marc21-learn is a toolkit that bridges the gap between the MARC21 data
format and the machine learning library scikit-learn.
This project is developed by the Metadata Department of the German National Library (DNB). It is used for data analysis and for automating metadata workflows (data engineering) as part of automatic content indexing.
Check out the documentation
to learn more about installing and using the marc21-learn toolkit.
Example
The marc21_learn.io module provides a Polars extension that uses the query engine of marc21 to transform records into a rectangular DataFrame:
from marc21_learn.io import read_marc21
sources = "authorities-gnd-*.mrc.gz"
query = "001 AS `cn`, 075{ b AS `gndgen` | 2 == 'gndgen' }"
predicate = "ldr.type == 'z'"
df = read_marc21(sources, query, predicate=predicate)
print(df)
shape: (10_317_327, 2)
┌────────────┬────────┐
│ cn ┆ gndgen │
│ --- ┆ --- │
│ str ┆ str │
╞════════════╪════════╡
│ 040000028 ┆ s │
│ 040000230 ┆ s │
│ 040000303 ┆ s │
│ 040000443 ┆ s │
│ 040000540 ┆ s │
│ … ┆ … │
│ 1403043981 ┆ u │
│ 1403044260 ┆ u │
│ 1403044309 ┆ u │
│ 1403044899 ┆ u │
│ 1403044961 ┆ u │
└────────────┴────────┘
Contributing
All contributors are required to "sign-off" their commits (using git commit -s) to indicate that they have agreed to the Developer Certificate of
Origin.
This project uses a strict no AI / no LLM policy. Please do not use large language models (LLMs) to create issues, patches, pull requests, or comments. Although English is the preferred language, you are welcome to communicate in your native language.
License
This project is licensed under the European Union Public License 1.2.
2 maintainers
Metadata
2 maintainers
Release files for marc21-learn 0.1.0
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Source distribution (sdist)
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| marc21_learn-0.1.0.tar.gz | 504.5 kB | Details |
Built distributions (wheels)
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Release files / marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_x86_64.whl
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Release files / marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_i686.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_i686.whl |
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Release files / marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_armv7l.whl
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Release files / marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_aarch64.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-musllinux_1_2_aarch64.whl |
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl |
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| Size | 984.4 kB |
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl |
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| Size | 933.8 kB |
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl |
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| Size | 832.2 kB |
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 854.6 kB |
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Release files / marc21_learn-0.1.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-manylinux_2_5_i686.manylinux1_i686.whl |
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| Size | 886.4 kB |
| Tags | CPython 3.9 Linux glibc 2.5+ x86-32 abi3 |
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Release files / marc21_learn-0.1.0-cp39-abi3-macosx_11_0_arm64.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-macosx_11_0_arm64.whl |
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Release files / marc21_learn-0.1.0-cp39-abi3-macosx_10_12_x86_64.whl
| Download URL | marc21_learn-0.1.0-cp39-abi3-macosx_10_12_x86_64.whl |
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