|
| 1 | +************** |
| 2 | +Plotters |
| 3 | +************** |
| 4 | + |
| 5 | +The COMPAS plotters (:mod:`compas_plotters`) provide an easy-to-use inteface for basic 2D visualisation |
| 6 | +of COMPAS objects based on matplotlib. |
| 7 | + |
| 8 | +The package contains four types of plotters: |
| 9 | +:class:`compas_plotters.GeometryPlotter`, |
| 10 | +:class:`compas_plotters.NetworkPlotter`, |
| 11 | +:class:`compas_plotters.MeshPlotter`, and ... :class:`compas_plotters.Plotter`. |
| 12 | +The first three are deprecated in favour of :class:`compas_plotters.Plotter`, which is therefore the only one that will be described in this tutorial. |
| 13 | + |
| 14 | + |
| 15 | +Example |
| 16 | +======= |
| 17 | + |
| 18 | +.. figure:: /_images/tutorial/plotters_example.png |
| 19 | + :figclass: figure |
| 20 | + :class: figure-img img-fluid |
| 21 | + |
| 22 | +.. code-block:: python |
| 23 | +
|
| 24 | + import random |
| 25 | + import compas |
| 26 | + from compas.geometry import Circle, Polyline |
| 27 | + from compas.datastructures import Network |
| 28 | + from compas_plotters import Plotter |
| 29 | +
|
| 30 | + network = Network.from_obj(compas.get('grid_irregular.obj')) |
| 31 | +
|
| 32 | + start, end = random.sample(network.leaves(), 2) |
| 33 | + path = network.shortest_path(start, end) |
| 34 | + points = network.nodes_attributes('xy', keys=path) |
| 35 | +
|
| 36 | + polyline = Polyline(points) |
| 37 | + circles = [Circle([point, [0, 0, 1]], 0.1 * index) for index, point in enumerate(points)] |
| 38 | +
|
| 39 | + plotter = Plotter() |
| 40 | +
|
| 41 | + plotter.add(network) |
| 42 | + plotter.add(polyline, linewidth=3) |
| 43 | + plotter.add_from_list(circles, facecolor=(0, 1, 1)) |
| 44 | +
|
| 45 | + plotter.zoom_extents() |
| 46 | + plotter.show() |
| 47 | +
|
| 48 | +
|
| 49 | +Basic Usage |
| 50 | +=========== |
| 51 | + |
| 52 | +Using :class:`compas_plotters.Plotter` is very simple. |
| 53 | + |
| 54 | +1. Create a plotter instance. |
| 55 | +2. Add Objects. |
| 56 | +3. Optionally zoom the extents of all objects that were added. |
| 57 | +4. Show the plot. |
| 58 | + |
| 59 | +.. code-block:: python |
| 60 | +
|
| 61 | + plotter = Plotter() |
| 62 | +
|
| 63 | + # add objects |
| 64 | +
|
| 65 | + plotter.zoom_extents() |
| 66 | + plotter.show() |
| 67 | +
|
| 68 | +COMPAS geometry objects and data structures can be added using :meth:`compas_plotters.Plotter.add`. |
| 69 | +By adding an object, a corresponding "artist" is created automatically in the background, |
| 70 | +and the plotter will use the artist to visualize the object. |
| 71 | + |
| 72 | +The artists provide many configuration options to modify the display styles of the objects. |
| 73 | +The :meth:`compas_plotters.Plotter.add` method accepts additional keyword arguments corresponding to those configuration options. |
| 74 | +See the API reference of the individual artists for the available options per object type. |
| 75 | + |
| 76 | +.. code-block:: python |
| 77 | +
|
| 78 | + point = Point(0, 0, 0) |
| 79 | +
|
| 80 | + plotter.add(point, size=10, facecolor=(1.0, 0.7, 0.7), edgecolor=(1.0, 0, 0)) |
| 81 | +
|
