|
| 1 | +import os |
| 2 | +import tempfile |
| 3 | + |
| 4 | +from trame import state |
| 5 | +from trame.layouts import SinglePageWithDrawer |
| 6 | +from trame.html import vtk, vuetify |
| 7 | + |
| 8 | +from vtkmodules.vtkFiltersSources import vtkConeSource |
| 9 | +from vtkmodules.vtkRenderingCore import ( |
| 10 | + vtkActor, |
| 11 | + vtkPolyDataMapper, |
| 12 | + vtkRenderer, |
| 13 | + vtkRenderWindow, |
| 14 | + vtkRenderWindowInteractor, |
| 15 | +) |
| 16 | + |
| 17 | +# Required for interactor initialization |
| 18 | +from vtkmodules.vtkInteractionStyle import vtkInteractorStyleSwitch # noqa |
| 19 | + |
| 20 | +# Required for rendering initialization, not necessary for |
| 21 | +# local rendering, but doesn't hurt to include it |
| 22 | +import vtkmodules.vtkRenderingOpenGL2 # noqa |
| 23 | + |
| 24 | +# vtk |
| 25 | +import vtk as vtkpackage |
| 26 | + |
| 27 | +# vtkCleaver |
| 28 | +try: |
| 29 | + from vtkCleaver import vtkCleaverImageToUnstructuredGridFilter |
| 30 | +except ImportError: |
| 31 | + from vtk import vtkCleaverImageToUnstructuredGridFilter |
| 32 | + |
| 33 | + |
| 34 | +# ----------------------------------------------------------------------------- |
| 35 | +# Constants |
| 36 | +# ----------------------------------------------------------------------------- |
| 37 | + |
| 38 | +DEFAULT_SAMPLING_RATE = 1.0 |
| 39 | +DEFAULT_FEATURE_SCALING = 1.0 |
| 40 | +DEFAULT_RATE_OF_CHANGE = 0.2 |
| 41 | + |
| 42 | + |
| 43 | +# ----------------------------------------------------------------------------- |
| 44 | +# VTK pipeline |
| 45 | +# ----------------------------------------------------------------------------- |
| 46 | + |
| 47 | +renderer = vtkRenderer() |
| 48 | +render_window = vtkRenderWindow() |
| 49 | +render_window.AddRenderer(renderer) |
| 50 | + |
| 51 | +render_window_interactor = vtkRenderWindowInteractor() |
| 52 | +render_window_interactor.SetRenderWindow(render_window) |
| 53 | +render_window_interactor.GetInteractorStyle().SetCurrentStyleToTrackballCamera() |
| 54 | + |
| 55 | +cleaver_mesher = vtkCleaverImageToUnstructuredGridFilter() |
| 56 | + |
| 57 | +# remove the background mesh with label 0 |
| 58 | +threshold = vtkpackage.vtkThreshold() |
| 59 | +threshold.SetInputConnection(cleaver_mesher.GetOutputPort()) |
| 60 | +threshold.SetThresholdFunction(threshold.THRESHOLD_UPPER) |
| 61 | +threshold.SetUpperThreshold(0.99) |
| 62 | + |
| 63 | +sF = vtkpackage.vtkDataSetSurfaceFilter() |
| 64 | +sF.SetInputConnection(threshold.GetOutputPort()) |
| 65 | + |
| 66 | +mapper = vtkpackage.vtkPolyDataMapper() |
| 67 | +mapper.SetInputConnection(sF.GetOutputPort()) |
| 68 | +mapper.ScalarVisibilityOn() |
| 69 | +mapper.SetScalarModeToUseCellData() |
| 70 | +mapper.SetColorModeToMapScalars() |
| 71 | + |
| 72 | +actor = vtkActor() |
| 73 | +actor.GetProperty().SetEdgeVisibility(True) |
| 74 | +actor.SetMapper(mapper) |
| 75 | + |
| 76 | +xmlReader = vtkpackage.vtkXMLImageDataReader() |
| 77 | +nrrdReader = vtkpackage.vtkNrrdReader() |
| 78 | + |
| 79 | +input_images = {} |
| 80 | + |
| 81 | +state.cleaver_running = False |
| 82 | +state.input_available = False |
| 83 | +state.input_file_names = [] |
| 84 | + |
| 85 | +# ----------------------------------------------------------------------------- |
| 86 | +# Functions |
| 87 | +# ----------------------------------------------------------------------------- |
| 88 | + |
| 89 | +@state.change("files") |
| 90 | +def load_client_files(files, **kwargs): |
| 91 | + |
| 92 | + input_images.clear() |
| 93 | + |
| 94 | + if files and len(files): |
| 95 | + if not files[0].get("content"): |
| 96 | + return |
