Spaces:
Sleeping
Sleeping
ParthivM1 commited on
Commit ·
00457fc
1
Parent(s): 58d7125
Added validation table endpoint
Browse files
app.py
CHANGED
|
@@ -32,6 +32,7 @@ if not SUPABASE_URL or not SUPABASE_KEY:
|
|
| 32 |
raise ValueError("Supabase credentials not found.")
|
| 33 |
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
|
| 34 |
|
|
|
|
| 35 |
def convert_to_decimal(coord):
|
| 36 |
if coord and len(coord.values) >= 3:
|
| 37 |
deg = float(coord.values[0])
|
|
@@ -88,10 +89,6 @@ def process_video_in_background(video_data: bytes, video_guid: str, filename: st
|
|
| 88 |
os.remove(temp_path)
|
| 89 |
supabase.table("videos").update({"status": "complete"}).eq("guid", video_guid).execute()
|
| 90 |
|
| 91 |
-
@app.get("/")
|
| 92 |
-
async def root():
|
| 93 |
-
return {"message": "API is running"}
|
| 94 |
-
|
| 95 |
def safe_date_converter(date_string):
|
| 96 |
if not date_string:
|
| 97 |
return datetime.min.replace(tzinfo=timezone.utc)
|
|
@@ -103,6 +100,34 @@ def safe_date_converter(date_string):
|
|
| 103 |
except (ValueError, TypeError):
|
| 104 |
return datetime.min.replace(tzinfo=timezone.utc)
|
| 105 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 106 |
@app.get("/latest_reports")
|
| 107 |
async def get_latest_reports():
|
| 108 |
try:
|
|
@@ -112,19 +137,65 @@ async def get_latest_reports():
|
|
| 112 |
video['type'] = 'video'
|
| 113 |
first_frame_response = supabase.table("detected_frames").select("frame_image_url").eq("video_guid", video["guid"]).order("frame_number").limit(1).execute()
|
| 114 |
video["thumbnail_url"] = first_frame_response.data[0]["frame_image_url"] if first_frame_response.data else None
|
| 115 |
-
|
| 116 |
images_response = supabase.table("potholes").select("guid, image_name, image_url, created_at, status, category").order("created_at", desc=True).limit(30).execute()
|
| 117 |
images = images_response.data
|
| 118 |
for image in images:
|
| 119 |
image['type'] = 'image'
|
| 120 |
image['thumbnail_url'] = image.get('image_url')
|
| 121 |
-
|
| 122 |
all_reports = videos + images
|
| 123 |
combined_reports = sorted(all_reports, key=lambda x: safe_date_converter(x.get('created_at')), reverse=True)
|
| 124 |
return combined_reports[:30]
|
| 125 |
except Exception as e:
|
| 126 |
raise HTTPException(status_code=500, detail=f"A severe database error occurred: {str(e)}")
|
| 127 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 128 |
@app.patch("/report/{guid}/status")
|
| 129 |
async def update_report_status(guid: str, payload: dict = Body(...)):
|
| 130 |
new_status = payload.get("status")
|
|
@@ -205,49 +276,5 @@ async def get_report(guid: str):
|
|
| 205 |
return response.data
|
| 206 |
except Exception as e: raise HTTPException(status_code=500, detail=f"Database Error: {str(e)}")
|
| 207 |
|
| 208 |
-
@app.post("/upload")
|
| 209 |
-
async def upload_image(
|
| 210 |
-
file: UploadFile = File(...),
|
| 211 |
-
location: str = Form(None),
|
| 212 |
-
category: str = Form(...)
|
| 213 |
-
):
|
| 214 |
-
image_data = await file.read()
|
| 215 |
-
with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as temp_image_file:
|
| 216 |
-
temp_image_file.write(image_data)
|
| 217 |
-
temp_path = temp_image_file.name
|
| 218 |
-
results = model(temp_path, device='cpu')
|
| 219 |
-
annotated_image_array = results[0].plot()
|
| 220 |
-
os.remove(temp_path)
|
| 221 |
-
is_success, buffer = cv2.imencode(".jpg", annotated_image_array)
|
| 222 |
-
if not is_success: raise HTTPException(status_code=500, detail="Failed to encode annotated image.")
