data_analysis/demo.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "343a7208",
   "metadata": {},
   "source": [
    "# Demonstration of some features of the analysis tool"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7a65bd87",
   "metadata": {},
   "source": [
    "### Import necessary modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3794409d",
   "metadata": {},
   "outputs": [],
   "source": [
    "from analysis_tool import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "63d608ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax && window.MathJax.Hub && window.MathJax.Hub.Config) {window.MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        requirejs.config({\n",
       "            paths: {\n",
       "                'plotly': ['https://cdn.plot.ly/plotly-2.18.2.min']\n",
       "            }\n",
       "        });\n",
       "        require(['plotly'], function(Plotly) {\n",
       "            window._Plotly = Plotly;\n",
       "        });\n",
       "        }\n",
       "        </script>\n",
       "        "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.express as px\n",
    "from plotly.offline import init_notebook_mode\n",
    "init_notebook_mode(connected=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5d14a8a",
   "metadata": {},
   "source": [
    "### Ask about any function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1c66b7c1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function where_instruction in module analysis_tool:\n",
      "\n",
      "where_instruction(instruction: str, name: str) -> pandas.core.frame.DataFrame\n",
      "    !\n",
      "    Leaves only those rows in which the instruction occurs a non-zero number of times.\n",
      "        @param instruction: Instruction.\n",
      "        @param name: Name of the dataframe or its beginning.\n",
      "        @return Dataframe with selected rows.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(where_instruction)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "9e5b362f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Help on function total_histogram in module analysis_tool:\n",
      "\n",
      "total_histogram(names: list[str] | None = None, percent: bool = True, ascending: bool = False, width: int = 2000) -> None\n",
      "    !\n",
      "    Builds a histogram of the total instruction usage in dataframes with the names given.\n",
      "        @param names: None or list of dataframe names (or their beginnings).\n",
      "        If None, all dataframes in the scope will be used. Default: None.\n",
      "        @param percent: If True, the histogram will be built by percentage, not by absolute values. Default: True.\n",
      "        @param ascending: If True, the histogram columns will be sorted in ascending order,\n",
      "        otherwise - in descending order. Default: False.\n",
      "        @param width: Width of the histogram. Default: 2000.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "help(total_histogram)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be36b708",
   "metadata": {},
   "source": [
    "#### Or take a look at the documentation: https://danila-pechenev.github.io/InstructionAnalysisFramework/namespaceanalysis__tool.html"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1b7b9aa",
   "metadata": {},
   "source": [
    "### Get data from archives (convenient for artifacts of Github Actions workflows)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4cc39e9f",
   "metadata": {},
   "outputs": [],
   "source": [
    "initialize_with_archives(\"../30.03\", \"../30.03_dfs\")\n",
    "#                         ↑ path to the folder with archives   "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c265b712",
   "metadata": {},
   "source": [
    "### Data analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e8ae3a1",
   "metadata": {},
   "source": [
    "#### How can I look at the first few rows of the dataframe?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b35a2e2b",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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       "      <th></th>\n",
       "      <th>filename</th>\n",
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       "                                            filename  file  of  endbr64   sub  \\\n",
       "0                                /usr/bin/python3.10     1   3        6     3   \n",
       "1  /usr/lib/python3.10/lib-dynload/_heapq.cpython...     1   3       16    29   \n",
       "2  /DataCollection/venv/lib/python3.10/site-packa...     1   4        0   371   \n",
       "3  /DataCollection/venv/lib/python3.10/site-packa...     1   4        0   748   \n",
       "4  /usr/lib/python3.10/lib-dynload/cmath.cpython-...     1   3       29    61   \n",
       "5                          /usr/lib/libuuid.so.1.3.0     1   3       25    66   \n",
       "6  /DataCollection/venv/lib/python3.10/site-packa...     1   4        0  3670   \n",
       "\n",
       "      mov   test     je   call   add  ...  hsubpd  vcvtqq2ps  vcvtusi2ss  \\\n",
       "0       8      3      6      4     3  ...       0          0           0   \n",
       "1    1002     97    131    173    50  ...       0          0           0   \n",
       "2    3011    423    546    614   464  ...       0          0           0   \n",
       "3   32480   5651   7048   7002  1164  ...       0          0           0   \n",
       "4     542     81    171    391    80  ...       0          0           0   \n",
       "5    1142     65     58    156   380  ...       0          0           0   \n",
       "6  109394  16710  22408  22752  3886  ...       0          0           0   \n",
       "\n",
       "   vpmovdb  vpexpandd  kshiftlq  pmaxsb  pminsb  vpmacsdd  vcmpgtps  \n",
       "0        0          0         0       0       0         0         0  \n",
       "1        0          0         0       0       0         0         0  \n",
       "2        0          0         0       0       0         0         0  \n",
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       "5        0          0         0       0       0         0         0  \n",
       "6        0          0         0       0       0         0         0  \n",
       "\n",
       "[7 rows x 1379 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "head(\"m\", 7)  # Can work with the beginning of a key (as well as all other functions)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e8c5c9aa",
   "metadata": {},
   "source": [
    "#### How many executable files are there in each system? (i.e. count number of rows in each dataframe)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ca59d05c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "manjaro: 3538 rows\n",
      "ubuntu: 3037 rows\n",
      "opensuse: 2381 rows\n"
     ]
    }
   ],
   "source": [
    "for df in dfs_list():\n",
    "    print(f\"{df}: {df_len(df)} rows\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "895f1dc5",
   "metadata": {},
   "source": [
    "#### How many instructions of each category are there in files in Ubuntu?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f75ff4d0",
   "metadata": {},
   "outputs": [
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       "      <th>4</th>\n",
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       "    <tr>\n",
       "      <th>3032</th>\n",
       "      <td>/usr/sbin/readprofile</td>\n",
       "      <td>214</td>\n",
       "      <td>1198</td>\n",
       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3033</th>\n",
       "      <td>/usr/sbin/e2image</td>\n",
       "      <td>520</td>\n",
       "      <td>3460</td>\n",
       "      <td>0</td>\n",
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       "      <td>/usr/sbin/chroot</td>\n",
       "      <td>397</td>\n",
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       "      <td>/usr/sbin/aa-status</td>\n",
       "      <td>340</td>\n",
       "      <td>4013</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3036</th>\n",
       "      <td>/usr/sbin/apparmor_parser</td>\n",
       "      <td>12576</td>\n",
       "      <td>227654</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3037 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename  Other  \\\n",
       "0                                         /usr/bin/dash   1022   \n",
       "1                   /usr/lib/x86_64-linux-gnu/libc.so.6  26807   \n",
       "2        /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2   3285   \n",
       "3                                   /usr/bin/python3.10  30135   \n",
       "4     /DataCollection/venv/lib/python3.10/site-packa...    718   \n",
       "...                                                 ...    ...   \n",
       "3032                              /usr/sbin/readprofile    214   \n",
       "3033                                  /usr/sbin/e2image    520   \n",
       "3034                                   /usr/sbin/chroot    397   \n",
       "3035                                /usr/sbin/aa-status    340   \n",
       "3036                          /usr/sbin/apparmor_parser  12576   \n",
       "\n",
       "      Central Processing Unit (CPU) instructions set  \\\n",
       "0                                              18903   \n",
       "1                                             334738   \n",
       "2                                              34982   \n",
       "3                                             659875   \n",
       "4                                              10820   \n",
       "...                                              ...   \n",
       "3032                                            1198   \n",
       "3033                                            3460   \n",
       "3034                                            4022   \n",
       "3035                                            4013   \n",
       "3036                                          227654   \n",
       "\n",
       "      Floating-Point Unit (FPU) instructions set  \\\n",
       "0                                              0   \n",
       "1                                            392   \n",
       "2                                             14   \n",
       "3                                             14   \n",
       "4                                              0   \n",
       "...                                          ...   \n",
       "3032                                           0   \n",
       "3033                                           0   \n",
       "3034                                           0   \n",
       "3035                                           0   \n",
       "3036                                          43   \n",
       "\n",
       "      Transactional Synchronization Extensions (TSX) instructions set  \\\n",
       "0                                                     0                 \n",
       "1                                                    46                 \n",
       "2                                                     0                 \n",
       "3                                                     0                 \n",
       "4                                                     0                 \n",
       "...                                                 ...                 \n",
       "3032                                                  0                 \n",
       "3033                                                  0                 \n",
       "3034                                                  0                 \n",
       "3035                                                  0                 \n",
       "3036                                                  0                 \n",
       "\n",
       "      Single Instruction Multiple Data (SIMD) instructions set  \\\n",
       "0                                                     0          \n",
       "1                                                  9427          \n",
       "2                                                   172          \n",
       "3                                                     0          \n",
       "4                                                     0          \n",
       "...                                                 ...          \n",
       "3032                                                  0          \n",
       "3033                                                  0          \n",
       "3034                                                  0          \n",
       "3035                                                  0          \n",
       "3036                                                  2          \n",
       "\n",
       "      Advanced Encryption Standard (AES) instructions set  \\\n",
       "0                                                     0     \n",
       "1                                                     0     \n",
       "2                                                     0     \n",
       "3                                                     0     \n",
       "4                                                     0     \n",
       "...                                                 ...     \n",
       "3032                                                  0     \n",
       "3033                                                  0     \n",
       "3034                                                  0     \n",
       "3035                                                  0     \n",
       "3036                                                  0     \n",
       "\n",
       "      Memory Protection Extensions (MPX) instructions set  \\\n",
       "0                                                     0     \n",
       "1                                                     0     \n",
       "2                                                     0     \n",
       "3                                                     0     \n",
       "4                                                     0     \n",
       "...                                                 ...     \n",
       "3032                                                  0     \n",
       "3033                                                  0     \n",
       "3034                                                  0     \n",
       "3035                                                  0     \n",
       "3036                                                  0     \n",
       "\n",
       "      Virtual Machine Extensions (VMX) instructions set  \n",
       "0                                                     0  \n",
       "1                                                     0  \n",
       "2                                                     0  \n",
       "3                                                     0  \n",
       "4                                                     0  \n",
       "...                                                 ...  \n",
       "3032                                                  0  \n",
       "3033                                                  0  \n",
       "3034                                                  0  \n",
       "3035                                                  0  \n",
       "3036                                                  0  \n",
       "\n",
       "[3037 rows x 9 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "divide_into_categories(\"u\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fecf3e36",
   "metadata": {},
   "source": [
