def checkBlockData(self, ert, obs_key, report_step): """ @type ert: EnKFMain @type obs_key: str @type report_step: int """ enkf_obs = ert.getObservations() obs_vector = enkf_obs[obs_key] loader = PlotBlockDataLoader(obs_vector) fs = ert.getEnkfFsManager().getCurrentFileSystem() plot_block_data = loader.load(fs, report_step) self.assertEqual(ert.getEnsembleSize(), len(plot_block_data)) depth = plot_block_data.getDepth() depth_test_values = [1752.24998474, 1757.88926697, 1760.70924377] if report_step == 56: depth_test_values.append(1763.52885437) self.assertAlmostEqualList(depth_test_values, depth) block_obs = len(obs_vector.getNode(report_step)) self.assertEqual(block_obs, len(plot_block_data[0])) self.assertEqual(block_obs, len(plot_block_data[9])) if report_step == 50: rft_values = [244.681655884, 245.217041016, 245.48500061] else: rft_values = [ 239.7550354, 240.290313721, 240.558197021, 240.825881958 ] self.assertAlmostEqualList(rft_values, plot_block_data[0]) if report_step == 50: rft_values = [238.702560425, 239.237838745, 239.505737305] else: rft_values = [ 234.41583252, 234.95098877, 235.218841553, 235.486480713 ] self.assertAlmostEqualList(rft_values, plot_block_data[9])
def checkBlockData(self, ert, obs_key, report_step): """ @type ert: EnKFMain @type obs_key: str @type report_step: int """ enkf_obs = ert.getObservations() obs_vector = enkf_obs[obs_key] loader = PlotBlockDataLoader(obs_vector) fs = ert.getEnkfFsManager().getCurrentFileSystem() plot_block_data = loader.load(fs, report_step) self.assertEqual(ert.getEnsembleSize(), len(plot_block_data)) depth = plot_block_data.getDepth() depth_test_values = [1752.24998474, 1757.88926697, 1760.70924377] if report_step == 56: depth_test_values.append(1763.52885437) self.assertAlmostEqualList(depth_test_values, depth) block_obs = len(obs_vector.getNode(report_step)) self.assertEqual(block_obs, len(plot_block_data[0])) self.assertEqual(block_obs, len(plot_block_data[9])) if report_step == 50: rft_values = [244.681655884, 245.217041016, 245.48500061] else: rft_values = [239.7550354, 240.290313721, 240.558197021, 240.825881958] self.assertAlmostEqualList(rft_values, plot_block_data[0]) if report_step == 50: rft_values = [238.702560425, 239.237838745, 239.505737305] else: rft_values = [234.41583252, 234.95098877, 235.218841553, 235.486480713] self.assertAlmostEqualList(rft_values, plot_block_data[9])
def fetchData(self, key, case=None): enkf_fs = self.ert().getEnkfFsManager().getFileSystem(case) observations = self.ert().getObservations() assert observations.hasKey(key) observation_vector = observations[key] loader = PlotBlockDataLoader(observation_vector) report_step_data = [] for report_step in observation_vector: block_data = loader.load(enkf_fs, report_step) data = self.__fetchSimulationData(block_data) data["report_step"] = report_step report_step_data.append(data) if self.__selected_report_step_index is not None: return report_step_data[self.__selected_report_step_index] else: return report_step_data