diff --git a/examples/xbeach-setup-1D.ipynb b/examples/xbeach-setup-1D.ipynb index 8114811..e0b7bb2 100644 --- a/examples/xbeach-setup-1D.ipynb +++ b/examples/xbeach-setup-1D.ipynb @@ -11,9 +11,18 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 1, + "id": "83abea17", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "**no xbTools installation found in environment, adding parent path of notebook to see if it works\n" + ] + } + ], "source": [ "# import default modules\n", "import numpy as np\n", @@ -32,6 +41,7 @@ }, { "cell_type": "markdown", + "id": "4bbeb898", "metadata": {}, "source": [ "Import the toolbox." @@ -39,7 +49,8 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 2, + "id": "37d3f161", "metadata": {}, "outputs": [], "source": [ @@ -54,6 +65,7 @@ }, { "cell_type": "markdown", + "id": "3758efb7", "metadata": {}, "source": [ "### Data\n", @@ -62,7 +74,8 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 3, + "id": "3e9a75ce", "metadata": {}, "outputs": [ { @@ -71,20 +84,18 @@ "Text(0.5, 1.0, 'bathy')" ] }, - "execution_count": 26, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -112,6 +123,7 @@ }, { "cell_type": "markdown", + "id": "06c2dbd8", "metadata": {}, "source": [ "### Create x-grid\n", @@ -137,19 +149,18 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 4, + "id": "2572b832", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -168,6 +179,7 @@ }, { "cell_type": "markdown", + "id": "04bbd824", "metadata": {}, "source": [ "### Interpolate\n", @@ -176,19 +188,18 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 5, + "id": "d3376bda", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -206,6 +217,7 @@ }, { "cell_type": "markdown", + "id": "73795206", "metadata": {}, "source": [ "### Seaward extend\n", @@ -216,7 +228,8 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 6, + "id": "6ff4b12e", "metadata": {}, "outputs": [ { @@ -225,20 +238,18 @@ "Text(0, 0.5, 'z [m]')" ] }, - "execution_count": 29, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -257,6 +268,7 @@ }, { "cell_type": "markdown", + "id": "6aab9494", "metadata": {}, "source": [ "### Create model setup\n", @@ -265,7 +277,8 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 7, + "id": "32eb75b6", "metadata": {}, "outputs": [ { @@ -284,6 +297,7 @@ }, { "cell_type": "markdown", + "id": "609a65bc", "metadata": {}, "source": [ "Add the grid, wave boundary conditions and parameter to the model.\n", @@ -297,11 +311,12 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 8, + "id": "35335d12", "metadata": {}, "outputs": [], "source": [ - "xb_setup.set_grid(xgr,None,zgr)\n", + "xb_setup.set_grid(xgr,None,zgr,posdwn=-1)\n", "\n", "xb_setup.set_waves('parametric',{'Hm0':2, 'Tp':5, 'mainang':270, 'gammajsp':3.3, 's' : 10000, 'fnyq':1})\n", "#xb_setup.set_waves('jonstable',{'Hm0':[1.5, 2, 1.5],'Tp':[4, 5, 4],'gammajsp':[3.3, 3.3, 3.3], 's' : [20,20,20], 'mainang':[270,280, 290],'duration':[3600, 3600, 3600],'dtbc':[1,1,1]})\n", @@ -319,6 +334,7 @@ }, { "cell_type": "markdown", + "id": "ce4a77d4", "metadata": {}, "source": [ "Write the model setup" @@ -326,19 +342,25 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 9, + "id": "617e1e4e", "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "wbctype=parametric cannot be plotted\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -366,7 +388,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.10.8" } }, "nbformat": 4, diff --git a/examples/xbeach-setup-2D.ipynb b/examples/xbeach-setup-2D.ipynb index 003abe8..cdf4927 100644 --- a/examples/xbeach-setup-2D.ipynb +++ b/examples/xbeach-setup-2D.ipynb @@ -80,7 +80,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "D:\\Users\\bemc\\AppData\\Local\\Temp\\ipykernel_6492\\2710075609.py:25: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6. This is consistent with other Axes classes.