{"repo":"morph-kgc/morph-kgc","free":true,"listed":false,"github":"https://github.com/morph-kgc/morph-kgc","clone":"git clone https://github.com/morph-kgc/morph-kgc.git","description":"Powerful RDF Knowledge Graph Generation with RML Mappings","language":"Python","stars":289,"topics":["knowledge-graph","data-integration","rml","r2rml","rdf","database","python","etl","data-engineering","rdf-star"],"license":"Apache-2.0","category":"data-pipelines","readme_excerpt":"Morph-KGC is an engine that constructs RDF knowledge graphs from heterogeneous data sources with the R2RML and RML mapping languages. Morph-KGC is built on top of pandas and it leverages mapping partitions to significantly reduce execution times and memory consumption for large data sources. Features :sparkles: - User-friendly mappings with YARRRML . - Transformation functions with RML-FNML , including Python UDFs . - RDF-star generation with RML-star . - RML views over tabular data sources and JSON files. - Integration with RDFLib , Oxigraph and Kafka. - Optimized to materialize large knowledge graphs. - Remote data and mapping files. - Input data formats: - Relational databases : MySQL, PostgreSQL, Oracle, Microsoft SQL Server, MariaDB, SQLite. - Tabular files : CSV, TSV, Excel, Parquet, Feather, ORC, Stata, SAS, SPSS, ODS. - Hierarchical files : JSON, XML. - In-memory data structures : Python Dictionaries, DataFrames. - Cloud data lake solutions : Databricks, Snowflake. - Property graph databases : Neo4j, Kùzu. Documentation :bookmark tabs: Read the documentation . Tutorial :woman teacher: Learn quickly with the tutorial in Google Colaboratory ! Getting Started :rocket: PyPI is the fastest way to install Morph-KGC: We recommend to use virtual environments to install Morph-KGC. To run the engine via command line you just need to execute the following: Check the documentation to see how to generate the configuration INI file . Here you can also see an example INI file. It is","default_branch":null,"files":null,"tree":[],"storefront":"/r/morph-kgc","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/morph-kgc/morph-kgc/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}