Introduction
Liken is a library providing enhanced deduplication tooling for DataFrames.
The key features are:
- Near deduplication tooling
- Exploratory duplicate-rate profiling
- Fuzzy string matching deduper
- TF-IDF tokenization deduper
- LSH tokenization deduper
- Jaccard set deduper
- Cosine set deduper
- Pandas API extension
- Composable, rules-based, deduplication pipelines
- Predicate dedupers for rules
- Record linkage and canonicalization
- Built-in Preprocessors
- Pandas, Polars, Modin, Ray, Dask and PySpark support
- Customizable in pure Python
- Synthetic record creation
- Easy to understand syntax
- Dummy datasets for practice
A flexible API
Checkout the API Documentation
Installation
uv pip install liken
Example
import liken as lk
df = lk.dedupe(df).apply(lk.fuzzy()).drop_duplicates("address")
License
This project is licensed under the Apache-2.0 License. See the LICENSE file for more details.
1 maintainer
Metadata
1 maintainer
Release files for liken 0.13.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| liken-0.13.0.tar.gz | 52.5 kB | Without provenance | Details for liken-0.13.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| liken-0.13.0-py3-none-any.whl | Python 3 | none | any | Details for liken-0.13.0-py3-none-any.whl |
Total release size: 136.6 kB
Release files / liken-0.13.0.tar.gz
| Download URL | liken-0.13.0.tar.gz |
|---|---|
| Size | 52.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
f8c753eb265365052129ac41b6640bcffa5ebe385a87996fd6a053caaf8af44b
|
|
BLAKE2b-256 checksum How to use checksums |
7049b5c27a12be9c9e15ef88f1acb0b417011c5200baa32651628a5849f3a930
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.12.17 {"installer":{"name":"uv","version":"0.12.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / liken-0.13.0-py3-none-any.whl
| Download URL | liken-0.13.0-py3-none-any.whl |
|---|---|
| Size | 84.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
c2b27762ff8d6086ae5df3c8f6fac033a72c9252523fa17cc397e26c6e053e55
|
|
BLAKE2b-256 checksum How to use checksums |
6943469915a9fb82299f571c947d0e02ab36c1def27169c1211a139e6c8aced7
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.12.17 {"installer":{"name":"uv","version":"0.12.17","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Security for liken 0.13.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
