RdfPandas
RdfPandas is a module providing RDF support for Pandas. It consists of two simple functions for Graph to DataFrame conversion and DataFrame to Graph conversion.
Getting Started
For more information about Resource Description Framework (RDF) and Pandas see:
Pandas: https://pandas.pydata.org/
Prerequisites
You will need Python 3 to use Pandas and RdfPandas.
Installation
pip install rdfpandas
Usage
Creating RDF from DataFrame
As of version 1.1.0 NamespaceManager can be supplied to rdflib.to_graph for conversion to Graph.
from rdfpandas.graph import to_graph
import pandas as pd
import rdflib
df = pd.read_csv('to_graph_test.csv', index_col = '@id', keep_default_na = False)
namespace_manager = NamespaceManager(Graph())
namespace_manager.bind('skos', SKOS)
namespace_manager.bind('rdfpandas', Namespace('http://github.com/cadmiumkitty/rdfpandas/'))
g = to_graph(df, namespace_manager)
s = g.serialize(format = 'turtle')
Creating DataFrame from RDF
from rdfpandas.graph import to_dataframe
import pandas as pd
import rdflib
g = rdflib.Graph()
g.parse('to_df_test.ttl', format = 'ttl')
df = to_dataframe(g)
df.to_csv('test.csv', index = True, index_label = "@id")
Gotchas
No special effort is made for dealing with types, so please be aware of Pandas features such as https://pandas.pydata.org/pandas-docs/stable/user_guide/gotchas.html#support-for-integer-na that may result in surprising RDF statements like "10.0"^^<xsd:integer>.
Metadata
Release files for rdfpandas 1.1.7
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| rdfpandas-1.1.7.tar.gz | 7.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| rdfpandas-1.1.7-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 13.4 kB
Release files / rdfpandas-1.1.7.tar.gz
| Download URL | rdfpandas-1.1.7.tar.gz |
|---|---|
| Size | 7.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
640bcfd3857c785373edcd1d952131a1a4b699d68ef5b72b631838e2028357b2
|
|
BLAKE2b-256 checksum How to use checksums |
979a1eb28f8af4a7f4bec6b2d4b8d71e10284c59321beb218f7fc85bec7b8a52
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.12.6
|
Release files / rdfpandas-1.1.7-py3-none-any.whl
| Download URL | rdfpandas-1.1.7-py3-none-any.whl |
|---|---|
| Size | 5.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
20f41c93c63021e07fe87759e239903ed8cbac9b938a9626b6c80f192be70aab
|
|
BLAKE2b-256 checksum How to use checksums |
49c33aa7f33a2741b840aed3d739a3f3a3127c220aee6263e77f34802b24479e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.1.1 CPython/3.12.6
|