From 2715edb74c53ca26b7a7b0de3ad98c9d38f05af2 Mon Sep 17 00:00:00 2001 From: craig-warren Date: Sun, 23 Jun 2024 09:46:31 +0800 Subject: [PATCH] Cleared notebook outputs --- .../Jupyter_notebooks/example_Ascan_2D.ipynb | 140 ++---------------- 1 file changed, 13 insertions(+), 127 deletions(-) diff --git a/tools/Jupyter_notebooks/example_Ascan_2D.ipynb b/tools/Jupyter_notebooks/example_Ascan_2D.ipynb index ffc7166f..266f490a 100644 --- a/tools/Jupyter_notebooks/example_Ascan_2D.ipynb +++ b/tools/Jupyter_notebooks/example_Ascan_2D.ipynb @@ -13,19 +13,11 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Overwriting ../../user_models/cylinder_Ascan_2D.in\n" - ] - } - ], + "outputs": [], "source": [ "%%writefile ../../user_models/cylinder_Ascan_2D.in\n", "#title: A-scan from a metal cylinder buried in a dielectric half-space\n", @@ -90,35 +82,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Waveform characteristics...\n", - "Type: ricker\n", - "Maximum amplitude: 1\n", - "Centre frequency: 1.5e+09 Hz\n", - "Time to centre of pulse: 9.42809e-10 s\n", - "Time window: 3e-09 s (1559 iterations)\n", - "Time step: 1.926e-12 s\n" - ] - }, - { - "data": { - "image/png": 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c1EMBwr45mMg1g0Ih6Ze/dFOCjx4tNWzotn/3nXT99dJRR0mzZyf9MGQaPGQa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- "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "from gprMax.waveforms import Waveform\n", @@ -146,21 +114,12 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "collapsed": false, "scrolled": true }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Minimum wavelength: 0.0305974 m\n", - "Maximum spatial resolution: 0.00305974 m\n" - ] - } - ], + "outputs": [], "source": [ "from math import sqrt\n", "\n", @@ -202,19 +161,11 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Minimum time window: 1.47071e-09 s\n" - ] - } - ], + "outputs": [], "source": [ "d = 0.090\n", "t = (2 * d) / (c / sqrt(6))\n", @@ -254,65 +205,11 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": { "collapsed": false }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "--- Model 1 of 1, input file: /Users/cwarren/Documents/Git-projects/gprMax/user_models/cylinder_Ascan_2D.in -------------------------------------------------------------------------------------------\n", - "\n", - "Constants/variables used/available for Python scripting: {c: 299792458.0, current_model_run: 1, e0: 8.854187817620389e-12, input_directory: /Users/cwarren/Documents/Git-projects/gprMax/user_models, m0: 1.2566370614359173e-06, number_model_runs: 1, z0: 376.73031346177066}\n", - "\n", - "Model title: A-scan from a metal cylinder buried in a dielectric half-space\n", - "Number of threads: 4\n", - "Spatial discretisation: 0.002 x 0.002 x 0.002m\n", - "Domain size: 0.24 x 0.21 x 0.002m (120 x 105 x 1 = 12600 cells)\n", - "Memory (RAM) required: ~71.8MB (32GiB detected)\n", - "Time step (at 2D CFL limit): 4.71731e-12 secs\n", - "Time window: 3e-09 secs (637 iterations)\n", - "\n", - "Waveform my_ricker of type ricker with maximum amplitude scaling 1, frequency 1.5e+09Hz created.\n", - "Hertzian dipole with polarity z at 0.1m, 0.17m, 0m, using waveform my_ricker created.\n", - "Receiver at 0.14m, 0.17m, 0m with output component(s) Ex, Ey, Ez, Hx, Hy, Hz, Ix, Iy, Iz created.\n", - "Material half_space with epsr=6, sig=0 S/m; mur=1, sig*=0 S/m created.\n", - "Geometry view from 0m, 0m, 0m, to 0.24m, 0.21m, 0.002m, discretisation 0.002m, 0.002m, 0.002m, with filename base cylinder_half_space created.\n", - "Processing geometry related cmds: 0%| | 0/2 [00:00" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", @@ -384,7 +270,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.12.4" } }, "nbformat": 4,