InferringIntention/keyboard_and_mouse/dataset/.ipynb_checkpoints/01-PreProcessing-checkpoint.ipynb
2024-03-24 23:42:27 +01:00

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In [1]:
import pandas as pd
import numpy as np
import pdb, os
from tqdm import tqdm
In [2]:
#study_data_path = '../IntentData/'
#data = pd.read_pickle(study_data_path + "/Preprocessing_data/filtered_data.pkl")
data = pd.read_pickle("filtered_data.pkl")

# Nine events (1 underdefined included)
data[(data.type == "toolbar")].groupby(["event"]).count()
Out[2]:
level_0 Timestamp type PID key data range index Left_Gaze_X Left_Gaze_Y ... clientY condition part taskID button isCurrentlyPasting lorem_format lorem_text rules label
event
undefined 2 2 2 2 0 0 0 0 0 0 ... 0 2 2 2 0 0 0 0 2 2
Align centerAlign 498 498 498 498 0 0 0 0 0 0 ... 0 498 498 498 0 0 0 0 498 498
Align leftAlign 52 52 52 52 0 0 0 0 0 0 ... 0 52 52 52 0 0 0 0 52 52
Align rightAlign 436 436 436 436 0 0 0 0 0 0 ... 0 436 436 436 0 0 0 0 436 436
Bold (CTRL+B)Bold 338 338 338 338 0 0 0 0 0 0 ... 0 338 338 338 0 0 0 0 338 338
Font FamilyFont 3058 3058 3058 3058 0 0 0 0 0 0 ... 0 3058 3058 3058 0 0 0 0 3058 3058
Font SizeFont 1558 1558 1558 1558 0 0 0 0 0 0 ... 0 1558 1558 1558 0 0 0 0 1558 1558
Italic (CTRL+I)Italic 349 349 349 349 0 0 0 0 0 0 ... 0 349 349 349 0 0 0 0 349 349
Underline (CTRL+U)Underline 396 396 396 396 0 0 0 0 0 0 ... 0 396 396 396 0 0 0 0 396 396

9 rows × 27 columns

In [3]:
# Remove samples where rules=None
data = data[(data.rules != 'None')]

