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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from read_summary import read_io500_summary\n",
    "import sys\n",
    "\n",
    "RESULT_PATH='example_results/result_summary.txt'\n",
    "\n",
    "import plotly.express as px\n",
    "import pandas as pd\n",
    "\n",
    "results = read_io500_summary(RESULT_PATH)\n",
    "\n",
    "df = pd.DataFrame(results).transpose()\n",
    "bw = df[df['unit'] == 'GiB/s']\n",
    "iops = df[df['unit'] == 'kIOPS']\n",
    "for subframe in [bw, iops]:\n",
    "    fig = px.line_polar(bw, subframe.value, theta=subframe.index, line_close=True)\n",
    "    fig.update_traces(fill='toself')\n",
    "    fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "4d7846e2",
   "metadata": {},
   "outputs": [
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
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       "      <th></th>\n",
       "      <th>value</th>\n",
       "      <th>unit</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>ior-easy-write</th>\n",
       "      <td>0.764612</td>\n",
       "      <td>GiB/s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ior-hard-write</th>\n",
       "      <td>0.581297</td>\n",
       "      <td>GiB/s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ior-easy-read</th>\n",
       "      <td>0.8567</td>\n",
       "      <td>GiB/s</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ior-hard-read</th>\n",
       "      <td>0.309418</td>\n",
       "      <td>GiB/s</td>\n",
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       "  </tbody>\n",
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      ],
      "text/plain": [
       "                   value   unit\n",
       "ior-easy-write  0.764612  GiB/s\n",
       "ior-hard-write  0.581297  GiB/s\n",
       "ior-easy-read     0.8567  GiB/s\n",
       "ior-hard-read   0.309418  GiB/s"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bw[['value', 'unit']]"
   ]
  },
  {
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   "execution_count": 25,
   "id": "d53557a4",
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   "outputs": [
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>mdtest-easy-write</th>\n",
       "      <td>1.03136</td>\n",
       "      <td>kIOPS</td>\n",
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       "    <tr>\n",
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       "      <td>0.750186</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>find</th>\n",
       "      <td>290.737</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mdtest-easy-stat</th>\n",
       "      <td>10.9219</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mdtest-hard-stat</th>\n",
       "      <td>15.1249</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mdtest-easy-delete</th>\n",
       "      <td>1.04968</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mdtest-hard-read</th>\n",
       "      <td>2.69672</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mdtest-hard-delete</th>\n",
       "      <td>0.834236</td>\n",
       "      <td>kIOPS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       value   unit\n",
       "mdtest-easy-write    1.03136  kIOPS\n",
       "mdtest-hard-write   0.750186  kIOPS\n",
       "find                 290.737  kIOPS\n",
       "mdtest-easy-stat     10.9219  kIOPS\n",
       "mdtest-hard-stat     15.1249  kIOPS\n",
       "mdtest-easy-delete   1.04968  kIOPS\n",
       "mdtest-hard-read     2.69672  kIOPS\n",
       "mdtest-hard-delete  0.834236  kIOPS"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "iops[['value', 'unit']]"
   ]
  }
 ],
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