dstack AGENTS.md

Repository Guidelines

Before touching a subsystem, read the relevant notes in contributing/: ARCHITECTURE.md, PIPELINES.md, LOCKING.md, MIGRATIONS.md, RUNS-AND-JOBS.md, AUTOSCALING.md, BACKENDS.md, GPUHUNT.md, PROXY.md, RUNNER-AND-SHIM.md, FRONTEND.md, DOCS.md, DEVELOPMENT.md, RELEASE.md.

Project Structure & Module Organization

• Core Python package lives in src/dstack; internal modules (including server) sit under _internal, API surfaces under api, and plugin integrations under plugins.
• Tests reside in src/tests and mirror package paths; add new suites alongside the code they cover.
• Frontend lives in frontend (React/webpack) and is built into src/dstack/_internal/server/statics.
• Docs sources are in mkdocs/docs/ with extra contributor notes in contributing/*.md.

Build, Test, and Development Commands

• Install deps (editable package with extras): uv sync --all-extras (uses .venv in repo).
• Run CLI/server from source: uv run dstack ... (e.g., uv run dstack server --port 8000).
• Lint/format: uv run ruff check . and uv run ruff format ..
• Type check: uv run pyright -p ..
• Test suite: uv run pytest.
• Frontend: from frontend/ run npm install, npm run build, then copy frontend/build into src/dstack/_internal/server/statics/; for dev, npm run start with API on port 8000.

Coding Style & Naming Conventions

• Python targets 3.10+ with 4-space indentation and max line length of 99 (see pyproject.toml; E501 is ignored but keep lines readable).
• Imports are sorted via Ruff’s isort settings (dstack treated as first-party).
• Keep primary/public functions before local helper functions in a module section.
• Roughly keep function definitions in the order they are referenced within a file so call flow stays easy to follow.
• Prefer early returns over nested if/else blocks when they make the control flow simpler.
• Keep private classes, exceptions, and similar implementation-specific types close to the private functions that use them unless they are shared more broadly in the module.
• Prefer pydantic-style models in core/models.
• Document attributes when the note adds behavior, compatibility, or semantic context that is not obvious from the name and type. Use attribute docstrings without leading newline.
• Tests use test_*.py modules and test_* functions; fixtures live near usage.
• Never make network calls inside a DB session or transaction. Fetch what you need before opening the session, or commit and close it before the call.
• Don't use function-level (inner) imports to break circular imports. Inject the dependency or move the shared code to a lower-level module instead.
• Never edit a migration that has already been applied or released; add a new migration instead.
• Derive paths under SERVER_DIR_PATH on access (a get_* function), not as module-level constants, so that patching settings.SERVER_DIR_PATH redirects all of them. Tests rely on this to keep server state out of the real ~/.dstack.
• Preserve client/server backward compatibility when updating Pydantic models. New fields must be excluded from client requests when unset, for compatibility with older servers (see core/compatibility/*.py). If the allowed domain/type of an existing field is extended, server responses may need to be patched for older clients (see server/compatibility/*.py). No need to exclude new fields from server responses, since clients rely on validate_extra_ignore.