| 97 | + for file in files: |
| 98 | + fileName = file.get("name") |
| 99 | + print(f"Load {fileName}") |
| 100 | + ext = os.path.splitext(fileName)[1] |
| 101 | + reader = xmlReader |
| 102 | + if ext == ".nrrd": |
| 103 | + reader = nrrdReader |
| 104 | + |
| 105 | + with tempfile.NamedTemporaryFile(suffix=ext) as fp: |
| 106 | + fp.write(file.get("content")) |
| 107 | + fp.seek(0) |
| 108 | + |
| 109 | + reader.SetFileName(fp.name) |
| 110 | + reader.Update() |
| 111 | + |
| 112 | + img = vtkpackage.vtkImageData() |
| 113 | + img.ShallowCopy(reader.GetOutput()) |
| 114 | + |
| 115 | + input_images[fileName] = img |
| 116 | + |
| 117 | + state.input_file_names = list(input_images.keys()) |
| 118 | + |
| 119 | + |
| 120 | +def cleave_inputs(): |
| 121 | + state.cleaver_running = True |
| 122 | + |
| 123 | + cleaver_mesher.RemoveAllInputs() |
| 124 | + renderer.RemoveActor(actor) |
| 125 | + |
| 126 | + for fileName in state.input_file_names: |
| 127 | + cleaver_mesher.AddInputData(0, input_images[fileName]) |
| 128 | + |
| 129 | + print(state.rate_of_change) |
| 130 | + |
| 131 | + cleaver_mesher.SetSamplingRate(state.sampling_rate) |
| 132 | + cleaver_mesher.SetFeatureScaling(state.feature_scaling) |
| 133 | + cleaver_mesher.SetRateOfChange(state.rate_of_change) |
| 134 | + cleaver_mesher.Update() |
| 135 | + |
| 136 | + ugrid = cleaver_mesher.GetOutput() |
| 137 | + mapper.SetScalarRange(ugrid.GetCellData().GetScalars().GetRange()) |
| 138 | + |
| 139 | + renderer.AddActor(actor) |
| 140 | + renderer.ResetCamera() |
| 141 | + |
| 142 | + state.cleaver_running = False |
| 143 | + |
| 144 | + html_view.update() |
| 145 | + |
| 146 | + |
| 147 | +@state.change("input_file_names") |
| 148 | +def update_input_available(input_file_names, **kwargs): |
| 149 | + state.input_available = len(input_file_names) > 0 |
| 150 | + print(f"update_input_available: {state.input_available}") |
| 151 | + |
| 152 | + |
| 153 | +@state.change("sampling_rate") |
| 154 | +def update_sampling_rate(sampling_rate, **kwargs): |
| 155 | + print(f"sampling_rate: {sampling_rate}") |
| 156 | + |
| 157 | + |
| 158 | +def reset_sampling_rate(): |
| 159 | + state.sampling_rate = DEFAULT_SAMPLING_RATE |
| 160 | + |
| 161 | + |
| 162 | +@state.change("feature_scaling") |
| 163 | +def update_feature_scaling(feature_scaling, **kwargs): |
| 164 | + print(f"feature_scaling: {feature_scaling}") |
| 165 | + |
| 166 | + |
| 167 | +def reset_feature_scaling(): |
| 168 | + state.feature_scaling = DEFAULT_FEATURE_SCALING |
| 169 | + |
| 170 | + |
| 171 | +@state.change("rate_of_change") |
| 172 | +def update_rate_of_change(rate_of_change, **kwargs): |
| 173 | + print(f"rate_of_change: {rate_of_change}") |
| 174 | + |
| 175 | + |
| 176 | +def reset_rate_of_change(): |
| 177 | + state.rate_of_change = DEFAULT_RATE_OF_CHANGE |
| 178 | + |
| 179 | + |
| 180 | +# ----------------------------------------------------------------------------- |
| 181 | +# GUI Cards |
| 182 | +# ----------------------------------------------------------------------------- |
| 183 | + |
| 184 | +compact_style = { |
| 185 | + "hide_details": True, |
| 186 | + "dense": True, |
| 187 | +} |
| 188 | + |
| 189 | + |
| 190 | +def ui_card(title, ui_name): |
| 191 | + card_style = {} |
| 192 | + title_style = { |
| 193 | + "classes": "grey lighten-1 py-1 grey--text text--darken-3", |
| 194 | + "style": "user-select: none; cursor: pointer", |
| 195 | + **compact_style, |
| 196 | + } |
| 197 | + content_style = {"classes": "py-2"} |
| 198 | + with vuetify.VCard(**card_style): |
| 199 | + vuetify.VCardTitle(title, **title_style) |
| 200 | + content = vuetify.VCardText(**content_style) |
