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InferringIntention/keyboard_and_mouse/dataset/.ipynb_checkpoints/01-PreProcessing-checkpoint.ipynb
Lei Shi 83b04e2133 first commit
2024-03-24 23:42:27 +01:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "da341276",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import pdb, os\n",
"from tqdm import tqdm"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "38b48ab2",
"metadata": {
"scrolled": false
},
"outputs": [
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"text/plain": [
" level_0 Timestamp type PID key data range \\\n",
"event \n",
" undefined 2 2 2 2 0 0 0 \n",
"Align centerAlign 498 498 498 498 0 0 0 \n",
"Align leftAlign 52 52 52 52 0 0 0 \n",
"Align rightAlign 436 436 436 436 0 0 0 \n",
"Bold (CTRL+B)Bold 338 338 338 338 0 0 0 \n",
"Font FamilyFont 3058 3058 3058 3058 0 0 0 \n",
"Font SizeFont 1558 1558 1558 1558 0 0 0 \n",
"Italic (CTRL+I)Italic 349 349 349 349 0 0 0 \n",
"Underline (CTRL+U)Underline 396 396 396 396 0 0 0 \n",
"\n",
" index Left_Gaze_X Left_Gaze_Y ... clientY \\\n",
"event ... \n",
" undefined 0 0 0 ... 0 \n",
"Align centerAlign 0 0 0 ... 0 \n",
"Align leftAlign 0 0 0 ... 0 \n",
"Align rightAlign 0 0 0 ... 0 \n",
"Bold (CTRL+B)Bold 0 0 0 ... 0 \n",
"Font FamilyFont 0 0 0 ... 0 \n",
"Font SizeFont 0 0 0 ... 0 \n",
"Italic (CTRL+I)Italic 0 0 0 ... 0 \n",
"Underline (CTRL+U)Underline 0 0 0 ... 0 \n",
"\n",
" condition part taskID button \\\n",
"event \n",
" undefined 2 2 2 0 \n",
"Align centerAlign 498 498 498 0 \n",
"Align leftAlign 52 52 52 0 \n",
"Align rightAlign 436 436 436 0 \n",
"Bold (CTRL+B)Bold 338 338 338 0 \n",
"Font FamilyFont 3058 3058 3058 0 \n",
"Font SizeFont 1558 1558 1558 0 \n",
"Italic (CTRL+I)Italic 349 349 349 0 \n",
"Underline (CTRL+U)Underline 396 396 396 0 \n",
"\n",
" isCurrentlyPasting lorem_format lorem_text \\\n",
"event \n",
" undefined 0 0 0 \n",
"Align centerAlign 0 0 0 \n",
"Align leftAlign 0 0 0 \n",
"Align rightAlign 0 0 0 \n",
"Bold (CTRL+B)Bold 0 0 0 \n",
"Font FamilyFont 0 0 0 \n",
"Font SizeFont 0 0 0 \n",
"Italic (CTRL+I)Italic 0 0 0 \n",
"Underline (CTRL+U)Underline 0 0 0 \n",
"\n",
" rules label \n",
"event \n",
" undefined 2 2 \n",
"Align centerAlign 498 498 \n",
"Align leftAlign 52 52 \n",
"Align rightAlign 436 436 \n",
"Bold (CTRL+B)Bold 338 338 \n",
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"\n",
"[9 rows x 27 columns]"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#study_data_path = '../IntentData/'\n",
"#data = pd.read_pickle(study_data_path + \"/Preprocessing_data/filtered_data.pkl\")\n",
"data = pd.read_pickle(\"filtered_data.pkl\")\n",
"\n",
"# Nine events (1 underdefined included)\n",
"data[(data.type == \"toolbar\")].groupby([\"event\"]).count()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "41e16153",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(['Tab', 'Ctrl+I', 'Ctrl+Z', 'Esc', 'Italic (CTRL+I)Italic',\n",
" 'Font FamilyFont', 'Ctrl+B', 'Align centerAlign', 'Font SizeFont',\n",
" 'Align rightAlign', 'Underline (CTRL+U)Underline', nan, 'Ctrl+C',\n",
" 'Shift+Tab', 'Bold (CTRL+B)Bold', ' undefined', 'Ctrl+A',\n",
" 'Align leftAlign', 'Ctrl+N', 'Ctrl+V', 'Ctrl+H', 'Ctrl+Y',\n",
" 'Ctrl+S', 'Ctrl+Tab', 'Ctrl+7'], dtype=object)"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Remove samples where rules=None\n",
"data = data[(data.rules != 'None')]\n",
"\n",
"action_array = data[(data.type == \"commands\") | (data.type == \"toolbar\")].event.unique()\n",
"action_array"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "46d239fc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Tab': 8,\n",
" 'Ctrl+I': 1,\n",
" 'Ctrl+Z': 9,\n",
" 'Esc': 10,\n",
" 'Italic (CTRL+I)Italic': 1,\n",
" 'Font FamilyFont': 4,\n",
" 'Ctrl+B': 0,\n",
" 'Align centerAlign': 5,\n",
" 'Font SizeFont': 3,\n",
" 'Align rightAlign': 6,\n",
" 'Underline (CTRL+U)Underline': 2,\n",
" nan: 12,\n",
" 'Ctrl+C': 11,\n",
" 'Shift+Tab': 8,\n",
" 'Bold (CTRL+B)Bold': 0,\n",
" ' undefined': 12}"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"toolbar_list = ['Bold (CTRL+B)Bold',\n",
" 'Italic (CTRL+I)Italic',\n",
" 'Underline (CTRL+U)Underline',\n",
" 'Font SizeFont',\n",
" 'Font FamilyFont',\n",
" 'Align leftAlign',\n",
" 'Align centerAlign',\n",
" 'Align rightAlign',\n",
" 'undefined']\n",
"''''command_list = ['Ctrl+B',\n",
" 'Ctrl+I',\n",
" 'Tab',\n",
" 'Shift+Tab',\n",
" 'Ctrl+C',\n",
" 'Ctrl+V',\n",
" 'Ctrl+Z']'''\n",
"allowed_command_list = ['Ctrl+B',\n",
" 'Ctrl+I',\n",
" 'Tab',\n",
" 'Shift+Tab',\n",
" 'Ctrl+U'] # As written in the paper, only allowed these shortcuts\n",
"action_list = ['Bold', \n",
" 'Italic', \n",
" 'Underline',\n",
" 'FontSize',\n",
" 'FontFamily',\n",
" 'AlignmentLeft',\n",
" 'AlignmentCenter',\n",
" 'AlignmentRight',\n",
" 'Indent']\n",
"# Map the keyboard shortcuts and operations on the toolbar to actions\n",
"# 'Bold' 0\n",
"# 'Italic' 1\n",
"# 'Underline' 2\n",
"# 'Font Size' 3\n",
"# 'Font Family' 4\n",
"# 'Alignment center' 5\n",
"# 'Alignment right' 6\n",
"# 'Alignment left' 7\n",
"# 'Indent' 8\n",
"# 'Revert' 9 \n",
"# 'Next Task' 10\n",
"# 'Copy' 11 \n",
"# 'nan/undefined' 12\n",
"action_numbers = [8, 1, 9, 10, 1, 4, 0, 5, 3, 6, 2, 12, 11, 8, 0, 12]\n",
"action_dict = dict(zip(action_array, action_numbers))\n",
"action_dict"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "14829521",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array(['commands', 'key', 'selection', 'toolbar', 'eye', 'pos', 'click',\n",
" 'start', 'end', 'lorem'], dtype=object)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.type.unique()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "a77cebd0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"keys: 34407 \n",
"eyes: 8106054 \n",
"mouse: 1947827 \n",
"cmd: 3459 \n",
"toolbar: 6859\n"
]
}
],
"source": [
"# Take out dataframes\n",
"df_keys = data[data.type == \"key\"]\n",
"df_eyes = data[data.type == \"eye\"]\n",
"df_mouse_pos = data[data.type == \"pos\"]\n",
"df_mouse_click = data[data.type == \"click\"]\n",
"df_mouses = pd.concat([df_mouse_pos, df_mouse_click])\n",