|
| 223 |
-
annotated_image_bytes = buffer.tobytes()
|
| 224 |
-
bucket_name = 'pothole-images'
|
| 225 |
-
uuid_path = f"annotated_{uuid.uuid4()}.jpg"
|
| 226 |
-
try:
|
| 227 |
-
supabase.storage.from_(bucket_name).upload(path=uuid_path, file=annotated_image_bytes, file_options={"content-type": "image/jpeg"})
|
| 228 |
-
url = supabase.storage.from_(bucket_name).get_public_url(uuid_path)
|
| 229 |
-
except Exception as e: raise HTTPException(status_code=500, detail=f"Storage Error: {str(e)}")
|
| 230 |
-
|
| 231 |
-
await file.seek(0)
|
| 232 |
-
lat, lon = get_gps_location(file.file)
|
| 233 |
-
location_point = f"Point({lon:.6f} {lat:.6f})" if lat and lon else None
|
| 234 |
-
guid = str(uuid.uuid4())
|
| 235 |
-
|
| 236 |
-
try:
|
| 237 |
-
insert_data = {
|
| 238 |
-
"guid": guid,
|
| 239 |
-
"image_name": file.filename,
|
| 240 |
-
"image_url": url,
|
| 241 |
-
"location": location_point,
|
| 242 |
-
"location_text": location if not location_point and location else None,
|
| 243 |
-
"status": "In Progress",
|
| 244 |
-
"category": category
|
| 245 |
-
}
|
| 246 |
-
response = supabase.table("potholes").insert(insert_data).execute()
|
| 247 |
-
except Exception as e:
|
| 248 |
-
raise HTTPException(status_code=500, detail=f"Database Error: {str(e)}")
|
| 249 |
-
|
| 250 |
-
return {"message": "Upload successful", "guid": guid, "image_url": url, "db_response": response.data}
|
| 251 |
-
|
| 252 |
if __name__ == "__main__":
|
| 253 |
uvicorn.run(app, port=8000, host="127.0.0.1")
|
|
|
|
| 32 |
raise ValueError("Supabase credentials not found.")
|
| 33 |
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
|
| 34 |
|
| 35 |
+
# --- Helper Functions ---
|
| 36 |
def convert_to_decimal(coord):
|
| 37 |
if coord and len(coord.values) >= 3:
|
| 38 |
deg = float(coord.values[0])
|
|
|
|
| 89 |
os.remove(temp_path)
|
| 90 |
supabase.table("videos").update({"status": "complete"}).eq("guid", video_guid).execute()
|
| 91 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 92 |
def safe_date_converter(date_string):
|
| 93 |
if not date_string:
|
| 94 |
return datetime.min.replace(tzinfo=timezone.utc)
|
|
|
|
| 100 |
except (ValueError, TypeError):
|
| 101 |
return datetime.min.replace(tzinfo=timezone.utc)
|
| 102 |
|
| 103 |
+
# --- API Endpoints ---
|
| 104 |
+
@app.get("/")
|
| 105 |
+
async def root():
|
| 106 |
+
return {"message": "API is running"}
|
| 107 |
+
|
| 108 |
+
@app.get("/report_summary")
|
| 109 |
+
async def get_report_summary():
|
| 110 |
+
try:
|
| 111 |
+
reports_response = supabase.table("potholes").select("category, approved").execute()
|
| 112 |
+
all_reports = reports_response.data
|
| 113 |
+
summary = {
|
| 114 |
+
"billboard": {"total": 0, "approved": 0, "unapproved": 0, "damage": 0},
|
| 115 |
+
"guardrails": {"total": 0, "missing": 0, "damaged": 0},
|
| 116 |
+
"construction": {"total": 0},
|
| 117 |
+
"potholes": {"total": 0}
|
| 118 |
+
}
|
| 119 |
+
for report in all_reports:
|
| 120 |
+
category = report.get("category")
|
| 121 |
+
is_approved = report.get("approved")
|
| 122 |
+
if category in summary:
|
| 123 |
+
summary[category]["total"] += 1
|
| 124 |
+
if is_approved == 1:
|
| 125 |
+
summary[category]["approved"] += 1
|
| 126 |
+
summary[category]["unapproved"] = summary[category]["total"] - summary[category]["approved"]
|
| 127 |
+
return summary
|
| 128 |
+
except Exception as e:
|
| 129 |
+
raise HTTPException(status_code=500, detail=f"Database error: {str(e)}")
|
| 130 |
+
|
| 131 |
@app.get("/latest_reports")
|
| 132 |
async def get_latest_reports():
|
| 133 |
try:
|
|
|
|
| 137 |
video['type'] = 'video'
|
| 138 |
first_frame_response = supabase.table("detected_frames").select("frame_image_url").eq("video_guid", video["guid"]).order("frame_number").limit(1).execute()
|
| 139 |
video["thumbnail_url"] = first_frame_response.data[0]["frame_image_url"] if first_frame_response.data else None
|
|
|
|
| 140 |
images_response = supabase.table("potholes").select("guid, image_name, image_url, created_at, status, category").order("created_at", desc=True).limit(30).execute()
|
| 141 |
images = images_response.data
|
| 142 |
for image in images:
|
| 143 |
image['type'] = 'image'
|
| 144 |
image['thumbnail_url'] = image.get('image_url')
|
|
|
|
| 145 |
all_reports = videos + images
|
| 146 |
combined_reports = sorted(all_reports, key=lambda x: safe_date_converter(x.get('created_at')), reverse=True)
|
| 147 |
return combined_reports[:30]
|
| 148 |
except Exception as e:
|
| 149 |
raise HTTPException(status_code=500, detail=f"A severe database error occurred: {str(e)}")
|
| 150 |
|
| 151 |
+
@app.post("/upload")
|
| 152 |
+
async def upload_image(
|
| 153 |
+
file: UploadFile = File(...),
|
| 154 |
+
location: str = Form(None),
|
| 155 |
+
category: str = Form(...)