action_array = data[(data.type == "commands") | (data.type == "toolbar")].event.unique()
action_array
Out[3]:
array(['Tab', 'Ctrl+I', 'Ctrl+Z', 'Esc', 'Italic (CTRL+I)Italic',
       'Font FamilyFont', 'Ctrl+B', 'Align centerAlign', 'Font SizeFont',
       'Align rightAlign', 'Underline (CTRL+U)Underline', nan, 'Ctrl+C',
       'Shift+Tab', 'Bold (CTRL+B)Bold', ' undefined', 'Ctrl+A',
       'Align leftAlign', 'Ctrl+N', 'Ctrl+V', 'Ctrl+H', 'Ctrl+Y',
       'Ctrl+S', 'Ctrl+Tab', 'Ctrl+7'], dtype=object)
In [4]:
toolbar_list = ['Bold (CTRL+B)Bold',
                'Italic (CTRL+I)Italic',
                'Underline (CTRL+U)Underline',
                'Font SizeFont',
                'Font FamilyFont',
                'Align leftAlign',
                'Align centerAlign',
                'Align rightAlign',
                'undefined']
''''command_list = ['Ctrl+B',
                'Ctrl+I',
                'Tab',
                'Shift+Tab',
                'Ctrl+C',
                'Ctrl+V',
                'Ctrl+Z']'''
allowed_command_list = ['Ctrl+B',
                'Ctrl+I',
                'Tab',
                'Shift+Tab',
                'Ctrl+U'] # As written in the paper, only allowed these shortcuts
action_list = ['Bold', 
               'Italic', 
               'Underline',
               'FontSize',
               'FontFamily',
               'AlignmentLeft',
               'AlignmentCenter',
               'AlignmentRight',
               'Indent']
# Map the keyboard shortcuts and operations on the toolbar to actions
# 'Bold' 0
# 'Italic' 1
# 'Underline' 2
# 'Font Size' 3
# 'Font Family' 4
# 'Alignment center' 5
# 'Alignment right' 6
# 'Alignment left' 7
# 'Indent' 8
# 'Revert' 9 
# 'Next Task' 10
# 'Copy' 11 
# 'nan/undefined' 12
action_numbers = [8, 1, 9, 10, 1, 4, 0, 5, 3, 6, 2, 12, 11, 8, 0, 12]
action_dict = dict(zip(action_array, action_numbers))
action_dict
Out[4]:
{'Tab': 8,
 'Ctrl+I': 1,
 'Ctrl+Z': 9,
 'Esc': 10,
 'Italic (CTRL+I)Italic': 1,
 'Font FamilyFont': 4,
 'Ctrl+B': 0,
 'Align centerAlign': 5,
 'Font SizeFont': 3,
 'Align rightAlign': 6,
 'Underline (CTRL+U)Underline': 2,
 nan: 12,
 'Ctrl+C': 11,
 'Shift+Tab': 8,
 'Bold (CTRL+B)Bold': 0,
 ' undefined': 12}
In [5]:
data.type.unique()
Out[5]:
array(['commands', 'key', 'selection', 'toolbar', 'eye', 'pos', 'click',
       'start', 'end', 'lorem'], dtype=object)
In [6]:
# Take out dataframes
df_keys = data[data.type == "key"]
df_eyes = data[data.type == "eye"]
df_mouse_pos = data[data.type == "pos"]
df_mouse_click = data[data.type == "click"]
df_mouses = pd.concat([df_mouse_pos, df_mouse_click])
df_cmds = data[data.type == "commands"]
df_toolbars = data[data.type == "toolbar"]
print("keys:", len(df_keys), "\neyes:", len(df_eyes), "\nmouse:", len(df_mouses), "\ncmd:",len(df_cmds), "\ntoolbar:",len(df_toolbars))
keys: 34407 
eyes: 8106054 
mouse: 1947827 
cmd: 3459 
toolbar: 6859
In [7]:
# Only take needed columns
df_key = pd.DataFrame({"Timestamp": df_keys.Timestamp, 
                       "Event": df_keys.event, 
                       "Key": df_keys.key,
                       "TaskID": df_keys.taskID,
                       "Part": df_keys.part, 
                       "PID": df_keys.PID,
                       "TextRule": df_keys.rules,
                       "Rule": df_keys.label})
df_eye = pd.DataFrame({"Timestamp": df_eyes.Timestamp, 
                       "Gaze_X": df_eyes.Gaze_X, 
                       "Gaze_Y": df_eyes.Gaze_Y, 
                       "TaskID": df_eyes.taskID,
                       "Part": df_eyes.part, 
                       "PID": df_eyes.PID,
                       "TextRule": df_eyes.rules,
                       "Rule": df_eyes.label})
df_mouse = pd.DataFrame({"Timestamp": df_mouses.Timestamp, 
                         "X": df_mouses.clientX, 
                         "Y": df_mouses.clientY,
                         "Type": df_mouses.type, 
                         "TaskID": df_mouses.taskID,
                         "Part": df_mouses.part, 
                         "PID": df_mouses.PID,
                         "TextRule": df_mouses.rules,
                         "Event": df_mouses.event,
                         "Rule": df_mouses.label})
df_mousePos = pd.DataFrame({"Timestamp": df_mouse_pos.Timestamp, 
                         "X": df_mouse_pos.clientX, 
                         "Y": df_mouse_pos.clientY,
                         "Type": df_mouse_pos.type, 
                         "TaskID": df_mouse_pos.taskID,
                         "Part": df_mouse_pos.part, 
                         "PID": df_mouse_pos.PID,
                         "TextRule": df_mouse_pos.rules,
                         "Rule": df_mouse_pos.label})
df_cmd = pd.DataFrame({"Timestamp": df_cmds.Timestamp, 
                       "Event": df_cmds.event, 
                       "TaskID": df_cmds.taskID,
                       "Part": df_cmds.part, 
                       "PID": df_cmds.PID,
                       "TextRule": df_cmds.rules,
                       "Rule": df_cmds.label})
df_toolbar = pd.DataFrame({"Timestamp": df_toolbars.Timestamp, 
                       "Event": df_toolbars.event, 
                       "TaskID": df_toolbars.taskID,
                       "Part": df_toolbars.part, 
                       "PID": df_toolbars.PID,
                       "TextRule": df_toolbars.rules,
                       "Rule": df_toolbars.label})
# Keep PID, Part, TaskID, TextRule and Rule. Add Gaze and Pos
df_label = df_eye.groupby(["PID","Part","TaskID"]).count().reset_index().drop(["Timestamp", "Gaze_X", "Gaze_Y"], axis=1)
df_label["Gaze"] = 0
df_label["Pos"] = 0
#print(df_label)