| 82 | +Alternatively, multiple objects of the same type can also be added using :meth:`compas_plotters.Plotter.add_from_list`. |
| 83 | +In this case all configurations options will be applied uniformly to all objects in the list. |
| 84 | + |
| 85 | +.. code-block:: python |
| 86 | +
|
| 87 | + cloud = Pointcloud.from_bounds(10, 10, 0, 100) |
| 88 | +
|
| 89 | + plotter.add_from_list(cloud.points, size=1, facecolor=(1.0, 0.7, 0.7), edgecolor=(1.0, 0, 0)) |
| 90 | +
|
| 91 | +
|
| 92 | +Geometry Objects |
| 93 | +================ |
| 94 | + |
| 95 | +Most of the geometry primitives are supported |
| 96 | +and can be added to a plotter instance as described above: |
| 97 | + |
| 98 | +* :class:`compas.geometry.Point` |
| 99 | +* :class:`compas.geometry.Vector` |
| 100 | +* :class:`compas.geometry.Line` |
| 101 | +* :class:`compas.geometry.Circle` |
| 102 | +* :class:`compas.geometry.Ellipse` |
| 103 | +* :class:`compas.geometry.Polyline` |
| 104 | +* :class:`compas.geometry.Polygon` |
| 105 | + |
| 106 | +Bezier curves and pointclouds are currently not available yet, but will be added as well. |
| 107 | +Note that in all cases, the ``z`` coordinates of the objects are simply ignored, and only a 2D representation is depicted. |
| 108 | + |
| 109 | +.. code-block:: python |
| 110 | +
|
| 111 | + plotter.add(point) |
| 112 | + plotter.add(vector) |
| 113 | + plotter.add(line) |
| 114 | + plotter.add(circle) |
| 115 | + plotter.add(ellipse) |
| 116 | + plotter.add(polyline) |
| 117 | + plotter.add(polygon) |
| 118 | +
|
| 119 | +
|
| 120 | +Data Structures |
| 121 | +=============== |
| 122 | + |
| 123 | +Of the three types of data structures, only network and mesh are supported. |
| 124 | +Also in this case, the ``z`` coordinates of the geometry is ignored, and only a 2D representation is depicted. |
| 125 | + |
| 126 | +.. code-block:: python |
| 127 | +
|
| 128 | + plotter.add(point) |
| 129 | + plotter.add(vector) |
| 130 | +
|
| 131 | +
|
| 132 | +Visualisation Options |
| 133 | +===================== |
| 134 | + |
| 135 | +Line and Polyline |
| 136 | +----------------- |
| 137 | + |
| 138 | +.. rst-class:: table table-bordered |
| 139 | + |
| 140 | +.. list-table:: |
| 141 | + :widths: auto |
| 142 | + :header-rows: 1 |
| 143 | + |
| 144 | + * - Name |
| 145 | + - Value |
| 146 | + - Default |
| 147 | + * - ``linewidth`` |
| 148 | + - :obj:`float` |
| 149 | + - ``1.0`` |
| 150 | + * - ``linestyle`` |
| 151 | + - ``{'solid', 'dotted', 'dashed', 'dashdot'}`` |
| 152 | + - ``'solid'`` |
| 153 | + * - ``color`` |
| 154 | + - :obj:`tuple` |
| 155 | + - ``(0.0, 0.0, 0.0)`` |
| 156 | + * - ``draw_points`` |
| 157 | + - :obj:`bool` |
| 158 | + - ``False`` |
| 159 | + |
| 160 | +.. code-block:: python |
| 161 | +
|
| 162 | + pointcloud = Pointcloud.from_bounds(8, 5, 0, 10) |
| 163 | +
|
| 164 | + for a, b in grouper(pointcloud, 2): |
| 165 | + line = Line(a, b) |
| 166 | + plotter.add(line, |
| 167 | + linewidth=2.0, |
| 168 | + linestyle=random.choice(['dotted', 'dashed', 'solid']), |
| 169 | + color=i_to_rgb(random.random(), normalize=True), |
| 170 | + draw_points=True) |
| 171 | +
|
| 172 | +.. figure:: /_images/tutorial/plotters_line-options.png |
| 173 | + :figclass: figure |