    "#### How many instructions of each group are there in files in OpenSUSE?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "bc29cd20",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>filename</th>\n",
       "      <th>Other</th>\n",
       "      <th>Binary Arithmetic Instructions</th>\n",
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       "      <th>Bit and Byte Instructions</th>\n",
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       "      <td>/usr/bin/python3.10</td>\n",
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       "      <th>1</th>\n",
       "      <td>/usr/lib64/python3.10/lib-dynload/_heapq.cpyth...</td>\n",
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       "      <td>144</td>\n",
       "      <td>381</td>\n",
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       "      <th>2</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>718</td>\n",
       "      <td>1630</td>\n",
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       "      <td>902</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>2145</td>\n",
       "      <td>8924</td>\n",
       "      <td>35169</td>\n",
       "      <td>6202</td>\n",
       "      <td>25512</td>\n",
       "      <td>3081</td>\n",
       "      <td>6102</td>\n",
       "      <td>5206</td>\n",
       "      <td>647</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>140</td>\n",
       "      <td>957</td>\n",
       "      <td>5018</td>\n",
       "      <td>845</td>\n",
       "      <td>3410</td>\n",
       "      <td>443</td>\n",
       "      <td>558</td>\n",
       "      <td>952</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>2376</th>\n",
       "      <td>/usr/lib64/spa-0.2/support/libspa-journal.so</td>\n",
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       "    <tr>\n",
       "      <th>2377</th>\n",
       "      <td>/usr/lib64/spa-0.2/vulkan/libspa-vulkan.so</td>\n",
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       "      <td>6116</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2378</th>\n",
       "      <td>/usr/lib64/spa-0.2/audiotestsrc/libspa-audiote...</td>\n",
       "      <td>422</td>\n",
       "      <td>1806</td>\n",
       "      <td>4426</td>\n",
       "      <td>822</td>\n",
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       "      <td>19</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2379</th>\n",
       "      <td>/usr/lib64/spa-0.2/test/libspa-test.so</td>\n",
       "      <td>335</td>\n",
       "      <td>1911</td>\n",
       "      <td>4897</td>\n",
       "      <td>929</td>\n",
       "      <td>2864</td>\n",
       "      <td>607</td>\n",
       "      <td>1322</td>\n",
       "      <td>386</td>\n",
       "      <td>18</td>\n",
       "      <td>...</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2380</th>\n",
       "      <td>/usr/lib64/spa-0.2/control/libspa-control.so</td>\n",
       "      <td>270</td>\n",
       "      <td>1688</td>\n",
       "      <td>4004</td>\n",
       "      <td>788</td>\n",
       "      <td>2408</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>2381 rows × 48 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename  Other  \\\n",
       "0                                   /usr/bin/python3.10     11   \n",
       "1     /usr/lib64/python3.10/lib-dynload/_heapq.cpyth...     15   \n",
       "2     /DataCollection/venv/lib/python3.10/site-packa...    718   \n",
       "3     /DataCollection/venv/lib/python3.10/site-packa...   2145   \n",
       "4     /DataCollection/venv/lib/python3.10/site-packa...    140   \n",
       "...                                                 ...    ...   \n",
       "2376       /usr/lib64/spa-0.2/support/libspa-journal.so     63   \n",
       "2377         /usr/lib64/spa-0.2/vulkan/libspa-vulkan.so    536   \n",
       "2378  /usr/lib64/spa-0.2/audiotestsrc/libspa-audiote...    422   \n",
       "2379             /usr/lib64/spa-0.2/test/libspa-test.so    335   \n",
       "2380       /usr/lib64/spa-0.2/control/libspa-control.so    270   \n",
       "\n",
       "      Binary Arithmetic Instructions  System Instructions  \\\n",
       "0                                  9                   10   \n",
       "1                                144                  381   \n",
       "2                               1630                 3346   \n",
       "3                               8924                35169   \n",
       "4                                957                 5018   \n",
       "...                              ...                  ...   \n",
       "2376                             209                  397   \n",
       "2377                            2200                 6116   \n",
       "2378                            1806                 4426   \n",
       "2379                            1911                 4897   \n",
       "2380                            1688                 4004   \n",
       "\n",
       "      Bit and Byte Instructions  Control Transfer Instructions  \\\n",
       "0                             3                             25   \n",
       "1                            67                            345   \n",
       "2                           497                           2665   \n",
       "3                          6202                          25512   \n",
       "4                           845                           3410   \n",
       "...                         ...                            ...   \n",
       "2376                         67                            354   \n",
       "2377                       1141                           3535   \n",
       "2378                        822                           2606   \n",
       "2379                        929                           2864   \n",
       "2380                        788                           2408   \n",
       "\n",
       "      Data Transfer Instructions  Miscellaneous Instructions  \\\n",
       "0                              8                          14   \n",
       "1                            115                         118   \n",
       "2                            902                        1103   \n",
       "3                           3081                        6102   \n",
       "4                            443                         558   \n",
       "...                          ...                         ...   \n",
       "2376                         142                         224   \n",
       "2377                        1061                        1694   \n",
       "2378                         528                        1151   \n",
       "2379                         607                        1322   \n",
       "2380                         384                         996   \n",
       "\n",
       "      Logical Instructions  Shift and Rotate Instructions  ...  \\\n",
       "0                        4                              3  ...   \n",
       "1                       42                             22  ...   \n",
       "2                      311                            272  ...   \n",
       "3                     5206                            647  ...   \n",
       "4                      952                             27  ...   \n",
       "...                    ...                            ...  ...   \n",
       "2376                    56                             15  ...   \n",
       "2377                   599                             74  ...   \n",
       "2378                   314                             19  ...   \n",
       "2379                   386                             18  ...   \n",
       "2380                   294                             15  ...   \n",
       "\n",
       "      Primitives of Functions  Fused Arithmetic Instructions  \\\n",
       "0                           0                              0   \n",
       "1                           0                              0   \n",
       "2                           0                              0   \n",
       "3                           0                              0   \n",
       "4                           0                              0   \n",
       "...                       ...                            ...   \n",
       "2376                        0                              0   \n",
       "2377                        0                              0   \n",
       "2378                        0                              0   \n",
       "2379                        0                              0   \n",
       "2380                        0                              0   \n",
       "\n",
       "      Gather Instructions  Scatter Instructions  Compress Instructions  \\\n",
       "0                       0                     0                      0   \n",
       "1                       0                     0                      0   \n",
       "2                       0                     0                      0   \n",
       "3                       0                     0                      0   \n",
       "4                       0                     0                      0   \n",
       "...                   ...                   ...                    ...   \n",
       "2376                    0                     0                      0   \n",
       "2377                    0                     0                      0   \n",
       "2378                    0                     0                      0   \n",
       "2379                    0                     0                      0   \n",
       "2380                    0                     0                      0   \n",
       "\n",
       "      Pack Instructions  State Management Instructions  \\\n",
       "0                     0                              0   \n",
       "1                     0                              0   \n",
       "2                     0                              0   \n",
       "3                     0                              0   \n",
       "4                     0                              0   \n",
       "...                 ...                            ...   \n",
       "2376                  0                              0   \n",
       "2377                  0                              0   \n",
       "2378                  0                              0   \n",
       "2379                  0                              0   \n",
       "2380                  0                              0   \n",
       "\n",
       "      FPU and SIMD State Management Instructions  \\\n",
       "0                                              0   \n",
       "1                                              0   \n",
       "2                                              0   \n",
       "3                                              0   \n",
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       "2377                                           0   \n",
       "2378                                           0   \n",
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       "2380                                           0   \n",
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       "      Decimal Arithmetic Instructions  Expand Instructions  \n",
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       "\n",
       "[2381 rows x 48 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "divide_into_groups(\"opensuse\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbff114a",
   "metadata": {},
   "source": [
    "#### Where are AES instructions used in Manjaro?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "03dd53ea",
   "metadata": {},
   "outputs": [
    {
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       "                        filename    Other  \\\n",
       "0        /usr/lib/libcrypto.so.3    87286   \n",
       "1  /usr/lib/libgnutls.so.30.34.3    12792   \n",
       "2   /usr/lib/libgcrypt.so.20.4.1    31600   \n",
       "3     /usr/lib/libfreeblpriv3.so     8575   \n",
       "4          /usr/bin/chromedriver   206805   \n",
       "5     /usr/lib/chromium/chromium  3662207   \n",
       "\n",
       "   Central Processing Unit (CPU) instructions set  \\\n",
       "0                                          537117   \n",
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       "2                                          169938   \n",
       "3                                          110817   \n",
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       "5                                        44275874   \n",
       "\n",
       "   Floating-Point Unit (FPU) instructions set  \\\n",
       "0                                        2159   \n",
       "1                                          41   \n",
       "2                                          54   \n",
       "3                                           0   \n",
       "4                                         218   \n",
       "5                                         474   \n",
       "\n",
       "   Single Instruction Multiple Data (SIMD) instructions set  \\\n",
       "0                                              14838          \n",
       "1                                               2158          \n",
       "2                                              30076          \n",
       "3                                               3605          \n",
       "4                                               5982          \n",
       "5                                              60058          \n",
       "\n",
       "   Advanced Encryption Standard (AES) instructions set  \\\n",
       "0                                                502     \n",
       "1                                                102     \n",
       "2                                               2106     \n",
       "3                                                406     \n",
       "4                                                102     \n",
       "5                                                951     \n",
       "\n",
       "   Memory Protection Extensions (MPX) instructions set  \\\n",
       "0                                                  3     \n",
       "1                                                  1     \n",
       "2                                                  1     \n",
       "3                                                  0     \n",
       "4                                                  1     \n",
       "5                                                  1     \n",
       "\n",
       "   Transactional Synchronization Extensions (TSX) instructions set  \\\n",
       "0                                                  6                 \n",
       "1                                                  0                 \n",
       "2                                                  0                 \n",
       "3                                                  0                 \n",
       "4                                                  0                 \n",
       "5                                                  0                 \n",
       "\n",
       "   Virtual Machine Extensions (VMX) instructions set  \n",
       "0                                                  4  \n",
       "1                                                  0  \n",
       "2                                                  0  \n",
       "3                                                  0  \n",
       "4                                                  0  \n",
       "5                                                  0  "
