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Update pygeos/mcp_output/mcp_plugin/mcp_service.py
Browse files
pygeos/mcp_output/mcp_plugin/mcp_service.py
CHANGED
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@@ -1,44 +1,746 @@
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from fastmcp import FastMCP
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# Create the FastMCP service application
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mcp = FastMCP("pygeos_service")
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"""
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Returns:
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"""
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try:
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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"""
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-
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-
Parameters:
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- wkt: Well-Known Text representation of the geometry
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Returns:
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-
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"""
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try:
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from pygeos import from_wkt
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geometry = from_wkt(wkt)
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return {
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"success": True,
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}
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except Exception as e:
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return {"success": False, "error": str(e)}
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import os
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import sys
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from typing import List, Optional
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from fastmcp import FastMCP
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import numpy as np
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import pygeos
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# Create the FastMCP service application
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mcp = FastMCP("pygeos_service")
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# ==================== Geometry Creation ====================
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@mcp.tool()
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def create_point(x: float, y: float, z: Optional[float] = None) -> dict:
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"""Create a point geometry from coordinates.
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Args:
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x: X coordinate
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y: Y coordinate
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z: Optional Z coordinate for 3D point
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Returns:
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dict: WKT representation of the created point
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"""
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try:
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if z is not None:
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coords = [[x, y, z]]
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else:
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coords = [[x, y]]
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point = pygeos.points(coords)[0]
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wkt = pygeos.to_wkt(point)
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return {"success": True, "wkt": wkt, "geometry_type": "Point"}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool()
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def create_linestring(coordinates: List[List[float]]) -> dict:
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"""Create a linestring geometry from a list of coordinates.
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Args:
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coordinates: List of [x, y] or [x, y, z] coordinate pairs, e.g. [[0, 0], [1, 1], [2, 0]]
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Returns:
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dict: WKT representation of the created linestring
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"""
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try:
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coords = np.array(coordinates)
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linestring = pygeos.linestrings([coords])[0]
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wkt = pygeos.to_wkt(linestring)
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return {"success": True, "wkt": wkt, "geometry_type": "LineString"}
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except Exception as e:
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return {"success": False, "error": str(e)}
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@mcp.tool()
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def create_polygon(shell: List[List[float]], holes: Optional[List[List[List[float]]]] = None) -> dict:
|
| 59 |
+
"""Create a polygon geometry from shell and optional holes.
|
| 60 |
+
|
| 61 |
+
Args:
|
| 62 |
+
shell: List of coordinates forming the exterior ring, e.g. [[0, 0], [1, 0], [1, 1], [0, 1], [0, 0]]
|
| 63 |
+
holes: Optional list of hole rings
|
| 64 |
+
|
| 65 |
Returns:
|
| 66 |
+
dict: WKT representation of the created polygon
|
| 67 |
"""
|
| 68 |
try:
|
| 69 |
+
shell_ring = pygeos.linearrings([np.array(shell)])[0]
|
| 70 |
+
if holes:
|
| 71 |
+
hole_rings = [pygeos.linearrings([np.array(h)])[0] for h in holes]
|
| 72 |
+
polygon = pygeos.polygons(shell_ring, hole_rings)
|
| 73 |
+
else:
|
| 74 |
+
polygon = pygeos.polygons(shell_ring)
|
| 75 |
+
wkt = pygeos.to_wkt(polygon)
|
| 76 |
+
return {"success": True, "wkt": wkt, "geometry_type": "Polygon"}
|
| 77 |
+
except Exception as e:
|
| 78 |
+
return {"success": False, "error": str(e)}
|
| 79 |
+
|
| 80 |
+
|
| 81 |
+
@mcp.tool()
|
| 82 |
+
def create_box(xmin: float, ymin: float, xmax: float, ymax: float) -> dict:
|
| 83 |
+
"""Create a rectangular polygon (box) from bounds.
|
| 84 |
+
|
| 85 |
+
Args:
|
| 86 |
+
xmin: Minimum X coordinate
|
| 87 |
+
ymin: Minimum Y coordinate
|
| 88 |
+
xmax: Maximum X coordinate
|
| 89 |
+
ymax: Maximum Y coordinate
|
| 90 |
+
|
| 91 |
+
Returns:
|
| 92 |
+
dict: WKT representation of the box polygon
|
| 93 |
+
"""
|
| 94 |
+
try:
|
| 95 |
+
box = pygeos.box(xmin, ymin, xmax, ymax)
|
| 96 |
+
wkt = pygeos.to_wkt(box)
|
| 97 |
+
return {"success": True, "wkt": wkt, "geometry_type": "Polygon"}
|
| 98 |
+
except Exception as e:
|
| 99 |
+
return {"success": False, "error": str(e)}
|
| 100 |
+
|
| 101 |
+
|
| 102 |
+
@mcp.tool()
|
| 103 |
+
def from_wkt(wkt: str) -> dict:
|
| 104 |
+
"""Parse a WKT string into a geometry and return its properties.
|
| 105 |
+
|
| 106 |
+
Args:
|
| 107 |
+
wkt: Well-Known Text representation of geometry
|
| 108 |
+
|
| 109 |
+
Returns:
|
| 110 |
+
dict: Geometry properties including type, validity, and bounds
|
| 111 |
+
"""
|
| 112 |
+
try:
|
| 113 |
+
geom = pygeos.from_wkt(wkt)
|
| 114 |
+
geom_type = pygeos.get_type_id(geom)
|
| 115 |
+
type_names = {0: "Point", 1: "LineString", 2: "LinearRing", 3: "Polygon",
|
| 116 |
+
4: "MultiPoint", 5: "MultiLineString", 6: "MultiPolygon", 7: "GeometryCollection"}
|
| 117 |
+
bounds = pygeos.bounds(geom).tolist()
|
| 118 |
return {
|
| 119 |
"success": True,
|
| 120 |
+
"wkt": pygeos.to_wkt(geom),
|
| 121 |
+
"geometry_type": type_names.get(int(geom_type), "Unknown"),
|
| 122 |
+
"is_valid": bool(pygeos.is_valid(geom)),
|
| 123 |
+
"is_empty": bool(pygeos.is_empty(geom)),
|
| 124 |
+
"bounds": {"xmin": bounds[0], "ymin": bounds[1], "xmax": bounds[2], "ymax": bounds[3]}
|
| 125 |
}
|
| 126 |
except Exception as e:
|
| 127 |
return {"success": False, "error": str(e)}
|
| 128 |
|
| 129 |
+
|
| 130 |
+
# ==================== Measurement ====================
|
| 131 |
+
|
| 132 |
+
@mcp.tool()
|
| 133 |
+
def calculate_distance(wkt1: str, wkt2: str) -> dict:
|
| 134 |
+
"""Calculate the Cartesian distance between two geometries.
|
| 135 |
+
|
| 136 |
+
Args:
|
| 137 |
+
wkt1: WKT of the first geometry
|
| 138 |
+
wkt2: WKT of the second geometry
|
| 139 |
+
|
| 140 |
+
Returns:
|
| 141 |
+
dict: Distance between the geometries
|
| 142 |
+
"""
|
| 143 |
+
try:
|
| 144 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 145 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 146 |
+
distance = float(pygeos.distance(geom1, geom2))
|
| 147 |
+
return {"success": True, "distance": distance}
|
| 148 |
+
except Exception as e:
|
| 149 |
+
return {"success": False, "error": str(e)}
|
| 150 |
+
|
| 151 |
+
|
| 152 |
+
@mcp.tool()
|
| 153 |
+
def calculate_area(wkt: str) -> dict:
|
| 154 |
+
"""Calculate the area of a polygon geometry.
|
| 155 |
+
|
| 156 |
+
Args:
|
| 157 |
+
wkt: WKT of the polygon geometry
|
| 158 |
+
|
| 159 |
+
Returns:
|
| 160 |
+
dict: Area of the polygon
|
| 161 |
+
"""
|
| 162 |
+
try:
|
| 163 |
+
geom = pygeos.from_wkt(wkt)
|
| 164 |
+
area = float(pygeos.area(geom))
|
| 165 |
+
return {"success": True, "area": area}
|
| 166 |
+
except Exception as e:
|
| 167 |
+
return {"success": False, "error": str(e)}
|
| 168 |
+
|
| 169 |
+
|
| 170 |
+
@mcp.tool()
|
| 171 |
+
def calculate_length(wkt: str) -> dict:
|
| 172 |
+
"""Calculate the length of a linear geometry.
|
| 173 |
+
|
| 174 |
+
Args:
|
| 175 |
+
wkt: WKT of the linear geometry (LineString, MultiLineString, or polygon boundary)
|
| 176 |
+
|
| 177 |
+
Returns:
|
| 178 |
+
dict: Length of the geometry
|
| 179 |
+
"""
|
| 180 |
+
try:
|
| 181 |
+
geom = pygeos.from_wkt(wkt)
|
| 182 |
+
length = float(pygeos.length(geom))
|
| 183 |
+
return {"success": True, "length": length}
|
| 184 |
+
except Exception as e:
|
| 185 |
+
return {"success": False, "error": str(e)}
|
| 186 |
+
|
| 187 |
+
|
| 188 |
+
@mcp.tool()
|
| 189 |
+
def get_bounds(wkt: str) -> dict:
|
| 190 |
+
"""Get the bounding box of a geometry.
|
| 191 |
+
|
| 192 |
+
Args:
|
| 193 |
+
wkt: WKT of the geometry
|
| 194 |
+
|
| 195 |
+
Returns:
|
| 196 |
+
dict: Bounding box coordinates (xmin, ymin, xmax, ymax)
|
| 197 |
+
"""
|
| 198 |
+
try:
|
| 199 |
+
geom = pygeos.from_wkt(wkt)
|
| 200 |
+
bounds = pygeos.bounds(geom).tolist()
|
| 201 |
+
return {
|
| 202 |
+
"success": True,
|
| 203 |
+
"xmin": bounds[0],
|
| 204 |
+
"ymin": bounds[1],
|
| 205 |
+
"xmax": bounds[2],
|
| 206 |
+
"ymax": bounds[3]
|
| 207 |
+
}
|
| 208 |
+
except Exception as e:
|
| 209 |
+
return {"success": False, "error": str(e)}
|
| 210 |
+
|
| 211 |
+
|
| 212 |
+
@mcp.tool()
|
| 213 |
+
def hausdorff_distance(wkt1: str, wkt2: str) -> dict:
|
| 214 |
+
"""Calculate the Hausdorff distance between two geometries.
|
| 215 |
+
|
| 216 |
+
The Hausdorff distance is a measure of the maximum distance between
|
| 217 |
+
the nearest points in two geometries.
|
| 218 |
+
|
| 219 |
+
Args:
|
| 220 |
+
wkt1: WKT of the first geometry
|
| 221 |
+
wkt2: WKT of the second geometry
|
| 222 |
+
|
| 223 |
+
Returns:
|
| 224 |
+
dict: Hausdorff distance
|
| 225 |
+
"""
|
| 226 |
+
try:
|
| 227 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 228 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 229 |
+
dist = float(pygeos.hausdorff_distance(geom1, geom2))
|
| 230 |
+
return {"success": True, "hausdorff_distance": dist}
|
| 231 |
+
except Exception as e:
|
| 232 |
+
return {"success": False, "error": str(e)}
|
| 233 |
+
|
| 234 |
+
|
| 235 |
+
# ==================== Predicates ====================
|
| 236 |
+
|
| 237 |
+
@mcp.tool()
|
| 238 |
+
def check_intersects(wkt1: str, wkt2: str) -> dict:
|
| 239 |
+
"""Check if two geometries intersect.
|
| 240 |
+
|
| 241 |
+
Args:
|
| 242 |
+
wkt1: WKT of the first geometry
|
| 243 |
+
wkt2: WKT of the second geometry
|
| 244 |
+
|
| 245 |
+
Returns:
|
| 246 |
+
dict: Boolean indicating intersection
|
| 247 |
+
"""
|
| 248 |
+
try:
|
| 249 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 250 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 251 |
+
result = bool(pygeos.intersects(geom1, geom2))
|
| 252 |
+
return {"success": True, "intersects": result}
|
| 253 |
+
except Exception as e:
|
| 254 |
+
return {"success": False, "error": str(e)}
|
| 255 |
+
|
| 256 |
+
|
| 257 |
+
@mcp.tool()
|
| 258 |
+
def check_contains(wkt1: str, wkt2: str) -> dict:
|
| 259 |
+
"""Check if geometry 1 contains geometry 2.
|
| 260 |
+
|
| 261 |
+
Args:
|
| 262 |
+
wkt1: WKT of the container geometry
|
| 263 |
+
wkt2: WKT of the contained geometry
|
| 264 |
+
|
| 265 |
+
Returns:
|
| 266 |
+
dict: Boolean indicating containment
|
| 267 |
+
"""
|
| 268 |
+
try:
|
| 269 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 270 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 271 |
+
result = bool(pygeos.contains(geom1, geom2))
|
| 272 |
+
return {"success": True, "contains": result}
|
| 273 |
+
except Exception as e:
|
| 274 |
+
return {"success": False, "error": str(e)}
|
| 275 |
+
|
| 276 |
+
|
| 277 |
+
@mcp.tool()
|
| 278 |
+
def check_within(wkt1: str, wkt2: str) -> dict:
|
| 279 |
+
"""Check if geometry 1 is within geometry 2.
|
| 280 |
+
|
| 281 |
+
Args:
|
| 282 |
+
wkt1: WKT of the inner geometry
|
| 283 |
+
wkt2: WKT of the outer geometry
|
| 284 |
+
|
| 285 |
+
Returns:
|
| 286 |
+
dict: Boolean indicating if geometry 1 is within geometry 2
|
| 287 |
+
"""
|
| 288 |
+
try:
|
| 289 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 290 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 291 |
+
result = bool(pygeos.within(geom1, geom2))
|
| 292 |
+
return {"success": True, "within": result}
|
| 293 |
+
except Exception as e:
|
| 294 |
+
return {"success": False, "error": str(e)}
|
| 295 |
+
|
| 296 |
+
|
| 297 |
+
@mcp.tool()
|
| 298 |
+
def check_touches(wkt1: str, wkt2: str) -> dict:
|
| 299 |
+
"""Check if two geometries touch (share boundary but not interior).
|
| 300 |
+
|
| 301 |
+
Args:
|
| 302 |
+
wkt1: WKT of the first geometry
|
| 303 |
+
wkt2: WKT of the second geometry
|
| 304 |
+
|
| 305 |
+
Returns:
|
| 306 |
+
dict: Boolean indicating if geometries touch
|
| 307 |
+
"""
|
| 308 |
+
try:
|
| 309 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 310 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 311 |
+
result = bool(pygeos.touches(geom1, geom2))
|
| 312 |
+
return {"success": True, "touches": result}
|
| 313 |
+
except Exception as e:
|
| 314 |
+
return {"success": False, "error": str(e)}
|
| 315 |
+
|
| 316 |
+
|
| 317 |
+
@mcp.tool()
|
| 318 |
+
def check_crosses(wkt1: str, wkt2: str) -> dict:
|
| 319 |
+
"""Check if two geometries cross each other.
|
| 320 |
+
|
| 321 |
+
Args:
|
| 322 |
+
wkt1: WKT of the first geometry
|
| 323 |
+
wkt2: WKT of the second geometry
|
| 324 |
+
|
| 325 |
+
Returns:
|
| 326 |
+
dict: Boolean indicating if geometries cross
|
| 327 |
+
"""
|
| 328 |
+
try:
|
| 329 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 330 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 331 |
+
result = bool(pygeos.crosses(geom1, geom2))
|
| 332 |
+
return {"success": True, "crosses": result}
|
| 333 |
+
except Exception as e:
|
| 334 |
+
return {"success": False, "error": str(e)}
|
| 335 |
+
|
| 336 |
+
|
| 337 |
+
@mcp.tool()
|
| 338 |
+
def check_overlaps(wkt1: str, wkt2: str) -> dict:
|
| 339 |
+
"""Check if two geometries overlap.
|
| 340 |
+
|
| 341 |
+
Args:
|
| 342 |
+
wkt1: WKT of the first geometry
|
| 343 |
+
wkt2: WKT of the second geometry
|
| 344 |
+
|
| 345 |
+
Returns:
|
| 346 |
+
dict: Boolean indicating if geometries overlap
|
| 347 |
+
"""
|
| 348 |
+
try:
|
| 349 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 350 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 351 |
+
result = bool(pygeos.overlaps(geom1, geom2))
|
| 352 |
+
return {"success": True, "overlaps": result}
|
| 353 |
+
except Exception as e:
|
| 354 |
+
return {"success": False, "error": str(e)}
|
| 355 |
+
|
| 356 |
+
|
| 357 |
+
@mcp.tool()
|
| 358 |
+
def check_disjoint(wkt1: str, wkt2: str) -> dict:
|
| 359 |
+
"""Check if two geometries are disjoint (do not interact).
|
| 360 |
+
|
| 361 |
+
Args:
|
| 362 |
+
wkt1: WKT of the first geometry
|
| 363 |
+
wkt2: WKT of the second geometry
|
| 364 |
+
|
| 365 |
+
Returns:
|
| 366 |
+
dict: Boolean indicating if geometries are disjoint
|
| 367 |
+
"""
|
| 368 |
+
try:
|
| 369 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 370 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 371 |
+
result = bool(pygeos.disjoint(geom1, geom2))
|
| 372 |
+
return {"success": True, "disjoint": result}
|
| 373 |
+
except Exception as e:
|
| 374 |
+
return {"success": False, "error": str(e)}
|
| 375 |
+
|
| 376 |
+
|
| 377 |
+
@mcp.tool()
|
| 378 |
+
def is_valid(wkt: str) -> dict:
|
| 379 |
+
"""Check if a geometry is valid.
|
| 380 |
+
|
| 381 |
+
Args:
|
| 382 |
+
wkt: WKT of the geometry
|
| 383 |
+
|
| 384 |
+
Returns:
|
| 385 |
+
dict: Boolean indicating validity and reason if invalid
|
| 386 |
+
"""
|
| 387 |
+
try:
|
| 388 |
+
geom = pygeos.from_wkt(wkt)
|
| 389 |
+
valid = bool(pygeos.is_valid(geom))
|
| 390 |
+
reason = pygeos.is_valid_reason(geom) if not valid else None
|
| 391 |
+
return {"success": True, "is_valid": valid, "reason": reason}
|
| 392 |
+
except Exception as e:
|
| 393 |
+
return {"success": False, "error": str(e)}
|
| 394 |
+
|
| 395 |
+
|
| 396 |
+
@mcp.tool()
|
| 397 |
+
def is_simple(wkt: str) -> dict:
|
| 398 |
+
"""Check if a geometry is simple (no self-intersection).
|
| 399 |
+
|
| 400 |
+
Args:
|
| 401 |
+
wkt: WKT of the geometry
|
| 402 |
+
|
| 403 |
+
Returns:
|
| 404 |
+
dict: Boolean indicating if geometry is simple
|
| 405 |
+
"""
|
| 406 |
+
try:
|
| 407 |
+
geom = pygeos.from_wkt(wkt)
|
| 408 |
+
result = bool(pygeos.is_simple(geom))
|
| 409 |
+
return {"success": True, "is_simple": result}
|
| 410 |
+
except Exception as e:
|
| 411 |
+
return {"success": False, "error": str(e)}
|
| 412 |
+
|
| 413 |
+
|
| 414 |
+
# ==================== Constructive Operations ====================
|
| 415 |
+
|
| 416 |
+
@mcp.tool()
|
| 417 |
+
def buffer_geometry(wkt: str, distance: float, quad_segs: int = 8) -> dict:
|
| 418 |
+
"""Create a buffer around a geometry.
|
| 419 |
+
|
| 420 |
+
Args:
|
| 421 |
+
wkt: WKT of the geometry
|
| 422 |
+
distance: Buffer distance (positive for expansion, negative for erosion)
|
| 423 |
+
quad_segs: Number of segments for quarter circle approximation
|
| 424 |
+
|
| 425 |
+
Returns:
|
| 426 |
+
dict: WKT of the buffered geometry
|
| 427 |
+
"""
|
| 428 |
+
try:
|
| 429 |
+
geom = pygeos.from_wkt(wkt)
|
| 430 |
+
buffered = pygeos.buffer(geom, distance, quadsegs=quad_segs)
|
| 431 |
+
wkt_result = pygeos.to_wkt(buffered)
|
| 432 |
+
return {"success": True, "wkt": wkt_result}
|
| 433 |
+
except Exception as e:
|
| 434 |
+
return {"success": False, "error": str(e)}
|
| 435 |
+
|
| 436 |
+
|
| 437 |
+
@mcp.tool()
|
| 438 |
+
def simplify_geometry(wkt: str, tolerance: float, preserve_topology: bool = True) -> dict:
|
| 439 |
+
"""Simplify a geometry using Douglas-Peucker algorithm.
|
| 440 |
+
|
| 441 |
+
Args:
|
| 442 |
+
wkt: WKT of the geometry
|
| 443 |
+
tolerance: Simplification tolerance
|
| 444 |
+
preserve_topology: Whether to preserve topology
|
| 445 |
+
|
| 446 |
+
Returns:
|
| 447 |
+
dict: WKT of the simplified geometry
|
| 448 |
+
"""
|
| 449 |
+
try:
|
| 450 |
+
geom = pygeos.from_wkt(wkt)
|
| 451 |
+
simplified = pygeos.simplify(geom, tolerance, preserve_topology=preserve_topology)
|
| 452 |
+
wkt_result = pygeos.to_wkt(simplified)
|
| 453 |
+
return {"success": True, "wkt": wkt_result}
|
| 454 |
+
except Exception as e:
|
| 455 |
+
return {"success": False, "error": str(e)}
|
| 456 |
+
|
| 457 |
+
|
| 458 |
+
@mcp.tool()
|
| 459 |
+
def get_centroid(wkt: str) -> dict:
|
| 460 |
+
"""Get the centroid of a geometry.
|
| 461 |
+
|
| 462 |
+
Args:
|
| 463 |
+
wkt: WKT of the geometry
|
| 464 |
+
|
| 465 |
+
Returns:
|
| 466 |
+
dict: WKT of the centroid point
|
| 467 |
+
"""
|
| 468 |
+
try:
|
| 469 |
+
geom = pygeos.from_wkt(wkt)
|
| 470 |
+
centroid = pygeos.centroid(geom)
|
| 471 |
+
wkt_result = pygeos.to_wkt(centroid)
|
| 472 |
+
return {"success": True, "wkt": wkt_result}
|
| 473 |
+
except Exception as e:
|
| 474 |
+
return {"success": False, "error": str(e)}
|
| 475 |
+
|
| 476 |
+
|
| 477 |
+
@mcp.tool()
|
| 478 |
+
def get_convex_hull(wkt: str) -> dict:
|
| 479 |
+
"""Get the convex hull of a geometry.
|
| 480 |
+
|
| 481 |
+
Args:
|
| 482 |
+
wkt: WKT of the geometry
|
| 483 |
+
|
| 484 |
+
Returns:
|
| 485 |
+
dict: WKT of the convex hull
|
| 486 |
+
"""
|
| 487 |
+
try:
|
| 488 |
+
geom = pygeos.from_wkt(wkt)
|
| 489 |
+
hull = pygeos.convex_hull(geom)
|
| 490 |
+
wkt_result = pygeos.to_wkt(hull)
|
| 491 |
+
return {"success": True, "wkt": wkt_result}
|
| 492 |
+
except Exception as e:
|
| 493 |
+
return {"success": False, "error": str(e)}
|
| 494 |
+
|
| 495 |
+
|
| 496 |
+
@mcp.tool()
|
| 497 |
+
def get_envelope(wkt: str) -> dict:
|
| 498 |
+
"""Get the envelope (bounding box) of a geometry as a polygon.
|
| 499 |
+
|
| 500 |
+
Args:
|
| 501 |
+
wkt: WKT of the geometry
|
| 502 |
+
|
| 503 |
+
Returns:
|
| 504 |
+
dict: WKT of the envelope polygon
|
| 505 |
+
"""
|
| 506 |
+
try:
|
| 507 |
+
geom = pygeos.from_wkt(wkt)
|
| 508 |
+
envelope = pygeos.envelope(geom)
|
| 509 |
+
wkt_result = pygeos.to_wkt(envelope)
|
| 510 |
+
return {"success": True, "wkt": wkt_result}
|
| 511 |
+
except Exception as e:
|
| 512 |
+
return {"success": False, "error": str(e)}
|
| 513 |
+
|
| 514 |
+
|
| 515 |
+
@mcp.tool()
|
| 516 |
+
def get_boundary(wkt: str) -> dict:
|
| 517 |
+
"""Get the boundary of a geometry.
|
| 518 |
+
|
| 519 |
+
Args:
|
| 520 |
+
wkt: WKT of the geometry
|
| 521 |
+
|
| 522 |
+
Returns:
|
| 523 |
+
dict: WKT of the boundary
|
| 524 |
+
"""
|
| 525 |
+
try:
|
| 526 |
+
geom = pygeos.from_wkt(wkt)
|
| 527 |
+
boundary = pygeos.boundary(geom)
|
| 528 |
+
wkt_result = pygeos.to_wkt(boundary)
|
| 529 |
+
return {"success": True, "wkt": wkt_result}
|
| 530 |
+
except Exception as e:
|
| 531 |
+
return {"success": False, "error": str(e)}
|
| 532 |
+
|
| 533 |
+
|
| 534 |
+
@mcp.tool()
|
| 535 |
+
def make_valid(wkt: str) -> dict:
|
| 536 |
+
"""Make an invalid geometry valid.
|
| 537 |
+
|
| 538 |
+
Args:
|
| 539 |
+
wkt: WKT of the geometry
|
| 540 |
+
|
| 541 |
+
Returns:
|
| 542 |
+
dict: WKT of the valid geometry
|
| 543 |
+
"""
|
| 544 |
+
try:
|
| 545 |
+
geom = pygeos.from_wkt(wkt)
|
| 546 |
+
valid_geom = pygeos.make_valid(geom)
|
| 547 |
+
wkt_result = pygeos.to_wkt(valid_geom)
|
| 548 |
+
return {"success": True, "wkt": wkt_result, "is_valid": bool(pygeos.is_valid(valid_geom))}
|
| 549 |
+
except Exception as e:
|
| 550 |
+
return {"success": False, "error": str(e)}
|
| 551 |
+
|
| 552 |
+
|
| 553 |
+
# ==================== Set Operations ====================
|
| 554 |
+
|
| 555 |
+
@mcp.tool()
|
| 556 |
+
def geometry_intersection(wkt1: str, wkt2: str) -> dict:
|
| 557 |
+
"""Compute the intersection of two geometries.
