{ "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4-final" }, "orig_nbformat": 2, "kernelspec": { "name": "python_defaultSpec_1599668997351", "display_name": "Python 3.7.4 64-bit ('base': conda)" } }, "nbformat": 4, "nbformat_minor": 2, "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Instrument visualisation\n", "\n", "RAMP contains a simple matplotlib interface for instrument visualisation. This can be used for debugging instrument definition files, and checking that components possess the correct orientation." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mcramp as mcr\n", "import pyopencl as cl\n", "import numpy as np\n", "\n", "ctx = cl.create_some_context()\n", "queue = cl.CommandQueue(ctx)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic visualisation\n", "\n", "The simplest possible instrument visualisation is carried out using the ``visualise()`` member function of the RAMP instrument class. For demonstration, we will load the simplified power spectrometer instrument used elsewhere in the documentation." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ "inst = mcr.Instrument(\n", " 'powder.json', \n", " ctx, \n", " queue, \n", " Ei=9.09, \n", " Mono_angle=0.4635, \n", " detector_binning=[-40.0, 1.0, 140.0]\n", ")\n", "inst.visualise(controls=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This basic visualisation contains 4 projects of the instrument: 3 orthogonal and 1 three dimensional projection. These plots have the usual matplotlib interactivity supported by the environment in which they are being run.\n", "\n", "## Visualisation controls\n", "\n", "The ``visualise()`` command takes a Boolean argument called ``controls``. When ``controls`` is ``True`` (NOTE: this is the default value for ``controls``!), matplotlib will attempt to provide interactive controls for the plots. Depending on this environment, this may not be possible (a prominent example being Google Colab, which does not support the required matplotlib Jupyter widgets)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ "inst.visualise(controls=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the case of the notebook platform I am currently writing on, this is not available as it is not supported by the documentation engine! However, there is support for interactive matplotlib widgets in locally executed Jupyter/IPython notebooks (left as an exercise to the reader). Executing RAMP scripts on a native Python installation with matplotlib installed should support these interactive widgets.\n", "\n", "In lieu of the availability of interactive controls, there are several parameters for the ``visualise()`` command to control the plots.\n", "\n", " - ``[x/y/z]lim`` controls the limits of the ``[x/y/z]`` axis of every plot, suupplied as a 2-tuple or 2 element list.\n", " - ``focus`` is the name of a component in the instrument definition file upon which the visualisation will be centered. The zero of the plot axes will be changed to the position of the focused component, and the axis limits will be adjusted such that by default only the region of the instrument close to the focussed component is in view." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ "inst.visualise(controls=False, focus='Sample')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, any additional keyword arguments supplied to ``visualise()`` other than those listed above will be given to the ``matplotlib.pyplot.figure()`` call which instantiates the plot. This can be used to control several plotting parameters, e.g. the figure size." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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}, "metadata": {} } ], "source": [ "inst.visualise(controls=False, focus='Sample', xlim=[-0.5, 0.5], figsize=(11, 8))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Hiding components\n", "-----------------\n", "\n", "A component with the ``\"visualise\": false`` parameter in the instrument definition file will be ignored by visualisation, e.g.\n", "\n", "```\n", " \"Detector\" : {\n", " \"position\" : [0.0, 0.0, 0.0],\n", " \"relative\" : \"Sample\",\n", " \"visualise\" : false,\n", " \"geom_kernel\" : {\n", " \"name\" : \"GBanana\",\n", " \"radius\" : 1.0,\n", " \"height\" : 3.0,\n", " \"mintheta\" : -40.0,\n", " \"maxtheta\" : 140.0\n", " },\n", " \"scat_kernel\" : {\n", " \"name\" : \"SDetector1D\",\n", " \"var\" : \"theta\",\n", " \"binning\" : $detector_binning$,\n", " \"restore_neutron\" : true\n", " }\n", " }\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Trace lines\n", "-----------\n", "\n", "Finally, visualisations will plot trace lines of neutron trajectories if the instrument has been ``execute``d prior to visualisation with the argument ``trace=True``. Please note that this should only be done with an extremely small number of neutrons trajectores (``N ~ 1000``) otherwise the visualisation will be much too resource intensive (matplotlib is not very efficient!)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "text/plain": "
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\n" }, "metadata": {} } ], "source": [ "inst.execute(300, trace=True)\n", "inst.visualise(controls=False, figsize=(11,8))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are a few important gotchas with traces that are important to note. These all follow from the way that the trace lines are saved during the simulation execution, so I will detail this process here. After each geometry kernel is executed, a line is plotted between the earliest intersection with the current and previous geometry kernels IF the neutron is not subsequently terminated when the scattering kernel is executed. For most users, understanding this process is not terribly important but it could explain some of the following strange behaviour in a trace:\n", "\n", " - If ``arm`` components are visualised, they will appear to 'spread' the neutron beam due to how the kernel alters the intersection buffer to pass neutrons through. This effect is not actually happening in the simulation! However, this can be removed from the ``trace`` by using the ``\"visualise\": false`` parameter to disable visualisation of ``arm``s.\n", " - Trace lines leading to detectors will not be visualised unless the ``restore_neutron`` flag is used in the detector the prevent it terminating the neutron.\n", "\n", "Please note this is currently an ongoing list!" ] } ] }