# Change keyboard values to uppercase
df_key.Key = df_key.Key.apply(lambda x: x.upper())
In [8]:
# All events for 'ESCAPE' are keydown !!!!!!
df_key[df_key.Key=='ESCAPE']
Out[8]:
Timestamp Event Key TaskID Part PID TextRule Rule
91 1575388456995 keydown ESCAPE 0 1 1 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
115894 1575388801164 keydown ESCAPE 5 1 1 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
135036 1575388888708 keydown ESCAPE 6 1 1 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
303198 1575389414398 keydown ESCAPE 6 2 1 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
371058 1575389612671 keydown ESCAPE 2 3 1 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
388604 1575389680615 keydown ESCAPE 3 3 1 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
434069 1575389811028 keydown ESCAPE 5 3 1 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
148303 1575983493827 keydown ESCAPE 6 1 2 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
209686 1575983764051 keydown ESCAPE 2 2 2 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
235155 1575983852406 keydown ESCAPE 3 2 2 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
261659 1575983923344 keydown ESCAPE 4 2 2 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
318427 1575984168751 keydown ESCAPE 0 3 2 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
339470 1575984281075 keydown ESCAPE 1 3 2 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
372164 1575984373613 keydown ESCAPE 2 3 2 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
396779 1575984444888 keydown ESCAPE 3 3 2 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
418812 1575984507738 keydown ESCAPE 4 3 2 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
456387 1575984630149 keydown ESCAPE 6 3 2 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
522249 1575984892276 keydown ESCAPE 2 4 2 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
614390 1575985243792 keydown ESCAPE 0 5 2 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
650474 1575985354507 keydown ESCAPE 2 5 2 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
666261 1575985448687 keydown ESCAPE 3 5 2 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
694249 1575985497666 keydown ESCAPE 4 5 2 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
708279 1575985549757 keydown ESCAPE 5 5 2 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4
87 1576500820142 keydown ESCAPE 0 1 3 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4
18630 1576500895888 keydown ESCAPE 1 1 3 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
117934 1576501236105 keydown ESCAPE 6 1 3 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
137768 1576501303236 keydown ESCAPE 0 2 3 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4
174630 1576501417687 keydown ESCAPE 2 2 3 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
328371 1576501894917 keydown ESCAPE 4 3 3 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
344882 1576501949469 keydown ESCAPE 5 3 3 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
478607 1576502364010 keydown ESCAPE 6 4 3 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
531642 1576502533703 keydown ESCAPE 2 5 3 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
585677 1576502711019 keydown ESCAPE 5 5 3 {'Title': ['Size', 'Big', 'and', 'Underline'],... 1
52862 1576508583224 keydown ESCAPE 2 1 4 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
76182 1576508676858 keydown ESCAPE 3 1 4 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
114775 1576508829687 keydown ESCAPE 5 1 4 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
130820 1576508910256 keydown ESCAPE 6 1 4 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
208743 1576509229027 keydown ESCAPE 3 2 4 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
224367 1576509290491 keydown ESCAPE 4 2 4 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4
271760 1576509510395 keydown ESCAPE 0 3 4 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
284662 1576509692400 keydown ESCAPE 3 3 4 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
288600 1576509746972 keydown ESCAPE 4 3 4 {'Title': ['Size', 'Big', 'and', 'Bold'], 'Sub... 4
293106 1576509806032 keydown ESCAPE 5 3 4 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
299094 1576509876765 keydown ESCAPE 6 3 4 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
319972 1576510098343 keydown ESCAPE 2 4 4 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
399672 1576510384286 keydown ESCAPE 6 4 4 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
473564 1576510632190 keydown ESCAPE 3 5 4 {'Title': ['1', 'Indent', 'and', 'Italic'], 'S... 3
511257 1576510763377 keydown ESCAPE 5 5 4 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
