Spaces:
Sleeping
Sleeping
ParthivM1 commited on
Commit ·
bef097a
1
Parent(s): 6a2a7ae
Add application file
Browse files- Dockerfile +13 -0
- app.py +99 -0
- requirements.txt +10 -0
Dockerfile
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FROM python:3.9
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RUN useradd -m -u 1000 user
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USER user
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ENV PATH="/home/user/.local/bin:$PATH"
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WORKDIR /app
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COPY --chown=user ./requirements.txt requirements.txt
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RUN pip install --no-cache-dir --upgrade -r requirements.txt
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COPY --chown=user . /app
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
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app.py
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from supabase import create_client, Client
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import os
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import uuid
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from fractions import Fraction
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import exifread
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import uvicorn
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from fastapi import FastAPI, UploadFile, File, HTTPException
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from fastapi.middleware.cors import CORSMiddleware
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import os
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from dotenv import load_dotenv
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load_dotenv()
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app = FastAPI()
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"]
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)
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SUPABASE_URL = os.getenv("SUPABASE_URL")
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SUPABASE_KEY = os.getenv("SUPABASE_KEY")
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if not SUPABASE_URL or not SUPABASE_KEY:
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raise ValueError("Supabase credentials not found. Please set them in your environment variables.")
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supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
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#Helper Functions
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def convert_to_decimal(coord):
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deg = float(coord.values[0])
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min = float(coord.values[1]) / 60
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sec = float(Fraction(str(coord.values[2]))) / 3600
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return deg + min + sec
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def get_gps_location(file_stream):
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tags = exifread.process_file(file_stream)
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gps_latitude = tags.get("GPS GPSLatitude")
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gps_latitude_ref = tags.get("GPS GPSLatitudeRef")
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gps_longitude = tags.get("GPS GPSLongitude")
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gps_longitude_ref = tags.get("GPS GPSLongitudeRef")
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if gps_latitude and gps_latitude_ref and gps_longitude and gps_longitude_ref:
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lat = convert_to_decimal(gps_latitude)
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lon = convert_to_decimal(gps_longitude)
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if gps_latitude_ref.values[0] != 'N': lat = -lat
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if gps_longitude_ref.values[0] != 'E': lon = -lon
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return lat, lon
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return None, None
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@app.post("/upload")
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async def upload_image(file: UploadFile = File(...)):
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image_data = await file.read()
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bucket_name = 'pothole-images'
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file_extension = os.path.splitext(file.filename)[1]
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uuid_path = f"{uuid.uuid4()}{file_extension}"
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try:
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supabase.storage.from_(bucket_name).upload(
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path=uuid_path,
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file=image_data,
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file_options={"content-type": file.content_type}
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)
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url = supabase.storage.from_(bucket_name).get_public_url(uuid_path)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Storage Error: {str(e)}")
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lat, lon = get_gps_location(file.file)
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if lat and lon:
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location_point = f"Point({lon:.6f} {lat:.6f})"
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else:
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location_point = None
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try:
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response = (
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supabase.table("potholes")
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.insert({"image_name": file.filename, "location": location_point, "image_url": url})
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.execute()
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)
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"Database Error: {str(e)}")
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return {"message": "Upload successful", "image_url": url, "db_response": response.data}
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if __name__ == "__main__":
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uvicorn.run(app, port=8000, host="127.0.0.1")
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requirements.txt
ADDED
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@@ -0,0 +1,10 @@
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fastapi
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+
uvicorn
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+
gunicorn
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+
python-dotenv
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supabase
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exifread
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ultralytics
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torch
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torchvision
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python-multipart
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