diff --git a/.github/workflows/update-docs.yml b/.github/workflows/update-docs.yml new file mode 100644 index 00000000..79c0c22f --- /dev/null +++ b/.github/workflows/update-docs.yml @@ -0,0 +1,13 @@ +name: Publish SpatialPy Docs + +on: + push: + branches: [main] + +jobs: + publish: + runs-on: ubuntu-latest + + steps: + - name: Update and Publish docs + - run: cd docs && make publish-release \ No newline at end of file diff --git a/docs/Makefile b/docs/Makefile index eff518ab..9463ec0b 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -96,6 +96,21 @@ publish: git checkout @{-1} git stash pop +publish-release: + make clean + git stash + git checkout main + make html + -git add -f "$(BUILDDIR)" + -git commit -m "Latest build." "$(BUILDDIR)" + git push origin main -f + make clean + git checkout gh-pages + git pull origin main + git push origin gh-pages -f + git checkout @{-2} + git stash pop + apidocs: build-dir sphinx-apidoc -f -T -o classes ../spatialpy diff --git a/examples/Gravity.ipynb b/examples/Gravity.ipynb index 869ab721..d2d2d724 100644 --- a/examples/Gravity.ipynb +++ b/examples/Gravity.ipynb @@ -1,5 +1,12 @@ { "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Setup the Environment" + ] + }, { "cell_type": "code", "execution_count": 1, @@ -7,8 +14,8 @@ "outputs": [], "source": [ "import os\n", - "import numpy\n", - "import matplotlib.pyplot as plt" + "import sys\n", + "sys.path.insert(1, os.path.abspath(os.path.join(os.getcwd(), '../')))" ] }, { @@ -16,18 +23,68 @@ "execution_count": 2, "metadata": {}, "outputs": [], + "source": [ + "import numpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "MatPlotLib is used for creating custom visualizations" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "from spatialpy import (\n", + " Model,\n", + " Domain,\n", + " BoundaryCondition\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create your domain file.\n", + "For our domain we use `True Type Font` to create an image of `SpatialPy`. To create a domain using this method " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ "img_pkl_file = 'Domain_Files/SpatialPy_Image.pkl'\n", "try:\n", " from PIL import Image, ImageDraw, ImageFont\n", "\n", - " # name of the file to save\n", - " filename = \"img01.png\"\n", - " #fnt = ImageFont.truetype('arial.ttf', 15)\n", - " fontsize=50\n", - " fnt = ImageFont.truetype('/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf',fontsize)\n", + " fontsize = 50\n", + " fnt = ImageFont.truetype('/usr/share/fonts/truetype/freefont/FreeSerifBold.ttf', fontsize)\n", " # create new image\n", - " image = Image.new(mode = \"RGB\", size = (230,70), color = \"white\")\n", + " image = Image.new(mode=\"RGB\", size=(230, 70), color=\"white\")\n", " draw = ImageDraw.Draw(image)\n", " draw.text((10,10), \"SpatialPy\", font=fnt, fill=(0,0,0))\n", "\n", @@ -45,52 +102,9 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(70, 230, 3)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "image_array.