.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/howto_plot/plot_animation.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        :ref:`Go to the end <sphx_glr_download_auto_examples_howto_plot_plot_animation.py>`
        to download the full example code.

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_auto_examples_howto_plot_plot_animation.py:


How to create Animations
========================

.. sectionauthor:: Florian Zill (Helmholtz Centre for Environmental Research GmbH - UFZ)

To demonstrate the creation of an animated plot we use a component transport
example from the ogs benchmark gallery
(https://www.opengeosys.org/docs/benchmarks/hydro-component/elder/).

.. GENERATED FROM PYTHON SOURCE LINES 13-21

.. code-block:: Python

    import matplotlib.pyplot as plt
    import numpy as np

    import ogstools as ot
    from ogstools import examples

    mesh_series = examples.load_meshseries_CT_2D_XDMF()








.. GENERATED FROM PYTHON SOURCE LINES 22-28

To read your own data as a mesh series you can do:

..  code-block:: python

  from ogstools.meshlib import MeshSeries
  mesh_series = MeshSeries("filepath/filename_pvd_or_xdmf")

.. GENERATED FROM PYTHON SOURCE LINES 30-34

You can choose which timesteps to render by passing either an int array
corresponding to the indices, or a float array corresponding to the timevalues
to render. If a requested timevalue is not part of the timeseries it will be
interpolated. In this case every second frame will be interpolated.

.. GENERATED FROM PYTHON SOURCE LINES 36-40

.. code-block:: Python

    timevalues = np.linspace(
        mesh_series.timevalues[0], mesh_series.timevalues[-1], num=25
    )








.. GENERATED FROM PYTHON SOURCE LINES 41-47

Now, let's animate the saturation solution. A timescale at the top
indicates existing timesteps and the position of the current timevalue.
Note that rendering many frames in conjunction with large meshes might take
a really long time. We can pass a ``plot_func`` which can apply custom
formatting and / or plotting. To modify the domain, we can use the transform
method of MeshSeries.

.. GENERATED FROM PYTHON SOURCE LINES 47-59

.. code-block:: Python



    def mesh_func(mesh: ot.Mesh) -> ot.Mesh:
        "Clip the left half of the mesh."
        return mesh.clip("-x", [0, 0, 0])


    def plot_func(ax: plt.Axes, timevalue: float) -> None:
        "Add the time to the title."
        ax.set_title(f"{timevalue/(365.25*86400):.1f} yrs")









.. GENERATED FROM PYTHON SOURCE LINES 60-64

.. code-block:: Python

    anim = mesh_series.transform(mesh_func).animate(
        ot.variables.saturation, timevalues, plot_func, vmin=0, vmax=100, dpi=50
    )




.. container:: sphx-glr-animation

    .. raw:: html

        
     <link rel="stylesheet"
     href="https://maxcdn.bootstrapcdn.com/font-awesome/4.4.0/css/font-awesome.min.css">
     <script language="javascript">
       function isInternetExplorer() {
         ua = navigator.userAgent;
         /* MSIE used to detect old browsers and Trident used to newer ones*/
         return ua.indexOf("MSIE ") > -1 || ua.indexOf("Trident/") > -1;
       }

       /* Define the Animation class */
       function Animation(frames, img_id, slider_id, interval, loop_select_id){
         this.img_id = img_id;
         this.slider_id = slider_id;
         this.loop_select_id = loop_select_id;
         this.interval = interval;
         this.current_frame = 0;
         this.direction = 0;
         this.timer = null;
         this.frames = new Array(frames.length);

         for (var i=0; i<frames.length; i++)
         {
          this.frames[i] = new Image();
          this.frames[i].src = frames[i];
         }
         var slider = document.getElementById(this.slider_id);
         slider.max = this.frames.length - 1;
         if (isInternetExplorer()) {
             // switch from oninput to onchange because IE <= 11 does not conform
             // with W3C specification. It ignores oninput and onchange behaves
             // like oninput. In contrast, Microsoft Edge behaves correctly.
             slider.setAttribute('onchange', slider.getAttribute('oninput'));
             slider.setAttribute('oninput', null);
         }
         this.set_frame(this.current_frame);
       }