257 1602506765679 keydown ESCAPE 0 1 5 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
104590 1603451016010 keydown ESCAPE 5 1 12 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
246174 1603451554880 keydown ESCAPE 5 2 12 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
384072 1603452064761 keydown ESCAPE 5 3 12 {'Title': ['Size', 'Big'], 'Subtitle': ['Bold'... 5
504347 1603460189671 keydown ESCAPE 5 4 13 {'Title': ['Bold', 'and', 'Underline'], 'Subti... 2
516149 1603889725164 keydown ESCAPE 6 4 15 {'Title': ['Font', 'Family', 'Consolas', 'and'... 6
259189 1603895855723 keydown ESCAPE 4 2 16 {'Title': ['Alignment', 'Center', 'and', 'Unde... 0
In [9]:
# Consecutive multiple key up and down events -> only keep the first one
def detect_duplicate(row, dup, direction):
    v = 1 if (row.Key == dup) & (row.Event == direction) else 0
    return v
for dup in df_key.Key.unique():
    for direction in ["keydown", "keyup"]:
        df_key["Error_detection"] = 0
        df_key["Error_detection_id"] = 0
        # Mark all samples with dup as the value of key
        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)
        # Mark all samples after the first one in a consecutive segment
        df_key.loc[df_key.Key == dup, "Error_detection_id"] = df_key.loc[df_key.Key == dup, "Error_detection"].diff()
        # And remove them
        print(dup , direction, "pre: ", len(df_key.loc[df_key.Key == dup]))
        df_key = df_key[~((df_key.Key == dup) & (df_key.Event == direction) & ( df_key.Error_detection_id == 0))]
        print(dup , direction, "post: ", len(df_key.loc[df_key.Key == dup]))
ENTER keydown pre:  12480
ENTER keydown post:  12480
ENTER keyup pre:  12480
ENTER keyup post:  12480
TAB keydown pre:  2738
TAB keydown post:  2738
TAB keyup pre:  2738
TAB keyup post:  2738
CONTROL keydown pre:  8256
CONTROL keydown post:  5716
CONTROL keyup pre:  5716
CONTROL keyup post:  5712
I keydown pre:  1770
I keydown post:  1770
I keyup pre:  1770
I keyup post:  1770
Z keydown pre:  210
Z keydown post:  210
Z keyup pre:  210
Z keyup post:  210
CAPSLOCK keydown pre:  20
CAPSLOCK keydown post:  20
CAPSLOCK keyup pre:  20
CAPSLOCK keyup post:  20
SHIFT keydown pre:  394
SHIFT keydown post:  222
SHIFT keyup pre:  222
SHIFT keyup post:  222
ARROWRIGHT keydown pre:  642
ARROWRIGHT keydown post:  616
ARROWRIGHT keyup pre:  616
ARROWRIGHT keyup post:  616
ESCAPE keydown pre:  55
ESCAPE keydown post:  1
ESCAPE keyup pre:  1
ESCAPE keyup post:  1
B keydown pre:  1982
B keydown post:  1982
B keyup pre:  1982
B keyup post:  1982
U keydown pre:  1722
U keydown post:  1722
U keyup pre:  1722
U keyup post:  1722
ARROWLEFT keydown pre:  158
ARROWLEFT keydown post:  158
ARROWLEFT keyup pre:  158
ARROWLEFT keyup post:  158
UNIDENTIFIED keydown pre:  11
UNIDENTIFIED keydown post:  10
UNIDENTIFIED keyup pre:  10
UNIDENTIFIED keyup post:  10
Q keydown pre:  4
Q keydown post:  4
Q keyup pre:  4
Q keyup post:  4
BACKSPACE keydown pre:  3400
BACKSPACE keydown post:  3400
BACKSPACE keyup pre:  3400
BACKSPACE keyup post:  3400
HOME keydown pre:  30
HOME keydown post:  30
HOME keyup pre:  30
HOME keyup post:  30
DELETE keydown pre:  104
DELETE keydown post:  104
DELETE keyup pre:  104
DELETE keyup post:  104
ARROWUP keydown pre:  83
ARROWUP keydown post:  72
ARROWUP keyup pre:  72
ARROWUP keyup post:  72
C keydown pre:  6
C keydown post:  6
C keyup pre:  6
C keyup post:  6
+ keydown pre:  2
+ keydown post:  2
+ keyup pre:  2
+ keyup post:  2
ARROWDOWN keydown pre:  110
ARROWDOWN keydown post:  110
ARROWDOWN keyup pre:  110
ARROWDOWN keyup post:  110
END keydown pre:  8
END keydown post:  8
END keyup pre:  8
END keyup post:  8
A keydown pre:  20
A keydown post:  20
A keyup pre:  20
A keyup post:  20
N keydown pre:  4
N keydown post:  4
N keyup pre:  4
N keyup post:  4
V keydown pre:  18
V keydown post:  18
V keyup pre:  18
V keyup post:  18
  keydown pre:  9
  keydown post:  8
  keyup pre:  8
  keyup post:  8
. keydown pre:  32
. keydown post:  32
. keyup pre:  32
. keyup post:  32
S keydown pre:  10
S keydown post:  10
S keyup pre:  10
S keyup post:  10
ALT keydown pre:  29
ALT keydown post:  2
ALT keyup pre:  2
ALT keyup post:  2
D keydown pre:  8
D keydown post:  8
D keyup pre:  8
D keyup post:  8
E keydown pre:  2
E keydown post:  2
E keyup pre:  2
E keyup post:  2
DEAD keydown pre:  14
DEAD keydown post:  14
DEAD keyup pre:  14
DEAD keyup post:  14
H keydown pre:  4
H keydown post:  4
H keyup pre:  4
H keyup post:  4
Y keydown pre:  64
Y keydown post:  64
Y keyup pre:  64
Y keyup post:  64
; keydown pre:  2
; keydown post:  2
; keyup pre:  2
; keyup post:  2
Ö keydown pre:  4
Ö keydown post:  4
Ö keyup pre:  4
Ö keyup post:  4
7 keydown pre:  2
7 keydown post:  2
7 keyup pre:  2
7 keyup post:  2
In [10]:
df_key.reset_index(drop=True, inplace=True)

