log_messages_explorer.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from auserverdata.preparation import *\n",
    "import pandas as pd\n",
    "import datetime as dt\n",
    "import regex as re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Use this to prepare the data, only needs to be done once\n",
    "# de.determineAvailableData()\n",
    "# de.parse_all(pd.read_csv('available_data.csv', parse_dates=['date']),\n",
    "#           excluded_types= set(['daemon']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Usage example\n",
    "csv_file = 'all_log_messages_extracted.csv'\n",
    "desired_host = 'gpu1'\n",
    "filtered_df = filter_log_messages_by_host(csv_file, desired_host)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>datetime</th>\n",
       "      <th>host</th>\n",
       "      <th>type</th>\n",
       "      <th>content</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>31413</th>\n",
       "      <td>2023-01-31 13:04:31</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>auth</td>\n",
       "      <td>systemd-logind: New session 755 of user ichar.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31414</th>\n",
       "      <td>2023-01-31 13:06:35</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>auth</td>\n",
       "      <td>systemd-logind: Removed session 755.</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31415</th>\n",
       "      <td>2023-01-31 13:04:31</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>authpriv</td>\n",
       "      <td>sshd[19521]: Accepted publickey for ichar from...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31416</th>\n",
       "      <td>2023-01-31 13:04:31</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>authpriv</td>\n",
       "      <td>sshd[19521]: pam_unix(sshd:session): session o...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31417</th>\n",
       "      <td>2023-01-31 13:06:35</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>authpriv</td>\n",
       "      <td>sshd[19521]: pam_unix(sshd:session): session c...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14195375</th>\n",
       "      <td>2023-03-01 14:51:17</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>user</td>\n",
       "      <td>abrt-server: Email address of receiver was not...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14195376</th>\n",
       "      <td>2023-03-01 14:51:17</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>user</td>\n",
       "      <td>abrt-server: Undefined variable outside of [[ ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14195377</th>\n",
       "      <td>2023-03-01 14:51:17</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>user</td>\n",
       "      <td>abrt-server: Sending an email...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14195378</th>\n",
       "      <td>2023-03-01 14:51:17</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>user</td>\n",
       "      <td>abrt-server: Sending a notification email to: ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14195379</th>\n",
       "      <td>2023-03-01 14:51:18</td>\n",
       "      <td>gpu1</td>\n",
       "      <td>user</td>\n",
       "      <td>abrt-server: Email was sent to: root@localhost</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>280724 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                    datetime  host      type  \\\n",
       "31413    2023-01-31 13:04:31  gpu1      auth   \n",
       "31414    2023-01-31 13:06:35  gpu1      auth   \n",
       "31415    2023-01-31 13:04:31  gpu1  authpriv   \n",
       "31416    2023-01-31 13:04:31  gpu1  authpriv   \n",
       "31417    2023-01-31 13:06:35  gpu1  authpriv   \n",
       "...                      ...   ...       ...   \n",
       "14195375 2023-03-01 14:51:17  gpu1      user   \n",
       "14195376 2023-03-01 14:51:17  gpu1      user   \n",
       "14195377 2023-03-01 14:51:17  gpu1      user   \n",
       "14195378 2023-03-01 14:51:17  gpu1      user   \n",
       "14195379 2023-03-01 14:51:18  gpu1      user   \n",
       "\n",
       "                                                    content  \n",
       "31413        systemd-logind: New session 755 of user ichar.  \n",
       "31414                  systemd-logind: Removed session 755.  \n",
       "31415     sshd[19521]: Accepted publickey for ichar from...  \n",
       "31416     sshd[19521]: pam_unix(sshd:session): session o...  \n",
       "31417     sshd[19521]: pam_unix(sshd:session): session c...  \n",
       "...                                                     ...  \n",
       "14195375  abrt-server: Email address of receiver was not...  \n",
       "14195376  abrt-server: Undefined variable outside of [[ ...  \n",
       "14195377                   abrt-server: Sending an email...  \n",
       "14195378  abrt-server: Sending a notification email to: ...  \n",
       "14195379     abrt-server: Email was sent to: root@localhost  \n",
       "\n",
       "[280724 rows x 4 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "start_time = dt.datetime.strptime('2023-01-01 00:00:00', '%Y-%m-%d %H:%M:%S')\n",
    "end_time = dt.datetime.strptime('2023-03-1 23:59:59', '%Y-%m-%d %H:%M:%S')\n",
    "filtered_df = filter_log_messages_by_timeframe(filtered_df, start_time, end_time)\n",
    "\n",
    "# Print the filtered dataframe\n",
    "filtered_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "ARMOR",
   "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": "3.10.9"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}