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Stanislav
commited on
Commit
·
24ec3e7
1
Parent(s):
7d6bd1b
feat: changed tmp dir for all
Browse files- run_fastapi.py +23 -12
run_fastapi.py
CHANGED
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@@ -15,31 +15,42 @@ from models.dino import DinoWrapper
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from huggingface_hub import hf_hub_download
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print("WRITE to ./weights:", os.access("weights", os.W_OK))
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print("WRITE to /tmp:", os.access("/tmp", os.W_OK))
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# ---
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app = FastAPI()
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init_db()
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# ---
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app.mount("/outputs", StaticFiles(directory="outputs"), name="outputs")
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app.mount("/static", StaticFiles(directory="static"), name="static")
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templates = Jinja2Templates(directory="templates")
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# ===
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FILENAME = "sam_vit_b_01ec64.pth"
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REPO_ID = "stkrk/sam-vit-b-checkpoint"
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MODEL_PATH = os.path.join(MODEL_DIR, FILENAME)
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# Download if not exists locally
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if not os.path.exists(MODEL_PATH):
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print(f"Model not found locally. Downloading from {REPO_ID}...")
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cached_path = hf_hub_download(
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repo_id=REPO_ID,
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filename=FILENAME,
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cache_dir=
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local_dir_use_symlinks=False
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)
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shutil.copy(cached_path, MODEL_PATH)
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@@ -47,11 +58,11 @@ if not os.path.exists(MODEL_PATH):
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else:
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print(f"Model already exists at {MODEL_PATH}.")
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# ---
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sam = SamWrapper(
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dino = DinoWrapper()
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from huggingface_hub import hf_hub_download
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# Check write permissions
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print("WRITE to ./weights:", os.access("weights", os.W_OK))
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print("WRITE to /tmp:", os.access("/tmp", os.W_OK))
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# --- Set base directory depending on environment
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BASE_DIR = "/tmp" if os.access("/tmp", os.W_OK) else "."
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WEIGHTS_DIR = os.path.join(BASE_DIR, "weights")
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UPLOADS_DIR = os.path.join(BASE_DIR, "uploads")
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OUTPUTS_DIR = os.path.join(BASE_DIR, "outputs")
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# Create directories if not exist
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os.makedirs(WEIGHTS_DIR, exist_ok=True)
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os.makedirs(UPLOADS_DIR, exist_ok=True)
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os.makedirs(OUTPUTS_DIR, exist_ok=True)
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# --- Initialize FastAPI and database
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app = FastAPI()
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init_db()
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# --- Mount static files and templates
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app.mount("/outputs", StaticFiles(directory="outputs"), name="outputs") # still serve static from project root
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app.mount("/static", StaticFiles(directory="static"), name="static")
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templates = Jinja2Templates(directory="templates")
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# === Download and load model checkpoint ===
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FILENAME = "sam_vit_b_01ec64.pth"
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REPO_ID = "stkrk/sam-vit-b-checkpoint"
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MODEL_PATH = os.path.join(WEIGHTS_DIR, FILENAME)
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if not os.path.exists(MODEL_PATH):
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print(f"Model not found locally. Downloading from {REPO_ID}...")
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cached_path = hf_hub_download(
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repo_id=REPO_ID,
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filename=FILENAME,
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cache_dir=WEIGHTS_DIR,
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local_dir_use_symlinks=False
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)
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shutil.copy(cached_path, MODEL_PATH)
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else:
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print(f"Model already exists at {MODEL_PATH}.")
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# --- Initialize models
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sam = SamWrapper(
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model_type="vit_b",
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checkpoint_path=MODEL_PATH
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)
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dino = DinoWrapper()
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