|
| 1 | +""" |
| 2 | +Routines to export geological model data to file in a variety of formats |
| 3 | +""" |
| 4 | +import logging |
| 5 | +from pyevtk.hl import unstructuredGridToVTK, pointsToVTK |
| 6 | +from pyevtk.vtk import VtkTriangle |
| 7 | +import numpy as np |
| 8 | + |
| 9 | +from LoopStructural.utils.helper import create_box |
| 10 | +from LoopStructural.export.file_formats import FileFormat |
| 11 | + |
| 12 | + |
| 13 | +logger = logging.getLogger(__name__) |
| 14 | + |
| 15 | + |
| 16 | +def write_cubeface(model, file_name, data_label, nsteps, file_format): |
| 17 | + """ |
| 18 | + Writes out the model as a cuboid with six rectangular surfaces |
| 19 | +
|
| 20 | + Parameters |
| 21 | + ---------- |
| 22 | + model : GeologicalModel object |
| 23 | + Geological model to export |
| 24 | + file_name : string |
| 25 | + Name of file that model is exported to, including path, but without the file extension |
| 26 | + data_label : string |
| 27 | + A data label to insert into export file |
| 28 | + nsteps : np.array([num-x-steps, num-y-steps, num-z-steps]) |
| 29 | + 3d array dimensions |
| 30 | + file_format: export.fileformats.FileFormat object |
| 31 | + Desired format of exported file |
| 32 | +
|
| 33 | + Returns |
| 34 | + ------- |
| 35 | + True if successful |
| 36 | +
|
| 37 | + """ |
| 38 | + if file_format == FileFormat.VTK: |
| 39 | + return _write_cubeface_evtk(model, file_name, data_label, nsteps) |
| 40 | + |
| 41 | + logger.warning("Cannot export to file - format {} not supported yet".format(str(file_format))) |
| 42 | + return False |
| 43 | + |
| 44 | + |
| 45 | +def write_vol(model, file_name, data_label, nsteps, file_format): |
| 46 | + """ |
| 47 | + Writes out the model as a 3d volume grid |
| 48 | +
|
| 49 | + Parameters |
| 50 | + ---------- |
| 51 | + model : GeologicalModel object |
| 52 | + Geological model to export |
| 53 | + file_name : string |
| 54 | + Name of file that model is exported to, including path, but without the file extension |
| 55 | + data_label : string |
| 56 | + A data label to insert into export file |
| 57 | + nsteps : np.array([num-x-steps, num-y-steps, num-z-steps]) |
| 58 | + 3d array dimensions |
| 59 | + file_format: export.fileformats.FileFormat object |
| 60 | + Desired format of exported file |
| 61 | +
|
| 62 | + Returns |
| 63 | + ------- |
| 64 | + True if successful |
| 65 | +
|
| 66 | + """ |
| 67 | + if file_format == FileFormat.VTK: |
| 68 | + return _write_vol_evtk(model, file_name, data_label, nsteps) |
| 69 | + |
| 70 | + logger.warning("Cannot export to file - format {} not supported yet".format(str(file_format))) |
| 71 | + return False |
| 72 | + |
| 73 | + |
| 74 | +def _write_cubeface_evtk(model, file_name, data_label, nsteps, real_coords=True): |
| 75 | + """ |
| 76 | + Writes out the model as a cuboid with six rectangular surfaces |
| 77 | +
|
| 78 | + Parameters |
| 79 | + ---------- |
| 80 | + model : GeologicalModel object |
| 81 | + Geological model to export |
| 82 | + file_name : string |
| 83 | + Name of file that model is exported to, including path, but without the file extension |
| 84 | + data_label : string |
| 85 | + A data label to insert into export file |
| 86 | + nsteps : np.array([num-x-steps, num-y-steps, num-z-steps]) |
| 87 | + 3d array dimensions |
| 88 | +
|
| 89 | + Returns |
| 90 | + ------- |
| 91 | + True if successful |
| 92 | +
|
| 93 | + """ |
| 94 | + # Evaluate model at points |
