{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# First steps with xmovie" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [], "source": [ "import warnings\n", "\n", "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "from shapely.errors import ShapelyDeprecationWarning\n", "from xmovie import Movie\n", "\n", "warnings.filterwarnings(\n", " action='ignore',\n", " category=ShapelyDeprecationWarning, # in cartopy\n", ")\n", "warnings.filterwarnings(\n", " action=\"ignore\",\n", " category=UserWarning,\n", " message=r\"No `(vmin|vmax)` provided. Data limits are calculated from input. Depending on the input this can take long. Pass `\\1` to avoid this step\"\n", ")\n", "\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basics" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "# Load test dataset\n", "ds = xr.tutorial.open_dataset('air_temperature').isel(time=slice(0, 150))\n", "\n", "# Create movie object\n", "mov = Movie(ds.air)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Preview movie frames" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Preview 10th frame\n", "mov.preview(10)\n", "plt.savefig(\"movie_preview.png\")" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "rm: cannot remove 'frame*.png': No such file or directory\n", "rm: cannot remove '*.mp4': No such file or directory\n", "rm: cannot remove '*.gif': No such file or directory\n" ] } ], "source": [ "! rm -f frame*.png *.mp4 *.gif" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create movie files" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Movie created at movie.mp4\n", "Movie created at movie_mp4.mp4\n", "GIF created at movie_gif.gif\n" ] } ], "source": [ "mov.save('movie.mp4') # Use to save a high quality mp4 movie\n", "mov.save('movie_gif.gif') # Use to save a gif" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In many cases it is useful to have both a high quality movie and a lower resolution gif of the same animation. If that is desired, just deactivate the `remove_movie` option and give a filename with `.gif`. xmovie will first render a high quality movie and then convert it to a gif, without removing the movie afterwards." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Optional frame-generation progress bars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Display a progressbar with `progress=True`, (requires tqdm). This can be helpful for long running animations." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e7af908461bb4562adc1a0f67a4ca94b", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/150 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ds = xr.tutorial.open_dataset('rasm', decode_times=False).Tair\n", "fig = plt.figure(figsize=[10,5])\n", "tt = 30\n", "\n", "station = dict(x=100, y=150)\n", "ds_station = ds.sel(**station)\n", "\n", "(ax1, ax2) = fig.subplots(ncols=2)\n", "ds.isel(time=tt).plot(ax=ax1)\n", "ax1.plot(station['x'], station['y'], marker='*', color='k' ,markersize=15)\n", "ax1.text(station['x']+4, station['y']+4, 'Station', color='k' )\n", "ax1.set_aspect(1)\n", "ax1.set_facecolor('0.5')\n", "ax1.set_title('');\n", "\n", "# Time series\n", "ds_station.isel(time=slice(0,tt+1)).plot.line(ax=ax2, x='time')\n", "ax2.set_xlim(ds.time.min().data, ds.time.max().data)\n", "ax2.set_ylim(ds_station.min(), ds_station.max())\n", "ax2.set_title('Data at station');\n", "\n", "fig.subplots_adjust(wspace=0.6)\n", "\n", "fig.savefig(\"static.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All you need to do is wrap your plotting calls into a functions `func(ds, fig, frame)`, where ds is an xarray dataset you pass to `Movie`, fig is a matplotlib.figure handle and tt is the movie frame." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def custom_plotfunc(ds, fig, tt, *args, **kwargs):\n", " # Define station location for timeseries\n", " station = dict(x=100, y=150)\n", " ds_station = ds.sel(**station)\n", "\n", " (ax1, ax2) = fig.subplots(ncols=2)\n", " \n", " # Map axis\n", " # Colorlimits need to be fixed or your video is going to cause seizures.\n", " # This is the only modification from the code above!\n", " ds.isel(time=tt).plot(ax=ax1, vmin=ds.min(), vmax=ds.max(), cmap='RdBu_r')\n", " ax1.plot(station['x'], station['y'], marker='*', color='k' ,markersize=15)\n", " ax1.text(station['x']+4, station['y']+4, 'Station', color='k' )\n", " ax1.set_aspect(1)\n", " ax1.set_facecolor('0.5')\n", " ax1.set_title('');\n", "\n", " # Time series\n", " ds_station.isel(time=slice(0,tt+1)).plot.line(ax=ax2, x='time')\n", " ax2.set_xlim(ds.time.min().data, ds.time.max().data)\n", " ax2.set_ylim(ds_station.min(), ds_station.max())\n", " ax2.set_title('Data at station');\n", "\n", " fig.subplots_adjust(wspace=0.6)\n", " \n", " return None, None \n", " # ^ This is not strictly necessary, but otherwise a warning will be raised. \n", "\n", "\n", "mov_custom = Movie(ds, custom_plotfunc)\n", "mov_custom.preview(30)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "7418094952c34fe0a964d16c58cecb06", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/36 [00:00