|
| 1 | +from api import app |
| 2 | +from unittest import TestCase |
| 3 | + |
| 4 | + |
| 5 | +class TestIntegrations(TestCase): |
| 6 | + def setUp(self): |
| 7 | + self.app_client = app.test_client() |
| 8 | + |
| 9 | + def test_get_arabidopsis_nie_umap_coordinates(self): |
| 10 | + """This tests the UMAP coordinates returned for the Arabidopsis NIE UMAP database |
| 11 | + :return: |
| 12 | + """ |
| 13 | + # Valid data |
| 14 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_umap") |
| 15 | + expected = { |
| 16 | + "wasSuccessful": True, |
| 17 | + "data": { |
| 18 | + "43": {"umap_1": -6.89231, "umap_2": 7.56863, "cell_type": "Metabolic stress state"}, |
| 19 | + "44": {"umap_1": 2.87577, "umap_2": -4.82349, "cell_type": "Dividing"}, |
| 20 | + "45": {"umap_1": -0.262505, "umap_2": -8.55344, "cell_type": "Guard"}, |
| 21 | + "46": {"umap_1": -4.5876, "umap_2": 6.05261, "cell_type": "Defense state"}, |
| 22 | + }, |
| 23 | + } |
| 24 | + self.assertEqual(response.json, expected) |
| 25 | + |
| 26 | + # Invalid database |
| 27 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_um;ap") |
| 28 | + expected = {"wasSuccessful": False, "error": "Invalid database"} |
| 29 | + self.assertEqual(response.json, expected) |
| 30 | + |
| 31 | + def test_get_arabidopsis_nie_umap_gene(self): |
| 32 | + """This tests the sparse UMAP expression data returned for a gene. Cells with no key are zero. |
| 33 | + :return: |
| 34 | + """ |
| 35 | + # Valid data, with no expression in cell 45 |
| 36 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_umap/At1g01010") |
| 37 | + expected = {"wasSuccessful": True, "data": {"43": 1.152292, "44": 1.546603, "46": 1.392931}} |
| 38 | + self.assertEqual(response.json, expected) |
| 39 | + |
| 40 | + # Valid data, with expression in every cell |
| 41 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_umap/AT3G18780") |
| 42 | + expected = { |
| 43 | + "wasSuccessful": True, |
| 44 | + "data": {"43": 1.673516, "44": 3.142986, "45": 1.490115, "46": 1.953491}, |
| 45 | + } |
| 46 | + self.assertEqual(response.json, expected) |
| 47 | + |
| 48 | + # Invalid gene |
| 49 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_umap/At1g0101x") |
| 50 | + expected = {"wasSuccessful": False, "error": "Invalid gene id"} |
| 51 | + self.assertEqual(response.json, expected) |
| 52 | + |
| 53 | + # Invalid database |
| 54 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_um;ap/At1g01010") |
| 55 | + expected = {"wasSuccessful": False, "error": "Invalid database"} |
| 56 | + self.assertEqual(response.json, expected) |
| 57 | + |
| 58 | + # No data for a valid gene |
| 59 | + response = self.app_client.get("/umap_gene_expression/arabidopsis_NIE_umap/At1g01011") |
| 60 | + expected = { |
| 61 | + "wasSuccessful": False, |
| 62 | + "error": "There are no data found for the given gene", |
| 63 | + } |
| 64 | + self.assertEqual(response.json, expected) |
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