|
|
|
|
Extract the MODS/ALTO metadata of a bunch of METS/ALTO files into pandas DataFrames.
|
|
|
|
|
|
|
|
|
|
[](https://circleci.com/gh/qurator-spk/mods4pandas)
|
|
|
|
|
|
|
|
|
|
**mods4pandas** converts the MODS metadata from METS files into a pandas DataFrame.
|
|
|
|
|
|
|
|
|
|
Column names are derived from the corresponding MODS elements. Some domain
|
|
|
|
|
knowledge is used to convert elements to a useful column, e.g. produce sets
|
|
|
|
|
instead of ordered lists for topics, etc. Parts of the tool are specific to
|
|
|
|
|
our environment/needs at the State Library Berlin and may need to be changed for
|
|
|
|
|
your library.
|
|
|
|
|
|
|
|
|
|
**alto4pandas** converts the metadata from ALTO files into a pandas DataFrame.
|
|
|
|
|
|
|
|
|
|
Column names are derived from the corresponding ALTO elements. Some columns
|
|
|
|
|
contain descriptive statistics (e.g. counts or mean) of the corresponding ALTO
|
|
|
|
|
elements or attributes.
|
|
|
|
|
|
|
|
|
|
## Usage
|
|
|
|
|
~~~
|
|
|
|
|
mods4pandas /path/to/a/directory/containing/mets_files
|
|
|
|
|
~~~
|
|
|
|
|
|
|
|
|
|
~~~
|
|
|
|
|
alto4pandas /path/to/a/directory/full/of/alto_files
|
|
|
|
|
~~~
|
|
|
|
|
|
|
|
|
|
## Example
|
|
|
|
|
In this example we convert the MODS metadata contained in the METS files in
|
|
|
|
|
`/srv/data/digisam_mets-sample-300` to a pandas DataFrame under
|
|
|
|
|
`mods_info_df.pkl`. This file can then be read by your data scientist using
|
|
|
|
|
`pd.read_pickle()`.
|
|
|
|
|
|
|
|
|
|
~~~
|
|
|
|
|
% mods4pandas /srv/data/digisam_mets-sample-300
|
|
|
|
|
INFO:root:Scanning directory /srv/data/digisam_mets-sample-300
|
|
|
|
|
301it [00:00, 19579.19it/s]
|
|
|
|
|
INFO:root:Processing METS files
|
|
|
|
|
100%|████████████████████████████████████████| 301/301 [00:01<00:00, 162.59it/s]
|
|
|
|
|
INFO:root:Writing DataFrame to mods_info_df.pkl
|
|
|
|
|
~~~
|
|
|
|
|
|
|
|
|
|
In the next example we convert the metadata from the ALTO files in the test data
|
|
|
|
|
directory:
|
|
|
|
|
|
|
|
|
|
~~~
|
|
|
|
|
% alto4pandas qurator/mods4pandas/tests/data/alto
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/PPN636777308
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/734008031
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/PPN895016346
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/PPN640992293
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/alto-ner
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/PPN767883624
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/PPN715049151
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/749782137
|
|
|
|
|
Scanning directory qurator/mods4pandas/tests/data/alto/weird-ns
|
|
|
|
|
INFO:alto4pandas:Processing ALTO files
|
|
|
|
|
INFO:alto4pandas:Writing DataFrame to alto_info_df.pkl
|
|
|
|
|
~~~
|
