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278 lines
10 KiB
Python
278 lines
10 KiB
Python
# SPDX-License-Identifier: AGPL-3.0-only
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# Copyright 2026-present the Unsloth AI Inc. team. All rights reserved. See /studio/LICENSE.AGPL-3.0
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"""Install a prebuilt ``sd-cli`` (stable-diffusion.cpp) for the native diffusion
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engine.
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The chat backend ships a prebuilt llama-server; this is the diffusion analogue,
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kept deliberately small. stable-diffusion.cpp publishes per-platform release
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zips (macOS-arm64/Metal, Linux x86_64 CPU, plus Vulkan / ROCm / Windows
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variants), so on the Phase-4 targets (Apple Silicon and CPU) there is nothing to
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compile: resolve the right asset, download, extract into
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``~/.unsloth/stable-diffusion.cpp``, and the engine's finder picks it up.
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``resolve_release_asset`` -- the host -> asset choice -- is a pure function so the
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matching matrix is unit-tested without any network. CUDA / ROCm / XPU hosts stay
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on diffusers and never need this; it exists for the engines diffusers serves
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poorly.
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Usage:
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python studio/install_sd_cpp_prebuilt.py # auto-detect host
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python studio/install_sd_cpp_prebuilt.py --accelerator vulkan
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python studio/install_sd_cpp_prebuilt.py --print-asset # resolve only
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"""
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from __future__ import annotations
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import argparse
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import json
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import os
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import platform
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import stat
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import sys
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import urllib.request
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import zipfile
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from pathlib import Path
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from typing import Optional, Sequence
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REPO = "leejet/stable-diffusion.cpp"
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RELEASES_API = f"https://api.github.com/repos/{REPO}/releases/latest"
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# accelerator -> the token that must appear in a Linux/Windows asset name.
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_LINUX_ACCEL_TOKEN = {"rocm": "rocm", "vulkan": "vulkan"}
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_WINDOWS_ACCEL_TOKEN = {
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"cuda": "cuda12",
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"vulkan": "vulkan",
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"rocm": "rocm",
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"cpu": "avx2",
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"auto": "avx2",
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}
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# Tokens that mark an accelerator-specific Linux build; "auto"/"cpu" want none of them.
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_LINUX_ACCEL_MARKERS = ("rocm", "vulkan", "cuda", "sycl", "musa")
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_ARCH_TOKENS = {
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"x86_64": ("x86_64", "x64", "amd64"),
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"amd64": ("x86_64", "x64", "amd64"),
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"arm64": ("arm64", "aarch64"),
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"aarch64": ("arm64", "aarch64"),
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}
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def _arch_tokens(machine: str) -> tuple[str, ...]:
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return _ARCH_TOKENS.get(machine.lower(), (machine.lower(),))
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def resolve_release_asset(
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asset_names: Sequence[str],
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*,
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system: str,
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machine: str,
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accelerator: str = "auto",
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) -> Optional[str]:
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"""Pick the best release asset for a host, or None if none matches.
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``system`` / ``machine`` are ``platform.system()`` / ``platform.machine()``
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values; ``accelerator`` is ``auto`` (CPU/Metal default), ``vulkan``,
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``rocm``, or ``cuda`` (Windows only). Pure -- the caller passes the release's
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asset name list.
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"""
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system = system.lower()
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accel = accelerator.lower()
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arch = _arch_tokens(machine)
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zips = [
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a for a in asset_names if a.lower().endswith(".zip") and not a.lower().startswith("cudart")
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]
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if system == "darwin":
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pool = [
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a
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for a in zips
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if ("darwin" in a.lower() or "macos" in a.lower()) and any(t in a.lower() for t in arch)
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]
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return pool[0] if pool else None
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if system == "windows":
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pool = [a for a in zips if "bin-win" in a.lower()]
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token = _WINDOWS_ACCEL_TOKEN.get(accel, accel)
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sel = [a for a in pool if token in a.lower()]
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if not sel: # fall back to a plain avx2 CPU build
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sel = [a for a in pool if "avx2" in a.lower()]
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return sel[0] if sel else (pool[0] if pool else None)
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# linux (and anything else unix-like)
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pool = [a for a in zips if "linux" in a.lower() and any(t in a.lower() for t in arch)]
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if accel in _LINUX_ACCEL_TOKEN:
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sel = [a for a in pool if _LINUX_ACCEL_TOKEN[accel] in a.lower()]
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else: # auto / cpu -> the plain build with no accelerator marker
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sel = [a for a in pool if not any(m in a.lower() for m in _LINUX_ACCEL_MARKERS)]
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return sel[0] if sel else None
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def _fetch_latest_release(*, token: Optional[str] = None, timeout: float = 30.0) -> dict:
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"""GET the latest-release JSON from GitHub (token optional, lifts rate limit)."""
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req = urllib.request.Request(RELEASES_API, headers = {"Accept": "application/vnd.github+json"})
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token = token or os.environ.get("GH_TOKEN") or os.environ.get("GITHUB_TOKEN")
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if token:
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req.add_header("Authorization", f"Bearer {token}")
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with urllib.request.urlopen(req, timeout = timeout) as resp: # noqa: S310 (fixed https host)
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return json.loads(resp.read().decode("utf-8"))
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def default_install_dir() -> Path:
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"""``~/.unsloth/stable-diffusion.cpp`` (or under ``UNSLOTH_STUDIO_HOME`` /
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``STUDIO_HOME`` if set), the sibling of the llama.cpp install the finder
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probes."""
