.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "auto_examples/plot_MeshAdaptation.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_plot_MeshAdaptation.py>`
        to download the full example code

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

.. _sphx_glr_auto_examples_plot_MeshAdaptation.py:


Adaptation parameters
================================

Illustrates how adaptation parameters affect the generated mesh

.. GENERATED FROM PYTHON SOURCE LINES 10-73



.. rst-class:: sphx-glr-horizontal


    *

      .. 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;
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                   slider.setAttribute('oninput', null);
               }
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             }

             Animation.prototype.get_loop_state = function(){
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                   if (button.checked) {
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                   }
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             }

             Animation.prototype.set_frame = function(frame){
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               document.getElementById(this.slider_id).value = this.current_frame;
             }

             Animation.prototype.next_frame = function()
             {
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             }

             Animation.prototype.previous_frame = function()
             {
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             }

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             {
               this.set_frame(0);
             }

             Animation.prototype.last_frame = function()
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             }

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

             Animation.prototype.faster = function()
             {
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               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){
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                 }else if(loop_state == "reflect"){
                   this.first_frame();
                   this.play_animation();
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             Animation.prototype.reverse_animation = function()
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               this.direction = -1;
               var t = this;
               if (!this.timer) this.timer = setInterval(function() {
                   t.anim_step_reverse();
               }, this.interval);
             }
           </script>

           <style>
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               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 class="dark-light" id="_anim_imgab26dba4c3054a84b4823d9dfc972a47">
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                     <i class="fa fa-plus"></i></button>
               </div>
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           </div>


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           "


               /* set a timeout to make sure all the above elements are created before
                  the object is initialized. */
               setTimeout(function() {
                   animab26dba4c3054a84b4823d9dfc972a47 = new Animation(frames, img_id, slider_id, 200.0,
                                            loop_select_id);
               }, 0);
             })()
           </script>


    *

      .. 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 class="dark-light" id="_anim_imgb858181b69754af9ba37b2ad8d1e396c">
             <div class="anim-controls">
               <input id="_anim_sliderb858181b69754af9ba37b2ad8d1e396c" type="range" class="anim-slider"
                      name="points" min="0" max="1" step="1" value="0"
                      oninput="animb858181b69754af9ba37b2ad8d1e396c.set_frame(parseInt(this.value));">
               <div class="anim-buttons">
                 <button title="Decrease speed" aria-label="Decrease speed" onclick="animb858181b69754af9ba37b2ad8d1e396c.slower()">
                     <i class="fa fa-minus"></i></button>
                 <button title="First frame" aria-label="First frame" onclick="animb858181b69754af9ba37b2ad8d1e396c.first_frame()">
                   <i class="fa fa-fast-backward"></i></button>
                 <button title="Previous frame" aria-label="Previous frame" onclick="animb858181b69754af9ba37b2ad8d1e396c.previous_frame()">
                     <i class="fa fa-step-backward"></i></button>
                 <button title="Play backwards" aria-label="Play backwards" onclick="animb858181b69754af9ba37b2ad8d1e396c.reverse_animation()">
                     <i class="fa fa-play fa-flip-horizontal"></i></button>
                 <button title="Pause" aria-label="Pause" onclick="animb858181b69754af9ba37b2ad8d1e396c.pause_animation()">
                     <i class="fa fa-pause"></i></button>
                 <button title="Play" aria-label="Play" onclick="animb858181b69754af9ba37b2ad8d1e396c.play_animation()">
                     <i class="fa fa-play"></i></button>
                 <button title="Next frame" aria-label="Next frame" onclick="animb858181b69754af9ba37b2ad8d1e396c.next_frame()">
                     <i class="fa fa-step-forward"></i></button>
                 <button title="Last frame" aria-label="Last frame" onclick="animb858181b69754af9ba37b2ad8d1e396c.last_frame()">
                     <i class="fa fa-fast-forward"></i></button>
                 <button title="Increase speed" aria-label="Increase speed" onclick="animb858181b69754af9ba37b2ad8d1e396c.faster()">
                     <i class="fa fa-plus"></i></button>
               </div>
               <form title="Repetition mode" aria-label="Repetition mode" action="#n" name="_anim_loop_selectb858181b69754af9ba37b2ad8d1e396c"
                     class="anim-state">
                 <input type="radio" name="state" value="once" id="_anim_radio1_b858181b69754af9ba37b2ad8d1e396c"
                        >
                 <label for="_anim_radio1_b858181b69754af9ba37b2ad8d1e396c">Once</label>
                 <input type="radio" name="state" value="loop" id="_anim_radio2_b858181b69754af9ba37b2ad8d1e396c"
                        checked>
                 <label for="_anim_radio2_b858181b69754af9ba37b2ad8d1e396c">Loop</label>
                 <input type="radio" name="state" value="reflect" id="_anim_radio3_b858181b69754af9ba37b2ad8d1e396c"
                        >
                 <label for="_anim_radio3_b858181b69754af9ba37b2ad8d1e396c">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_imgb858181b69754af9ba37b2ad8d1e396c";
               var slider_id = "_anim_sliderb858181b69754af9ba37b2ad8d1e396c";
               var loop_select_id = "_anim_loop_selectb858181b69754af9ba37b2ad8d1e396c";
               var frames = new Array(9);
    
