verify the staff data from v1 publisher

test/test_survey_publisher_v1.py

@@ -23,3 +23,48 @@ def test_publisher(client, mocker, dummy_config):
         assert funding_source_count
         charging_structure_count = session.query(model.ChargingStructure.year).count()
         assert charging_structure_count
+        staff_data = session.query(model.NrenStaff).order_by(model.NrenStaff.year.asc()).all()
+
+        # data should only be saved for the NRENs we have saved in the database
+        staff_data_nrens = set([staff.nren.name for staff in staff_data])
+        assert len(staff_data_nrens) == len(nren_names) - 1  # no UoM data
+
+        kifu_data = [staff for staff in staff_data if staff.nren.name == 'KIFU']
+        # check that the data is saved correctly for KIFU, it should be OK for the rest then..
+        assert len(kifu_data) == 6
+
+        assert kifu_data[0].year == 2016
+        assert kifu_data[0].permanent_fte == 100
+        assert kifu_data[0].subcontracted_fte == 2
+        assert kifu_data[0].technical_fte == 0
+        assert kifu_data[0].non_technical_fte == 0
+
+        assert kifu_data[1].year == 2017
+        assert kifu_data[1].permanent_fte == 80
+        assert kifu_data[1].subcontracted_fte == 2
+        assert kifu_data[1].technical_fte == 0
+        assert kifu_data[1].non_technical_fte == 0
+
+        assert kifu_data[2].year == 2018
+        assert kifu_data[2].permanent_fte == 80
+        assert kifu_data[2].subcontracted_fte == 3
+        assert kifu_data[2].technical_fte == 0
+        assert kifu_data[2].non_technical_fte == 0
+
+        assert kifu_data[3].year == 2019
+        assert kifu_data[3].permanent_fte == 148
+        assert kifu_data[3].subcontracted_fte == 4
+        assert kifu_data[3].technical_fte == 117
+        assert kifu_data[3].non_technical_fte == 33
+
+        assert kifu_data[4].year == 2020
+        assert kifu_data[4].permanent_fte == 190
+        assert kifu_data[4].subcontracted_fte == 3
+        assert kifu_data[4].technical_fte == 133
+        assert kifu_data[4].non_technical_fte == 60
+
+        assert kifu_data[5].year == 2021
+        assert kifu_data[5].permanent_fte == 178
+        assert kifu_data[5].subcontracted_fte == 3
+        assert kifu_data[5].technical_fte == 133
+        assert kifu_data[5].non_technical_fte == 45