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

.. only:: html

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

        :ref:`Go to the end <sphx_glr_download_examples_plot-animated-transect.py>`
        to download the full example code.

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

.. _sphx_glr_examples_plot-animated-transect.py:


=================
Animated transect
=================

Transect and cross section plots can be animated using
:meth:`.TransectArtist.set_data_array()` to update the data.

.. GENERATED FROM PYTHON SOURCE LINES 9-29

.. code-block:: Python

    import datetime

    import shapely
    import matplotlib.pyplot as plt
    import pandas
    import xarray
    from matplotlib.artist import Artist
    from matplotlib.animation import FuncAnimation
    from matplotlib.colors import LogNorm
    from matplotlib.ticker import ScalarFormatter, EngFormatter

    import emsarray
    from emsarray import transect, utils
    from emsarray.operations import depth

    dataset = emsarray.tutorial.open_dataset('kgari')

    # Select only the variables we want to plot.
    dataset = dataset.ems.select_variables(['eta'])








.. GENERATED FROM PYTHON SOURCE LINES 30-33

The following is a :mod:`transect <emsarray.transect>` path
starting in the Great Sandy Strait near K'gari,
heading roughly North out to deeper waters:

.. GENERATED FROM PYTHON SOURCE LINES 33-48

.. code-block:: Python

    north_transect = transect.Transect(dataset, shapely.LineString([
        [152.9768944, -25.4827962],
        [152.9701996, -25.4420345],
        [152.9727745, -25.3967620],
        [152.9623032, -25.3517828],
        [152.9401588, -25.3103560],
        [152.9173279, -25.2538563],
        [152.8962135, -25.1942238],
        [152.8692627, -25.0706729],
        [152.8623962, -24.9698750],
        [152.8472900, -24.8415806],
        [152.8308105, -24.6470172],
    ]))









.. GENERATED FROM PYTHON SOURCE LINES 49-50

Now we set up a figure and add a cross section artist.

.. GENERATED FROM PYTHON SOURCE LINES 50-81

.. code-block:: Python



    figure = plt.figure(figsize=(7.8, 3), layout='constrained', dpi=100)
    axes = figure.add_subplot()

    axes.set_title('Sea surface height above geoid')

    # Draw the sea surface height
    eta = dataset['eta']
    eta_artist = north_transect.make_artist(
        axes, eta.isel(time=0))

    # Add a time label
    aest = datetime.timezone(datetime.timedelta(hours=10))
    datetime_labels = [
        utils.datetime_from_np_time(date).astimezone(aest).strftime('%Y-%m-%d %H:%M')
        for date in dataset['time'].values
    ]
    datetime_annotation = axes.annotate(
        datetime_labels[0],
        xy=(5, 5), xycoords='axes points',
        verticalalignment='bottom', horizontalalignment='left')

    # Set up the axes
    transect.setup_distance_axis(
        north_transect, axes)
    axes.set_ylim(-1.5, 1.5)
    axes.set_ylabel("Height")
    axes.yaxis.set_major_formatter('{x:1.1f} m')
    axes.axhline(y=0, linestyle='--', color='grey', linewidth=0.5)








.. GENERATED FROM PYTHON SOURCE LINES 84-87

Finally we set up the animation.
The ``update()`` function is called every frame to update the plot with new data.
The :meth:`.TransectArtist.set_data_array()` function does all the hard work here.

.. GENERATED FROM PYTHON SOURCE LINES 87-94

.. code-block:: Python


    def update(frame: int) -> list[Artist]:
        eta_artist.set_data_array(eta.isel(time=frame))
        datetime_annotation.set_text(datetime_labels[frame])
        return [eta_artist, datetime_annotation]

    animation = FuncAnimation(figure, update, frames=eta.sizes['time'])



.. 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_img5e0b7acc4a9c4ddcb1c8dea985217f8d">
       <div class="anim-controls">
         <input id="_anim_slider5e0b7acc4a9c4ddcb1c8dea985217f8d" type="range" class="anim-slider"
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               <i class="fa fa-minus"></i></button>
           <button title="First frame" aria-label="First frame" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.first_frame()">
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           <button title="Previous frame" aria-label="Previous frame" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.previous_frame()">
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           <button title="Play backwards" aria-label="Play backwards" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.reverse_animation()">
               <i class="fa fa-play fa-flip-horizontal"></i></button>
           <button title="Pause" aria-label="Pause" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.pause_animation()">
               <i class="fa fa-pause"></i></button>
           <button title="Play" aria-label="Play" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.play_animation()">
               <i class="fa fa-play"></i></button>
           <button title="Next frame" aria-label="Next frame" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.next_frame()">
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           <button title="Last frame" aria-label="Last frame" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.last_frame()">
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           <button title="Increase speed" aria-label="Increase speed" onclick="anim5e0b7acc4a9c4ddcb1c8dea985217f8d.faster()">
               <i class="fa fa-plus"></i></button>
         </div>
         <form title="Repetition mode" aria-label="Repetition mode" action="#n" name="_anim_loop_select5e0b7acc4a9c4ddcb1c8dea985217f8d"
               class="anim-state">
           <input type="radio" name="state" value="once" id="_anim_radio1_5e0b7acc4a9c4ddcb1c8dea985217f8d"
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           <label for="_anim_radio1_5e0b7acc4a9c4ddcb1c8dea985217f8d">Once</label>
           <input type="radio" name="state" value="loop" id="_anim_radio2_5e0b7acc4a9c4ddcb1c8dea985217f8d"
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           <label for="_anim_radio2_5e0b7acc4a9c4ddcb1c8dea985217f8d">Loop</label>
           <input type="radio" name="state" value="reflect" id="_anim_radio3_5e0b7acc4a9c4ddcb1c8dea985217f8d"
                  >
           <label for="_anim_radio3_5e0b7acc4a9c4ddcb1c8dea985217f8d">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_img5e0b7acc4a9c4ddcb1c8dea985217f8d";
         var slider_id = "_anim_slider5e0b7acc4a9c4ddcb1c8dea985217f8d";
         var loop_select_id = "_anim_loop_select5e0b7acc4a9c4ddcb1c8dea985217f8d";
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     "


         /* set a timeout to make sure all the above elements are created before
            the object is initialized. */
         setTimeout(function() {
             anim5e0b7acc4a9c4ddcb1c8dea985217f8d = new Animation(frames, img_id, slider_id, 200.0,
                                      loop_select_id);
         }, 0);
       })()
     </script>







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

   **Total running time of the script:** (0 minutes 4.561 seconds)


.. _sphx_glr_download_examples_plot-animated-transect.py:

.. only:: html

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

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

      :download:`Download Jupyter notebook: plot-animated-transect.ipynb <plot-animated-transect.ipynb>`

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

      :download:`Download Python source code: plot-animated-transect.py <plot-animated-transect.py>`

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

      :download:`Download zipped: plot-animated-transect.zip <plot-animated-transect.zip>`


.. only:: html

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

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