| 174 | + :class: figure-img img-fluid |
| 175 | + |
| 176 | + |
| 177 | +Circle, Ellipse, Polygon |
| 178 | +------------------------ |
| 179 | + |
| 180 | +.. rst-class:: table table-bordered |
| 181 | + |
| 182 | +.. list-table:: |
| 183 | + :widths: auto |
| 184 | + :header-rows: 1 |
| 185 | + |
| 186 | + * - Name |
| 187 | + - Value |
| 188 | + - Default |
| 189 | + * - ``linewidth`` |
| 190 | + - :obj:`float` |
| 191 | + - ``1.0`` |
| 192 | + * - ``linestyle`` |
| 193 | + - ``{'solid', 'dotted', 'dashed', 'dashdot'}`` |
| 194 | + - ``'solid'`` |
| 195 | + * - ``facecolor`` |
| 196 | + - :obj:`tuple` |
| 197 | + - ``(1.0, 1.0, 1.0)`` |
| 198 | + * - ``edgecolor`` |
| 199 | + - :obj:`tuple` |
| 200 | + - ``(0.0, 0.0, 0.0)`` |
| 201 | + * - ``alpha`` |
| 202 | + - :obj:`float` |
| 203 | + - ``1.0`` |
| 204 | + * - ``fill`` |
| 205 | + - :obj:`bool` |
| 206 | + - ``True`` |
| 207 | + |
| 208 | +.. code-block:: python |
| 209 | +
|
| 210 | + poly1 = Polygon.from_sides_and_radius_xy(5, 1.0) |
| 211 | + poly2 = Polygon.from_sides_and_radius_xy(5, 1.0).transformed(Translation.from_vector([0.5, -0.25, 0])) |
| 212 | + poly3 = Polygon.from_sides_and_radius_xy(5, 1.0).transformed(Translation.from_vector([0.75, +0.25, 0])) |
| 213 | +
|
| 214 | + plotter.add(poly1, linewidth=3.0, facecolor=(0.8, 1.0, 0.8), edgecolor=(0.0, 1.0, 0.0)) |
| 215 | + plotter.add(poly2, linestyle='dashed', facecolor=(1.0, 0.8, 0.8), edgecolor=(1.0, 0.0, 0.0)) |
| 216 | + plotter.add(poly3, alpha=0.5) |
| 217 | +
|
| 218 | +.. figure:: /_images/tutorial/plotters_polygon-options.png |
| 219 | + :figclass: figure |
| 220 | + :class: figure-img img-fluid |
| 221 | + |
| 222 | + |
| 223 | +Points |
| 224 | +------ |
| 225 | + |
| 226 | +.. rst-class:: table table-bordered |
| 227 | + |
| 228 | +.. list-table:: |
| 229 | + :widths: auto |
| 230 | + :header-rows: 1 |
| 231 | + |
| 232 | + * - Name |
| 233 | + - Value |
| 234 | + - Default |
| 235 | + * - ``size`` |
| 236 | + - :obj:`int` |
| 237 | + - ``5`` |
| 238 | + * - ``facecolor`` |
| 239 | + - :obj:`tuple` |
| 240 | + - ``(1.0, 1.0, 1.0)`` |
| 241 | + * - ``edgecolor`` |
| 242 | + - :obj:`tuple` |
| 243 | + - ``(0.0, 0.0, 0.0)`` |
| 244 | + |
| 245 | +.. code-block:: python |
| 246 | +
|
| 247 | + pointcloud = Pointcloud.from_bounds(8, 5, 0, 10) |
| 248 | +
|
| 249 | + for point in pointcloud: |
| 250 | + plotter.add(point, size=random.randint(1, 10), edgecolor=i_to_rgb(random.random(), normalize=True)) |
| 251 | +
|
| 252 | +.. figure:: /_images/tutorial/plotters_point-options.png |
| 253 | + :figclass: figure |
| 254 | + :class: figure-img img-fluid |
| 255 | + |
| 256 | + |
| 257 | +Vectors |
| 258 | +------- |
| 259 | + |
| 260 | +.. rst-class:: table table-bordered |
| 261 | + |
| 262 | +.. list-table:: |
| 263 | + :widths: auto |
| 264 | + :header-rows: 1 |
| 265 | + |
| 266 | + * - Name |
| 267 | + - Value |
| 268 | + - Default |
| 269 | + * - ``point`` |
| 270 | + - :class:`compas.geometry.Point` |
| 271 | + - ``None`` |
| 272 | + * - ``draw_point`` |
| 273 | + - :obj:`bool` |
| 274 | + - ``False`` |
| 275 | + * - ``color`` |
| 276 | + - :obj:`tuple` |
| 277 | + - ``(0.0, 0.0, 0.0)`` |
