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Posted to commits@sedona.apache.org by gi...@apache.org on 2025/09/23 03:59:28 UTC
(sedona-db) branch asf-site updated: Deployed 8f51711 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/sedona-db.git
The following commit(s) were added to refs/heads/asf-site by this push:
new 6800b97 Deployed 8f51711 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
6800b97 is described below
commit 6800b978e4e542c12987704b774bf7310654478d
Author: GitHub Actions <ac...@github.com>
AuthorDate: Tue Sep 23 03:59:23 2025 +0000
Deployed 8f51711 to latest-snapshot with MkDocs 1.6.1 and mike 2.1.3
---
latest-snapshot/404.html | 8 +-
latest-snapshot/contributors-guide/index.html | 58 +-
latest-snapshot/crs-examples.ipynb | 161 +-
latest-snapshot/crs-examples/index.html | 239 +-
latest-snapshot/geopandas-interop.ipynb | 41 +-
latest-snapshot/geopandas-interop/index.html | 40 +-
latest-snapshot/index.html | 19 +-
latest-snapshot/overture-examples.ipynb | 224 +-
latest-snapshot/overture-examples/index.html | 194 +-
latest-snapshot/programming-guide.ipynb | 6 +-
latest-snapshot/programming-guide/index.html | 17 +-
latest-snapshot/quickstart-python.ipynb | 77 +-
latest-snapshot/quickstart-python/index.html | 42 +-
latest-snapshot/reference/python/index.html | 14 +-
latest-snapshot/reference/sql-joins/index.html | 60 +-
latest-snapshot/reference/sql/index.html | 2920 +++++++++++++-------
latest-snapshot/requirements.txt | 2 +
.../{some_data.json => sample_geometries.json} | 0
latest-snapshot/search/search_index.json | 2 +-
latest-snapshot/sitemap.xml | 4 -
latest-snapshot/sitemap.xml.gz | Bin 319 -> 314 bytes
latest-snapshot/stylesheets/extra.css | 44 +-
latest-snapshot/tags/index.html | 1104 --------
.../working-with-parquet-files/index.html | 14 +-
24 files changed, 2666 insertions(+), 2624 deletions(-)
diff --git a/latest-snapshot/404.html b/latest-snapshot/404.html
index 3fad8bc..e36e847 100644
--- a/latest-snapshot/404.html
+++ b/latest-snapshot/404.html
@@ -586,12 +586,12 @@
<li class="md-nav__item">
- <a href="/sedonadb/latest/contributors-guide/" class="md-nav__link">
+ <a href="/sedonadb/latest/crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -609,12 +609,12 @@
<li class="md-nav__item">
- <a href="/sedonadb/latest/crs-examples/" class="md-nav__link">
+ <a href="/sedonadb/latest/contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
diff --git a/latest-snapshot/contributors-guide/index.html b/latest-snapshot/contributors-guide/index.html
index 2c1a41c..bfc9186 100644
--- a/latest-snapshot/contributors-guide/index.html
+++ b/latest-snapshot/contributors-guide/index.html
@@ -10,10 +10,10 @@
<link rel="canonical" href="https://sedona.apache.org/sedonadb/latest/contributors-guide/">
- <link rel="prev" href="../working-with-parquet-files/">
+ <link rel="prev" href="../crs-examples/">
- <link rel="next" href="../crs-examples/">
+ <link rel="next" href="../reference/python/">
<link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -609,6 +609,29 @@
+
+
+ <li class="md-nav__item">
+ <a href="../crs-examples/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Joining Geospatial Data with Different CRSs
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
+
+
+
+
@@ -796,29 +819,6 @@
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- CRS Examples
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
</ul>
</nav>
@@ -1562,7 +1562,7 @@ save and load various baselines).</p>
<nav class="md-footer__inner md-grid" aria-label="Footer">
- <a href="../working-with-parquet-files/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Working with Parquet Files">
+ <a href="../crs-examples/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Joining Geospatial Data with Different CRSs">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
@@ -1572,20 +1572,20 @@ save and load various baselines).</p>
Previous
</span>
<div class="md-ellipsis">
- Working with Parquet Files
+ Joining Geospatial Data with Different CRSs
</div>
</div>
</a>
- <a href="../crs-examples/" class="md-footer__link md-footer__link--next" aria-label="Next: CRS Examples">
+ <a href="../reference/python/" class="md-footer__link md-footer__link--next" aria-label="Next: Python Functions">
<div class="md-footer__title">
<span class="md-footer__direction">
Next
</span>
<div class="md-ellipsis">
- CRS Examples
+ Python Functions
</div>
</div>
<div class="md-footer__button md-icon">
diff --git a/latest-snapshot/crs-examples.ipynb b/latest-snapshot/crs-examples.ipynb
index 74192a3..0548891 100644
--- a/latest-snapshot/crs-examples.ipynb
+++ b/latest-snapshot/crs-examples.ipynb
@@ -5,21 +5,39 @@
"id": "91910e50-a5ae-4d5a-a431-62ac5fbc11ca",
"metadata": {},
"source": [
- "# Coordinate Reference System (CRS) Examples\n",
+ "# Joining Geospatial Data with Different CRSs.\n",
"\n",
- "This example demonstrates how one table with an EPSG 4326 CRS cannot be joined with another table that uses EPSG 3857."
+ "> Note: Before running this notebook, ensure that you have installed SedonaDB: `pip install \"sedona[db]\"`\n",
+ "\n",
+ "This example demonstrates how one table with an EPSG 4326 CRS cannot be joined with another table that uses EPSG 3857.\n",
+ "\n",
+ "A Coordinate Reference System (CRS) defines how the two-dimensional coordinates of a map relate to real locations on Earth. Operations like spatial joins, distance calculations, or overlays require all datasets to be in the same CRS to produce accurate results.\n",
+ "\n",
+ "This notebook demonstrates a key feature of SedonaDB: it protects users from generating incorrect results by raising an error if you attempt to join tables with mismatched coordinate reference systems."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "84493c4d",
+ "metadata": {},
+ "source": [
+ "We will walk through two examples:\n",
+ "\n",
+ "- Joining countries (using EPSG:4326, a geographic CRS) and cities (using EPSG:3857, a projected CRS).\n",
+ "\n",
+ "- Finding the number of buildings in Vermont by joining two large datasets with different coordinate reference systems."
]
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 22,
"id": "be8ffe47-dc89-4842-bb1e-1e8640afffc3",
"metadata": {},
"outputs": [],
"source": [
- "import sedonadb\n",
+ "import sedona.db\n",
"\n",
- "sd = sedonadb.connect()"
+ "sd = sedona.db.connect()"
]
},
{
@@ -54,9 +72,9 @@
"data": {
"text/plain": [
"SedonaSchema with 3 fields:\n",
- " name: Utf8View\n",
- " continent: Utf8View\n",
- " geometry: wkb_view <epsg:4326>"
+ " name: utf8<Utf8View>\n",
+ " continent: utf8<Utf8View>\n",
+ " geometry: geometry<WkbView(epsg:4326)>"
]
},
"execution_count": 3,
@@ -68,10 +86,26 @@
"countries.schema"
]
},
+ {
+ "cell_type": "markdown",
+ "id": "34676ec5",
+ "metadata": {},
+ "source": [
+ "## Example 1: Create a cities table with a Projected CRS\n",
+ "\n",
+ "We will now create a DataFrame containing several major US cities. The coordinates are provided in Web Mercator (EPSG:3857), which uses meters as its unit.\n",
+ "\n",
+ "We use the `ST_SetSRID` function to assign the correct CRS identifier to our geometry data. It's important to distinguish between these two key functions:\n",
+ "\n",
+ "`ST_SetSRID(geometry, srid)`: This function assigns an SRID to a geometry. It does not change the underlying coordinate values. You should only use this when your data has a CRS that SedonaDB was unable to infer.\n",
+ "\n",
+ "`ST_Transform(geometry, target_srid)`: This function transforms the geometry from its current CRS to a new one. It re-projects the coordinate values themselves."
+ ]
+ },
{
"cell_type": "code",
"execution_count": 4,
- "id": "12d94c4f-5e7f-47c6-b5cc-3a3363bbc290",
+ "id": "579e843f",
"metadata": {},
"outputs": [],
"source": [
@@ -93,8 +127,8 @@
"data": {
"text/plain": [
"SedonaSchema with 2 fields:\n",
- " city: Utf8\n",
- " geometry: wkb <epsg:3857>"
+ " city: utf8<Utf8>\n",
+ " geometry: geometry<Wkb(epsg:3857)>"
]
},
"execution_count": 5,
@@ -122,7 +156,7 @@
"id": "561b3c8c-4952-4fa7-9fe1-3fa0522b0d9f",
"metadata": {},
"source": [
- "## Join with mismatched CRSs\n",
+ "### Join with mismatched CRSs\n",
"\n",
"The cities and countries tables have different CRSs.\n",
"\n",
@@ -142,11 +176,11 @@
"evalue": "type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: epsg:3857 vs epsg:4326\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible.",
"output_type": "error",
"traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mSedonaError\u001b[0m Traceback (most recent call last)",
- "Cell \u001b[0;32mIn[7], line 6\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# join doesn't work when CRSs don't match\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[43msd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msql\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\"\"\u001b[39;49m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124;43mselect * from cities\u001b[39;49m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;124;43mjoin countries\u001b[39;49m\n\u001b[1;32m [...]
- "File \u001b[0;32m/opt/miniconda3/lib/python3.12/site-packages/sedonadb/dataframe.py:297\u001b[0m, in \u001b[0;36mDataFrame.show\u001b[0;34m(self, limit, width, ascii)\u001b[0m\n\u001b[1;32m 272\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Print the first limit rows to the console\u001b[39;00m\n\u001b[1;32m 273\u001b[0m \n\u001b[1;32m 274\u001b[0m \u001b[38;5;124;03mArgs:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 294\u001b[0m \n\u001b[1;32 [...]
- "\u001b[0;31mSedonaError\u001b[0m: type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: epsg:3857 vs epsg:4326\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible."
+ "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+ "\u001b[31mSedonaError\u001b[39m Traceback (most recent call last)",
+ "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[7]\u001b[39m\u001b[32m, line 6\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;66;03m# join doesn't work when CRSs don't match\u001b[39;00m\n\u001b[32m 2\u001b[39m \u001b[43msd\u001b[49m\u001b[43m.\u001b[49m\u001b[43msql\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\"\"\u001b[39;49m\n\u001b[32m 3\u001b[39m \u001b[33;43mselect * from cities\u001b[39;49m\n\u001b[32m 4\u001b[39m \u001b[33;43mjoin countries\u0 [...]
+ "\u001b[36mFile \u001b[39m\u001b[32m~/new-sedonadb/sedona-db/python/sedonadb/python/sedonadb/dataframe.py:380\u001b[39m, in \u001b[36mDataFrame.show\u001b[39m\u001b[34m(self, limit, width, ascii)\u001b[39m\n\u001b[32m 356\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Print the first limit rows to the console\u001b[39;00m\n\u001b[32m 357\u001b[39m \n\u001b[32m 358\u001b[39m \u001b[33;03mArgs:\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 377\u001b[39m \n\ [...]
+ "\u001b[31mSedonaError\u001b[39m: type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: epsg:3857 vs epsg:4326\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible."
]
}
],
@@ -164,14 +198,14 @@
"id": "41e6f59f-5217-40b2-b05a-9c95eae29df8",
"metadata": {},
"source": [
- "## Convert CRS and then join\n",
+ "### Convert CRS and then join\n",
"\n",
"Let's convert the cities table to use EPSG:4326 and then perform the join with the two tables once they have matching CRSs."
]
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 8,
"id": "122857c1-f68d-4037-9787-54c20706e60f",
"metadata": {},
"outputs": [],
@@ -185,7 +219,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 9,
"id": "947e085c-62a4-4315-b155-007a95156964",
"metadata": {},
"outputs": [
@@ -193,11 +227,11 @@
"data": {
"text/plain": [
"SedonaSchema with 2 fields:\n",
- " city: Utf8\n",
- " geometry: wkb <ogc:crs84>"
+ " city: utf8<Utf8>\n",
+ " geometry: geometry<Wkb(ogc:crs84)>"
]
},
- "execution_count": 14,
+ "execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
@@ -208,7 +242,7 @@
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 10,
"id": "3bcbaf7a-ec40-4b7e-85c2-db5ef1e3232e",
"metadata": {},
"outputs": [],
@@ -218,7 +252,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 11,
"id": "819c8d04-fa03-4ef8-aecb-e79d48f0b820",
"metadata": {},
"outputs": [
@@ -228,7 +262,7 @@
"text": [
"┌─────────────┬──────────────────────┬──────────────────────┬───────────────┬──────────────────────┐\n",
"│ city ┆ geometry ┆ name ┆ continent ┆ geometry │\n",
- "│ utf8 ┆ geometry ┆ utf8view ┆ utf8view ┆ geometry │\n",
+ "│ utf8 ┆ geometry ┆ utf8 ┆ utf8 ┆ geometry │\n",
"╞═════════════╪══════════════════════╪══════════════════════╪═══════════════╪══════════════════════╡\n",
"│ New York ┆ POINT(-74.006000039… ┆ United States of Am… ┆ North America ┆ MULTIPOLYGON(((-122… │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
@@ -259,14 +293,14 @@
"\n",
"The example highlights the following features:\n",
"\n",
- "1. SedonaDB reads the CRS stored in the files\n",
- "2. SedonaDB protects you from accidentally joining files with mismatched CRSs\n",
- "3. It's easy to convert a GeoPandas DataFrame => a SedonaDB DataFrame and maintain the CRS"
+ "1. SedonaDB reads the CRS stored in the files/\n",
+ "2. SedonaDB protects you from accidentally joining files with mismatched CRSs.\n",
+ "3. It's easy to convert a GeoPandas DataFrame to a SedonaDB DataFrame and maintain the CRS."
]
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 12,
"id": "d9ea1469-8e6d-4ef1-a440-5573c1345f0d",
"metadata": {},
"outputs": [],
@@ -279,7 +313,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 13,
"id": "46660482-3fed-4e6c-b37a-2947326e884a",
"metadata": {},
"outputs": [],
@@ -289,7 +323,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 14,
"id": "1571aa5e-638c-493a-90a1-0cffbeea0bd9",
"metadata": {},
"outputs": [
@@ -297,10 +331,10 @@
"data": {
"text/plain": [
"SedonaSchema with 1 field:\n",
- " geometry: wkb <epsg:32618>"
+ " geometry: geometry<Wkb(epsg:32618)>"
]
},
- "execution_count": 5,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -311,7 +345,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 15,
"id": "eb4b33f1-972e-4c18-bdbd-fd4fe268b339",
"metadata": {},
"outputs": [],
@@ -323,7 +357,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 16,
"id": "22baf082-736e-4881-9704-d57eea07068c",
"metadata": {},
"outputs": [
@@ -335,11 +369,11 @@
"│ geometry │\n",
"│ geometry │\n",
"╞═════════════════════════════════╡\n",
- "│ POINT(-77.10109681 42.53495524) │\n",
+ "│ POINT(-97.16154292 26.08759861) │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ POINT(-77.10048552 42.53695011) │\n",
+ "│ POINT(-97.1606625 26.08481) │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ POINT(-77.10096508 42.53681338) │\n",
+ "│ POINT(-97.16133375 26.08519809) │\n",
"└─────────────────────────────────┘\n"
]
}
@@ -350,7 +384,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 17,
"id": "e1d2d89d-8227-43ea-8507-fd6524fe2ac5",
"metadata": {},
"outputs": [
@@ -358,10 +392,10 @@
"data": {
"text/plain": [
"SedonaSchema with 1 field:\n",
- " geometry: wkb_view <ogc:crs84>"
+ " geometry: geometry<WkbView(ogc:crs84)>"
]
},
- "execution_count": 9,
+ "execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
@@ -372,7 +406,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 18,
"id": "e959081e-3a8d-4041-b00f-a19bca10be39",
"metadata": {},
"outputs": [
@@ -382,7 +416,7 @@
"129735970"
]
},
- "execution_count": 10,
+ "execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
@@ -393,7 +427,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 19,
"id": "d9ef702f-e424-4e53-9629-da6ed256ee7f",
"metadata": {},
"outputs": [],
@@ -404,7 +438,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 20,
"id": "0c300dad-aa60-4291-a10b-d2a332b37593",
"metadata": {},
"outputs": [
@@ -413,25 +447,28 @@
"evalue": "type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: ogc:crs84 vs epsg:32618\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible.",
"output_type": "error",
"traceback": [
- "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
- "\u001b[0;31mSedonaError\u001b[0m Traceback (most recent call last)",
- "Cell \u001b[0;32mIn[12], line 5\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[43msd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msql\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\"\"\u001b[39;49m\n\u001b[1;32m 2\u001b[0m \u001b[38;5;124;43mselect count(*) from buildings\u001b[39;49m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;124;43mjoin vermont\u001b[39;49m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;124;43mwhere ST_Intersects(buildings.geometry, vermont.geometry)\u [...]
- "File \u001b[0;32m/opt/miniconda3/lib/python3.12/site-packages/sedonadb/dataframe.py:297\u001b[0m, in \u001b[0;36mDataFrame.show\u001b[0;34m(self, limit, width, ascii)\u001b[0m\n\u001b[1;32m 272\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Print the first limit rows to the console\u001b[39;00m\n\u001b[1;32m 273\u001b[0m \n\u001b[1;32m 274\u001b[0m \u001b[38;5;124;03mArgs:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 294\u001b[0m \n\u001b[1;32 [...]
- "\u001b[0;31mSedonaError\u001b[0m: type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: ogc:crs84 vs epsg:32618\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible."
+ "\u001b[31m---------------------------------------------------------------------------\u001b[39m",
+ "\u001b[31mSedonaError\u001b[39m Traceback (most recent call last)",
+ "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[20]\u001b[39m\u001b[32m, line 8\u001b[39m\n\u001b[32m 1\u001b[39m \u001b[38;5;66;03m# Again, SedonaDB prevents accidentally joining files with mismatched CRSs.\u001b[39;00m\n\u001b[32m 2\u001b[39m \u001b[43msd\u001b[49m\u001b[43m.\u001b[49m\u001b[43msql\u001b[49m\u001b[43m(\u001b[49m\u001b[33;43m\"\"\"\u001b[39;49m\n\u001b[32m 3\u001b[39m \u001b[33;43mSELECT count(*) from buildings\u001b[39;49m\n\u001b[32m [...]
+ "\u001b[36mFile \u001b[39m\u001b[32m~/new-sedonadb/sedona-db/python/sedonadb/python/sedonadb/dataframe.py:380\u001b[39m, in \u001b[36mDataFrame.show\u001b[39m\u001b[34m(self, limit, width, ascii)\u001b[39m\n\u001b[32m 356\u001b[39m \u001b[38;5;250m\u001b[39m\u001b[33;03m\"\"\"Print the first limit rows to the console\u001b[39;00m\n\u001b[32m 357\u001b[39m \n\u001b[32m 358\u001b[39m \u001b[33;03mArgs:\u001b[39;00m\n\u001b[32m (...)\u001b[39m\u001b[32m 377\u001b[39m \n\ [...]
+ "\u001b[31mSedonaError\u001b[39m: type_coercion\ncaused by\nError during planning: Mismatched CRS arguments: ogc:crs84 vs epsg:32618\nUse ST_Transform() or ST_SetSRID() to ensure arguments are compatible."