             frames[0] = "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAoQAAAIYCAYAAAD0E/13AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90\
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           "


               /* set a timeout to make sure all the above elements are created before
                  the object is initialized. */
               setTimeout(function() {
                   animb858181b69754af9ba37b2ad8d1e396c = new Animation(frames, img_id, slider_id, 200.0,
                                            loop_select_id);
               }, 0);
             })()
           </script>



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

 .. code-block:: none

    NEURON mechanisms not found in estimsurvey/.






|

.. code-block:: default


    import Common_nongallery
    import numpy as np
    import xcell as xc
    import matplotlib.pyplot as plt

    dmin = 2
    dmax = 6

    # keep animations in list so they show up in Sphix gallery
    animations = []

    study, setup = Common_nongallery.makeSynthStudy("adaptationDemos")
    plotprefs = {"colorbar": False, "barRatio": [7, 1], "labelAxes": False}
    mpl_context = {"figure.figsize": [4.5, 3.75], "font.size": 10, 
                             "figure.dpi": 144}


    sweepval = 1 - abs(np.linspace(-1, 1, 20))

    for swept in ["density", "depth"]:
        if swept == "density":
            vrange = 0.5 * sweepval
        elif swept == "depth":
            # vrange=dmin+np.array((dmax-dmin)*sweepval,dtype=int)
            vrange = np.concatenate((np.arange(dmin, dmax + 1), 
                                     np.arange(dmax - 1, dmin - 1, -1)))
        tvec = np.linspace(0, 1, vrange.shape[0])

        tdata = {"x": tvec, "y": vrange, "ylabel": swept, 
                 "unit": "", "style": "dot"}

        with plt.rc_context(mpl_context):
            img = xc.visualizers.SingleSlice(None, study, timevec=tvec, 
                                             tdata=tdata, prefs=plotprefs)
            img.axes[2].set_xticks([])

            lastdepth = -1
            for val in vrange:
                if swept == "density":
                    density = val
                    max_depth = dmax
                elif swept == "depth":
                    max_depth = val
                    density = 0.2

                metric = xc.general_metric

                setup.make_adaptive_grid(
                    np.zeros((1, 3)),
                    max_depth=np.array(max_depth, ndmin=1),
                    min_l0_function=metric,
                    coefs=np.ones(1) * 2 ** (-max_depth * density),
                )
                setup.finalize_mesh()

                img.add_simulation_data(setup, append=True)

            animations.append(img.animate_study(fname=swept, fps=5.0))


    denstiy_ani, depth_ani = animations
    # sphinx_gallery_thumbnail_number = 2


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

   **Total running time of the script:** (0 minutes 16.388 seconds)


.. _sphx_glr_download_auto_examples_plot_MeshAdaptation.py:

.. only:: html

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




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

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

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

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


.. only:: html

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

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