"df_cmds = data[data.type == \"commands\"]\n",
"df_toolbars = data[data.type == \"toolbar\"]\n",
"print(\"keys:\", len(df_keys), \"\\neyes:\", len(df_eyes), \"\\nmouse:\", len(df_mouses), \"\\ncmd:\",len(df_cmds), \"\\ntoolbar:\",len(df_toolbars))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "6418e565",
"metadata": {},
"outputs": [],
"source": [
"# Only take needed columns\n",
"df_key = pd.DataFrame({\"Timestamp\": df_keys.Timestamp, \n",
" \"Event\": df_keys.event, \n",
" \"Key\": df_keys.key,\n",
" \"TaskID\": df_keys.taskID,\n",
" \"Part\": df_keys.part, \n",
" \"PID\": df_keys.PID,\n",
" \"TextRule\": df_keys.rules,\n",
" \"Rule\": df_keys.label})\n",
"df_eye = pd.DataFrame({\"Timestamp\": df_eyes.Timestamp, \n",
" \"Gaze_X\": df_eyes.Gaze_X, \n",
" \"Gaze_Y\": df_eyes.Gaze_Y, \n",
" \"TaskID\": df_eyes.taskID,\n",
" \"Part\": df_eyes.part, \n",
" \"PID\": df_eyes.PID,\n",
" \"TextRule\": df_eyes.rules,\n",
" \"Rule\": df_eyes.label})\n",
"df_mouse = pd.DataFrame({\"Timestamp\": df_mouses.Timestamp, \n",
" \"X\": df_mouses.clientX, \n",
" \"Y\": df_mouses.clientY,\n",
" \"Type\": df_mouses.type, \n",
" \"TaskID\": df_mouses.taskID,\n",
" \"Part\": df_mouses.part, \n",
" \"PID\": df_mouses.PID,\n",
" \"TextRule\": df_mouses.rules,\n",
" \"Event\": df_mouses.event,\n",
" \"Rule\": df_mouses.label})\n",
"df_mousePos = pd.DataFrame({\"Timestamp\": df_mouse_pos.Timestamp, \n",
" \"X\": df_mouse_pos.clientX, \n",
" \"Y\": df_mouse_pos.clientY,\n",
" \"Type\": df_mouse_pos.type, \n",
" \"TaskID\": df_mouse_pos.taskID,\n",
" \"Part\": df_mouse_pos.part, \n",
" \"PID\": df_mouse_pos.PID,\n",
" \"TextRule\": df_mouse_pos.rules,\n",
" \"Rule\": df_mouse_pos.label})\n",
"df_cmd = pd.DataFrame({\"Timestamp\": df_cmds.Timestamp, \n",
" \"Event\": df_cmds.event, \n",
" \"TaskID\": df_cmds.taskID,\n",
" \"Part\": df_cmds.part, \n",
" \"PID\": df_cmds.PID,\n",
" \"TextRule\": df_cmds.rules,\n",
" \"Rule\": df_cmds.label})\n",
"df_toolbar = pd.DataFrame({\"Timestamp\": df_toolbars.Timestamp, \n",
" \"Event\": df_toolbars.event, \n",
" \"TaskID\": df_toolbars.taskID,\n",
" \"Part\": df_toolbars.part, \n",
" \"PID\": df_toolbars.PID,\n",
" \"TextRule\": df_toolbars.rules,\n",
" \"Rule\": df_toolbars.label})\n",
"# Keep PID, Part, TaskID, TextRule and Rule. Add Gaze and Pos\n",
"df_label = df_eye.groupby([\"PID\",\"Part\",\"TaskID\"]).count().reset_index().drop([\"Timestamp\", \"Gaze_X\", \"Gaze_Y\"], axis=1)\n",
"df_label[\"Gaze\"] = 0\n",
"df_label[\"Pos\"] = 0\n",
"#print(df_label)\n",
"\n",
"# Change keyboard values to uppercase\n",
"df_key.Key = df_key.Key.apply(lambda x: x.upper())"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "bcc70e36",
"metadata": {},
"outputs": [
{
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" <td>5</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>135036</th>\n",
" <td>1575388888708</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>303198</th>\n",
" <td>1575389414398</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>371058</th>\n",
" <td>1575389612671</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>388604</th>\n",
" <td>1575389680615</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>434069</th>\n",
" <td>1575389811028</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>148303</th>\n",
" <td>1575983493827</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>209686</th>\n",
" <td>1575983764051</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>235155</th>\n",
" <td>1575983852406</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>261659</th>\n",
" <td>1575983923344</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>318427</th>\n",
" <td>1575984168751</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>339470</th>\n",
" <td>1575984281075</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>372164</th>\n",
" <td>1575984373613</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>396779</th>\n",
" <td>1575984444888</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>418812</th>\n",
" <td>1575984507738</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>456387</th>\n",
" <td>1575984630149</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>522249</th>\n",
" <td>1575984892276</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>614390</th>\n",
" <td>1575985243792</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>650474</th>\n",
" <td>1575985354507</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>666261</th>\n",
" <td>1575985448687</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>694249</th>\n",
" <td>1575985497666</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>708279</th>\n",
" <td>1575985549757</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub...</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>87</th>\n",
" <td>1576500820142</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub...</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18630</th>\n",
" <td>1576500895888</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>117934</th>\n",
" <td>1576501236105</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>137768</th>\n",
" <td>1576501303236</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub...</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>174630</th>\n",
" <td>1576501417687</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>328371</th>\n",
" <td>1576501894917</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>344882</th>\n",
" <td>1576501949469</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>478607</th>\n",
" <td>1576502364010</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>4</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>531642</th>\n",
" <td>1576502533703</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>585677</th>\n",
" <td>1576502711019</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Underline'],...</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>52862</th>\n",
" <td>1576508583224</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>76182</th>\n",
