|
| 1 | +========================== |
| 2 | +Using Visualea : Beginning |
| 3 | +========================== |
| 4 | + |
| 5 | +Here is a tutorial in which you will see how to implement a simple modeling problem in *Visualea* |
| 6 | + |
| 7 | +.. image:: ./images/beginner/intro.gif |
| 8 | + |
| 9 | +Here is what you need for the following tutorial |
| 10 | +:: |
| 11 | + conda create -n visualea_tuto -c openalea openalea.visualea openalea.components openalea.plantgl boost=1.66 -c openalea/label/unstable |
| 12 | + conda activate visualea_tuto |
| 13 | + |
| 14 | +Once you installed and activated the OpenAlea environment (see `Installation <https://openaleadocs.readthedocs.io/en/latest/install.html>`_), execute this |
| 15 | +:: |
| 16 | + |
| 17 | + visualea |
| 18 | + |
| 19 | +The Goal |
| 20 | +======== |
| 21 | + |
| 22 | +We measured some tree data and saved these in a tabbed editor (like Excel). The data has been exported in a CSV file. We want to have a simple 3D representation of the measured tree. |
| 23 | + |
| 24 | +Here is the data : |
| 25 | + |
| 26 | +.. csv-table:: |
| 27 | + :header: "X", "Y", "crown_up", "crown_bot", "trunk_diameter" |
| 28 | + :widths: 15, 15, 20, 20, 20 |
| 29 | + |
| 30 | + 0, 0, 10, 20, 2 |
| 31 | + 10, 12, 12, 18, 3 |
| 32 | + 20, 22, 8, 23, 3.4 |
| 33 | + 0, 18, 14, 22, 2.5 |
| 34 | + |
| 35 | +You may want to download the `CSV file <https://github.com/openalea/openalea.rtfd.io/blob/master/doc/_static/stand.csv>`_. |
| 36 | + |
| 37 | +Step 1 : Create Your Own Package |
| 38 | +================================ |
| 39 | + |
| 40 | +First of all, we need to create a package where to put your work (dataflow, node definition, data, …). A package is in fact a simple directory containing python files. |
| 41 | + |
| 42 | +Create a package |
| 43 | +---------------- |
| 44 | + |
| 45 | +#. Select **Package Manager** -> **Add** -> **Package** |
| 46 | +#. Fill the form : |
| 47 | + |
| 48 | + * **Name** : standbuilder |
| 49 | + * **Description** : build stand representation from measured data |
| 50 | + * **Version** : 0.1 |
| 51 | + * **License** : Cecill-C |
| 52 | + * **Authors** : All collaborators and package writer |
| 53 | + * **Institutes** : … |
| 54 | + * **URL** : … |
| 55 | + * **Path** : /home/myhome/openalea_pkg (could be anywhere you want) |
| 56 | + |
| 57 | +#. Click "OK" |
| 58 | + |
| 59 | + |
| 60 | +.. image:: ./images/beginner/step1.gif |
| 61 | + |
| 62 | +Your new package should appear in the package manager. |
| 63 | + |
| 64 | +.. tip:: |
| 65 | + The path corresponds to the directory where the python file will be written. |
| 66 | + Choose it carefully in order to be able to find it later. |
| 67 | + |
| 68 | + |
| 69 | +Step 2 : Read CSV Data |
| 70 | +====================== |
| 71 | + |
| 72 | +Create a dataflow to read and view a file |
| 73 | +----------------------------------------- |
| 74 | + |
| 75 | +.. tip:: |
| 76 | + Leaving the cursor on any item in the Package Manager, or on nodes or ports in |
| 77 | + the dataflow view brings up a tooltip. Clicking on them also shows some documentation |
| 78 | + in the "Help" tab (bottom-left-hand corner). |
| 79 | + |
| 80 | +#. In the Package Manager tab (left column), open the *openalea.file* folder. You should |
| 81 | + see a list of nodes. |
| 82 | + |
| 83 | + .. note:: |
| 84 | + You can search for a particuliar node in the Search tab. |
| 85 | + |
| 86 | +#. In the Package Manager tab, drag the ``read`` node from the *openalea.file* package to the |
| 87 | + workspace. It should now appear on the canvas. |
