Download code/flash/providers/preflight.py from DavidBShan/flashc-q2-sft: direct link, hf CLI and curl.
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https://huggingface.co/datasets/DavidBShan/flashc-q2-sft/resolve/main/code/flash/providers/preflight.py
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curl -L -o preflight.py https://huggingface.co/datasets/DavidBShan/flashc-q2-sft/resolve/main/code/flash/providers/preflight.py
3.33 kB
| """Cross-provider startup preflight. | |
| ``check_run_preflight`` aggregates EVERY selected provider's missing-config problems | |
| (RunPod is the default substrate; Vast only when configured/pinned) plus the shared | |
| Hugging Face dataset-repo requirements, so a single startup error lists everything | |
| missing. The per-provider key checks live in ``flash.providers.<name>.preflight``. | |
| """ | |
| from __future__ import annotations | |
| import os | |
| from flash.providers.runpod.preflight import ( | |
| PreflightError, | |
| missing_credentials, | |
| ) | |
| __all__ = [ | |
| "PreflightError", | |
| "check_run_preflight", | |
| ] | |
| def _missing_hf_credentials() -> list[str]: | |
| """Shared run infra every substrate needs: the HF write token, plus PRIME_API_KEY (the | |
| worker ``prime env install``s the run's Hub env regardless of the GPU provider). The HF | |
| dataset repo is per-run (``[train] hf_repo``), not an operator var.""" | |
| problems: list[str] = [] | |
| if not os.environ.get("PRIME_API_KEY"): | |
| problems.append( | |
| " - PRIME_API_KEY: a Prime Intellect API key; the GPU worker uses it to " | |
| "`prime env install` the run's Hub environment (public + private), e.g. " | |
| "`export PRIME_API_KEY=pit_...`" | |
| ) | |
| if not os.environ.get("HF_TOKEN"): | |
| problems.append( | |
| " - HF_TOKEN: a token with write access to each run's " | |
| "`[train] hf_repo`, e.g. `export HF_TOKEN=hf_...`" | |
| ) | |
| return problems | |
| def _preflight_provider_names() -> set[str]: | |
| """The providers whose operator config this control plane must satisfy. RunPod is always | |
| required (the default substrate); Vast is opt-in (preflighted only when VAST_API_KEY signals | |
| intent).""" | |
| names = {"runpod"} # always-on default substrate | |
| if os.environ.get("VAST_API_KEY"): | |
| names.add("vast") # opt-in: a partial vast config signals intent | |
| return names | |
| def check_run_preflight(require_hf: bool = True) -> None: | |
| """Validate operator config across the configured providers; raise on missing. | |
| Only the providers this control plane actually uses are checked: RunPod's requirements | |
| (RUNPOD_API_KEY + the shared PRIME_API_KEY/HF_TOKEN) are always checked, and a configured | |
| Vast key (VAST_API_KEY) adds its own check. The HF dataset repo is per-run | |
| (``[train] hf_repo``), not an operator var. | |
| """ | |
| selected = _preflight_provider_names() | |
| problems: list[str] = [] | |
| # The HF write token is SHARED run infra (every substrate streams artifacts through HF), | |
| # so it is checked once regardless of which providers are selected — a Vast-only plane | |
| # still needs it. Each provider check is asked for its keys only (require_hf=False) so HF | |
| # isn't double-reported. The HF dataset repo itself is per-run (``[train] hf_repo``). | |
| if "runpod" in selected: | |
| problems += missing_credentials(require_hf=False) | |
| if "vast" in selected: | |
| from flash.providers.vast.preflight import missing_credentials as vast_missing | |
| problems += vast_missing(require_hf=False) | |
| if require_hf: | |
| problems += _missing_hf_credentials() | |
| if problems: | |
| raise PreflightError( | |
| "the Flash control plane is missing required operator configuration:\n" | |
| + "\n".join(problems) | |
| + "\n\nSet these on the control-plane host." | |
| ) | |