" <td>1576508676858</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>114775</th>\n",
" <td>1576508829687</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>130820</th>\n",
" <td>1576508910256</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>1</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>208743</th>\n",
" <td>1576509229027</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>224367</th>\n",
" <td>1576509290491</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub...</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>271760</th>\n",
" <td>1576509510395</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>284662</th>\n",
" <td>1576509692400</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>288600</th>\n",
" <td>1576509746972</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub...</td>\n",
" <td>4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>293106</th>\n",
" <td>1576509806032</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>299094</th>\n",
" <td>1576509876765</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>3</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>319972</th>\n",
" <td>1576510098343</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>2</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>399672</th>\n",
" <td>1576510384286</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>4</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>473564</th>\n",
" <td>1576510632190</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>3</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['1', 'Indent', 'and', 'Italic'], 'S...</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>511257</th>\n",
" <td>1576510763377</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>257</th>\n",
" <td>1602506765679</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>5</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>104590</th>\n",
" <td>1603451016010</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>1</td>\n",
" <td>12</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>246174</th>\n",
" <td>1603451554880</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>2</td>\n",
" <td>12</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>384072</th>\n",
" <td>1603452064761</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>3</td>\n",
" <td>12</td>\n",
" <td>{'Title': ['Size', 'Big'], 'Subtitle': ['Bold'...</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>504347</th>\n",
" <td>1603460189671</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>5</td>\n",
" <td>4</td>\n",
" <td>13</td>\n",
" <td>{'Title': ['Bold', 'and', 'Underline'], 'Subti...</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>516149</th>\n",
" <td>1603889725164</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>6</td>\n",
" <td>4</td>\n",
" <td>15</td>\n",
" <td>{'Title': ['Font', 'Family', 'Consolas', 'and'...</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>259189</th>\n",
" <td>1603895855723</td>\n",
" <td>keydown</td>\n",
" <td>ESCAPE</td>\n",
" <td>4</td>\n",
" <td>2</td>\n",
" <td>16</td>\n",
" <td>{'Title': ['Alignment', 'Center', 'and', 'Unde...</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Timestamp Event Key TaskID Part PID \\\n",
"91 1575388456995 keydown ESCAPE 0 1 1 \n",
"115894 1575388801164 keydown ESCAPE 5 1 1 \n",
"135036 1575388888708 keydown ESCAPE 6 1 1 \n",
"303198 1575389414398 keydown ESCAPE 6 2 1 \n",
"371058 1575389612671 keydown ESCAPE 2 3 1 \n",
"388604 1575389680615 keydown ESCAPE 3 3 1 \n",
"434069 1575389811028 keydown ESCAPE 5 3 1 \n",
"148303 1575983493827 keydown ESCAPE 6 1 2 \n",
"209686 1575983764051 keydown ESCAPE 2 2 2 \n",
"235155 1575983852406 keydown ESCAPE 3 2 2 \n",
"261659 1575983923344 keydown ESCAPE 4 2 2 \n",
"318427 1575984168751 keydown ESCAPE 0 3 2 \n",
"339470 1575984281075 keydown ESCAPE 1 3 2 \n",
"372164 1575984373613 keydown ESCAPE 2 3 2 \n",
"396779 1575984444888 keydown ESCAPE 3 3 2 \n",
"418812 1575984507738 keydown ESCAPE 4 3 2 \n",
"456387 1575984630149 keydown ESCAPE 6 3 2 \n",
"522249 1575984892276 keydown ESCAPE 2 4 2 \n",
"614390 1575985243792 keydown ESCAPE 0 5 2 \n",
"650474 1575985354507 keydown ESCAPE 2 5 2 \n",
"666261 1575985448687 keydown ESCAPE 3 5 2 \n",
"694249 1575985497666 keydown ESCAPE 4 5 2 \n",
"708279 1575985549757 keydown ESCAPE 5 5 2 \n",
"87 1576500820142 keydown ESCAPE 0 1 3 \n",
"18630 1576500895888 keydown ESCAPE 1 1 3 \n",
"117934 1576501236105 keydown ESCAPE 6 1 3 \n",
"137768 1576501303236 keydown ESCAPE 0 2 3 \n",
"174630 1576501417687 keydown ESCAPE 2 2 3 \n",
"328371 1576501894917 keydown ESCAPE 4 3 3 \n",
"344882 1576501949469 keydown ESCAPE 5 3 3 \n",
"478607 1576502364010 keydown ESCAPE 6 4 3 \n",
"531642 1576502533703 keydown ESCAPE 2 5 3 \n",
"585677 1576502711019 keydown ESCAPE 5 5 3 \n",
"52862 1576508583224 keydown ESCAPE 2 1 4 \n",
"76182 1576508676858 keydown ESCAPE 3 1 4 \n",
"114775 1576508829687 keydown ESCAPE 5 1 4 \n",
"130820 1576508910256 keydown ESCAPE 6 1 4 \n",
"208743 1576509229027 keydown ESCAPE 3 2 4 \n",
"224367 1576509290491 keydown ESCAPE 4 2 4 \n",
"271760 1576509510395 keydown ESCAPE 0 3 4 \n",
"284662 1576509692400 keydown ESCAPE 3 3 4 \n",
"288600 1576509746972 keydown ESCAPE 4 3 4 \n",
"293106 1576509806032 keydown ESCAPE 5 3 4 \n",
"299094 1576509876765 keydown ESCAPE 6 3 4 \n",
"319972 1576510098343 keydown ESCAPE 2 4 4 \n",
"399672 1576510384286 keydown ESCAPE 6 4 4 \n",
"473564 1576510632190 keydown ESCAPE 3 5 4 \n",
"511257 1576510763377 keydown ESCAPE 5 5 4 \n",
"257 1602506765679 keydown ESCAPE 0 1 5 \n",
"104590 1603451016010 keydown ESCAPE 5 1 12 \n",
"246174 1603451554880 keydown ESCAPE 5 2 12 \n",
"384072 1603452064761 keydown ESCAPE 5 3 12 \n",
"504347 1603460189671 keydown ESCAPE 5 4 13 \n",
"516149 1603889725164 keydown ESCAPE 6 4 15 \n",
"259189 1603895855723 keydown ESCAPE 4 2 16 \n",
"\n",
" TextRule Rule \n",
