|
| 1 | +import numpy as np |
| 2 | + |
| 3 | +import gempy as gp |
| 4 | +import time |
| 5 | + |
| 6 | +PLOT = True |
| 7 | + |
| 8 | + |
| 9 | +def test_compute_at_computation_time(): |
| 10 | + |
| 11 | + # Define the path to data |
| 12 | + data_path = 'https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/' |
| 13 | + path_to_data = data_path + "/data/input_data/jan_models/" |
| 14 | + |
| 15 | + # Create a GeoModel instance |
| 16 | + geo_model = gp.create_geomodel( |
| 17 | + project_name='EGU_example', |
| 18 | + extent=[0, 2500, 0, 1000, 0, 1000], |
| 19 | + resolution=[125, 50, 50], |
| 20 | + importer_helper=gp.data.ImporterHelper( |
| 21 | + path_to_orientations=path_to_data + "model7_orientations.csv", |
| 22 | + path_to_surface_points=path_to_data + "model7_surface_points.csv" |
| 23 | + ) |
| 24 | + ) |
| 25 | + |
| 26 | + # Map geological series to surfaces |
| 27 | + gp.map_stack_to_surfaces( |
| 28 | + gempy_model=geo_model, |
| 29 | + mapping_object={ |
| 30 | + "Fault_Series": ('fault'), |
| 31 | + "Strat_Series1": ('rock3'), |
| 32 | + "Strat_Series2": ('rock2', 'rock1'), |
| 33 | + } |
| 34 | + ) |
| 35 | + |
| 36 | + # Define youngest structural group as fault |
| 37 | + gp.set_is_fault(geo_model, ["Fault_Series"]) |
| 38 | + |
| 39 | + # Compute a solution for the model |
| 40 | + start_time = time.perf_counter() |
| 41 | + gp.compute_model(geo_model) |
| 42 | + end_time = time.perf_counter() |
| 43 | + computation_time_model = end_time - start_time |
| 44 | + |
| 45 | + # Setting a randomly generated topography |
| 46 | + gp.set_topography_from_random( |
| 47 | + grid=geo_model.grid, |
| 48 | + fractal_dimension=2, |
| 49 | + d_z=np.array([700, 950]), |
| 50 | + topography_resolution=np.array([125, 50]) |
| 51 | + ) |
| 52 | + |
| 53 | + # Recompute model as a new grid was added |
| 54 | + start_time = time.perf_counter() |
| 55 | + gp.compute_model(geo_model) |
| 56 | + end_time = time.perf_counter() |
| 57 | + computation_time_topo = end_time - start_time |
| 58 | + |
| 59 | + print(f"Computation time without topography: {computation_time_model:.2f} seconds") |
| 60 | + print(f"Computation time with topography: {computation_time_topo:.2f} seconds") |
0 commit comments