|
| 1 | +import unittest |
| 2 | +from unittest.mock import MagicMock, patch |
| 3 | + |
| 4 | +from uniflow.flow.extract.extract_image_flow import ExtractImageFlow |
| 5 | +from uniflow.node import Node |
| 6 | +from uniflow.op.extract.split.constants import PARAGRAPH_SPLITTER |
| 7 | + |
| 8 | + |
| 9 | +class TestExtractImageFlow(unittest.TestCase): |
| 10 | + @patch("uniflow.flow.extract.extract_image_flow.ExtractImageOp") |
| 11 | + @patch("uniflow.flow.extract.extract_image_flow.ProcessImageOp") |
| 12 | + @patch("uniflow.flow.extract.extract_image_flow.SplitterOpsFactory") |
| 13 | + @patch("uniflow.flow.extract.extract_image_flow.CvModel") |
| 14 | + def setUp( |
| 15 | + self, |
| 16 | + mock_cv_model, |
| 17 | + mock_splitter_ops_factory, |
| 18 | + mock_process_image_op, |
| 19 | + mock_extract_image_op, |
| 20 | + ): |
| 21 | + self.mock_extract_image_op = mock_extract_image_op |
| 22 | + self.mock_process_image_op = mock_process_image_op |
| 23 | + self.mock_splitter_ops_factory = mock_splitter_ops_factory |
| 24 | + self.mock_cv_model = mock_cv_model |
| 25 | + self.mock_cv_model.return_value = MagicMock() |
| 26 | + self.model_config = {"model_config": "model_config"} |
| 27 | + self.extract_image_flow = ExtractImageFlow(model_config=self.model_config) |
| 28 | + |
| 29 | + def test_init(self): |
| 30 | + self.mock_extract_image_op.assert_called_once_with( |
| 31 | + name="extract_image_op", model=self.mock_cv_model.return_value |
| 32 | + ) |
| 33 | + self.mock_cv_model.assert_called_once_with(model_config=self.model_config) |
| 34 | + self.mock_process_image_op.assert_called_once_with(name="process_image_op") |
| 35 | + self.mock_splitter_ops_factory.get.assert_called_once_with(PARAGRAPH_SPLITTER) |
| 36 | + |
| 37 | + def test_run(self): |
| 38 | + # arrange |
| 39 | + nodes = [ |
| 40 | + Node(name="node1", value_dict={"filename": "filepath"}), |
| 41 | + Node(name="node2", value_dict={"filename": "filepath"}), |
| 42 | + ] |
| 43 | + |
| 44 | + self.mock_extract_image_op.return_value.return_value = MagicMock() |
| 45 | + self.mock_process_image_op.return_value.return_value = MagicMock() |
| 46 | + self.mock_splitter_ops_factory.get.return_value.return_value = MagicMock() |
| 47 | + result = self.extract_image_flow.run(nodes) |
| 48 | + |
| 49 | + self.mock_extract_image_op.return_value.assert_called_once_with(nodes) |
| 50 | + self.mock_process_image_op.return_value.assert_called_once_with( |
| 51 | + self.mock_extract_image_op.return_value.return_value |
| 52 | + ) |
| 53 | + self.mock_splitter_ops_factory.get.return_value.assert_called_once_with( |
| 54 | + self.mock_process_image_op.return_value.return_value |
| 55 | + ) |
| 56 | + |
| 57 | + self.assertEqual( |
| 58 | + result, self.mock_splitter_ops_factory.get.return_value.return_value |
| 59 | + ) |
| 60 | + |
| 61 | + |
| 62 | +if __name__ == "__main__": |
| 63 | + unittest.main() |
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