       Animation.prototype.get_loop_state = function(){
         var button_group = document[this.loop_select_id].state;
         for (var i = 0; i < button_group.length; i++) {
             var button = button_group[i];
             if (button.checked) {
                 return button.value;
             }
         }
         return undefined;
       }

       Animation.prototype.set_frame = function(frame){
         this.current_frame = frame;
         document.getElementById(this.img_id).src =
                 this.frames[this.current_frame].src;
         document.getElementById(this.slider_id).value = this.current_frame;
       }

       Animation.prototype.next_frame = function()
       {
         this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));
       }

       Animation.prototype.previous_frame = function()
       {
         this.set_frame(Math.max(0, this.current_frame - 1));
       }

       Animation.prototype.first_frame = function()
       {
         this.set_frame(0);
       }

       Animation.prototype.last_frame = function()
       {
         this.set_frame(this.frames.length - 1);
       }

       Animation.prototype.slower = function()
       {
         this.interval /= 0.7;
         if(this.direction > 0){this.play_animation();}
         else if(this.direction < 0){this.reverse_animation();}
       }

       Animation.prototype.faster = function()
       {
         this.interval *= 0.7;
         if(this.direction > 0){this.play_animation();}
         else if(this.direction < 0){this.reverse_animation();}
       }

       Animation.prototype.anim_step_forward = function()
       {
         this.current_frame += 1;
         if(this.current_frame < this.frames.length){
           this.set_frame(this.current_frame);
         }else{
           var loop_state = this.get_loop_state();
           if(loop_state == "loop"){
             this.first_frame();
           }else if(loop_state == "reflect"){
             this.last_frame();
             this.reverse_animation();
           }else{
             this.pause_animation();
             this.last_frame();
           }
         }
       }

       Animation.prototype.anim_step_reverse = function()
       {
         this.current_frame -= 1;
         if(this.current_frame >= 0){
           this.set_frame(this.current_frame);
         }else{
           var loop_state = this.get_loop_state();
           if(loop_state == "loop"){
             this.last_frame();
           }else if(loop_state == "reflect"){
             this.first_frame();
             this.play_animation();
           }else{
             this.pause_animation();
             this.first_frame();
           }
         }
       }

       Animation.prototype.pause_animation = function()
       {
         this.direction = 0;
         if (this.timer){
           clearInterval(this.timer);
           this.timer = null;
         }
       }

       Animation.prototype.play_animation = function()
       {
         this.pause_animation();
         this.direction = 1;
         var t = this;
         if (!this.timer) this.timer = setInterval(function() {
             t.anim_step_forward();
         }, this.interval);
       }

       Animation.prototype.reverse_animation = function()
       {
         this.pause_animation();
         this.direction = -1;
         var t = this;
         if (!this.timer) this.timer = setInterval(function() {
             t.anim_step_reverse();
         }, this.interval);
       }
     </script>

     <style>
     .animation {
         display: inline-block;
         text-align: center;
     }
     input[type=range].anim-slider {
         width: 374px;
         margin-left: auto;
         margin-right: auto;
     }
     .anim-buttons {
         margin: 8px 0px;
     }
     .anim-buttons button {
         padding: 0;
         width: 36px;
     }
     .anim-state label {
         margin-right: 8px;
     }
     .anim-state input {
         margin: 0;
         vertical-align: middle;
     }
     </style>