"91 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"115894 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"135036 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"303198 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"371058 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"388604 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"434069 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"148303 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"209686 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"235155 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"261659 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"318427 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"339470 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"372164 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"396779 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"418812 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"456387 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"522249 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"614390 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"650474 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"666261 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"694249 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"708279 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4 \n",
"87 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4 \n",
"18630 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"117934 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"137768 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4 \n",
"174630 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"328371 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"344882 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"478607 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"531642 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"585677 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1 \n",
"52862 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"76182 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"114775 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"130820 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"208743 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"224367 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4 \n",
"271760 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 \n",
"284662 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"288600 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4 \n",
"293106 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"299094 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"319972 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"399672 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"473564 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3 \n",
"511257 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"257 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"104590 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"246174 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"384072 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5 \n",
"504347 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2 \n",
"516149 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6 \n",
"259189 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0 "
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# All events for 'ESCAPE' are keydown !!!!!!\n",
"df_key[df_key.Key=='ESCAPE']"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a2934358",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ENTER keydown pre: 12480\n",
"ENTER keydown post: 12480\n",
"ENTER keyup pre: 12480\n",
"ENTER keyup post: 12480\n",
"TAB keydown pre: 2738\n",
"TAB keydown post: 2738\n",
"TAB keyup pre: 2738\n",
"TAB keyup post: 2738\n",
"CONTROL keydown pre: 8256\n",
"CONTROL keydown post: 5716\n",
"CONTROL keyup pre: 5716\n",
"CONTROL keyup post: 5712\n",
"I keydown pre: 1770\n",
"I keydown post: 1770\n",
"I keyup pre: 1770\n",
"I keyup post: 1770\n",
"Z keydown pre: 210\n",
"Z keydown post: 210\n",
"Z keyup pre: 210\n",
"Z keyup post: 210\n",
"CAPSLOCK keydown pre: 20\n",
"CAPSLOCK keydown post: 20\n",
"CAPSLOCK keyup pre: 20\n",
"CAPSLOCK keyup post: 20\n",
"SHIFT keydown pre: 394\n",
"SHIFT keydown post: 222\n",
"SHIFT keyup pre: 222\n",
"SHIFT keyup post: 222\n",
"ARROWRIGHT keydown pre: 642\n",
"ARROWRIGHT keydown post: 616\n",
"ARROWRIGHT keyup pre: 616\n",
"ARROWRIGHT keyup post: 616\n",
"ESCAPE keydown pre: 55\n",
"ESCAPE keydown post: 1\n",
"ESCAPE keyup pre: 1\n",
"ESCAPE keyup post: 1\n",
"B keydown pre: 1982\n",
"B keydown post: 1982\n",
"B keyup pre: 1982\n",
"B keyup post: 1982\n",
"U keydown pre: 1722\n",
"U keydown post: 1722\n",
"U keyup pre: 1722\n",
"U keyup post: 1722\n",
"ARROWLEFT keydown pre: 158\n",
"ARROWLEFT keydown post: 158\n",
"ARROWLEFT keyup pre: 158\n",
"ARROWLEFT keyup post: 158\n",
"UNIDENTIFIED keydown pre: 11\n",
"UNIDENTIFIED keydown post: 10\n",
"UNIDENTIFIED keyup pre: 10\n",
"UNIDENTIFIED keyup post: 10\n",
"Q keydown pre: 4\n",
"Q keydown post: 4\n",
"Q keyup pre: 4\n",
"Q keyup post: 4\n",
"BACKSPACE keydown pre: 3400\n",
"BACKSPACE keydown post: 3400\n",
"BACKSPACE keyup pre: 3400\n",
"BACKSPACE keyup post: 3400\n",
"HOME keydown pre: 30\n",
"HOME keydown post: 30\n",
"HOME keyup pre: 30\n",
"HOME keyup post: 30\n",
"DELETE keydown pre: 104\n",
"DELETE keydown post: 104\n",
"DELETE keyup pre: 104\n",
"DELETE keyup post: 104\n",
"ARROWUP keydown pre: 83\n",
"ARROWUP keydown post: 72\n",
"ARROWUP keyup pre: 72\n",
"ARROWUP keyup post: 72\n",
"C keydown pre: 6\n",
"C keydown post: 6\n",
"C keyup pre: 6\n",
"C keyup post: 6\n",
"+ keydown pre: 2\n",
"+ keydown post: 2\n",
"+ keyup pre: 2\n",
"+ keyup post: 2\n",
"ARROWDOWN keydown pre: 110\n",
"ARROWDOWN keydown post: 110\n",
"ARROWDOWN keyup pre: 110\n",
"ARROWDOWN keyup post: 110\n",
"END keydown pre: 8\n",
"END keydown post: 8\n",
"END keyup pre: 8\n",
"END keyup post: 8\n",
"A keydown pre: 20\n",
"A keydown post: 20\n",
"A keyup pre: 20\n",
"A keyup post: 20\n",
"N keydown pre: 4\n",
"N keydown post: 4\n",
"N keyup pre: 4\n",
"N keyup post: 4\n",
"V keydown pre: 18\n",
"V keydown post: 18\n",
