JSON / app.py
UjjwalKGupta's picture
Add API
3d0838a verified
Raw
History Blame Contribute Delete
6.36 kB
import gradio as gr
import geopandas as gpd
import requests
import io
import re
from fastapi import FastAPI, HTTPException
from urllib.parse import unquote
import kml2geojson
# All helper functions from the previous version remain the same.
def get_gdf_from_file_url(file_url: str):
"""
Downloads a file from a URL (handling Google Drive links), determines if it's
KML or GeoJSON, and reads it into a GeoDataFrame.
"""
if "drive.google.com" in file_url:
match = re.search(r'/d/([a-zA-Z0-9_-]+)', file_url) or re.search(r'id=([a-zA-Z0-9_-]+)', file_url)
if match:
file_id = match.group(1)
download_url = f'https://drive.google.com/uc?export=download&id={file_id}'
else:
raise ValueError("Could not extract file ID from Google Drive URL.")
else:
download_url = file_url
response = requests.get(download_url, timeout=30)
response.raise_for_status()
bytes_data = io.BytesIO(response.content)
try:
string_data = response.content.decode('utf-8')
except UnicodeDecodeError:
string_data = response.content.decode('latin-1')
if string_data.strip().startswith("<?xml"):
bytes_data.seek(0)
geojson_data = kml2geojson.convert(bytes_data)
all_features = []
for gj in geojson_data:
all_features.extend(gj.get('features', []))
if not all_features:
raise ValueError("KML file parsed, but no features were found.")
input_gdf = gpd.GeoDataFrame.from_features(all_features, crs="EPSG:4326")
else:
bytes_data.seek(0)
input_gdf = gpd.read_file(bytes_data)
return input_gdf
def calculate_geometry_data(file_url: str) -> dict:
"""
Performs the core calculation and returns structured data (a dictionary).
This is used by both the API and the Gradio UI.
"""
if not file_url or not file_url.strip():
raise ValueError("No URL provided.")
input_gdf = get_gdf_from_file_url(file_url)
if input_gdf.empty:
raise ValueError("Could not find any geometric features in the file.")
geometry_gdf = None
for i, row in input_gdf.iterrows():
if row.geometry.geom_type in ['Polygon', 'MultiPolygon']:
geometry_gdf = gpd.GeoDataFrame([row], crs=input_gdf.crs)
break
if geometry_gdf is None:
raise ValueError("No valid Polygon or MultiPolygon geometry found in the file.")
if geometry_gdf.crs is None or geometry_gdf.crs.to_epsg() != 4326:
geometry_gdf = geometry_gdf.set_crs(epsg=4326, allow_override=True)
centroid = geometry_gdf.geometry.iloc[0].centroid
utm_zone = int((centroid.x + 180) / 6) + 1
epsg_code = 32600 + utm_zone if centroid.y >= 0 else 32700 + utm_zone
gdf_proj = geometry_gdf.to_crs(epsg=epsg_code)
area_m2 = gdf_proj.geometry.iloc[0].area
perimeter_m = gdf_proj.geometry.iloc[0].length
return {
"area": {"value": area_m2, "unit": "square_meters"},
"perimeter": {"value": perimeter_m, "unit": "meters"},
"area_km2": {"value": area_m2 / 1_000_000, "unit": "square_kilometers"},
"perimeter_km": {"value": perimeter_m / 1_000, "unit": "kilometers"}
}
def calculate_geometry_for_ui(file_url: str) -> tuple[str, str]:
"""
Main calculation logic for the Gradio UI.
Formats the data from calculate_geometry_data into human-readable strings.
"""
if not file_url or not file_url.strip():
return "Error: No URL provided.", ""
try:
data = calculate_geometry_data(file_url)
area_str = f"{data['area']['value']:,.2f} sq meters ({data['area_km2']['value']:,.2f} km²)"
perimeter_str = f"{data['perimeter']['value']:,.2f} meters ({data['perimeter_km']['value']:,.2f} km)"
return area_str, perimeter_str
except Exception as e:
return f"An error occurred: {e}", ""
# Initialize the FastAPI app first
app = FastAPI()
# --- NEW: Add a dedicated API endpoint ---
@app.get("/api/geometry")
def get_geometry_api(file_url: str):
"""
API endpoint to calculate geometry from a KML/GeoJSON file URL.
Returns data in JSON format.
"""
if not file_url:
raise HTTPException(status_code=400, detail="Missing 'file_url' query parameter.")
try:
# Decode the URL in case it's URL-encoded
decoded_url = unquote(file_url)
data = calculate_geometry_data(decoded_url)
return data
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))
# --- Gradio Interface using Blocks for more control ---
with gr.Blocks() as demo:
gr.Markdown(
"# Polygon Area & Perimeter Calculator 🗺️\n"
"Enter the public Google Drive URL of a KML or GeoJSON file, or load this page with "
"`?file_url=<your_url>` to process automatically."
)
# ... (rest of the Gradio UI code is the same)
with gr.Column():
url_input = gr.Textbox(
label="Google Drive KML/GeoJSON File URL",
placeholder="Paste URL here or load from page URL..."
)
submit_button = gr.Button("Calculate", variant="primary")
with gr.Row():
area_output = gr.Textbox(label="Calculated Area", interactive=False)
perimeter_output = gr.Textbox(label="Calculated Perimeter", interactive=False)
gr.Examples(
examples=[
["https://drive.google.com/file/d/123KCak3o1VUcrYQO6v-HxVPYDrYLw4Ft/view?usp=drivesdk"]
],
inputs=url_input
)
def process_url_on_load(request: gr.Request):
file_url = request.query_params.get("file_url")
if file_url:
area, perimeter = calculate_geometry_for_ui(file_url)
return {
url_input: file_url,
area_output: area,
perimeter_output: perimeter
}
return { url_input: "", area_output: "", perimeter_output: "" }
submit_button.click(
fn=calculate_geometry_for_ui,
inputs=url_input,
outputs=[area_output, perimeter_output]
)
demo.load(
fn=process_url_on_load,
inputs=None,
outputs=[url_input, area_output, perimeter_output]
)
# Mount the Gradio app onto the FastAPI app
app = gr.mount_gradio_app(app, demo, path="/")