nested XML to dict/DataFrame
Project description
#as dataframe
#pip install a-pandas-ex-xml2df
#### UPDATE 08.12.2022 - xpath / snippets
from a_pandas_ex_xml2df import pd_add_read_xml_files, xml_to_dict, xml_to_df
import pandas as pd
pd_add_read_xml_files()
df=pd.Q_Xml2df('https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml',add_xpath_and_snippet=True)
print(df[1:6].to_string())
aa_all_keys aa_value aa_file aa_xpath aa_snippet
1 (artist, 0, album, 0, description, link) http://en.wikipedia.org/wiki/The_King_of_Limbs https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml //artist[1]/album[1]/description <description link="http://en.wikipedia.org/wiki/The_King_of_Limbs">
2 (artist, 0, album, 0, song, 0, length) 5:15 https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml //artist[1]/album[1]/song[1] <song length="5:15" title="Bloom"/>
3 (artist, 0, album, 0, song, 0, title) Bloom https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml //artist[1]/album[1]/song[1] <song length="5:15" title="Bloom"/>
4 (artist, 0, album, 0, song, 1, length) 4:41 https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml //artist[1]/album[1]/song[2] <song length="4:41" title="Morning Mr Magpie"/>
5 (artist, 0, album, 0, song, 1, title) Morning Mr Magpie https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml //artist[1]/album[1]/song[2] <song length="4:41" title="Morning Mr Magpie"/>
from a_pandas_ex_xml2df import pd_add_read_xml_files, xml_to_dict, xml_to_df
import pandas as pd
pd_add_read_xml_files()
df=pd.Q_Xml2df('https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml')
pd.Q_Xml2df('https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml')
Out[4]:
aa_all_keys aa_value
level_0 level_1 level_2 level_3 level_4 level_5 level_6
artist 0 album 0.0 description description NaN (artist, 0, album, 0, description, description) \n\tThe King of Limbs is the eighth studio alb...
link NaN (artist, 0, album, 0, description, link) http://en.wikipedia.org/wiki/The_King_of_Limbs
song 0 length (artist, 0, album, 0, song, 0, length) 5:15
title (artist, 0, album, 0, song, 0, title) Bloom
1 length (artist, 0, album, 0, song, 1, length) 4:41
... ...
1 album 1.0 song 9 title (artist, 1, album, 1, song, 9, title) Magic Doors
10 length (artist, 1, album, 1, song, 10, length) 5:45
title (artist, 1, album, 1, song, 10, title) Threads
title NaN NaN (artist, 1, album, 1, title) Third
name NaN NaN NaN NaN (artist, 1, name) Portishead
[98 rows x 2 columns]
#dataframe and dict
xmlfileorstrin11 = r"C:\Users\Gamer\Documents\Downloads\00000001_untouched.xml"
link='https://gist.githubusercontent.com/jasonbaldridge/2597611/raw/c2c6a072c7d018c35aefad6b4739ac75247e5d92/music.xml'
uu1=xml_to_dict(xmlfileorstrin11)
uu11=xml_to_df(xmlfileorstrin11)
with open(xmlfileorstrin11,encoding='utf-8') as f:
xmlfileorstring = f.read()
uu2=xml_to_dict(xmlfileorstrin11)
uu22=xml_to_df(xmlfileorstrin11)
uu3=xml_to_dict(link)
uu33=xml_to_df(link)
uu1
Out[12]:
{'folder': 'data',
'filename': '00000001_untouched.png',
'path': None,
'source': {'database': 'Unknown'},
'size': {'width': 1920, 'height': 1080, 'depth': 3},
'segmented': 0,
'object': [{'name': 'search_bar',
'pose': 'Unspecified',
'truncated': 0,
'occluded': 0,
'difficult': 0,
'bndbox': {'xmin': 753, 'ymin': 8, 'xmax': 1172, 'ymax': 52}},
{'name': 'home_text',
'pose': 'Unspecified',
'truncated': 0,
'occluded': 0,
'difficult': 0,
'bndbox': {'xmin': 42, 'ymin': 5, 'xmax': 158, 'ymax': 55}},
{'name': 'add_friends',
'pose': 'Unspecified',
'truncated': 0,
'occluded': 0,
'difficult': 0,
'bndbox': {'xmin': 44, 'ymin': 185, 'xmax': 152, 'ymax': 310}}]}
uu11
Out[14]:
aa_all_keys aa_value
level_0 level_1 level_2 level_3
filename NaN NaN NaN (filename,) 00000001_untouched.png
folder NaN NaN NaN (folder,) data
object 0 bndbox xmax (object, 0, bndbox, xmax) 1172
xmin (object, 0, bndbox, xmin) 753
ymax (object, 0, bndbox, ymax) 52
ymin (object, 0, bndbox, ymin) 8
difficult NaN (object, 0, difficult) 0
name NaN (object, 0, name) search_bar
occluded NaN (object, 0, occluded) 0
pose NaN (object, 0, pose) Unspecified
truncated NaN (object, 0, truncated) 0
1 bndbox xmax (object, 1, bndbox, xmax) 158
xmin (object, 1, bndbox, xmin) 42
ymax (object, 1, bndbox, ymax) 55
ymin (object, 1, bndbox, ymin) 5
difficult NaN (object, 1, difficult) 0
name NaN (object, 1, name) home_text
occluded NaN (object, 1, occluded) 0
pose NaN (object, 1, pose) Unspecified
truncated NaN (object, 1, truncated) 0
2 bndbox xmax (object, 2, bndbox, xmax) 152
xmin (object, 2, bndbox, xmin) 44
ymax (object, 2, bndbox, ymax) 310
ymin (object, 2, bndbox, ymin) 185
difficult NaN (object, 2, difficult) 0
name NaN (object, 2, name) add_friends
occluded NaN (object, 2, occluded) 0
pose NaN (object, 2, pose) Unspecified
truncated NaN (object, 2, truncated) 0
path NaN NaN NaN (path,) None
segmented NaN NaN NaN (segmented,) 0
size depth NaN NaN (size, depth) 3
height NaN NaN (size, height) 1080
width NaN NaN (size, width) 1920
source database NaN NaN (source, database) Unknown
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