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searchi/tools/embeddinggemma2/package_smoke.py
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99 lines
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Python

"""Verify a real Windows package and its default-mode no-GPU CPU inference.
No desktop UI or GPU inference is exercised. The upstream Vulkan provider is
disabled only inside the child process to expose a genuinely CPU-only registry.
"""
import argparse
import hashlib
import json
import math
import os
from pathlib import Path
import subprocess
import tempfile
import time
import zipfile
ROOT = Path(__file__).resolve().parents[2]
def main():
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--archive", type=Path, default=ROOT / ".searchi/packages/searchi-windows.zip")
parser.add_argument("--models", type=Path, default=ROOT / ".searchi/models/embeddinggemma2")
parser.add_argument("--output", type=Path, default=ROOT / ".searchi/packages/smoke.json")
parser.add_argument("--baseline", action="store_true", help="Extract only the baseline CPU module to test the packaged fallback")
parser.add_argument("--role", choices=("indexing", "query"), default="indexing")
args = parser.parse_args()
manifest = json.loads(Path(__file__).with_name("model-manifest.json").read_text())
model = args.models / manifest["files"][0]["path"]
with model.open("rb") as stream:
assert hashlib.file_digest(stream, "sha256").hexdigest() == manifest["files"][0]["sha256"]
parent = ROOT / ".searchi/packages"
parent.mkdir(parents=True, exist_ok=True)
with tempfile.TemporaryDirectory(prefix="smoke-Gemäß_日本_😀-", dir=parent) as folder:
target = Path(folder).resolve()
assert target.is_relative_to(parent.resolve())
with zipfile.ZipFile(args.archive) as archive:
package = json.loads(archive.read("PACKAGE.json"))
for record in package["files"]:
path = target / record["path"]
assert path.resolve().is_relative_to(target)
data = archive.read(record["path"])
assert len(data) == record["bytes"]
assert hashlib.sha256(data).hexdigest() == record["sha256"]
if args.baseline and record["path"].startswith("ggml-cpu-") and record["path"] != "ggml-cpu-x64.dll":
continue
path.parent.mkdir(parents=True, exist_ok=True)
path.write_bytes(data)
environment = dict(os.environ, GGML_DISABLE_VULKAN="1")
environment.pop("SEARCHI_FORCE_CPU", None)
started = time.perf_counter()
worker = subprocess.Popen([str(target / "searchi-gemma-worker.exe"), "--model", str(model),
"--threads", "1", "--device", "auto", "--role", args.role], stdin=subprocess.PIPE, stdout=subprocess.PIPE,
stderr=subprocess.PIPE, text=True, encoding="utf-8", env=environment,
creationflags=subprocess.CREATE_NO_WINDOW)
request = json.dumps({"op": "code_query", "text": "retry failed requests with exponential backoff"}) + "\n"
try:
stdout, stderr = worker.communicate(request, timeout=120)
except BaseException:
worker.kill()
worker.wait(timeout=10)
raise
assert worker.returncode == 0, f"Worker exit {worker.returncode:#x}: {stderr}"
worker_duration_ms = (time.perf_counter()-started)*1000
hello, result = [json.loads(line) for line in stdout.splitlines()]
assert hello["ready"] and hello["device"] == "cpu" and result["device"] == "cpu" and result["ok"]
assert hello.get("vulkan_module_loaded") is False
assert hello.get("role") == args.role
assert hello.get("context_tokens") == (512 if args.role == "query" else 2048)
if args.baseline:
assert hello.get("cpu_backend_module") == "ggml-cpu-x64.dll"
vector = result["vectors"][0]
assert len(vector) == 768 and all(math.isfinite(x) for x in vector)
assert abs(sum(x*x for x in vector) - 1) < 0.0001
decoder = subprocess.run([str(target / "media-runtime/bin/ffprobe.exe"), "-version"],
env=dict(os.environ, SEARCHI_FORCE_CPU="1"), capture_output=True, text=True,
creationflags=subprocess.CREATE_NO_WINDOW, check=True, timeout=30)
with args.archive.open("rb") as stream:
archive_checksum = hashlib.file_digest(stream, "sha256").hexdigest()
report = {"architecture": package["architecture"], "verified_files": len(package["files"]),
"cpu_backend_module": hello.get("cpu_backend_module"),
"vulkan_module_loaded": hello.get("vulkan_module_loaded"),
"baseline_only": args.baseline,
"worker_role": hello["role"], "context_tokens": hello["context_tokens"],
"unicode_extraction_directory": True,
"archive_sha256": archive_checksum,
"worker_requested_device": "auto", "worker_actual_device": hello["device"],
"no_gpu_condition": "GGML_DISABLE_VULKAN=1 only in child; SEARCHI_FORCE_CPU absent",
"worker_startup_query_and_exit_ms": worker_duration_ms,
"query_dimensions": len(vector), "decoder": decoder.stdout.splitlines()[0],
"scope": "Real packaged worker default-mode CPU fallback with disabled provider; no GPU, native UI or clean-machine certification"}
args.output.parent.mkdir(parents=True, exist_ok=True)
args.output.write_text(json.dumps(report, indent=2)+"\n")
print(json.dumps(report, indent=2))
if __name__ == "__main__":
main()