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Vineyard
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User Guides

  • Getting Started
  • Architecture
  • Key Concepts
    • Objects
    • Code Generation for Boilerplate
    • Data Accessing
    • Streams in Vineyard
    • I/O Drivers

Cloud-Native

  • Deploy on Kubernetes
  • Vineyard Operator
  • Command-line tool

Tutorials

  • Data processing
    • Sharing Python Objects with Vineyard
    • multiprocessing.shared_memory in Python
    • Distributed Learning with Vineyard
    • Accelerate Data Sharing in Kedro
    • Sharing GPU Memory
  • Vineyard on Kubernetes
    • Use vineyard operator
    • Machine learning with Vineyard on Kubernetes
    • Data sharing with Vineyard on Kubernetes
    • Efficient data sharing in Kubeflow with Vineyard CSI Driver
    • Vineyard + Fluid in Action: Train a Linear Regression Model on ACK
  • Extending vineyard
    • Define Data Types in Python
    • Defining Custom Data Types in C++

Integration

  • Big-data on Vineyard
    • Dask on Vineyard
    • Machine Learning with Vineyard
  • Workflow orchestration
    • Airflow on Vineyard
    • Kedro Vineyard Plugin

API Reference

  • API Reference
    • Python API Reference
    • C++ API Reference
    • Kubernetes CRDs

Developer Guides

  • Getting Involved
    • Building from source
    • Contributing to vineyard
    • Troubleshooting
    • Roadmap
  • Frequently Asked Questions
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All modules for which code is available

  • vineyard
    • vineyard._C
    • vineyard.core.builder
    • vineyard.core.client
    • vineyard.core.driver
    • vineyard.core.resolver
    • vineyard.csi
    • vineyard.deploy.distributed
    • vineyard.deploy.kubernetes
    • vineyard.deploy.local
    • vineyard.io.byte
    • vineyard.io.dataframe
    • vineyard.io.recordbatch
    • vineyard.io.stream
    • vineyard.shared_memory.shared_memory
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