"V keyup pre: 18\n",
"V keyup post: 18\n",
" keydown pre: 9\n",
" keydown post: 8\n",
" keyup pre: 8\n",
" keyup post: 8\n",
". keydown pre: 32\n",
". keydown post: 32\n",
". keyup pre: 32\n",
". keyup post: 32\n",
"S keydown pre: 10\n",
"S keydown post: 10\n",
"S keyup pre: 10\n",
"S keyup post: 10\n",
"ALT keydown pre: 29\n",
"ALT keydown post: 2\n",
"ALT keyup pre: 2\n",
"ALT keyup post: 2\n",
"D keydown pre: 8\n",
"D keydown post: 8\n",
"D keyup pre: 8\n",
"D keyup post: 8\n",
"E keydown pre: 2\n",
"E keydown post: 2\n",
"E keyup pre: 2\n",
"E keyup post: 2\n",
"DEAD keydown pre: 14\n",
"DEAD keydown post: 14\n",
"DEAD keyup pre: 14\n",
"DEAD keyup post: 14\n",
"H keydown pre: 4\n",
"H keydown post: 4\n",
"H keyup pre: 4\n",
"H keyup post: 4\n",
"Y keydown pre: 64\n",
"Y keydown post: 64\n",
"Y keyup pre: 64\n",
"Y keyup post: 64\n",
"; keydown pre: 2\n",
"; keydown post: 2\n",
"; keyup pre: 2\n",
"; keyup post: 2\n",
"Ö keydown pre: 4\n",
"Ö keydown post: 4\n",
"Ö keyup pre: 4\n",
"Ö keyup post: 4\n",
"7 keydown pre: 2\n",
"7 keydown post: 2\n",
"7 keyup pre: 2\n",
"7 keyup post: 2\n"
]
}
],
"source": [
"# Consecutive multiple key up and down events -> only keep the first one\n",
"def detect_duplicate(row, dup, direction):\n",
" v = 1 if (row.Key == dup) & (row.Event == direction) else 0\n",
" return v\n",
"for dup in df_key.Key.unique():\n",
" for direction in [\"keydown\", \"keyup\"]:\n",
" df_key[\"Error_detection\"] = 0\n",
" df_key[\"Error_detection_id\"] = 0\n",
" # Mark all samples with dup as the value of key\n",
" df_key.loc[df_key.Key == dup, \"Error_detection\"] = df_key.loc[df_key.Key == dup].apply(lambda row: detect_duplicate(row, dup, direction), axis=1)\n",
" # Mark all samples after the first one in a consecutive segment\n",
" df_key.loc[df_key.Key == dup, \"Error_detection_id\"] = df_key.loc[df_key.Key == dup, \"Error_detection\"].diff()\n",
" # And remove them\n",
" print(dup , direction, \"pre: \", len(df_key.loc[df_key.Key == dup]))\n",
" df_key = df_key[~((df_key.Key == dup) & (df_key.Event == direction) & ( df_key.Error_detection_id == 0))]\n",
" print(dup , direction, \"post: \", len(df_key.loc[df_key.Key == dup]))"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "20699e03",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ENTER down: 6240\n",
"ENTER up: 6240\n",
"ENTER\n",
"TAB down: 1369\n",
"TAB up: 1369\n",
"TAB\n",
"CONTROL down: 2856\n",
"CONTROL up: 2856\n",
"CONTROL\n",
"I down: 885\n",
"I up: 885\n",
"I\n",
"Z down: 105\n",
"Z up: 105\n",
"Z\n",
"CAPSLOCK down: 10\n",
"CAPSLOCK up: 10\n",
"CAPSLOCK\n",
"SHIFT down: 111\n",
"SHIFT up: 111\n",
"SHIFT\n",
"ARROWRIGHT down: 308\n",
"ARROWRIGHT up: 308\n",
"ARROWRIGHT\n",
"ESCAPE down: 1\n",
"ESCAPE up: 0\n",
"B down: 991\n",
"B up: 991\n",
"B\n",
"U down: 861\n",
"U up: 861\n",
"U\n",
"ARROWLEFT down: 79\n",
"ARROWLEFT up: 79\n",
"ARROWLEFT\n",
"UNIDENTIFIED down: 5\n",
"UNIDENTIFIED up: 5\n",
"UNIDENTIFIED\n",
"Q down: 2\n",
"Q up: 2\n",
"Q\n",
"BACKSPACE down: 1700\n",
"BACKSPACE up: 1700\n",
"BACKSPACE\n",
"HOME down: 15\n",
"HOME up: 15\n",
"HOME\n",
"DELETE down: 52\n",
"DELETE up: 52\n",
"DELETE\n",
"ARROWUP down: 36\n",
"ARROWUP up: 36\n",
"ARROWUP\n",
"C down: 3\n",
"C up: 3\n",
"C\n",
"+ down: 1\n",
"+ up: 1\n",
"+\n",
"ARROWDOWN down: 55\n",
"ARROWDOWN up: 55\n",
"ARROWDOWN\n",
"END down: 4\n",
"END up: 4\n",
"END\n",
"A down: 10\n",
"A up: 10\n",
"A\n",
"N down: 2\n",
"N up: 2\n",
"N\n",
"V down: 9\n",
"V up: 9\n",
"V\n",
" down: 4\n",
" up: 4\n",
" \n",
". down: 16\n",
". up: 16\n",
".\n",
"S down: 5\n",
"S up: 5\n",
"S\n",
"ALT down: 1\n",
"ALT up: 1\n",
"ALT\n",
"D down: 4\n",
"D up: 4\n",
"D\n",
"E down: 1\n",
"E up: 1\n",
"E\n",
"DEAD down: 7\n",
"DEAD up: 7\n",
"DEAD\n",
"H down: 2\n",
"H up: 2\n",
"H\n",
"Y down: 32\n",
"Y up: 32\n",
"Y\n",
"; down: 1\n",
"; up: 1\n",
";\n",
"Ö down: 2\n",
"Ö up: 2\n",
"Ö\n",
"7 down: 1\n",
"7 up: 1\n",
"7\n"
]
}
],
"source": [
"df_key.reset_index(drop=True, inplace=True)\n",
"\n",
"for k in df_key.Key.unique():\n",
" k_downs = df_key[(df_key.Key == k) & (df_key.Event == \"keydown\")].index.tolist()\n",
" k_ups = df_key[(df_key.Key == k) & (df_key.Event == \"keyup\")].index.tolist()\n",
" print(k, \"down: \" ,len(k_downs))\n",
" print(k, \"up: \",len(k_ups))\n",
" if k!='ESCAPE':\n",
" print(k)\n",
" assert len(k_downs)==len(k_ups)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "62a1ca46",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)\n",
"/tmp/ipykernel_625665/1936093847.py:17: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.\n",
" df_cmd = df_cmd.append(df_cmd_u)\n"
]
}
],
"source": [
"# append ctrl+u to df_cmd as it is not registered\n",
"Ctrl_downs = df_key[(df_key.Key == \"CONTROL\") & (df_key.Event == \"keydown\")].index.tolist()\n",
"Ctrl_ups = df_key[(df_key.Key == \"CONTROL\") & (df_key.Event == \"keyup\")].index.tolist()\n",
"df_cmd_u = pd.DataFrame()\n",
"for s,e in zip(Ctrl_downs, Ctrl_ups):\n",
" tmp = df_key.loc[s:e]\n",
" tmp = tmp[(tmp.Event == \"keydown\") & (tmp.Key == \"U\")]\n",
" if (len(tmp) > 0):\n",
" tmp_dict = {\"Timestamp\": tmp.Timestamp.iloc[0], \n",
" \"Event\": \"Ctrl+U\", \n",
" \"TaskID\": tmp.TaskID.iloc[0], \n",
" \"Part\": tmp.Part.iloc[0], \n",
" \"PID\":tmp.PID.iloc[0], \n",
" \"TextRule\":tmp.TextRule.iloc[0], \n",
" \"Rule\":tmp.Rule.iloc[0]}\n",
" df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True) \n",
"df_cmd = df_cmd.append(df_cmd_u)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "a84563ae",
"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>Timestamp</th>\n",
" <th>TaskID</th>\n",
" <th>Part</th>\n",
" <th>PID</th>\n",
" <th>TextRule</th>\n",
" <th>Rule</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Event</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Ctrl+7</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+A</th>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" <td>8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+B</th>\n",
" <td>991</td>\n",
" <td>991</td>\n",
" <td>991</td>\n",
" <td>991</td>\n",
" <td>991</td>\n",