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(2.8999999999999986, 225.1, 9.85, 57.15)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "word_points_x = []\n", "word_points_y = []\n", @@ -100,49 +114,16 @@ " word_points_x.append(x)\n", " word_points_y.append(-y + image_array.shape[0])\n", "plt.plot(word_points_x, word_points_y, '.k')\n", - "plt.axis('equal')" + "_ = plt.axis('equal')" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "%load_ext autoreload\n", - "%autoreload 2" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/Users/bryanrumsey/Documents/SpatialPy/examples/../spatialpy/__init__.py'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import sys\n", - "sys.path.insert(0,'../')\n", - "import spatialpy\n", - "spatialpy.__file__" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "class BouncyFloor(spatialpy.BoundaryCondition):\n", + "class BouncyFloor(BoundaryCondition):\n", " def __init__(self):\n", " pass\n", " \n", @@ -159,15 +140,15 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "class SpatialPyGravity(spatialpy.Model):\n", + "class SpatialPyGravity(Model):\n", " def __init__(self, x_vals, y_vals, xmax, ymax):\n", - " spatialpy.Model.__init__(self,\"SpatialPy Gravity\")\n", + " Model.__init__(self,\"SpatialPy Gravity\")\n", " \n", - " domain = spatialpy.Domain(0, (0, xmax), (0, ymax), (0, 0), gravity=[0, -1, 0])\n", + " domain = Domain(0, (0, xmax), (0, ymax), (0, 0), gravity=[0, -1, 0])\n", " for i, x_val in enumerate(x_vals):\n", " domain.add_point(\n", " [x_val, y_vals[i], 0], vol=1.0, mass=1.0, type_id=1, nu=1.0\n", @@ -183,30 +164,21 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "model = SpatialPyGravity(word_points_x,word_points_y, image_array.shape[1],image_array.shape[0])" + "model = SpatialPyGravity(word_points_x,word_points_y, image_array.shape[1], image_array.shape[0])" ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": { "scrolled": true, "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 30.4 ms, sys: 4.65 ms, total: 35.1 ms\n", - "Wall time: 788 ms\n" - ] - } - ], + "outputs": [], "source": [ "sol = spatialpy.Solver(model, debug_level=0)\n", "%time sol.compile()" @@ -214,1006149 +186,40 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 14.2 ms, sys: 10.3 ms, total: 24.5 ms\n", - "Wall time: 24min 35s\n" - ] - } - ], + "outputs": [], "source": [ "%time result = sol.run()" ] }, { "cell_type": "code", - 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "result.plot_property(\"type\", animated=True)" ] diff --git a/examples/Start_Here.ipynb b/examples/Start_Here.ipynb index 223b2087..b3d7eb53 100644 --- a/examples/Start_Here.ipynb +++ b/examples/Start_Here.ipynb @@ -194,7 +194,7 @@ " self.add_reaction([birth, death])\n", " \n", " # Use NumPy to set the timespan of the Model.\n", - " self.timespan(numpy.arange(0, 10, 1), timestep_size=1)" + " self.timespan(numpy.linspace(0, 10, 11), timestep_size=1)" ] }, { @@ -219,7 +219,8 @@ "source": [ "## Running Simulations\n", "\n", - "Run a spatial stochastic simulation on the Model and store the results in the 'results' variable." + "Run a spatial stochastic simulation on the Model and store the results in the 'results' variable.\n", + "You can find a thorough list of `model.run()` arguments in the [documentation](https://stochss.github.io/SpatialPy/docs/build/html/classes/spatialpy.core.html#spatialpy.core.model.Model.run) to customize the behavior of your simulations.\"" ] }, { @@ -228,7 +229,18 @@ "metadata": {}, "outputs": [], "source": [ - "result = model.run()" + "results = model.run()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Visualization\n", + "Plot the results of the simulation.