| 88 | +#. In the workspace, right click on the ``read`` node and choose "Open Widget". |
| 89 | + Then browse for the "stand.csv" file (no need to validate anything, |
| 90 | + changes are automatically taken into account so you can simply close the window). |
| 91 | +#. In the package manager search the ``text`` in the **search tab**, then drag the ``text`` node from the *openalea.data structure.string* folder onto the workspace. |
| 92 | +#. Connect the output of the ``read`` node to the input of the ``text`` node. |
| 93 | + |
| 94 | + |
| 95 | +.. image:: ./images/beginner/step2.1.gif |
| 96 | + |
| 97 | + |
| 98 | +View the file contents |
| 99 | +---------------------- |
| 100 | + |
| 101 | +#. Right click on the ``text`` node and select "Run" |
| 102 | +#. Right click on the ``text`` node and select "Open Widget" |
| 103 | + |
| 104 | + |
| 105 | +Build a CSV object |
| 106 | +------------------ |
| 107 | + |
| 108 | +In order to manipulate the CSV data, we are going to build a CSV object. |
| 109 | + |
| 110 | +#. Select the search tab in the package manager |
| 111 | +#. Type CSV |
| 112 | +#. Drag the ``read csv`` node on the workspace |
| 113 | +#. Do the same to create a ``getitem`` node (``openalea.python method.getitem``) |
| 114 | +#. Connect ``read``'s output to ``read csv``'s input |
| 115 | +#. Connect ``read csv``'s first output to ``getitem``'s first input |
| 116 | +#. Add an ``int`` node on the workspace, and connect its output to the second input of ``getitem`` |
| 117 | +#. Execute the graph by selecting "Run" in the context menu of the ``getitem`` node |
| 118 | +#. Print the output in the shell : Right click on the output port, and select "Print" |
| 119 | + |
| 120 | + |
| 121 | +.. image:: ./images/beginner/step2.2.gif |
| 122 | + |
| 123 | + |
| 124 | +Save your work |
| 125 | +-------------- |
| 126 | + |
| 127 | +#. Select **File** -> **Save as composite node** (CTRL + S) |
| 128 | +#. In the selector dialog, click "New" Button |
| 129 | +#. In the new dialog |
| 130 | + |
| 131 | + * Select the standbuilder package in the combo box |
| 132 | + * Enter the name : *readcsv_1* |
| 133 | + * Add a description : *Read data file* |
| 134 | + * Click "Ok" |
| 135 | + |
| 136 | +#. In the selector, click "Ok" button |
| 137 | +#. The new graph should appear in the standbuilder package. |
| 138 | + |
| 139 | + |
| 140 | +.. image:: ./images/beginner/step2.3.gif |
| 141 | + |
| 142 | + |
| 143 | +Step 3 : Create a simple 3D representation of one tree |
| 144 | +====================================================== |
| 145 | + |
| 146 | +Before displaying the whole stand, we must rebuild a tree. |
| 147 | +In this tutorial we build a very simple tree representation composed by a |
| 148 | +sphere for the crown and a cylinder for the trunk. |
| 149 | + |
| 150 | +Create a 3D object |
| 151 | +------------------ |
| 152 | + |
| 153 | +This simple dataflow shows how to display a scene object. |
| 154 | + |
| 155 | +#. First step, we create a new workspace : Select **File** -> **New Empty Workspace** (CTRL+T) |
| 156 | +#. Create the following dataflow by using PlantGL nodes |
| 157 | + |
| 158 | + * ``plantgl.objects.cylinder`` creates a cylinder |
| 159 | + * ``plantgl.objects.translated`` moves the input object |
| 160 | + * ``openalea.data structure.tuple.tuple3`` to set the translation vector |
| 161 | + * ``plantgl.visualization.plot3d`` to view the result |
| 162 | + * ``openalea.data structure.float`` to set the parameters of the tuple3 node |
| 163 | + |
| 164 | + |
| 165 | +.. image:: ./images/beginner/step3.1.PNG |
