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update KML
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app.py
CHANGED
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from fastapi import FastAPI
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app = FastAPI(
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title="JSON Calculator API",
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description="A simple REST API to perform addition and multiplication on two numbers and return the result as a JSON object.",
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version="1.0.0",
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)
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# Define the structure of the incoming request data using Pydantic
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# This ensures that any request to the API has these two float fields
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class CalculationInput(BaseModel):
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number_1: float
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number_2: float
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@app.get("/")
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def read_root():
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"""
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"""
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"""
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"""
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import gradio as gr
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import geopandas as gpd
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import requests
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import io
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import re
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from fastapi import FastAPI
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import kml2geojson # Using this library for robust KML parsing
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def get_gdf_from_file_url(file_url: str):
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"""
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Downloads a file from a URL (handling Google Drive links), determines if it's
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KML or GeoJSON, and reads it into a GeoDataFrame.
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Args:
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file_url: The URL of the KML or GeoJSON file.
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Returns:
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A GeoDataFrame containing the data from the file.
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"""
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# --- Handle different Google Drive URL formats ---
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if "drive.google.com" in file_url:
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# Use regex to extract the file ID robustly
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match = re.search(r'/d/([a-zA-Z0-9_-]+)', file_url) or re.search(r'id=([a-zA-Z0-9_-]+)', file_url)
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if match:
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file_id = match.group(1)
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download_url = f'https://drive.google.com/uc?export=download&id={file_id}'
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else:
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raise ValueError("Could not extract file ID from Google Drive URL.")
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else:
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download_url = file_url
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# --- Download the file content ---
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response = requests.get(download_url, timeout=30)
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response.raise_for_status()
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bytes_data = io.BytesIO(response.content)
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# Decode for sniffing, handle potential encoding issues
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try:
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string_data = response.content.decode('utf-8')
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except UnicodeDecodeError:
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string_data = response.content.decode('latin-1')
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# --- Determine file type and parse ---
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# If it looks like XML, it's likely KML.
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if string_data.strip().startswith("<?xml"):
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# kml2geojson requires the file path or a stream of the file
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bytes_data.seek(0) # Reset stream position
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geojson_data = kml2geojson.convert(bytes_data)
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# Extract features from the converted GeoJSON
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# The output of kml2geojson is a list of geojson objects
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all_features = []
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for gj in geojson_data:
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all_features.extend(gj.get('features', []))
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if not all_features:
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raise ValueError("KML file parsed, but no features were found.")
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input_gdf = gpd.GeoDataFrame.from_features(all_features, crs="EPSG:4326")
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else:
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# Assume it's GeoJSON or another format GeoPandas can read directly
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bytes_data.seek(0) # Reset stream position
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input_gdf = gpd.read_file(bytes_data)
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return input_gdf
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def calculate_geometry(file_url: str) -> tuple[str, str]:
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"""
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Main function for the Gradio interface. It orchestrates the downloading,
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parsing, validation, and calculation of area and perimeter.
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Args:
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file_url: The URL of the KML or GeoJSON file.
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Returns:
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A tuple containing the formatted area and perimeter strings.
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"""
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if not file_url or not file_url.strip():
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return "Error: Please provide a URL.", ""
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try:
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# 1. Get GeoDataFrame from the URL
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input_gdf = get_gdf_from_file_url(file_url)
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if input_gdf.empty:
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return "Error: Could not find any geometric features in the file.", ""
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# 2. Find the first valid polygon in the GeoDataFrame
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geometry_gdf = None
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for i, row in input_gdf.iterrows():
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if row.geometry.geom_type in ['Polygon', 'MultiPolygon']:
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# Create a new GDF with just this valid geometry
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geometry_gdf = gpd.GeoDataFrame([row], crs=input_gdf.crs)
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break
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if geometry_gdf is None:
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return "Error: No valid Polygon or MultiPolygon geometry found in the file.", ""
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# 3. Reproject for accurate measurement
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# Ensure the initial CRS is set correctly (WGS84) before reprojecting
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if geometry_gdf.crs is None or geometry_gdf.crs.to_epsg() != 4326:
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geometry_gdf = geometry_gdf.set_crs(epsg=4326, allow_override=True)
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# Determine the correct UTM zone for accurate measurements in meters
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centroid = geometry_gdf.geometry.iloc[0].centroid
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utm_zone = int((centroid.x + 180) / 6) + 1
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epsg_code = 32600 + utm_zone if centroid.y >= 0 else 32700 + utm_zone
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gdf_proj = geometry_gdf.to_crs(epsg=epsg_code)
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# 4. Calculate area and perimeter
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area_m2 = gdf_proj.geometry.iloc[0].area
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perimeter_m = gdf_proj.geometry.iloc[0].length
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# 5. Format output
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area_km2 = area_m2 / 1_000_000
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perimeter_km = perimeter_m / 1_000
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area_str = f"{area_m2:,.2f} square meters ({area_km2:,.2f} km²)"
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perimeter_str = f"{perimeter_m:,.2f} meters ({perimeter_km:,.2f} km)"
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return area_str, perimeter_str
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except Exception as e:
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return f"An error occurred: {e}", ""
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# Create the Gradio user interface
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gradio_interface = gr.Interface(
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fn=calculate_geometry,
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inputs=gr.Textbox(
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label="Google Drive KML/GeoJSON File URL",
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placeholder="Paste the URL to your file here..."
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),
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outputs=[
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gr.Textbox(label="Calculated Area", interactive=False),
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gr.Textbox(label="Calculated Perimeter", interactive=False)
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],
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title="Polygon Area & Perimeter Calculator 🗺️",
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description=(
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"Enter the public Google Drive URL of a KML or GeoJSON file that contains a polygon. "
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"The tool will find the first valid polygon and calculate its area and perimeter."
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),
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examples=[
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["https://drive.google.com/file/d/123KCak3o1VUcrYQO6v-HxVPYDrYLw4Ft/view?usp=drivesdk"]
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],
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allow_flagging="never"
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)
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# Initialize the FastAPI app and mount the Gradio interface
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app = FastAPI()
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app = gr.mount_gradio_app(app, gradio_interface, path="/")
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