| 1 |  |  | from __future__ import absolute_import | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | import unittest | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | import connectordb | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  | from connectordb.query import * | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | TEST_URL = connectordb.CONNECTORDB_URL | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  | class TestQuery(unittest.TestCase): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |  | 
            
                                                                                                            
                            
            
                                                                    
                                                                                                        
            
            
                | 13 |  | View Code Duplication |     def setUp(self): | 
                            
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                | 14 |  |  |         self.db = connectordb.ConnectorDB("test", "test", url=TEST_URL) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |         self.usr = self.db("query_test") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |         if self.usr.exists(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |             self.usr.delete() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |         self.usr.create("loggertest@localhost", "mypass") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  |         self.device = self.usr["mydevice"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |         self.device.create() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |         self.apikey = self.device.apikey | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |         self.udb = connectordb.ConnectorDB(self.apikey, url=TEST_URL) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |     def tearDown(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |         self.usr.delete() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |     def test_merge(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |         s1 = self.udb["stream1"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |         s2 = self.udb["stream2"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |         s3 = self.udb["stream3"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |         s1.create({"type": "number"}) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |         s2.create({"type": "number"}) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |         s3.create({"type": "number"}) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |         s1.insert_array([{"t": 1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |                           "d": 1}, {"t": 2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |                                     "d": 1}, {"t": 3, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |                                               "d": 1}, {"t": 4, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |                                                         "d": 1}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |                          {"t": 5, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |                           "d": 1}]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |         s2.insert_array([{"t": 1.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |                           "d": 2}, {"t": 2.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |                                     "d": 2}, {"t": 3.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |                                               "d": 2}, {"t": 4.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |                                                         "d": 2}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |                          {"t": 5.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |                           "d": 2}]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  |         s3.insert_array([{"t": 1.2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |                           "d": 3}, {"t": 2.2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |                                     "d": 3}, {"t": 3.3, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |                                               "d": 3}, {"t": 4.4, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |                                                         "d": 3}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |                          {"t": 5.5, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |                           "d": 3}]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |         m = Merge(self.udb) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |         m.addStream(s1) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |         m.addStream(s2.path, t1=3.0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |         m.addStream(s3.name, i1=1, i2=2) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |         result = m.run() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |         self.assertListEqual(result, [{"t": 1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |                                        "d": 1}, {"t": 2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |                                                  "d": 1}, {"t": 2.2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |                                                            "d": 3}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |                                       {"t": 3, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |                                        "d": 1}, {"t": 3.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |                                                  "d": 2}, {"t": 4, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |                                                            "d": 1}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |                                       {"t": 4.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |                                        "d": 2}, {"t": 5, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |                                                  "d": 1}, {"t": 5.1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |                                                            "d": 2}]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |     def test_tdataset(self): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |         s1 = self.udb["temperature"] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |         s1.create({"type": "number"}) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 81 |  |  |         s1.insert_array([{"t": 2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 82 |  |  |                           "d": 73}, {"t": 5, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 83 |  |  |                                      "d": 84}, {"t": 8, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |                                                 "d": 81}, {"t": 11, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |                                                            "d": 79}]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |         ds = Dataset(self.udb, t1=0, t2=8.1, dt=2) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |         ds.addStream("temperature", "closest") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  |         res = ds.run() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |         self.assertEqual(5, len(res)) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |         self.assertListEqual( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |             res, [{ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |                 "d": {"temperature": 73} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |             }, {"t": 2, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |                 "d": {"temperature":  73 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |                       }}, {"t": 4, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |                            "d": {"temperature": 84}}, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |                 {"t": 6, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |                  "d": {"temperature": 84 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |                        }}, {"t": 8, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |                             "d": {"temperature": 81}}]) | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 105 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 106 |  |  |     def test_xdataset(self): | 
            
                                                                        
                            
            
                                    
            
            
                | 107 |  |  |         s1 = self.udb["temperature"] | 
            
                                                                        
                            
            
                                    
            
            
                | 108 |  |  |         s2 = self.udb["mood_rating"] | 
            
                                                                        
                            
            
                                    
            
            
                | 109 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 110 |  |  |         s1.create({"type": "number"}) | 
            
                                                                        
                            
            
                                    
            
            
                | 111 |  |  |         s2.create({"type": "number"}) | 
            
                                                                        
                            
            
                                    
            
            
                | 112 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 113 |  |  |         s1.insert_array([{"t": 2, | 
            
                                                                        
                            
            
                                    
            
            
                | 114 |  |  |                           "d": 73}, {"t": 5, | 
            
                                                                        
                            
            
                                    
            
            
                | 115 |  |  |                                      "d": 84}, {"t": 8, | 
            
                                                                        
                            
            
                                    
            
            
                | 116 |  |  |                                                 "d": 81}, {"t": 11, | 
            
                                                                        
                            
            
                                    
            
            
                | 117 |  |  |                                                            "d": 79}]) | 
            
                                                                        
                            
            
                                    
            
            
                | 118 |  |  |         s2.insert_array([{"t": 1, | 
            
                                                                        
                            
            
                                    
            
            
                | 119 |  |  |                           "d": 7}, {"t": 4, | 
            
                                                                        
                            
            
                                    
            
            
                | 120 |  |  |                                     "d": 3}, {"t": 11, | 
            
                                                                        
                            
            
                                    
            
            
                | 121 |  |  |                                               "d": 5}]) | 
            
                                                                        
                            
            
                                    
            
            
                | 122 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 123 |  |  |         ds = Dataset(self.udb, s2) | 
            
                                                                        
                            
            
                                    
            
            
                | 124 |  |  |         ds.addStream("temperature", "closest") | 
            
                                                                        
                            
            
                                    
            
            
                | 125 |  |  |         res = ds.run() | 
            
                                                                        
                            
            
                                    
            
            
                | 126 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 127 |  |  |         self.assertListEqual(res, [ | 
            
                                                                        
                            
            
                                    
            
            
                | 128 |  |  |             { | 
            
                                                                        
                            
            
                                    
            
            
                | 129 |  |  |                 "t": 1, | 
            
                                                                        
                            
            
                                    
            
            
                | 130 |  |  |                 "d": {"temperature": 73, | 
            
                                                                        
                            
            
                                    
            
            
                | 131 |  |  |                       "x":  7} | 
            
                                                                        
                            
            
                                    
            
            
                | 132 |  |  |             }, { | 
            
                                                                        
                            
            
                                    
            
            
                | 133 |  |  |                 "t": 4, | 
            
                                                                        
                            
            
                                    
            
            
                | 134 |  |  |                 "d": {"temperature":  84, | 
            
                                                                        
                            
            
                                    
            
            
                | 135 |  |  |                       "x": 3} | 
            
                                                                        
                            
            
                                    
            
            
                | 136 |  |  |             }, { | 
            
                                                                        
                            
            
                                    
            
            
                | 137 |  |  |                 "t": 11, | 
            
                                                                        
                            
            
                                    
            
            
                | 138 |  |  |                 "d": | 
            
                                                                        
                            
            
                                    
            
            
                | 139 |  |  |                 {"temperature":  79, | 
            
                                                                        
                            
            
                                    
            
            
                | 140 |  |  |                  "x":  5} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |             } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |         ]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  | if __name__ == "__main__": | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 145 |  |  |     unittest.main() | 
            
                                                        
            
                                    
            
            
                | 146 |  |  |  |