def getDataFrame(connection, appHandle, measures, dimensions, selections={}): engineGlobalApi = EngineGlobalApi(connection) ### Define Dimensions of hypercube hc_inline_dim = Structs.nx_inline_dimension_def(dimensions) ### Set sorting of Dimension by Measure hc_mes_sort = Structs.nx_sort_by() ### Define Measure of hypercube hc_inline_mes = Structs.nx_inline_measure_def(measures) ### Build hypercube from above definition hc_dim = Structs.nx_hypercube_dimensions(hc_inline_dim) hc_mes = Structs.nx_hypercube_measure(hc_mes_sort, hc_inline_mes) width = len(measures) + len(dimensions) height = int(math.floor(10000 / width)) nx_page = Structs.nx_page(0, 0, height, width) hc_def = Structs.hypercube_def("$", hc_dim, hc_mes, [nx_page]) engineAppApi = EngineAppApi(connection) hc_response = engineAppApi.create_object(appHandle, "CH01", "Chart", "qHyperCubeDef", hc_def) hc_handle = engineGlobalApi.get_handle(hc_response) engineGenericObjectApi = EngineGenericObjectApi(connection) engineFieldApi = EngineFieldApi(connection) for field in selections.keys(): fieldHandle = engineGlobalApi.get_handle( engineAppApi.get_field(appHandle, field)) values = [] for selectedValue in selections[field]: values.append({'qText': selectedValue}) engineFieldApi.select_values(fieldHandle, values) i = 0 while i % height == 0: nx_page = Structs.nx_page(i, 0, height, width) hc_data = engineGenericObjectApi.get_hypercube_data( hc_handle, "/qHyperCubeDef", [nx_page]) elems = hc_data["qDataPages"][0]['qMatrix'] df = pd.DataFrame() for elem in elems: j = 0 for dim in dimensions: df.set_value(i, dim, elem[j]["qText"]) j += 1 for meas in measures: df.set_value(i, meas, elem[j]["qNum"]) j += 1 i += 1 return df
class TestFieldApi(unittest.TestCase): def setUp(self): url = 'ws://localhost:4848/app' self.conn = EngineCommunicator(url) self.ega = EngineGlobalApi(self.conn) self.eaa = EngineAppApi(self.conn) self.egoa = EngineGenericObjectApi(self.conn) self.efa = EngineFieldApi(self.conn) self.struct = Structs() self.app = self.ega.create_app("TestApp")["qAppId"] opened_app = self.ega.open_doc(self.app) self.app_handle = self.ega.get_handle(opened_app['qReturn']) with open('./test/test_data/ctrl00_script.qvs') as f: script = f.read() self.eaa.set_script(self.app_handle, script) self.eaa.do_reload_ex(self.app_handle) nx_page_initial = Structs.nx_page(0, 0, 26, 1) self.lb_def = Structs.list_object_def("$", "", ["Alpha"], None, None, [nx_page_initial]) self.lb_param = { "qInfo": { "qId": "SLB01", "qType": "ListObject" }, "qListObjectDef": self.lb_def } self.lb_sobject = self.eaa.create_session_object( self.app_handle, self.lb_param) self.lb_handle = self.ega.get_handle(self.lb_sobject["qReturn"]) self.egoa.get_layout(self.lb_handle) self.lb_field = self.eaa.get_field(self.app_handle, "Alpha") self.fld_handle = self.ega.get_handle(self.lb_field["qReturn"]) def test_select_values(self): values_to_select = [{'qText': 'A'}, {'qText': 'B'}, {'qText': 'C'}] sel_res = self.efa.select_values(self.fld_handle, values_to_select) self.assertTrue(sel_res["qReturn"] is True, "Failed to perform selection") val_mtrx = self.egoa.get_layout( self.lb_handle )["qLayout"]["qListObject"]["qDataPages"][0]["qMatrix"] self.assertEqual(val_mtrx[0][0]["qState"], "S", "Failed to select first value") self.assertEqual(val_mtrx[4][0]["qState"], "X", "Failed to exclude fifth value") self.eaa.clear_all(self.app_handle) val_mtrx = self.egoa.get_layout( self.lb_handle )["qLayout"]["qListObject"]["qDataPages"][0]["qMatrix"] self.assertEqual(val_mtrx[0][0]["qState"], "O", "Failed to clear selection") self.assertEqual(val_mtrx[4][0]["qState"], "O", "Failed to clear selection") def tearDown(self): self.ega.delete_app(self.app) self.conn.close_qvengine_connection(self.conn)