{ "cells": [ { "cell_type": "markdown", "id": "4e4a44ae", "metadata": {}, "source": [ "# Quick comparison plotting\n", "\n", "## Description\n", "The giwaxs_toolbox has options for quick comparison plots, where given a list of files the plotter can create plots for quick comparisons\n", "\n", "The first step is to create a comparison plotter using the commands, where the plotter can take anyname:\n", "\n", "```python\n", " %matplotlib ipympl \n", " plotter=comparison_plotter(datafolder='path/to/your/data')\n", "```\n", "\n", "Once you have the plotter object, you can then pass it a list of files and it will plot them for comparison. Note that all files must be of the same type. \n", "\n", "first define youfiles\n", "\n", "```python\n", " filelist=['file1.hdf5','file2.hdf5']\n", "```\n", "\n", "if there is a single datset within each file, then you can simply enter the filenames and whether you want log scaling. \n", " \n", "```python\n", " combo_plotter.plot_files(filelist,logscale=True)\n", "```\n", "\n", "however if you files contain multiple datasets, you need to include a list of the indexes of the dataset you want to plot. For comparing files with multiple datasets to files with a single dataset, the index values shoudl be set to 0 for the file with a single dataset. Note that both index1 values and index2 values must be the same length as the filelist. \n", "\n", "\n", "```python\n", " # here file 1 is a single dataset so its indexes are 0\n", " # file 2 is (m x n x datashape) - selection is m=8 n=2\n", " ind1vals=np.array([0,8]) \n", " ind2vals=np.array([0,2])\n", " combo_plotter.plot_files(filelist,logscale=True)\n", "```\n", "\n", "\n", "\n" ] }, { "cell_type": "markdown", "id": "ed78f07c", "metadata": {}, "source": [ "## Code example" ] }, { "cell_type": "code", "execution_count": 1, "id": "964214ea", "metadata": {}, "outputs": [], "source": [ "from giwaxs_toolbox.plotting import comparison_plotter, reset_plots\n", "import numpy as np\n", "#set interactive ipympl\n", "%matplotlib ipympl\n", "\n", "folder1=\"/dls/science/groups/das/ExampleData/i07/fast_rsm_example_data/tests_versioned/v2.4.1_i07_2026-04-14\"\n", "\n", "\n", "#load the comparison plotter\n", "combo_plotter=comparison_plotter(datafolder=folder1)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "2bc2cfa4", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "91e8a71de629402f8b4451355c2ba93e", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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