]
}
],
"source": [
+ "# Again, SedonaDB prevents accidentally joining files with mismatched CRSs.\n",
"sd.sql(\"\"\"\n",
- "select count(*) from buildings\n",
- "join vermont\n",
- "where ST_Intersects(buildings.geometry, vermont.geometry)\n",
+ "SELECT count(*) from buildings\n",
+ "JOIN vermont\n",
+ "WHERE ST_Intersects(\n",
+ " buildings.geometry,\n",
+ " vermont.geometry)\n",
"\"\"\").show()"
]
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 21,
"id": "648984ce-ac7a-4f76-ac9f-17bd5c628bd0",
"metadata": {},
"outputs": [
@@ -450,16 +487,20 @@
],
"source": [
"sd.sql(\"\"\"\n",
- "select count(*) from buildings\n",
- "join vermont\n",
- "where ST_Intersects(buildings.geometry, ST_Transform(vermont.geometry, 'EPSG:4326'))\n",
+ "SELECT count(*)\n",
+ "FROM buildings\n",
+ "JOIN vermont\n",
+ "WHERE ST_Intersects(\n",
+ " buildings.geometry,\n",
+ " ST_Transform(vermont.geometry, 'EPSG:4326')\n",
+ ")\n",
"\"\"\").show()"
]
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": ".venv (3.13.3)",
"language": "python",
"name": "python3"
},
@@ -473,7 +514,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.4"
+ "version": "3.13.3"
}
},
"nbformat": 4,
diff --git a/latest-snapshot/crs-examples/index.html b/latest-snapshot/crs-examples/index.html
index be5f278..409c233 100644
--- a/latest-snapshot/crs-examples/index.html
+++ b/latest-snapshot/crs-examples/index.html
@@ -10,10 +10,10 @@
<link rel="canonical" href="https://sedona.apache.org/sedonadb/latest/crs-examples/">
- <link rel="prev" href="../contributors-guide/">
+ <link rel="prev" href="../working-with-parquet-files/">
- <link rel="next" href="../reference/python/">
+ <link rel="next" href="../contributors-guide/">
<link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -21,7 +21,7 @@
- <title>CRS Examples - SedonaDB</title>
+ <title>Joining Geospatial Data with Different CRSs - SedonaDB</title>
@@ -86,7 +86,7 @@
<div data-md-component="skip">
- <a href="#coordinate-reference-system-crs-examples" class="md-skip">
+ <a href="#joining-geospatial-data-with-different-crss" class="md-skip">
Skip to content
</a>
@@ -125,7 +125,7 @@
<div class="md-header__topic" data-md-component="header-topic">
<span class="md-ellipsis">
- CRS Examples
+ Joining Geospatial Data with Different CRSs
</span>
</div>
@@ -609,29 +609,6 @@
-
-
- <li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Contributors Guide
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
-
-
-
-
@@ -649,7 +626,7 @@
<span class="md-ellipsis">
- CRS Examples
+ Joining Geospatial Data with Different CRSs
</span>
@@ -662,7 +639,7 @@
<span class="md-ellipsis">
- CRS Examples
+ Joining Geospatial Data with Different CRSs
</span>
@@ -685,6 +662,16 @@
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
+ <a href="#example-1-create-a-cities-table-with-a-projected-crs" class="md-nav__link">
+ <span class="md-ellipsis">
+ Example 1: Create a cities table with a Projected CRS
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="Example 1: Create a cities table with a Projected CRS">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
<a href="#join-with-mismatched-crss" class="md-nav__link">
<span class="md-ellipsis">
Join with mismatched CRSs
@@ -692,14 +679,19 @@
</a>
</li>
-
- <li class="md-nav__item">
+
+ <li class="md-nav__item">
<a href="#convert-crs-and-then-join" class="md-nav__link">
<span class="md-ellipsis">
Convert CRS and then join
</span>
</a>
+</li>
+
+ </ul>
+ </nav>
+
</li>
<li class="md-nav__item">
@@ -720,6 +712,29 @@
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="../contributors-guide/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Contributors Guide
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
</ul>
</nav>
@@ -1063,6 +1078,16 @@
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
<li class="md-nav__item">
+ <a href="#example-1-create-a-cities-table-with-a-projected-crs" class="md-nav__link">
+ <span class="md-ellipsis">
+ Example 1: Create a cities table with a Projected CRS
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="Example 1: Create a cities table with a Projected CRS">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
<a href="#join-with-mismatched-crss" class="md-nav__link">
<span class="md-ellipsis">
Join with mismatched CRSs
@@ -1070,14 +1095,19 @@
</a>
</li>
-
- <li class="md-nav__item">
+
+ <li class="md-nav__item">
<a href="#convert-crs-and-then-join" class="md-nav__link">
<span class="md-ellipsis">
Convert CRS and then join
</span>
</a>
+</li>
+
+ </ul>
+ </nav>
+
</li>
<li class="md-nav__item">
@@ -1113,11 +1143,25 @@
-<h1 id="coordinate-reference-system-crs-examples">Coordinate Reference System (CRS) Examples<a class="headerlink" href="#coordinate-reference-system-crs-examples" title="Permanent link">¶</a></h1>
+<h1 id="joining-geospatial-data-with-different-crss">Joining Geospatial Data with Different CRSs.<a class="headerlink" href="#joining-geospatial-data-with-different-crss" title="Permanent link">¶</a></h1>
+<blockquote>
+<p>Note: Before running this notebook, ensure that you have installed SedonaDB: <code>pip install "sedona[db]"</code></p>
+</blockquote>
<p>This example demonstrates how one table with an EPSG 4326 CRS cannot be joined with another table that uses EPSG 3857.</p>
-<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">sedonadb</span>
+<p>A Coordinate Reference System (CRS) defines how the two-dimensional coordinates of a map relate to real locations on Earth. Operations like spatial joins, distance calculations, or overlays require all datasets to be in the same CRS to produce accurate results.</p>
+<p>This notebook demonstrates a key feature of SedonaDB: it protects users from generating incorrect results by raising an error if you attempt to join tables with mismatched coordinate reference systems.</p>
+<p>We will walk through two examples:</p>
+<ul>
+<li>
+<p>Joining countries (using EPSG:4326, a geographic CRS) and cities (using EPSG:3857, a projected CRS).</p>
+</li>
+<li>
+<p>Finding the number of buildings in Vermont by joining two large datasets with different coordinate reference systems.</p>
+</li>
+</ul>
+<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">sedona.db</span>
-<span class="n">sd</span> <span class="o">=</span> <span class="n">sedonadb</span><span class="o">.</span><span class="n">connect</span><span class="p">()</span>
+<span class="n">sd</span> <span class="o">=</span> <span class="n">sedona</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">connect</span><span class="p">()</span>
</code></pre></div>
<p>Read a table with a geometry column that uses EPSG 4326.</p>
<p>Note how SedonaDB reads the CRS specified in the Parquet file.</p>
@@ -1128,11 +1172,16 @@
<div class="highlight"><pre><span></span><code><span class="n">countries</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>SedonaSchema with 3 fields:
- name: Utf8View
- continent: Utf8View
- geometry: wkb_view <epsg:4326>
+ name: utf8<Utf8View>
+ continent: utf8<Utf8View>
+ geometry: geometry<WkbView(epsg:4326)>
</code></pre></div>
+<h2 id="example-1-create-a-cities-table-with-a-projected-crs">Example 1: Create a cities table with a Projected CRS<a class="headerlink" href="#example-1-create-a-cities-table-with-a-projected-crs" title="Permanent link">¶</a></h2>
+<p>We will now create a DataFrame containing several major US cities. The coordinates are provided in Web Mercator (EPSG:3857), which uses meters as its unit.</p>
+<p>We use the <code>ST_SetSRID</code> function to assign the correct CRS identifier to our geometry data. It's important to distinguish between these two key functions:</p>
+<p><code>ST_SetSRID(geometry, srid)</code>: This function assigns an SRID to a geometry. It does not change the underlying coordinate values. You should only use this when your data has a CRS that SedonaDB was unable to infer.</p>
+<p><code>ST_Transform(geometry, target_srid)</code>: This function transforms the geometry from its current CRS to a new one. It re-projects the coordinate values themselves.</p>
<div class="highlight"><pre><span></span><code><span class="n">cities</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
<span class="s2">SELECT city, ST_SetSRID(ST_GeomFromText(wkt), 3857) AS geometry FROM (VALUES</span>
<span class="s2"> ('New York', 'POINT(-8238310.24 4969803.34)'),</span>
@@ -1143,14 +1192,14 @@
<div class="highlight"><pre><span></span><code><span class="n">cities</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>SedonaSchema with 2 fields:
- city: Utf8
- geometry: wkb <epsg:3857>
+ city: utf8<Utf8>
+ geometry: geometry<Wkb(epsg:3857)>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">cities</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"cities"</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">countries</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"countries"</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</code></pre></div>
-<h2 id="join-with-mismatched-crss">Join with mismatched CRSs<a class="headerlink" href="#join-with-mismatched-crss" title="Permanent link">¶</a></h2>
+<h3 id="join-with-mismatched-crss">Join with mismatched CRSs<a class="headerlink" href="#join-with-mismatched-crss" title="Permanent link">¶</a></h3>
<p>The cities and countries tables have different CRSs.</p>
<p>The cities table uses EPSG:3857 and the countries table uses EPSG:4326.</p>
<p>Let's confirm that the code errors out if we try to join the mismatched tables.</p>
@@ -1174,15 +1223,14 @@
<span class="s">----> 6 """</span><span class="p">).</span><span class="nx">show</span><span class="p">()</span>
-<span class="nx">File</span><span class="w"> </span><span class="o">/</span><span class="nx">opt</span><span class="o">/</span><span class="nx">miniconda3</span><span class="o">/</span><span class="nx">lib</span><span class="o">/</span><span class="nx">python3</span><span class="m m-Double">.12</span><span class="o">/</span><span class="nx">site</span><span class="o">-</span><span class="nx">packages</span><span class="o">/</span><span class="nx">sedonadb</span><span class="o">/</span><s [...]
-<span class="w"> </span><span class="mi">272</span><span class="w"> </span><span class="s">"""Print the first limit rows to the console</span>
-<span class="s"> 273 </span>
-<span class="s"> 274 Args:</span>
-<span class="s"> (...)</span>
-<span class="s"> 294 </span>
-<span class="s"> 295 """</span>
-<span class="w"> </span><span class="mi">296</span><span class="w"> </span><span class="nx">width</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="nx">_out_width</span><span class="p">(</span><span class="nx">width</span><span class="p">)</span>
-<span class="o">--</span><span class="p">></span><span class="w"> </span><span class="mi">297</span><span class="w"> </span><span class="nx">print</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_impl</span><span class="p">.</span><span class="nx">show</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_ctx</span><span class="p">,</span><span class="w"> </span><span class="nx">limit</spa [...]
+<span class="nx">File</span><span class="w"> </span><span class="o">~/</span><span class="nx">new</span><span class="o">-</span><span class="nx">sedonadb</span><span class="o">/</span><span class="nx">sedona</span><span class="o">-</span><span class="nx">db</span><span class="o">/</span><span class="nx">python</span><span class="o">/</span><span class="nx">sedonadb</span><span class="o">/</span><span class="nx">python</span><span class="o">/</span><span class="nx">sedonadb</span><span cl [...]
+<span class="w"> </span><span class="mi">356</span><span class="w"> </span><span class="s">"""Print the first limit rows to the console</span>
+<span class="s"> 357 </span>
+<span class="s"> 358 Args:</span>
+<span class="s"> (...) 377 </span>
+<span class="s"> 378 """</span>
+<span class="w"> </span><span class="mi">379</span><span class="w"> </span><span class="nx">width</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="kp">self</span><span class="p">.</span><span class="nx">_out_width</span><span class="p">(</span><span class="nx">width</span><span class="p">)</span>
+<span class="o">--</span><span class="p">></span><span class="w"> </span><span class="mi">380</span><span class="w"> </span><span class="nx">print</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_impl</span><span class="p">.</span><span class="nx">show</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_ctx</span><span class="p">,</span><span class="w"> </span><span class="nx">limit</spa [...]
<span class="nx">SedonaError</span><span class="p">:</span><span class="w"> </span><span class="nx">type_coercion</span>
@@ -1191,7 +1239,7 @@
<span class="nx">Use</span><span class="w"> </span><span class="nx">ST_Transform</span><span class="p">()</span><span class="w"> </span><span class="k">or</span><span class="w"> </span><span class="nx">ST_SetSRID</span><span class="p">()</span><span class="w"> </span><span class="nx">to</span><span class="w"> </span><span class="nx">ensure</span><span class="w"> </span><span class="nx">arguments</span><span class="w"> </span><span class="nx">are</span><span class="w"> </span><span class= [...]
</code></pre></div>
-<h2 id="convert-crs-and-then-join">Convert CRS and then join<a class="headerlink" href="#convert-crs-and-then-join" title="Permanent link">¶</a></h2>
+<h3 id="convert-crs-and-then-join">Convert CRS and then join<a class="headerlink" href="#convert-crs-and-then-join" title="Permanent link">¶</a></h3>
<p>Let's convert the cities table to use EPSG:4326 and then perform the join with the two tables once they have matching CRSs.</p>
<div class="highlight"><pre><span></span><code><span class="c1"># update cities to use 4326</span>
<span class="n">cities</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
@@ -1202,8 +1250,8 @@
<div class="highlight"><pre><span></span><code><span class="n">cities</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>SedonaSchema with 2 fields:
- city: Utf8
- geometry: wkb <ogc:crs84>
+ city: utf8<Utf8>
+ geometry: geometry<Wkb(ogc:crs84)>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">cities</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"cities"</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
@@ -1217,7 +1265,7 @@
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌─────────────┬──────────────────────┬──────────────────────┬───────────────┬──────────────────────┐
│ city ┆ geometry ┆ name ┆ continent ┆ geometry │
-│ utf8 ┆ geometry ┆ utf8view ┆ utf8view ┆ geometry │
+│ utf8 ┆ geometry ┆ utf8 ┆ utf8 ┆ geometry │
╞═════════════╪══════════════════════╪══════════════════════╪═══════════════╪══════════════════════╡
│ New York ┆ POINT(-74.006000039… ┆ United States of Am… ┆ North America ┆ MULTIPOLYGON(((-122… │
├╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
@@ -1231,9 +1279,9 @@
<p>This example shows how to join a <code>vermont</code> table with an EPSG 32618 CRS with a <code>buildings</code> table that uses an EPSG 4326 CRS.</p>
<p>The example highlights the following features:</p>
<ol>
-<li>SedonaDB reads the CRS stored in the files</li>
-<li>SedonaDB protects you from accidentally joining files with mismatched CRSs</li>
-<li>It's easy to convert a GeoPandas DataFrame => a SedonaDB DataFrame and maintain the CRS</li>
+<li>SedonaDB reads the CRS stored in the files/</li>
+<li>SedonaDB protects you from accidentally joining files with mismatched CRSs.</li>
+<li>It's easy to convert a GeoPandas DataFrame to a SedonaDB DataFrame and maintain the CRS.</li>
</ol>
<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">geopandas</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">gpd</span>
@@ -1245,7 +1293,7 @@
<div class="highlight"><pre><span></span><code><span class="n">vermont</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>SedonaSchema with 1 field:
- geometry: wkb <epsg:32618>
+ geometry: geometry<Wkb(epsg:32618)>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">buildings</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">read_parquet</span><span class="p">(</span>
@@ -1258,18 +1306,18 @@
│ geometry │
│ geometry │
╞═════════════════════════════════╡
-│ POINT(-77.10109681 42.53495524) │
+│ POINT(-97.16154292 26.08759861) │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ POINT(-77.10048552 42.53695011) │
+│ POINT(-97.1606625 26.08481) │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ POINT(-77.10096508 42.53681338) │
+│ POINT(-97.16133375 26.08519809) │
└─────────────────────────────────┘
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">buildings</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>SedonaSchema with 1 field:
- geometry: wkb_view <ogc:crs84>
+ geometry: geometry<WkbView(ogc:crs84)>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">buildings</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
@@ -1280,33 +1328,38 @@
<div class="highlight"><pre><span></span><code><span class="n">buildings</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"buildings"</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
<span class="n">vermont</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"vermont"</span><span class="p">,</span> <span class="n">overwrite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
-<span class="s2">select count(*) from buildings</span>
-<span class="s2">join vermont</span>
-<span class="s2">where ST_Intersects(buildings.geometry, vermont.geometry)</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># Again, SedonaDB prevents accidentally joining files with mismatched CRSs.</span>
+<span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
+<span class="s2">SELECT count(*) from buildings</span>
+<span class="s2">JOIN vermont</span>
+<span class="s2">WHERE ST_Intersects(</span>
+<span class="s2"> buildings.geometry,</span>
+<span class="s2"> vermont.geometry)</span>
<span class="s2">"""</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code><span class="o">---------------------------------------------------------------------------</span>
<span class="nx">SedonaError</span><span class="w"> </span><span class="nx">Traceback</span><span class="w"> </span><span class="p">(</span><span class="nx">most</span><span class="w"> </span><span class="nx">recent</span><span class="w"> </span><span class="nx">call</span><span class="w"> </span><span class="nx">last</span><span class="p">)</span>
-<span class="nx">Cell</span><span class="w"> </span><span class="nx">In</span><span class="p">[</span><span class="mi">12</span><span class="p">],</span><span class="w"> </span><span class="nx">line</span><span class="w"> </span><span class="mi">5</span>
-<span class="w"> </span><span class="mi">1</span><span class="w"> </span><span class="nx">sd</span><span class="p">.</span><span class="nx">sql</span><span class="p">(</span><span class="s">"""</span>
-<span class="s"> 2 select count(*) from buildings</span>
-<span class="s"> 3 join vermont</span>
-<span class="s"> 4 where ST_Intersects(buildings.geometry, vermont.geometry)</span>
-<span class="s">----> 5 """</span><span class="p">).</span><span class="nx">show</span><span class="p">()</span>
+<span class="nx">Cell</span><span class="w"> </span><span class="nx">In</span><span class="p">[</span><span class="mi">20</span><span class="p">],</span><span class="w"> </span><span class="nx">line</span><span class="w"> </span><span class="mi">8</span>
+<span class="w"> </span><span class="mi">1</span><span class="w"> </span><span class="err">#</span><span class="w"> </span><span class="nx">Again</span><span class="p">,</span><span class="w"> </span><span class="nx">SedonaDB</span><span class="w"> </span><span class="nx">prevents</span><span class="w"> </span><span class="nx">accidentally</span><span class="w"> </span><span class="nx">joining</span><span class="w"> </span><span class="nx">files</span><span class="w"> </span><span c [...]
+<span class="w"> </span><span class="mi">2</span><span class="w"> </span><span class="nx">sd</span><span class="p">.</span><span class="nx">sql</span><span class="p">(</span><span class="s">"""</span>
+<span class="s"> 3 SELECT count(*) from buildings</span>
+<span class="s"> 4 JOIN vermont</span>
+<span class="s"> 5 WHERE ST_Intersects(</span>
+<span class="s"> 6 buildings.geometry,</span>
+<span class="s"> 7 vermont.geometry)</span>
+<span class="s">----> 8 """</span><span class="p">).</span><span class="nx">show</span><span class="p">()</span>
-<span class="nx">File</span><span class="w"> </span><span class="o">/</span><span class="nx">opt</span><span class="o">/</span><span class="nx">miniconda3</span><span class="o">/</span><span class="nx">lib</span><span class="o">/</span><span class="nx">python3</span><span class="m m-Double">.12</span><span class="o">/</span><span class="nx">site</span><span class="o">-</span><span class="nx">packages</span><span class="o">/</span><span class="nx">sedonadb</span><span class="o">/</span><s [...]
-<span class="w"> </span><span class="mi">272</span><span class="w"> </span><span class="s">"""Print the first limit rows to the console</span>
-<span class="s"> 273 </span>
-<span class="s"> 274 Args:</span>
-<span class="s"> (...)</span>
-<span class="s"> 294 </span>
-<span class="s"> 295 """</span>
-<span class="w"> </span><span class="mi">296</span><span class="w"> </span><span class="nx">width</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="nx">_out_width</span><span class="p">(</span><span class="nx">width</span><span class="p">)</span>
-<span class="o">--</span><span class="p">></span><span class="w"> </span><span class="mi">297</span><span class="w"> </span><span class="nx">print</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_impl</span><span class="p">.</span><span class="nx">show</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_ctx</span><span class="p">,</span><span class="w"> </span><span class="nx">limit</spa [...]
+<span class="nx">File</span><span class="w"> </span><span class="o">~/</span><span class="nx">new</span><span class="o">-</span><span class="nx">sedonadb</span><span class="o">/</span><span class="nx">sedona</span><span class="o">-</span><span class="nx">db</span><span class="o">/</span><span class="nx">python</span><span class="o">/</span><span class="nx">sedonadb</span><span class="o">/</span><span class="nx">python</span><span class="o">/</span><span class="nx">sedonadb</span><span cl [...]
+<span class="w"> </span><span class="mi">356</span><span class="w"> </span><span class="s">"""Print the first limit rows to the console</span>
+<span class="s"> 357 </span>
+<span class="s"> 358 Args:</span>
+<span class="s"> (...) 377 </span>
+<span class="s"> 378 """</span>
+<span class="w"> </span><span class="mi">379</span><span class="w"> </span><span class="nx">width</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="kp">self</span><span class="p">.</span><span class="nx">_out_width</span><span class="p">(</span><span class="nx">width</span><span class="p">)</span>
+<span class="o">--</span><span class="p">></span><span class="w"> </span><span class="mi">380</span><span class="w"> </span><span class="nx">print</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_impl</span><span class="p">.</span><span class="nx">show</span><span class="p">(</span><span class="kp">self</span><span class="p">.</span><span class="nx">_ctx</span><span class="p">,</span><span class="w"> </span><span class="nx">limit</spa [...]