| 166 | + |
| 167 | +Create a simple tree |
| 168 | +-------------------- |
| 169 | + |
| 170 | +To build our tree, we must construct a PlantGL scene containing a cylinder and a sphere. |
| 171 | + |
| 172 | +#. Modify the previous dataflow as follow: |
| 173 | + |
| 174 | + * Add a ``plantgl.objects.sphere`` object |
| 175 | + * Add a ``plantgl.objects.translated`` object |
| 176 | + * Add a ``plantgl.objects.scene`` object |
| 177 | + * Connect the 2 translated objects to a ``plantgl.objects.scene`` object |
| 178 | + |
| 179 | +#. Save this dataflow in your standbuilder package as **simple_tree** |
| 180 | + |
| 181 | + |
| 182 | +.. image:: ./images/beginner/step3.2.PNG |
| 183 | + |
| 184 | + |
| 185 | +Step 4 : Create a Macro Node / Group Nodes |
| 186 | +========================================== |
| 187 | + |
| 188 | +We will need to use the previous dataflow to build trees. |
| 189 | +To simplify this procedure, we would like to use a simple node and not a complex dataflow. |
| 190 | +For that we are going to embed the previous dataflow in a *composite node* (also named *macro node*). |
| 191 | + |
| 192 | +Transform simple_tree to a reusable composite node |
| 193 | +-------------------------------------------------- |
| 194 | + |
| 195 | +#. Select **simple_tree** in the package manager |
| 196 | +#. Right click on the **simple_tree** graph, select "Properties" and click on the "Inputs / Outputs" |
| 197 | + button |
| 198 | +#. Add 5 inputs with the + button : |
| 199 | + |
| 200 | + * X - IInt - 0 - X position |
| 201 | + * Y - IInt - 0 - Y position |
| 202 | + * crown_up - IFloat - 16.0 - Top of the crown |
| 203 | + * crown_bot - IFloat - 8.0 - Bottom of the crown |
| 204 | + * trunk_dia - IFloat - 3.0 - Trunk diameter |
| 205 | + |
| 206 | +#. Add 1 output with the + button |
| 207 | + |
| 208 | + * scene - None - PlanGL scene |
| 209 | + |
| 210 | + .. image:: ./images/beginner/step4.1.PNG |
| 211 | + :width: 40% |
| 212 | + |
| 213 | +#. Click "OK" and the buttons will appear in the workspace |
| 214 | + |
| 215 | +#. Double click **simple_tree** and modify the graph as follow |
| 216 | + |
| 217 | + * Connect input 0 and 1 to the X and Y nodes |
| 218 | + * Connect input 2 and 3 to a minus node ``openalea.math.-``, and connect the result |
| 219 | + to the crown radius |
| 220 | + * Connect input 5 to the trunk radius |
| 221 | + * Connect input 3 to the crown bottom |
| 222 | + |
| 223 | +#. Save your work as a new composite node in standbuilder named **tree_scene** |
| 224 | + |
| 225 | + |
| 226 | +.. image:: ./images/beginner/step4.2.PNG |
| 227 | + :width: 70% |
| 228 | + |
| 229 | + |
| 230 | +Using the new composite node in a dataflow |
| 231 | +------------------------------------------ |
| 232 | + |
| 233 | +#. Open our first dataflow **readcsv_1** in the standbuilder package (doubleclick) |
| 234 | +#. Drag the node ``standbuilder.tree_scene`` on the new workspace |
| 235 | +#. Add 5x ``getitem`` and 5x ``string`` object |
| 236 | +#. Connect the nodes as the picture in order to retrieve to different object properties |
| 237 | +#. Add a ``plangl.visualization.plot3D`` object and connect it to the output of ``tree_scene`` |
| 238 | +#. Run the dataflow several times and change the value of the first ``getitem`` (object index) |
| 239 | +#. Save the dataflow in the standbuilder package as **readcsv_2** |
| 240 | + |
| 241 | +Create a composite node by grouping nodes |
| 242 | +----------------------------------------- |
| 243 | + |
| 244 | +#. Select the 5 ``getitem`` and their associated ``string`` object |
