"""Pluggable GPU substrates (RunPod Flash + Vast.ai verified datacenters). The training worker (``flash.engine.worker``) is substrate-neutral — it reads a JobSpec from the environment, pulls code from the HF dataset repo, and streams artifacts/heartbeats/metrics back to it. Providers differ only in HOW a GPU is priced, provisioned, and torn down. Every provider implements the SAME ``base.Provider`` protocol — that protocol, not the file set, is what makes them interchangeable — and each shares a broadly similar module layout (``providers//{api,auth,pricing, gpus,jobs,train,preflight}.py``), with provider-specific additions where needed (e.g. ``vast/_bootstrap.py``, which has no RunPod analog): runpod serverless Flash endpoints (the original substrate) vast verified-datacenter instances (REST only) This module is the registry: ``get_provider(name)`` / ``PROVIDER_NAMES``. ``allocator.allocate`` is the cross-provider "cheapest GPU that fits" policy that iterates every registered provider. """ from __future__ import annotations from functools import cache from flash.providers.base import Provider # Registry order is also the tie-break preference (runpod is the longest-validated # substrate, so an equal-priced tie prefers it — see allocator.py). PROVIDER_NAMES: tuple[str, ...] = ("runpod", "vast") def get_provider(name: str) -> Provider: """The ``Provider`` singleton for a registered name (raises on unknown).""" # Normalize BEFORE the cache so "RunPod"/"runpod"/" runpod " share one cache entry. return _get_provider((name or "").strip().lower()) @cache def _get_provider(key: str) -> Provider: if key == "runpod": from flash.providers.runpod import PROVIDER return PROVIDER if key == "vast": from flash.providers.vast import PROVIDER return PROVIDER raise KeyError(f"unknown provider {key!r} (known: {', '.join(PROVIDER_NAMES)})") def available_providers() -> tuple[str, ...]: """Provider NAMES usable from this control plane right now: a provider is available when it ``is_configured()`` (creds present + net path). RunPod is the always-on default; Vast needs ``VAST_API_KEY`` (and FLASH_SKIP_NET disables both live paths, keeping offline allocation deterministic).""" return tuple(n for n in PROVIDER_NAMES if get_provider(n).is_configured()) def configured_providers() -> list[Provider]: """The ``Provider`` objects available right now (see ``available_providers``).""" return [get_provider(n) for n in available_providers()]