|
| 156 |
+
):
|
| 157 |
+
image_data = await file.read()
|
| 158 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix=".jpg") as temp_image_file:
|
| 159 |
+
temp_image_file.write(image_data)
|
| 160 |
+
temp_path = temp_image_file.name
|
| 161 |
+
results = model(temp_path, device='cpu')
|
| 162 |
+
annotated_image_array = results[0].plot()
|
| 163 |
+
os.remove(temp_path)
|
| 164 |
+
is_success, buffer = cv2.imencode(".jpg", annotated_image_array)
|
| 165 |
+
if not is_success: raise HTTPException(status_code=500, detail="Failed to encode annotated image.")
|
| 166 |
+
annotated_image_bytes = buffer.tobytes()
|
| 167 |
+
bucket_name = 'pothole-images'
|
| 168 |
+
uuid_path = f"annotated_{uuid.uuid4()}.jpg"
|
| 169 |
+
try:
|
| 170 |
+
supabase.storage.from_(bucket_name).upload(path=uuid_path, file=annotated_image_bytes, file_options={"content-type": "image/jpeg"})
|
| 171 |
+
url = supabase.storage.from_(bucket_name).get_public_url(uuid_path)
|
| 172 |
+
except Exception as e: raise HTTPException(status_code=500, detail=f"Storage Error: {str(e)}")
|
| 173 |
+
|
| 174 |
+
await file.seek(0)
|
| 175 |
+
lat, lon = get_gps_location(file.file)
|
| 176 |
+
location_point = f"Point({lon:.6f} {lat:.6f})" if lat and lon else None
|
| 177 |
+
guid = str(uuid.uuid4())
|
| 178 |
+
|
| 179 |
+
try:
|
| 180 |
+
validation_response = supabase.table("validation").select("location_text").execute()
|
| 181 |
+
approved_locations = {item['location_text'] for item in validation_response.data}
|
| 182 |
+
is_approved = 1 if location in approved_locations else 0
|
| 183 |
+
insert_data = {
|
| 184 |
+
"guid": guid,
|
| 185 |
+
"image_name": file.filename,
|
| 186 |
+
"image_url": url,
|
| 187 |
+
"location": location_point,
|
| 188 |
+
"location_text": location if not location_point and location else None,
|
| 189 |
+
"status": "In Progress",
|
| 190 |
+
"category": category,
|
| 191 |
+
"approved": is_approved
|
| 192 |
+
}
|
| 193 |
+
response = supabase.table("potholes").insert(insert_data).execute()
|
| 194 |
+
except Exception as e:
|
| 195 |
+
raise HTTPException(status_code=500, detail=f"Database Error: {str(e)}")
|
| 196 |
+
|
| 197 |
+
return {"message": "Upload successful", "guid": guid, "image_url": url, "db_response": response.data}
|
| 198 |
+
|
| 199 |
@app.patch("/report/{guid}/status")
|
| 200 |
async def update_report_status(guid: str, payload: dict = Body(...)):
|
| 201 |
new_status = payload.get("status")
|
|
|
|
| 276 |
return response.data
|
| 277 |
except Exception as e: raise HTTPException(status_code=500, detail=f"Database Error: {str(e)}")
|
| 278 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 279 |
if __name__ == "__main__":
|
| 280 |
uvicorn.run(app, port=8000, host="127.0.0.1")
|