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     "execution_count": 10,
     "metadata": {},
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   ],
   "source": [
    "where_category(category=\"Advanced Encryption Standard (AES) instructions set\", name=\"manjaro\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14e5d5c6",
   "metadata": {},
   "source": [
    "#### Where are SIMD instructions used in Ubuntu?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "215e6fd1",
   "metadata": {},
   "outputs": [
    {
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      "text/plain": [
       "                                              filename  Other  \\\n",
       "0                  /usr/lib/x86_64-linux-gnu/libc.so.6  26807   \n",
       "1       /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2   3285   \n",
       "2        /usr/lib/x86_64-linux-gnu/libstdc++.so.6.0.30  18482   \n",
       "3             /usr/lib/x86_64-linux-gnu/libcrypto.so.3  48279   \n",
       "4    /DataCollection/venv/lib/python3.10/site-packa...  20598   \n",
       "..                                                 ...    ...   \n",
       "107                        /usr/lib/snapd/snap-preseed  27364   \n",
       "108                      /usr/bin/x86_64-linux-gnu-dwp  18416   \n",
       "109                                       /usr/bin/gdb  77566   \n",
       "110                               /usr/lib32/libm.so.6   1981   \n",
       "111                          /usr/sbin/apparmor_parser  12576   \n",
       "\n",
       "     Central Processing Unit (CPU) instructions set  \\\n",
       "0                                            334738   \n",
       "1                                             34982   \n",
       "2                                            256073   \n",
       "3                                            605410   \n",
       "4                                            400861   \n",
       "..                                              ...   \n",
       "107                                          901059   \n",
       "108                                          292878   \n",
       "109                                         1398671   \n",
       "110                                          158256   \n",
       "111                                          227654   \n",
       "\n",
       "     Floating-Point Unit (FPU) instructions set  \\\n",
       "0                                           392   \n",
       "1                                            14   \n",
       "2                                           179   \n",
       "3                                          2159   \n",
       "4                                         13951   \n",
       "..                                          ...   \n",
       "107                                           0   \n",
       "108                                          43   \n",
       "109                                         171   \n",
       "110                                       35347   \n",
       "111                                          43   \n",
       "\n",
       "     Transactional Synchronization Extensions (TSX) instructions set  \\\n",
       "0                                                   46                 \n",
       "1                                                    0                 \n",
       "2                                                    0                 \n",
       "3                                                    6                 \n",
       "4                                                    0                 \n",
       "..                                                 ...                 \n",
       "107                                                  0                 \n",
       "108                                                  0                 \n",
       "109                                                  0                 \n",
       "110                                                  0                 \n",
       "111                                                  0                 \n",
       "\n",
       "     Single Instruction Multiple Data (SIMD) instructions set  \\\n",
       "0                                                 9427          \n",
       "1                                                  172          \n",
       "2                                                    2          \n",
       "3                                                14838          \n",
       "4                                                47533          \n",
       "..                                                 ...          \n",
       "107                                               3546          \n",
       "108                                                  2          \n",
       "109                                                  2          \n",
       "110                                                  8          \n",
       "111                                                  2          \n",
       "\n",
       "     Advanced Encryption Standard (AES) instructions set  \\\n",
       "0                                                    0     \n",
       "1                                                    0     \n",
       "2                                                    0     \n",
       "3                                                  502     \n",
       "4                                                    0     \n",
       "..                                                 ...     \n",
       "107                                                  0     \n",
       "108                                                  0     \n",
       "109                                                  0     \n",
       "110                                                  0     \n",
       "111                                                  0     \n",
       "\n",
       "     Memory Protection Extensions (MPX) instructions set  \\\n",
       "0                                                    0     \n",
       "1                                                    0     \n",
       "2                                                    0     \n",
       "3                                                    3     \n",
       "4                                                    0     \n",
       "..                                                 ...     \n",
       "107                                                  0     \n",
       "108                                                  0     \n",
       "109                                                  0     \n",
       "110                                                  0     \n",
       "111                                                  0     \n",
       "\n",
       "     Virtual Machine Extensions (VMX) instructions set  \n",
       "0                                                    0  \n",
       "1                                                    0  \n",
       "2                                                    0  \n",
       "3                                                    4  \n",
       "4                                                    0  \n",
       "..                                                 ...  \n",
       "107                                                  0  \n",
       "108                                                  0  \n",
       "109                                                  0  \n",
       "110                                                  0  \n",
       "111                                                  0  \n",
       "\n",
       "[112 rows x 9 columns]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "where_category(category=\"Single Instruction Multiple Data (SIMD) instructions set\", name=\"u\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "923fc1d3",
   "metadata": {},
   "source": [
    "#### Where is AAD instruction used in OpenSUSE?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "9ddcf1ef",
   "metadata": {},
   "outputs": [
    {
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       "      <td>657</td>\n",
       "      <td>1112</td>\n",
       "      <td>1590</td>\n",
       "      <td>595</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1 rows × 1463 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            filename  file  of  endbr64  sub  \\\n",
       "0  /usr/lib/python3.10/site-packages/pip/_vendor/...     1   1        0  261   \n",
       "\n",
       "    mov  test    je  call  add  ...  vinsertf32x8  movntq  pswapd  pfadd  \\\n",
       "0  3341   657  1112  1590  595  ...             0       0       0      0   \n",
       "\n",
       "   pfsub  blendps  vcmpnleps  cmpxchg16b  vcvtsi2ssq  vcvtss2si  \n",
       "0      0        0          0           0           0          0  \n",
       "\n",
       "[1 rows x 1463 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "where_instruction(instruction=\"aad\", name=\"op\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0b3cfe6",
   "metadata": {},
   "source": [
    "#### How to figure out top 10 most popular instructions in Manjaro?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "67a476be",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
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       "      <td>/usr/bin/python3.10</td>\n",
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       "      <td>2</td>\n",
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       "      <td>3</td>\n",
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       "      <th>1</th>\n",
       "      <td>/usr/lib/python3.10/lib-dynload/_heapq.cpython...</td>\n",
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       "      <td>50</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>3011</td>\n",
       "      <td>591</td>\n",
       "      <td>614</td>\n",
       "      <td>546</td>\n",
       "      <td>360</td>\n",
       "      <td>423</td>\n",
       "      <td>768</td>\n",
       "      <td>470</td>\n",
       "      <td>464</td>\n",
       "      <td>370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>32480</td>\n",
       "      <td>3260</td>\n",
       "      <td>7002</td>\n",
       "      <td>7048</td>\n",
       "      <td>3289</td>\n",
       "      <td>5651</td>\n",
       "      <td>6523</td>\n",
       "      <td>1366</td>\n",
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       "      <td>40</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3533</th>\n",
       "      <td>/usr/bin/db5.3/db_upgrade</td>\n",
       "      <td>174</td>\n",
       "      <td>30</td>\n",
       "      <td>60</td>\n",
       "      <td>20</td>\n",
       "      <td>7</td>\n",
       "      <td>22</td>\n",
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       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
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       "    <tr>\n",
       "      <th>3534</th>\n",
       "      <td>/usr/bin/db5.3/db_load</td>\n",
       "      <td>1062</td>\n",
       "      <td>193</td>\n",
       "      <td>280</td>\n",
       "      <td>180</td>\n",
       "      <td>87</td>\n",
       "      <td>214</td>\n",
       "      <td>171</td>\n",
       "      <td>49</td>\n",
       "      <td>31</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3535</th>\n",
       "      <td>/usr/bin/db5.3/db_recover</td>\n",
       "      <td>170</td>\n",
       "      <td>39</td>\n",
       "      <td>58</td>\n",
       "      <td>22</td>\n",
       "      <td>11</td>\n",
       "      <td>16</td>\n",
       "      <td>25</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
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       "    <tr>\n",
       "      <th>3536</th>\n",
       "      <td>/usr/bin/db5.3/db_dump</td>\n",
       "      <td>373</td>\n",
       "      <td>51</td>\n",
       "      <td>102</td>\n",
       "      <td>39</td>\n",
       "      <td>9</td>\n",
       "      <td>50</td>\n",
       "      <td>52</td>\n",
       "      <td>19</td>\n",
       "      <td>8</td>\n",
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       "      <th>3537</th>\n",
       "      <td>/usr/bin/db5.3/db_printlog</td>\n",
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       "      <td>124</td>\n",
       "      <td>33</td>\n",
       "      <td>13</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3538 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename    mov   lea  call  \\\n",
       "0                                   /usr/bin/python3.10      8     5     4   \n",
       "1     /usr/lib/python3.10/lib-dynload/_heapq.cpython...   1002   215   173   \n",
       "2     /DataCollection/venv/lib/python3.10/site-packa...   3011   591   614   \n",
       "3     /DataCollection/venv/lib/python3.10/site-packa...  32480  3260  7002   \n",
       "4     /usr/lib/python3.10/lib-dynload/cmath.cpython-...    542   125   391   \n",
       "...                                                 ...    ...   ...   ...   \n",
       "3533                          /usr/bin/db5.3/db_upgrade    174    30    60   \n",
       "3534                             /usr/bin/db5.3/db_load   1062   193   280   \n",
       "3535                          /usr/bin/db5.3/db_recover    170    39    58   \n",
       "3536                             /usr/bin/db5.3/db_dump    373    51   102   \n",
       "3537                         /usr/bin/db5.3/db_printlog    829   217   178   \n",
       "\n",
       "        je   cmp  test   jmp   pop   add  push  \n",
       "0        6     1     3     4     2     3     3  \n",
       "1      131   103    97   154    54    50    54  \n",
       "2      546   360   423   768   470   464   370  \n",
       "3     7048  3289  5651  6523  1366  1164  1379  \n",
       "4      171    26    81   334    70    80    40  \n",
       "...    ...   ...   ...   ...   ...   ...   ...  \n",
       "3533    20     7    22    24    12     8    13  \n",
       "3534   180    87   214   171    49    31    35  \n",
       "3535    22    11    16    25    12    14    13  \n",
       "3536    39     9    50    52    19     8    20  \n",
       "3537    49    22   137   124    33    13    29  \n",
       "\n",
       "[3538 rows x 11 columns]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_popular(\"m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d97a4a49",
   "metadata": {},
   "source": [
    "##### How to add a dataframe to the scope? "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "64d6f8b8",
   "metadata": {},
   "outputs": [],
   "source": [
    "add_df(\"top10manjaro\", top_popular(\"m\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b263e613",
   "metadata": {},
   "source": [
    "##### How to get a dataframe from the scope? "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "c70b6a03",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>/usr/lib/python3.10/lib-dynload/_heapq.cpython...</td>\n",
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       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>3011</td>\n",
       "      <td>591</td>\n",
       "      <td>614</td>\n",
       "      <td>546</td>\n",
       "      <td>360</td>\n",
       "      <td>423</td>\n",
       "      <td>768</td>\n",
       "      <td>470</td>\n",
       "      <td>464</td>\n",
       "      <td>370</td>\n",
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       "      <th>3</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>32480</td>\n",
       "      <td>3260</td>\n",
       "      <td>7002</td>\n",
