Shared Memory Python Packages

pyopencl

OpenCL integration for Python, plus shiny features

libucx-cu12

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

vineyard

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF, TAG-Storage)

libucx-cu11

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

vineyard-bdist

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF, TAG-Storage)

vineyard-ml

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF, TAG-Storage)

py-sharedmemory

Optimized Python IPC: Uses shared memory to bypass multiprocessing queue I/O bottlenecks, ideal for large data (1MB+) in scientific computing, RL, etc. Reduces system load and improves latency

memee

Cross-model shared memory for AI agents. One canon. Every model, every project, every teammate.

eclipse-ecal

📦 eCAL - enhanced Communication Abstraction Layer. A high performance publish-subscribe, client-server cross-plattform middleware.

iceoryx2

Eclipse iceoryx2™ - true zero-copy inter-process-communication with a Rust core

mtkahypar

Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.

ultradict-wheels

Sychronized, streaming dictionary that uses shared memory as a backend

hakoniwa-pdu

Hakoniwa PDU Python API: A ROS-inspired communication library providing pub/sub and RPC over SharedMemory or WebSocket

cengal-light

General purpose library

ultradict

Sychronized, streaming Python dictionary that uses shared memory as a backend

airflow-provider-vineyard

Vineyard provider for apache-airflow

libucx-cu13

Unified Communication X (mailing list - https://elist.ornl.gov/mailman/listinfo/ucx-group)

cengal

Bytecode manipulation in runtime, true shared memory, async LMDB, async Tkinter, async wxPython, async PySide, async PyQt, async loop with almost preemptive multitasking within the single thread, text parsing, rich introspection, etc.

vineyard-io

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF, TAG-Storage)

engram-team

Agent memory platform.

ataraxis-data-structures

A Python library that provides classes and structures for storing, manipulating, and sharing data between Python processes.

interprocesspyobjects

High-performance and seamless sharing and modification of Python objects between processes, without the periodic overhead of serialization and deserialization. Provides fast inter-process communication (IPC) via shared memory. Supports NumPy, Torch arrays, custom classes (including dataclass), classes with methods, and asyncio

vineyard-dask

Vineyard integration with Dask

vineyard-llm

vineyard (v6d): an in-memory immutable data manager. (Project under CNCF, TAG-Storage)