     <div class="animation">
       <img id="_anim_imgf176b297059244fdb58cb9a01d04757b">
       <div class="anim-controls">
         <input id="_anim_sliderf176b297059244fdb58cb9a01d04757b" type="range" class="anim-slider"
                name="points" min="0" max="1" step="1" value="0"
                oninput="animf176b297059244fdb58cb9a01d04757b.set_frame(parseInt(this.value));">
         <div class="anim-buttons">
           <button title="Decrease speed" aria-label="Decrease speed" onclick="animf176b297059244fdb58cb9a01d04757b.slower()">
               <i class="fa fa-minus"></i></button>
           <button title="First frame" aria-label="First frame" onclick="animf176b297059244fdb58cb9a01d04757b.first_frame()">
             <i class="fa fa-fast-backward"></i></button>
           <button title="Previous frame" aria-label="Previous frame" onclick="animf176b297059244fdb58cb9a01d04757b.previous_frame()">
               <i class="fa fa-step-backward"></i></button>
           <button title="Play backwards" aria-label="Play backwards" onclick="animf176b297059244fdb58cb9a01d04757b.reverse_animation()">
               <i class="fa fa-play fa-flip-horizontal"></i></button>
           <button title="Pause" aria-label="Pause" onclick="animf176b297059244fdb58cb9a01d04757b.pause_animation()">
               <i class="fa fa-pause"></i></button>
           <button title="Play" aria-label="Play" onclick="animf176b297059244fdb58cb9a01d04757b.play_animation()">
               <i class="fa fa-play"></i></button>
           <button title="Next frame" aria-label="Next frame" onclick="animf176b297059244fdb58cb9a01d04757b.next_frame()">
               <i class="fa fa-step-forward"></i></button>
           <button title="Last frame" aria-label="Last frame" onclick="animf176b297059244fdb58cb9a01d04757b.last_frame()">
               <i class="fa fa-fast-forward"></i></button>
           <button title="Increase speed" aria-label="Increase speed" onclick="animf176b297059244fdb58cb9a01d04757b.faster()">
               <i class="fa fa-plus"></i></button>
         </div>
         <form title="Repetition mode" aria-label="Repetition mode" action="#n" name="_anim_loop_selectf176b297059244fdb58cb9a01d04757b"
               class="anim-state">
           <input type="radio" name="state" value="once" id="_anim_radio1_f176b297059244fdb58cb9a01d04757b"
                  checked>
           <label for="_anim_radio1_f176b297059244fdb58cb9a01d04757b">Once</label>
           <input type="radio" name="state" value="loop" id="_anim_radio2_f176b297059244fdb58cb9a01d04757b"
                  >
           <label for="_anim_radio2_f176b297059244fdb58cb9a01d04757b">Loop</label>
           <input type="radio" name="state" value="reflect" id="_anim_radio3_f176b297059244fdb58cb9a01d04757b"
                  >
           <label for="_anim_radio3_f176b297059244fdb58cb9a01d04757b">Reflect</label>
         </form>
       </div>
     </div>


     <script language="javascript">
       /* Instantiate the Animation class. */
       /* The IDs given should match those used in the template above. */
       (function() {
         var img_id = "_anim_imgf176b297059244fdb58cb9a01d04757b";
         var slider_id = "_anim_sliderf176b297059244fdb58cb9a01d04757b";
         var loop_select_id = "_anim_loop_selectf176b297059244fdb58cb9a01d04757b";
         var frames = new Array(25);
    
       frames[0] = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABhQAAAQ0CAYAAACW3/ZrAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90\
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         /* set a timeout to make sure all the above elements are created before
            the object is initialized. */
         setTimeout(function() {
             animf176b297059244fdb58cb9a01d04757b = new Animation(frames, img_id, slider_id, 50.0,
                                      loop_select_id);
         }, 0);
       })()
     </script>



.. rst-class:: sphx-glr-script-out

 .. code-block:: none


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.. GENERATED FROM PYTHON SOURCE LINES 65-71

The animation can be saved (as mp4) like so:

..  code-block:: python

  ot.plot.utils.save_animation(anim, "Saturation", fps=5)



.. rst-class:: sphx-glr-timing

   **Total running time of the script:** (0 minutes 9.292 seconds)


.. _sphx_glr_download_auto_examples_howto_plot_plot_animation.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: plot_animation.ipynb <plot_animation.ipynb>`

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: plot_animation.py <plot_animation.py>`

    .. container:: sphx-glr-download sphx-glr-download-zip

      :download:`Download zipped: plot_animation.zip <plot_animation.zip>`