       "      <td>7048</td>\n",
       "      <td>3289</td>\n",
       "      <td>5651</td>\n",
       "      <td>6523</td>\n",
       "      <td>1366</td>\n",
       "      <td>1164</td>\n",
       "      <td>1379</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/usr/lib/python3.10/lib-dynload/cmath.cpython-...</td>\n",
       "      <td>542</td>\n",
       "      <td>125</td>\n",
       "      <td>391</td>\n",
       "      <td>171</td>\n",
       "      <td>26</td>\n",
       "      <td>81</td>\n",
       "      <td>334</td>\n",
       "      <td>70</td>\n",
       "      <td>80</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3533</th>\n",
       "      <td>/usr/bin/db5.3/db_upgrade</td>\n",
       "      <td>174</td>\n",
       "      <td>30</td>\n",
       "      <td>60</td>\n",
       "      <td>20</td>\n",
       "      <td>7</td>\n",
       "      <td>22</td>\n",
       "      <td>24</td>\n",
       "      <td>12</td>\n",
       "      <td>8</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3534</th>\n",
       "      <td>/usr/bin/db5.3/db_load</td>\n",
       "      <td>1062</td>\n",
       "      <td>193</td>\n",
       "      <td>280</td>\n",
       "      <td>180</td>\n",
       "      <td>87</td>\n",
       "      <td>214</td>\n",
       "      <td>171</td>\n",
       "      <td>49</td>\n",
       "      <td>31</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3535</th>\n",
       "      <td>/usr/bin/db5.3/db_recover</td>\n",
       "      <td>170</td>\n",
       "      <td>39</td>\n",
       "      <td>58</td>\n",
       "      <td>22</td>\n",
       "      <td>11</td>\n",
       "      <td>16</td>\n",
       "      <td>25</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3536</th>\n",
       "      <td>/usr/bin/db5.3/db_dump</td>\n",
       "      <td>373</td>\n",
       "      <td>51</td>\n",
       "      <td>102</td>\n",
       "      <td>39</td>\n",
       "      <td>9</td>\n",
       "      <td>50</td>\n",
       "      <td>52</td>\n",
       "      <td>19</td>\n",
       "      <td>8</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3537</th>\n",
       "      <td>/usr/bin/db5.3/db_printlog</td>\n",
       "      <td>829</td>\n",
       "      <td>217</td>\n",
       "      <td>178</td>\n",
       "      <td>49</td>\n",
       "      <td>22</td>\n",
       "      <td>137</td>\n",
       "      <td>124</td>\n",
       "      <td>33</td>\n",
       "      <td>13</td>\n",
       "      <td>29</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3538 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename    mov   lea  call  \\\n",
       "0                                   /usr/bin/python3.10      8     5     4   \n",
       "1     /usr/lib/python3.10/lib-dynload/_heapq.cpython...   1002   215   173   \n",
       "2     /DataCollection/venv/lib/python3.10/site-packa...   3011   591   614   \n",
       "3     /DataCollection/venv/lib/python3.10/site-packa...  32480  3260  7002   \n",
       "4     /usr/lib/python3.10/lib-dynload/cmath.cpython-...    542   125   391   \n",
       "...                                                 ...    ...   ...   ...   \n",
       "3533                          /usr/bin/db5.3/db_upgrade    174    30    60   \n",
       "3534                             /usr/bin/db5.3/db_load   1062   193   280   \n",
       "3535                          /usr/bin/db5.3/db_recover    170    39    58   \n",
       "3536                             /usr/bin/db5.3/db_dump    373    51   102   \n",
       "3537                         /usr/bin/db5.3/db_printlog    829   217   178   \n",
       "\n",
       "        je   cmp  test   jmp   pop   add  push  \n",
       "0        6     1     3     4     2     3     3  \n",
       "1      131   103    97   154    54    50    54  \n",
       "2      546   360   423   768   470   464   370  \n",
       "3     7048  3289  5651  6523  1366  1164  1379  \n",
       "4      171    26    81   334    70    80    40  \n",
       "...    ...   ...   ...   ...   ...   ...   ...  \n",
       "3533    20     7    22    24    12     8    13  \n",
       "3534   180    87   214   171    49    31    35  \n",
       "3535    22    11    16    25    12    14    13  \n",
       "3536    39     9    50    52    19     8    20  \n",
       "3537    49    22   137   124    33    13    29  \n",
       "\n",
       "[3538 rows x 11 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_df(\"top10m\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c325c85d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['filename',\n",
       " 'mov',\n",
       " 'lea',\n",
       " 'call',\n",
       " 'je',\n",
       " 'cmp',\n",
       " 'test',\n",
       " 'jmp',\n",
       " 'pop',\n",
       " 'add',\n",
       " 'push']"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(get_df(\"top10m\").columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf415b37",
   "metadata": {},
   "source": [
    "#### How to figure out top 10 the rarest instructions in Ubuntu?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "22225a49",
   "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>filename</th>\n",
       "      <th>str</th>\n",
       "      <th>insw</th>\n",
       "      <th>bndstx</th>\n",
       "      <th>cmpps</th>\n",
       "      <th>lfs</th>\n",
       "      <th>wbinvd</th>\n",
       "      <th>popfw</th>\n",
       "      <th>xrelease</th>\n",
       "      <th>retw</th>\n",
       "      <th>pushw</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>/usr/bin/dash</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>/usr/lib/x86_64-linux-gnu/libc.so.6</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>/usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>/usr/bin/python3.10</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>/DataCollection/venv/lib/python3.10/site-packa...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3032</th>\n",
       "      <td>/usr/sbin/readprofile</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3033</th>\n",
       "      <td>/usr/sbin/e2image</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3034</th>\n",
       "      <td>/usr/sbin/chroot</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3035</th>\n",
       "      <td>/usr/sbin/aa-status</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3036</th>\n",
       "      <td>/usr/sbin/apparmor_parser</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3037 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename  str  insw  bndstx  \\\n",
       "0                                         /usr/bin/dash    0     0       0   \n",
       "1                   /usr/lib/x86_64-linux-gnu/libc.so.6    0     0       0   \n",
       "2        /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2    0     0       0   \n",
       "3                                   /usr/bin/python3.10    0     0       0   \n",
       "4     /DataCollection/venv/lib/python3.10/site-packa...    0     0       0   \n",
       "...                                                 ...  ...   ...     ...   \n",
       "3032                              /usr/sbin/readprofile    0     0       0   \n",
       "3033                                  /usr/sbin/e2image    0     0       0   \n",
       "3034                                   /usr/sbin/chroot    0     0       0   \n",
       "3035                                /usr/sbin/aa-status    0     0       0   \n",
       "3036                          /usr/sbin/apparmor_parser    0     0       0   \n",
       "\n",
       "      cmpps  lfs  wbinvd  popfw  xrelease  retw  pushw  \n",
       "0         0    0       0      0         0     0      0  \n",
       "1         0    0       0      0         0     0      0  \n",
       "2         0    0       0      0         0     0      0  \n",
       "3         0    0       0      0         0     0      0  \n",
       "4         0    0       0      0         0     0      0  \n",
       "...     ...  ...     ...    ...       ...   ...    ...  \n",
       "3032      0    0       0      0         0     0      0  \n",
       "3033      0    0       0      0         0     0      0  \n",
       "3034      0    0       0      0         0     0      0  \n",
       "3035      0    0       0      0         0     0      0  \n",
       "3036      0    0       0      0         0     0      0  \n",
       "\n",
       "[3037 rows x 11 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_rare(\"u\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4fc47908",
   "metadata": {},
   "outputs": [],
   "source": [
    "add_df(\"top10ubuntu\", top_rare(\"u\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "04b2c57e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['filename',\n",
       " 'str',\n",
       " 'insw',\n",
       " 'bndstx',\n",
       " 'cmpps',\n",
       " 'lfs',\n",
       " 'wbinvd',\n",
       " 'popfw',\n",
       " 'xrelease',\n",
       " 'retw',\n",
       " 'pushw']"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(get_df(\"top10u\").columns)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1512e70",
   "metadata": {},
   "source": [
    "#### How to find out information about the instruction?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "eb6cd134",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "window.open(\"../x86doc/html/LDS_LES_LFS_LGS_LSS.html\");"
      ],
      "text/plain": [
       "<IPython.core.display.Javascript object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "what_is_instruction(\"lfs\")  # Opens a new tab"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb9c008a",
   "metadata": {},
   "source": [
    "#### How to remove a dataframe from the scope?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "f5224046",
   "metadata": {},
   "outputs": [],
   "source": [
    "remove_df(\"top10m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a9a25be",
   "metadata": {},
   "source": [
    "##### How to get a list of dataframes in the scope?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "fef1e6cb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['manjaro', 'ubuntu', 'opensuse', 'top10ubuntu']"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfs_list()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "96cae53a",
   "metadata": {},
   "outputs": [],
   "source": [
    "remove_df(\"top10u\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "d62b32be",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['manjaro', 'ubuntu', 'opensuse']"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dfs_list()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9e62671d",
   "metadata": {},
   "source": [
    "#### How to figure out total instruction usage in OpenSUSE?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "6b7d357a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "file: 2381\n",
      "of: 12037\n",
      "endbr64: 41019\n",
      "sub: 3181069\n",
      "mov: 64718914\n",
      "test: 7440659\n",
      "je: 8896509\n",
      "call: 13189239\n",
      "add: 6203498\n",
      "ret: 1889595\n",
      "push: 6372166\n",
      "jmp: 7706812\n",
      "nopl: 3085708\n",
      "xchg: 488089\n",
      "xor: 5306432\n",
      "pop: 6872703\n",
      "and: 2235217\n",
      "lea: 13447327\n",
      "hlt: 1132\n",
      "nopw: 1519024\n",
      "cmp: 7400172\n",
      "shr: 1190929\n",
      "sar: 524097\n",
      "cmpb: 1096500\n",
      "jne: 5359475\n",
      "cmpq: 529079\n",
      "movb: 886928\n",
      "or: 1212870\n",
      "testb: 352173\n",
      "jg: 282946\n",
      "js: 410357\n",
      "jb: 510509\n",
      "shl: 1488748\n",
      "jle: 499597\n",
      "jge: 97031\n",
      "addq: 126193\n",
      "subq: 108713\n",
      "cltq: 105203\n",
      "nop: 717932\n",
      "jl: 99524\n",
      "data16: 477222\n",
      "movslq: 948097\n",
      "mulsd: 92721\n",
      "addsd: 74867\n",
      "movl: 1459762\n",
      "cmpl: 506833\n",
      "movzbl: 2049385\n",
      "movsd: 418022\n",
      "movabs: 754382\n",
      "pxor: 541598\n",
      "movapd: 121352\n",
      "ja: 632440\n",
      "cvtsi2sd: 64189\n",
      "jns: 100376\n",
      "imul: 554856\n",
      "movsbq: 27488\n",
      "jbe: 453335\n",
      "jae: 483811\n",
      "cmovne: 226453\n",
      "movzwl: 824203\n",
      "subl: 182033\n",
      "movq: 2381133\n",
      "punpcklqdq: 248921\n",
      "movaps: 1515884\n",
      "movups: 1612121\n",
      "movsbl: 70805\n",
      "movw: 100500\n",
      "mul: 67869\n",
      "ucomisd: 47624\n",
      "setnp: 14693\n",
      "cmove: 229477\n",
      "jp: 39669\n",
      "comisd: 43332\n",
      "cvttsd2si: 34539\n",
      "subsd: 41983\n",
      "xorpd: 19885\n",
      "andpd: 21747\n",
      "btc: 3549\n",
      "ror: 34541\n",
      "cmovs: 36722\n",
      "setne: 168308\n",
      "sete: 246897\n",
      "setl: 12360\n",
      "cqto: 11827\n",
      "idiv: 22710\n",
      "movhps: 62146\n",
      "movdqa: 893014\n",
      "neg: 149911\n",
      "movdqu: 387013\n",
      "setle: 10312\n",
      "sbb: 65161\n",
      "adc: 34115\n",
      "stos: 59468\n",
      "cmpsb: 602\n",
      "seta: 28549\n",
      "setbe: 20041\n",
      "not: 176898\n",
      "movd: 447147\n",
      "pshufd: 90653\n",
      "paddd: 153472\n",
      "pcmpeqd: 13616\n",
      "punpckldq: 120195\n",
      "cmovns: 31317\n",
      "pcmpgtd: 8104\n",
      "punpckhdq: 15412\n",
      "paddq: 16390\n",
      "psrldq: 16361\n",
      "negq: 507\n",
      "setg: 17672\n",
      "setge: 9056\n",
      "decq: 26025\n",
      "dec: 119445\n",
      "inc: 270534\n",
      "incq: 26767\n",
      "movsl: 2472\n",
      "xorps: 192732\n",
      "cmovl: 47560\n",
      "xadd: 24103\n",
      "div: 70703\n",
      "cmova: 71236\n",
      "cmovle: 35109\n",
      "setae: 25819\n",
      "cmovge: 39057\n",
      "addl: 102547\n",
      "cmovae: 77665\n",
      "cmovg: 50244\n",
      "cmovb: 98712\n",
      "jnp: 7672\n",
      "setp: 17082\n",
      "bt: 65679\n",
      "btr: 5400\n",
      "bts: 12331\n",
      "movsb: 1232\n",
      "cmovbe: 37464\n",
      "divsd: 30722\n",
      "cvtsi2sdq: 2435\n",
      "cvtsd2ss: 28569\n",
      "ucomiss: 85540\n",
      "movss: 806023\n",
      "movswq: 11439\n",
      "cvtss2sd: 25836\n",
      "unpcklpd: 11749\n",
      "movswl: 82924\n",
      "shufps: 47459\n",
      "comiss: 97322\n",
      "maxss: 12474\n",
      "minss: 8792\n",
      "maxsd: 4912\n",
      "minsd: 4329\n",
      "movupd: 17328\n",
      "cmpneqpd: 79\n",
      "pand: 56462\n",
      "subss: 61134\n",
      "cvtsi2ss: 88032\n",
      "divss: 32228\n",
      "addss: 121902\n",
      "mulss: 179084\n",
      "cvtsi2ssq: 685\n",
      "punpcklwd: 53074\n",
      "cvtsi2sdl: 5846\n",
      "subpd: 12967\n",
      "addpd: 58226\n",
      "psubq: 2137\n",
      "idivq: 438\n",
      "bnd: 8076\n",
      "decl: 39453\n",
      "incl: 35586\n",
      "ud2: 145709\n",
      "cmpw: 76568\n",
      "andb: 23360\n",
      "bsr: 29504\n",
      "mulq: 3031\n",
      "setb: 38413\n",
      "cltd: 13538\n",
      "orq: 28170\n",
      "shufpd: 14219\n",
      "notrack: 698\n",
      "negl: 270\n",
      "cmpxchg: 68953\n",
      "jo: 6171\n",
      "divq: 3244\n",
      "unpcklps: 39554\n",
      "movlps: 28214\n",
      "fldt: 10305\n",
      "fstpt: 6245\n",
      "fldz: 1226\n",
      "fucomi: 1342\n",
      "fstp: 6635\n",
      "fcomip: 464\n",
      "fadds: 221\n",
      "fchs: 341\n",
      "fmuls: 285\n",
      "flds: 1032\n",
      "fxch: 6676\n",
      "fcomi: 1113\n",
      "fnstcw: 215\n",
      "fld: 2526\n",
      "fldcw: 506\n",
      "fistpll: 205\n",
      "fildll: 345\n",
      "fsubrp: 639\n",
      "fsub: 213\n",