for k in df_key.Key.unique():
    k_downs = df_key[(df_key.Key == k) & (df_key.Event == "keydown")].index.tolist()
    k_ups = df_key[(df_key.Key == k) & (df_key.Event == "keyup")].index.tolist()
    print(k, "down: " ,len(k_downs))
    print(k, "up: ",len(k_ups))
    if k!='ESCAPE':
        print(k)
        assert len(k_downs)==len(k_ups)
ENTER down:  6240
ENTER up:  6240
ENTER
TAB down:  1369
TAB up:  1369
TAB
CONTROL down:  2856
CONTROL up:  2856
CONTROL
I down:  885
I up:  885
I
Z down:  105
Z up:  105
Z
CAPSLOCK down:  10
CAPSLOCK up:  10
CAPSLOCK
SHIFT down:  111
SHIFT up:  111
SHIFT
ARROWRIGHT down:  308
ARROWRIGHT up:  308
ARROWRIGHT
ESCAPE down:  1
ESCAPE up:  0
B down:  991
B up:  991
B
U down:  861
U up:  861
U
ARROWLEFT down:  79
ARROWLEFT up:  79
ARROWLEFT
UNIDENTIFIED down:  5
UNIDENTIFIED up:  5
UNIDENTIFIED
Q down:  2
Q up:  2
Q
BACKSPACE down:  1700
BACKSPACE up:  1700
BACKSPACE
HOME down:  15
HOME up:  15
HOME
DELETE down:  52
DELETE up:  52
DELETE
ARROWUP down:  36
ARROWUP up:  36
ARROWUP
C down:  3
C up:  3
C
+ down:  1
+ up:  1
+
ARROWDOWN down:  55
ARROWDOWN up:  55
ARROWDOWN
END down:  4
END up:  4
END
A down:  10
A up:  10
A
N down:  2
N up:  2
N
V down:  9
V up:  9
V
  down:  4
  up:  4
 