| 201 | + |
| 202 | + return content |
| 203 | + |
| 204 | +def input_card(): |
| 205 | + with ui_card("Input", "input"): |
| 206 | + vuetify.VFileInput( |
| 207 | + multiple=True, |
| 208 | + show_size=True, |
| 209 | + small_chips=True, |
| 210 | + truncate_length=25, |
| 211 | + v_model=("files", None), |
| 212 | + dense=True, |
| 213 | + hide_details=True, |
| 214 | + style="max-width: 300px;", |
| 215 | + accept=".nrrd,.vti", |
| 216 | + __properties=["accept"], |
| 217 | + ) |
| 218 | + |
| 219 | + # TODO Add a component allowing to re-order "state.input_file_names" |
| 220 | + # Possible approaches: |
| 221 | + # - v-simple-table + SortableJS |
| 222 | + # See https://codepen.io/mykysyk/pen/qBdBRMB |
| 223 | + # - v-chip + draggable |
| 224 | + # See https://github.com/vuetifyjs/vuetify/issues/11614 and https://jsfiddle.net/cjrqzkf0/ |
| 225 | + |
| 226 | + |
| 227 | +def sizing_field_row(**kwargs): |
| 228 | + with vuetify.VRow(): |
| 229 | + vuetify.VSlider( |
| 230 | + **kwargs, |
| 231 | + thumb_label=True, |
| 232 | + classes="my-1", |
| 233 | + **compact_style, |
| 234 | + ) |
| 235 | + with vuetify.VBtn(icon=True, click=reset_sampling_rate, **compact_style): |
| 236 | + vuetify.VIcon("mdi-restore") |
| 237 | + |
| 238 | + |
| 239 | +def sizing_field_card(): |
| 240 | + with ui_card("Sizing Field", "sizing-field"): |
| 241 | + sizing_field_row( |
| 242 | + v_model=("sampling_rate", DEFAULT_SAMPLING_RATE), |
| 243 | + min=0.01, |
| 244 | + max=99.9, |
| 245 | + step=1.0, |
| 246 | + label="Sampling Rate" |
| 247 | + ) |
| 248 | + sizing_field_row( |
| 249 | + v_model=("feature_scaling", DEFAULT_FEATURE_SCALING), |
| 250 | + min=0.0001, |
| 251 | + max=9999.0, |
| 252 | + step=0.0001, |
| 253 | + label="Feature Scaling" |
| 254 | + ) |
| 255 | + sizing_field_row( |
| 256 | + v_model=("rate_of_change", DEFAULT_RATE_OF_CHANGE), |
| 257 | + min=0.0001, |
| 258 | + max=10.0, |
| 259 | + step=0.0001, |
| 260 | + label="Rate of Change (Lipschitz)" |
| 261 | + ) |
| 262 | + |
| 263 | + |
| 264 | +def cleaving_tool_card(): |
| 265 | + with ui_card("Cleaving Tool", "cleaving-tool"): |
| 266 | + with vuetify.VRow(justify="center", **compact_style): |
| 267 | + vuetify.VBtn( |
| 268 | + "Cleave Mesh", |
| 269 | + disabled=("!input_available || cleaver_running",), |
| 270 | + loading=("cleaver_running", True), |
| 271 | + click=cleave_inputs, |
| 272 | + **compact_style, |
| 273 | + ) |
| 274 | + |
| 275 | +# ----------------------------------------------------------------------------- |
| 276 | +# GUI |
| 277 | +# ----------------------------------------------------------------------------- |
| 278 | + |
| 279 | +html_view = vtk.VtkLocalView(render_window) |
| 280 | + |
| 281 | +layout = SinglePageWithDrawer("Cleaver", on_ready=html_view.update) |
| 282 | +layout.title.set_text("Cleaver") |
| 283 | + |
| 284 | +with layout.drawer as drawer: |
| 285 | + drawer.width = 325 |
| 286 | + vuetify.VDivider() |
| 287 | + input_card() |
| 288 | + vuetify.VDivider() |
| 289 | + sizing_field_card() |
| 290 | + vuetify.VDivider() |
| 291 | + cleaving_tool_card() |
| 292 | + |
| 293 | +with layout.content: |
| 294 | + vuetify.VContainer( |
| 295 | + fluid=True, |
| 296 | + classes="pa-0 fill-height", |
| 297 | + children=[html_view], |
| 298 | + ) |
| 299 | + |
| 300 | +# ----------------------------------------------------------------------------- |
| 301 | +# Main |
| 302 | +# ----------------------------------------------------------------------------- |
| 303 | + |
| 304 | +if __name__ == "__main__": |
| 305 | + layout.start() |
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