Step by step modeling for video tutorial series (for videos 1-7)

Author: javoha

examples/tutorials/z_other_tutorials/video_tutorial_model_1.py

@@ -0,0 +1,178 @@
+"""
+Modeling step by step
+^^^^^^^^^^^^^^^^^^^^^
+
+This tutorial demonstrates step-by-step geological modeling using the `gempy` and `gempy_viewer` libraries.
+It follows the Video tutorial series available on the `gempy` YouTube channel (https://www.youtube.com/@GemPy3D).
+"""
+
+# %%
+# Video tutorial 2: Input data
+# """"""""""""""""""""""""""""
+
+# Required imports
+import gempy as gp
+import gempy_viewer as gpv
+
+# %%
+
+# Path to input data
+data_path = "https://raw.githubusercontent.com/cgre-aachen/gempy_data/master/"
+path_to_data = data_path + "/data/input_data/video_tutorials_v3/"
+
+# %%
+
+# Create instance of geomodel
+geo_model = gp.create_geomodel(
+    project_name = 'tutorial_model',
+    extent=[0,2500,0,1000,0,1000],
+    resolution=[100,40,40],
+    importer_helper=gp.data.ImporterHelper(
+        path_to_orientations=path_to_data+"tutorial_model_orientations.csv",
+        path_to_surface_points=path_to_data+"tutorial_model_surface_points.csv"
+    )
+)
+# %%
+
+# Display a basic cross section of input data
+gpv.plot_2d(geo_model)
+
+# %%
+
+# Manually add a surface point
+gp.add_surface_points(
+    geo_model=geo_model,
+    x=[2250],
+    y=[500],
+    z=[750],
+    elements_names=['rock1']
+)
+
+# %%
+
+# Show added point in cross section
+gpv.plot_2d(geo_model)
+
+# %%
+# Video tutorial 3: Structural frame
+# """"""""""""""""""""""""""""""""""
+
+# View structural frame
+geo_model.structural_frame
+
+# %%
+
+# View structural elements
+geo_model.structural_frame.structural_elements
+
+# %%
+
+# Define structural groups and age/stratigraphic relationship
+gp.map_stack_to_surfaces(
+    gempy_model=geo_model,
+    mapping_object={
+        "Strat_Series2": ("rock3"),
+        "Strat_Series1": ("rock2", "rock1")
+    }
+)
+
+# %%
+# Video tutorial 4: Computation and results
+# """""""""""""""""""""""""""""""""""""""""
+
+geo_model.interpolation_options
+
+# %%
+
+# Compute a solution for the model
+gp.compute_model(geo_model)
+
+# %%
+
+# Display the result in 2d section
+gpv.plot_2d(geo_model, cell_number=20)
+
+# %%
+
+# Some examples of how to access results
+print(geo_model.solutions.raw_arrays.lith_block)
+print(geo_model.grid.dense_grid.values)
+
+# %%
+# Video tutorial 5: 2D visualization
+# """"""""""""""""""""""""""""""""""
+
+# 2d plotting options
+gpv.plot_2d(geo_model, show_value=True, show_lith=False, show_scalar=True, series_n=1, cell_number=25)
+
+# %%
+
+# Create custom section lines
+gp.set_section_grid(
+    grid=geo_model.grid,
+    section_dict={
+        'section1': ([0, 0], [2500, 1000], [100, 50]),
+        'section2': ([1000, 1000], [1500, 0], [100, 100]),
+    }
+)
+
+# %%
+
+# Show custom cross-section traces
+gpv.plot_section_traces(geo_model)
+
+# %%
+
+# Recompute model as a new grid was added
+gp.compute_model(geo_model)
+
+# %%
+
+# Display custom cross-sections
+gpv.plot_2d(geo_model, section_names=['section1', 'section2'], show_data=False)
+
+# %%
+# Video tutorial 6: 3D visualization
+# """"""""""""""""""""""""""""""""""
+
+# Display the result in 3d
+gpv.plot_3d(geo_model, show_lith=True, show_boundaries=True, ve=None)
+
+# %%
+
+# How to access DC meshes
+geo_model.solutions.dc_meshes[0].dc_data
+
+# %%
+# Video tutorial 7: 2D Topography
+# """""""""""""""""""""""""""""""
+
+# Setting a randomly generated topography
+import numpy as np
+
+gp.set_topography_from_random(
+    grid=geo_model.grid,
+    fractal_dimension=1.2,
+    d_z=np.array([700, 900]),
+    topography_resolution=np.array([250, 100])
+)
+
+# %%
+
+# Recompute model as a new grid was added
+gp.compute_model(geo_model)
+
+# %%
+
+# Display a cross-section with topography
+gpv.plot_2d(geo_model, show_topography=True)
+
+# %%
+
+# Displaying a geological map
+gpv.plot_2d(geo_model, show_topography=True, section_names=['topography'], show_boundaries=False, show_data=False)
+
+# %%
+
+# Display the 3d model with topography
+gpv.plot_3d(geo_model, show_lith=True, show_topography=True)