. down:  16
. up:  16
.
S down:  5
S up:  5
S
ALT down:  1
ALT up:  1
ALT
D down:  4
D up:  4
D
E down:  1
E up:  1
E
DEAD down:  7
DEAD up:  7
DEAD
H down:  2
H up:  2
H
Y down:  32
Y up:  32
Y
; down:  1
; up:  1
;
Ö down:  2
Ö up:  2
Ö
7 down:  1
7 up:  1
7
In [11]:
# append ctrl+u to df_cmd as it is not registered
Ctrl_downs = df_key[(df_key.Key == "CONTROL") & (df_key.Event == "keydown")].index.tolist()
Ctrl_ups = df_key[(df_key.Key == "CONTROL") & (df_key.Event == "keyup")].index.tolist()
df_cmd_u = pd.DataFrame()
for s,e in zip(Ctrl_downs, Ctrl_ups):
    tmp = df_key.loc[s:e]
    tmp = tmp[(tmp.Event == "keydown") & (tmp.Key == "U")]
    if (len(tmp) > 0):
        tmp_dict = {"Timestamp": tmp.Timestamp.iloc[0], 
                                   "Event": "Ctrl+U", 
                                   "TaskID": tmp.TaskID.iloc[0], 
                                   "Part": tmp.Part.iloc[0], 
                                   "PID":tmp.PID.iloc[0], 
                                   "TextRule":tmp.TextRule.iloc[0], 
                                   "Rule":tmp.Rule.iloc[0]}
        df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)        
df_cmd = df_cmd.append(df_cmd_u)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/tmp/ipykernel_625665/1936093847.py:16: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  df_cmd_u = df_cmd_u.append(tmp_dict, ignore_index=True)
/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.
  df_cmd = df_cmd.append(df_cmd_u)
In [12]:
df_cmd.groupby(["Event"]).count()
Out[12]:
Timestamp TaskID Part PID TextRule Rule
Event
Ctrl+7 1 1 1 1 1 1
Ctrl+A 8 8 8 8 8 8
Ctrl+B 991 991 991 991 991 991
Ctrl+C 1 1 1 1 1 1
Ctrl+H 2 2 2 2 2 2
Ctrl+I 884 884 884 884 884 884
Ctrl+N 1 1 1 1 1 1
Ctrl+S 2 2 2 2 2 2
Ctrl+Tab 1 1 1 1 1 1
Ctrl+U 854 854 854 854 854 854
Ctrl+V 7 7 7 7 7 7
Ctrl+Y 32 32 32 32 32 32
Ctrl+Z 104 104 104 104 104 104
Esc 57 57 57 57 57 57
Shift+Tab 15 15 15 15 15 15
Tab 1353 1353 1353 1353 1353 1353
In [13]:
df_cmd.Event.unique()
Out[13]:
array(['Tab', 'Ctrl+I', 'Ctrl+Z', 'Esc', 'Ctrl+B', 'Ctrl+C', 'Shift+Tab',
       'Ctrl+A', 'Ctrl+N', 'Ctrl+V', 'Ctrl+H', 'Ctrl+Y', 'Ctrl+S',
       'Ctrl+Tab', 'Ctrl+7', 'Ctrl+U'], dtype=object)
In [14]:
df_toolbar = df_toolbar[~df_toolbar.Event.isna()]
toolbar_array = sorted(df_toolbar.Event.unique())
toolbar_array
Out[14]:
[' undefined',
 'Align centerAlign',
 'Align leftAlign',
 'Align rightAlign',
 'Bold (CTRL+B)Bold',
 'Font FamilyFont',
 'Font SizeFont',
 'Italic (CTRL+I)Italic',
 'Underline (CTRL+U)Underline']
In [15]:
#if not os.path.exists("../ReRun/df_mouse.pkl"):
if not os.path.exists("df_mouse.pkl"):
    df_mouse["Keep"] = 0
    df_toolbar["X"] = 0
    df_toolbar["Y"] = 0