" <td>991</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+C</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+H</th>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+I</th>\n",
" <td>884</td>\n",
" <td>884</td>\n",
" <td>884</td>\n",
" <td>884</td>\n",
" <td>884</td>\n",
" <td>884</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+N</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+S</th>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+Tab</th>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+U</th>\n",
" <td>854</td>\n",
" <td>854</td>\n",
" <td>854</td>\n",
" <td>854</td>\n",
" <td>854</td>\n",
" <td>854</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+V</th>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" <td>7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+Y</th>\n",
" <td>32</td>\n",
" <td>32</td>\n",
" <td>32</td>\n",
" <td>32</td>\n",
" <td>32</td>\n",
" <td>32</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Ctrl+Z</th>\n",
" <td>104</td>\n",
" <td>104</td>\n",
" <td>104</td>\n",
" <td>104</td>\n",
" <td>104</td>\n",
" <td>104</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Esc</th>\n",
" <td>57</td>\n",
" <td>57</td>\n",
" <td>57</td>\n",
" <td>57</td>\n",
" <td>57</td>\n",
" <td>57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Shift+Tab</th>\n",
" <td>15</td>\n",
" <td>15</td>\n",
" <td>15</td>\n",
" <td>15</td>\n",
" <td>15</td>\n",
" <td>15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Tab</th>\n",
" <td>1353</td>\n",
" <td>1353</td>\n",
" <td>1353</td>\n",
" <td>1353</td>\n",
" <td>1353</td>\n",
" <td>1353</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" Timestamp TaskID Part PID TextRule Rule\n",
"Event \n",
"Ctrl+7 1 1 1 1 1 1\n",
"Ctrl+A 8 8 8 8 8 8\n",
"Ctrl+B 991 991 991 991 991 991\n",
"Ctrl+C 1 1 1 1 1 1\n",
"Ctrl+H 2 2 2 2 2 2\n",
"Ctrl+I 884 884 884 884 884 884\n",
"Ctrl+N 1 1 1 1 1 1\n",
"Ctrl+S 2 2 2 2 2 2\n",
"Ctrl+Tab 1 1 1 1 1 1\n",
"Ctrl+U 854 854 854 854 854 854\n",
"Ctrl+V 7 7 7 7 7 7\n",
"Ctrl+Y 32 32 32 32 32 32\n",
"Ctrl+Z 104 104 104 104 104 104\n",
"Esc 57 57 57 57 57 57\n",
"Shift+Tab 15 15 15 15 15 15\n",
"Tab 1353 1353 1353 1353 1353 1353"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_cmd.groupby([\"Event\"]).count()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "ee86dcb7",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"array(['Tab', 'Ctrl+I', 'Ctrl+Z', 'Esc', 'Ctrl+B', 'Ctrl+C', 'Shift+Tab',\n",
" 'Ctrl+A', 'Ctrl+N', 'Ctrl+V', 'Ctrl+H', 'Ctrl+Y', 'Ctrl+S',\n",
" 'Ctrl+Tab', 'Ctrl+7', 'Ctrl+U'], dtype=object)"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_cmd.Event.unique()"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "109e2046",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[' undefined',\n",
" 'Align centerAlign',\n",
" 'Align leftAlign',\n",
" 'Align rightAlign',\n",
" 'Bold (CTRL+B)Bold',\n",
" 'Font FamilyFont',\n",
" 'Font SizeFont',\n",
" 'Italic (CTRL+I)Italic',\n",
" 'Underline (CTRL+U)Underline']"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_toolbar = df_toolbar[~df_toolbar.Event.isna()]\n",
"toolbar_array = sorted(df_toolbar.Event.unique())\n",
"toolbar_array"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "5155e937",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|████████████████████████████████████████████| 3058/3058 [20:03<00:00, 2.55it/s]\n"
]
}
],
"source": [
"#if not os.path.exists(\"../ReRun/df_mouse.pkl\"):\n",
"if not os.path.exists(\"df_mouse.pkl\"):\n",
" df_mouse[\"Keep\"] = 0\n",
" df_toolbar[\"X\"] = 0\n",
" df_toolbar[\"Y\"] = 0\n",
" # Font Family: all timestamps of event FamilyFont should have ONE corresponding (within 20ms) mouse click event\n",
" for time in tqdm(df_toolbar[df_toolbar.Event == \"Font FamilyFont\"].Timestamp.values):\n",
" assert len(df_mouse[(df_mouse.Event == \"up\") & (df_mouse.Type == \"click\") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20)]) == 1 \n",
" df_toolbar.loc[(df_toolbar.Timestamp == time) & (df_toolbar.Event == \"Font FamilyFont\"), \"X\"] = df_mouse[(df_mouse.Event == \"up\") & (df_mouse.Type == \"click\") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20)].X.iloc[0]\n",
" df_toolbar.loc[(df_toolbar.Timestamp == time) & (df_toolbar.Event == \"Font FamilyFont\"), \"Y\"] = df_mouse[(df_mouse.Event == \"up\") & (df_mouse.Type == \"click\") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20)].Y.iloc[0]\n",
" df_mouse.loc[(df_mouse.Event == \"up\") & (df_mouse.Type == \"click\") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20), \"Keep\"] = 1\n",
" #df_mouse.to_pickle(\"../ReRun/df_mouse.pkl\")\n",
" #df_toolbar.to_pickle(\"../ReRun/df_toolbar.pkl\")\n",
" df_mouse.to_pickle(\"df_mouse.pkl\")\n",
" df_toolbar.to_pickle(\"df_toolbar.pkl\")\n",
"else:\n",
" #df_mouse = pd.read_pickle(\"../ReRun/df_mouse.pkl\")\n",
" #df_toolbar = pd.read_pickle(\"../ReRun/df_toolbar.pkl\")\n",
" df_mouse = pd.read_pickle(\"df_mouse.pkl\")\n",
" df_toolbar = pd.read_pickle(\"df_toolbar.pkl\")"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "d97268bc",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\"'found = False\\nindexes = []\\nfor i, l in enumerate(df_toolbar.Event.tolist() + ['ENDE']):\\n #print(i, l, found)\\n if l in 'Font FamilyFont':\\n ind = i\\n found = True\\n elif l not in 'Font FamilyFont' and found:\\n indexes.append(ind)\\n found = False\\n elif l in 'Font FamilyFont' and found:\\n indexes.append(i)\\nprint(indexes)\\nlen(indexes)\""
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_toolbar.reset_index(drop=True, inplace=True)\n",
"# Find the last \"Font FamilyFont\" in consecutive multiple \"Font FamilyFont\"s\n",
"''''found = False\n",
"indexes = []\n",
"for i, l in enumerate(df_toolbar.Event.tolist() + ['ENDE']):\n",
" #print(i, l, found)\n",
" if l in 'Font FamilyFont':\n",
" ind = i\n",
" found = True\n",
" elif l not in 'Font FamilyFont' and found:\n",
" indexes.append(ind)\n",
" found = False\n",
" elif l in 'Font FamilyFont' and found:\n",
" indexes.append(i)\n",
"print(indexes)\n",