      "fsubp: 227\n",
      "orl: 48263\n",
      "fucomip: 967\n",
      "movsq: 11180\n",
      "rol: 95531\n",
      "punpckhwd: 32117\n",
      "packuswb: 19458\n",
      "movhlps: 6635\n",
      "btcq: 305\n",
      "andnpd: 4395\n",
      "cmpnlesd: 3161\n",
      "orpd: 5289\n",
      "rdrand: 17\n",
      "rdseed: 13\n",
      "pause: 9115\n",
      "cpuid: 886\n",
      "orw: 14984\n",
      "orb: 55867\n",
      "punpckhqdq: 10427\n",
      "idivl: 1757\n",
      "divl: 4545\n",
      "shld: 2602\n",
      "tzcnt: 19842\n",
      "fabs: 491\n",
      "andps: 37633\n",
      "movmskpd: 440\n",
      "fxam: 239\n",
      "fnstsw: 350\n",
      "movmskps: 428\n",
      "shrd: 4016\n",
      "btsq: 1235\n",
      "sbbq: 40\n",
      "adcq: 73\n",
      "andq: 2601\n",
      "cvttss2si: 40212\n",
      "andw: 3638\n",
      "testq: 6071\n",
      "cmpltsd: 408\n",
      "rolq: 86\n",
      "pshuflw: 17513\n",
      "shrl: 651\n",
      "pshufb: 12749\n",
      "psubb: 4419\n",
      "pcmpgtb: 5228\n",
      "pandn: 17982\n",
      "pclmulhqhqdq: 198\n",
      "pclmullqlqdq: 319\n",
      "por: 68224\n",
      "pclmullqhqdq: 66\n",
      "pslldq: 4083\n",
      "pextrq: 107\n",
      "paddb: 8465\n",
      "palignr: 5162\n",
      "bswap: 31238\n",
      "psubd: 25770\n",
      "shll: 1131\n",
      "pslld: 23441\n",
      "punpckhbw: 16198\n",
      "punpcklbw: 45799\n",
      "psrad: 55194\n",
      "cvtsi2ssl: 11485\n",
      "paddw: 65631\n",
      "testl: 19660\n",
      "movhpd: 10489\n",
      "psubw: 30622\n",
      "pcmpgtw: 6597\n",
      "cvtdq2ps: 9093\n",
      "unpckhps: 3458\n",
      "sqrtsd: 2334\n",
      "xorb: 729\n",
      "shlq: 747\n",
      "bsf: 20604\n",
      "testw: 5974\n",
      "mulb: 858\n",
      "movddup: 36065\n",
      "mulpd: 71311\n",
      "sqrtss: 2218\n",
      "pushf: 560\n",
      "cld: 767\n",
      "popf: 618\n",
      "movsxd: 633\n",
      "clc: 551\n",
      "out: 2355\n",
      "idivb: 36\n",
      "outsl: 686\n",
      "vandpd: 1280\n",
      "addr32: 100390\n",
      "xlat: 589\n",
      "in: 2296\n",
      "leave: 2840\n",
      "rex: 751\n",
      "cli: 517\n",
      "sti: 628\n",
      "lods: 2383\n",
      "scas: 1145\n",
      "fwait: 595\n",
      "loope: 509\n",
      "std: 627\n",
      "insb: 666\n",
      "cmc: 513\n",
      "int3: 4665540\n",
      "stc: 524\n",
      "int1: 621\n",
      "jno: 1197\n",
      "loop: 469\n",
      "fcomp: 27\n",
      "sbbb: 56\n",
      "int: 563\n",
      "lahf: 531\n",
      "fsubrl: 75\n",
      "outsb: 710\n",
      "jrcxz: 679\n",
      "fucom: 18\n",
      "rcl: 103\n",
      "lret: 1124\n",
      "ficoms: 50\n",
      "cwtl: 10450\n",
      "iret: 556\n",
      "fidivl: 56\n",
      "lcall: 98\n",
      "insl: 601\n",
      "cmpsl: 595\n",
      "enter: 578\n",
      "shlb: 459\n",
      "sbbl: 250\n",
      "fcmovnu: 150\n",
      "loopne: 544\n",
      "fistl: 60\n",
      "fisubrl: 64\n",
      "rcrb: 147\n",
      "frstor: 47\n",
      "fmull: 74\n",
      "fcoms: 54\n",
      "ljmp: 48\n",
      "fisubl: 58\n",
      "shrb: 213\n",
      "roll: 176\n",
      "addb: 2729\n",
      "imulb: 47\n",
      "ficoml: 40\n",
      "rorl: 150\n",
      "fisttps: 92\n",
      "incb: 428\n",
      "fisubrs: 51\n",
      "decb: 326\n",
      "fldl: 1304\n",
      "fstps: 118\n",
      "psubsw: 6207\n",
      "fldenv: 130\n",
      "sahf: 557\n",
      "fsubl: 51\n",
      "fmul: 2931\n",
      "fdivl: 46\n",
      "sarb: 165\n",
      "rclb: 146\n",
      "fcmovnbe: 18\n",
      "rcr: 145\n",
      "fildl: 199\n",
      "fimuls: 47\n",
      "fdivs: 36\n",
      "rcll: 151\n",
      "fcmovnb: 33\n",
      "psrld: 13180\n",
      "andl: 27662\n",
      "psllq: 4438\n",
      "psrlq: 12920\n",
      "psrlw: 21267\n",
      "notb: 253\n",
      "adcl: 313\n",
      "xorq: 133\n",
      "aesenc: 3473\n",
      "prefetcht0: 24961\n",
      "aesenclast: 518\n",
      "aesdec: 2578\n",
      "aesdeclast: 349\n",
      "vzeroupper: 15658\n",
      "vmovdqu: 43349\n",
      "vmovups: 75299\n",
      "vpxor: 39665\n",
      "vaesenc: 3814\n",
      "vpcmpgtd: 528\n",
      "vpaddd: 71623\n",
      "vaesenclast: 852\n",
      "vmovdqa: 145638\n",
      "vaesdec: 793\n",
      "vaesdeclast: 61\n",
      "vzeroall: 1943\n",
      "vpshufb: 17053\n",
      "vpalignr: 3352\n",
      "vpsrldq: 4185\n",
      "vpsrld: 9905\n",
      "vpslldq: 1322\n",
      "vpor: 8983\n",
      "vpslld: 9333\n",
      "sha1rnds4: 263\n",
      "sha1nexte: 264\n",
      "sha1msg1: 208\n",
      "sha1msg2: 210\n",
      "mull: 189\n",
      "vprotd: 80\n",
      "vpand: 15029\n",
      "vpshufd: 7962\n",
      "vpsrlq: 4157\n",
      "vpinsrq: 1718\n",
      "vinserti128: 19177\n",
      "rorx: 6450\n",
      "andn: 803\n",
      "vmovq: 18776\n",
      "vpextrq: 528\n",
      "sha256rnds2: 550\n",
      "sha256msg1: 204\n",
      "sha256msg2: 206\n",
      "pinsrd: 873\n",
      "movbe: 138\n",
      "aesimc: 100\n",
      "aeskeygenassist: 276\n",
      "femms: 36\n",
      "pcmpeqb: 18986\n",
      "invd: 10\n",
      "andnps: 8575\n",
      "sgdt: 3\n",
      "sldt: 12\n",
      "fucompp: 8\n",
      "bndldx: 6\n",
      "lretq: 48\n",
      "outsw: 16\n",
      "vpaddq: 7144\n",
      "vpbroadcastq: 3594\n",
      "vpmuludq: 3754\n",
      "vpermq: 7888\n",
      "vpblendd: 4214\n",
      "vmovd: 22029\n",
      "vpermd: 1248\n",
      "vpbroadcastd: 23045\n",
      "vpcmpeqd: 3308\n",
      "vextracti128: 10331\n",
      "vpxord: 1700\n",
      "vmovdqa64: 2872\n",
      "mulx: 1996\n",
      "vpmadd52luq: 177\n",
      "valignq: 161\n",
      "vpmadd52huq: 177\n",
      "vpandq: 226\n",
      "vpcmpltuq: 62\n",
      "kmovb: 1520\n",
      "vpcmpequq: 78\n",
      "vpsubq: 828\n",
      "vmovdqu64: 2917\n",
      "vpcmpeqq: 1915\n",
      "vpblendmq: 40\n",
      "adcx: 1316\n",
      "adox: 1180\n",
      "rolb: 161\n",
      "faddl: 86\n",
      "filds: 111\n",
      "fiadds: 74\n",
      "clts: 5\n",
      "fcmovu: 35\n",
      "fiaddl: 74\n",
      "str: 5174\n",
      "ffreep: 30\n",
      "rcrl: 140\n",
      "vpunpckldq: 7915\n",
      "vpunpckhdq: 6497\n",
      "vpunpcklqdq: 8114\n",
      "vpunpckhqdq: 6564\n",
      "vbroadcasti128: 3587\n",
      "vperm2i128: 6615\n",
      "vbroadcasti32x4: 1080\n",
      "vmovdqa32: 19697\n",
      "vprold: 94\n",
      "vextracti32x4: 2197\n",
      "vmovdqu32: 2537\n",
      "vshufi32x4: 2579\n",
      "fstpl: 232\n",
      "fstl: 58\n",
      "fsts: 46\n",
      "fistpl: 151\n",
      "rorb: 176\n",
      "insw: 2\n",
      "xorl: 560\n",
      "subb: 1557\n",
      "bndstx: 2\n",
      "vmulpd: 10664\n",
      "notl: 95\n",
      "adcb: 54\n",
      "imull: 52\n",
      "fsubrs: 45\n",
      "lretw: 10\n",
      "xbegin: 14\n",
      "fidivrs: 57\n",
      "fnstenv: 132\n",
      "fdivp: 184\n",
      "sarl: 352\n",
      "fistps: 189\n",
      "negb: 64\n",
      "fnsave: 52\n",
      "fisttpll: 146\n",
      "divb: 75\n",
      "paddusw: 4092\n",
      "fdivrl: 84\n",
      "fists: 46\n",
      "cmpps: 2\n",
      "fst: 17\n",
      "movlhps: 17300\n",
      "ficompl: 50\n",
      "fisubs: 64\n",
      "fscale: 18\n",
      "sqrtps: 186\n",
      "fidivrl: 46\n",
      "vsubss: 6770\n",
      "lfs: 2\n",
      "fcomps: 51\n",
      "fcom: 12\n",
      "cmpsq: 18\n",
      "iretq: 14\n",
      "fisttpl: 62\n",
      "fsubr: 92\n",
      "wbinvd: 2\n",
      "fimull: 42\n",
      "fdivr: 76\n",
      "fidivs: 48\n",
      "vdivss: 2347\n",
      "fcompl: 64\n",
      "vcvtss2sd: 291\n",
      "fsubs: 74\n",
      "fcoml: 57\n",
      "pmullw: 20013\n",
      "fmulp: 1422\n",
      "jmpw: 8\n",
      "fldl2e: 11\n",
      "fdiv: 191\n",
      "fdivrp: 153\n",
      "fcmovb: 28\n",
      "mulps: 90119\n",
      "fucomp: 20\n",
      "ficomps: 55\n",
      "packssdw: 24882\n",
      "syscall: 1154\n",
      "fadd: 323\n",
      "jecxz: 6\n",
      "addps: 78759\n",
      "movntps: 242\n",
      "popfw: 2\n",
      "fbld: 38\n",
      "vmovlpd: 713\n",
      "rorq: 4\n",
      "ffree: 18\n",
      "fbstp: 46\n",
      "ud1: 4\n",
      "notw: 9\n",
      "cmovno: 1425\n",
      "vcvtsd2ss: 50\n",
      "divps: 2903\n",
      "fpatan: 25\n",
      "cmovp: 885\n",
      "leavew: 4\n",
      "rcrq: 4\n",
      "fcmovne: 13\n",
      "movsw: 29\n",
      "faddp: 4052\n",
      "pmulhrw: 10\n",
      "cwtd: 35\n",
      "vsubps: 7258\n",
      "xrelease: 2\n",
      "fcmovbe: 25\n",
      "pmulhuw: 4983\n",
      "fsqrt: 78\n",
      "retw: 2\n",
      "psraw: 14728\n",
      "divw: 19\n",
      "sarq: 295\n",
      "fdivrs: 45\n",
      "pushfw: 6\n",
      "minps: 2810\n",
      "vpsllq: 1388\n",
      "decw: 72\n",
      "fnop: 4\n",
      "rclq: 6\n",
      "psadbw: 12788\n",
      "fldln2: 26\n",
      "btl: 58\n",
      "pushw: 2\n",
      "setns: 11968\n",
      "sets: 479\n",
      "vmwrite: 4\n",
      "cmpltps: 4043\n",
      "wrmsr: 4\n",
      "vpmulhuw: 361\n",
      "fcmove: 22\n",
      "setno: 146\n",
      "vmaxps: 1376\n",
      "fstenv: 6\n",
      "cvtps2pi: 6\n",
      "rsqrtps: 35\n",
      "psubusb: 10941\n",
      "pinsrw: 9599\n",
      "btsl: 16\n",
      "packsswb: 3233\n",
      "pavgw: 3243\n",
      "pshufw: 989\n",
      "ftst: 2\n",
      "rdmsr: 4\n",
      "vpsubd: 13164\n",
      "movlpd: 2773\n",
      "paddusb: 2993\n",
      "rdtsc: 90\n",
      "fprem: 27\n",
      "orps: 11309\n",
      "paddsb: 2058\n",
      "cvtps2pd: 3143\n",
      "pmaddwd: 69026\n",
      "vpsubusw: 1806\n",
      "maxps: 2764\n",
      "vaddpd: 5897\n",
      "vxorps: 10573\n",
      "vpavgw: 1806\n",
      "lsl: 184\n",
      "vaddsubpd: 3033\n",
      "ud0: 2\n",
      "pminub: 2105\n",
      "movnti: 98\n",
      "fcompp: 5\n",
      "vsubsd: 6738\n",
      "vpmullw: 5015\n",
      "rcrw: 2\n",
      "iretw: 6\n",
      "pmaxub: 2910\n",
      "notq: 306\n",
      "vpminsq: 206\n",
      "vmovsd: 192654\n",
      "rolw: 372\n",
      "pcmpeqw: 3209\n",
      "pmaxsw: 7916\n",
      "lar: 2\n",
      "psllw: 7480\n",
      "vhaddpd: 600\n",
      "fyl2xp1: 10\n",
      "rdpmc: 2\n",
      "shlx: 1248\n",
      "shrx: 534\n",
      "movzbq: 787\n",
      "xgetbv: 180\n",
      "clflush: 38\n",
      "vpaddb: 2348\n",
      "vpclmullqhqdq: 260\n",
      "vpclmulhqlqdq: 100\n",
      "vpclmullqlqdq: 481\n",
      "vpclmulhqhqdq: 320\n",
      "movzwq: 182\n",
      "ljmpw: 3\n",
      "kmovw: 2191\n",
      "vporq: 59\n",
      "vextracti64x4: 726\n",
      "vpsrlvq: 3\n",
      "vpsllvq: 3\n",
      "vpxorq: 4181\n",
      "vshufi64x2: 91\n",
      "vpinsrd: 2126\n",
      "vpandn: 4931\n",
      "vprotq: 96\n",
      "vmread: 2\n",
      "lgs: 2\n",
      "unpckhpd: 4448\n",
      "divpd: 1044\n",
      "addw: 1567\n",
      "stmxcsr: 316\n",
      "pmovmskb: 19919\n",
      "addsubpd: 1019\n",
      "cmpnless: 3675\n",
      "fld1: 492\n",
      "frndint: 45\n",
      "fstcw: 14\n",
      "fnclex: 14\n",
      "ldmxcsr: 232\n",
      "vcvtsi2ssl: 10\n",
      "vcvtsi2ss: 366\n",
      "vmulss: 28091\n",
      "vcomiss: 976\n",
      "vextractf128: 3028\n",
      "vinsertf128: 3457\n",
      "vpextrb: 515\n",
      "vpextrw: 2048\n",
      "pextrw: 6825\n",
      "vpmulld: 17689\n",
      "vpextrd: 4599\n",
      "vmovaps: 26943\n",
      "pmuludq: 11374\n",
      "vmovddup: 30745\n",
      "vmulps: 27384\n",
      "vaddps: 17329\n",
      "vhaddps: 949\n",
      "vperm2f128: 1937\n",
      "vmovss: 197725\n",
      "vaddss: 20249\n",
      "vextractps: 1356\n",
      "vinsertps: 682\n",
      "vmovlhps: 167\n",
      "vunpcklps: 2909\n",
      "vfmadd231ps: 45666\n",
      "vfmadd132ps: 737\n",
      "vfmadd231ss: 1507\n",
      "vfmadd132ss: 906\n",
      "vfmadd213ps: 3007\n",
      "vfmadd213ss: 243\n",
      "vxorpd: 8472\n",
      "vmovupd: 10040\n",
      "vmulsd: 27850\n",
      "vaddsd: 16732\n",
      "vmovhpd: 2996\n",
      "vmovapd: 7580\n",
      "vunpcklpd: 4286\n",
      "vfmadd231pd: 35504\n",
      "vfmadd132pd: 253\n",
      "vfmadd231sd: 2258\n",
      "vfmadd132sd: 1134\n",
      "vfmadd213pd: 1763\n",
      "vfmadd213sd: 537\n",
      "vextractf64x4: 637\n",
      "vpermilps: 5883\n",
      "vblendps: 1677\n",
      "vunpckhps: 2899\n",
      "vshufps: 8654\n",
      "vfmsub231ss: 742\n",
      "vfnmadd132ss: 63\n",
      "vfnmadd132ps: 25\n",
      "vfnmadd231ss: 354\n",
      "vfmsub231ps: 120\n",
      "vfnmadd231ps: 9508\n",
      "vpermt2ps: 438\n",
      "subps: 12482\n",
      "vsubpd: 732\n",
      "vpermilpd: 4068\n",
      "vshufpd: 3247\n",
      "vunpckhpd: 4191\n",
      "vfmsub231sd: 688\n",
      "vfnmadd231pd: 5803\n",
      "vfnmadd132sd: 122\n",
      "vpermpd: 516\n",
      "vfnmadd132pd: 18\n",
      "vfnmadd231sd: 369\n",
      "vfmsub231pd: 129\n",
      "vpermt2pd: 686\n",
      "vfmaddss: 4597\n",
      "vfmaddps: 25446\n",
      "vfmaddsd: 2091\n",
      "vfmaddpd: 22503\n",
      "vfmsubss: 30\n",
      "vfnmaddss: 35\n",
      "vfnmaddps: 7406\n",
      "vfmsubps: 31\n",
      "vfmsubsd: 45\n",
      "vfnmaddpd: 5499\n",
      "vfnmaddsd: 277\n",
      "vfmsubpd: 45\n",
      "shrq: 739\n",
      "prefetchnta: 852\n",
      "seto: 1101\n",
      "rdsspq: 28\n",
      "incsspq: 30\n",
      "shrw: 44\n",
      "subw: 813\n",
      "cmpeqps: 901\n",
      "cmpeqss: 884\n",
      "haddps: 371\n",
      "haddpd: 450\n",
      "prefetcht1: 1935\n",
      "movsldup: 1974\n",
      "movshdup: 1910\n",
      "prefetcht2: 1041\n",
      "emms: 470\n",
      "maxpd: 3281\n",
      "minpd: 3286\n",
      "cmpeqpd: 1391\n",
      "addsubps: 327\n",
      "prefetch: 1465\n",
      "prefetchw: 904\n",
      "vbroadcastss: 49751\n",
      "vucomiss: 741\n",
      "vbroadcastsd: 19131\n",
      "vucomisd: 685\n",
      "vmovlps: 179\n",
      "vdivsd: 2904\n",
      "vaddsubps: 4230\n",
      "vandps: 1423\n",
      "vcomisd: 984\n",
      "vcmpnltss: 39\n",
      "vblendvps: 776\n",
      "vfmsub132ps: 17\n",
      "vfmsub132ss: 263\n",
      "vmovsldup: 3638\n",
      "vmovshdup: 3826\n",
      "vmovhlps: 454\n",
      "vcmpnltsd: 44\n",
      "vblendvpd: 357\n",
      "vfmsub132pd: 17\n",
      "vfmsub132sd: 279\n",
      "vblendpd: 193\n",
      "vfmaddsub231ps: 1984\n",
      "vfmsubadd213ps: 1352\n",
      "vfmsubadd231ps: 2420\n",
      "vfmaddsub213ps: 1788\n",
      "vfmaddsub231pd: 1588\n",
      "vfmsubadd213pd: 700\n",
      "vfmsubadd231pd: 1852\n",
      "vbroadcastf128: 1419\n",
      "vfmaddsub213pd: 964\n",
      "vpandd: 782\n",
      "vshuff32x4: 44\n",
      "vextractf32x8: 155\n",
      "sarx: 137\n",
      "kmovd: 1396\n",
      "vinsertf64x4: 22\n",
      "vpternlogd: 760\n",
      "vbroadcastf32x2: 2\n",
      "vpermps: 409\n",
      "vbroadcastf32x4: 3804\n",
      "vfnmadd213ss: 35\n",
      "vcvtsi2sd: 260\n",
      "vextractf32x4: 578\n",
      "vcmpeqps: 360\n",
      "kxnorb: 211\n",
      "vgatherdps: 319\n",
      "vscatterdps: 312\n",
      "kxnorw: 288\n",
      "vextractf64x2: 817\n",
      "vshuff64x2: 114\n",
      "vbroadcastf64x4: 60\n",
      "vfnmadd213sd: 45\n",
      "vcmpeqpd: 215\n",
      "vgatherqpd: 200\n",
      "vscatterqpd: 304\n",
      "vpermi2pd: 12\n",
      "vfnmsub132ss: 16\n",
      "vfnmsub132sd: 16\n",
      "cmpless: 1024\n",
      "cmpnltss: 120\n",
      "cmplesd: 154\n",
      "cmpnltsd: 79\n",
      "cmpltss: 2780\n",
      "vprolq: 65\n",
      "vprorq: 59\n",
      "vpmovsxdq: 462\n",
      "vpgatherqd: 18\n",
      "vpmaxsd: 6930\n",
      "vpminsd: 6946\n",
      "vpmaxud: 634\n",
      "vpminud: 803\n",
      "vgatherqps: 9\n",
      "vminps: 1560\n",
      "kxord: 15\n",
      "vpcmpnltud: 44\n",
      "popcnt: 1625\n",
      "knotw: 41\n",
      "vpcompressd: 16\n",
      "vextracti64x2: 92\n",