    # Font Family: all timestamps of event FamilyFont should have ONE corresponding (within 20ms) mouse click event
    for time in tqdm(df_toolbar[df_toolbar.Event == "Font FamilyFont"].Timestamp.values):
        assert len(df_mouse[(df_mouse.Event == "up") & (df_mouse.Type == "click") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20)]) == 1 
        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]
        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]
        df_mouse.loc[(df_mouse.Event == "up") & (df_mouse.Type == "click") & (df_mouse.Timestamp <= time + 20) & (df_mouse.Timestamp >= time - 20), "Keep"] = 1
    #df_mouse.to_pickle("../ReRun/df_mouse.pkl")
    #df_toolbar.to_pickle("../ReRun/df_toolbar.pkl")
    df_mouse.to_pickle("df_mouse.pkl")
    df_toolbar.to_pickle("df_toolbar.pkl")
else:
    #df_mouse = pd.read_pickle("../ReRun/df_mouse.pkl")
    #df_toolbar = pd.read_pickle("../ReRun/df_toolbar.pkl")
    df_mouse = pd.read_pickle("df_mouse.pkl")
    df_toolbar = pd.read_pickle("df_toolbar.pkl")
100%|████████████████████████████████████████████| 3058/3058 [20:03<00:00,  2.55it/s]
In [20]:
df_toolbar.reset_index(drop=True, inplace=True)
# Find the last "Font FamilyFont" in consecutive multiple "Font FamilyFont"s
''''found = False
indexes = []
for i, l in enumerate(df_toolbar.Event.tolist() + ['ENDE']):
    #print(i, l, found)
    if l in 'Font FamilyFont':
        ind = i
        found = True
    elif l not in 'Font FamilyFont' and found:
        indexes.append(ind)
        found = False
    elif l in 'Font FamilyFont' and found:
        indexes.append(i)
print(indexes)
len(indexes)'''
Out[20]:
"'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)"
In [23]:
cmd_array = sorted(df_cmd.Event.unique())
print(cmd_array)
#actions_array = ["Italic", "Bold", "Underline", "Indent", "Align", "FontSize", "FontFamily"]
actions_array = ["italic", "bold", "underline", "indent", "align", "fontSize", "fontFamily"]
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]]
cmd_actions = [actions_array[1], actions_array[0], actions_array[2], actions_array[3], actions_array[3]]
cmd_dict = dict(zip(cmd_array, cmd_actions))
toolbar_dict = dict(zip(toolbar_array, toolbar_actions))
print("cmd_dict\n",cmd_dict)
print("toolbar_dict\n",toolbar_dict)
['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']
cmd_dict
 {'Ctrl+7': 'bold', 'Ctrl+A': 'italic', 'Ctrl+B': 'underline', 'Ctrl+C': 'indent', 'Ctrl+H': 'indent'}
toolbar_dict
 {' 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'}
In [24]:
df_toolbar.Event = df_toolbar.Event.apply(lambda x: toolbar_dict[x], axis=1)
---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
Cell In[24], line 1
----> 1 df_toolbar.Event = df_toolbar.Event.apply(lambda x: toolbar_dict[x])