\n", + "D:\\Users\\bemc\\AppData\\Local\\Temp\\ipykernel_11248\\3489134793.py:25: MatplotlibDeprecationWarning: Axes3D(fig) adding itself to the figure is deprecated since 3.4. Pass the keyword argument auto_add_to_figure=False and use fig.add_axes(ax) to suppress this warning. The default value of auto_add_to_figure will change to False in mpl3.5 and True values will no longer work in 3.6. This is consistent with other Axes classes.\n", " ax = Axes3D(fig)\n" ] }, @@ -96,7 +96,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -296,7 +296,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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", 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" ] @@ -410,22 +410,22 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(-294.54631151210367, 616.0, -226.00000000006486, 1648.0000000000648)" + "Text(0.5, 1.0, 'lateral extended 2D grid')" ] }, - "execution_count": 11, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -459,9 +459,16 @@ "execution_count": 9, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "No wavemodel defined. Wavemodel is set to Surfbeat\n" + ] + }, { "data": { - "image/png": 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", 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", 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" ] @@ -555,7 +562,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "D:\\Users\\bemc\\AppData\\Local\\Temp\\ipykernel_6492\\1464800397.py:1: FionaDeprecationWarning: This function will be removed in version 2.0. Please use CRS.from_epsg() instead.\n", + "D:\\Users\\bemc\\AppData\\Local\\Temp\\ipykernel_11248\\1464800397.py:1: FionaDeprecationWarning: This function will be removed in version 2.0. Please use CRS.from_epsg() instead.\n", " visualize_mesh.write_mesh_to_shp(xgr, ygr, os.path.join('xb-2D','shape/grid.shp'),0)\n" ] } diff --git a/setup.py b/setup.py index b3b9ef4..9d13776 100644 --- a/setup.py +++ b/setup.py @@ -1,7 +1,7 @@ from setuptools import setup setup(name='xbTools', - version='1.0.0', + version='1.0.2', description='Toolbox to analyse and setup xbeach models', url='https://github.com/openearth/xbeach-toolbox', # Authors: Menno de Ridder (menno.deridder@deltares.nl), Cas van Bemmelen (cas.van.bemmelen@witteveenbos.com) diff --git a/xbTools/grid/extension.py b/xbTools/grid/extension.py index 70ca9a8..d3da07d 100644 --- a/xbTools/grid/extension.py +++ b/xbTools/grid/extension.py @@ -110,8 +110,8 @@ def seaward_extend(x,y,z,slope=1/20,depth=-20): ## dummy array x_dummy = np.arange(x[0, 0]-distance, x[0, 0], dx_grid) # prevent very small grid sizes when floating point zero goes wrong for computing var distance! - if (x_dummy[-1]-x[0, 0])< 0.01: - x_dummy = x_dummy[:-1] + #if (x_dummy[-1]-x[0, 0])< 0.01: + # x_dummy = x_dummy[:-1] x_extend = np.ones((x.shape[0], len(x_dummy) )) x_extend = x_extend * x_dummy diff --git a/xbTools/xbeachtools.py b/xbTools/xbeachtools.py index a136265..be19037 100644 --- a/xbTools/xbeachtools.py +++ b/xbTools/xbeachtools.py @@ -556,7 +556,7 @@ def _plotdomain(self,save_path=None): thetamin_uv, thetamax_uv = self._make_theta_vectors() if self.fast1D==True: plt.subplot(2,1,1) - plt.plot(np.squeeze(self.xgr),np.squeeze(self.zgr)*self.posdwn) + plt.plot(np.squeeze(self.xgr),np.squeeze(self.zgr)*-self.posdwn) plt.ylabel('z') plt.subplot(2,1,2) plt.plot(np.squeeze(self.xgr)[1:],np.diff(np.squeeze(self.xgr))) @@ -564,7 +564,7 @@ def _plotdomain(self,save_path=None): plt.ylabel('dx') else: plt.subplot(2,2,1) - plt.pcolor(self.xgr,self.ygr,self.zgr*self.posdwn) + plt.pcolor(self.xgr,self.ygr,self.zgr*-self.posdwn) plt.ylabel('y') plt.colorbar() plt.axis('equal') @@ -585,7 +585,7 @@ def _plotdomain(self,save_path=None): plt.subplot(2,2,3) [X_world,Y_world] = rotate_grid(self.xgr,self.ygr,np.deg2rad(self.alfa)) - plt.pcolor(X_world+self.xori,Y_world+self.yori,self.zgr*self.posdwn) + plt.pcolor(X_world+self.xori,Y_world+self.yori,self.zgr*-self.posdwn) plt.xlabel('x') plt.ylabel('y') plt.axis('equal')