diff --git a/scripts/print_stats.ipynb b/scripts/print_stats.ipynb new file mode 100644 index 0000000..ddc95b3 --- /dev/null +++ b/scripts/print_stats.ipynb @@ -0,0 +1,75 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate table entry of a single experiment." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "logfile = \"/home/michel/Insync/michel.breyer@ethz-asl.ch/Google Drive/Projects/nbv-grasp/experiments/21-10-11/mustard1/nbv-grasp.csv\"\n", + "\n", + "###\n", + "\n", + "df = pd.read_csv(logfile)\n", + "\n", + "n_attempts = len(df.index)\n", + "n_succeeded = (df.result == \"succeeded\").sum()\n", + "n_failed = (df.result == \"failed\").sum()\n", + "n_aborted = (df.result == \"aborted\").sum()\n", + "views_mean = df.view_count.mean()\n", + "dist_mean = df.distance.mean()\n", + "search_time_mean = df.search_time.mean()\n", + "grasp_time_mean = df.grasp_time.mean()\n", + "\n", + "print(f\"${n_succeeded}$ & ${n_failed}$ & ${n_aborted}$ & ${views_mean:.1f}$ & ${search_time_mean:.2f}$ & ${grasp_time_mean:.2f}$\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "interpreter": { + "hash": "fb16c2a7860a3d6783f021a002ede0627d3977ca7b794dfd7ea4f613fe21e5c4" + }, + "kernelspec": { + "display_name": "Python 3.8.10 64-bit ('noetic': venv)", + "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": "3.8.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +}