| 1 |  |  | # Copyright (c) 2008-2015 MetPy Developers. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | # Distributed under the terms of the BSD 3-Clause License. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | # SPDX-License-Identifier: BSD-3-Clause | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | """Tests for the `ctables` module.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  | import os.path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | import tempfile | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |     from StringIO import StringIO | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |     buffer_args = dict(bufsize=0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  | except ImportError: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |     from io import StringIO | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |     buffer_args = dict(buffering=1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  | import numpy as np | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  | import pytest | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  | from metpy.plots.ctables import ColortableRegistry, convert_gempak_table | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  | @pytest.fixture() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  | def registry(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |     """Set up a registry for use by the tests.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |     return ColortableRegistry() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 26 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 27 |  |  | def test_package_resource(registry): | 
            
                                                                        
                            
            
                                    
            
            
                | 28 |  |  |     """Test registry scanning package resource.""" | 
            
                                                                        
                            
            
                                    
            
            
                | 29 |  |  |     registry.scan_resource('metpy.plots', 'nexrad_tables') | 
            
                                                                        
                            
            
                                    
            
            
                | 30 |  |  |     assert 'cc_table' in registry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  | def test_scan_dir(registry): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |     """Test registry scanning a directory and ignoring files it can't handle .""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |         kwargs = dict(mode='w', dir='.', suffix='.tbl', delete=False, **buffer_args) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |         with tempfile.NamedTemporaryFile(**kwargs) as fobj: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |             fobj.write('"red"\n"lime"\n"blue"\n') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |             fname = fobj.name | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |         # Unrelated table file that *should not* impact the scan | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |         with tempfile.NamedTemporaryFile(**kwargs) as fobj: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |             fobj.write('PADK     704540 ADAK NAS\n') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |             bad_file = fobj.name | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |         # Needs to be outside with so it's closed on windows | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |         registry.scan_dir(os.path.dirname(fname)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |         name = os.path.splitext(os.path.basename(fname))[0] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |         assert name in registry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |         assert registry[name] == [(1.0, 0.0, 0.0), (0.0, 1.0, 0.0), (0.0, 0.0, 1.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |     finally: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |         os.remove(fname) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         os.remove(bad_file) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  | def test_read_file(registry): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |     """Test reading a colortable from a file.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |     fobj = StringIO('(0., 0., 1.0)\n"red"\n"#0000FF" #Blue') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |     registry.add_colortable(fobj, 'test_table') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |     assert 'test_table' in registry | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |     assert registry['test_table'] == [(0.0, 0.0, 1.0), (1.0, 0.0, 0.0), (0.0, 0.0, 1.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  | def test_read_bad_file(registry): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |     """Test what error results when reading a malformed file.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |     with pytest.raises(RuntimeError): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |         fobj = StringIO('PADK     704540 ADAK NAS                         ' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |                         'AK US  5188 -17665     4  0') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         registry.add_colortable(fobj, 'sfstns') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  | def test_get_colortable(registry): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |     """Test getting a colortable from the registry.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |     true_colors = [(0.0, 0.0, 1.0), (1.0, 0.0, 0.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |     registry['table'] = true_colors | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |     table = registry.get_colortable('table') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |     assert table.N == 2 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |     assert table.colors == true_colors | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |  | 
            
                                                                                                            
                            
            
                                                                    
                                                                                                        
            
            
                | 85 |  | View Code Duplication | def test_get_steps(registry): | 
                            
                    |  |  |  | 
                                                                                        
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                | 86 |  |  |     """Test getting a colortable and norm with appropriate steps.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |     registry['table'] = [(0.0, 0.0, 1.0), (1.0, 0.0, 0.0), (0.0, 1.0, 0.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |     norm, cmap = registry.get_with_steps('table', 5., 10.) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |     assert cmap(norm(np.array([6.]))).tolist() == [[0.0, 0.0, 1.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |     assert cmap(norm(np.array([14.9]))).tolist() == [[0.0, 0.0, 1.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |     assert cmap(norm(np.array([15.1]))).tolist() == [[1.0, 0.0, 0.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |     assert cmap(norm(np.array([26.]))).tolist() == [[0.0, 1.0, 0.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  | def test_get_steps_negative_start(registry): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |     """Test bad start for get with steps (issue #81).""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |     registry['table'] = [(0.0, 0.0, 1.0), (1.0, 0.0, 0.0), (0.0, 1.0, 0.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |     norm, cmap = registry.get_with_steps('table', -10, 5) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |     assert norm.vmin == -10 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |     assert norm.vmax == 5 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |  | 
            
                                                                                                            
                            
            
                                                                    
                                                                                                        
            
            
                | 103 |  | View Code Duplication | def test_get_boundaries(registry): | 
                            
                    |  |  |  | 
                                                                                        
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                | 104 |  |  |     """Test getting a colortable with explicit boundaries.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |     registry['table'] = [(0.0, 0.0, 1.0), (1.0, 0.0, 0.0), (0.0, 1.0, 0.0)] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  |     norm, cmap = registry.get_with_boundaries('table', [0., 8., 10., 20.]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |     assert cmap(norm(np.array([7.]))).tolist() == [[0.0, 0.0, 1.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |     assert cmap(norm(np.array([9.]))).tolist() == [[1.0, 0.0, 0.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |     assert cmap(norm(np.array([10.1]))).tolist() == [[0.0, 1.0, 0.0, 1.0]] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  | def test_gempak(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |     """Test GEMPAK colortable conversion.""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |     infile = StringIO('''!   wvcolor.tbl | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |                          0      0      0 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |                        255    255    255 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |                        ''') | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |     outfile = StringIO() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |     # Do the conversion | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |     convert_gempak_table(infile, outfile) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |     # Reset and grab contents | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |     outfile.seek(0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |     result = outfile.read() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 127 |  |  |     assert result == '(0.000000, 0.000000, 0.000000)\n(1.000000, 1.000000, 1.000000)\n' | 
            
                                                        
            
                                    
            
            
                | 128 |  |  |  |