# Install vineyard with Homebrew In-memory immutable data manager. (Project under CNCF). Version 0.24.4 via Homebrew; verified 2026-06-25. ## Install ```sh sudo av install brew:vineyard ``` Additional install commands: ### macOS - Homebrew (100%): ```sh brew install vineyard ``` Evidence: local Homebrew formula metadata ## Package facts - **Package key:** brew:vineyard - **Package manager:** Homebrew - **Package manager page:** - **Version:** 0.24.4 - **Source summary:** In-memory immutable data manager. (Project under CNCF) - **Homepage:** - **Repository:** - **Upstream docs:** - **License:** Apache-2.0 - **Source archive:** - **Last updated:** 2026-06-25T13:38:11+02:00 - **Generated:** 2026-07-08T18:08:21+00:00 ## Executables - vineyard-graph-loader (cli) - vineyardd (cli) - vineyard-graph-loader (alias) - vineyardd (alias) ## Dependencies - apache-arrow - boost - cpprestsdk - etcd - etcd-cpp-apiv3 - gflags - glog - libgrape-lite - open-mpi ## Build dependencies - cmake - llvm - openssl@3 - python-setuptools - python@3.14 ## Install behavior - Post-install hook: not defined - Bottle: available on arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux ## Freshness - Page generated: 2026-07-08 - Package-manager version: 0.24.4 - Package-manager updated: 2026-06-25 - Local data: ok - Upstream repository: https://github.com/v6d-io/v6d - info: No cached GitHub release or tag data was available. ## Project history and usage Vineyard, also styled v6d, is an in-memory immutable data manager for sharing distributed data between analytics systems without copying it through files or serialization layers. Its own documentation frames it as infrastructure for graph analytics, numerical computing, and machine-learning workflows where intermediate data must move between engines such as GraphScope, Mars, PyTorch, Spark, Hive, Airflow, Flyte, Kubeflow Pipelines, and Kubernetes-native jobs. ### Project history The public GitHub repository was created in October 2020, and the project entered the Cloud Native Computing Foundation sandbox on April 28, 2021. CNCF annual reviews describe the original maintainer base as Alibaba-led, with early focus on high-level distributed objects such as tensors, tables, graphs, and streams, plus polyglot SDKs for C++, Python, and Java. By the 2023 CNCF review, Vineyard had expanded its language and workflow surface to include Python, Go, Rust, Java, Kubernetes integration, workflow-engine integrations, and an academic paper, 'Vineyard: Optimizing Data Sharing in Data-Intensive Analytics,' published at SIGMOD 2023. The project presented itself as a cloud-native object store for complex AI and analytics pipelines where intermediate data exchange is a bottleneck. ### Adoption history CNCF review documents report early adoption and evaluation in GraphScope, Mars-related workflows, the ESRF BLISS environment, and PingAn research platforms. The 2023 review says PingAn Tech had moved Vineyard into production for dataset sharing and management, while StartDT/Qidianyun was evaluating it for Python-centric data processing pipelines. The same CNCF reviews show community growth from the sandbox entry period into 2023, including a reported move from roughly 26 to 40 contributors and from 600-plus to about 750 GitHub stars between the 2022 and 2023 annual reviews. Those figures are self-reported by the project in CNCF governance material rather than independent market-share data. ### How it is used In practice, Vineyard is used as a shared-memory/object-store layer between steps in a data workflow. A producer writes distributed dataframes, tensors, graphs, streams, or other registered object types into Vineyard; consumers in other systems retrieve those objects by id and operate on them without the usual copy-heavy detour through external storage. Its package-nerd niche is cloud-native data plumbing: the command-line and daemon pieces matter less as user-facing utilities than as the runtime substrate behind Python APIs, Kubernetes operators, scheduler plugins, workflow integrations, and data-system connectors. ### Timeline - 2020-10: The v6d-io/v6d repository was created on GitHub. - 2021-04-28: Vineyard was accepted as a CNCF sandbox project. - 2022: CNCF annual review described adoption in GraphScope, Mars-related workflows, ESRF BLISS testing, and PingAn testing. - 2023-06: The Vineyard SIGMOD paper was published with DOI 10.1145/3589780. - 2023: CNCF annual review described PingAn production use, StartDT evaluation, and expanded workflow/Kubernetes integrations. ### Related projects - Vineyard is closely related to GraphScope, Mars, PyData-style dataframe/tensor workflows, Kubernetes, Kubeflow Pipelines, Airflow, Flyte, Spark, Hive, and the CNCF data/batch ecosystem. ### Sources - - - - - ## Security Notes narrow executable package without higher-risk signals. - **Geiger risk:** green / low - narrow executable package without higher-risk signals ## Source Database Details - **Source Database:** Homebrew formula API - **Tap:** homebrew/core - **Full Name:** vineyard - **Version Scheme:** 0 - **Revision:** 8 - **Bottle Stable Root URL:** - **Deprecated:** yes - **Disabled:** no - **Keg Only:** no - **URL Keys:** stable ## Related links - [Cloud CLI packages](https://www.automicvault.com/pkg/cloud-clis/) - Belongs to a cloud or infrastructure command family. - [Terminal utility packages](https://www.automicvault.com/pkg/terminal-utilities/) - Matched terminal and command-line workflow metadata. - [Text processing packages](https://www.automicvault.com/pkg/text-processing-tools/) - Matched text, document, or structured-data processing metadata. - [Networking and protocol packages](https://www.automicvault.com/pkg/networking-protocol-tools/) - Matched network, protocol, or remote-service metadata. - [apache-arrow](https://www.automicvault.com/pkg/brew/apache-arrow/) - Runtime dependency declared by Homebrew. - [etcd](https://www.automicvault.com/pkg/brew/etcd/) - Runtime dependency declared by Homebrew. - [gflags](https://www.automicvault.com/pkg/brew/gflags/) - Runtime dependency declared by Homebrew. - [libgrape-lite](https://www.automicvault.com/pkg/brew/libgrape-lite/) - Runtime dependency declared by Homebrew. - [cmake](https://www.automicvault.com/pkg/brew/cmake/) - Build dependency declared by Homebrew. - [llvm](https://www.automicvault.com/pkg/brew/llvm/) - Build dependency declared by Homebrew. - [openssl@3](https://www.automicvault.com/pkg/brew/openssl-3/) - Build dependency declared by Homebrew. - [stolon](https://www.automicvault.com/pkg/brew/stolon/) - Shares av.db curated category or tags: cli, data, kubernetes. - [tarantool](https://www.automicvault.com/pkg/brew/tarantool/) - Shares av.db curated category or tags: cli, data, in-memory. - [vitess](https://www.automicvault.com/pkg/brew/vitess/) - Shares av.db curated category or tags: cli, data, kubernetes. - [adios2](https://www.automicvault.com/pkg/brew/adios2/) - Shares av.db curated category or tags: cli, data. - [alluxio](https://www.automicvault.com/pkg/brew/alluxio/) - Shares av.db curated category or tags: cli, data. - [anyquery](https://www.automicvault.com/pkg/brew/anyquery/) - Shares av.db curated category or tags: cli, data. - [apache-drill](https://www.automicvault.com/pkg/brew/apache-drill/) - Shares av.db curated category or tags: cli, data. ## Combined YAML source View the package source record on GitHub. [combined/vineyard.yml](https://github.com/automic-vault/db/blob/main/combined/vineyard.yml) ## Sources - Nucleus package database - Geiger risk classifier - package-page enrichment - curated package history - package version freshness - av.db category and tag curation - package relationship graph - cross-ecosystem install command graph