|
| 558 |
+
|
| 559 |
+
Args:
|
| 560 |
+
wkt1: WKT of the first geometry
|
| 561 |
+
wkt2: WKT of the second geometry
|
| 562 |
+
|
| 563 |
+
Returns:
|
| 564 |
+
dict: WKT of the intersection
|
| 565 |
+
"""
|
| 566 |
+
try:
|
| 567 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 568 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 569 |
+
result = pygeos.intersection(geom1, geom2)
|
| 570 |
+
wkt_result = pygeos.to_wkt(result)
|
| 571 |
+
return {"success": True, "wkt": wkt_result, "is_empty": bool(pygeos.is_empty(result))}
|
| 572 |
+
except Exception as e:
|
| 573 |
+
return {"success": False, "error": str(e)}
|
| 574 |
+
|
| 575 |
+
|
| 576 |
+
@mcp.tool()
|
| 577 |
+
def geometry_union(wkt1: str, wkt2: str) -> dict:
|
| 578 |
+
"""Compute the union of two geometries.
|
| 579 |
+
|
| 580 |
+
Args:
|
| 581 |
+
wkt1: WKT of the first geometry
|
| 582 |
+
wkt2: WKT of the second geometry
|
| 583 |
+
|
| 584 |
+
Returns:
|
| 585 |
+
dict: WKT of the union
|
| 586 |
"""
|
| 587 |
+
try:
|
| 588 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 589 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 590 |
+
result = pygeos.union(geom1, geom2)
|
| 591 |
+
wkt_result = pygeos.to_wkt(result)
|
| 592 |
+
return {"success": True, "wkt": wkt_result}
|
| 593 |
+
except Exception as e:
|
| 594 |
+
return {"success": False, "error": str(e)}
|
| 595 |
|
|
|
|
|
|
|
| 596 |
|
| 597 |
+
@mcp.tool()
|
| 598 |
+
def geometry_difference(wkt1: str, wkt2: str) -> dict:
|
| 599 |
+
"""Compute the difference of two geometries (wkt1 - wkt2).
|
| 600 |
+
|
| 601 |
+
Args:
|
| 602 |
+
wkt1: WKT of the first geometry
|
| 603 |
+
wkt2: WKT of the geometry to subtract
|
| 604 |
+
|
| 605 |
Returns:
|
| 606 |
+
dict: WKT of the difference
|
| 607 |
+
"""
|
| 608 |
+
try:
|
| 609 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 610 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 611 |
+
result = pygeos.difference(geom1, geom2)
|
| 612 |
+
wkt_result = pygeos.to_wkt(result)
|
| 613 |
+
return {"success": True, "wkt": wkt_result, "is_empty": bool(pygeos.is_empty(result))}
|
| 614 |
+
except Exception as e:
|
| 615 |
+
return {"success": False, "error": str(e)}
|
| 616 |
+
|
| 617 |
+
|
| 618 |
+
@mcp.tool()
|
| 619 |
+
def geometry_symmetric_difference(wkt1: str, wkt2: str) -> dict:
|
| 620 |
+
"""Compute the symmetric difference of two geometries.
|
| 621 |
+
|
| 622 |
+
Args:
|
| 623 |
+
wkt1: WKT of the first geometry
|
| 624 |
+
wkt2: WKT of the second geometry
|
| 625 |
+
|
| 626 |
+
Returns:
|
| 627 |
+
dict: WKT of the symmetric difference
|
| 628 |
+
"""
|
| 629 |
+
try:
|
| 630 |
+
geom1 = pygeos.from_wkt(wkt1)
|
| 631 |
+
geom2 = pygeos.from_wkt(wkt2)
|
| 632 |
+
result = pygeos.symmetric_difference(geom1, geom2)
|
| 633 |
+
wkt_result = pygeos.to_wkt(result)
|
| 634 |
+
return {"success": True, "wkt": wkt_result}
|
| 635 |
+
except Exception as e:
|
| 636 |
+
return {"success": False, "error": str(e)}
|
| 637 |
+
|
| 638 |
+
|
| 639 |
+
# ==================== Linear Operations ====================
|
| 640 |
+
|
| 641 |
+
@mcp.tool()
|
| 642 |
+
def line_interpolate_point(wkt: str, distance: float, normalized: bool = False) -> dict:
|
| 643 |
+
"""Interpolate a point along a line at a given distance.