      "vpcmpnltd: 54\n",
      "vminss: 127\n",
      "vmaxss: 144\n",
      "vcompressps: 8\n",
      "vcvttsd2si: 165\n",
      "vcmpneqps: 155\n",
      "vpbroadcastb: 2011\n",
      "vmovdqu8: 1677\n",
      "vpcmpnleub: 202\n",
      "vpbroadcastw: 5419\n",
      "vmovdqu16: 447\n",
      "vpcmpnleuw: 26\n",
      "vpcmpnleud: 50\n",
      "vextracti32x8: 873\n",
      "vpmovzxdq: 448\n",
      "vpcmpnleuq: 74\n",
      "vpcmpgtb: 1684\n",
      "vpcmpgtw: 1964\n",
      "vpcmpgtq: 681\n",
      "vcmpordps: 253\n",
      "kandw: 19\n",
      "vcmpordpd: 250\n",
      "kandb: 8\n",
      "vpcmpequb: 46\n",
      "kandq: 50\n",
      "kmovq: 368\n",
      "movsbw: 2067\n",
      "vpsubb: 1926\n",
      "vpmovm2b: 167\n",
      "vpsllw: 3373\n",
      "vpsraw: 5938\n",
      "vpmulhw: 1888\n",
      "vpaddw: 41280\n",
      "vpsubw: 18051\n",
      "vpmovb2m: 135\n",
      "knotq: 41\n",
      "kortestq: 24\n",
      "vpmovm2w: 1\n",
      "vpmovw2m: 1\n",
      "kandd: 1\n",
      "knotd: 25\n",
      "kortestd: 109\n",
      "vpmovm2d: 69\n",
      "vpmuldq: 393\n",
      "vpsrad: 38231\n",
      "vpmovd2m: 1\n",
      "kortestw: 26\n",
      "vpcmpneqd: 84\n",
      "knotb: 4\n",
      "vpsraq: 14\n",
      "vpmovm2q: 2\n",
      "vpmovq2m: 3\n",
      "kortestb: 4\n",
      "vpsrlw: 6284\n",
      "vpmaxub: 1397\n",
      "vpshuflw: 1149\n",
      "vpminub: 1769\n",
      "vpmaxuw: 748\n",
      "vpminuw: 605\n",
      "vphminposuw: 90\n",
      "vpmaxuq: 116\n",
      "vpminuq: 116\n",
      "vpmaxsb: 209\n",
      "vpminsb: 101\n",
      "vpmaxsw: 3174\n",
      "vpminsw: 3904\n",
      "vpmaxsq: 116\n",
      "vpgatherdd: 2146\n",
      "vpscatterdd: 171\n",
      "vcmpordss: 220\n",
      "vinserti64x4: 449\n",
      "vpgatherqq: 142\n",
      "vmaxpd: 128\n",
      "vpscatterqq: 109\n",
      "vmaxsd: 80\n",
      "vcmpordsd: 148\n",
      "vminpd: 138\n",
      "vminsd: 78\n",
      "vcvtph2ps: 29810\n",
      "vcvtps2ph: 8650\n",
      "kxorw: 29\n",
      "korw: 56\n",
      "vdivps: 431\n",
      "vscalefps: 28\n",
      "vgetexpps: 39\n",
      "vgetmantps: 24\n",
      "vfpclassps: 30\n",
      "vcvtps2dq: 579\n",
      "vcvtdq2ps: 920\n",
      "vgatherdpd: 84\n",
      "vfpclasspd: 30\n",
      "vgetexppd: 32\n",
      "vgetmantpd: 22\n",
      "vscatterdpd: 8\n",
      "vcvtpd2dq: 8\n",
      "vcvtdq2pd: 151\n",
      "vscalefpd: 21\n",
      "vpermi2ps: 6\n",
      "vorps: 229\n",
      "vinserti64x2: 4\n",
      "vpcmpnltq: 67\n",
      "vorpd: 148\n",
      "vpcmpequd: 32\n",
      "kunpckwd: 156\n",
      "kunpckdq: 134\n",
      "vpermt2w: 218\n",
      "vpackuswb: 8392\n",
      "vpcmpnequd: 33\n",
      "vpcmpltud: 35\n",
      "vpcmpleud: 40\n",
      "kunpckbw: 255\n",
      "vpermt2d: 148\n",
      "vpermi2d: 71\n",
      "vpermi2w: 182\n",
      "vpcmpnequq: 50\n",
      "vpcmpneqq: 48\n",
      "vpcmpnltuq: 64\n",
      "vpcmpleuq: 32\n",
      "vpcmpltd: 38\n",
      "vpcmpled: 37\n",
      "vpcmpltq: 32\n",
      "vpcmpnleq: 19\n",
      "vpcmpleq: 32\n",
      "vcmpltps: 230\n",
      "vcmpleps: 197\n",
      "vcmpltpd: 130\n",
      "vcmplepd: 130\n",
      "vpcmpltub: 282\n",
      "vpcmpnltub: 14\n",
      "vpcmpleub: 112\n",
      "vpcmpeqb: 4040\n",
      "vpcmpnequb: 67\n",
      "vpcmpneqb: 114\n",
      "vpcmpltuw: 18\n",
      "vpcmpnltuw: 18\n",
      "vpcmpleuw: 18\n",
      "vpcmpequw: 12\n",
      "vpcmpeqw: 897\n",
      "vpcmpnequw: 12\n",
      "vpcmpneqw: 32\n",
      "vpcmpnleb: 4\n",
      "vpcmpltb: 8\n",
      "vpcmpnltb: 10\n",
      "vpcmpleb: 8\n",
      "vpcmpnlew: 42\n",
      "vpcmpltw: 34\n",
      "vpcmpnltw: 18\n",
      "vpcmplew: 90\n",
      "vpcmpnled: 9\n",
      "kandnq: 42\n",
      "korq: 7\n",
      "kxnorq: 6\n",
      "kxorq: 3\n",
      "vcmpneqpd: 209\n",
      "vpblendvb: 2059\n",
      "vmovmskps: 76\n",
      "vmovmskpd: 35\n",
      "vpmovmskb: 2719\n",
      "vdivpd: 166\n",
      "vpinsrw: 1726\n",
      "vpacksswb: 938\n",
      "vpinsrb: 560\n",
      "vpackssdw: 13943\n",
      "vpackusdw: 2000\n",
      "vpunpcklwd: 15175\n",
      "vpsubusb: 4177\n",
      "pblendvb: 398\n",
      "pextrb: 305\n",
      "pextrd: 1186\n",
      "pcmpgtq: 136\n",
      "cmpordps: 123\n",
      "blendvps: 150\n",
      "cmpltpd: 576\n",
      "cmpordpd: 140\n",
      "blendvpd: 10\n",
      "pcmpeqq: 58\n",
      "pmaxud: 90\n",
      "cmpleps: 707\n",
      "cmplepd: 388\n",
      "pmaxuw: 21\n",
      "cmpneqps: 416\n",
      "cvtps2dq: 980\n",
      "cvttps2dq: 3243\n",
      "cmpunordpd: 107\n",
      "sqrtpd: 118\n",
      "pmulhw: 5366\n",
      "psubusw: 46702\n",
      "pminsw: 7612\n",
      "cmpordss: 117\n",
      "cmpordsd: 55\n",
      "roundps: 226\n",
      "roundpd: 92\n",
      "pmuldq: 1520\n",
      "pblendw: 512\n",
      "pinsrb: 170\n",
      "vpternlogq: 47\n",
      "vptestnmd: 175\n",
      "vpmovqd: 60\n",
      "vpord: 521\n",
      "vpandnd: 200\n",
      "vpmaskmovd: 56\n",
      "vpsllvd: 30\n",
      "vmaskmovps: 134\n",
      "vpmaskmovq: 8\n",
      "cvttpd2dq: 1281\n",
      "cvtpd2ps: 6055\n",
      "cvtdq2pd: 3542\n",
      "pshufhw: 4345\n",
      "vpmovsdb: 15\n",
      "vpmovsqb: 15\n",
      "vsqrtps: 24\n",
      "vsqrtpd: 1\n",
      "vpunpcklbw: 8217\n",
      "vpunpckhbw: 5925\n",
      "vpmovsxbw: 1779\n",
      "vpmovsxwd: 3387\n",
      "vcvttpd2dq: 86\n",
      "vpsadbw: 1605\n",
      "vpmovzxbw: 4495\n",
      "vpmovzxwd: 958\n",
      "sarw: 25\n",
      "vcvtsi2sdl: 21\n",
      "vcvtsi2sdq: 6\n",
      "cmpunordps: 232\n",
      "cmpnltps: 1356\n",
      "cmpnleps: 95\n",
      "cmpnltpd: 44\n",
      "cmpnlepd: 37\n",
      "cmovnp: 73\n",
      "vrsqrt14pd: 9\n",
      "vfmsub213pd: 60\n",
      "vfnmadd213pd: 38\n",
      "vblendmpd: 19\n",
      "vrsqrt14ps: 9\n",
      "vfmsub213ps: 34\n",
      "vfnmadd213ps: 58\n",
      "vblendmps: 17\n",
      "vrcp14pd: 25\n",
      "vrcp14ps: 17\n",
      "vandnps: 45\n",
      "vcmpunordpd: 12\n",
      "vpandnq: 39\n",
      "vptestmd: 189\n",
      "vcmpunordps: 4\n",
      "vreducepd: 5\n",
      "vreduceps: 5\n",
      "vrndscalepd: 18\n",
      "vrndscaleps: 40\n",
      "vpmullq: 40\n",
      "vandnpd: 73\n",
      "vrangeps: 2\n",
      "f2xm1: 6\n",
      "fstsw: 7\n",
      "fyl2x: 5\n",
      "fldlg2: 2\n",
      "fprem1: 1\n",
      "fxtract: 3\n",
      "fldl2t: 1\n",
      "cvtsd2si: 730\n",
      "cvtss2si: 3550\n",
      "roundsd: 8\n",
      "roundss: 6\n",
      "vcmpltsd: 28\n",
      "vstmxcsr: 36\n",
      "vldmxcsr: 36\n",
      "vcmpnlesd: 4\n",
      "vcmplesd: 4\n",
      "vcvtpd2ps: 32\n",
      "rstorssp: 4\n",
      "saveprevssp: 4\n",
      "xabort: 6\n",
      "xend: 3\n",
      "movntdq: 895\n",
      "sfence: 158\n",
      "bzhi: 103\n",
      "vptestnmb: 348\n",
      "blsmsk: 98\n",
      "blsr: 10\n",
      "rdpkru: 2\n",
      "wrpkru: 1\n",
      "vmovntdq: 400\n",
      "lzcnt: 252\n",
      "xtest: 105\n",
      "vptestmb: 400\n",
      "kord: 5\n",
      "ktestd: 8\n",
      "pcmpistri: 555\n",
      "pminud: 149\n",
      "fxsave: 4\n",
      "fxrstor: 3\n",
      "xsave: 3\n",
      "xrstor: 6\n",
      "xsavec: 3\n",
      "adrp: 2531\n",
      "ldr: 8793\n",
      "stp: 3763\n",
      "bl: 6096\n",
      "brk: 60\n",
      "udf: 1493\n",
      "movk: 8\n",
      "ldp: 3520\n",
      "blr: 1002\n",
      "cbz: 3334\n",
      "prfm: 24\n",
      "tbz: 562\n",
      "ld4: 16\n",
      "st4: 32\n",
      "ld2: 16\n",
      "st2: 24\n",
      "ldrb: 873\n",
      "strb: 1186\n",
      "subs: 198\n",
      "tst: 382\n",
      "ld1: 88\n",
      "st1: 104\n",
      "b: 4047\n",
      "prfum: 24\n",
      "ldrh: 482\n",
      "tbnz: 314\n",
      "ands: 117\n",
      "uminv: 40\n",
      "fmov: 104\n",
      "cbnz: 2348\n",
      "cmeq: 89\n",
      "umaxv: 8\n",
      "eor: 232\n",
      "asr: 321\n",
      "undefined: 410\n",
      "stxrb: 4\n",
      "csel: 714\n",
      "dup: 23\n",
      "adr: 52\n",
      "br: 92\n",
      "madd: 444\n",
      "st3: 8\n",
      "rev: 88\n",
      "cset: 363\n",
      "cneg: 92\n",
      "rev32: 32\n",
      "rev16: 32\n",
      "ldrsb: 1067\n",
      "sxtw: 350\n",
      "cmn: 476\n",
      "ccmp: 182\n",
      "uxth: 79\n",
      "orr: 716\n",
      "strh: 212\n",
      "ubfx: 454\n",
      "sbfiz: 20\n",
      "ldrsh: 54\n",
      "uxtb: 456\n",
      "ldaxr: 196\n",
      "stlxr: 192\n",
      "dmb: 394\n",
      "stlr: 48\n",
      "csetm: 4\n",
      "ldar: 642\n",
      "mvn: 70\n",
      "st1h: 20\n",
      "cpyfe: 20\n",
      "rev64: 76\n",
      "ubfiz: 88\n",
      "lsr: 432\n",
      "clz: 148\n",
      "uaddlv: 24\n",
      "sdiv: 22\n",
      "ldrsw: 67\n",
      "sxtb: 87\n",
      "cinc: 16\n",
      "stur: 52\n",
      "ldurb: 22\n",
      "sturh: 16\n",
      "sturb: 59\n",
      "udiv: 54\n",
      "msub: 48\n",
      "ldur: 134\n",
      "ldurh: 12\n",
      "ldursb: 28\n",
      "ldursh: 6\n",
      "ldursw: 6\n",
      "ld1sb: 4\n",
      "ldnf1sb: 4\n",
      "ld1h: 2\n",
      "ldnf1h: 2\n",
      "sxth: 16\n",
      "adds: 4\n",
      "bfxil: 16\n",
      "smull: 8\n",
      "csinc: 4\n",
      "bfi: 20\n",
      "frintp: 4\n",
      "fcvtzs: 4\n",
      "csinv: 16\n",
      "extr: 8\n",
      "umull: 20\n",
      "movi: 4\n",
      "fmadd: 60\n",
      "fnmsub: 4\n",
      "scvtf: 8\n",
      "ldnp: 4\n",
      "ld1b: 4\n",
      "mrs: 40\n",
      "msr: 28\n",
      "svc: 82\n",
      "btrl: 10\n",
      "aad: 1\n",
      "into: 2\n",
      "movzbw: 32\n",
      "incw: 140\n",
      "xorw: 5\n",
      "btrq: 125\n",
      "shlw: 54\n",
      "pclmulhqlqdq: 29\n",
      "vpabsb: 153\n",
      "vpmovzxbd: 1132\n",
      "pabsd: 216\n",
      "vcvtps2pd: 76\n",
      "pmulld: 12060\n",
      "vpmaddwd: 30851\n",
      "vpabsd: 250\n",
      "negw: 7\n",
      "rcpps: 79\n",
      "pminsd: 4691\n",
      "mfence: 243\n",
      "cmpunordsd: 79\n",
      "vmovhps: 5529\n",
      "cmpeqsd: 208\n",
      "cbtw: 67\n",
      "rdtscp: 1\n",
      "btq: 914\n",
      "vptest: 126\n",
      "cmpneqss: 221\n",
      "cmpneqsd: 117\n",
      "movdq2q: 963\n",
      "movq2dq: 951\n",
      "pmaddubsw: 10672\n",
      "pabsw: 3925\n",
      "xsha1: 4\n",
      "xsha256: 4\n",
      "paddsw: 12854\n",
      "pavgb: 5588\n",
      "cvtpi2pd: 8\n",
      "pmulhrsw: 10955\n",
      "psignw: 1016\n",
      "extractps: 6\n",
      "lddqu: 1020\n",
      "hsubps: 2\n",
      "rcpss: 30\n",
      "psignd: 66\n",
      "packusdw: 592\n",
      "vpmacsdql: 12\n",
      "vpunpckhwd: 14038\n",
      "vpavgb: 1326\n",
      "vpaddusb: 550\n",
      "vpaddsw: 9291\n",
      "vpshufhw: 635\n",
      "vphaddubq: 8\n",
      "psubsb: 1124\n",
      "vpmulhrsw: 21458\n",
      "vpsignw: 839\n",
      "vpsubsb: 374\n",
      "vpaddsb: 937\n",
      "vpabsw: 3893\n",
      "vpmaddubsw: 12783\n",
      "vcmpnltps: 121\n",
      "vpmadcswd: 78\n",
      "vphadddq: 6\n",
      "pfmul: 8\n",
      "pf2id: 4\n",
      "cvtpi2ps: 8\n",
      "pavgusb: 398\n",
      "phaddsw: 23\n",
      "phaddd: 3480\n",
      "pmovzxbw: 1463\n",
      "pinsrq: 221\n",
      "pminuw: 105\n",
      "pmaxsd: 4677\n",
      "pmovzxdq: 326\n",
      "pmovzxbd: 339\n",
      "pmovzxwd: 897\n",
      "vphaddsw: 29\n",
      "vsqrtsd: 5\n",
      "vphaddd: 2255\n",
      "vlddqu: 1142\n",
      "vpsignd: 261\n",
      "vphaddw: 1136\n",
      "imulq: 106\n",
      "phaddw: 1973\n",
      "pmovsxwd: 2452\n",
      "pmovsxdq: 452\n",
      "crc32b: 9\n",
      "crc32q: 45\n",
      "crc32l: 5\n",
      "crc32w: 5\n",
      "vpsubsw: 6567\n",
      "vpaddusw: 1049\n",
      "vpmovsxbd: 919\n",
      "vsqrtss: 74\n",
      "btsw: 4\n",
      "vprord: 508\n",
      "vpblendmd: 27\n",
      "vinserti32x4: 1823\n",
      "cmovo: 19758\n",
      "ptest: 26\n",
      "insertps: 106\n",
      "vpblendw: 1607\n",
      "vpgatherdq: 303\n",
      "maskmovdqu: 5\n",
      "lfence: 6\n",
      "movntdqa: 1640\n",
      "sbbw: 7\n",
      "vmpsadbw: 443\n",
      "mpsadbw: 540\n",
      "phminposuw: 49\n",
      "pminsb: 26\n",
      "pmovsxbw: 425\n",
      "vpsrlvd: 30\n",
      "vpsravd: 76\n",
      "vpmovuswb: 30\n",
      "vinserti32x8: 1628\n",
      "vpermb: 2395\n",
      "vbroadcasti32x8: 114\n",
      "vpmovzxbq: 100\n",
      "vpermt2b: 471\n",
      "vpdpbusd: 1240\n",
      "vpshrdw: 13\n",
      "vpdpwssd: 5698\n",
      "kshiftrq: 14\n",
      "vpshrdd: 280\n",
      "kshiftrw: 9\n",
      "kshiftlb: 10\n",
      "vpmovdw: 25\n",
      "vpshrdq: 36\n",
      "vpshldq: 5\n",
      "vpmultishiftqb: 445\n",
      "vpshldw: 162\n",
      "vpermt2q: 489\n",
      "ktestw: 9\n",
      "vpsignb: 201\n",
      "pabsb: 216\n",
      "vroundps: 200\n",
      "vpmovsxwq: 3\n",
      "vroundsd: 6\n",
      "vcvtpd2psy: 4\n",
      "vcvttps2dq: 342\n",
      "pmovsxbd: 7\n",
      "vcvttss2si: 14\n",
      "vrcpps: 50\n",
      "vrsqrtps: 16\n",
      "crc32: 4\n",
      "vpshldd: 72\n",
      "vpsrlvw: 98\n",
      "vpmovzxwq: 20\n",
      "vpermi2b: 135\n",
      "vgf2p8affineqb: 112\n",
      "vpshufbitqmb: 84\n",
      "vpblendmw: 136\n",
      "vpblendmb: 240\n",
      "psignb: 144\n",
      "kshiftrb: 16\n",
      "vpsravw: 96\n",
      "vpsllvw: 32\n",
      "btcl: 48\n",
      "kxnord: 12\n",
      "vpermw: 32\n",
      "vpermi2q: 272\n",
      "vpscatterdq: 100\n",
      "vptestmw: 24\n",
      "kandnd: 24\n",
      "vpmovusdw: 8\n",
      "cmpunordss: 206\n",
      "block: 4\n",
      "nsform: 4\n",
      "by: 4\n",
      "tation: 2\n",
      "e: 2\n",
      "ord: 2\n",
      "vcvtusi2ss: 4\n",
      "vcvtqq2ps: 14\n",
      "vpmovqw: 8\n",
      "vpmovdb: 6\n",
      "vfnmsub213ps: 1\n",
      "vroundss: 98\n",
      "vrndscaless: 32\n",
      "vcmptrueps: 2\n",
      "vpexpandd: 48\n",
      "kshiftlq: 9\n",
      "pmaxsb: 76\n",
      "vpmacsww: 99\n",
      "vpmacsdd: 194\n",
      "adcw: 32\n",
      "vroundpd: 10\n",
      "vptestmq: 4\n",
      "vrcp28pd: 3\n",
      "vinsertf32x8: 2\n",
      "movntq: 202\n",
      "pswapd: 3\n",
      "pfadd: 1\n",
      "pfsub: 1\n",
      "blendps: 2\n",
      "vcmpnleps: 4\n",
      "cmpxchg16b: 30\n",
      "vcvtsi2ssq: 4\n",
      "vcvtss2si: 16\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'file': 2381,\n",
       " 'of': 12037,\n",
       " 'endbr64': 41019,\n",
       " 'sub': 3181069,\n",
       " 'mov': 64718914,\n",
       " 'test': 7440659,\n",
       " 'je': 8896509,\n",
       " 'call': 13189239,\n",
       " 'add': 6203498,\n",
       " 'ret': 1889595,\n",
       " 'push': 6372166,\n",
       " 'jmp': 7706812,\n",
       " 'nopl': 3085708,\n",
       " 'xchg': 488089,\n",
       " 'xor': 5306432,\n",
       " 'pop': 6872703,\n",
       " 'and': 2235217,\n",
       " 'lea': 13447327,\n",
       " 'hlt': 1132,\n",
       " 'nopw': 1519024,\n",
       " 'cmp': 7400172,\n",
       " 'shr': 1190929,\n",
       " 'sar': 524097,\n",
       " 'cmpb': 1096500,\n",
       " 'jne': 5359475,\n",
       " 'cmpq': 529079,\n",
       " 'movb': 886928,\n",
       " 'or': 1212870,\n",
       " 'testb': 352173,\n",
       " 'jg': 282946,\n",
       " 'js': 410357,\n",
       " 'jb': 510509,\n",
       " 'shl': 1488748,\n",
       " 'jle': 499597,\n",
       " 'jge': 97031,\n",
       " 'addq': 126193,\n",
       " 'subq': 108713,\n",
       " 'cltq': 105203,\n",
       " 'nop': 717932,\n",
       " 'jl': 99524,\n",
       " 'data16': 477222,\n",
       " 'movslq': 948097,\n",
       " 'mulsd': 92721,\n",
       " 'addsd': 74867,\n",
       " 'movl': 1459762,\n",
       " 'cmpl': 506833,\n",
       " 'movzbl': 2049385,\n",
       " 'movsd': 418022,\n",
       " 'movabs': 754382,\n",
       " 'pxor': 541598,\n",
       " 'movapd': 121352,\n",
       " 'ja': 632440,\n",