"len(indexes)'''"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "37af6fc7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Ctrl+7', 'Ctrl+A', 'Ctrl+B', 'Ctrl+C', 'Ctrl+H', 'Ctrl+I', 'Ctrl+N', 'Ctrl+S', 'Ctrl+Tab', 'Ctrl+U', 'Ctrl+V', 'Ctrl+Y', 'Ctrl+Z', 'Esc', 'Shift+Tab', 'Tab']\n",
"cmd_dict\n",
" {'Ctrl+7': 'bold', 'Ctrl+A': 'italic', 'Ctrl+B': 'underline', 'Ctrl+C': 'indent', 'Ctrl+H': 'indent'}\n",
"toolbar_dict\n",
" {' undefined': 'indent', 'Align centerAlign': 'align', 'Align leftAlign': 'align', 'Align rightAlign': 'align', 'Bold (CTRL+B)Bold': 'bold', 'Font FamilyFont': 'fontFamily', 'Font SizeFont': 'fontSize', 'Italic (CTRL+I)Italic': 'italic', 'Underline (CTRL+U)Underline': 'underline'}\n"
]
}
],
"source": [
"cmd_array = sorted(df_cmd.Event.unique())\n",
"print(cmd_array)\n",
"#actions_array = [\"Italic\", \"Bold\", \"Underline\", \"Indent\", \"Align\", \"FontSize\", \"FontFamily\"]\n",
"actions_array = [\"italic\", \"bold\", \"underline\", \"indent\", \"align\", \"fontSize\", \"fontFamily\"]\n",
"toolbar_actions = [actions_array[3], actions_array[4], actions_array[4], actions_array[4], actions_array[1], actions_array[6], actions_array[5], actions_array[0], actions_array[2]]\n",
"cmd_actions = [actions_array[1], actions_array[0], actions_array[2], actions_array[3], actions_array[3]]\n",
"cmd_dict = dict(zip(cmd_array, cmd_actions))\n",
"toolbar_dict = dict(zip(toolbar_array, toolbar_actions))\n",
"print(\"cmd_dict\\n\",cmd_dict)\n",
"print(\"toolbar_dict\\n\",toolbar_dict)"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "69b2b9f5",
"metadata": {},
"outputs": [
{
"ename": "KeyError",
"evalue": "'Italic'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[24], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m df_toolbar\u001b[38;5;241m.\u001b[39mEvent \u001b[38;5;241m=\u001b[39m \u001b[43mdf_toolbar\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mEvent\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mtoolbar_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mx\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/series.py:4433\u001b[0m, in \u001b[0;36mSeries.apply\u001b[0;34m(self, func, convert_dtype, args, **kwargs)\u001b[0m\n\u001b[1;32m 4323\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapply\u001b[39m(\n\u001b[1;32m 4324\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 4325\u001b[0m func: AggFuncType,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 4328\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 4329\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame \u001b[38;5;241m|\u001b[39m Series:\n\u001b[1;32m 4330\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m 4331\u001b[0m \u001b[38;5;124m Invoke function on values of Series.\u001b[39m\n\u001b[1;32m 4332\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 4431\u001b[0m \u001b[38;5;124m dtype: float64\u001b[39m\n\u001b[1;32m 4432\u001b[0m \u001b[38;5;124m \"\"\"\u001b[39m\n\u001b[0;32m-> 4433\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mSeriesApply\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1088\u001b[0m, in \u001b[0;36mSeriesApply.apply\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1084\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mf, \u001b[38;5;28mstr\u001b[39m):\n\u001b[1;32m 1085\u001b[0m \u001b[38;5;66m# if we are a string, try to dispatch\u001b[39m\n\u001b[1;32m 1086\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapply_str()\n\u001b[0;32m-> 1088\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_standard\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1143\u001b[0m, in \u001b[0;36mSeriesApply.apply_standard\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1137\u001b[0m values \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mobject\u001b[39m)\u001b[38;5;241m.\u001b[39m_values\n\u001b[1;32m 1138\u001b[0m \u001b[38;5;66m# error: Argument 2 to \"map_infer\" has incompatible type\u001b[39m\n\u001b[1;32m 1139\u001b[0m \u001b[38;5;66m# \"Union[Callable[..., Any], str, List[Union[Callable[..., Any], str]],\u001b[39m\n\u001b[1;32m 1140\u001b[0m \u001b[38;5;66m# Dict[Hashable, Union[Union[Callable[..., Any], str],\u001b[39m\n\u001b[1;32m 1141\u001b[0m \u001b[38;5;66m# List[Union[Callable[..., Any], str]]]]]\"; expected\u001b[39m\n\u001b[1;32m 1142\u001b[0m \u001b[38;5;66m# \"Callable[[Any], Any]\"\u001b[39m\n\u001b[0;32m-> 1143\u001b[0m mapped \u001b[38;5;241m=\u001b[39m \u001b[43mlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_infer\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1144\u001b[0m \u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1145\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43m# type: ignore[arg-type]\u001b[39;49m\n\u001b[1;32m 1146\u001b[0m \u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1147\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1149\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(mapped) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(mapped[\u001b[38;5;241m0\u001b[39m], ABCSeries):\n\u001b[1;32m 1150\u001b[0m \u001b[38;5;66m# GH#43986 Need to do list(mapped) in order to get treated as nested\u001b[39m\n\u001b[1;32m 1151\u001b[0m \u001b[38;5;66m# See also GH#25959 regarding EA support\u001b[39m\n\u001b[1;32m 1152\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m obj\u001b[38;5;241m.\u001b[39m_constructor_expanddim(\u001b[38;5;28mlist\u001b[39m(mapped), index\u001b[38;5;241m=\u001b[39mobj\u001b[38;5;241m.\u001b[39mindex)\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/_libs/lib.pyx:2870\u001b[0m, in \u001b[0;36mpandas._libs.lib.map_infer\u001b[0;34m()\u001b[0m\n",
"Cell \u001b[0;32mIn[24], line 1\u001b[0m, in \u001b[0;36m<lambda>\u001b[0;34m(x)\u001b[0m\n\u001b[0;32m----> 1\u001b[0m df_toolbar\u001b[38;5;241m.\u001b[39mEvent \u001b[38;5;241m=\u001b[39m df_toolbar\u001b[38;5;241m.\u001b[39mEvent\u001b[38;5;241m.\u001b[39mapply(\u001b[38;5;28;01mlambda\u001b[39;00m x: \u001b[43mtoolbar_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mx\u001b[49m\u001b[43m]\u001b[49m)\n",
"\u001b[0;31mKeyError\u001b[0m: 'Italic'"
]
}
],
"source": [
