|
1 | 1 | import os |
| 2 | +from datetime import datetime |
2 | 3 |
|
3 | 4 | import pytest |
4 | 5 |
|
@@ -55,3 +56,76 @@ class ResultMock(ClickHouseTableMock): |
55 | 56 | ] |
56 | 57 |
|
57 | 58 | result.assert_equal(expected) |
| 59 | + |
| 60 | + |
| 61 | +def test_argmaxif(): |
| 62 | + query = """SELECT |
| 63 | + user_id, |
| 64 | + count() AS num_sessions, |
| 65 | + countIf(valid = 1) AS num_valid_sessions, |
| 66 | + argMaxIf(in_trial, dt, isNotNull(in_trial)) AS in_trial |
| 67 | + FROM sessions |
| 68 | + GROUP BY user_id |
| 69 | + """ |
| 70 | + |
| 71 | + @table_meta(table_ref="sessions") |
| 72 | + class SessionsMock(ClickHouseTableMock): |
| 73 | + dt = col.Datetime(default=datetime(2024, 1, 1, 10, 30)) |
| 74 | + valid = col.Boolean(default=True) |
| 75 | + user_id = col.String(default="foo") |
| 76 | + in_trial = col.Int(default=0, nullable=True) |
| 77 | + |
| 78 | + @table_meta(query=query) |
| 79 | + class ResultMock(ClickHouseTableMock): |
| 80 | + user_id = col.String(default="foo") |
| 81 | + num_sessions = col.Int(default=0) |
| 82 | + num_valid_sessions = col.Int(default=0) |
| 83 | + in_trial = col.Int(default=0) |
| 84 | + |
| 85 | + sessions_mock = SessionsMock.from_dicts( |
| 86 | + [ |
| 87 | + dict( |
| 88 | + dt=datetime(2024, 1, 1, 10), |
| 89 | + valid=1, |
| 90 | + user_id="foo", |
| 91 | + in_trial=1, |
| 92 | + ), |
| 93 | + dict( |
| 94 | + dt=datetime(2024, 1, 2, 10), |
| 95 | + valid=0, |
| 96 | + user_id="foo", |
| 97 | + in_trial=1, |
| 98 | + ), |
| 99 | + dict( |
| 100 | + dt=datetime(2024, 1, 3, 10), |
| 101 | + valid=1, |
| 102 | + user_id="foo", |
| 103 | + in_trial=1, |
| 104 | + ), |
| 105 | + dict( |
| 106 | + dt=datetime(2024, 1, 4, 10), |
| 107 | + valid=1, |
| 108 | + user_id="foo", |
| 109 | + in_trial=None, |
| 110 | + ), |
| 111 | + dict( |
| 112 | + dt=datetime(2024, 1, 5, 10), |
| 113 | + valid=1, |
| 114 | + user_id="foo", |
| 115 | + in_trial=0, |
| 116 | + ), |
| 117 | + ] |
| 118 | + ) |
| 119 | + |
| 120 | + result = ResultMock.from_mocks(input_data=[sessions_mock]) |
| 121 | + |
| 122 | + expected = [ |
| 123 | + dict( |
| 124 | + user_id="foo", |
| 125 | + num_sessions=5, |
| 126 | + num_valid_sessions=4, |
| 127 | + in_trial=0, |
| 128 | + ) |
| 129 | + ] |
| 130 | + |
| 131 | + result.assert_equal(expected) |
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