       " 'cvtsi2sd': 64189,\n",
       " 'jns': 100376,\n",
       " 'imul': 554856,\n",
       " 'movsbq': 27488,\n",
       " 'jbe': 453335,\n",
       " 'jae': 483811,\n",
       " 'cmovne': 226453,\n",
       " 'movzwl': 824203,\n",
       " 'subl': 182033,\n",
       " 'movq': 2381133,\n",
       " 'punpcklqdq': 248921,\n",
       " 'movaps': 1515884,\n",
       " 'movups': 1612121,\n",
       " 'movsbl': 70805,\n",
       " 'movw': 100500,\n",
       " 'mul': 67869,\n",
       " 'ucomisd': 47624,\n",
       " 'setnp': 14693,\n",
       " 'cmove': 229477,\n",
       " 'jp': 39669,\n",
       " 'comisd': 43332,\n",
       " 'cvttsd2si': 34539,\n",
       " 'subsd': 41983,\n",
       " 'xorpd': 19885,\n",
       " 'andpd': 21747,\n",
       " 'btc': 3549,\n",
       " 'ror': 34541,\n",
       " 'cmovs': 36722,\n",
       " 'setne': 168308,\n",
       " 'sete': 246897,\n",
       " 'setl': 12360,\n",
       " 'cqto': 11827,\n",
       " 'idiv': 22710,\n",
       " 'movhps': 62146,\n",
       " 'movdqa': 893014,\n",
       " 'neg': 149911,\n",
       " 'movdqu': 387013,\n",
       " 'setle': 10312,\n",
       " 'sbb': 65161,\n",
       " 'adc': 34115,\n",
       " 'stos': 59468,\n",
       " 'cmpsb': 602,\n",
       " 'seta': 28549,\n",
       " 'setbe': 20041,\n",
       " 'not': 176898,\n",
       " 'movd': 447147,\n",
       " 'pshufd': 90653,\n",
       " 'paddd': 153472,\n",
       " 'pcmpeqd': 13616,\n",
       " 'punpckldq': 120195,\n",
       " 'cmovns': 31317,\n",
       " 'pcmpgtd': 8104,\n",
       " 'punpckhdq': 15412,\n",
       " 'paddq': 16390,\n",
       " 'psrldq': 16361,\n",
       " 'negq': 507,\n",
       " 'setg': 17672,\n",
       " 'setge': 9056,\n",
       " 'decq': 26025,\n",
       " 'dec': 119445,\n",
       " 'inc': 270534,\n",
       " 'incq': 26767,\n",
       " 'movsl': 2472,\n",
       " 'xorps': 192732,\n",
       " 'cmovl': 47560,\n",
       " 'xadd': 24103,\n",
       " 'div': 70703,\n",
       " 'cmova': 71236,\n",
       " 'cmovle': 35109,\n",
       " 'setae': 25819,\n",
       " 'cmovge': 39057,\n",
       " 'addl': 102547,\n",
       " 'cmovae': 77665,\n",
       " 'cmovg': 50244,\n",
       " 'cmovb': 98712,\n",
       " 'jnp': 7672,\n",
       " 'setp': 17082,\n",
       " 'bt': 65679,\n",
       " 'btr': 5400,\n",
       " 'bts': 12331,\n",
       " 'movsb': 1232,\n",
       " 'cmovbe': 37464,\n",
       " 'divsd': 30722,\n",
       " 'cvtsi2sdq': 2435,\n",
       " 'cvtsd2ss': 28569,\n",
       " 'ucomiss': 85540,\n",
       " 'movss': 806023,\n",
       " 'movswq': 11439,\n",
       " 'cvtss2sd': 25836,\n",
       " 'unpcklpd': 11749,\n",
       " 'movswl': 82924,\n",
       " 'shufps': 47459,\n",
       " 'comiss': 97322,\n",
       " 'maxss': 12474,\n",
       " 'minss': 8792,\n",
       " 'maxsd': 4912,\n",
       " 'minsd': 4329,\n",
       " 'movupd': 17328,\n",
       " 'cmpneqpd': 79,\n",
       " 'pand': 56462,\n",
       " 'subss': 61134,\n",
       " 'cvtsi2ss': 88032,\n",
       " 'divss': 32228,\n",
       " 'addss': 121902,\n",
       " 'mulss': 179084,\n",
       " 'cvtsi2ssq': 685,\n",
       " 'punpcklwd': 53074,\n",
       " 'cvtsi2sdl': 5846,\n",
       " 'subpd': 12967,\n",
       " 'addpd': 58226,\n",
       " 'psubq': 2137,\n",
       " 'idivq': 438,\n",
       " 'bnd': 8076,\n",
       " 'decl': 39453,\n",
       " 'incl': 35586,\n",
       " 'ud2': 145709,\n",
       " 'cmpw': 76568,\n",
       " 'andb': 23360,\n",
       " 'bsr': 29504,\n",
       " 'mulq': 3031,\n",
       " 'setb': 38413,\n",
       " 'cltd': 13538,\n",
       " 'orq': 28170,\n",
       " 'shufpd': 14219,\n",
       " 'notrack': 698,\n",
       " 'negl': 270,\n",
       " 'cmpxchg': 68953,\n",
       " 'jo': 6171,\n",
       " 'divq': 3244,\n",
       " 'unpcklps': 39554,\n",
       " 'movlps': 28214,\n",
       " 'fldt': 10305,\n",
       " 'fstpt': 6245,\n",
       " 'fldz': 1226,\n",
       " 'fucomi': 1342,\n",
       " 'fstp': 6635,\n",
       " 'fcomip': 464,\n",
       " 'fadds': 221,\n",
       " 'fchs': 341,\n",
       " 'fmuls': 285,\n",
       " 'flds': 1032,\n",
       " 'fxch': 6676,\n",
       " 'fcomi': 1113,\n",
       " 'fnstcw': 215,\n",
       " 'fld': 2526,\n",
       " 'fldcw': 506,\n",
       " 'fistpll': 205,\n",
       " 'fildll': 345,\n",
       " 'fsubrp': 639,\n",
       " 'fsub': 213,\n",
       " 'fsubp': 227,\n",
       " 'orl': 48263,\n",
       " 'fucomip': 967,\n",
       " 'movsq': 11180,\n",
       " 'rol': 95531,\n",
       " 'punpckhwd': 32117,\n",
       " 'packuswb': 19458,\n",
       " 'movhlps': 6635,\n",
       " 'btcq': 305,\n",
       " 'andnpd': 4395,\n",
       " 'cmpnlesd': 3161,\n",
       " 'orpd': 5289,\n",
       " 'rdrand': 17,\n",
       " 'rdseed': 13,\n",
       " 'pause': 9115,\n",
       " 'cpuid': 886,\n",
       " 'orw': 14984,\n",
       " 'orb': 55867,\n",
       " 'punpckhqdq': 10427,\n",
       " 'idivl': 1757,\n",
       " 'divl': 4545,\n",
       " 'shld': 2602,\n",
       " 'tzcnt': 19842,\n",
       " 'fabs': 491,\n",
       " 'andps': 37633,\n",
       " 'movmskpd': 440,\n",
       " 'fxam': 239,\n",
       " 'fnstsw': 350,\n",
       " 'movmskps': 428,\n",
       " 'shrd': 4016,\n",
       " 'btsq': 1235,\n",
       " 'sbbq': 40,\n",
       " 'adcq': 73,\n",
       " 'andq': 2601,\n",
       " 'cvttss2si': 40212,\n",
       " 'andw': 3638,\n",
       " 'testq': 6071,\n",
       " 'cmpltsd': 408,\n",
       " 'rolq': 86,\n",
       " 'pshuflw': 17513,\n",
       " 'shrl': 651,\n",
       " 'pshufb': 12749,\n",
       " 'psubb': 4419,\n",
       " 'pcmpgtb': 5228,\n",
       " 'pandn': 17982,\n",
       " 'pclmulhqhqdq': 198,\n",
       " 'pclmullqlqdq': 319,\n",
       " 'por': 68224,\n",
       " 'pclmullqhqdq': 66,\n",
       " 'pslldq': 4083,\n",
       " 'pextrq': 107,\n",
       " 'paddb': 8465,\n",
       " 'palignr': 5162,\n",
       " 'bswap': 31238,\n",
       " 'psubd': 25770,\n",
       " 'shll': 1131,\n",
       " 'pslld': 23441,\n",
       " 'punpckhbw': 16198,\n",
       " 'punpcklbw': 45799,\n",
       " 'psrad': 55194,\n",
       " 'cvtsi2ssl': 11485,\n",
       " 'paddw': 65631,\n",
       " 'testl': 19660,\n",
       " 'movhpd': 10489,\n",
       " 'psubw': 30622,\n",
       " 'pcmpgtw': 6597,\n",
       " 'cvtdq2ps': 9093,\n",
       " 'unpckhps': 3458,\n",
       " 'sqrtsd': 2334,\n",
       " 'xorb': 729,\n",
       " 'shlq': 747,\n",
       " 'bsf': 20604,\n",
       " 'testw': 5974,\n",
       " 'mulb': 858,\n",
       " 'movddup': 36065,\n",
       " 'mulpd': 71311,\n",
       " 'sqrtss': 2218,\n",
       " 'pushf': 560,\n",
       " 'cld': 767,\n",
       " 'popf': 618,\n",
       " 'movsxd': 633,\n",
       " 'clc': 551,\n",
       " 'out': 2355,\n",
       " 'idivb': 36,\n",
       " 'outsl': 686,\n",
       " 'vandpd': 1280,\n",
       " 'addr32': 100390,\n",
       " 'xlat': 589,\n",
       " 'in': 2296,\n",
       " 'leave': 2840,\n",
       " 'rex': 751,\n",
       " 'cli': 517,\n",
       " 'sti': 628,\n",
       " 'lods': 2383,\n",
       " 'scas': 1145,\n",
       " 'fwait': 595,\n",
       " 'loope': 509,\n",
       " 'std': 627,\n",
       " 'insb': 666,\n",
       " 'cmc': 513,\n",
       " 'int3': 4665540,\n",
       " 'stc': 524,\n",
       " 'int1': 621,\n",
       " 'jno': 1197,\n",
       " 'loop': 469,\n",
       " 'fcomp': 27,\n",
       " 'sbbb': 56,\n",
       " 'int': 563,\n",
       " 'lahf': 531,\n",
       " 'fsubrl': 75,\n",
       " 'outsb': 710,\n",
       " 'jrcxz': 679,\n",
       " 'fucom': 18,\n",
       " 'rcl': 103,\n",
       " 'lret': 1124,\n",
       " 'ficoms': 50,\n",
       " 'cwtl': 10450,\n",
       " 'iret': 556,\n",
       " 'fidivl': 56,\n",
       " 'lcall': 98,\n",
       " 'insl': 601,\n",
       " 'cmpsl': 595,\n",
       " 'enter': 578,\n",
       " 'shlb': 459,\n",
       " 'sbbl': 250,\n",
       " 'fcmovnu': 150,\n",
       " 'loopne': 544,\n",
       " 'fistl': 60,\n",
       " 'fisubrl': 64,\n",
       " 'rcrb': 147,\n",
       " 'frstor': 47,\n",
       " 'fmull': 74,\n",
       " 'fcoms': 54,\n",
       " 'ljmp': 48,\n",
       " 'fisubl': 58,\n",
       " 'shrb': 213,\n",
       " 'roll': 176,\n",
       " 'addb': 2729,\n",
       " 'imulb': 47,\n",
       " 'ficoml': 40,\n",
       " 'rorl': 150,\n",
       " 'fisttps': 92,\n",
       " 'incb': 428,\n",
       " 'fisubrs': 51,\n",
       " 'decb': 326,\n",
       " 'fldl': 1304,\n",
       " 'fstps': 118,\n",
       " 'psubsw': 6207,\n",
       " 'fldenv': 130,\n",
       " 'sahf': 557,\n",
       " 'fsubl': 51,\n",
       " 'fmul': 2931,\n",
       " 'fdivl': 46,\n",
       " 'sarb': 165,\n",
       " 'rclb': 146,\n",
       " 'fcmovnbe': 18,\n",
       " 'rcr': 145,\n",
       " 'fildl': 199,\n",
       " 'fimuls': 47,\n",
       " 'fdivs': 36,\n",
       " 'rcll': 151,\n",
       " 'fcmovnb': 33,\n",
       " 'psrld': 13180,\n",
       " 'andl': 27662,\n",
       " 'psllq': 4438,\n",
       " 'psrlq': 12920,\n",
       " 'psrlw': 21267,\n",
       " 'notb': 253,\n",
       " 'adcl': 313,\n",
       " 'xorq': 133,\n",
       " 'aesenc': 3473,\n",
       " 'prefetcht0': 24961,\n",
       " 'aesenclast': 518,\n",
       " 'aesdec': 2578,\n",
       " 'aesdeclast': 349,\n",
       " 'vzeroupper': 15658,\n",
       " 'vmovdqu': 43349,\n",
       " 'vmovups': 75299,\n",
       " 'vpxor': 39665,\n",
       " 'vaesenc': 3814,\n",
       " 'vpcmpgtd': 528,\n",
       " 'vpaddd': 71623,\n",
       " 'vaesenclast': 852,\n",
       " 'vmovdqa': 145638,\n",
       " 'vaesdec': 793,\n",
       " 'vaesdeclast': 61,\n",
       " 'vzeroall': 1943,\n",
       " 'vpshufb': 17053,\n",
       " 'vpalignr': 3352,\n",
       " 'vpsrldq': 4185,\n",
       " 'vpsrld': 9905,\n",
       " 'vpslldq': 1322,\n",
       " 'vpor': 8983,\n",
       " 'vpslld': 9333,\n",
       " 'sha1rnds4': 263,\n",
       " 'sha1nexte': 264,\n",
       " 'sha1msg1': 208,\n",
       " 'sha1msg2': 210,\n",
       " 'mull': 189,\n",
       " 'vprotd': 80,\n",
       " 'vpand': 15029,\n",
       " 'vpshufd': 7962,\n",
       " 'vpsrlq': 4157,\n",
       " 'vpinsrq': 1718,\n",
       " 'vinserti128': 19177,\n",
       " 'rorx': 6450,\n",
       " 'andn': 803,\n",
       " 'vmovq': 18776,\n",
       " 'vpextrq': 528,\n",
       " 'sha256rnds2': 550,\n",
       " 'sha256msg1': 204,\n",
       " 'sha256msg2': 206,\n",
       " 'pinsrd': 873,\n",
       " 'movbe': 138,\n",
       " 'aesimc': 100,\n",
       " 'aeskeygenassist': 276,\n",
       " 'femms': 36,\n",
       " 'pcmpeqb': 18986,\n",
       " 'invd': 10,\n",
       " 'andnps': 8575,\n",
       " 'sgdt': 3,\n",
       " 'sldt': 12,\n",
       " 'fucompp': 8,\n",
       " 'bndldx': 6,\n",
       " 'lretq': 48,\n",
       " 'outsw': 16,\n",
       " 'vpaddq': 7144,\n",
       " 'vpbroadcastq': 3594,\n",
       " 'vpmuludq': 3754,\n",
       " 'vpermq': 7888,\n",
       " 'vpblendd': 4214,\n",
       " 'vmovd': 22029,\n",
       " 'vpermd': 1248,\n",
       " 'vpbroadcastd': 23045,\n",
       " 'vpcmpeqd': 3308,\n",
       " 'vextracti128': 10331,\n",
       " 'vpxord': 1700,\n",
       " 'vmovdqa64': 2872,\n",
       " 'mulx': 1996,\n",
       " 'vpmadd52luq': 177,\n",
       " 'valignq': 161,\n",
       " 'vpmadd52huq': 177,\n",
       " 'vpandq': 226,\n",
       " 'vpcmpltuq': 62,\n",
       " 'kmovb': 1520,\n",
       " 'vpcmpequq': 78,\n",
       " 'vpsubq': 828,\n",
       " 'vmovdqu64': 2917,\n",
       " 'vpcmpeqq': 1915,\n",
       " 'vpblendmq': 40,\n",
       " 'adcx': 1316,\n",
       " 'adox': 1180,\n",
       " 'rolb': 161,\n",
       " 'faddl': 86,\n",
       " 'filds': 111,\n",
       " 'fiadds': 74,\n",
       " 'clts': 5,\n",
       " 'fcmovu': 35,\n",
       " 'fiaddl': 74,\n",
       " 'str': 5174,\n",
       " 'ffreep': 30,\n",
       " 'rcrl': 140,\n",
       " 'vpunpckldq': 7915,\n",
       " 'vpunpckhdq': 6497,\n",
       " 'vpunpcklqdq': 8114,\n",
       " 'vpunpckhqdq': 6564,\n",
       " 'vbroadcasti128': 3587,\n",
       " 'vperm2i128': 6615,\n",
       " 'vbroadcasti32x4': 1080,\n",
       " 'vmovdqa32': 19697,\n",
       " 'vprold': 94,\n",
       " 'vextracti32x4': 2197,\n",
       " 'vmovdqu32': 2537,\n",
       " 'vshufi32x4': 2579,\n",
       " 'fstpl': 232,\n",
       " 'fstl': 58,\n",
       " 'fsts': 46,\n",
       " 'fistpl': 151,\n",
       " 'rorb': 176,\n",
       " 'insw': 2,\n",
       " 'xorl': 560,\n",
       " 'subb': 1557,\n",
       " 'bndstx': 2,\n",
       " 'vmulpd': 10664,\n",
       " 'notl': 95,\n",
       " 'adcb': 54,\n",
       " 'imull': 52,\n",
       " 'fsubrs': 45,\n",
       " 'lretw': 10,\n",
       " 'xbegin': 14,\n",
       " 'fidivrs': 57,\n",
       " 'fnstenv': 132,\n",
       " 'fdivp': 184,\n",
       " 'sarl': 352,\n",
       " 'fistps': 189,\n",
       " 'negb': 64,\n",
       " 'fnsave': 52,\n",
       " 'fisttpll': 146,\n",
       " 'divb': 75,\n",
       " 'paddusw': 4092,\n",
       " 'fdivrl': 84,\n",
       " 'fists': 46,\n",
       " 'cmpps': 2,\n",
       " 'fst': 17,\n",
       " 'movlhps': 17300,\n",
       " 'ficompl': 50,\n",
       " 'fisubs': 64,\n",
       " 'fscale': 18,\n",
       " 'sqrtps': 186,\n",
       " 'fidivrl': 46,\n",
       " 'vsubss': 6770,\n",
       " 'lfs': 2,\n",
       " 'fcomps': 51,\n",
       " 'fcom': 12,\n",
       " 'cmpsq': 18,\n",
       " 'iretq': 14,\n",
       " 'fisttpl': 62,\n",
       " 'fsubr': 92,\n",
       " 'wbinvd': 2,\n",
       " 'fimull': 42,\n",
       " 'fdivr': 76,\n",
       " 'fidivs': 48,\n",
       " 'vdivss': 2347,\n",
       " 'fcompl': 64,\n",
       " 'vcvtss2sd': 291,\n",
       " 'fsubs': 74,\n",
       " 'fcoml': 57,\n",
       " 'pmullw': 20013,\n",
       " 'fmulp': 1422,\n",
       " 'jmpw': 8,\n",
       " 'fldl2e': 11,\n",
       " 'fdiv': 191,\n",
       " 'fdivrp': 153,\n",
       " 'fcmovb': 28,\n",
       " 'mulps': 90119,\n",
       " 'fucomp': 20,\n",
       " 'ficomps': 55,\n",
       " 'packssdw': 24882,\n",
       " 'syscall': 1154,\n",
       " 'fadd': 323,\n",
       " 'jecxz': 6,\n",
       " 'addps': 78759,\n",
       " 'movntps': 242,\n",
       " 'popfw': 2,\n",
       " 'fbld': 38,\n",
       " 'vmovlpd': 713,\n",
       " 'rorq': 4,\n",
       " 'ffree': 18,\n",
       " 'fbstp': 46,\n",
       " 'ud1': 4,\n",
       " 'notw': 9,\n",
       " 'cmovno': 1425,\n",
       " 'vcvtsd2ss': 50,\n",
       " 'divps': 2903,\n",
       " 'fpatan': 25,\n",
       " 'cmovp': 885,\n",
       " 'leavew': 4,\n",
       " 'rcrq': 4,\n",
       " 'fcmovne': 13,\n",
       " 'movsw': 29,\n",
       " 'faddp': 4052,\n",
       " 'pmulhrw': 10,\n",
       " 'cwtd': 35,\n",
       " 'vsubps': 7258,\n",
       " 'xrelease': 2,\n",
       " 'fcmovbe': 25,\n",
       " 'pmulhuw': 4983,\n",
       " 'fsqrt': 78,\n",
       " 'retw': 2,\n",
       " 'psraw': 14728,\n",
       " 'divw': 19,\n",
       " 'sarq': 295,\n",
       " 'fdivrs': 45,\n",
       " 'pushfw': 6,\n",
       " 'minps': 2810,\n",
       " 'vpsllq': 1388,\n",
       " 'decw': 72,\n",
       " 'fnop': 4,\n",
       " 'rclq': 6,\n",
       " 'psadbw': 12788,\n",
       " 'fldln2': 26,\n",
       " 'btl': 58,\n",
       " 'pushw': 2,\n",
       " 'setns': 11968,\n",
       " 'sets': 479,\n",
       " 'vmwrite': 4,\n",
       " 'cmpltps': 4043,\n",
       " 'wrmsr': 4,\n",
       " 'vpmulhuw': 361,\n",
       " 'fcmove': 22,\n",
       " 'setno': 146,\n",
       " 'vmaxps': 1376,\n",
       " 'fstenv': 6,\n",
       " 'cvtps2pi': 6,\n",
       " 'rsqrtps': 35,\n",
       " 'psubusb': 10941,\n",
       " 'pinsrw': 9599,\n",
       " 'btsl': 16,\n",
       " 'packsswb': 3233,\n",
       " 'pavgw': 3243,\n",
       " 'pshufw': 989,\n",
       " 'ftst': 2,\n",
       " 'rdmsr': 4,\n",
       " 'vpsubd': 13164,\n",
       " 'movlpd': 2773,\n",
       " 'paddusb': 2993,\n",
       " 'rdtsc': 90,\n",