"df_toolbar.Event = df_toolbar.Event.apply(lambda x: toolbar_dict[x], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "5fc17226",
"metadata": {},
"outputs": [
{
"ename": "KeyError",
"evalue": "'Tab'",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)",
"Cell \u001b[0;32mIn[25], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m df_cmd\u001b[38;5;241m.\u001b[39mEvent \u001b[38;5;241m=\u001b[39m \u001b[43mdf_cmd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mEvent\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43;01mlambda\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mx\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[43mcmd_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mx\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/series.py:4433\u001b[0m, in \u001b[0;36mSeries.apply\u001b[0;34m(self, func, convert_dtype, args, **kwargs)\u001b[0m\n\u001b[1;32m 4323\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mapply\u001b[39m(\n\u001b[1;32m 4324\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 4325\u001b[0m func: AggFuncType,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 4328\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 4329\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m DataFrame \u001b[38;5;241m|\u001b[39m Series:\n\u001b[1;32m 4330\u001b[0m \u001b[38;5;124m\"\"\"\u001b[39m\n\u001b[1;32m 4331\u001b[0m \u001b[38;5;124m Invoke function on values of Series.\u001b[39m\n\u001b[1;32m 4332\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 4431\u001b[0m \u001b[38;5;124m dtype: float64\u001b[39m\n\u001b[1;32m 4432\u001b[0m \u001b[38;5;124m \"\"\"\u001b[39m\n\u001b[0;32m-> 4433\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mSeriesApply\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1088\u001b[0m, in \u001b[0;36mSeriesApply.apply\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1084\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mf, \u001b[38;5;28mstr\u001b[39m):\n\u001b[1;32m 1085\u001b[0m \u001b[38;5;66m# if we are a string, try to dispatch\u001b[39m\n\u001b[1;32m 1086\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapply_str()\n\u001b[0;32m-> 1088\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mapply_standard\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1143\u001b[0m, in \u001b[0;36mSeriesApply.apply_standard\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1137\u001b[0m values \u001b[38;5;241m=\u001b[39m obj\u001b[38;5;241m.\u001b[39mastype(\u001b[38;5;28mobject\u001b[39m)\u001b[38;5;241m.\u001b[39m_values\n\u001b[1;32m 1138\u001b[0m \u001b[38;5;66m# error: Argument 2 to \"map_infer\" has incompatible type\u001b[39m\n\u001b[1;32m 1139\u001b[0m \u001b[38;5;66m# \"Union[Callable[..., Any], str, List[Union[Callable[..., Any], str]],\u001b[39m\n\u001b[1;32m 1140\u001b[0m \u001b[38;5;66m# Dict[Hashable, Union[Union[Callable[..., Any], str],\u001b[39m\n\u001b[1;32m 1141\u001b[0m \u001b[38;5;66m# List[Union[Callable[..., Any], str]]]]]\"; expected\u001b[39m\n\u001b[1;32m 1142\u001b[0m \u001b[38;5;66m# \"Callable[[Any], Any]\"\u001b[39m\n\u001b[0;32m-> 1143\u001b[0m mapped \u001b[38;5;241m=\u001b[39m \u001b[43mlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap_infer\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1144\u001b[0m \u001b[43m \u001b[49m\u001b[43mvalues\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1145\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43m# type: ignore[arg-type]\u001b[39;49m\n\u001b[1;32m 1146\u001b[0m \u001b[43m \u001b[49m\u001b[43mconvert\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconvert_dtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1147\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1149\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(mapped) \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(mapped[\u001b[38;5;241m0\u001b[39m], ABCSeries):\n\u001b[1;32m 1150\u001b[0m \u001b[38;5;66m# GH#43986 Need to do list(mapped) in order to get treated as nested\u001b[39m\n\u001b[1;32m 1151\u001b[0m \u001b[38;5;66m# See also GH#25959 regarding EA support\u001b[39m\n\u001b[1;32m 1152\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m obj\u001b[38;5;241m.\u001b[39m_constructor_expanddim(\u001b[38;5;28mlist\u001b[39m(mapped), index\u001b[38;5;241m=\u001b[39mobj\u001b[38;5;241m.\u001b[39mindex)\n",
"File \u001b[0;32m~/.local/lib/python3.8/site-packages/pandas/_libs/lib.pyx:2870\u001b[0m, in \u001b[0;36mpandas._libs.lib.map_infer\u001b[0;34m()\u001b[0m\n",
"Cell \u001b[0;32mIn[25], line 1\u001b[0m, in \u001b[0;36m<lambda>\u001b[0;34m(x)\u001b[0m\n\u001b[0;32m----> 1\u001b[0m df_cmd\u001b[38;5;241m.\u001b[39mEvent \u001b[38;5;241m=\u001b[39m df_cmd\u001b[38;5;241m.\u001b[39mEvent\u001b[38;5;241m.\u001b[39mapply(\u001b[38;5;28;01mlambda\u001b[39;00m x: \u001b[43mcmd_dict\u001b[49m\u001b[43m[\u001b[49m\u001b[43mx\u001b[49m\u001b[43m]\u001b[49m)\n",
"\u001b[0;31mKeyError\u001b[0m: 'Tab'"
]
}
],
"source": [
"df_cmd.Event = df_cmd.Event.apply(lambda x: cmd_dict[x], axis=1)"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "3506f41b",
"metadata": {},
"outputs": [],
"source": [
"df_toolbar[\"Type\"] = \"Toolbar\"\n",
"df_cmd[\"Type\"] = \"Cmd\"\n",
"df_actions = pd.concat([df_toolbar, df_cmd])\n",
"df_actions = df_actions.sort_values(by=\"Timestamp\")\n",
"df_actions.head()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c286b2f0",
"metadata": {},
"outputs": [],
"source": [
"actions_array_num = np.arange(1,len(actions_array)+1)\n",
"action_dict = dict(zip(actions_array,actions_array_num))\n",
"action_dict"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "c74aae24",
"metadata": {},
"outputs": [],
"source": [
"df_actions.Event = df_actions.Event.apply(lambda x: action_dict[x])\n",
"#df_actions.reset_index(drop=True).to_pickle(study_data_path + \"../ReRun/clean_data.pkl\")\n",
"df_actions.reset_index(drop=True).to_pickle(\"clean_data.pkl\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8fc2f38e",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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