|
| 1 | +from io import BytesIO |
| 2 | + |
| 3 | +from urllib3 import HTTPResponse |
| 4 | + |
| 5 | +from influxdb_client.client.flux_csv_parser import FluxCsvParser, FluxSerializationMode |
| 6 | +from tests.base_test import BaseTest |
| 7 | + |
| 8 | + |
| 9 | +class FluxCsvParserTest(BaseTest): |
| 10 | + |
| 11 | + def test_one_table(self): |
| 12 | + data = "#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,string,string,string,string,long,long,string\n" \ |
| 13 | + "#group,false,false,true,true,true,true,true,true,false,false,false\n" \ |
| 14 | + "#default,_result,,,,,,,,,,\n" \ |
| 15 | + ",result,table,_start,_stop,_field,_measurement,host,region,_value2,value1,value_str\n" \ |
| 16 | + ",,0,1677-09-21T00:12:43.145224192Z,2018-07-16T11:21:02.547596934Z,free,mem,A,west,121,11,test\n" |
| 17 | + |
| 18 | + tables = self._parse_to_tables(data=data) |
| 19 | + self.assertEqual(1, tables.__len__()) |
| 20 | + self.assertEqual(11, tables[0].columns.__len__()) |
| 21 | + self.assertEqual(1, tables[0].records.__len__()) |
| 22 | + |
| 23 | + def test_more_tables(self): |
| 24 | + data = "#datatype,string,long,dateTime:RFC3339,dateTime:RFC3339,string,string,string,string,long,long,string\n" \ |
| 25 | + "#group,false,false,true,true,true,true,true,true,false,false,false\n" \ |
| 26 | + "#default,_result,,,,,,,,,,\n" \ |
| 27 | + ",result,table,_start,_stop,_field,_measurement,host,region,_value2,value1,value_str\n" \ |
| 28 | + ",,0,1677-09-21T00:12:43.145224192Z,2018-07-16T11:21:02.547596934Z,free,mem,A,west,121,11,test\n" \ |
| 29 | + ",,1,1677-09-21T00:12:43.145224192Z,2018-07-16T11:21:02.547596934Z,free,mem,B,west,484,22,test\n" \ |
| 30 | + ",,2,1677-09-21T00:12:43.145224192Z,2018-07-16T11:21:02.547596934Z,usage_system,cpu,A,west,1444,38,test\n" \ |
| 31 | + ",,3,1677-09-21T00:12:43.145224192Z,2018-07-16T11:21:02.547596934Z,user_usage,cpu,A,west,2401,49,test" |
| 32 | + |
| 33 | + tables = self._parse_to_tables(data=data) |
| 34 | + self.assertEqual(4, tables.__len__()) |
| 35 | + self.assertEqual(11, tables[0].columns.__len__()) |
| 36 | + self.assertEqual(1, tables[0].records.__len__()) |
| 37 | + self.assertEqual(11, tables[1].columns.__len__()) |
| 38 | + self.assertEqual(1, tables[1].records.__len__()) |
| 39 | + self.assertEqual(11, tables[2].columns.__len__()) |
| 40 | + self.assertEqual(1, tables[2].records.__len__()) |
| 41 | + self.assertEqual(11, tables[3].columns.__len__()) |
| 42 | + self.assertEqual(1, tables[3].records.__len__()) |
| 43 | + |
| 44 | + def test_multiple_queries(self): |
| 45 | + data = "#datatype,string,long,string,string,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string\n" \ |
| 46 | + "#group,false,false,true,true,true,true,false,false,true\n" \ |
| 47 | + "#default,t1,,,,,,,,\n" \ |
| 48 | + ",result,table,_field,_measurement,_start,_stop,_time,_value,tag\n" \ |
| 49 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test1\n" \ |
| 50 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test1\n" \ |
| 51 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test1\n" \ |
| 52 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test1\n" \ |
| 53 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test1\n" \ |
| 54 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test1\n" \ |
| 55 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test1\n" \ |
| 56 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test2\n" \ |
| 57 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test2\n" \ |
| 58 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test2\n" \ |
| 59 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test2\n" \ |
| 60 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test2\n" \ |
| 61 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test2\n" \ |
| 62 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test2\n" \ |
| 63 | + "\n" \ |
| 64 | + "#datatype,string,long,string,string,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string\n" \ |
| 65 | + "#group,false,false,true,true,true,true,false,false,true\n" \ |
