adding test SymptomHistogramByBatchcodeTableFactoryTest.test_createSymptomHistogramByBatchcodeTable_two_VAX_LOTs_Index()
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@@ -2,4 +2,7 @@ class SymptomHistogramByBatchcodeTableFactory:
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@staticmethod
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def createSymptomHistogramByBatchcodeTable(symptomByBatchcodeTable):
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return symptomByBatchcodeTable.groupby(['VAX_LOT1'])['SYMPTOM'].value_counts().to_frame('SYMPTOM_COUNT_BY_VAX_LOT')
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return (symptomByBatchcodeTable
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.groupby(symptomByBatchcodeTable.index.names)
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['SYMPTOM'].value_counts()
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.to_frame('SYMPTOM_COUNT_BY_VAX_LOT'))
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@@ -33,3 +33,29 @@ class SymptomHistogramByBatchcodeTableFactoryTest(unittest.TestCase):
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names = ['VAX_LOT1', 'SYMPTOM'],
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tuples = [['1808982', 'Blood pressure orthostatic abnormal'],
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['EW0175', 'Blood pressure orthostatic abnormal']])))
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def test_createSymptomHistogramByBatchcodeTable_two_VAX_LOTs_Index(self):
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# Given
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symptomByBatchcodeTable = TestHelper.createDataFrame(
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columns = ['SYMPTOM'],
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data = [ ['Blood pressure orthostatic abnormal'],
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['Blood pressure orthostatic abnormal'],
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['Headache']],
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index = pd.MultiIndex.from_tuples(
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names = ['VAX_LOT1', 'VAX_LOT2'],
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tuples = [['1808982', 'EW0175']] * 3))
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# When
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symptomHistogramByBatchcodeTable = SymptomHistogramByBatchcodeTableFactory.createSymptomHistogramByBatchcodeTable(symptomByBatchcodeTable)
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# Then
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assert_frame_equal(
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symptomHistogramByBatchcodeTable,
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TestHelper.createDataFrame(
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columns = ['SYMPTOM_COUNT_BY_VAX_LOT'],
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data = [ [2],
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[1]],
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index = pd.MultiIndex.from_tuples(
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names = ['VAX_LOT1', 'VAX_LOT2', 'SYMPTOM'],
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tuples = [['1808982', 'EW0175', 'Blood pressure orthostatic abnormal'],
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['1808982', 'EW0175', 'Headache']])))
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