| 245 | +#. Click on Menu **Workspace** -> **group** (CTRL+G) |
| 246 | +#. Run the dataflow |
| 247 | +#. Save it in the standbuilder package as **readcsv_3** |
| 248 | + |
| 249 | + |
| 250 | +.. image:: ./images/beginner/step4.3.PNG |
| 251 | + :width: 70% |
| 252 | + |
| 253 | +.. image:: ./images/beginner/step4.4.PNG |
| 254 | + :width: 20% |
| 255 | + |
| 256 | + |
| 257 | +Step 5 : Get the spatial distribution of the trees |
| 258 | +================================================== |
| 259 | + |
| 260 | +We want to extract from the csv object the X and Y properties and plot them in 2D. |
| 261 | + |
| 262 | +Extract data |
| 263 | +------------ |
| 264 | + |
| 265 | +#. Create a new workspace (CTRL+T) |
| 266 | +#. Add a ``read`` node and a ``read csv`` node to read a csv file |
| 267 | +#. Set the file to read by opening the ``read`` widget (*Open Widget*) |
| 268 | +#. Run and display the output (output port context menu -> *Print* or *Tooltip*) : it's a list of obj |
| 269 | +#. Add a ``getitem`` node and an ``int`` node to select an object in the list |
| 270 | +#. Add an ``extract`` node and 2 ``string`` nodes to select properties in a particular object |
| 271 | +#. Set the 2 ``string`` objects to X and Y |
| 272 | +#. Run and display the output (output port context menu -> *print* or *tooltip*) : it's a |
| 273 | + list containing the X and the Y properties of the selected object. |
| 274 | + |
| 275 | +.. image:: ./images/beginner/step5.1.PNG |
| 276 | + |
| 277 | +Implement iterative process |
| 278 | +--------------------------- |
| 279 | + |
| 280 | +We want to do the same thing, but for all the CSV objects contained in the file. |
| 281 | + |
| 282 | +#. Remove the ``getitem`` and the ``int`` nodes (with suppr) |
| 283 | +#. Add an ``openalea.function operator.map`` |
| 284 | +#. Connect the output of ``extract`` to the first input of ``map`` |
| 285 | +#. Connect the output of ``read csv`` to the second input of ``map`` |
| 286 | +#. Add an ``openalea.flow control.X`` node and connect its output the first input of ``extract`` |
| 287 | +#. Run the ``map`` object and display the result |
| 288 | + |
| 289 | +.. image:: ./images/beginner/step5.2.PNG |
| 290 | + |
| 291 | +.. note:: |
| 292 | + |
| 293 | + The X object represents a function variable. The map apply a |
| 294 | + function to each element received in its second input. |
| 295 | + |
| 296 | + |
| 297 | +Plot 2D |
| 298 | +------- |
| 299 | + |
| 300 | +#. Add the nodes ``openalea.plottools.VS Plot`` and ``openalea.plottools.tuples2seq`` on the workspace |
| 301 | +#. Connect the ``map`` output the input of ``tuples2seq`` and the last output the ``VS Plot`` node. |
| 302 | +#. Run the dataflow |
| 303 | +#. Save it in the standbuilder package as **plot_csv** |
| 304 | + |
| 305 | + |
| 306 | +Step 6 : Apply the process to multiple trees |
| 307 | +============================================ |
| 308 | + |
| 309 | +In this step, we used the same method to build the entire stand |
| 310 | + |
| 311 | +#. Open the ``readcsv_3`` dataflow |
| 312 | +#. Modify it in order to plot in 3D all the tree contained in the file and not only one |
| 313 | +#. Use a ``openalea.flow control.X`` node and a ``openalea.functional.map`` node |
| 314 | +#. Save this work in your standbuilder package as **plot_stand** |
| 315 | + |
| 316 | +.. image:: ./images/beginner/step6.1.PNG |
| 317 | + :width: 45% |
| 318 | +.. image:: ./images/beginner/step6.2.PNG |
| 319 | + :width: 45% |
| 320 | + |
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