<span class="nx">SedonaError</span><span class="p">:</span><span class="w"> </span><span class="nx">type_coercion</span>
@@ -1316,9 +1369,13 @@
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
-<span class="s2">select count(*) from buildings</span>
-<span class="s2">join vermont</span>
-<span class="s2">where ST_Intersects(buildings.geometry, ST_Transform(vermont.geometry, 'EPSG:4326'))</span>
+<span class="s2">SELECT count(*)</span>
+<span class="s2">FROM buildings</span>
+<span class="s2">JOIN vermont</span>
+<span class="s2">WHERE ST_Intersects(</span>
+<span class="s2"> buildings.geometry,</span>
+<span class="s2"> ST_Transform(vermont.geometry, 'EPSG:4326')</span>
+<span class="s2">)</span>
<span class="s2">"""</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌──────────┐
@@ -1348,7 +1405,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 22, 2025 04:01:07 UTC">September 22, 2025 04:01:07</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
@@ -1384,7 +1441,7 @@
<nav class="md-footer__inner md-grid" aria-label="Footer">
- <a href="../contributors-guide/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Contributors Guide">
+ <a href="../working-with-parquet-files/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Working with Parquet Files">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
@@ -1394,20 +1451,20 @@
Previous
</span>
<div class="md-ellipsis">
- Contributors Guide
+ Working with Parquet Files
</div>
</div>
</a>
- <a href="../reference/python/" class="md-footer__link md-footer__link--next" aria-label="Next: Python Functions">
+ <a href="../contributors-guide/" class="md-footer__link md-footer__link--next" aria-label="Next: Contributors Guide">
<div class="md-footer__title">
<span class="md-footer__direction">
Next
</span>
<div class="md-ellipsis">
- Python Functions
+ Contributors Guide
</div>
</div>
<div class="md-footer__button md-icon">
diff --git a/latest-snapshot/geopandas-interop.ipynb b/latest-snapshot/geopandas-interop.ipynb
index 0559c35..629c0c0 100644
--- a/latest-snapshot/geopandas-interop.ipynb
+++ b/latest-snapshot/geopandas-interop.ipynb
@@ -24,16 +24,23 @@
" under the License.\n",
"-->\n",
"\n",
- "# GeoPandas interoperability\n",
+ "# GeoPandas Interoperability\n",
"\n",
- "This example shows how to read a GeoJSON file with GeoPandas and then convert the GeoPandas DataFrame to a SedonaDB DataFrame.\n",
+ "> Note: Before running this notebook, ensure that you have installed SedonaDB: `pip install \"sedona[db]\"`\n",
+ "\n",
+ "This notebook shows how to leverage GeoPandas with SedonaDB for large-scale geospatial analysis.\n",
+ "\n",
+ "You'll learn how to:\n",
+ "\n",
+ "- Read common geospatial file formats like GeoJSON and FlatGeobuf into a GeoPandas GeoDataFrame\n",
+ "- Convert these data from these input formats into a SedonaDB DataFrame for large-scale analysis.\n",
"\n",
"Any file type that can be read by GeoPandas can also be read into a SedonaDB DataFrame!"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 10,
"id": "0434bead-2628-4844-a3f6-2f9c15a21899",
"metadata": {},
"outputs": [],
@@ -54,17 +61,17 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 11,
"id": "2691bd24-9b2d-4cf9-958d-4ef01d967cb3",
"metadata": {},
"outputs": [],
"source": [
- "gdf = gpd.read_file(\"some_data.json\")"
+ "gdf = gpd.read_file(\"sample_geometries.json\")"
]
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 12,
"id": "cd367a73-acd3-41cf-b892-7d863c370d5f",
"metadata": {},
"outputs": [
@@ -124,7 +131,7 @@
"2 value2 { \"this\": \"that\" } POLYGON ((100 0, 101 0, 101 1, 100 1, 100 0))"
]
},
- "execution_count": 10,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -135,7 +142,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 13,
"id": "454e08a3-de65-4151-9d29-5d5ee8cf31d3",
"metadata": {},
"outputs": [
@@ -170,7 +177,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 14,
"id": "385f6333-411d-4d1f-a09b-8816cccceabc",
"metadata": {},
"outputs": [],
@@ -180,7 +187,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 15,
"id": "186059ae-4cf8-48ec-878a-71e7a39ac07e",
"metadata": {},
"outputs": [
@@ -210,35 +217,37 @@
"id": "2f09cbbe-86b5-4eb4-b920-1b12f018d1a6",
"metadata": {},
"source": [
- "## Read a FlatGeobuf file\n",
+ "## Read and Convert Data From a FlatGeobuf file\n",
"\n",
"This code demonstrates how to read a FlatGeobuf file with GeoPandas and then convert it to a SedonaDB DataFrame."
]
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 16,
"id": "965ae9f3-293b-4e8e-92bf-1359a482bca3",
"metadata": {},
"outputs": [],
"source": [
+ "# Read a FlatGeobuf file with GeoPandas\n",
"path = \"https://raw.githubusercontent.com/geoarrow/geoarrow-data/v0.2.0/natural-earth/files/natural-earth_cities.fgb\"\n",
"gdf = gpd.read_file(path)"
]
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 17,
"id": "372c937f-da36-4e4b-98da-347890318a80",
"metadata": {},
"outputs": [],
"source": [
+ "# Convert the GeoPandas DataFrame to a SedonaDB DataFrame\n",
"df = sd.create_data_frame(gdf)"
]
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 18,
"id": "d99f4474-da3a-4834-9675-184a667b2a90",
"metadata": {},
"outputs": [
@@ -266,7 +275,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": ".venv (3.13.3)",
"language": "python",
"name": "python3"
},
@@ -280,7 +289,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.4"
+ "version": "3.13.3"
}
},
"nbformat": 4,
diff --git a/latest-snapshot/geopandas-interop/index.html b/latest-snapshot/geopandas-interop/index.html
index dea9033..1dc0bce 100644
--- a/latest-snapshot/geopandas-interop/index.html
+++ b/latest-snapshot/geopandas-interop/index.html
@@ -611,9 +611,9 @@
</li>
<li class="md-nav__item">
- <a href="#read-a-flatgeobuf-file" class="md-nav__link">
+ <a href="#read-and-convert-data-from-a-flatgeobuf-file" class="md-nav__link">
<span class="md-ellipsis">
- Read a FlatGeobuf file
+ Read and Convert Data From a FlatGeobuf file
</span>
</a>
@@ -681,12 +681,12 @@
<li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
+ <a href="../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -704,12 +704,12 @@
<li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
+ <a href="../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1081,9 +1081,9 @@
</li>
<li class="md-nav__item">
- <a href="#read-a-flatgeobuf-file" class="md-nav__link">
+ <a href="#read-and-convert-data-from-a-flatgeobuf-file" class="md-nav__link">
<span class="md-ellipsis">
- Read a FlatGeobuf file
+ Read and Convert Data From a FlatGeobuf file
</span>
</a>
@@ -1130,8 +1130,16 @@
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
---><h1 id="geopandas-interoperability">GeoPandas interoperability<a class="headerlink" href="#geopandas-interoperability" title="Permanent link">¶</a></h1>
-<p>This example shows how to read a GeoJSON file with GeoPandas and then convert the GeoPandas DataFrame to a SedonaDB DataFrame.</p>
+--><h1 id="geopandas-interoperability">GeoPandas Interoperability<a class="headerlink" href="#geopandas-interoperability" title="Permanent link">¶</a></h1>
+<blockquote>
+<p>Note: Before running this notebook, ensure that you have installed SedonaDB: <code>pip install "sedona[db]"</code></p>
+</blockquote>
+<p>This notebook shows how to leverage GeoPandas with SedonaDB for large-scale geospatial analysis.</p>
+<p>You'll learn how to:</p>
+<ul>
+<li>Read common geospatial file formats like GeoJSON and FlatGeobuf into a GeoPandas GeoDataFrame</li>
+<li>Convert these data from these input formats into a SedonaDB DataFrame for large-scale analysis.</li>
+</ul>
<p>Any file type that can be read by GeoPandas can also be read into a SedonaDB DataFrame!</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">sedona.db</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">geopandas</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">gpd</span>
@@ -1139,7 +1147,7 @@
<span class="n">sd</span> <span class="o">=</span> <span class="n">sedona</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">connect</span><span class="p">()</span>
</code></pre></div>
<h3 id="read-a-geojson-file-with-geopandas">Read a GeoJSON file with GeoPandas<a class="headerlink" href="#read-a-geojson-file-with-geopandas" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="n">gdf</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s2">"some_data.json"</span><span class="p">)</span>
+<div class="highlight"><pre><span></span><code><span class="n">gdf</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="s2">"sample_geometries.json"</span><span class="p">)</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">gdf</span>
</code></pre></div>
@@ -1220,12 +1228,14 @@
└────────┴────────────────────┴──────────────────────────────────────────┘
</code></pre></div>
-<h2 id="read-a-flatgeobuf-file">Read a FlatGeobuf file<a class="headerlink" href="#read-a-flatgeobuf-file" title="Permanent link">¶</a></h2>
+<h2 id="read-and-convert-data-from-a-flatgeobuf-file">Read and Convert Data From a FlatGeobuf file<a class="headerlink" href="#read-and-convert-data-from-a-flatgeobuf-file" title="Permanent link">¶</a></h2>
<p>This code demonstrates how to read a FlatGeobuf file with GeoPandas and then convert it to a SedonaDB DataFrame.</p>
-<div class="highlight"><pre><span></span><code><span class="n">path</span> <span class="o">=</span> <span class="s2">"https://raw.githubusercontent.com/geoarrow/geoarrow-data/v0.2.0/natural-earth/files/natural-earth_cities.fgb"</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># Read a FlatGeobuf file with GeoPandas</span>
+<span class="n">path</span> <span class="o">=</span> <span class="s2">"https://raw.githubusercontent.com/geoarrow/geoarrow-data/v0.2.0/natural-earth/files/natural-earth_cities.fgb"</span>
<span class="n">gdf</span> <span class="o">=</span> <span class="n">gpd</span><span class="o">.</span><span class="n">read_file</span><span class="p">(</span><span class="n">path</span><span class="p">)</span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="n">df</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">create_data_frame</span><span class="p">(</span><span class="n">gdf</span><span class="p">)</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># Convert the GeoPandas DataFrame to a SedonaDB DataFrame</span>
+<span class="n">df</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">create_data_frame</span><span class="p">(</span><span class="n">gdf</span><span class="p">)</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">df</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="mi">3</span><span class="p">)</span>
</code></pre></div>
@@ -1260,7 +1270,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 18, 2025 00:36:42 UTC">September 18, 2025 00:36:42</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/index.html b/latest-snapshot/index.html
index 7772976..9d9d2ff 100644
--- a/latest-snapshot/index.html
+++ b/latest-snapshot/index.html
@@ -688,12 +688,12 @@
<li class="md-nav__item">
- <a href="contributors-guide/" class="md-nav__link">
+ <a href="crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -711,12 +711,12 @@
<li class="md-nav__item">
- <a href="crs-examples/" class="md-nav__link">
+ <a href="contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1155,7 +1155,7 @@
KIND, either express or implied. See the License for the
specific language governing permissions and limitations
under the License.
---><p>SedonaDB is an open-source single-node analytical database engine with <strong>geospatial as the first-class citizen</strong>. It aims to deliver the fastest spatial analytics query speed and the most comprehensive function coverage available.</p>
+--><p>SedonaDB is an open-source single-node analytical database engine with <strong>geospatial as a first-class citizen</strong>. It aims to deliver the fastest spatial analytics query speed and the most comprehensive function coverage available.</p>
<p>SedonaDB is perfect for processing smaller to medium datasets on local machines or cloud instances. For distributed workloads, you can leverage the power of SedonaSpark, SedonaFlink, or SedonaSnow.</p>
<h2 id="architecture">Architecture<a class="headerlink" href="#architecture" title="Permanent link">¶</a></h2>
<p><a class="glightbox" data-type="image" data-width="100%" data-height="auto" href="image/sedonadb-architecture.svg" data-desc-position="bottom"><img alt="SedonaDB Architecture" src="image/sedonadb-architecture.svg"></a></p>
@@ -1221,14 +1221,13 @@
<span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"SELECT ST_Point(0, 1) as geom"</span><span class="p">)</span>
</code></pre></div>
</div>
-<div class="tabbed-block">
+<div class="tabbed-block"></div>
+</div>
+</div>
<div class="highlight"><pre><span></span><code><span class="nf">library</span><span class="p">(</span><span class="n">sedonadb</span><span class="p">)</span>
<span class="nf">sd_sql</span><span class="p">(</span><span class="s">"SELECT ST_Point(0, 1) as geom"</span><span class="p">)</span>
</code></pre></div>
-</div>
-</div>
-</div>
<h2 id="have-questions">Have questions?<a class="headerlink" href="#have-questions" title="Permanent link">¶</a></h2>
<p>Start a <a href="https://github.com/apache/sedona/discussions">GitHub Discussion</a> or join the <a href="https://discord.com/invite/9A3k5dEBsY">Discord community</a> and ask the developers any questions you may have.</p>
<p>We look forward to collaborating with you!</p>
@@ -1252,7 +1251,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 01:52:03 UTC">September 23, 2025 01:52:03</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/overture-examples.ipynb b/latest-snapshot/overture-examples.ipynb
index 115147d..ab1fd81 100644
--- a/latest-snapshot/overture-examples.ipynb
+++ b/latest-snapshot/overture-examples.ipynb
@@ -26,12 +26,19 @@
"\n",
"# SedonaDB Overture Examples\n",
"\n",
- "This notebook shows how to query the Overture data with SedonaDB!"
+ "> Note: Before running this notebook, ensure that you have installed SedonaDB: `pip install \"sedona[db]\"`\n",
+ "\n",
+ "This notebook demonstrates how to query and analyze the [Overture Maps](https://overturemaps.org/) dataset using SedonaDB.\n",
+ "\n",
+ "The notebook explains how to:\n",
+ "* Load Overture data for the `buildings` and `divisions` themes directly from S3.\n",
+ "* Perform spatial queries to find features within a specific geographic area.\n",
+ "* Optimize subsequent query performance by caching a subset of data in memory."
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"id": "6d6fa0ab-b4ed-4e60-b099-a1af0998b486",
"metadata": {},
"outputs": [],
@@ -55,7 +62,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 2,
"id": "52855769-4872-472a-9c42-afced3d85ca8",
"metadata": {},
"outputs": [],
@@ -67,7 +74,7 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 3,
"id": "b45b5e5c-64ed-49ba-a8aa-9f2292f617c6",
"metadata": {},
"outputs": [
@@ -77,27 +84,27 @@
"text": [
"┌──────────────────────────────────────┬─────────────────────────────────────────┬───┬─────────────┐\n",
"│ id ┆ geometry ┆ … ┆ roof_height │\n",
- "│ utf8view ┆ wkb_view <ogc:crs84> ┆ ┆ float64 │\n",
+ "│ utf8 ┆ geometry ┆ ┆ float64 │\n",
"╞══════════════════════════════════════╪═════════════════════════════════════════╪═══╪═════════════╡\n",
- "│ 06533301-f2ec-42e0-8138-732ac25a7497 ┆ POLYGON((-58.4757066 -34.7389169,-58.4… ┆ … ┆ │\n",
+ "│ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 25.7460051,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ cc0c048c-088d-4cb3-9982-3961edfdf416 ┆ POLYGON((-58.4755777 -34.7389131,-58.4… ┆ … ┆ │\n",
+ "│ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 25.7517374,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ e52a0dbc-fb93-40e2-b1df-03626855299c ┆ POLYGON((-58.4754112 -34.7394253,-58.4… ┆ … ┆ │\n",
+ "│ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 25.7493614,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 28526977-9920-4cec-9840-5dd409a7cded ┆ POLYGON((-58.4752088 -34.7394754,-58.4… ┆ … ┆ │\n",
+ "│ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 25.7465883,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 0bc4c042-52ea-4ae7-9200-56221805fa2f ┆ POLYGON((-58.475273 -34.7394421,-58.47… ┆ … ┆ │\n",
+ "│ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 25.7150521,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ c21dfee1-f5d9-4e0a-91cf-796f117518d4 ┆ POLYGON((-58.4750977 -34.7394357,-58.4… ┆ … ┆ │\n",
+ "│ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 25.7149905,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 3fe5efdd-1739-4088-8c8e-6f7f1b7cfcfe ┆ POLYGON((-58.4751684 -34.7394288,-58.4… ┆ … ┆ │\n",
+ "│ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 25.71648,-105.75… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ c144becc-fc8a-4bbc-aeef-359ac56a925a ┆ POLYGON((-58.4751787 -34.739396,-58.47… ┆ … ┆ │\n",
+ "│ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 25.7197151,-105.76… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 79d6c10a-2ff2-429d-a0e7-6eefc8939d14 ┆ POLYGON((-58.4753719 -34.7393189,-58.4… ┆ … ┆ │\n",
+ "│ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 25.7197994,-105.… ┆ … ┆ │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ c1664c2d-2c0f-44c4-af08-58176e360613 ┆ POLYGON((-58.4753269 -34.7391919,-58.4… ┆ … ┆ │\n",
+ "│ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 25.7190388,-105.… ┆ … ┆ │\n",
"└──────────────────────────────────────┴─────────────────────────────────────────┴───┴─────────────┘\n"
]
}
@@ -108,7 +115,7 @@
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 4,
"id": "e37a023e-0e80-403a-a65b-b5a190004f72",
"metadata": {},
"outputs": [],
@@ -118,7 +125,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 5,
"id": "ebfe4776-e08f-4f38-97fc-fca8ec6fc364",
"metadata": {},
"outputs": [
@@ -136,7 +143,7 @@
}
],
"source": [
- "# the buildings table is large and contains millions of rows\n",
+ "# the buildings table is large and contains billions of rows\n",
"sd.sql(\"\"\"\n",
"SELECT\n",
" COUNT(*)\n",
@@ -147,7 +154,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 6,
"id": "b73f670d-0d10-4a7a-bfc7-e2abe5d9edd2",
"metadata": {},
"outputs": [
@@ -155,33 +162,33 @@
"data": {
"text/plain": [
"SedonaSchema with 24 fields:\n",
- " id: Utf8View\n",
- " geometry: wkb_view <ogc:crs84>\n",
- " bbox: Struct(xmin Float32, xmax Float32, ymin Float32, ymax Float32)\n",
- " version: Int32\n",
- " sources: List(Field { name: \"element\", data_type: Struct([Field { name: \"property\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"dataset\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"record_id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"update_time\", data_type: Utf8, nullable: true, dict_id: 0, dict_is [...]
- " level: Int32\n",
- " subtype: Utf8View\n",
- " class: Utf8View\n",
- " height: Float64\n",
- " names: Struct(primary Utf8, common Map(Field { name: \"key_value\", data_type: Struct([Field { name: \"key\", data_type: Utf8, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, false), rules List(Field { name: \"element\", data_type: Struct([Field { name: \"variant\", data_type: Ut [...]
- " has_parts: Boolean\n",
- " is_underground: Boolean\n",
- " num_floors: Int32\n",
- " num_floors_underground: Int32\n",
- " min_height: Float64\n",
- " min_floor: Int32\n",
- " facade_color: Utf8View\n",
- " facade_material: Utf8View\n",
- " roof_material: Utf8View\n",
- " roof_shape: Utf8View\n",
- " roof_direction: Float64\n",
- " roof_orientation: Utf8View\n",
- " roof_color: Utf8View\n",
- " roof_height: Float64"
+ " id: utf8<Utf8View>\n",
+ " geometry: geometry<WkbView(ogc:crs84)>\n",
+ " bbox: struct<Struct(xmin Float32, xmax Float32, ymin Float32, ymax Float32)>\n",
+ " version: int32<Int32>\n",
+ " sources: list<List(Field { name: \"element\", data_type: Struct([Field { name: \"property\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"dataset\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"record_id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"update_time\", data_type: Utf8, nullable: true, dict_id: 0, di [...]
+ " level: int32<Int32>\n",
+ " subtype: utf8<Utf8View>\n",
+ " class: utf8<Utf8View>\n",
+ " height: float64<Float64>\n",
+ " names: struct<Struct(primary Utf8, common Map(Field { name: \"key_value\", data_type: Struct([Field { name: \"key\", data_type: Utf8, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, false), rules List(Field { name: \"element\", data_type: Struct([Field { name: \"variant\", data_t [...]
