Spaces:
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1cf3825 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 | """Deploy the view-aware OOD cascade to the production HF Space.
What this ships:
- dashboard.py (modified: step 2c view-aware suppression override)
- src/research/view_router.py (NEW dependency imported by dashboard.py)
Why it's safe:
- The dashboard.py import is guarded by try/except, so if the Space
image were missing view_router.py the pipeline would silently fall
back to the original behaviour. Uploading view_router.py FIRST then
dashboard.py removes that risk entirely.
- VIEW_AWARE_CASCADE_DISABLE=1 reverts to the prior behaviour
instantly without a redeploy.
- HfApi.upload_file is atomic per file and triggers an automatic
Space rebuild.
Usage:
python scripts/deploy_view_aware_to_space.py
HF_TOKEN env var must have WRITE scope on anannyavyas1/Tri-Netra-AI.
"""
from __future__ import annotations
import os
import sys
import time
from pathlib import Path
ROOT = Path(__file__).resolve().parent.parent
REPO_ID = 'anannyavyas1/Tri-Netra-AI'
REPO_TYPE = 'space'
# Order matters: ship the dependency BEFORE the importer.
UPLOAD_ORDER = [
('src/research/view_router.py', 'src/research/view_router.py'),
('dashboard.py', 'dashboard.py'),
]
def main():
token = os.environ.get('HF_TOKEN')
if not token:
sys.exit('ERROR: HF_TOKEN env var missing. Need a WRITE-scoped token.')
try:
from huggingface_hub import HfApi
except ImportError:
sys.exit('ERROR: pip install huggingface_hub')
api = HfApi(token=token)
print(f'[deploy] repo={REPO_ID} type={REPO_TYPE}')
for local_rel, repo_rel in UPLOAD_ORDER:
local = ROOT / local_rel
if not local.exists():
sys.exit(f'ERROR: local file missing: {local}')
size_kb = local.stat().st_size / 1024
print(f'[upload] {local_rel} -> {REPO_ID}:{repo_rel} ({size_kb:.1f} KB)', flush=True)
t0 = time.perf_counter()
try:
api.upload_file(
path_or_fileobj=str(local),
path_in_repo=repo_rel,
repo_id=REPO_ID,
repo_type=REPO_TYPE,
commit_message=(
f'feat: view-aware OOD cascade '
f'({"view_router module" if "view_router" in repo_rel else "dashboard step 2c override"})'
),
)
except Exception as exc:
sys.exit(f' FAILED: {type(exc).__name__}: {exc}')
print(f' done in {time.perf_counter()-t0:.1f}s')
print()
print('=== deploy summary ===')
print(f' repo: {REPO_ID}')
print(f' files: {len(UPLOAD_ORDER)}')
print(f' next: Space will rebuild automatically (Docker SDK).')
print(f' url: https://huggingface.co/spaces/{REPO_ID}')
print()
print('Post-deploy checks:')
print(f' 1. Watch build logs: https://huggingface.co/spaces/{REPO_ID}?logs=container')
print(f' 2. Liveness: GET /health')
print(f' 3. Sanity probe: POST /explain with a sample, check the JSON')
print(f' payload contains seg["view_detection"].')
print(f' 4. Off-switch test (if needed): set VIEW_AWARE_CASCADE_DISABLE=1 in')
print(f' Space Settings > Variables, redeploy.')
if __name__ == '__main__':
main()
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