       " 'fprem': 27,\n",
       " 'orps': 11309,\n",
       " 'paddsb': 2058,\n",
       " 'cvtps2pd': 3143,\n",
       " 'pmaddwd': 69026,\n",
       " 'vpsubusw': 1806,\n",
       " 'maxps': 2764,\n",
       " 'vaddpd': 5897,\n",
       " 'vxorps': 10573,\n",
       " 'vpavgw': 1806,\n",
       " 'lsl': 184,\n",
       " 'vaddsubpd': 3033,\n",
       " 'ud0': 2,\n",
       " 'pminub': 2105,\n",
       " 'movnti': 98,\n",
       " 'fcompp': 5,\n",
       " 'vsubsd': 6738,\n",
       " 'vpmullw': 5015,\n",
       " 'rcrw': 2,\n",
       " 'iretw': 6,\n",
       " 'pmaxub': 2910,\n",
       " 'notq': 306,\n",
       " 'vpminsq': 206,\n",
       " 'vmovsd': 192654,\n",
       " 'rolw': 372,\n",
       " 'pcmpeqw': 3209,\n",
       " 'pmaxsw': 7916,\n",
       " 'lar': 2,\n",
       " 'psllw': 7480,\n",
       " 'vhaddpd': 600,\n",
       " 'fyl2xp1': 10,\n",
       " 'rdpmc': 2,\n",
       " 'shlx': 1248,\n",
       " 'shrx': 534,\n",
       " 'movzbq': 787,\n",
       " 'xgetbv': 180,\n",
       " 'clflush': 38,\n",
       " 'vpaddb': 2348,\n",
       " 'vpclmullqhqdq': 260,\n",
       " 'vpclmulhqlqdq': 100,\n",
       " 'vpclmullqlqdq': 481,\n",
       " 'vpclmulhqhqdq': 320,\n",
       " 'movzwq': 182,\n",
       " 'ljmpw': 3,\n",
       " 'kmovw': 2191,\n",
       " 'vporq': 59,\n",
       " 'vextracti64x4': 726,\n",
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       " 'vfmsub231ps': 120,\n",
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       " 'vfmsubpd': 45,\n",
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       " 'cmpeqpd': 1391,\n",
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       " 'prefetch': 1465,\n",
       " 'prefetchw': 904,\n",
       " 'vbroadcastss': 49751,\n",
       " 'vucomiss': 741,\n",
       " 'vbroadcastsd': 19131,\n",
       " 'vucomisd': 685,\n",
       " 'vmovlps': 179,\n",
       " 'vdivsd': 2904,\n",
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       " 'vandps': 1423,\n",
       " 'vcomisd': 984,\n",
       " 'vcmpnltss': 39,\n",
       " 'vblendvps': 776,\n",
       " 'vfmsub132ps': 17,\n",
       " 'vfmsub132ss': 263,\n",
       " 'vmovsldup': 3638,\n",
       " 'vmovshdup': 3826,\n",
       " 'vmovhlps': 454,\n",
       " 'vcmpnltsd': 44,\n",
       " 'vblendvpd': 357,\n",
       " 'vfmsub132pd': 17,\n",
       " 'vfmsub132sd': 279,\n",
       " 'vblendpd': 193,\n",
       " 'vfmaddsub231ps': 1984,\n",
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       " 'vfmsubadd231ps': 2420,\n",
       " 'vfmaddsub213ps': 1788,\n",
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       " 'vfmsubadd213pd': 700,\n",
       " 'vfmsubadd231pd': 1852,\n",
       " 'vbroadcastf128': 1419,\n",
       " 'vfmaddsub213pd': 964,\n",
       " 'vpandd': 782,\n",
       " 'vshuff32x4': 44,\n",
       " 'vextractf32x8': 155,\n",
       " 'sarx': 137,\n",
       " 'kmovd': 1396,\n",
       " 'vinsertf64x4': 22,\n",
       " 'vpternlogd': 760,\n",
       " 'vbroadcastf32x2': 2,\n",
       " 'vpermps': 409,\n",
       " 'vbroadcastf32x4': 3804,\n",
       " 'vfnmadd213ss': 35,\n",
       " 'vcvtsi2sd': 260,\n",
       " 'vextractf32x4': 578,\n",
       " 'vcmpeqps': 360,\n",
       " 'kxnorb': 211,\n",
       " 'vgatherdps': 319,\n",
       " 'vscatterdps': 312,\n",
       " 'kxnorw': 288,\n",
       " 'vextractf64x2': 817,\n",
       " 'vshuff64x2': 114,\n",
       " 'vbroadcastf64x4': 60,\n",
       " 'vfnmadd213sd': 45,\n",
       " 'vcmpeqpd': 215,\n",
       " 'vgatherqpd': 200,\n",
       " 'vscatterqpd': 304,\n",
       " 'vpermi2pd': 12,\n",
       " 'vfnmsub132ss': 16,\n",
       " 'vfnmsub132sd': 16,\n",
       " 'cmpless': 1024,\n",
       " 'cmpnltss': 120,\n",
       " 'cmplesd': 154,\n",
       " 'cmpnltsd': 79,\n",
       " 'cmpltss': 2780,\n",
       " 'vprolq': 65,\n",
       " 'vprorq': 59,\n",
       " 'vpmovsxdq': 462,\n",
       " 'vpgatherqd': 18,\n",
       " 'vpmaxsd': 6930,\n",
       " 'vpminsd': 6946,\n",
       " 'vpmaxud': 634,\n",
       " 'vpminud': 803,\n",
       " 'vgatherqps': 9,\n",
       " 'vminps': 1560,\n",
       " 'kxord': 15,\n",
       " 'vpcmpnltud': 44,\n",
       " 'popcnt': 1625,\n",
       " 'knotw': 41,\n",
       " 'vpcompressd': 16,\n",
       " 'vextracti64x2': 92,\n",
       " 'vpcmpnltd': 54,\n",
       " 'vminss': 127,\n",
       " 'vmaxss': 144,\n",
       " 'vcompressps': 8,\n",
       " 'vcvttsd2si': 165,\n",
       " 'vcmpneqps': 155,\n",
       " 'vpbroadcastb': 2011,\n",
       " 'vmovdqu8': 1677,\n",
       " 'vpcmpnleub': 202,\n",
       " 'vpbroadcastw': 5419,\n",
       " 'vmovdqu16': 447,\n",
       " 'vpcmpnleuw': 26,\n",
       " 'vpcmpnleud': 50,\n",
       " 'vextracti32x8': 873,\n",
       " 'vpmovzxdq': 448,\n",
       " 'vpcmpnleuq': 74,\n",
       " 'vpcmpgtb': 1684,\n",
       " 'vpcmpgtw': 1964,\n",
       " 'vpcmpgtq': 681,\n",
       " 'vcmpordps': 253,\n",
       " 'kandw': 19,\n",
       " 'vcmpordpd': 250,\n",
       " 'kandb': 8,\n",
       " 'vpcmpequb': 46,\n",
       " 'kandq': 50,\n",
       " 'kmovq': 368,\n",
       " 'movsbw': 2067,\n",
       " 'vpsubb': 1926,\n",
       " 'vpmovm2b': 167,\n",
       " 'vpsllw': 3373,\n",
       " 'vpsraw': 5938,\n",
       " 'vpmulhw': 1888,\n",
       " 'vpaddw': 41280,\n",
       " 'vpsubw': 18051,\n",
       " 'vpmovb2m': 135,\n",
       " 'knotq': 41,\n",
       " 'kortestq': 24,\n",
       " 'vpmovm2w': 1,\n",
       " 'vpmovw2m': 1,\n",
       " 'kandd': 1,\n",
       " 'knotd': 25,\n",
       " 'kortestd': 109,\n",
       " 'vpmovm2d': 69,\n",
       " 'vpmuldq': 393,\n",
       " 'vpsrad': 38231,\n",
       " 'vpmovd2m': 1,\n",
       " 'kortestw': 26,\n",
       " 'vpcmpneqd': 84,\n",
       " 'knotb': 4,\n",
       " 'vpsraq': 14,\n",
       " 'vpmovm2q': 2,\n",
       " 'vpmovq2m': 3,\n",
       " 'kortestb': 4,\n",
       " 'vpsrlw': 6284,\n",
       " 'vpmaxub': 1397,\n",
       " 'vpshuflw': 1149,\n",
       " 'vpminub': 1769,\n",
       " 'vpmaxuw': 748,\n",
       " 'vpminuw': 605,\n",
       " 'vphminposuw': 90,\n",
       " 'vpmaxuq': 116,\n",
       " 'vpminuq': 116,\n",
       " 'vpmaxsb': 209,\n",
       " 'vpminsb': 101,\n",
       " 'vpmaxsw': 3174,\n",
       " 'vpminsw': 3904,\n",
       " 'vpmaxsq': 116,\n",
       " 'vpgatherdd': 2146,\n",
       " 'vpscatterdd': 171,\n",
       " 'vcmpordss': 220,\n",
       " 'vinserti64x4': 449,\n",
       " 'vpgatherqq': 142,\n",
       " 'vmaxpd': 128,\n",
       " 'vpscatterqq': 109,\n",
       " 'vmaxsd': 80,\n",
       " 'vcmpordsd': 148,\n",
       " 'vminpd': 138,\n",
       " 'vminsd': 78,\n",
       " 'vcvtph2ps': 29810,\n",
       " 'vcvtps2ph': 8650,\n",
       " 'kxorw': 29,\n",
       " 'korw': 56,\n",
       " 'vdivps': 431,\n",
       " 'vscalefps': 28,\n",
       " 'vgetexpps': 39,\n",
       " 'vgetmantps': 24,\n",
       " 'vfpclassps': 30,\n",
       " 'vcvtps2dq': 579,\n",
       " 'vcvtdq2ps': 920,\n",
       " 'vgatherdpd': 84,\n",
       " 'vfpclasspd': 30,\n",
       " 'vgetexppd': 32,\n",
       " 'vgetmantpd': 22,\n",
       " 'vscatterdpd': 8,\n",
       " 'vcvtpd2dq': 8,\n",
       " 'vcvtdq2pd': 151,\n",
       " 'vscalefpd': 21,\n",
       " 'vpermi2ps': 6,\n",
       " 'vorps': 229,\n",
       " 'vinserti64x2': 4,\n",
       " 'vpcmpnltq': 67,\n",
       " 'vorpd': 148,\n",
       " 'vpcmpequd': 32,\n",
       " 'kunpckwd': 156,\n",
       " 'kunpckdq': 134,\n",
       " 'vpermt2w': 218,\n",
       " 'vpackuswb': 8392,\n",
       " 'vpcmpnequd': 33,\n",
       " 'vpcmpltud': 35,\n",
       " 'vpcmpleud': 40,\n",
       " 'kunpckbw': 255,\n",
       " 'vpermt2d': 148,\n",
       " 'vpermi2d': 71,\n",
       " 'vpermi2w': 182,\n",
       " 'vpcmpnequq': 50,\n",
       " 'vpcmpneqq': 48,\n",
       " 'vpcmpnltuq': 64,\n",
       " 'vpcmpleuq': 32,\n",
       " 'vpcmpltd': 38,\n",
       " 'vpcmpled': 37,\n",
       " 'vpcmpltq': 32,\n",
       " 'vpcmpnleq': 19,\n",
       " 'vpcmpleq': 32,\n",
       " 'vcmpltps': 230,\n",
       " 'vcmpleps': 197,\n",
       " 'vcmpltpd': 130,\n",
       " 'vcmplepd': 130,\n",
       " 'vpcmpltub': 282,\n",
       " 'vpcmpnltub': 14,\n",
       " 'vpcmpleub': 112,\n",
       " 'vpcmpeqb': 4040,\n",
       " 'vpcmpnequb': 67,\n",
       " 'vpcmpneqb': 114,\n",
       " 'vpcmpltuw': 18,\n",
       " 'vpcmpnltuw': 18,\n",
       " 'vpcmpleuw': 18,\n",
       " 'vpcmpequw': 12,\n",
       " 'vpcmpeqw': 897,\n",
       " 'vpcmpnequw': 12,\n",
       " 'vpcmpneqw': 32,\n",
       " 'vpcmpnleb': 4,\n",
       " 'vpcmpltb': 8,\n",
       " ...}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "total_instruction_usage(\"o\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc677fac",
   "metadata": {},
   "source": [
    "#### How to sort columns in the table by sum?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "575f260d",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3534</th>\n",
       "      <td>/usr/bin/db5.3/db_load</td>\n",
       "      <td>1062</td>\n",
       "      <td>193</td>\n",
       "      <td>280</td>\n",
       "      <td>180</td>\n",
       "      <td>87</td>\n",
       "      <td>214</td>\n",
       "      <td>171</td>\n",
       "      <td>49</td>\n",
       "      <td>31</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3535</th>\n",
       "      <td>/usr/bin/db5.3/db_recover</td>\n",
       "      <td>170</td>\n",
       "      <td>39</td>\n",
       "      <td>58</td>\n",
       "      <td>22</td>\n",
       "      <td>11</td>\n",
       "      <td>16</td>\n",
       "      <td>25</td>\n",
       "      <td>12</td>\n",
       "      <td>14</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3536</th>\n",
       "      <td>/usr/bin/db5.3/db_dump</td>\n",
       "      <td>373</td>\n",
       "      <td>51</td>\n",
       "      <td>102</td>\n",
       "      <td>39</td>\n",
       "      <td>9</td>\n",
       "      <td>50</td>\n",
       "      <td>52</td>\n",
       "      <td>19</td>\n",
       "      <td>8</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3537</th>\n",
       "      <td>/usr/bin/db5.3/db_printlog</td>\n",
       "      <td>829</td>\n",
       "      <td>217</td>\n",
       "      <td>178</td>\n",
       "      <td>49</td>\n",
       "      <td>22</td>\n",
       "      <td>137</td>\n",
       "      <td>124</td>\n",
       "      <td>33</td>\n",
       "      <td>13</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3538 rows × 1379 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                               filename    mov   lea  call  \\\n",
       "0                                   /usr/bin/python3.10      8     5     4   \n",
       "1     /usr/lib/python3.10/lib-dynload/_heapq.cpython...   1002   215   173   \n",
       "2     /DataCollection/venv/lib/python3.10/site-packa...   3011   591   614   \n",
       "3     /DataCollection/venv/lib/python3.10/site-packa...  32480  3260  7002   \n",
       "4     /usr/lib/python3.10/lib-dynload/cmath.cpython-...    542   125   391   \n",
       "...                                                 ...    ...   ...   ...   \n",
       "3533                          /usr/bin/db5.3/db_upgrade    174    30    60   \n",
       "3534                             /usr/bin/db5.3/db_load   1062   193   280   \n",
       "3535                          /usr/bin/db5.3/db_recover    170    39    58   \n",
       "3536                             /usr/bin/db5.3/db_dump    373    51   102   \n",
       "3537                         /usr/bin/db5.3/db_printlog    829   217   178   \n",
       "\n",
       "        je   cmp  test   jmp   pop   add  ...  vpmovw2m  kandd  vpmovd2m  \\\n",
       "0        6     1     3     4     2     3  ...         0      0         0   \n",
       "1      131   103    97   154    54    50  ...         0      0         0   \n",
       "2      546   360   423   768   470   464  ...         0      0         0   \n",
       "3     7048  3289  5651  6523  1366  1164  ...         0      0         0   \n",
       "4      171    26    81   334    70    80  ...         0      0         0   \n",
       "...    ...   ...   ...   ...   ...   ...  ...       ...    ...       ...   \n",
       "3533    20     7    22    24    12     8  ...         0      0         0   \n",
       "3534   180    87   214   171    49    31  ...         0      0         0   \n",
       "3535    22    11    16    25    12    14  ...         0      0         0   \n",
       "3536    39     9    50    52    19     8  ...         0      0         0   \n",
       "3537    49    22   137   124    33    13  ...         0      0         0   \n",
       "\n",
       "      vsqrtpd  fclex  vcvtsi2ssq  rdtscp  pfadd  pfsub  mulw  \n",
       "0           0      0           0       0      0      0     0  \n",
       "1           0      0           0       0      0      0     0  \n",
       "2           0      0           0       0      0      0     0  \n",
       "3           0      0           0       0      0      0     0  \n",
       "4           0      0           0       0      0      0     0  \n",
       "...       ...    ...         ...     ...    ...    ...   ...  \n",
       "3533        0      0           0       0      0      0     0  \n",
       "3534        0      0           0       0      0      0     0  \n",
       "3535        0      0           0       0      0      0     0  \n",
       "3536        0      0           0       0      0      0     0  \n",
       "3537        0      0           0       0      0      0     0  \n",
       "\n",
       "[3538 rows x 1379 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# For Manjaro\n",
    "sort_columns_by_sum(\"m\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ae9eaf0",
   "metadata": {},
   "source": [
    "### Build a histogram of the total instruction usage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "47f00515",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "alignmentgroup": "True",
         "bingroup": "x",
         "histfunc": "sum",
         "histnorm": "percent",
         "hovertemplate": "variable=manjaro<br>index=%{x}<br>percent of sum of value=%{y}<extra></extra>",
         "legendgroup": "manjaro",
         "marker": {
          "color": "#636efa",
          "pattern": {
           "shape": ""
          }
         },
         "name": "manjaro",
         "offsetgroup": "manjaro",
         "orientation": "v",
         "showlegend": true,
         "type": "histogram",
         "x": [
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          "pcmpeqd",
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          "vpsubd",
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          "vpsrldq",
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          "vpmovsxdq",
          "vblendvps",
          "shrl",
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   "source": [
    "total_histogram(width=20000)"
   ]
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  {
   "cell_type": "markdown",
   "id": "893cf976",
   "metadata": {},
   "source": [
    "### Build a histogram of the total instruction category usage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "cacd4cd7",
   "metadata": {},
   "outputs": [
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   "source": [
    "total_categories_histogram(width=1000)"
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   "id": "bba37592",
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   "source": [
    "### Build a histogram of the total instruction group usage"
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  {
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   "execution_count": 29,
   "id": "b1b9cb3c",
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