docs: amor example

docs/examples/amor.ipynb

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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import numpy as np\n",
+ "\n",
+ "import scipp as sc\n",
+ "import sciline\n",
+ "from essreflectometry.amor.load import load\n",
+ "from essreflectometry.amor.beamline import make_beamline\n",
+ "from essreflectometry.amor.conversions import specular_reflection\n",
+ "from essreflectometry.reflectometry.conversions import providers\n",
+ "from essreflectometry.reflectometry.types import (\n",
+ " ThetaBins, WavelengthBins, Sample, SampleRotation, Filename,\n",
+ " ThetaData, WavelengthData,\n",
+ ")\n",
+ "\n",
+ "\n",
+ "\n",
+ "\n",
+ "pipeline = sciline.Pipeline(\n",
+ " [load, make_beamline, specular_reflection] + providers,\n",
+ " params={\n",
+ " ThetaBins: sc.linspace(dim='theta', start=0, stop=np.pi/2, num=200, unit='rad'),\n",
+ " WavelengthBins: sc.array(dims=['wavelength'], values=[2.4, 16.0], unit='angstrom'),\n",
+ " SampleRotation[Sample]: sc.scalar(0.7989, unit='deg'),\n",
+ " Filename[Sample]: \"sample.nxs\",\n",
+ " }\n",
+ ")\n",
+ "\n",
+ "pipeline.visualize(ThetaData[Sample])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "pipeline.compute(WavelengthData[Sample])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "(pipeline.compute(WavelengthData[Sample])\n",
+ " .bins.concat('detector_number').hist(wavelength=200)\n",
+ " .plot())"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "essreflectometry",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.12"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}