File ~/.local/lib/python3.8/site-packages/pandas/core/series.py:4433, in Series.apply(self, func, convert_dtype, args, **kwargs)
   4323 def apply(
   4324     self,
   4325     func: AggFuncType,
   (...)
   4328     **kwargs,
   4329 ) -> DataFrame | Series:
   4330     """
   4331     Invoke function on values of Series.
   4332 
   (...)
   4431     dtype: float64
   4432     """
-> 4433     return SeriesApply(self, func, convert_dtype, args, kwargs).apply()

File ~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1088, in SeriesApply.apply(self)
   1084 if isinstance(self.f, str):
   1085     # if we are a string, try to dispatch
   1086     return self.apply_str()
-> 1088 return self.apply_standard()

File ~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1143, in SeriesApply.apply_standard(self)
   1137         values = obj.astype(object)._values
   1138         # error: Argument 2 to "map_infer" has incompatible type
   1139         # "Union[Callable[..., Any], str, List[Union[Callable[..., Any], str]],
   1140         # Dict[Hashable, Union[Union[Callable[..., Any], str],
   1141         # List[Union[Callable[..., Any], str]]]]]"; expected
   1142         # "Callable[[Any], Any]"
-> 1143         mapped = lib.map_infer(
   1144             values,
   1145             f,  # type: ignore[arg-type]
   1146             convert=self.convert_dtype,
   1147         )
   1149 if len(mapped) and isinstance(mapped[0], ABCSeries):
   1150     # GH#43986 Need to do list(mapped) in order to get treated as nested
   1151     #  See also GH#25959 regarding EA support
   1152     return obj._constructor_expanddim(list(mapped), index=obj.index)

File ~/.local/lib/python3.8/site-packages/pandas/_libs/lib.pyx:2870, in pandas._libs.lib.map_infer()

Cell In[24], line 1, in <lambda>(x)
----> 1 df_toolbar.Event = df_toolbar.Event.apply(lambda x: toolbar_dict[x])

KeyError: 'Italic'
In [25]:
df_cmd.Event = df_cmd.Event.apply(lambda x: cmd_dict[x], axis=1)
---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
Cell In[25], line 1
----> 1 df_cmd.Event = df_cmd.Event.apply(lambda x: cmd_dict[x])

File ~/.local/lib/python3.8/site-packages/pandas/core/series.py:4433, in Series.apply(self, func, convert_dtype, args, **kwargs)
   4323 def apply(
   4324     self,
   4325     func: AggFuncType,
   (...)
   4328     **kwargs,
   4329 ) -> DataFrame | Series:
   4330     """
   4331     Invoke function on values of Series.
   4332 
   (...)
   4431     dtype: float64
   4432     """
-> 4433     return SeriesApply(self, func, convert_dtype, args, kwargs).apply()

File ~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1088, in SeriesApply.apply(self)
   1084 if isinstance(self.f, str):
   1085     # if we are a string, try to dispatch
   1086     return self.apply_str()
-> 1088 return self.apply_standard()

File ~/.local/lib/python3.8/site-packages/pandas/core/apply.py:1143, in SeriesApply.apply_standard(self)
   1137         values = obj.astype(object)._values
   1138         # error: Argument 2 to "map_infer" has incompatible type
   1139         # "Union[Callable[..., Any], str, List[Union[Callable[..., Any], str]],
   1140         # Dict[Hashable, Union[Union[Callable[..., Any], str],
   1141         # List[Union[Callable[..., Any], str]]]]]"; expected
   1142         # "Callable[[Any], Any]"
-> 1143         mapped = lib.map_infer(
   1144             values,
   1145             f,  # type: ignore[arg-type]
   1146             convert=self.convert_dtype,
   1147         )
   1149 if len(mapped) and isinstance(mapped[0], ABCSeries):
   1150     # GH#43986 Need to do list(mapped) in order to get treated as nested
   1151     #  See also GH#25959 regarding EA support
   1152     return obj._constructor_expanddim(list(mapped), index=obj.index)

File ~/.local/lib/python3.8/site-packages/pandas/_libs/lib.pyx:2870, in pandas._libs.lib.map_infer()

Cell In[25], line 1, in <lambda>(x)
----> 1 df_cmd.Event = df_cmd.Event.apply(lambda x: cmd_dict[x])

KeyError: 'Tab'
In [ ]:
df_toolbar["Type"] = "Toolbar"
df_cmd["Type"] = "Cmd"
df_actions = pd.concat([df_toolbar, df_cmd])
df_actions = df_actions.sort_values(by="Timestamp")
df_actions.head()
In [ ]:
actions_array_num = np.arange(1,len(actions_array)+1)
action_dict = dict(zip(actions_array,actions_array_num))
action_dict
In [ ]:
df_actions.Event = df_actions.Event.apply(lambda x: action_dict[x])
#df_actions.reset_index(drop=True).to_pickle(study_data_path + "../ReRun/clean_data.pkl")
df_actions.reset_index(drop=True).to_pickle("clean_data.pkl")
In [ ]: