Spaces:
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Browse files
app.py
CHANGED
@@ -32,141 +32,144 @@ with cols[1]:
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file_url = st.query_params.get("file_url", None)
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print(f"{file_url=}")
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if file_url:
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input_gdf = st.session_state.input_gdf
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else:
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st.session_state.file_url = file_url
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if file_url.startswith("https://drive.google.com/file/d/"):
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ID = file_url.replace("https://drive.google.com/file/d/", "").split("/")[0]
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file_url = f"https://drive.google.com/uc?id={ID}"
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elif file_url.startswith("https://drive.google.com/open?id="):
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ID = file_url.replace("https://drive.google.com/open?id=", "")
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file_url = f"https://drive.google.com/uc?id={ID}"
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input_gdf = gpd.read_file(file_url)
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input_gdf = input_gdf.to_crs(epsg=7761) # Gujarat zone
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st.session_state.input_gdf = input_gdf
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# st.toast("Data loaded and cached")
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def format_fn(x):
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return input_gdf.drop(columns=["geometry"]).loc[x].to_dict()
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with st.expander("Advanced Controls", expanded=False):
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input_geometry_idx = st.selectbox("Select the geometry", input_gdf.index, format_func=format_fn)
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map_type = st.radio(
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"",
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["Esri Satellite Map", "Google Hybrid Map (displays place names)", "Google Satellite Map"],
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horizontal=True,
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)
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height = st.number_input("Map height (px)", 1, 10000, 600, 1)
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geometry_gdf = input_gdf[input_gdf.index == input_geometry_idx]
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m = leafmap.Map()
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st.markdown(
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"""
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<style>
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.stRadio [role=radiogroup]{
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align-items: center;
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justify-content: center;
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}
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</style>
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""",
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unsafe_allow_html=True,
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elif
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)
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st.
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<div style="display: flex; justify-content: center;">
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<table>
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<tr>
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<th>Metric</th>
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<th>Value</th>
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</tr>
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<td>Centroid</td>
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<td>
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({centroid_lon:.5f}, {centroid_lat:.5f})
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<a href="{centroid_url}" target="_blank">
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<button>View on Google Maps</button>
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</a>
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</td>
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</tr>
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<td>Area (ha)</td>
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<td>{stats_df['Area (ha)'].item():.2f} ha</td>
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</tr>
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<tr>
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<td>Perimeter (m)</td>
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<td>{stats_df['Perimeter (m)'].item():.2f} m</td>
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</tr>
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</table>
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</div>
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""",
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unsafe_allow_html=True,
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)
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else:
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st.
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# Add HTML button to open in Google Earth
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st.markdown(
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f"""
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unsafe_allow_html=True,
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)
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file_url = st.query_params.get("file_url", None)
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print(f"{file_url=}")
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if not file_url:
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st.warning(
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"Please provide a KML or GeoJSON URL as a query parameter, e.g., `?file_url=<your_file_url>` or upload a file."
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file_url = st.file_uploader("Upload KML/GeoJSON file", type=["geojson", "kml", "shp"])
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if ("file_url" in st.session_state) and (st.session_state.file_url == file_url):
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# st.toast("Using cached data")
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input_gdf = st.session_state.input_gdf
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else:
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st.session_state.file_url = file_url
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if file_url.startswith("https://drive.google.com/file/d/"):
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ID = file_url.replace("https://drive.google.com/file/d/", "").split("/")[0]
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file_url = f"https://drive.google.com/uc?id={ID}"
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elif file_url.startswith("https://drive.google.com/open?id="):
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ID = file_url.replace("https://drive.google.com/open?id=", "")
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file_url = f"https://drive.google.com/uc?id={ID}"
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input_gdf = gpd.read_file(file_url)
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input_gdf = input_gdf.to_crs(epsg=7761) # Gujarat zone
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st.session_state.input_gdf = input_gdf
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# st.toast("Data loaded and cached")
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def format_fn(x):
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return input_gdf.drop(columns=["geometry"]).loc[x].to_dict()
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with st.expander("Advanced Controls", expanded=False):
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input_geometry_idx = st.selectbox("Select the geometry", input_gdf.index, format_func=format_fn)
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map_type = st.radio(
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"",
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["Esri Satellite Map", "Google Hybrid Map (displays place names)", "Google Satellite Map"],
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horizontal=True,
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)
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height = st.number_input("Map height (px)", 1, 10000, 600, 1)
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geometry_gdf = input_gdf[input_gdf.index == input_geometry_idx]
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m = leafmap.Map()
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st.markdown(
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"""
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<style>
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.stRadio [role=radiogroup]{
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align-items: center;
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justify-content: center;
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}
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</style>
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""",
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unsafe_allow_html=True,
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)
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if map_type == "Google Hybrid Map (displays place names)":
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st.write(
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"<h4><div style='text-align: center;'>Google Hybrid (displays place names)</div></h4>",
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unsafe_allow_html=True,
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m.add_basemap("HYBRID")
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elif map_type == "Google Satellite Map":
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st.write("<h4><div style='text-align: center;'>Google Satellite</div></h4>", unsafe_allow_html=True)
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m.add_basemap("SATELLITE")
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elif map_type == "Esri Satellite Map":
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st.write("<h4><div style='text-align: center;'>Esri - 2024/10/10</div></h4>", unsafe_allow_html=True)
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m.add_wms_layer(
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"https://wayback.maptiles.arcgis.com/arcgis/rest/services/World_Imagery/WMTS/1.0.0/GoogleMapsCompatible/MapServer/tile/56450/{z}/{y}/{x}",
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layers="0",
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)
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else:
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st.error("Invalid map type")
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st.stop()
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m.add_gdf(
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geometry_gdf.to_crs(epsg=4326),
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layer_name="Geometry",
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zoom_to_layer=True,
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style_function=lambda x: {"color": "red", "fillOpacity": 0.0},
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)
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m.to_streamlit(height=height)
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# Metrics
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stats_df = pd.DataFrame()
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stats_df["Points"] = json.loads(geometry_gdf.to_crs(4326).to_json())["features"][0]["geometry"]["coordinates"]
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stats_df["Centroid"] = geometry_gdf.centroid.to_crs(4326).item()
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stats_df["Area (ha)"] = geometry_gdf.geometry.area.item() / 10000
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stats_df["Perimeter (m)"] = geometry_gdf.geometry.length.item()
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st.write("<h3><div style='text-align: center;'>Geometry Metrics</div></h3>", unsafe_allow_html=True)
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# st.markdown(
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# f"""| Metric | Value |
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# | --- | --- |
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# | Area (ha) | {stats_df['Area (ha)'].item():.2f} ha|
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# | Perimeter (m) | {stats_df['Perimeter (m)'].item():.2f} m |"""
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# unsafe_allow_html=True)
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centroid_lon = stats_df["Centroid"].item().xy[0][0]
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centroid_lat = stats_df["Centroid"].item().xy[1][0]
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centroid_url = f"http://maps.google.com/maps?q={centroid_lat},{centroid_lon}&layer=satellite"
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st.markdown(
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f"""
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<div style="display: flex; justify-content: center;">
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<table>
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<tr>
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<th>Metric</th>
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<th>Value</th>
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</tr>
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<td>Centroid</td>
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<td>
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({centroid_lon:.5f}, {centroid_lat:.5f})
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<a href="{centroid_url}" target="_blank">
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<button>View on Google Maps</button>
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</a>
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</td>
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</tr>
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<td>Area (ha)</td>
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<td>{stats_df['Area (ha)'].item():.2f} ha</td>
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</tr>
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<tr>
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<td>Perimeter (m)</td>
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<td>{stats_df['Perimeter (m)'].item():.2f} m</td>
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</tr>
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</table>
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</div>
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""",
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unsafe_allow_html=True,
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)
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print(stats_df["Points"].item())
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print(type(stats_df["Points"].item()))
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csv = stats_df.T.to_csv(index=True)
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st.download_button("Download Geometry Metrics", csv, f"{file_url}_metrics.csv", "text/csv", use_container_width=True)
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# Add HTML button to open in Google Earth
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st.markdown(
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f"""
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<div style="display: flex; justify-content: center;">
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<a href="https://huggingface.co/spaces/SustainabilityLabIITGN/NDVI_PERG?file_url={file_url}" target="_blank">
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<button>Click for NDVI Timeseries</button>
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</a>
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""",
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unsafe_allow_html=True,
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)
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