+ " has_parts: boolean<Boolean>\n",
+ " is_underground: boolean<Boolean>\n",
+ " num_floors: int32<Int32>\n",
+ " num_floors_underground: int32<Int32>\n",
+ " min_height: float64<Float64>\n",
+ " min_floor: int32<Int32>\n",
+ " facade_color: utf8<Utf8View>\n",
+ " facade_material: utf8<Utf8View>\n",
+ " roof_material: utf8<Utf8View>\n",
+ " roof_shape: utf8<Utf8View>\n",
+ " roof_direction: float64<Float64>\n",
+ " roof_orientation: utf8<Utf8View>\n",
+ " roof_color: utf8<Utf8View>\n",
+ " roof_height: float64<Float64>"
]
},
- "execution_count": 11,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
@@ -193,7 +200,7 @@
},
{
"cell_type": "code",
- "execution_count": 12,
+ "execution_count": 7,
"id": "68d1b68c-dd26-45c2-944f-61138b212943",
"metadata": {},
"outputs": [
@@ -203,7 +210,7 @@
"text": [
"┌─────────────────────────┬────────────────────┬────────────┬────────────┬─────────────────────────┐\n",
"│ id ┆ height ┆ num_floors ┆ roof_shape ┆ centroid │\n",
- "│ utf8view ┆ float64 ┆ int32 ┆ utf8view ┆ wkb <ogc:crs84> │\n",
+ "│ utf8 ┆ float64 ┆ int32 ┆ utf8 ┆ geometry │\n",
"╞═════════════════════════╪════════════════════╪════════════╪════════════╪═════════════════════════╡\n",
"│ 1b9040c2-2e79-4f56-aba… ┆ 22.4 ┆ ┆ ┆ POINT(-74.230407502993… │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
@@ -219,8 +226,11 @@
}
],
"source": [
- "# find all the buildings in New York city that are taller than 20 meters\n",
- "nyc_bbox_wkt = \"POLYGON((-74.2591 40.4774, -74.2591 40.9176, -73.7004 40.9176, -73.7004 40.4774, -74.2591 40.4774))\"\n",
+ "# find all the buildings in New York City that are taller than 20 meters\n",
+ "nyc_bbox_wkt = (\n",
+ " \"POLYGON((-74.2591 40.4774, -74.2591 40.9176, -73.7004 40.9176, \"\n",
+ " \"-73.7004 40.4774, -74.2591 40.4774))\"\n",
+ ")\n",
"sd.sql(f\"\"\"\n",
"SELECT\n",
" id,\n",
@@ -234,7 +244,10 @@
" is_underground = FALSE\n",
" AND height IS NOT NULL\n",
" AND height > 20\n",
- " AND ST_Intersects(geometry, ST_SetSRID(ST_GeomFromText('{nyc_bbox_wkt}'), 4326))\n",
+ " AND ST_Intersects(\n",
+ " geometry,\n",
+ " ST_SetSRID(ST_GeomFromText('{nyc_bbox_wkt}'), 4326)\n",
+ " )\n",
"LIMIT 5;\n",
"\"\"\").show()"
]
@@ -249,7 +262,7 @@
},
{
"cell_type": "code",
- "execution_count": 13,
+ "execution_count": 8,
"id": "d9f122d3-4d90-46b0-ab9a-259a71cc423b",
"metadata": {},
"outputs": [],
@@ -261,7 +274,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 9,
"id": "19a75b19-0b56-4167-b3f1-73a171ecc480",
"metadata": {},
"outputs": [
@@ -269,41 +282,41 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "┌────────────────┬────────────────┬────────────────┬───┬────────────────┬──────────┬───────────────┐\n",
- "│ id ┆ geometry ┆ bbox ┆ … ┆ is_territorial ┆ region ┆ division_id │\n",
- "│ utf8view ┆ wkb_view <ogc… ┆ struct(xmin f… ┆ ┆ boolean ┆ utf8view ┆ utf8view │\n",
- "╞════════════════╪════════════════╪════════════════╪═══╪════════════════╪══════════╪═══════════════╡\n",
- "│ 61912ffd-060b… ┆ POLYGON((23.3… ┆ {xmin: 22.735… ┆ … ┆ true ┆ ZA-EC ┆ 2711d6ca-ac1… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 7647b992-e0d6… ┆ POLYGON((26.5… ┆ {xmin: 26.521… ┆ … ┆ true ┆ ZA-EC ┆ 0e8a08eb-6f2… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 4058785b-82c9… ┆ MULTIPOLYGON(… ┆ {xmin: 22.735… ┆ … ┆ false ┆ ZA-EC ┆ 2711d6ca-ac1… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ cd9389b7-3451… ┆ POLYGON((26.5… ┆ {xmin: 26.373… ┆ … ┆ true ┆ ZA-EC ┆ 9d59ea5e-408… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ a60ae908-e6fa… ┆ POLYGON((26.6… ┆ {xmin: 26.541… ┆ … ┆ true ┆ ZA-EC ┆ f49ef082-3c2… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ fd070cbb-4aaa… ┆ POLYGON((26.1… ┆ {xmin: 26.084… ┆ … ┆ true ┆ ZA-EC ┆ 513b5a9c-c29… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 70479601-dc12… ┆ POLYGON((26.4… ┆ {xmin: 26.222… ┆ … ┆ true ┆ ZA-EC ┆ 2ade34e5-955… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 3a294b23-f674… ┆ POLYGON((24.5… ┆ {xmin: 24.503… ┆ … ┆ true ┆ ZA-EC ┆ 4f63d19f-2ca… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 48b3e344-10a4… ┆ POLYGON((26.6… ┆ {xmin: 26.557… ┆ … ┆ true ┆ ZA-EC ┆ 20d890bb-1a4… │\n",
- "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
- "│ 92e71cf6-fa94… ┆ POLYGON((25.8… ┆ {xmin: 25.799… ┆ … ┆ true ┆ ZA-EC ┆ 4202ec06-188… │\n",
- "└────────────────┴────────────────┴────────────────┴───┴────────────────┴──────────┴───────────────┘\n"
+ "┌─────────────────┬────────────────┬────────────────┬───┬────────────────┬────────┬────────────────┐\n",
+ "│ id ┆ geometry ┆ bbox ┆ … ┆ is_territorial ┆ region ┆ division_id │\n",
+ "│ utf8 ┆ geometry ┆ struct ┆ ┆ boolean ┆ utf8 ┆ utf8 │\n",
+ "╞═════════════════╪════════════════╪════════════════╪═══╪════════════════╪════════╪════════════════╡\n",
+ "│ 6dd2a4d4-542f-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 4b010ede-3285… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ 5eef9108-6811-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 4aa05d3a-0300… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ fe123780-bf85-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 63c6570b-70fd… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ c0f0c861-a3bc-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ c3fc4642-f97b… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ a57076cb-c74d-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 5d206247-f4b2… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ d86411e8-02a1-… ┆ POLYGON((-82.… ┆ {xmin: -82.40… ┆ … ┆ true ┆ PA-4 ┆ c5564623-b42e… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ d13f593f-7fde-… ┆ POLYGON((-82.… ┆ {xmin: -82.39… ┆ … ┆ true ┆ PA-4 ┆ b02aa2a3-3889… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ 3598138e-788a-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 6700edfc-96e5… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ a5cecb4f-d6d1-… ┆ POLYGON((-82.… ┆ {xmin: -82.38… ┆ … ┆ true ┆ PA-4 ┆ 9f24a80b-355d… │\n",
+ "├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
+ "│ a4d912fc-69d9-… ┆ POLYGON((-82.… ┆ {xmin: -82.37… ┆ … ┆ true ┆ PA-4 ┆ 65786eba-d8fd… │\n",
+ "└─────────────────┴────────────────┴────────────────┴───┴────────────────┴────────┴────────────────┘\n"
]
}
],
"source": [
- "# take a look at a few rows of data\n",
+ "# inspect a few rows of the data\n",
"df.show(10)"
]
},
{
"cell_type": "code",
- "execution_count": 15,
+ "execution_count": 10,
"id": "03b951de-3397-4fcf-9baf-50e139a38dd4",
"metadata": {},
"outputs": [],
@@ -313,7 +326,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 11,
"id": "9c6bd69d-9407-432a-bdc8-d60976237a3a",
"metadata": {},
"outputs": [
@@ -340,7 +353,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 12,
"id": "75a6d0ed-9767-4d36-a77a-4afb7952fbe4",
"metadata": {},
"outputs": [
@@ -348,22 +361,22 @@
"data": {
"text/plain": [
"SedonaSchema with 13 fields:\n",
- " id: Utf8View\n",
- " geometry: wkb_view <ogc:crs84>\n",
- " bbox: Struct(xmin Float32, xmax Float32, ymin Float32, ymax Float32)\n",
- " country: Utf8View\n",
- " version: Int32\n",
- " sources: List(Field { name: \"element\", data_type: Struct([Field { name: \"property\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"dataset\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"record_id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"update_time\", data_type: Utf8, nullable: true, dict_id: 0, dict_is [...]
- " subtype: Utf8View\n",
- " class: Utf8View\n",
- " names: Struct(primary Utf8, common Map(Field { name: \"key_value\", data_type: Struct([Field { name: \"key\", data_type: Utf8, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, false), rules List(Field { name: \"element\", data_type: Struct([Field { name: \"variant\", data_type: Ut [...]
- " is_land: Boolean\n",
- " is_territorial: Boolean\n",
- " region: Utf8View\n",
- " division_id: Utf8View"
+ " id: utf8<Utf8View>\n",
+ " geometry: geometry<WkbView(ogc:crs84)>\n",
+ " bbox: struct<Struct(xmin Float32, xmax Float32, ymin Float32, ymax Float32)>\n",
+ " country: utf8<Utf8View>\n",
+ " version: int32<Int32>\n",
+ " sources: list<List(Field { name: \"element\", data_type: Struct([Field { name: \"property\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"dataset\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"record_id\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"update_time\", data_type: Utf8, nullable: true, dict_id: 0, di [...]
+ " subtype: utf8<Utf8View>\n",
+ " class: utf8<Utf8View>\n",
+ " names: struct<Struct(primary Utf8, common Map(Field { name: \"key_value\", data_type: Struct([Field { name: \"key\", data_type: Utf8, nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, Field { name: \"value\", data_type: Utf8, nullable: true, dict_id: 0, dict_is_ordered: false, metadata: {} }]), nullable: false, dict_id: 0, dict_is_ordered: false, metadata: {} }, false), rules List(Field { name: \"element\", data_type: Struct([Field { name: \"variant\", data_t [...]
+ " is_land: boolean<Boolean>\n",
+ " is_territorial: boolean<Boolean>\n",
+ " region: utf8<Utf8View>\n",
+ " division_id: utf8<Utf8View>"
]
},
- "execution_count": 17,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
@@ -374,7 +387,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 13,
"id": "f1f7158c-ef2b-4377-9bee-180309ddd553",
"metadata": {},
"outputs": [],
@@ -388,13 +401,16 @@
" country, region, names, geometry\n",
"FROM division_area\n",
"WHERE\n",
- " ST_Intersects(geometry, ST_SetSRID(ST_GeomFromText('{nova_scotia_bbox_wkt}'), 4326))\n",
+ " ST_Intersects(\n",
+ " geometry,\n",
+ " ST_SetSRID(ST_GeomFromText('{nova_scotia_bbox_wkt}'), 4326)\n",
+ " )\n",
"\"\"\").to_memtable()"
]
},
{
"cell_type": "code",
- "execution_count": 19,
+ "execution_count": 14,
"id": "27e6909d-06fa-438b-88e0-d300fd2fb1ec",
"metadata": {},
"outputs": [],
@@ -404,7 +420,7 @@
},
{
"cell_type": "code",
- "execution_count": 20,
+ "execution_count": 15,
"id": "2dec92d8-a374-4021-990a-e50f5769516e",
"metadata": {},
"outputs": [],
@@ -418,7 +434,7 @@
},
{
"cell_type": "code",
- "execution_count": 24,
+ "execution_count": 16,
"id": "7f39a283-0eee-4f72-a30a-8dd9fa1aaa69",
"metadata": {
"scrolled": true
@@ -430,27 +446,27 @@
"text": [
"┌────────────────────────┬────────────────────────┬────────────────────────┬───────────────────────┐\n",
"│ __unnest_placeholder(n ┆ __unnest_placeholder(n ┆ __unnest_placeholder(n ┆ geometry │\n",
- "│ s_divisions.names).pr… ┆ s_divisions.names).co… ┆ s_divisions.names).ru… ┆ wkb_view <ogc:crs84> │\n",
+ "│ s_divisions.names).pr… ┆ s_divisions.names).co… ┆ s_divisions.names).ru… ┆ geometry │\n",
"╞════════════════════════╪════════════════════════╪════════════════════════╪═══════════════════════╡\n",
"│ Seal Island ┆ ┆ ┆ POLYGON((-66.0528452… │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
"│ Mud Island ┆ ┆ ┆ POLYGON((-66.0222822… │\n",
"└────────────────────────┴────────────────────────┴────────────────────────┴───────────────────────┘\n",
- "CPU times: user 8.75 ms, sys: 2.41 ms, total: 11.2 ms\n",
- "Wall time: 8.47 ms\n"
+ "CPU times: user 1.2 ms, sys: 844 μs, total: 2.04 ms\n",
+ "Wall time: 2.03 ms\n"
]
}
],
"source": [
"%%time\n",
- "# this executes quickly because the Nova Scotia data was persisted in memory with to_memtable()\n",
+ "# this executes quickly because the Nova Scotia data was persisted in memory with `to_memtable()`\n",
"df.show(2)"
]
}
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3 (ipykernel)",
+ "display_name": ".venv (3.13.3)",
"language": "python",
"name": "python3"
},
@@ -464,7 +480,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.8"
+ "version": "3.13.3"
}
},
"nbformat": 4,
diff --git a/latest-snapshot/overture-examples/index.html b/latest-snapshot/overture-examples/index.html
index fb962f6..751b00e 100644
--- a/latest-snapshot/overture-examples/index.html
+++ b/latest-snapshot/overture-examples/index.html
@@ -672,12 +672,12 @@
<li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
+ <a href="../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -695,12 +695,12 @@
<li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
+ <a href="../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1113,7 +1113,14 @@
specific language governing permissions and limitations
under the License.
--><h1 id="sedonadb-overture-examples">SedonaDB Overture Examples<a class="headerlink" href="#sedonadb-overture-examples" title="Permanent link">¶</a></h1>
-<p>This notebook shows how to query the Overture data with SedonaDB!</p>
+<blockquote>
+<p>Note: Before running this notebook, ensure that you have installed SedonaDB: <code>pip install "sedona[db]"</code></p>
+</blockquote>
+<p>This notebook demonstrates how to query and analyze the <a href="https://overturemaps.org/">Overture Maps</a> dataset using SedonaDB.</p>
+<p>The notebook explains how to:
+* Load Overture data for the <code>buildings</code> and <code>divisions</code> themes directly from S3.
+* Perform spatial queries to find features within a specific geographic area.
+* Optimize subsequent query performance by caching a subset of data in memory.</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">sedona.db</span>
<span class="kn">import</span><span class="w"> </span><span class="nn">os</span>
@@ -1131,33 +1138,33 @@
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌──────────────────────────────────────┬─────────────────────────────────────────┬───┬─────────────┐
│ id ┆ geometry ┆ … ┆ roof_height │
-│ utf8view ┆ wkb_view <ogc:crs84> ┆ ┆ float64 │
+│ utf8 ┆ geometry ┆ ┆ float64 │
╞══════════════════════════════════════╪═════════════════════════════════════════╪═══╪═════════════╡
-│ 06533301-f2ec-42e0-8138-732ac25a7497 ┆ POLYGON((-58.4757066 -34.7389169,-58.4… ┆ … ┆ │
+│ 76045c54-bd50-415b-9ac8-35cfc22fe80f ┆ POLYGON((-105.7936939 25.7460051,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ cc0c048c-088d-4cb3-9982-3961edfdf416 ┆ POLYGON((-58.4755777 -34.7389131,-58.4… ┆ … ┆ │
+│ f1eb3f3e-c9b9-40af-b83e-7f2c09ef8e43 ┆ POLYGON((-105.7971397 25.7517374,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ e52a0dbc-fb93-40e2-b1df-03626855299c ┆ POLYGON((-58.4754112 -34.7394253,-58.4… ┆ … ┆ │
+│ f6019f66-3137-4e62-9d84-e4f4febe2f6d ┆ POLYGON((-105.7928137 25.7493614,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 28526977-9920-4cec-9840-5dd409a7cded ┆ POLYGON((-58.4752088 -34.7394754,-58.4… ┆ … ┆ │
+│ 37b96ac3-0093-47d4-a898-263f6550ef14 ┆ POLYGON((-105.7857365 25.7465883,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 0bc4c042-52ea-4ae7-9200-56221805fa2f ┆ POLYGON((-58.475273 -34.7394421,-58.47… ┆ … ┆ │
+│ e686ab8d-7062-4c0a-a8da-32ab751f7212 ┆ POLYGON((-105.7579541 25.7150521,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ c21dfee1-f5d9-4e0a-91cf-796f117518d4 ┆ POLYGON((-58.4750977 -34.7394357,-58.4… ┆ … ┆ │
+│ 767a736b-ac77-4427-89f0-3f9544b1e9e9 ┆ POLYGON((-105.7576387 25.7149905,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 3fe5efdd-1739-4088-8c8e-6f7f1b7cfcfe ┆ POLYGON((-58.4751684 -34.7394288,-58.4… ┆ … ┆ │
+│ db3a2233-a7cb-425a-ac75-ad83cf868a32 ┆ POLYGON((-105.7589831 25.71648,-105.75… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ c144becc-fc8a-4bbc-aeef-359ac56a925a ┆ POLYGON((-58.4751787 -34.739396,-58.47… ┆ … ┆ │
+│ 53866308-afc7-4ff1-88f6-b2af571238e3 ┆ POLYGON((-105.76268 25.7197151,-105.76… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ 79d6c10a-2ff2-429d-a0e7-6eefc8939d14 ┆ POLYGON((-58.4753719 -34.7393189,-58.4… ┆ … ┆ │
+│ 31d8f64e-b7f9-4b26-8c2a-2fd205fed995 ┆ POLYGON((-105.7626968 25.7197994,-105.… ┆ … ┆ │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌┤
-│ c1664c2d-2c0f-44c4-af08-58176e360613 ┆ POLYGON((-58.4753269 -34.7391919,-58.4… ┆ … ┆ │
+│ 72ec6ed0-d33c-4e64-8c8f-28e7a6ac6310 ┆ POLYGON((-105.7578861 25.7190388,-105.… ┆ … ┆ │
└──────────────────────────────────────┴─────────────────────────────────────────┴───┴─────────────┘
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">df</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"buildings"</span><span class="p">)</span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="c1"># the buildings table is large and contains millions of rows</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># the buildings table is large and contains billions of rows</span>
<span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
<span class="s2">SELECT</span>
<span class="s2"> COUNT(*)</span>
@@ -1177,34 +1184,37 @@
<span class="n">df</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code><span class="n">SedonaSchema</span><span class="w"> </span><span class="n">with</span><span class="w"> </span><span class="mi">24</span><span class="w"> </span><span class="n">fields</span><span class="p">:</span>
-<span class="w"> </span><span class="n">id</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">geometry</span><span class="p">:</span><span class="w"> </span><span class="n">wkb_view</span><span class="w"> </span><span class="o"><</span><span class="n">ogc</span><span class="p">:</span><span class="n">crs84</span><span class="o">></span>
-<span class="w"> </span><span class="n">bbox</span><span class="p">:</span><span class="w"> </span><span class="n">Struct</span><span class="p">(</span><span class="n">xmin</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">xmax</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">ymin</span><span class="w"> </span><span class="n">Float32</span> [...]
-<span class="w"> </span><span class="n">version</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">sources</span><span class="p">:</span><span class="w"> </span><span class="n">List</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">name</span><span class="p">:</span><span class="w"> </span><span class="s2">"element"</span><span class="p">,</span><span class="w"> </span><span class="n">data_type</span><span class="p">:</span><span class="w"> </span><s [...]
-<span class="w"> </span><span class="n">level</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">subtype</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="k">class</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">height</span><span class="p">:</span><span class="w"> </span><span class="n">Float64</span>
-<span class="w"> </span><span class="n">names</span><span class="p">:</span><span class="w"> </span><span class="n">Struct</span><span class="p">(</span><span class="n">primary</span><span class="w"> </span><span class="n">Utf8</span><span class="p">,</span><span class="w"> </span><span class="n">common</span><span class="w"> </span><span class="n">Map</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span [...]
-<span class="w"> </span><span class="n">has_parts</span><span class="p">:</span><span class="w"> </span><span class="n">Boolean</span>
-<span class="w"> </span><span class="n">is_underground</span><span class="p">:</span><span class="w"> </span><span class="n">Boolean</span>
-<span class="w"> </span><span class="n">num_floors</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">num_floors_underground</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">min_height</span><span class="p">:</span><span class="w"> </span><span class="n">Float64</span>
-<span class="w"> </span><span class="n">min_floor</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">facade_color</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">facade_material</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">roof_material</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">roof_shape</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">roof_direction</span><span class="p">:</span><span class="w"> </span><span class="n">Float64</span>
-<span class="w"> </span><span class="n">roof_orientation</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">roof_color</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">roof_height</span><span class="p">:</span><span class="w"> </span><span class="n">Float64</span>
+<span class="w"> </span><span class="n">id</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">geometry</span><span class="p">:</span><span class="w"> </span><span class="n">geometry</span><span class="o"><</span><span class="n">WkbView</span><span class="p">(</span><span class="n">ogc</span><span class="p">:</span><span class="n">crs84</span><span class="p">)</span><span class="o">></span>
+<span class="w"> </span><span class="n">bbox</span><span class="p">:</span><span class="w"> </span><span class="n">struct</span><span class="o"><</span><span class="n">Struct</span><span class="p">(</span><span class="n">xmin</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">xmax</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">ymin</spa [...]
+<span class="w"> </span><span class="n">version</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">sources</span><span class="p">:</span><span class="w"> </span><span class="n">list</span><span class="o"><</span><span class="n">List</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">name</span><span class="p">:</span><span class="w"> </span><span class="s2">"element"</span><span class="p">,</span><span class="w"> </span><span class="n">data_type</s [...]
+<span class="w"> </span><span class="n">level</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">subtype</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="k">class</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">height</span><span class="p">:</span><span class="w"> </span><span class="n">float64</span><span class="o"><</span><span class="n">Float64</span><span class="o">></span>
+<span class="w"> </span><span class="n">names</span><span class="p">:</span><span class="w"> </span><span class="n">struct</span><span class="o"><</span><span class="n">Struct</span><span class="p">(</span><span class="n">primary</span><span class="w"> </span><span class="n">Utf8</span><span class="p">,</span><span class="w"> </span><span class="n">common</span><span class="w"> </span><span class="n">Map</span><span class="p">(</span><span class="n">Field</span><span class="w"> </spa [...]
+<span class="w"> </span><span class="n">has_parts</span><span class="p">:</span><span class="w"> </span><span class="n">boolean</span><span class="o"><</span><span class="n">Boolean</span><span class="o">></span>
+<span class="w"> </span><span class="n">is_underground</span><span class="p">:</span><span class="w"> </span><span class="n">boolean</span><span class="o"><</span><span class="n">Boolean</span><span class="o">></span>
+<span class="w"> </span><span class="n">num_floors</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">num_floors_underground</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">min_height</span><span class="p">:</span><span class="w"> </span><span class="n">float64</span><span class="o"><</span><span class="n">Float64</span><span class="o">></span>
+<span class="w"> </span><span class="n">min_floor</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">facade_color</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">facade_material</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_material</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_shape</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_direction</span><span class="p">:</span><span class="w"> </span><span class="n">float64</span><span class="o"><</span><span class="n">Float64</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_orientation</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_color</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">roof_height</span><span class="p">:</span><span class="w"> </span><span class="n">float64</span><span class="o"><</span><span class="n">Float64</span><span class="o">></span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="c1"># find all the buildings in New York city that are taller than 20 meters</span>
-<span class="n">nyc_bbox_wkt</span> <span class="o">=</span> <span class="s2">"POLYGON((-74.2591 40.4774, -74.2591 40.9176, -73.7004 40.9176, -73.7004 40.4774, -74.2591 40.4774))"</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># find all the buildings in New York City that are taller than 20 meters</span>
+<span class="n">nyc_bbox_wkt</span> <span class="o">=</span> <span class="p">(</span>
+ <span class="s2">"POLYGON((-74.2591 40.4774, -74.2591 40.9176, -73.7004 40.9176, "</span>
+ <span class="s2">"-73.7004 40.4774, -74.2591 40.4774))"</span>
+<span class="p">)</span>
<span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="sa">f</span><span class="s2">"""</span>
<span class="s2">SELECT</span>
<span class="s2"> id,</span>
@@ -1218,13 +1228,16 @@
<span class="s2"> is_underground = FALSE</span>
<span class="s2"> AND height IS NOT NULL</span>
<span class="s2"> AND height > 20</span>
-<span class="s2"> AND ST_Intersects(geometry, ST_SetSRID(ST_GeomFromText('</span><span class="si">{</span><span class="n">nyc_bbox_wkt</span><span class="si">}</span><span class="s2">'), 4326))</span>
+<span class="s2"> AND ST_Intersects(</span>
+<span class="s2"> geometry,</span>
+<span class="s2"> ST_SetSRID(ST_GeomFromText('</span><span class="si">{</span><span class="n">nyc_bbox_wkt</span><span class="si">}</span><span class="s2">'), 4326)</span>
+<span class="s2"> )</span>
<span class="s2">LIMIT 5;</span>
<span class="s2">"""</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌─────────────────────────┬────────────────────┬────────────┬────────────┬─────────────────────────┐
│ id ┆ height ┆ num_floors ┆ roof_shape ┆ centroid │
-│ utf8view ┆ float64 ┆ int32 ┆ utf8view ┆ wkb <ogc:crs84> │
+│ utf8 ┆ float64 ┆ int32 ┆ utf8 ┆ geometry │
╞═════════════════════════╪════════════════════╪════════════╪════════════╪═════════════════════════╡
│ 1b9040c2-2e79-4f56-aba… ┆ 22.4 ┆ ┆ ┆ POINT(-74.230407502993… │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
@@ -1243,33 +1256,33 @@
<span class="s2">"s3://overturemaps-us-west-2/release/2025-08-20.0/theme=divisions/type=division_area/"</span>
<span class="p">)</span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="c1"># take a look at a few rows of data</span>
+<div class="highlight"><pre><span></span><code><span class="c1"># inspect a few rows of the data</span>
<span class="n">df</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
</code></pre></div>
-<div class="codehilite"><pre><span></span><code><span class="err">┌────────────────┬────────────────┬────────────────┬───┬────────────────┬──────────┬───────────────┐</span>
-<span class="err">│</span><span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">geometry</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">bbox</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span cla [...]
-<span class="err">│</span><span class="w"> </span><span class="n">utf8view</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">wkb_view</span><span class="w"> </span><span class="o"><</span><span class="n">ogc</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="k">struct</span><span class="p">(</span><span class="n">xmin</span><span class="w"> </span><span class="n">f</ [...]
-<span class="err">╞════════════════╪════════════════╪════════════════╪═══╪════════════════╪══════════╪═══════════════╡</span>
-<span class="err">│</span><span class="w"> </span><span class="mf">61912ff</span><span class="n">d</span><span class="o">-</span><span class="mh">060</span><span class="n">b</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">23.3</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mh">7647</span><span class="n">b992</span><span class="o">-</span><span class="n">e0d6</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.5</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mh">4058785</span><span class="n">b</span><span class="o">-</span><span class="mh">82</span><span class="n">c9</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">MULTIPOLYGON</span><span class="p">(</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="n">cd9389b7</span><span class="o">-</span><span class="mh">3451</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.5</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span><span class="w"> </span [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="n">a60ae908</span><span class="o">-</span><span class="n">e6fa</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.6</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span><span class="w"> </span> [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="n">fd070cbb</span><span class="o">-</span><span class="mh">4</span><span class="n">aaa</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.1</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mh">70479601</span><span class="o">-</span><span class="n">dc12</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.4</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span><span class="w"> </span [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mh">3</span><span class="n">a294b23</span><span class="o">-</span><span class="n">f674</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">24.5</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mh">48</span><span class="n">b3e344</span><span class="o">-</span><span class="mh">10</span><span class="n">a4</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">26.6</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
-<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
-<span class="err">│</span><span class="w"> </span><span class="mf">92e71</span><span class="n">cf6</span><span class="o">-</span><span class="n">fa94</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="mf">25.8</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span> [...]
-<span class="err">└────────────────┴────────────────┴────────────────┴───┴────────────────┴──────────┴───────────────┘</span>
+<div class="codehilite"><pre><span></span><code><span class="err">┌─────────────────┬────────────────┬────────────────┬───┬────────────────┬────────┬────────────────┐</span>
+<span class="err">│</span><span class="w"> </span><span class="n">id</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">geometry</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">bbox</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span cl [...]
+<span class="err">│</span><span class="w"> </span><span class="n">utf8</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">geometry</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">boolean</span><span class="w"> </ [...]
+<span class="err">╞═════════════════╪════════════════╪════════════════╪═══╪════════════════╪════════╪════════════════╡</span>
+<span class="err">│</span><span class="w"> </span><span class="mh">6</span><span class="n">dd2a4d4</span><span class="o">-</span><span class="mf">542f</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="mh">5</span><span class="n">eef9108</span><span class="o">-</span><span class="mh">6811</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">fe123780</span><span class="o">-</span><span class="n">bf85</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">c0f0c861</span><span class="o">-</span><span class="n">a3bc</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">a57076cb</span><span class="o">-</span><span class="n">c74d</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">d86411e8</span><span class="o">-</span><span class="mh">02</span><span class="n">a1</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">d13f593f</span><span class="o">-</span><span class="mf">7f</span><span class="n">de</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="mf">3598138e-788</span><span class="n">a</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span class="nl">xmin:</span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">a5cecb4f</span><span class="o">-</span><span class="n">d6d1</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="p">{</span><span [...]
+<span class="err">├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤</span>
+<span class="err">│</span><span class="w"> </span><span class="n">a4d912fc</span><span class="o">-</span><span class="mh">69</span><span class="n">d9</span><span class="o">-</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span class="n">POLYGON</span><span class="p">((</span><span class="o">-</span><span class="mf">82.</span><span class="err">…</span><span class="w"> </span><span class="err">┆</span><span class="w"> </span><span [...]
+<span class="err">└─────────────────┴────────────────┴────────────────┴───┴────────────────┴────────┴────────────────┘</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">df</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"division_area"</span><span class="p">)</span>
@@ -1291,19 +1304,19 @@
<div class="highlight"><pre><span></span><code><span class="n">df</span><span class="o">.</span><span class="n">schema</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code><span class="n">SedonaSchema</span><span class="w"> </span><span class="n">with</span><span class="w"> </span><span class="mi">13</span><span class="w"> </span><span class="n">fields</span><span class="p">:</span>
-<span class="w"> </span><span class="n">id</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">geometry</span><span class="p">:</span><span class="w"> </span><span class="n">wkb_view</span><span class="w"> </span><span class="o"><</span><span class="n">ogc</span><span class="p">:</span><span class="n">crs84</span><span class="o">></span>
-<span class="w"> </span><span class="n">bbox</span><span class="p">:</span><span class="w"> </span><span class="n">Struct</span><span class="p">(</span><span class="n">xmin</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">xmax</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">ymin</span><span class="w"> </span><span class="n">Float32</span> [...]
-<span class="w"> </span><span class="n">country</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">version</span><span class="p">:</span><span class="w"> </span><span class="n">Int32</span>
-<span class="w"> </span><span class="n">sources</span><span class="p">:</span><span class="w"> </span><span class="n">List</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">name</span><span class="p">:</span><span class="w"> </span><span class="s2">"element"</span><span class="p">,</span><span class="w"> </span><span class="n">data_type</span><span class="p">:</span><span class="w"> </span><s [...]
-<span class="w"> </span><span class="n">subtype</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="k">class</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">names</span><span class="p">:</span><span class="w"> </span><span class="n">Struct</span><span class="p">(</span><span class="n">primary</span><span class="w"> </span><span class="n">Utf8</span><span class="p">,</span><span class="w"> </span><span class="n">common</span><span class="w"> </span><span class="n">Map</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span [...]
-<span class="w"> </span><span class="n">is_land</span><span class="p">:</span><span class="w"> </span><span class="n">Boolean</span>
-<span class="w"> </span><span class="n">is_territorial</span><span class="p">:</span><span class="w"> </span><span class="n">Boolean</span>
-<span class="w"> </span><span class="n">region</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
-<span class="w"> </span><span class="n">division_id</span><span class="p">:</span><span class="w"> </span><span class="n">Utf8View</span>
+<span class="w"> </span><span class="n">id</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">geometry</span><span class="p">:</span><span class="w"> </span><span class="n">geometry</span><span class="o"><</span><span class="n">WkbView</span><span class="p">(</span><span class="n">ogc</span><span class="p">:</span><span class="n">crs84</span><span class="p">)</span><span class="o">></span>
+<span class="w"> </span><span class="n">bbox</span><span class="p">:</span><span class="w"> </span><span class="n">struct</span><span class="o"><</span><span class="n">Struct</span><span class="p">(</span><span class="n">xmin</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">xmax</span><span class="w"> </span><span class="n">Float32</span><span class="p">,</span><span class="w"> </span><span class="n">ymin</spa [...]
+<span class="w"> </span><span class="n">country</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">version</span><span class="p">:</span><span class="w"> </span><span class="n">int32</span><span class="o"><</span><span class="n">Int32</span><span class="o">></span>
+<span class="w"> </span><span class="n">sources</span><span class="p">:</span><span class="w"> </span><span class="n">list</span><span class="o"><</span><span class="n">List</span><span class="p">(</span><span class="n">Field</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">name</span><span class="p">:</span><span class="w"> </span><span class="s2">"element"</span><span class="p">,</span><span class="w"> </span><span class="n">data_type</s [...]
+<span class="w"> </span><span class="n">subtype</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="k">class</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">names</span><span class="p">:</span><span class="w"> </span><span class="n">struct</span><span class="o"><</span><span class="n">Struct</span><span class="p">(</span><span class="n">primary</span><span class="w"> </span><span class="n">Utf8</span><span class="p">,</span><span class="w"> </span><span class="n">common</span><span class="w"> </span><span class="n">Map</span><span class="p">(</span><span class="n">Field</span><span class="w"> </spa [...]
+<span class="w"> </span><span class="n">is_land</span><span class="p">:</span><span class="w"> </span><span class="n">boolean</span><span class="o"><</span><span class="n">Boolean</span><span class="o">></span>
+<span class="w"> </span><span class="n">is_territorial</span><span class="p">:</span><span class="w"> </span><span class="n">boolean</span><span class="o"><</span><span class="n">Boolean</span><span class="o">></span>
+<span class="w"> </span><span class="n">region</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
+<span class="w"> </span><span class="n">division_id</span><span class="p">:</span><span class="w"> </span><span class="n">utf8</span><span class="o"><</span><span class="n">Utf8View</span><span class="o">></span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="c1"># get all the divisions in Nova Scotia and save them in memory with to_memtable()</span>
@@ -1315,7 +1328,10 @@
<span class="s2"> country, region, names, geometry</span>
<span class="s2">FROM division_area</span>
<span class="s2">WHERE</span>
-<span class="s2"> ST_Intersects(geometry, ST_SetSRID(ST_GeomFromText('</span><span class="si">{</span><span class="n">nova_scotia_bbox_wkt</span><span class="si">}</span><span class="s2">'), 4326))</span>
+<span class="s2"> ST_Intersects(</span>
+<span class="s2"> geometry,</span>
+<span class="s2"> ST_SetSRID(ST_GeomFromText('</span><span class="si">{</span><span class="n">nova_scotia_bbox_wkt</span><span class="si">}</span><span class="s2">'), 4326)</span>
+<span class="s2"> )</span>
<span class="s2">"""</span><span class="p">)</span><span class="o">.</span><span class="n">to_memtable</span><span class="p">()</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">ns</span><span class="o">.</span><span class="n">to_view</span><span class="p">(</span><span class="s2">"ns_divisions"</span><span class="p">)</span>
@@ -1327,19 +1343,19 @@
<span class="s2">"""</span><span class="p">)</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="o">%%</span><span class="n">time</span>
-<span class="c1"># this executes quickly because the Nova Scotia data was persisted in memory with to_memtable()</span>
+<span class="c1"># this executes quickly because the Nova Scotia data was persisted in memory with `to_memtable()`</span>
<span class="n">df</span><span class="o">.</span><span class="n">show</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌────────────────────────┬────────────────────────┬────────────────────────┬───────────────────────┐
│ __unnest_placeholder(n ┆ __unnest_placeholder(n ┆ __unnest_placeholder(n ┆ geometry │
-│ s_divisions.names).pr… ┆ s_divisions.names).co… ┆ s_divisions.names).ru… ┆ wkb_view <ogc:crs84> │
+│ s_divisions.names).pr… ┆ s_divisions.names).co… ┆ s_divisions.names).ru… ┆ geometry │
╞════════════════════════╪════════════════════════╪════════════════════════╪═══════════════════════╡
│ Seal Island ┆ ┆ ┆ POLYGON((-66.0528452… │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
│ Mud Island ┆ ┆ ┆ POLYGON((-66.0222822… │
└────────────────────────┴────────────────────────┴────────────────────────┴───────────────────────┘
-CPU times: user 8.75 ms, sys: 2.41 ms, total: 11.2 ms
-Wall time: 8.47 ms
+CPU times: user 1.2 ms, sys: 844 μs, total: 2.04 ms
+Wall time: 2.03 ms
</code></pre></div>
@@ -1361,7 +1377,7 @@ Wall time: 8.47 ms
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 18, 2025 00:36:42 UTC">September 18, 2025 00:36:42</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/programming-guide.ipynb b/latest-snapshot/programming-guide.ipynb
index 13e36d1..77863d4 100644
--- a/latest-snapshot/programming-guide.ipynb
+++ b/latest-snapshot/programming-guide.ipynb
@@ -26,7 +26,9 @@
"\n",
"# Working with Vector Data\n",
"\n",
- "Process vector data using SedonaDB. You will learn to create DataFrames, run spatial queries, and manage file I/O. Let's begin by connecting to SedonaDB.\n",
+ "> Note: Before running this notebook, ensure that you have installed SedonaDB: `pip install \"sedona[db]\"`\n",
+ "\n",
+ "Process vector data using sedona.db. You will learn to create DataFrames, run spatial queries, and manage file I/O. Let's begin by connecting to sedona.db.\n",
"\n",
"Let's start by establishing a SedonaDB connection."
]
@@ -99,7 +101,7 @@
{
"data": {
"text/plain": [
- "sedonadb.dataframe.DataFrame"
+ "sedona.db.dataframe.DataFrame"
]
},
"execution_count": 4,
diff --git a/latest-snapshot/programming-guide/index.html b/latest-snapshot/programming-guide/index.html
index 85980b0..9d862ce 100644
--- a/latest-snapshot/programming-guide/index.html
+++ b/latest-snapshot/programming-guide/index.html
@@ -720,12 +720,12 @@
<li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
+ <a href="../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -743,12 +743,12 @@
<li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
+ <a href="../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1209,7 +1209,10 @@
specific language governing permissions and limitations
under the License.
--><h1 id="working-with-vector-data">Working with Vector Data<a class="headerlink" href="#working-with-vector-data" title="Permanent link">¶</a></h1>
-<p>Process vector data using SedonaDB. You will learn to create DataFrames, run spatial queries, and manage file I/O. Let's begin by connecting to SedonaDB.</p>
+<blockquote>
+<p>Note: Before running this notebook, ensure that you have installed SedonaDB: <code>pip install "sedona[db]"</code></p>
+</blockquote>
+<p>Process vector data using sedona.db. You will learn to create DataFrames, run spatial queries, and manage file I/O. Let's begin by connecting to sedona.db.</p>
<p>Let's start by establishing a SedonaDB connection.</p>
<h2 id="establish-sedonadb-connection">Establish SedonaDB connection<a class="headerlink" href="#establish-sedonadb-connection" title="Permanent link">¶</a></h2>
<p>Here's how to create the SedonaDB connection:</p>
@@ -1231,7 +1234,7 @@
<p>Check the type of the DataFrame.</p>
<div class="highlight"><pre><span></span><code><span class="nb">type</span><span class="p">(</span><span class="n">df</span><span class="p">)</span>
</code></pre></div>
-<div class="codehilite"><pre><span></span><code>sedonadb.dataframe.DataFrame
+<div class="codehilite"><pre><span></span><code>sedona.db.dataframe.DataFrame
</code></pre></div>
<p><strong>Create SedonaDB DataFrame from files in S3</strong></p>
@@ -1384,7 +1387,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 19, 2025 07:13:30 UTC">September 19, 2025 07:13:30</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/quickstart-python.ipynb b/latest-snapshot/quickstart-python.ipynb
index 3558e22..5588762 100644
--- a/latest-snapshot/quickstart-python.ipynb
+++ b/latest-snapshot/quickstart-python.ipynb
@@ -26,18 +26,31 @@
"\n",
"# Python Quickstart\n",
"\n",
- "SedonaDB for Python can be installed from [PyPI](https://pypi.org):\n",
+ "First, install SedonaDB:\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5e0f0dd2",
+ "metadata": {},
+ "source": [
"\n",
"```shell\n",
"pip install \"apache-sedona[db]\"\n",
- "```\n",
- "\n",
- "If you can import the module and connect to a new session, you're good to go!"
+ "```"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "293d4bc4",
+ "metadata": {},
+ "source": [
+ "If the import and connection are successful, your installation is complete."
]
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 14,
"id": "a06df76b",
"metadata": {},
"outputs": [
@@ -71,7 +84,7 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 15,
"id": "a6e1df61-c77f-4829-ab79-3d1b692408e5",
"metadata": {},
"outputs": [],
@@ -83,7 +96,7 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": 16,
"id": "ff571cec-5a35-46c1-b0d6-a40fad33a87b",
"metadata": {},
"outputs": [
@@ -93,7 +106,7 @@
"text": [
"┌──────────────┬───────────────────────────────┐\n",
"│ name ┆ geometry │\n",
- "│ utf8view ┆ geometry │\n",
+ "│ utf8 ┆ geometry │\n",
"╞══════════════╪═══════════════════════════════╡\n",
"│ Vatican City ┆ POINT(12.4533865 41.9032822) │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
@@ -124,7 +137,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 17,
"id": "d4741ac1-44aa-4ae0-b2b6-b68e985b5c44",
"metadata": {},
"outputs": [],
@@ -136,7 +149,7 @@
},
{
"cell_type": "code",
- "execution_count": 5,
+ "execution_count": 18,
"id": "aa7597b5-fb0b-42f2-be96-10a82b5dd76b",
"metadata": {},
"outputs": [
@@ -146,7 +159,7 @@
"text": [
"┌─────────────────────────────┬───────────────┬────────────────────────────────────────────────────┐\n",
"│ name ┆ continent ┆ geometry │\n",
- "│ utf8view ┆ utf8view ┆ geometry │\n",
+ "│ utf8 ┆ utf8 ┆ geometry │\n",
"╞═════════════════════════════╪═══════════════╪════════════════════════════════════════════════════╡\n",
"│ Fiji ┆ Oceania ┆ MULTIPOLYGON(((180 -16.067132663642447,180 -16.55… │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
@@ -177,7 +190,7 @@
},
{
"cell_type": "code",
- "execution_count": 6,
+ "execution_count": 19,
"id": "c18af1fa-3847-4a43-ba1b-2ce99e8505d3",
"metadata": {},
"outputs": [],
@@ -188,7 +201,7 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 20,
"id": "2cf5941c-ff25-4288-bf0c-983f1cd8125b",
"metadata": {},
"outputs": [
@@ -198,7 +211,7 @@
"text": [
"┌───────────────┬──────────────────────┬─────────────────────┬───────────────┬─────────────────────┐\n",
"│ name ┆ geometry ┆ name ┆ continent ┆ geometry │\n",
- "│ utf8view ┆ geometry ┆ utf8view ┆ utf8view ┆ geometry │\n",
+ "│ utf8 ┆ geometry ┆ utf8 ┆ utf8 ┆ geometry │\n",
"╞═══════════════╪══════════════════════╪═════════════════════╪═══════════════╪═════════════════════╡\n",
"│ Suva ┆ POINT(178.4417073 -… ┆ Fiji ┆ Oceania ┆ MULTIPOLYGON(((180… │\n",
"├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤\n",
@@ -250,22 +263,29 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 21,
"id": "6dd816c7-fd3f-4358-b628-ef5e6940c95c",
"metadata": {},
"outputs": [],
"source": [
"df = sd.sql(\"\"\"\n",
- "SELECT * FROM (VALUES\n",
- " ('one', ST_GeomFromWkt('POINT(1 2)')),\n",
- " ('two', ST_GeomFromWkt('POLYGON((-74.0 40.7, -74.0 40.8, -73.9 40.8, -73.9 40.7, -74.0 40.7))')),\n",
- " ('three', ST_GeomFromWkt('LINESTRING(-74.0060 40.7128, -73.9352 40.7306, -73.8561 40.8484)')))\n",
- "AS t(val, point)\"\"\")"
+ " SELECT * FROM (VALUES\n",
+ " ('one', ST_GeomFromWkt('POINT(1 2)')),\n",
+ " ('two', ST_GeomFromWkt('POLYGON((\n",
+ " -74.0 40.7, -74.0 40.8, -73.9 40.8,\n",
+ " -73.9 40.7, -74.0 40.7\n",
+ " ))')),\n",
+ " ('three', ST_GeomFromWkt('LINESTRING(\n",
+ " -74.0060 40.7128, -73.9352 40.7306,\n",
+ " -73.8561 40.8484\n",
+ " )'))\n",
+ " ) AS t(val, point)\n",
+ "\"\"\")"
]
},
{
"cell_type": "code",
- "execution_count": 9,
+ "execution_count": 22,
"id": "fb566114-0f2c-45c7-bc94-2396542c2458",
"metadata": {},
"outputs": [
@@ -300,7 +320,7 @@
},
{
"cell_type": "code",
- "execution_count": 10,
+ "execution_count": 23,
"id": "44574ca0-1a39-4018-9729-ae56c232013c",
"metadata": {},
"outputs": [
@@ -310,7 +330,7 @@
"sedonadb.dataframe.DataFrame"
]
},
- "execution_count": 10,
+ "execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
@@ -329,7 +349,7 @@
},
{
"cell_type": "code",
- "execution_count": 11,
+ "execution_count": 24,
"id": "aac2295a-68fe-44c4-911a-e049f789ad35",
"metadata": {},
"outputs": [],
@@ -339,7 +359,7 @@
},
{
"cell_type": "code",
- "execution_count": 16,
+ "execution_count": 25,
"id": "de296b34",
"metadata": {},
"outputs": [
@@ -364,7 +384,7 @@
},
{
"cell_type": "code",
- "execution_count": 18,
+ "execution_count": 26,
"id": "09eefd76-b325-4d58-8284-92c2340514b8",
"metadata": {},
"outputs": [
@@ -386,7 +406,10 @@
}
],
"source": [
- "sd.sql(\"SELECT *, ST_Centroid(ST_GeomFromWKB(point)) as centroid from fun_table\").show()"
+ "sd.sql(\"\"\"\n",
+ " SELECT *, ST_Centroid(ST_GeomFromWKB(point)) as centroid\n",
+ " FROM fun_table\n",
+ "\"\"\").show()"
]
}
],
diff --git a/latest-snapshot/quickstart-python/index.html b/latest-snapshot/quickstart-python/index.html
index fc772b3..575d75b 100644
--- a/latest-snapshot/quickstart-python/index.html
+++ b/latest-snapshot/quickstart-python/index.html
@@ -667,12 +667,12 @@
<li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
+ <a href="../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -690,12 +690,12 @@
<li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
+ <a href="../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1108,10 +1108,10 @@
specific language governing permissions and limitations
under the License.
--><h1 id="python-quickstart">Python Quickstart<a class="headerlink" href="#python-quickstart" title="Permanent link">¶</a></h1>
-<p>SedonaDB for Python can be installed from <a href="https://pypi.org">PyPI</a>:</p>
+<p>First, install SedonaDB:</p>
<div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">"apache-sedona[db]"</span>
</code></pre></div>
-<p>If you can import the module and connect to a new session, you're good to go!</p>
+<p>If the import and connection are successful, your installation is complete.</p>
<div class="highlight"><pre><span></span><code><span class="kn">import</span><span class="w"> </span><span class="nn">sedona.db</span>
<span class="n">sd</span> <span class="o">=</span> <span class="n">sedona</span><span class="o">.</span><span class="n">db</span><span class="o">.</span><span class="n">connect</span><span class="p">()</span>
@@ -1134,7 +1134,7 @@
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌──────────────┬───────────────────────────────┐
│ name ┆ geometry │
-│ utf8view ┆ geometry │
+│ utf8 ┆ geometry │
╞══════════════╪═══════════════════════════════╡
│ Vatican City ┆ POINT(12.4533865 41.9032822) │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
@@ -1166,7 +1166,7 @@
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌─────────────────────────────┬───────────────┬────────────────────────────────────────────────────┐
│ name ┆ continent ┆ geometry │
-│ utf8view ┆ utf8view ┆ geometry │
+│ utf8 ┆ utf8 ┆ geometry │
╞═════════════════════════════╪═══════════════╪════════════════════════════════════════════════════╡
│ Fiji ┆ Oceania ┆ MULTIPOLYGON(((180 -16.067132663642447,180 -16.55… │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
@@ -1202,7 +1202,7 @@
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌───────────────┬──────────────────────┬─────────────────────┬───────────────┬─────────────────────┐
│ name ┆ geometry ┆ name ┆ continent ┆ geometry │
-│ utf8view ┆ geometry ┆ utf8view ┆ utf8view ┆ geometry │
+│ utf8 ┆ geometry ┆ utf8 ┆ utf8 ┆ geometry │
╞═══════════════╪══════════════════════╪═════════════════════╪═══════════════╪═════════════════════╡
│ Suva ┆ POINT(178.4417073 -… ┆ Fiji ┆ Oceania ┆ MULTIPOLYGON(((180… │
├╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┼╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌╌┤
@@ -1229,11 +1229,18 @@
<h2 id="manually-create-sedonadb-dataframes">Manually create SedonaDB DataFrames<a class="headerlink" href="#manually-create-sedonadb-dataframes" title="Permanent link">¶</a></h2>
<p>Let's create a DataFrame with one string column and one geometry column to show some of the functionality of the SedonaDB Python interface.</p>
<div class="highlight"><pre><span></span><code><span class="n">df</span> <span class="o">=</span> <span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
-<span class="s2">SELECT * FROM (VALUES</span>
-<span class="s2"> ('one', ST_GeomFromWkt('POINT(1 2)')),</span>
-<span class="s2"> ('two', ST_GeomFromWkt('POLYGON((-74.0 40.7, -74.0 40.8, -73.9 40.8, -73.9 40.7, -74.0 40.7))')),</span>
-<span class="s2"> ('three', ST_GeomFromWkt('LINESTRING(-74.0060 40.7128, -73.9352 40.7306, -73.8561 40.8484)')))</span>
-<span class="s2">AS t(val, point)"""</span><span class="p">)</span>
+<span class="s2"> SELECT * FROM (VALUES</span>
+<span class="s2"> ('one', ST_GeomFromWkt('POINT(1 2)')),</span>
+<span class="s2"> ('two', ST_GeomFromWkt('POLYGON((</span>
+<span class="s2"> -74.0 40.7, -74.0 40.8, -73.9 40.8,</span>
+<span class="s2"> -73.9 40.7, -74.0 40.7</span>
+<span class="s2"> ))')),</span>
+<span class="s2"> ('three', ST_GeomFromWkt('LINESTRING(</span>
+<span class="s2"> -74.0060 40.7128, -73.9352 40.7306,</span>
+<span class="s2"> -73.8561 40.8484</span>
+<span class="s2"> )'))</span>
+<span class="s2"> ) AS t(val, point)</span>
+<span class="s2">"""</span><span class="p">)</span>
</code></pre></div>
<div class="highlight"><pre><span></span><code><span class="n">df</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</code></pre></div>
@@ -1270,7 +1277,10 @@
<span class="err">└─────────────┴───────────┴─────────────┘</span>
</code></pre></div>
-<div class="highlight"><pre><span></span><code><span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"SELECT *, ST_Centroid(ST_GeomFromWKB(point)) as centroid from fun_table"</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+<div class="highlight"><pre><span></span><code><span class="n">sd</span><span class="o">.</span><span class="n">sql</span><span class="p">(</span><span class="s2">"""</span>
+<span class="s2"> SELECT *, ST_Centroid(ST_GeomFromWKB(point)) as centroid</span>
+<span class="s2"> FROM fun_table</span>
+<span class="s2">"""</span><span class="p">)</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</code></pre></div>
<div class="codehilite"><pre><span></span><code>┌───────┬─────────────────────────────────────────────┬────────────────────────────────────────────┐
│ val ┆ point ┆ centroid │
@@ -1303,7 +1313,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 18, 2025 00:36:42 UTC">September 18, 2025 00:36:42</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/reference/python/index.html b/latest-snapshot/reference/python/index.html
index c9138a7..cc9dab9 100644
--- a/latest-snapshot/reference/python/index.html
+++ b/latest-snapshot/reference/python/index.html
@@ -10,7 +10,7 @@
<link rel="canonical" href="https://sedona.apache.org/sedonadb/latest/reference/python/">
- <link rel="prev" href="../../crs-examples/">
+ <link rel="prev" href="../../contributors-guide/">
<link rel="next" href="../sql/">
@@ -609,12 +609,12 @@
<li class="md-nav__item">
- <a href="../../contributors-guide/" class="md-nav__link">
+ <a href="../../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -632,12 +632,12 @@
<li class="md-nav__item">
- <a href="../../crs-examples/" class="md-nav__link">
+ <a href="../../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -3522,7 +3522,7 @@ DBAPI is experimental.</p>
<nav class="md-footer__inner md-grid" aria-label="Footer">
- <a href="../../crs-examples/" class="md-footer__link md-footer__link--prev" aria-label="Previous: CRS Examples">
+ <a href="../../contributors-guide/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Contributors Guide">
<div class="md-footer__button md-icon">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11z"></path></svg>
@@ -3532,7 +3532,7 @@ DBAPI is experimental.</p>
Previous
</span>
<div class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</div>
</div>
</a>
diff --git a/latest-snapshot/reference/sql-joins/index.html b/latest-snapshot/reference/sql-joins/index.html
index 4b9f7ca..1a3b1e3 100644
--- a/latest-snapshot/reference/sql-joins/index.html
+++ b/latest-snapshot/reference/sql-joins/index.html
@@ -607,12 +607,12 @@
<li class="md-nav__item">
- <a href="../../contributors-guide/" class="md-nav__link">
+ <a href="../../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -630,12 +630,12 @@
<li class="md-nav__item">
- <a href="../../crs-examples/" class="md-nav__link">
+ <a href="../../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -940,9 +940,9 @@
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#example-for-each-city-find-the-5-other-closest-cities" class="md-nav__link">
+ <a href="#example_1" class="md-nav__link">
<span class="md-ellipsis">
- Example For each city, find the 5 other closest cities.
+ Example
</span>
</a>
@@ -964,7 +964,7 @@
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#example_1" class="md-nav__link">
+ <a href="#example_2" class="md-nav__link">
<span class="md-ellipsis">
Example
</span>
@@ -1150,9 +1150,9 @@
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#example-for-each-city-find-the-5-other-closest-cities" class="md-nav__link">
+ <a href="#example_1" class="md-nav__link">
<span class="md-ellipsis">
- Example For each city, find the 5 other closest cities.
+ Example
</span>
</a>
@@ -1174,7 +1174,7 @@
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#example_1" class="md-nav__link">
+ <a href="#example_2" class="md-nav__link">
<span class="md-ellipsis">
Example
</span>
@@ -1237,19 +1237,24 @@
<div class="highlight"><pre><span></span><code><span class="k">SELECT</span>
<span class="w"> </span><span class="n">cities</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="n">city</span><span class="p">,</span>
<span class="w"> </span><span class="n">countries</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="n">country</span>
-<span class="k">FROM</span><span class="w"> </span><span class="n">cities</span>
-<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span><span class="w"> </span><span class="n">countries</span>
-<span class="k">ON</span><span class="w"> </span><span class="n">ST_Contains</span><span class="p">(</span><span class="n">countries</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">cities</span><span class="p">.</span><span class="n">geometry</span><span class="p">)</span>
+<span class="k">FROM</span>
+<span class="w"> </span><span class="n">cities</span>
+<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span>
+<span class="w"> </span><span class="n">countries</span>
+<span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">ST_Contains</span><span class="p">(</span><span class="n">countries</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">cities</span><span class="p">.</span><span class="n">geometry</span><span class="p">)</span>
</code></pre></div>
<h2 id="k-nearest-neighbor-knn-join">K-Nearest Neighbor (KNN) Join<a class="headerlink" href="#k-nearest-neighbor-knn-join" title="Permanent link">¶</a></h2>
<p>Use the specialized <code>ST_KNN</code> function to find the <em>k</em> nearest neighbors from one table for each geometry in another. This is useful for proximity analysis.</p>
-<h3 id="example-for-each-city-find-the-5-other-closest-cities">Example For each city, find the 5 other closest cities.<a class="headerlink" href="#example-for-each-city-find-the-5-other-closest-cities" title="Permanent link">¶</a></h3>
+<h3 id="example_1">Example<a class="headerlink" href="#example_1" title="Permanent link">¶</a></h3>
+<p>For each city, find the 5 other closest cities.</p>
<div class="highlight"><pre><span></span><code><span class="k">SELECT</span>
<span class="w"> </span><span class="n">cities_l</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">city</span><span class="p">,</span>
<span class="w"> </span><span class="n">cities_r</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">nearest_neighbor</span>
-<span class="k">FROM</span><span class="w"> </span><span class="n">cities</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">cities_l</span>
-<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span><span class="w"> </span><span class="n">cities</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">cities_r</span>
-<span class="k">ON</span><span class="w"> </span><span class="n">ST_KNN</span><span class="p">(</span><span class="n">cities_l</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">cities_r</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">)</span>
+<span class="k">FROM</span>
+<span class="w"> </span><span class="n">cities</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">cities_l</span>
+<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span>
+<span class="w"> </span><span class="n">cities</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">cities_r</span>
+<span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">ST_KNN</span><span class="p">(</span><span class="n">cities_l</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">cities_r</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="mi">5</span><span class="p">,</span><span class="w"> </span><span class="k">false< [...]
</code></pre></div>
<h2 id="optimization-barrier">Optimization Barrier<a class="headerlink" href="#optimization-barrier" title="Permanent link">¶</a></h2>
<p>Use the <code>barrier</code> function to prevent filter pushdown and control predicate evaluation order in complex spatial joins. This function creates an optimization barrier by evaluating boolean expressions at runtime.</p>
@@ -1261,18 +1266,21 @@
<li><strong>Filter before KNN</strong>: First filters the data, then finds K nearest neighbors from the filtered subset. This answers "What are the K nearest high-rated restaurants?"</li>
<li><strong>Filter after KNN</strong>: First finds K nearest neighbors from all data, then filters those results. This answers "Of the K nearest restaurants, which ones are high-rated?"</li>
</ul>
-<h3 id="example_1">Example<a class="headerlink" href="#example_1" title="Permanent link">¶</a></h3>
-<p>Find the 3 nearest high-rated restaurants to luxury hotels, ensuring the KNN join completes before filtering.</p>
+<h3 id="example_2">Example<a class="headerlink" href="#example_2" title="Permanent link">¶</a></h3>
+<p>Find the 3 nearest restaurants for each luxury hotel, and then filter the results to only show pairs where the restaurant is also high-rated.</p>
<div class="highlight"><pre><span></span><code><span class="k">SELECT</span>
<span class="w"> </span><span class="n">h</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">hotel</span><span class="p">,</span>
<span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">name</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">restaurant</span><span class="p">,</span>
<span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">rating</span>
-<span class="k">FROM</span><span class="w"> </span><span class="n">hotels</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">h</span>
-<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span><span class="w"> </span><span class="n">restaurants</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">r</span>
-<span class="k">ON</span><span class="w"> </span><span class="n">ST_KNN</span><span class="p">(</span><span class="n">h</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">)</span>
-<span class="k">WHERE</span><span class="w"> </span><span class="n">barrier</span><span class="p">(</span><span class="s1">'rating > 4.0 AND stars >= 4'</span><span class="p">,</span>
-<span class="w"> </span><span class="s1">'rating'</span><span class="p">,</span><span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">rating</span><span class="p">,</span>
-<span class="w"> </span><span class="s1">'stars'</span><span class="p">,</span><span class="w"> </span><span class="n">h</span><span class="p">.</span><span class="n">stars</span><span class="p">)</span>
+<span class="k">FROM</span>
+<span class="w"> </span><span class="n">hotels</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">h</span>
+<span class="k">INNER</span><span class="w"> </span><span class="k">JOIN</span>
+<span class="w"> </span><span class="n">restaurants</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="n">r</span>
+<span class="w"> </span><span class="k">ON</span><span class="w"> </span><span class="n">ST_KNN</span><span class="p">(</span><span class="n">h</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">geometry</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span cl [...]