\n", + "\n", + "There are a multitude of arguments that can be set to tweak the behavior and visuals of the plot. \n", + "For now though, lets plot the populations of `Rabbits` at the end of the simulation using MatPlotLib." ] }, { @@ -238,7 +250,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -250,7 +262,23 @@ } ], "source": [ - "result.plot_species('Rabbits', use_matplotlib=True)" + "results.plot_species(\n", + " # Set the target species to visualize\n", + " species='Rabbits',\n", + " \n", + " # Set the time value to visualize\n", + " t_val=10,\n", + " \n", + " # Set to True to use MatPlotLib plotting\n", + " use_matplotlib=True\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That plot is somewhat boring though, so lets plot the populations of `Rabbits` over time using Plotly anumation." ] }, { @@ -296,106 +324,106 @@ { "marker": { "color": [ - 2, - 2, - 2, - 1, - 1, 0, 0, - 1, - 2, + 3, 2, 1, - 0, - 0, - 0, 1, 0, - 0, - 0, - 0, - 0, 1, 4, 0, - 5, + 0, 1, 0, 1, + 0, + 2, 1, 2, 0, - 0, - 1, + 3, + 2, + 2, 0, 1, 3, 1, + 2, + 2, 0, 1, + 0, 2, 3, 1, + 0, 1, - 1, - 2, 0, 1, + 1, 2, + 1, 2, 0, 0, - 1, 0, 0, + 3, + 4, + 1, 1, 0, 1, 0, 2, - 1, 0, 0, 0, - 4, + 0, + 0, + 0, 1, + 0, 1, 0, 0, - 2, 1, 1, 1, 0, - 2, 1, - 2, - 0, - 2, 1, 1, 1, - 2, - 0, + 1, 0, 0, 0, 2, 0, + 0, 2, 1, + 2, 1, - 4, + 0, + 2, 1, 2, + 2, + 0, + 2, + 3, + 1, 0, + 2, 0, 0, 2, - 1, - 1, - 2 + 2, + 1 ], "colorbar": { "thickness": 20, @@ -457,7 +485,7 @@ "#fec3fe" ] ], - "size": 5 + "size": 20 }, "mode": "markers", "name": "Rabbits", @@ -673,109 +701,109 @@ "data": [ { "marker": { - "cmax": 5.1, + "cmax": 4.1, "cmin": -0.1, "color": [ - 2, - 2, - 2, - 1, - 1, 0, 0, - 1, - 2, + 3, 2, 1, - 0, - 0, - 0, 1, 0, - 0, - 0, - 0, - 0, 1, 4, 0, - 5, + 0, 1, 0, 1, + 0, + 2, 1, 2, 0, - 0, - 1, + 3, + 2, + 2, 0, 1, 3, 1, + 2, + 2, 0, 1, + 0, 2, 3, 1, + 0, 1, - 1, - 2, 0, 1, + 1, 2, + 1, 2, 0, 0, - 1, 0, 0, + 3, + 4, + 1, 1, 0, 1, 0, 2, - 1, 0, 0, 0, - 4, + 0, + 0, + 0, 1, + 0, 1, 0, 0, - 2, 1, 1, 1, 0, - 2, 1, - 2, - 0, - 2, 1, 1, 1, - 2, - 0, + 1, 0, 0, 0, 2, 0, + 0, 2, 1, + 2, 1, - 4, + 0, + 2, 1, 2, + 2, + 0, + 2, + 3, + 1, 0, + 2, 0, 0, 2, - 1, - 1, - 2 + 2, + 1 ], "colorbar": { "thickness": 20, @@ -837,7 +865,7 @@ "#fec3fe" ] ], - "size": 5 + "size": 20 }, "mode": "markers", "name": "Rabbits", @@ -1054,108 +1082,108 @@ "data": [ { "marker": { - "cmax": 5.1, + "cmax": 4.1, "cmin": -0.1, "color": [ - 3, + 2, + 2, 0, - 1, - 1, - 1, + 2, 0, 0, - 1, + 0, + 3, 3, 1, + 1, + 3, + 0, + 3, 0, 3, 1, + 0, 1, - 2, - 1, - 2, + 4, 0, - 2, 0, + 1, 2, 1, 0, - 0, 1, - 4, 0, 1, - 3, - 3, - 0, - 2, 0, + 1, 0, 1, + 2, 1, + 2, 1, + 0, + 0, + 0, + 0, + 0, 3, 1, 2, 1, - 1, 3, - 2, - 2, - 2, - 2, 0, - 2, - 2, - 2, 0, 1, - 2, 1, 1, - 2, - 0, 0, + 5, 2, - 0, - 0, + 1, + 2, + 1, 2, 0, 0, - 2, + 1, 1, 0, - 0, + 1, + 1, 2, + 5, + 1, 2, 2, 0, 0, - 2, - 3, - 2, + 1, 2, 0, - 3, - 1, 1, 2, 1, - 5, - 2, + 0, 3, 0, + 4, + 1, + 0, 2, 0, - 1, 2, 3, - 1, - 0, + 2, 0, + 2, 1, + 2, + 0, 1, 0, + 0, + 2, 0 ], "colorbar": { @@ -1218,7 +1246,7 @@ "#fec3fe" ] ], - "size": 5 + "size": 20 }, "mode": "markers", "name": "Rabbits", @@ -1435,108 +1463,108 @@ "data": [ { "marker": { - "cmax": 5.1, + "cmax": 4.1, "cmin": -0.1, "color": [ + 3, + 3, + 2, + 4, + 2, + 2, + 1, 0, 2, + 2, + 2, + 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