from matchescu.data_sources import CsvDataSource
matchescu-reference-extraction
This package implements an entity reference extraction subsystem for entity resolution. The main concepts that are relevant here are:
- a generic attribute-based data record implementation (can access data by
strorintkey), - various
data_sourceswhich support reading records from different data stores, and - generic
extraction_enginesthat convert data records to entity references.
Development
Run the following commands to ensure you have a proper environment.
$ pyenv install 3.12
$ poetry install
$ poetry run pytest
When you contribute code, open a new feature/* or hotfix/* branch.
Usage
from matchescu.data_sources import CsvDataSource
from matchescu.extraction import Traits
traits = list(
Traits().int(["id"])
.string(["name", "description", "manufacturer"])
.currency(["price"])
)
csv = CsvDataSource("./path/to/csv/file", list(traits))
Metadata
Release files for matchescu-reference-extraction 0.9.11
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| matchescu_reference_extraction-0.9.11.tar.gz | 4.1 kB | Without provenance | Details for matchescu_reference_extraction-0.9.11.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| matchescu_reference_extraction-0.9.11-py3-none-any.whl | Python 3 | none | any | Details for matchescu_reference_extraction-0.9.11-py3-none-any.whl |
Total release size: 11.1 kB
Release files / matchescu_reference_extraction-0.9.11.tar.gz
| Download URL | matchescu_reference_extraction-0.9.11.tar.gz |
|---|---|
| Size | 4.1 kB |
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Release files / matchescu_reference_extraction-0.9.11-py3-none-any.whl
| Download URL | matchescu_reference_extraction-0.9.11-py3-none-any.whl |
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| Size | 7.0 kB |
| Tags | Python 3 |
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Security for matchescu-reference-extraction 0.9.11
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