+<span class="k">WHERE</span>
+<span class="w"> </span><span class="n">barrier</span><span class="p">(</span><span class="s1">'rating > 4.0 AND stars >= 4'</span><span class="p">,</span>
+<span class="w"> </span><span class="s1">'rating'</span><span class="p">,</span><span class="w"> </span><span class="n">r</span><span class="p">.</span><span class="n">rating</span><span class="p">,</span>
+<span class="w"> </span><span class="s1">'stars'</span><span class="p">,</span><span class="w"> </span><span class="n">h</span><span class="p">.</span><span class="n">stars</span><span class="p">)</span>
</code></pre></div>
<p>With the barrier function, this query first finds the 3 nearest restaurants to each hotel (regardless of rating), then filters to keep only those pairs where the restaurant has rating > 4.0 and the hotel has stars >= 4. Without the barrier, an optimizer might push the filters down, changing the query to first filter for high-rated restaurants and luxury hotels, then find the 3 nearest among those filtered sets.</p>
@@ -1295,7 +1303,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 12, 2025 16:13:42 UTC">September 12, 2025 16:13:42</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/reference/sql/index.html b/latest-snapshot/reference/sql/index.html
index 958b88f..adb7127 100644
--- a/latest-snapshot/reference/sql/index.html
+++ b/latest-snapshot/reference/sql/index.html
@@ -609,12 +609,12 @@
<li class="md-nav__item">
- <a href="../../contributors-guide/" class="md-nav__link">
+ <a href="../../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -632,12 +632,12 @@
<li class="md-nav__item">
- <a href="../../crs-examples/" class="md-nav__link">
+ <a href="../../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -936,13 +936,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_astext" class="md-nav__link">
+ <a href="#st_area" class="md-nav__link">
<span class="md-ellipsis">
- ST_AsText
+ ST_Area
</span>
</a>
- <nav class="md-nav" aria-label="ST_AsText">
+ <nav class="md-nav" aria-label="ST_Area">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -987,13 +987,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_contains" class="md-nav__link">
+ <a href="#st_asbinary" class="md-nav__link">
<span class="md-ellipsis">
- ST_Contains
+ ST_AsBinary
</span>
</a>
- <nav class="md-nav" aria-label="ST_Contains">
+ <nav class="md-nav" aria-label="ST_AsBinary">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1038,13 +1038,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_coveredby" class="md-nav__link">
+ <a href="#st_astext" class="md-nav__link">
<span class="md-ellipsis">
- ST_CoveredBy
+ ST_AsText
</span>
</a>
- <nav class="md-nav" aria-label="ST_CoveredBy">
+ <nav class="md-nav" aria-label="ST_AsText">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1089,13 +1089,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_covers" class="md-nav__link">
+ <a href="#st_buffer" class="md-nav__link">
<span class="md-ellipsis">
- ST_Covers
+ ST_Buffer
</span>
</a>
- <nav class="md-nav" aria-label="ST_Covers">
+ <nav class="md-nav" aria-label="ST_Buffer">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1140,13 +1140,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_disjoint" class="md-nav__link">
+ <a href="#st_centroid" class="md-nav__link">
<span class="md-ellipsis">
- ST_Disjoint
+ ST_Centroid
</span>
</a>
- <nav class="md-nav" aria-label="ST_Disjoint">
+ <nav class="md-nav" aria-label="ST_Centroid">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1191,13 +1191,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_equals" class="md-nav__link">
+ <a href="#st_collect" class="md-nav__link">
<span class="md-ellipsis">
- ST_Equals
+ ST_Collect
</span>
</a>
- <nav class="md-nav" aria-label="ST_Equals">
+ <nav class="md-nav" aria-label="ST_Collect">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1242,13 +1242,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_geometrytype" class="md-nav__link">
+ <a href="#st_contains" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeometryType
+ ST_Contains
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeometryType">
+ <nav class="md-nav" aria-label="ST_Contains">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1293,13 +1293,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_hasm" class="md-nav__link">
+ <a href="#st_coveredby" class="md-nav__link">
<span class="md-ellipsis">
- ST_HasM
+ ST_CoveredBy
</span>
</a>
- <nav class="md-nav" aria-label="ST_HasM">
+ <nav class="md-nav" aria-label="ST_CoveredBy">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1344,13 +1344,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_hasz" class="md-nav__link">
+ <a href="#st_covers" class="md-nav__link">
<span class="md-ellipsis">
- ST_HasZ
+ ST_Covers
</span>
</a>
- <nav class="md-nav" aria-label="ST_HasZ">
+ <nav class="md-nav" aria-label="ST_Covers">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1395,13 +1395,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersects" class="md-nav__link">
+ <a href="#st_difference" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersects
+ ST_Difference
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersects">
+ <nav class="md-nav" aria-label="ST_Difference">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1446,13 +1446,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_knn" class="md-nav__link">
+ <a href="#st_dimension" class="md-nav__link">
<span class="md-ellipsis">
- ST_KNN
+ ST_Dimension
</span>
</a>
- <nav class="md-nav" aria-label="ST_KNN">
+ <nav class="md-nav" aria-label="ST_Dimension">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1497,13 +1497,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_m" class="md-nav__link">
+ <a href="#st_disjoint" class="md-nav__link">
<span class="md-ellipsis">
- ST_M
+ ST_Disjoint
</span>
</a>
- <nav class="md-nav" aria-label="ST_M">
+ <nav class="md-nav" aria-label="ST_Disjoint">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1548,13 +1548,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_touches" class="md-nav__link">
+ <a href="#st_distance" class="md-nav__link">
<span class="md-ellipsis">
- ST_Touches
+ ST_Distance
</span>
</a>
- <nav class="md-nav" aria-label="ST_Touches">
+ <nav class="md-nav" aria-label="ST_Distance">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1599,13 +1599,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_within" class="md-nav__link">
+ <a href="#st_distancesphere" class="md-nav__link">
<span class="md-ellipsis">
- ST_Within
+ ST_DistanceSphere
</span>
</a>
- <nav class="md-nav" aria-label="ST_Within">
+ <nav class="md-nav" aria-label="ST_DistanceSphere">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1650,13 +1650,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_x" class="md-nav__link">
+ <a href="#st_distancespheroid" class="md-nav__link">
<span class="md-ellipsis">
- ST_X
+ ST_DistanceSpheroid
</span>
</a>
- <nav class="md-nav" aria-label="ST_X">
+ <nav class="md-nav" aria-label="ST_DistanceSpheroid">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1701,13 +1701,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_y" class="md-nav__link">
+ <a href="#st_dwithin" class="md-nav__link">
<span class="md-ellipsis">
- ST_Y
+ ST_DWithin
</span>
</a>
- <nav class="md-nav" aria-label="ST_Y">
+ <nav class="md-nav" aria-label="ST_DWithin">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1752,13 +1752,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_z" class="md-nav__link">
+ <a href="#st_envelope" class="md-nav__link">
<span class="md-ellipsis">
- ST_Z
+ ST_Envelope
</span>
</a>
- <nav class="md-nav" aria-label="ST_Z">
+ <nav class="md-nav" aria-label="ST_Envelope">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1803,13 +1803,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_distance" class="md-nav__link">
+ <a href="#st_envelope_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_Distance
+ ST_Envelope_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_Distance">
+ <nav class="md-nav" aria-label="ST_Envelope_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1854,13 +1854,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_distancesphere" class="md-nav__link">
+ <a href="#st_equals" class="md-nav__link">
<span class="md-ellipsis">
- ST_DistanceSphere
+ ST_Equals
</span>
</a>
- <nav class="md-nav" aria-label="ST_DistanceSphere">
+ <nav class="md-nav" aria-label="ST_Equals">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1905,13 +1905,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_distancespheroid" class="md-nav__link">
+ <a href="#st_flipcoordinates" class="md-nav__link">
<span class="md-ellipsis">
- ST_DistanceSpheroid
+ ST_FlipCoordinates
</span>
</a>
- <nav class="md-nav" aria-label="ST_DistanceSpheroid">
+ <nav class="md-nav" aria-label="ST_FlipCoordinates">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -1956,13 +1956,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_maxdistance" class="md-nav__link">
+ <a href="#st_frechetdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_MaxDistance
+ ST_FrechetDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_MaxDistance">
+ <nav class="md-nav" aria-label="ST_FrechetDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2007,13 +2007,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_hausdorffdistance" class="md-nav__link">
+ <a href="#st_geomfromwkb" class="md-nav__link">
<span class="md-ellipsis">
- ST_HausdorffDistance
+ ST_GeomFromWKB
</span>
</a>
- <nav class="md-nav" aria-label="ST_HausdorffDistance">
+ <nav class="md-nav" aria-label="ST_GeomFromWKB">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2058,13 +2058,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_frechetdistance" class="md-nav__link">
+ <a href="#st_geomfromwkt" class="md-nav__link">
<span class="md-ellipsis">
- ST_FrechetDistance
+ ST_GeomFromWKT
</span>
</a>
- <nav class="md-nav" aria-label="ST_FrechetDistance">
+ <nav class="md-nav" aria-label="ST_GeomFromWKT">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2109,13 +2109,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersection" class="md-nav__link">
+ <a href="#st_geometrytype" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersection
+ ST_GeometryType
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersection">
+ <nav class="md-nav" aria-label="ST_GeometryType">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2160,13 +2160,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_union" class="md-nav__link">
+ <a href="#st_hasm" class="md-nav__link">
<span class="md-ellipsis">
- ST_Union
+ ST_HasM
</span>
</a>
- <nav class="md-nav" aria-label="ST_Union">
+ <nav class="md-nav" aria-label="ST_HasM">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2211,13 +2211,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_difference" class="md-nav__link">
+ <a href="#st_hasz" class="md-nav__link">
<span class="md-ellipsis">
- ST_Difference
+ ST_HasZ
</span>
</a>
- <nav class="md-nav" aria-label="ST_Difference">
+ <nav class="md-nav" aria-label="ST_HasZ">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2262,13 +2262,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_symdifference" class="md-nav__link">
+ <a href="#st_hausdorffdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_SymDifference
+ ST_HausdorffDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_SymDifference">
+ <nav class="md-nav" aria-label="ST_HausdorffDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2313,13 +2313,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_area" class="md-nav__link">
+ <a href="#st_intersection" class="md-nav__link">
<span class="md-ellipsis">
- ST_Area
+ ST_Intersection
</span>
</a>
- <nav class="md-nav" aria-label="ST_Area">
+ <nav class="md-nav" aria-label="ST_Intersection">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2364,13 +2364,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_centroid" class="md-nav__link">
+ <a href="#st_intersection_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_Centroid
+ ST_Intersection_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_Centroid">
+ <nav class="md-nav" aria-label="ST_Intersection_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2415,13 +2415,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_dimension" class="md-nav__link">
+ <a href="#st_intersects" class="md-nav__link">
<span class="md-ellipsis">
- ST_Dimension
+ ST_Intersects
</span>
</a>
- <nav class="md-nav" aria-label="ST_Dimension">
+ <nav class="md-nav" aria-label="ST_Intersects">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2466,13 +2466,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_geomfromwkb" class="md-nav__link">
+ <a href="#st_isempty" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeomFromWKB
+ ST_IsEmpty
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeomFromWKB">
+ <nav class="md-nav" aria-label="ST_IsEmpty">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2517,13 +2517,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_geomfromwkt" class="md-nav__link">
+ <a href="#st_knn" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeomFromWKT
+ ST_KNN
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeomFromWKT">
+ <nav class="md-nav" aria-label="ST_KNN">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2568,13 +2568,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_isempty" class="md-nav__link">
+ <a href="#st_length" class="md-nav__link">
<span class="md-ellipsis">
- ST_IsEmpty
+ ST_Length
</span>
</a>
- <nav class="md-nav" aria-label="ST_IsEmpty">
+ <nav class="md-nav" aria-label="ST_Length">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2619,13 +2619,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_length" class="md-nav__link">
+ <a href="#st_m" class="md-nav__link">
<span class="md-ellipsis">
- ST_Length
+ ST_M
</span>
</a>
- <nav class="md-nav" aria-label="ST_Length">
+ <nav class="md-nav" aria-label="ST_M">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2670,13 +2670,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_perimeter" class="md-nav__link">
+ <a href="#st_makeline" class="md-nav__link">
<span class="md-ellipsis">
- ST_Perimeter
+ ST_MakeLine
</span>
</a>
- <nav class="md-nav" aria-label="ST_Perimeter">
+ <nav class="md-nav" aria-label="ST_MakeLine">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2721,13 +2721,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_point" class="md-nav__link">
+ <a href="#st_maxdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_Point
+ ST_MaxDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_Point">
+ <nav class="md-nav" aria-label="ST_MaxDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2772,13 +2772,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_xmin" class="md-nav__link">
+ <a href="#st_mmax" class="md-nav__link">
<span class="md-ellipsis">
- ST_XMin
+ ST_MMax
</span>
</a>
- <nav class="md-nav" aria-label="ST_XMin">
+ <nav class="md-nav" aria-label="ST_MMax">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2823,13 +2823,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_xmax" class="md-nav__link">
+ <a href="#st_mmin" class="md-nav__link">
<span class="md-ellipsis">
- ST_XMax
+ ST_MMin
</span>
</a>
- <nav class="md-nav" aria-label="ST_XMax">
+ <nav class="md-nav" aria-label="ST_MMin">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2874,13 +2874,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_ymin" class="md-nav__link">
+ <a href="#st_perimeter" class="md-nav__link">
<span class="md-ellipsis">
- ST_YMin
+ ST_Perimeter
</span>
</a>
- <nav class="md-nav" aria-label="ST_YMin">
+ <nav class="md-nav" aria-label="ST_Perimeter">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2925,13 +2925,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_ymax" class="md-nav__link">
+ <a href="#st_point" class="md-nav__link">
<span class="md-ellipsis">
- ST_YMax
+ ST_Point
</span>
</a>
- <nav class="md-nav" aria-label="ST_YMax">
+ <nav class="md-nav" aria-label="ST_Point">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -2976,13 +2976,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_zmin" class="md-nav__link">
+ <a href="#st_pointm" class="md-nav__link">
<span class="md-ellipsis">
- ST_ZMin
+ ST_PointM
</span>
</a>
- <nav class="md-nav" aria-label="ST_ZMin">
+ <nav class="md-nav" aria-label="ST_PointM">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3027,13 +3027,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_zmax" class="md-nav__link">
+ <a href="#st_pointz" class="md-nav__link">
<span class="md-ellipsis">
- ST_ZMax
+ ST_PointZ
</span>
</a>
- <nav class="md-nav" aria-label="ST_ZMax">
+ <nav class="md-nav" aria-label="ST_PointZ">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3078,13 +3078,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_mmin" class="md-nav__link">
+ <a href="#st_pointzm" class="md-nav__link">
<span class="md-ellipsis">
- ST_MMin
+ ST_PointZM
</span>
</a>
- <nav class="md-nav" aria-label="ST_MMin">
+ <nav class="md-nav" aria-label="ST_PointZM">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3129,13 +3129,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_mmax" class="md-nav__link">
+ <a href="#st_setsrid" class="md-nav__link">
<span class="md-ellipsis">
- ST_MMax
+ ST_SetSRID
</span>
</a>
- <nav class="md-nav" aria-label="ST_MMax">
+ <nav class="md-nav" aria-label="ST_SetSRID">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3180,13 +3180,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_asbinary" class="md-nav__link">
+ <a href="#st_srid" class="md-nav__link">
<span class="md-ellipsis">
- ST_AsBinary
+ ST_SRID
</span>
</a>
- <nav class="md-nav" aria-label="ST_AsBinary">
+ <nav class="md-nav" aria-label="ST_SRID">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3231,13 +3231,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_buffer" class="md-nav__link">
+ <a href="#st_symdifference" class="md-nav__link">
<span class="md-ellipsis">
- ST_Buffer
+ ST_SymDifference
</span>
</a>
- <nav class="md-nav" aria-label="ST_Buffer">
+ <nav class="md-nav" aria-label="ST_SymDifference">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3282,13 +3282,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_dwithin" class="md-nav__link">
+ <a href="#st_touches" class="md-nav__link">
<span class="md-ellipsis">
- ST_DWithin
+ ST_Touches
</span>
</a>
- <nav class="md-nav" aria-label="ST_DWithin">
+ <nav class="md-nav" aria-label="ST_Touches">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3333,13 +3333,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_envelope_aggr" class="md-nav__link">
+ <a href="#st_transform" class="md-nav__link">
<span class="md-ellipsis">
- ST_Envelope_Aggr
+ ST_Transform
</span>
</a>
- <nav class="md-nav" aria-label="ST_Envelope_Aggr">
+ <nav class="md-nav" aria-label="ST_Transform">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3384,13 +3384,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersection_aggr" class="md-nav__link">
+ <a href="#st_union" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersection_Aggr
+ ST_Union
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersection_Aggr">
+ <nav class="md-nav" aria-label="ST_Union">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3435,13 +3435,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_setsrid" class="md-nav__link">
+ <a href="#st_union_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_SetSRID
+ ST_Union_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_SetSRID">
+ <nav class="md-nav" aria-label="ST_Union_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3486,13 +3486,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_transform" class="md-nav__link">
+ <a href="#st_within" class="md-nav__link">
<span class="md-ellipsis">
- ST_Transform
+ ST_Within
</span>
</a>
- <nav class="md-nav" aria-label="ST_Transform">
+ <nav class="md-nav" aria-label="ST_Within">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3537,13 +3537,13 @@
</li>
<li class="md-nav__item">
- <a href="#st_union_aggr" class="md-nav__link">
+ <a href="#st_x" class="md-nav__link">
<span class="md-ellipsis">
- ST_Union_Aggr
+ ST_X
</span>
</a>
- <nav class="md-nav" aria-label="ST_Union_Aggr">
+ <nav class="md-nav" aria-label="ST_X">
<ul class="md-nav__list">
<li class="md-nav__item">
@@ -3587,179 +3587,18 @@
</li>
- </ul>
-
-</nav>
-
- </li>
-
-
-
-
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="../sql-joins/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Spatial Joins
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
- </ul>
- </nav>
-
- </li>
-
-
-
-
- </ul>
- </nav>
-
- </li>
-
-
-
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="https://sedona.apache.org/latest/blog/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Blog
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Community
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="https://sedona.apache.org/latest/asf/asf/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Apache Software Foundation
-
- </span>
-
-
- </a>
- </li>
-
-
-
-
-
-
-
-
-
- <li class="md-nav__item">
- <a href="https://sedona.apache.org/latest/" class="md-nav__link">
-
-
-
- <span class="md-ellipsis">
- Sedona Homepage
-
- </span>
-
-
- </a>
- </li>
-
-
-
- </ul>
-</nav>
- </div>
- </div>
- </div>
-
-
-
- <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc">
- <div class="md-sidebar__scrollwrap">
- <div class="md-sidebar__inner">
-
-
-<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
-
-
-
-
-
-
- <label class="md-nav__title" for="__toc">
- <span class="md-nav__icon md-icon"></span>
- Table of contents
- </label>
- <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
-
<li class="md-nav__item">
- <a href="#st_analyze_aggr" class="md-nav__link">
+ <a href="#st_xmax" class="md-nav__link">
<span class="md-ellipsis">
- ST_Analyze_Aggr
+ ST_XMax
</span>
</a>
- <nav class="md-nav" aria-label="ST_Analyze_Aggr">
+ <nav class="md-nav" aria-label="ST_XMax">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description" class="md-nav__link">
+ <a href="#description_53" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -3768,7 +3607,7 @@
</li>
<li class="md-nav__item">
- <a href="#format" class="md-nav__link">
+ <a href="#format_53" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -3777,7 +3616,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments" class="md-nav__link">
+ <a href="#arguments_53" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -3786,7 +3625,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example" class="md-nav__link">
+ <a href="#sql-example_53" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -3800,17 +3639,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_astext" class="md-nav__link">
+ <a href="#st_xmin" class="md-nav__link">
<span class="md-ellipsis">
- ST_AsText
+ ST_XMin
</span>
</a>
- <nav class="md-nav" aria-label="ST_AsText">
+ <nav class="md-nav" aria-label="ST_XMin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_1" class="md-nav__link">
+ <a href="#description_54" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -3819,7 +3658,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_1" class="md-nav__link">
+ <a href="#format_54" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -3828,7 +3667,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_1" class="md-nav__link">
+ <a href="#arguments_54" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -3837,7 +3676,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_1" class="md-nav__link">
+ <a href="#sql-example_54" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -3851,17 +3690,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_contains" class="md-nav__link">
+ <a href="#st_y" class="md-nav__link">
<span class="md-ellipsis">
- ST_Contains
+ ST_Y
</span>
</a>
- <nav class="md-nav" aria-label="ST_Contains">
+ <nav class="md-nav" aria-label="ST_Y">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_2" class="md-nav__link">
+ <a href="#description_55" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -3870,7 +3709,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_2" class="md-nav__link">
+ <a href="#format_55" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -3879,7 +3718,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_2" class="md-nav__link">
+ <a href="#arguments_55" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -3888,7 +3727,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_2" class="md-nav__link">
+ <a href="#sql-example_55" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -3902,17 +3741,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_coveredby" class="md-nav__link">
+ <a href="#st_ymax" class="md-nav__link">
<span class="md-ellipsis">
- ST_CoveredBy
+ ST_YMax
</span>
</a>
- <nav class="md-nav" aria-label="ST_CoveredBy">
+ <nav class="md-nav" aria-label="ST_YMax">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_3" class="md-nav__link">
+ <a href="#description_56" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -3921,7 +3760,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_3" class="md-nav__link">
+ <a href="#format_56" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -3930,7 +3769,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_3" class="md-nav__link">
+ <a href="#arguments_56" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -3939,7 +3778,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_3" class="md-nav__link">
+ <a href="#sql-example_56" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -3953,17 +3792,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_covers" class="md-nav__link">
+ <a href="#st_ymin" class="md-nav__link">
<span class="md-ellipsis">
- ST_Covers
+ ST_YMin
</span>
</a>
- <nav class="md-nav" aria-label="ST_Covers">
+ <nav class="md-nav" aria-label="ST_YMin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_4" class="md-nav__link">
+ <a href="#description_57" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -3972,7 +3811,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_4" class="md-nav__link">
+ <a href="#format_57" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -3981,7 +3820,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_4" class="md-nav__link">
+ <a href="#arguments_57" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -3990,7 +3829,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_4" class="md-nav__link">
+ <a href="#sql-example_57" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4004,17 +3843,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_disjoint" class="md-nav__link">
+ <a href="#st_z" class="md-nav__link">
<span class="md-ellipsis">
- ST_Disjoint
+ ST_Z
</span>
</a>
- <nav class="md-nav" aria-label="ST_Disjoint">
+ <nav class="md-nav" aria-label="ST_Z">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_5" class="md-nav__link">
+ <a href="#description_58" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4023,7 +3862,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_5" class="md-nav__link">
+ <a href="#format_58" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4032,7 +3871,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_5" class="md-nav__link">