| 278 | + |
| 279 | +.. code-block:: python |
| 280 | +
|
| 281 | + pointcloud = Pointcloud.from_bounds(8, 5, 0, 10) |
| 282 | +
|
| 283 | + for index, (a, b) in enumerate(pairwise(pointcloud)): |
| 284 | + vector = b - a |
| 285 | + vector.unitize() |
| 286 | + plotter.add(vector, point=a, draw_point=True, color=i_to_red(max(index / 10, 0.1), normalize=True)) |
| 287 | +
|
| 288 | +.. figure:: /_images/tutorial/plotters_vector-options.png |
| 289 | + :figclass: figure |
| 290 | + :class: figure-img img-fluid |
| 291 | + |
| 292 | + |
| 293 | +Dynamic Plots |
| 294 | +============= |
| 295 | + |
| 296 | +Dynamic plots, or animations, can be made with the "on" decorator :meth:`compas_plotters.Plotter.on`. |
| 297 | +Simply add the decorator to a callback functions that updates the geometry in the plot at a specified interval. |
| 298 | + |
| 299 | +.. code-block:: python |
| 300 | +
|
| 301 | + @plotter.on(interval=0.1, frames=50) |
| 302 | + def move(frame): |
| 303 | + for a, b in pairwise(pointcloud): |
| 304 | + vector = b - a |
| 305 | + a.transform(Translation.from_vector(vector * 0.1)) |
| 306 | +
|
| 307 | +For example, the following will update the locations of the points of a pointcloud |
| 308 | +for 50 frames and with an interval of 0.1 seconds between the frames. |
| 309 | + |
| 310 | +.. code-block:: python |
| 311 | +
|
| 312 | + from compas.geometry import Pointcloud, Translation |
| 313 | + from compas.utilities import i_to_red, pairwise |
| 314 | +
|
| 315 | + from compas_plotters import Plotter |
| 316 | +
|
| 317 | + plotter = Plotter(figsize=(8, 5)) |
| 318 | +
|
| 319 | + pointcloud = Pointcloud.from_bounds(8, 5, 0, 10) |
| 320 | +
|
| 321 | + for index, (a, b) in enumerate(pairwise(pointcloud)): |
| 322 | + artist = plotter.add(a, edgecolor=i_to_red(max(index / 10, 0.1), normalize=True)) |
| 323 | +
|
| 324 | + plotter.add(b, size=10, edgecolor=(1, 0, 0)) |
| 325 | + plotter.zoom_extents() |
| 326 | + plotter.pause(1.0) |
| 327 | +
|
| 328 | + @plotter.on(interval=0.1, frames=50) |
| 329 | + def move(frame): |
| 330 | + for a, b in pairwise(pointcloud): |
| 331 | + vector = b - a |
| 332 | + a.transform(Translation.from_vector(vector * 0.1)) |
| 333 | +
|
| 334 | +If you want to keep the plot alive at the end of the animation, add a call to ``show``. |
| 335 | + |
| 336 | +.. code-block:: python |
| 337 | +
|
| 338 | + plotter.show() |
| 339 | +
|
| 340 | +To save the animation to an animated gif, set the ``record`` flag to ``True``, and add a ``recording`` path. |
| 341 | + |
| 342 | +.. code-block:: python |
| 343 | +
|
| 344 | + @plotter.on(interval=0.1, frames=50, record=True, recording='docs/_images/tutorial/plotters_dynamic.gif') |
| 345 | + def move(frame): |
| 346 | + for a, b in pairwise(pointcloud): |
| 347 | + vector = b - a |
| 348 | + a.transform(Translation.from_vector(vector * 0.1)) |
| 349 | +
|
| 350 | +.. figure:: /_images/tutorial/plotters_dynamic.gif |
| 351 | + :figclass: figure |
| 352 | + :class: figure-img img-fluid |
| 353 | + |
| 354 | + |
| 355 | +Interactive Plots |
| 356 | +================= |
| 357 | + |
| 358 | +*Coming soon*. |
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