macOS
Homebrew已验证 · 100%
brew install dstacklocal Homebrew formula metadata
安装
其他安装命令
概览
软件包摘要
ML workflow orchestration system designed for reproducibility and collaboration
历史
项目历史与用法
dstack is an open-source control plane and CLI for provisioning and orchestrating GPU and AI workloads across cloud providers, Kubernetes, and on-premises machines. Its package-manager identity is a Python-distributed ML infrastructure tool that gives users a local `dstack` command, a server, and YAML workload definitions.
项目历史
The package trail starts on PyPI in September 2021, while the GitHub repository was created in January 2022. The project evolved from a reproducible ML workflow tool into a broader GPU orchestration system covering development environments, training tasks, services, fleets, volumes, and backends.
By 2026 the README described dstack as a unified control plane for GPU provisioning and orchestration across GPU clouds, Kubernetes, and on-prem clusters, with support for NVIDIA, AMD, Google TPU, and Tenstorrent accelerators. The docs and README also show the project adapting to agentic workflows through dstack skills for tools such as Claude, Codex, and Cursor.
采用历史
Distribution is source-backed through PyPI and Homebrew. PyPI metadata records hundreds of releases and version 0.20.26 in June 2026, while the Homebrew formula uses the same release from the Python source distribution.
Homebrew analytics are modest compared with general-purpose infrastructure tools, but the formula matters because it gives macOS and Linux users a package-manager path into a Python ML orchestration stack without starting from a source checkout.
使用方式
Typical usage starts with installing the CLI or server, running `dstack server`, adding a project with a server URL and token, and applying YAML configurations from a repository. The official README documents `.dstack.yml` workload files and user or server configuration under `~/.dstack`.
The package is aimed at teams that want one workflow for development environments, batch tasks, training jobs, services, and GPU fleet management across different compute backends.
为什么软件包爱好者会关心
dstack is notable as part of the modern wave of ML infrastructure CLIs that package cloud, Kubernetes, GPU scheduling, and developer workflow into a single local command. It sits in the same package-manager lane as tools that developers install before a full platform is available.
For package nerds, its interesting wrinkle is the mix of Python packaging, Homebrew distribution, server configuration, repo-local YAML definitions, and rapidly changing AI accelerator support.
时间线
- 2021-09: PyPI records the first dstack release artifacts.
- 2022-01: The current GitHub repository is created.
- 2025-12: dstack 0.20.0 release line emphasizes fleet-first UX and events.
- 2026-06: PyPI and Homebrew package dstack 0.20.26.
Related projects
- Kubernetes is one of the supported orchestration backends.
- PyPI is the upstream package distribution channel used by the Homebrew formula.
- Claude, Codex, and Cursor are named in the README as agent clients that can use dstack skills.
来源
安全态势
风险级别：orange
infrastructure mutation or orchestration signal.
风险分类器
orange 风险 · 中 置信度 · infrastructure
原因
- infrastructure mutation or orchestration signal
信号
- text:orchestration
安装行为
- formula 元数据中未记录 Homebrew post-install 钩子。
- Homebrew bottle 元数据适用于 6 个平台目标。
- 安装时包含 6 个运行时依赖。
- 构建元数据列出 2 个构建依赖。
建议审查
在无人值守的代理使用前，请检查该工具是否读取明文凭据、写入远程状态、发布制品或调用插件。
local files
Configuration and credential file locations
These source-backed paths show where this package keeps local settings or durable credentials. Automic Vault can use them as review targets for secret scanning, migration, and command approval.
Configuration files
Config paths the tool may read or write during local use.
- Unix
.dstack.yml~/.dstack/config.yml~/.dstack/server/config.yml
Credential files
Credential-bearing paths to review before unattended agent runs.
- Unix
~/.dstack/config.yml~/.dstack/server/config.yml
可执行文件
已安装的可执行文件
| 命令 | 类型 | 暴露范围 | 备注 |
|---|---|---|---|
dstack | cli | 全局可执行文件 |
新鲜度
版本和新鲜度
这些信号区分页生成时间、软件包管理器活动和上游发布比较。只有存在证据 URL 和可比较版本时，才会提示版本落后。
页面生成时间2026-07-10
管理器版本0.20.26
管理器更新时间2026-06-26
本地数据OK
上游not checked
检测到的最新版本未检测到
- 信息Release/tag comparison is only available for GitHub repositories.https://dstack.ai/none 置信度
安装元数据
软件包元数据
| 软件包键 | brew:dstack |
|---|---|
| 版本 | 0.20.26 |
| 软件包管理器 | Homebrew |
| 软件包管理器页面 | https://formulae.brew.sh/formula/dstack |
| 主页 | https://dstack.ai/ |
| 仓库 | https://github.com/dstackai/dstack |
| 上游文档 | https://dstack.ai/docs |
| 许可证 | MPL-2.0 |
| 源码归档 | https://files.pythonhosted.org/packages/10/a2/d8eb5a64439b3932a223f6c8902ee4470a90566f4bd5706bc436aaab865b/dstack-0.20.26.tar.gz |
| 最后更新 | 2026-06-26T23:17:44Z |
| Pulse | updated |
| 依赖 | certifi, cryptography, libsodium, libyaml, python@3.13, rpds-py |
| 构建依赖 | pkgconf, rust |
| Bottle | 可用 (于 arm64_linux, arm64_sequoia, arm64_sonoma, arm64_tahoe, sonoma, x86_64_linux) |
| Homebrew post-install | 未定义 |
| 服务 | 未声明 |
注册表事实
源数据库详情
| Source Database | Homebrew formula API |
|---|---|
| Tap | homebrew/core |
| Full Name | dstack |
| Version Scheme | 0 |
| Revision | 0 |
| Bottle Stable Root URL | https://ghcr.io/v2/homebrew/core |
| Deprecated | no |
| Disabled | no |
| Keg Only | no |
| URL Keys |
|
来源线索
由仓库数据生成
此页面由 av-web 从 scripts/generate-pkg-sqlite.py 生成的私有软件包 SQLite 工件提供。
Combined YAML source
View the package source record on GitHub.
使用的来源
- Geiger risk classifier
- Nucleus package database
- av.db category and tag curation
- cross-ecosystem install command graph
- curated configuration and credential file locations
- curated package history
- package relationship graph
- package version freshness
- package-page enrichment