{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Evaluated Libraries\n", "\n", "In this section we briefly show you how to load and plot evaluated data. Let us start by importing some visualizing packages and `nucml.datasets` and setting up a directory where some of the generated figures can be saved." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:41.397549Z", "start_time": "2021-05-05T22:55:41.394549Z" } }, "outputs": [], "source": [ "# # PROTOTYPE\n", "# import sys\n", "# sys.path.append(\"../../\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:44.577835Z", "start_time": "2021-05-05T22:55:42.962840Z" } }, "outputs": [], "source": [ "import seaborn as sns\n", "import nucml.datasets as nuc_data\n", "import logging\n", "\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.CRITICAL)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:45.485414Z", "start_time": "2021-05-05T22:55:45.481915Z" } }, "outputs": [], "source": [ "figure_dir = \"Figures/\" # saving directory" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading Evaluated Data\n", "\n", "We can simply load ENDF data using the `load_evaluation()` method for any given isotope and reaction channel (`MT`)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:48.911726Z", "start_time": "2021-05-05T22:55:48.882728Z" } }, "outputs": [], "source": [ "chlorine_np = nuc_data.load_evaluation(\"cl35\", 103)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice the path where the data is being loaded from. There will be cases where the requested data will not be avaliable. If missing, please submit an issue in the GitHub repo or if possible submit a PR with the needed data for the community to use." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:57:50.059768Z", "start_time": "2021-05-05T22:57:49.905769Z" } }, "outputs": [], "source": [ "uranium_nf = nuc_data.load_evaluation(\"u235\", 18)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:57:53.259844Z", "start_time": "2021-05-05T22:57:53.248838Z" } }, "outputs": [ { "data": { "text/html": [ "
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EnergyData
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" ], "text/plain": [ " Energy Data\n", "0 -5.000000 4.490276\n", "1 -4.986224 4.483386\n", "2 -4.972451 4.476500\n", "3 -4.958670 4.469610\n", "4 -4.944901 4.462724" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "uranium_nf.head()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:58:04.086379Z", "start_time": "2021-05-05T22:58:04.081379Z" } }, "outputs": [ { "data": { "text/plain": [ "(46678, 2)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "uranium_nf.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting Evaluated Data\n", "Next, `NucML` offers a variety of plotting utilities that will be explored later. In this case let us import the evaluation plotting utilities and use them to create visualizations of our cross sections." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:51.875429Z", "start_time": "2021-05-05T22:55:51.865929Z" } }, "outputs": [], "source": [ "import nucml.evaluation.plot as eval_plot" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:55:57.304449Z", "start_time": "2021-05-05T22:55:53.497953Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Cl35\", 103, save=True, save_dir=figure_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that all data will be queried from all avaliable evaluated libraries. The rendered figure will be saved in the previously specified saving directory. \n", "\n", "In this case the `JEFF` evaluation does not seem to be appropiate for the `Chlorine` reaction. We can easily exclude a library from this plot using the `exclude` argument." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:56:04.207898Z", "start_time": "2021-05-05T22:56:00.913902Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Cl35\", 103, exclude=[\"jeff\"], save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-05-05T22:56:09.981318Z", "start_time": "2021-05-05T22:56:06.474318Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Cl035\", \"102\", exclude=[\"jeff\"], save=True, save_dir=figure_dir)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ENDF evaluation is the main database behind the evaluation functionalities. We can plot only ENDF data by excluding everything else. Let us try this for the total cross section for `Chlorine-35`:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:25:47.595185Z", "start_time": "2021-02-23T19:25:44.005351Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Cl035\", \"1\", save=True, save_dir=figure_dir, exclude=[\"all\"])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can even customize the order in which evaluations are plotted by passing in a dictionary that contains all needed keys. For example, to plot the `JENDL` evaluation first and the `ENDF` library last:" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:25:58.875774Z", "start_time": "2021-02-23T19:25:55.188216Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "z_order_dict = {\"endf\":6, \"new_data\":2, \"exfor\":3, \"tendl\":4, \"jendl\":5, \"jeff\":1}\n", "eval_plot.plot(\"Tc099\", \"2\", save=True, save_dir=figure_dir, z_order_dict=z_order_dict)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## More Examples" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:25:51.026404Z", "start_time": "2021-02-23T19:25:47.602186Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"O016\", \"1\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:25:55.185215Z", "start_time": "2021-02-23T19:25:51.028223Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Tc099\", \"1\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:26:03.184496Z", "start_time": "2021-02-23T19:25:58.876774Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"Fe056\", \"102\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:26:07.352065Z", "start_time": "2021-02-23T19:26:03.185493Z" } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"U233\", \"018\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:26:10.798288Z", "start_time": "2021-02-23T19:26:07.354065Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"U233\", \"002\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2021-02-23T19:26:15.360203Z", "start_time": "2021-02-23T19:26:10.799289Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eval_plot.plot(\"U235\", \"018\", save=True, save_dir=figure_dir)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.8.8" } }, "nbformat": 4, "nbformat_minor": 4 }