| 95 | + points, tri = create_box(model.bounding_box, nsteps) |
| 96 | + val = model.evaluate_model(points, scale=False) |
| 97 | + if real_coords: |
| 98 | + model.rescale(points) |
| 99 | + |
| 100 | + # Define vertices |
| 101 | + x = np.zeros(points.shape[0]) |
| 102 | + y = np.zeros(points.shape[0]) |
| 103 | + z = np.zeros(points.shape[0]) |
| 104 | + for i in range(points.shape[0]): |
| 105 | + x[i], y[i], z[i] = points[i][0], points[i][1], points[i][2] |
| 106 | + |
| 107 | + # Define connectivity or vertices that belongs to each element |
| 108 | + conn = np.zeros(tri.shape[0] * 3) |
| 109 | + for i in range(tri.shape[0]): |
| 110 | + conn[i*3], conn[i*3+1], conn[i*3+2] = tri[i][0], tri[i][1], tri[i][2] |
| 111 | + |
| 112 | + # Define offset of last vertex of each element |
| 113 | + offset = np.zeros(tri.shape[0]) |
| 114 | + for i in range(tri.shape[0]): |
| 115 | + offset[i] = (i+1)*3 |
| 116 | + |
| 117 | + # Define cell types |
| 118 | + ctype = np.full(tri.shape[0], VtkTriangle.tid) |
| 119 | + |
| 120 | + try: |
| 121 | + unstructuredGridToVTK(file_name, x, y, z, connectivity = conn, offsets = offset, cell_types = ctype, cellData = None, pointData = {data_label: val}) |
| 122 | + except Exception as e: |
| 123 | + logger.warning("Cannot export cuboid surface to file {}: {}".format(file_name, str(e))) |
| 124 | + return False |
| 125 | + return True |
| 126 | + |
| 127 | + |
| 128 | +def _write_vol_evtk(model, file_name, data_label, nsteps, real_coords=True): |
| 129 | + """ |
| 130 | + Writes out the model as a 3d volume grid |
| 131 | +
|
| 132 | + Parameters |
| 133 | + ---------- |
| 134 | + model : GeologicalModel object |
| 135 | + Geological model to export |
| 136 | + file_name : string |
| 137 | + Name of file that model is exported to, including path, but without the file extension |
| 138 | + data_label : string |
| 139 | + A data label to insert into export file |
| 140 | + nsteps : np.array([num-x-steps, num-y-steps, num-z-steps]) |
| 141 | + 3d array dimensions |
| 142 | +
|
| 143 | + Returns |
| 144 | + ------- |
| 145 | + True if successful |
| 146 | +
|
| 147 | + """ |
| 148 | + # Define grid spacing |
| 149 | + loop_X = np.linspace(model.bounding_box[0, 0], model.bounding_box[1, 0], nsteps[0]) |
| 150 | + loop_Y = np.linspace(model.bounding_box[0, 1], model.bounding_box[1, 1], nsteps[1]) |
| 151 | + loop_Z = np.linspace(model.bounding_box[0, 2], model.bounding_box[1, 2], nsteps[2]) |
| 152 | + |
| 153 | + # Generate model values in 3d grid |
| 154 | + xx, yy, zz = np.meshgrid(loop_X, loop_Y, loop_Z, indexing='ij') |
| 155 | + xyz = np.array([xx.flatten(), yy.flatten(), zz.flatten()]).T |
| 156 | + vals = model.evaluate_model(xyz, scale=False) |
| 157 | + if real_coords: |
| 158 | + model.rescale(xyz) |
| 159 | + |
| 160 | + # Define vertices |
| 161 | + x = np.zeros(xyz.shape[0]) |
| 162 | + y = np.zeros(xyz.shape[0]) |
| 163 | + z = np.zeros(xyz.shape[0]) |
| 164 | + for i in range(xyz.shape[0]): |
| 165 | + x[i], y[i], z[i] = xyz[i][0], xyz[i][1], xyz[i][2] |
| 166 | + |
| 167 | + # Write to grid |
| 168 | + try: |
| 169 | + pointsToVTK(file_name, x, y, z, data= { data_label: vals}) |
| 170 | + except Exception as e: |
| 171 | + logger.warning("Cannot export volume to file {}: {}".format(file_name, str(e))) |
| 172 | + return False |
| 173 | + return True |
| 174 | + |
| 175 | + |
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