PageRank Algorithm for Graph Databases

• kuzu

  11 1,068 9.9 C++

  Embeddable property graph database management system built for query speed and scalability. Implements Cypher.

  

Not sqlite, but kuzu ( https://github.com/kuzudb/kuzu ) is an interesting project in this space. Fairly new, but already quite impressive IMHO.

• simple-graph

  7 1,329 2.5 Go

  This is a simple graph database in SQLite, inspired by "SQLite as a document database"

SimpleGraph might be worth a look. I've found it useful. https://github.com/dpapathanasiou/simple-graph

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• NetworkX

  61 14,278 9.6 Python

  Network Analysis in Python

  

Common graph databases are network-based for scaling purposes. Sqlite is a in-file database. So just run graph algorithms on a stringifed json stored as a text on sqlite.

See the networkx module for the common graph algorithms https://networkx.org/

• graphdb-testing

  1 35 10.0 C

  Benchmarking various graph databases, engines, datastructures, and data stores.

It's nearly a decade old at this point and probably not optimal even for the time, so there may be better approaches, but here's a few basic algorithms on SQLite. PageRank is at the bottom.

https://github.com/robmccoll/graphdb-testing/blob/master/tes...

The graph is just an indexed edge list with auxiliary tables to support algorithms as needed.

• Apache AGE

  133 2,753 8.9 C

  Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL. (by apache)

  

Don't know about SQLite, https://github.com/apache/age seems very interesting, but it's just a tiny layer on top of Postgres :)

• NetworkXum

  1 11 10.0 Python

  Discontinued A NetworkX-like Python wrapper for graphs persisted in a DBMS

  

But now we just use a pure Graph implementation with NetworkX interface - UKV [2].

[1]: https://github.com/unum-cloud/networkxum

• ustore

  15 497 9.6 C++

  Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

  

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• sqlite3-bfsvtab-ext

  2 17 0.0 C

  A virtual table extension for breadth-first search queries in Sqlite3

This should make it a lot better: https://github.com/abetlen/sqlite3-bfsvtab-ext

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