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

.. only:: html

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

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

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

.. _sphx_glr_tutorials_ring_animation.py:


.. _tutorials-ring-animation:

====================
Ring Graph Animation
====================

This example demonstrates how to use :doc:`matplotlib:api/animation_api` in
order to animate a ring graph sequentially being revealed.

.. GENERATED FROM PYTHON SOURCE LINES 12-18

.. code-block:: Python


    import igraph as ig
    import matplotlib.pyplot as plt
    import matplotlib.animation as animation









.. GENERATED FROM PYTHON SOURCE LINES 20-21

Create a ring graph, which we will then animate

.. GENERATED FROM PYTHON SOURCE LINES 21-23

.. code-block:: Python

    g = ig.Graph.Ring(10, directed=True)








.. GENERATED FROM PYTHON SOURCE LINES 24-25

Compute a 2D ring layout that looks like an actual ring

.. GENERATED FROM PYTHON SOURCE LINES 25-28

.. code-block:: Python

    layout = g.layout_circle()









.. GENERATED FROM PYTHON SOURCE LINES 29-39

Prepare an update function. This "callback" function will be run at every
frame and takes as a single argument the frame number. For simplicity, at
each frame we compute a subgraph with only a fraction of the vertices and
edges. As time passes, the graph becomes more and more complete until the
whole ring is closed.

.. note::
   The beginning and end of the animation are a little tricky because only
   a vertex or edge is added, not both. Don't worry if you cannot understand
   all details immediately.

.. GENERATED FROM PYTHON SOURCE LINES 39-77

.. code-block:: Python

    def _update_graph(frame):
        # Remove plot elements from the previous frame
        ax.clear()

        # Fix limits (unless you want a zoom-out effect)
        ax.set_xlim(-1.5, 1.5)
        ax.set_ylim(-1.5, 1.5)

        if frame < 10:
            # Plot subgraph
            gd = g.subgraph(range(frame))
        elif frame == 10:
            # In the second-to-last frame, plot all vertices but skip the last
            # edge, which will only be shown in the last frame
            gd = g.copy()
            gd.delete_edges(9)
        else:
            # Last frame
            gd = g

        ig.plot(gd, target=ax, layout=layout[:frame], vertex_color="yellow")

        # Capture handles for blitting
        if frame == 0:
            nhandles = 0
        elif frame == 1:
            nhandles = 1
        elif frame < 11:
            # vertex, 2 for each edge
            nhandles = 3 * frame
        else:
            # The final edge closing the circle
            nhandles = 3 * (frame - 1) + 2

        handles = ax.get_children()[:nhandles]
        return handles









.. GENERATED FROM PYTHON SOURCE LINES 78-79

Run the animation

.. GENERATED FROM PYTHON SOURCE LINES 79-84

.. code-block:: Python

    fig, ax = plt.subplots()
    ani = animation.FuncAnimation(fig, _update_graph, 12, interval=500, blit=True)
    plt.ion()
    plt.show()




.. 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_imgeba96fa11f4a418bbd54c7f1444955ca">
       <div class="anim-controls">
         <input id="_anim_slidereba96fa11f4a418bbd54c7f1444955ca" type="range" class="anim-slider"
                name="points" min="0" max="1" step="1" value="0"
                oninput="animeba96fa11f4a418bbd54c7f1444955ca.set_frame(parseInt(this.value));">
         <div class="anim-buttons">
           <button title="Decrease speed" aria-label="Decrease speed" onclick="animeba96fa11f4a418bbd54c7f1444955ca.slower()">
               <i class="fa fa-minus"></i></button>
           <button title="First frame" aria-label="First frame" onclick="animeba96fa11f4a418bbd54c7f1444955ca.first_frame()">
             <i class="fa fa-fast-backward"></i></button>
           <button title="Previous frame" aria-label="Previous frame" onclick="animeba96fa11f4a418bbd54c7f1444955ca.previous_frame()">
               <i class="fa fa-step-backward"></i></button>
           <button title="Play backwards" aria-label="Play backwards" onclick="animeba96fa11f4a418bbd54c7f1444955ca.reverse_animation()">
               <i class="fa fa-play fa-flip-horizontal"></i></button>
           <button title="Pause" aria-label="Pause" onclick="animeba96fa11f4a418bbd54c7f1444955ca.pause_animation()">
               <i class="fa fa-pause"></i></button>
           <button title="Play" aria-label="Play" onclick="animeba96fa11f4a418bbd54c7f1444955ca.play_animation()">
               <i class="fa fa-play"></i></button>
           <button title="Next frame" aria-label="Next frame" onclick="animeba96fa11f4a418bbd54c7f1444955ca.next_frame()">
               <i class="fa fa-step-forward"></i></button>
           <button title="Last frame" aria-label="Last frame" onclick="animeba96fa11f4a418bbd54c7f1444955ca.last_frame()">
               <i class="fa fa-fast-forward"></i></button>
           <button title="Increase speed" aria-label="Increase speed" onclick="animeba96fa11f4a418bbd54c7f1444955ca.faster()">
               <i class="fa fa-plus"></i></button>
         </div>
         <form title="Repetition mode" aria-label="Repetition mode" action="#n" name="_anim_loop_selecteba96fa11f4a418bbd54c7f1444955ca"
               class="anim-state">
           <input type="radio" name="state" value="once" id="_anim_radio1_eba96fa11f4a418bbd54c7f1444955ca"
                  >
           <label for="_anim_radio1_eba96fa11f4a418bbd54c7f1444955ca">Once</label>
           <input type="radio" name="state" value="loop" id="_anim_radio2_eba96fa11f4a418bbd54c7f1444955ca"
                  checked>
           <label for="_anim_radio2_eba96fa11f4a418bbd54c7f1444955ca">Loop</label>
           <input type="radio" name="state" value="reflect" id="_anim_radio3_eba96fa11f4a418bbd54c7f1444955ca"
                  >
           <label for="_anim_radio3_eba96fa11f4a418bbd54c7f1444955ca">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_imgeba96fa11f4a418bbd54c7f1444955ca";
         var slider_id = "_anim_slidereba96fa11f4a418bbd54c7f1444955ca";
         var loop_select_id = "_anim_loop_selecteba96fa11f4a418bbd54c7f1444955ca";
         var frames = new Array(12);
    
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     gg==\
     "


         /* set a timeout to make sure all the above elements are created before
            the object is initialized. */
         setTimeout(function() {
             animeba96fa11f4a418bbd54c7f1444955ca = new Animation(frames, img_id, slider_id, 500.0,
                                      loop_select_id);
         }, 0);
       })()
     </script>






.. GENERATED FROM PYTHON SOURCE LINES 85-93

.. note::

   We use *igraph*'s :meth:`Graph.subgraph()` (see
   :meth:`igraph.GraphBase.induced_subgraph`) in order to obtain a section of
   the ring graph at a time for each frame. While sufficient for an easy
   example, this approach is not very efficient. Thinking of more efficient
   approaches, e.g. vertices with zero radius, is a useful exercise to learn
   the combination of igraph and matplotlib.


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

   **Total running time of the script:** (0 minutes 2.160 seconds)


.. _sphx_glr_download_tutorials_ring_animation.py:

.. only:: html

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

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

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

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

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

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

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


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_