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home = os.environ.get("UNSLOTH_STUDIO_HOME") or os.environ.get("STUDIO_HOME")
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base = Path(home).parent if home else Path.home() / ".unsloth"
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return base / "stable-diffusion.cpp"
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def _make_executable(path: Path) -> None:
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mode = path.stat().st_mode
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path.chmod(mode | stat.S_IXUSR | stat.S_IXGRP | stat.S_IXOTH)
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def _locate_sd_cli(root: Path) -> Optional[Path]:
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name = "sd-cli.exe" if sys.platform == "win32" else "sd-cli"
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for p in root.rglob(name):
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if p.is_file():
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return p
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return None
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def _download(
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url: str,
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dest: Path,
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*,
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timeout: float = 300.0,
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) -> None:
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"""Stream ``url`` to ``dest`` with an explicit timeout. ``urlretrieve`` takes no
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timeout and can hang forever on a stalled socket."""
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import shutil
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req = urllib.request.Request(url, headers = {"User-Agent": "unsloth-sd-cpp-installer"})
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with urllib.request.urlopen(req, timeout = timeout) as resp, open(dest, "wb") as f: # noqa: S310
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shutil.copyfileobj(resp, f)
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def _safe_extractall(zf: zipfile.ZipFile, target: Path) -> None:
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"""``extractall`` with a per-member containment check, so an archive carrying an
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absolute path or a ``..`` entry can't write outside ``target`` (Zip-Slip)."""
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base = target.resolve()
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for member in zf.infolist():
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dest = (base / member.filename).resolve()
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if dest != base and base not in dest.parents:
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raise RuntimeError(f"unsafe path in archive: {member.filename!r}")
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zf.extractall(target)
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def _maybe_fetch_windows_cudart(release: dict, chosen: str, target: Path) -> None:
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"""On Windows + a CUDA build, also fetch the separate CUDA-runtime DLL archive.
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Upstream ships the runtime as ``cudart-sd-...-win-cu12-...zip`` (which
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``resolve_release_asset`` filters out); without those DLLs ``sd-cli.exe`` cannot start
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on a machine that does not already have the CUDA runtime installed."""
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if platform.system().lower() != "windows" or "cuda" not in chosen.lower():
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return
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cudart = next(
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(
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a
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for a in release.get("assets", [])
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if a["name"].lower().startswith("cudart") and "win" in a["name"].lower()
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),
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None,
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)
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if cudart is None:
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return
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dest = target / cudart["name"]
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print(f"downloading CUDA runtime {cudart['name']} ...", flush = True)
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try:
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_download(cudart["browser_download_url"], dest)
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with zipfile.ZipFile(dest) as zf:
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_safe_extractall(zf, target)
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finally:
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dest.unlink(missing_ok = True)
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def install(
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*,
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install_dir: Optional[Path] = None,
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accelerator: str = "auto",
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token: Optional[str] = None,
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) -> Path:
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"""Download + extract the prebuilt for this host. Returns the sd-cli path.
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Raises ``RuntimeError`` if no asset matches the host (the caller should then
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build from source) or the archive has no ``sd-cli``.
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"""
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target = install_dir or default_install_dir()
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release = _fetch_latest_release(token = token)
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names = [a["name"] for a in release.get("assets", [])]
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chosen = resolve_release_asset(
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names,
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system = platform.system(),
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machine = platform.machine(),
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accelerator = accelerator,
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)
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if not chosen:
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raise RuntimeError(
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f"No prebuilt sd-cli for {platform.system()}/{platform.machine()} "
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f"(accelerator={accelerator}). Build from source: "
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f"https://github.com/{REPO}"
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)
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url = next(a["browser_download_url"] for a in release["assets"] if a["name"] == chosen)
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target.mkdir(parents = True, exist_ok = True)
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archive = target / chosen
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print(f"downloading {chosen} -> {archive}", flush = True)
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_download(url, archive)
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print("extracting ...", flush = True)
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with zipfile.ZipFile(archive) as zf:
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_safe_extractall(zf, target)
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archive.unlink(missing_ok = True)
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# Windows CUDA builds need the separately-published cudart runtime DLLs.
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_maybe_fetch_windows_cudart(release, chosen, target)
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sd_cli = _locate_sd_cli(target)
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if not sd_cli:
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raise RuntimeError(f"archive {chosen} contained no sd-cli binary")
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if sys.platform != "win32":
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_make_executable(sd_cli)
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print(f"installed sd-cli -> {sd_cli}", flush = True)
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return sd_cli
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def main(argv: Optional[list[str]] = None) -> int:
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p = argparse.ArgumentParser(description = "Install a prebuilt sd-cli (stable-diffusion.cpp).")
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p.add_argument(
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"--accelerator", default = "auto", choices = ["auto", "cpu", "vulkan", "rocm", "cuda"]
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)
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p.add_argument("--install-dir", default = None)
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p.add_argument(
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"--print-asset", action = "store_true", help = "resolve + print the asset, don't download"
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)
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args = p.parse_args(argv)
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if args.print_asset:
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release = _fetch_latest_release()
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names = [a["name"] for a in release.get("assets", [])]
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chosen = resolve_release_asset(
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names,
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system = platform.system(),
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machine = platform.machine(),
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accelerator = args.accelerator,
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)
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print(chosen or "(no matching prebuilt; build from source)")
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return 0 if chosen else 2
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try:
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install(
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install_dir = Path(args.install_dir).expanduser() if args.install_dir else None,
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accelerator = args.accelerator,
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)
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except RuntimeError as exc:
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print(f"error: {exc}", file = sys.stderr)
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return 1
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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