From 66c0149f62aeced19f38eaa228c003903f28162c Mon Sep 17 00:00:00 2001
From: lkugler <lukas.kugler@gmail.com>
Date: Tue, 14 Mar 2023 14:08:04 +0100
Subject: [PATCH] .

---
 requirements.txt => docs/requirements.txt |   1 +
 docs/source/.readthedocs.yaml             |   4 +-
 docs/source/test.ipynb                    | 232 ++--------------------
 3 files changed, 17 insertions(+), 220 deletions(-)
 rename requirements.txt => docs/requirements.txt (68%)

diff --git a/requirements.txt b/docs/requirements.txt
similarity index 68%
rename from requirements.txt
rename to docs/requirements.txt
index ba3a3ae..3ea42cb 100644
--- a/requirements.txt
+++ b/docs/requirements.txt
@@ -1,3 +1,4 @@
+python==3.10.9
 pysolar==0.10.0
 docopt
 nbsphinx
diff --git a/docs/source/.readthedocs.yaml b/docs/source/.readthedocs.yaml
index 487ca97..4fe605d 100644
--- a/docs/source/.readthedocs.yaml
+++ b/docs/source/.readthedocs.yaml
@@ -3,7 +3,7 @@ version: 2
 build:
   os: "ubuntu-22.04"
   tools:
-    python: "3.11"
+    python: "3.10"
 
 sphinx:
   configuration: docs/config.py
@@ -15,6 +15,6 @@ formats:
 python:
   # Install our python package before building the docs
   install:
-    - requirements: requirements.txt
+    - requirements: docs/requirements.txt
     - method: pip
       path: .
diff --git a/docs/source/test.ipynb b/docs/source/test.ipynb
index 96a2ce9..130030b 100644
--- a/docs/source/test.ipynb
+++ b/docs/source/test.ipynb
@@ -2,254 +2,50 @@
  "cells": [
   {
    "cell_type": "markdown",
+   "id": "aed6f7a5-6afe-4e11-ab8b-02d8557ad457",
    "metadata": {},
    "source": [
-    "# Titletest"
+    "# Hello World"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [],
-   "source": [
-    "import numpy as np\n",
-    "import scipy.sparse as sp\n",
-    "import waves\n",
-    "import matplotlib.pyplot as plt\n",
-    "import skimage.io as io\n",
-    "import scipy.ndimage.filters as filters\n",
-    "import matplotlib.animation as animation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 70,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [],
-   "source": [
-    "L = 1.0\n",
-    "T = 2.0\n",
-    "c = 1.0\n",
-    "nt = 201 # dt = T/(nt-1)\n",
-    "nx = 101 # dx = 2/(nx-1)\n",
-    "\n",
-    "# grid\n",
-    "x = np.linspace(-1,1,nx)\n",
-    "y = np.linspace(-1,1,nx)\n",
-    "t = np.linspace(0,1,nt)\n",
-    "xx,yy,tt = np.meshgrid(x,y,t)\n",
-    "\n",
-    "# velocity\n",
-    "c = 1.0\n",
-    "\n",
-    "# source\n",
-    "q = np.zeros((nx,nx,nt))\n",
-    "image = io.imread('2689_1.png')\n",
-    "q[35:65,35:65,0] = 1-image[::20,::20,0]/255\n",
-    "q[35:65,35:65,1] = 1-image[::20,::20,0]/255\n",
-    "\n",
-    "# solve\n",
-    "u = waves.solve(q,T/(nt-1), 2*L/(nx-1), c, T, L, n = 2)\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 71,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
+   "execution_count": 2,
+   "id": "f66039b3-717f-48ff-b4af-19c93cccb911",
+   "metadata": {},
    "outputs": [],
    "source": [
-    "# sample\n",
-    "a = np.linspace(0,2*np.pi,101)\n",
-    "xr = 0.9*np.cos(a[0:100])\n",
-    "yr = 0.9*np.sin(a[0:100])\n",
-    "P = waves.sample(x,xr,yr)\n",
-    "\n",
-    "d = P@u\n",
-    "\n",
-    "p = np.flip(P.T@d,1).copy()\n",
-    "\n",
-    "# back propagation\n",
-    "v = waves.solve(p,T/(nt-1), 2*L/(nx-1), c, T, L, n = 2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 93,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fa75cb09518>"
-      ]
-     },
-     "execution_count": 93,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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"
-     },
-     "execution_count": 93,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# plot\n",
-    "u.resize((nx,nx,nt))\n",
-    "\n",
-    "plt.subplot(141)\n",
-    "plt.imshow(u[:,:,2])\n",
-    "\n",
-    "plt.subplot(142)\n",
-    "plt.imshow(u[:,:,51])\n",
-    "\n",
-    "plt.subplot(143)\n",
-    "plt.imshow(u[:,:,101])\n",
-    "\n",
-    "plt.subplot(144)\n",
-    "plt.imshow(u[:,:,151])\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 73,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fa76654a588>"
-      ]
-     },
-     "execution_count": 73,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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"
-     },
-     "execution_count": 73,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# plot\n",
-    "v.resize((nx,nx,nt))\n",
-    "\n",
-    "plt.subplot(141)\n",
-    "plt.imshow(v[:,:,2])\n",
-    "\n",
-    "plt.subplot(142)\n",
-    "plt.imshow(v[:,:,51])\n",
-    "\n",
-    "plt.subplot(143)\n",
-    "plt.imshow(v[:,:,101])\n",
-    "\n",
-    "plt.subplot(144)\n",
-    "plt.imshow(v[:,:,200])\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 77,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.image.AxesImage at 0x7fa75ce2bac8>"
-      ]
-     },
-     "execution_count": 77,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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"
-     },
-     "execution_count": 77,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "plt.imshow(filters.laplace(v[:,:,200]))"
+    "import os"
    ]
   },
-  {
-   "cell_type": "raw",
-   "metadata": {},
-   "source": []
-  },
   {
    "cell_type": "code",
    "execution_count": null,
-   "metadata": {
-    "collapsed": false,
-    "jupyter": {
-     "outputs_hidden": false
-    }
-   },
+   "id": "5799568d-2ffe-4e67-88c1-87113b252a74",
+   "metadata": {},
    "outputs": [],
    "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Anaconda2 (2019.10) - 2.7.16",
+   "display_name": "JHubPy - 3.9.6",
    "language": "python",
-   "name": "anaconda22019.10-gcc-8.5.0"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
     "name": "ipython",
-    "version": 2
+    "version": 3
    },
    "file_extension": ".py",
    "mimetype": "text/x-python",
    "name": "python",
    "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython2",
-   "version": "2.7.16"
+   "pygments_lexer": "ipython3",
+   "version": "3.9.6"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 4
+ "nbformat_minor": 5
 }
-- 
GitLab