|
| 644 |
+
|
| 645 |
+
Args:
|
| 646 |
+
wkt: WKT of the line geometry
|
| 647 |
+
distance: Distance along the line (or fraction if normalized)
|
| 648 |
+
normalized: If True, distance is treated as fraction (0-1)
|
| 649 |
+
|
| 650 |
+
Returns:
|
| 651 |
+
dict: WKT of the interpolated point
|
| 652 |
+
"""
|
| 653 |
+
try:
|
| 654 |
+
geom = pygeos.from_wkt(wkt)
|
| 655 |
+
point = pygeos.line_interpolate_point(geom, distance, normalized=normalized)
|
| 656 |
+
wkt_result = pygeos.to_wkt(point)
|
| 657 |
+
return {"success": True, "wkt": wkt_result}
|
| 658 |
+
except Exception as e:
|
| 659 |
+
return {"success": False, "error": str(e)}
|
| 660 |
+
|
| 661 |
+
|
| 662 |
+
@mcp.tool()
|
| 663 |
+
def line_locate_point(line_wkt: str, point_wkt: str, normalized: bool = False) -> dict:
|
| 664 |
+
"""Find the distance along a line to the nearest point.
|
| 665 |
+
|
| 666 |
+
Args:
|
| 667 |
+
line_wkt: WKT of the line geometry
|
| 668 |
+
point_wkt: WKT of the point
|
| 669 |
+
normalized: If True, return fraction (0-1) instead of distance
|
| 670 |
+
|
| 671 |
+
Returns:
|
| 672 |
+
dict: Distance or fraction along the line
|
| 673 |
+
"""
|
| 674 |
+
try:
|
| 675 |
+
line = pygeos.from_wkt(line_wkt)
|
| 676 |
+
point = pygeos.from_wkt(point_wkt)
|
| 677 |
+
distance = float(pygeos.line_locate_point(line, point, normalized=normalized))
|
| 678 |
+
return {"success": True, "distance": distance, "normalized": normalized}
|
| 679 |
+
except Exception as e:
|
| 680 |
+
return {"success": False, "error": str(e)}
|
| 681 |
+
|
| 682 |
+
|
| 683 |
+
# ==================== Coordinate Operations ====================
|
| 684 |
+
|
| 685 |
+
@mcp.tool()
|
| 686 |
+
def get_coordinates(wkt: str) -> dict:
|
| 687 |
+
"""Extract coordinates from a geometry.
|
| 688 |
+
|
| 689 |
+
Args:
|
| 690 |
+
wkt: WKT of the geometry
|
| 691 |
+
|
| 692 |
+
Returns:
|
| 693 |
+
dict: Array of coordinates
|
| 694 |
+
"""
|
| 695 |
+
try:
|
| 696 |
+
geom = pygeos.from_wkt(wkt)
|
| 697 |
+
coords = pygeos.get_coordinates(geom).tolist()
|
| 698 |
+
return {"success": True, "coordinates": coords, "num_coordinates": len(coords)}
|
| 699 |
+
except Exception as e:
|
| 700 |
+
return {"success": False, "error": str(e)}
|
| 701 |
+
|
| 702 |
+
|
| 703 |
+
@mcp.tool()
|
| 704 |
+
def get_num_coordinates(wkt: str) -> dict:
|
| 705 |
+
"""Get the number of coordinates in a geometry.
|
| 706 |
+
|
| 707 |
+
Args:
|
| 708 |
+
wkt: WKT of the geometry
|
| 709 |
+
|
| 710 |
+
Returns:
|
| 711 |
+
dict: Number of coordinates
|
| 712 |
+
"""
|
| 713 |
+
try:
|
| 714 |
+
geom = pygeos.from_wkt(wkt)
|
| 715 |
+
num = int(pygeos.get_num_coordinates(geom))
|
| 716 |
+
return {"success": True, "num_coordinates": num}
|
| 717 |
+
except Exception as e:
|
| 718 |
+
return {"success": False, "error": str(e)}
|
| 719 |
+
|
| 720 |
+
|
| 721 |
+
# ==================== Utility ====================
|
| 722 |
+
|
| 723 |
+
@mcp.tool()
|
| 724 |
+
def get_pygeos_version() -> dict:
|
| 725 |
+
"""Get the PyGEOS library version.
|
| 726 |
+
|
| 727 |
+
Returns:
|
| 728 |
+
dict: Version information
|
| 729 |
"""
|
| 730 |
try:
|
|
|
|
|
|
|
| 731 |
return {
|
| 732 |
"success": True,
|
| 733 |
+
"pygeos_version": pygeos.__version__,
|
| 734 |
+
"geos_version": pygeos.geos_version_string
|
| 735 |
}
|
| 736 |
except Exception as e:
|
| 737 |
+
return {"success": False, "error": str(e)}
|
| 738 |
+
|
| 739 |
+
|
| 740 |
+
def create_app() -> FastMCP:
|
| 741 |
+
"""Create and return the FastMCP application instance.
|
| 742 |
+
|
| 743 |
+
Returns:
|
| 744 |
+
FastMCP: The application instance
|
| 745 |
+
"""
|
| 746 |
+
return mcp
|