| 66 | + "#default,t2,,,,,,,,\n" \ |
| 67 | + ",result,table,_field,_measurement,_start,_stop,_time,_value,tag\n" \ |
| 68 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test1\n" \ |
| 69 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test1\n" \ |
| 70 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test1\n" \ |
| 71 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test1\n" \ |
| 72 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test1\n" \ |
| 73 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test1\n" \ |
| 74 | + ",,0,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test1\n" \ |
| 75 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test2\n" \ |
| 76 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test2\n" \ |
| 77 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test2\n" \ |
| 78 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test2\n" \ |
| 79 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test2\n" \ |
| 80 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test2\n" \ |
| 81 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test2" |
| 82 | + |
| 83 | + tables = self._parse_to_tables(data=data) |
| 84 | + self.assertEqual(4, tables.__len__()) |
| 85 | + self.assertEqual(9, tables[0].columns.__len__()) |
| 86 | + self.assertEqual(7, tables[0].records.__len__()) |
| 87 | + self.assertEqual(9, tables[1].columns.__len__()) |
| 88 | + self.assertEqual(7, tables[1].records.__len__()) |
| 89 | + self.assertEqual(9, tables[2].columns.__len__()) |
| 90 | + self.assertEqual(7, tables[2].records.__len__()) |
| 91 | + self.assertEqual(9, tables[3].columns.__len__()) |
| 92 | + self.assertEqual(7, tables[3].records.__len__()) |
| 93 | + |
| 94 | + def test_table_index_not_start_at_zero(self): |
| 95 | + data = "#datatype,string,long,string,string,dateTime:RFC3339,dateTime:RFC3339,dateTime:RFC3339,double,string\n" \ |
| 96 | + "#group,false,false,true,true,true,true,false,false,true\n" \ |
| 97 | + "#default,t1,,,,,,,,\n" \ |
| 98 | + ",result,table,_field,_measurement,_start,_stop,_time,_value,tag\n" \ |
| 99 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test1\n" \ |
| 100 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test1\n" \ |
| 101 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test1\n" \ |
| 102 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test1\n" \ |
| 103 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test1\n" \ |
| 104 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test1\n" \ |
| 105 | + ",,1,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test1\n" \ |
| 106 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:20:00Z,2,test2\n" \ |
| 107 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:21:40Z,2,test2\n" \ |
| 108 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:23:20Z,2,test2\n" \ |
| 109 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:25:00Z,2,test2\n" \ |
| 110 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:26:40Z,2,test2\n" \ |
| 111 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:28:20Z,2,test2\n" \ |
| 112 | + ",,2,value,python_client_test,2010-02-27T04:48:32.752600083Z,2020-02-27T16:48:32.752600083Z,2020-02-27T16:30:00Z,2,test2\n" |
| 113 | + |
| 114 | + tables = self._parse_to_tables(data=data) |
| 115 | + self.assertEqual(2, tables.__len__()) |
| 116 | + self.assertEqual(9, tables[0].columns.__len__()) |
| 117 | + self.assertEqual(7, tables[0].records.__len__()) |
| 118 | + self.assertEqual(9, tables[1].columns.__len__()) |
| 119 | + self.assertEqual(7, tables[1].records.__len__()) |
| 120 | + |
| 121 | + @staticmethod |
| 122 | + def _parse_to_tables(data: str): |
| 123 | + fp = BytesIO(str.encode(data)) |
| 124 | + _parser = FluxCsvParser(response=HTTPResponse(fp, preload_content=False), |
| 125 | + serialization_mode=FluxSerializationMode.tables) |
| 126 | + list(_parser.generator()) |
| 127 | + tables = _parser.tables |
| 128 | + return tables |
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