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Node-based data processing and graph computation library

Project description

xwnode

Graph-based data engine with one API. 60+ node strategies, 30+ edge/graph representations, and 35+ query languages behind a single interface; AUTO mode picks the right strategy.

Full features and DX: README_LONG.md.

Company: eXonware.com · Author: eXonware Backend Team · Email: connect@exonware.com
Version: See version.py or PyPI. · Updated: See version.py (__date__)

Status Python License


Install

Install What you get When to use
pip install exonware-xwnode Lite — core only Minimal footprint.
pip install exonware-xwnode[lazy] Lazy — missing deps on first use Development.
pip install exonware-xwnode[full] Full — common strategies pre-installed Production or CI.

Requires xwsystem. Same package; [lazy] and [full] are extras.


Quick start

from exonware.xwnode import XWNode

node = XWNode.from_native({
    'users': [{'name': 'Alice', 'age': 30, 'city': 'NYC'}, {'name': 'Bob', 'age': 25, 'city': 'LA'}],
    'products': {'laptop': {'price': 1000}, 'phone': {'price': 500}}
})

print(node['users'][0]['name'].value)   # Alice
results = node.query("SELECT * FROM users WHERE age > 25")
node.add_edge('Alice', 'Bob', {'relationship': 'friend'})
friends = node.neighbors('Alice')

Choose strategy: XWNode(mode=NodeMode.HASH_MAP), NodeMode.LSM_TREE, EdgeMode.COMPRESSED_GRAPH, EdgeMode.HNSW, or NodeMode.AUTO. See REF_14_DX and REF_15_API.


What you get

Area What's in it
Node strategies Many data structures (HashMap, OrderedMap, LSM Tree, B+ Tree, Trie, Bloom Filter, Learned Index, …) behind one API.
Edge strategies Graph representations (adjacency, compressed graph, HNSW, R-Tree, QuadTree, temporal, …).
Query 35+ languages (SQL, GraphQL, Cypher, XPath, …) via xwquery integration.
Production WAL, Bloom filters, lock-free options, AUTO strategy selection.

Current status and roadmap: REF_22_PROJECT. Full strategy list and examples: REF_15_API, docs/.


Docs and tests


License and links

MIT — see LICENSE.

Contributing → CONTRIBUTING.md · Security → SECURITY.md (when present).

Built with ❤️ by eXonware.com - Revolutionizing Python Development Since 2025

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