+ <a href="#arguments_58" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4041,7 +3880,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_5" class="md-nav__link">
+ <a href="#sql-example_58" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4055,17 +3894,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_equals" class="md-nav__link">
+ <a href="#st_zmax" class="md-nav__link">
<span class="md-ellipsis">
- ST_Equals
+ ST_ZMax
</span>
</a>
- <nav class="md-nav" aria-label="ST_Equals">
+ <nav class="md-nav" aria-label="ST_ZMax">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_6" class="md-nav__link">
+ <a href="#description_59" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4074,7 +3913,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_6" class="md-nav__link">
+ <a href="#format_59" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4083,7 +3922,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_6" class="md-nav__link">
+ <a href="#arguments_59" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4092,7 +3931,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_6" class="md-nav__link">
+ <a href="#sql-example_59" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4106,17 +3945,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_geometrytype" class="md-nav__link">
+ <a href="#st_zmin" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeometryType
+ ST_ZMin
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeometryType">
+ <nav class="md-nav" aria-label="ST_ZMin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_7" class="md-nav__link">
+ <a href="#description_60" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4125,7 +3964,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_7" class="md-nav__link">
+ <a href="#format_60" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4134,7 +3973,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_7" class="md-nav__link">
+ <a href="#arguments_60" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4143,7 +3982,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_7" class="md-nav__link">
+ <a href="#sql-example_60" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4156,18 +3995,179 @@
</li>
+ </ul>
+
+</nav>
+
+ </li>
+
+
+
+
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="../sql-joins/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Spatial Joins
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
+ </ul>
+ </nav>
+
+ </li>
+
+
+
+
+ </ul>
+ </nav>
+
+ </li>
+
+
+
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="https://sedona.apache.org/latest/blog/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Blog
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="https://sedona.apache.org/latest/community/contact/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Community
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="https://sedona.apache.org/latest/asf/asf/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Apache Software Foundation
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+
+
+
+
+
+
+ <li class="md-nav__item">
+ <a href="https://sedona.apache.org/latest/" class="md-nav__link">
+
+
+
+ <span class="md-ellipsis">
+ Sedona Homepage
+
+ </span>
+
+
+ </a>
+ </li>
+
+
+
+ </ul>
+</nav>
+ </div>
+ </div>
+ </div>
+
+
+
+ <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc">
+ <div class="md-sidebar__scrollwrap">
+ <div class="md-sidebar__inner">
+
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+
+
+
+
+
+
+ <label class="md-nav__title" for="__toc">
+ <span class="md-nav__icon md-icon"></span>
+ Table of contents
+ </label>
+ <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+
<li class="md-nav__item">
- <a href="#st_hasm" class="md-nav__link">
+ <a href="#st_analyze_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_HasM
+ ST_Analyze_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_HasM">
+ <nav class="md-nav" aria-label="ST_Analyze_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_8" class="md-nav__link">
+ <a href="#description" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4176,7 +4176,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_8" class="md-nav__link">
+ <a href="#format" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4185,7 +4185,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_8" class="md-nav__link">
+ <a href="#arguments" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4194,7 +4194,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_8" class="md-nav__link">
+ <a href="#sql-example" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4208,17 +4208,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_hasz" class="md-nav__link">
+ <a href="#st_area" class="md-nav__link">
<span class="md-ellipsis">
- ST_HasZ
+ ST_Area
</span>
</a>
- <nav class="md-nav" aria-label="ST_HasZ">
+ <nav class="md-nav" aria-label="ST_Area">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_9" class="md-nav__link">
+ <a href="#description_1" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4227,7 +4227,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_9" class="md-nav__link">
+ <a href="#format_1" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4236,7 +4236,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_9" class="md-nav__link">
+ <a href="#arguments_1" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4245,7 +4245,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_9" class="md-nav__link">
+ <a href="#sql-example_1" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4259,17 +4259,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersects" class="md-nav__link">
+ <a href="#st_asbinary" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersects
+ ST_AsBinary
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersects">
+ <nav class="md-nav" aria-label="ST_AsBinary">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_10" class="md-nav__link">
+ <a href="#description_2" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4278,7 +4278,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_10" class="md-nav__link">
+ <a href="#format_2" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4287,7 +4287,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_10" class="md-nav__link">
+ <a href="#arguments_2" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4296,7 +4296,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_10" class="md-nav__link">
+ <a href="#sql-example_2" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4310,17 +4310,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_knn" class="md-nav__link">
+ <a href="#st_astext" class="md-nav__link">
<span class="md-ellipsis">
- ST_KNN
+ ST_AsText
</span>
</a>
- <nav class="md-nav" aria-label="ST_KNN">
+ <nav class="md-nav" aria-label="ST_AsText">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_11" class="md-nav__link">
+ <a href="#description_3" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4329,7 +4329,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_11" class="md-nav__link">
+ <a href="#format_3" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4338,7 +4338,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_11" class="md-nav__link">
+ <a href="#arguments_3" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4347,7 +4347,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_11" class="md-nav__link">
+ <a href="#sql-example_3" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4361,17 +4361,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_m" class="md-nav__link">
+ <a href="#st_buffer" class="md-nav__link">
<span class="md-ellipsis">
- ST_M
+ ST_Buffer
</span>
</a>
- <nav class="md-nav" aria-label="ST_M">
+ <nav class="md-nav" aria-label="ST_Buffer">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_12" class="md-nav__link">
+ <a href="#description_4" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4380,7 +4380,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_12" class="md-nav__link">
+ <a href="#format_4" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4389,7 +4389,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_12" class="md-nav__link">
+ <a href="#arguments_4" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4398,7 +4398,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_12" class="md-nav__link">
+ <a href="#sql-example_4" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4412,17 +4412,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_touches" class="md-nav__link">
+ <a href="#st_centroid" class="md-nav__link">
<span class="md-ellipsis">
- ST_Touches
+ ST_Centroid
</span>
</a>
- <nav class="md-nav" aria-label="ST_Touches">
+ <nav class="md-nav" aria-label="ST_Centroid">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_13" class="md-nav__link">
+ <a href="#description_5" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4431,7 +4431,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_13" class="md-nav__link">
+ <a href="#format_5" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4440,7 +4440,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_13" class="md-nav__link">
+ <a href="#arguments_5" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4449,7 +4449,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_13" class="md-nav__link">
+ <a href="#sql-example_5" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4463,17 +4463,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_within" class="md-nav__link">
+ <a href="#st_collect" class="md-nav__link">
<span class="md-ellipsis">
- ST_Within
+ ST_Collect
</span>
</a>
- <nav class="md-nav" aria-label="ST_Within">
+ <nav class="md-nav" aria-label="ST_Collect">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_14" class="md-nav__link">
+ <a href="#description_6" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4482,7 +4482,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_14" class="md-nav__link">
+ <a href="#format_6" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4491,7 +4491,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_14" class="md-nav__link">
+ <a href="#arguments_6" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4500,7 +4500,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_14" class="md-nav__link">
+ <a href="#sql-example_6" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4514,17 +4514,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_x" class="md-nav__link">
+ <a href="#st_contains" class="md-nav__link">
<span class="md-ellipsis">
- ST_X
+ ST_Contains
</span>
</a>
- <nav class="md-nav" aria-label="ST_X">
+ <nav class="md-nav" aria-label="ST_Contains">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_15" class="md-nav__link">
+ <a href="#description_7" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4533,7 +4533,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_15" class="md-nav__link">
+ <a href="#format_7" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4542,7 +4542,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_15" class="md-nav__link">
+ <a href="#arguments_7" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4551,7 +4551,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_15" class="md-nav__link">
+ <a href="#sql-example_7" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4565,17 +4565,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_y" class="md-nav__link">
+ <a href="#st_coveredby" class="md-nav__link">
<span class="md-ellipsis">
- ST_Y
+ ST_CoveredBy
</span>
</a>
- <nav class="md-nav" aria-label="ST_Y">
+ <nav class="md-nav" aria-label="ST_CoveredBy">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_16" class="md-nav__link">
+ <a href="#description_8" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4584,7 +4584,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_16" class="md-nav__link">
+ <a href="#format_8" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4593,7 +4593,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_16" class="md-nav__link">
+ <a href="#arguments_8" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4602,7 +4602,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_16" class="md-nav__link">
+ <a href="#sql-example_8" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4616,17 +4616,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_z" class="md-nav__link">
+ <a href="#st_covers" class="md-nav__link">
<span class="md-ellipsis">
- ST_Z
+ ST_Covers
</span>
</a>
- <nav class="md-nav" aria-label="ST_Z">
+ <nav class="md-nav" aria-label="ST_Covers">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_17" class="md-nav__link">
+ <a href="#description_9" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4635,7 +4635,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_17" class="md-nav__link">
+ <a href="#format_9" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4644,7 +4644,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_17" class="md-nav__link">
+ <a href="#arguments_9" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4653,7 +4653,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_17" class="md-nav__link">
+ <a href="#sql-example_9" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4667,17 +4667,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_distance" class="md-nav__link">
+ <a href="#st_difference" class="md-nav__link">
<span class="md-ellipsis">
- ST_Distance
+ ST_Difference
</span>
</a>
- <nav class="md-nav" aria-label="ST_Distance">
+ <nav class="md-nav" aria-label="ST_Difference">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_18" class="md-nav__link">
+ <a href="#description_10" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4686,7 +4686,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_18" class="md-nav__link">
+ <a href="#format_10" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4695,7 +4695,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_18" class="md-nav__link">
+ <a href="#arguments_10" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4704,7 +4704,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_18" class="md-nav__link">
+ <a href="#sql-example_10" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4718,17 +4718,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_distancesphere" class="md-nav__link">
+ <a href="#st_dimension" class="md-nav__link">
<span class="md-ellipsis">
- ST_DistanceSphere
+ ST_Dimension
</span>
</a>
- <nav class="md-nav" aria-label="ST_DistanceSphere">
+ <nav class="md-nav" aria-label="ST_Dimension">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_19" class="md-nav__link">
+ <a href="#description_11" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4737,7 +4737,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_19" class="md-nav__link">
+ <a href="#format_11" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4746,7 +4746,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_19" class="md-nav__link">
+ <a href="#arguments_11" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4755,7 +4755,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_19" class="md-nav__link">
+ <a href="#sql-example_11" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4769,17 +4769,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_distancespheroid" class="md-nav__link">
+ <a href="#st_disjoint" class="md-nav__link">
<span class="md-ellipsis">
- ST_DistanceSpheroid
+ ST_Disjoint
</span>
</a>
- <nav class="md-nav" aria-label="ST_DistanceSpheroid">
+ <nav class="md-nav" aria-label="ST_Disjoint">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_20" class="md-nav__link">
+ <a href="#description_12" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4788,7 +4788,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_20" class="md-nav__link">
+ <a href="#format_12" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4797,7 +4797,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_20" class="md-nav__link">
+ <a href="#arguments_12" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4806,7 +4806,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_20" class="md-nav__link">
+ <a href="#sql-example_12" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4820,17 +4820,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_maxdistance" class="md-nav__link">
+ <a href="#st_distance" class="md-nav__link">
<span class="md-ellipsis">
- ST_MaxDistance
+ ST_Distance
</span>
</a>
- <nav class="md-nav" aria-label="ST_MaxDistance">
+ <nav class="md-nav" aria-label="ST_Distance">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_21" class="md-nav__link">
+ <a href="#description_13" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4839,7 +4839,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_21" class="md-nav__link">
+ <a href="#format_13" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4848,7 +4848,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_21" class="md-nav__link">
+ <a href="#arguments_13" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4857,7 +4857,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_21" class="md-nav__link">
+ <a href="#sql-example_13" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4871,17 +4871,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_hausdorffdistance" class="md-nav__link">
+ <a href="#st_distancesphere" class="md-nav__link">
<span class="md-ellipsis">
- ST_HausdorffDistance
+ ST_DistanceSphere
</span>
</a>
- <nav class="md-nav" aria-label="ST_HausdorffDistance">
+ <nav class="md-nav" aria-label="ST_DistanceSphere">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_22" class="md-nav__link">
+ <a href="#description_14" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4890,7 +4890,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_22" class="md-nav__link">
+ <a href="#format_14" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4899,7 +4899,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_22" class="md-nav__link">
+ <a href="#arguments_14" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4908,7 +4908,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_22" class="md-nav__link">
+ <a href="#sql-example_14" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4922,17 +4922,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_frechetdistance" class="md-nav__link">
+ <a href="#st_distancespheroid" class="md-nav__link">
<span class="md-ellipsis">
- ST_FrechetDistance
+ ST_DistanceSpheroid
</span>
</a>
- <nav class="md-nav" aria-label="ST_FrechetDistance">
+ <nav class="md-nav" aria-label="ST_DistanceSpheroid">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_23" class="md-nav__link">
+ <a href="#description_15" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4941,7 +4941,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_23" class="md-nav__link">
+ <a href="#format_15" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -4950,7 +4950,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_23" class="md-nav__link">
+ <a href="#arguments_15" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -4959,7 +4959,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_23" class="md-nav__link">
+ <a href="#sql-example_15" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -4973,17 +4973,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersection" class="md-nav__link">
+ <a href="#st_dwithin" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersection
+ ST_DWithin
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersection">
+ <nav class="md-nav" aria-label="ST_DWithin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_24" class="md-nav__link">
+ <a href="#description_16" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -4992,7 +4992,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_24" class="md-nav__link">
+ <a href="#format_16" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5001,7 +5001,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_24" class="md-nav__link">
+ <a href="#arguments_16" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5010,7 +5010,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_24" class="md-nav__link">
+ <a href="#sql-example_16" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5024,17 +5024,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_union" class="md-nav__link">
+ <a href="#st_envelope" class="md-nav__link">
<span class="md-ellipsis">
- ST_Union
+ ST_Envelope
</span>
</a>
- <nav class="md-nav" aria-label="ST_Union">
+ <nav class="md-nav" aria-label="ST_Envelope">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_25" class="md-nav__link">
+ <a href="#description_17" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5043,7 +5043,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_25" class="md-nav__link">
+ <a href="#format_17" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5052,7 +5052,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_25" class="md-nav__link">
+ <a href="#arguments_17" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5061,7 +5061,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_25" class="md-nav__link">
+ <a href="#sql-example_17" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5075,17 +5075,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_difference" class="md-nav__link">
+ <a href="#st_envelope_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_Difference
+ ST_Envelope_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_Difference">
+ <nav class="md-nav" aria-label="ST_Envelope_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_26" class="md-nav__link">
+ <a href="#description_18" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5094,7 +5094,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_26" class="md-nav__link">
+ <a href="#format_18" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5103,7 +5103,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_26" class="md-nav__link">
+ <a href="#arguments_18" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5112,7 +5112,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_26" class="md-nav__link">
+ <a href="#sql-example_18" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5126,17 +5126,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_symdifference" class="md-nav__link">
+ <a href="#st_equals" class="md-nav__link">
<span class="md-ellipsis">
- ST_SymDifference
+ ST_Equals
</span>
</a>
- <nav class="md-nav" aria-label="ST_SymDifference">
+ <nav class="md-nav" aria-label="ST_Equals">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_27" class="md-nav__link">
+ <a href="#description_19" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5145,7 +5145,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_27" class="md-nav__link">
+ <a href="#format_19" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5154,7 +5154,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_27" class="md-nav__link">
+ <a href="#arguments_19" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5163,7 +5163,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_27" class="md-nav__link">
+ <a href="#sql-example_19" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5177,17 +5177,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_area" class="md-nav__link">
+ <a href="#st_flipcoordinates" class="md-nav__link">
<span class="md-ellipsis">
- ST_Area
+ ST_FlipCoordinates
</span>
</a>
- <nav class="md-nav" aria-label="ST_Area">
+ <nav class="md-nav" aria-label="ST_FlipCoordinates">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_28" class="md-nav__link">
+ <a href="#description_20" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5196,7 +5196,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_28" class="md-nav__link">
+ <a href="#format_20" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5205,7 +5205,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_28" class="md-nav__link">
+ <a href="#arguments_20" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5214,7 +5214,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_28" class="md-nav__link">
+ <a href="#sql-example_20" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5228,17 +5228,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_centroid" class="md-nav__link">
+ <a href="#st_frechetdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_Centroid
+ ST_FrechetDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_Centroid">
+ <nav class="md-nav" aria-label="ST_FrechetDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_29" class="md-nav__link">
+ <a href="#description_21" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5247,7 +5247,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_29" class="md-nav__link">
+ <a href="#format_21" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5256,7 +5256,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_29" class="md-nav__link">
+ <a href="#arguments_21" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5265,7 +5265,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_29" class="md-nav__link">
+ <a href="#sql-example_21" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5279,17 +5279,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_dimension" class="md-nav__link">
+ <a href="#st_geomfromwkb" class="md-nav__link">
<span class="md-ellipsis">
- ST_Dimension
+ ST_GeomFromWKB
</span>
</a>
- <nav class="md-nav" aria-label="ST_Dimension">
+ <nav class="md-nav" aria-label="ST_GeomFromWKB">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_30" class="md-nav__link">
+ <a href="#description_22" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5298,7 +5298,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_30" class="md-nav__link">
+ <a href="#format_22" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5307,7 +5307,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_30" class="md-nav__link">
+ <a href="#arguments_22" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5316,7 +5316,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_30" class="md-nav__link">
+ <a href="#sql-example_22" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5330,17 +5330,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_geomfromwkb" class="md-nav__link">
+ <a href="#st_geomfromwkt" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeomFromWKB
+ ST_GeomFromWKT
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeomFromWKB">
+ <nav class="md-nav" aria-label="ST_GeomFromWKT">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_31" class="md-nav__link">
+ <a href="#description_23" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5349,7 +5349,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_31" class="md-nav__link">
+ <a href="#format_23" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5358,7 +5358,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_31" class="md-nav__link">
+ <a href="#arguments_23" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5367,7 +5367,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_31" class="md-nav__link">
+ <a href="#sql-example_23" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5381,17 +5381,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_geomfromwkt" class="md-nav__link">
+ <a href="#st_geometrytype" class="md-nav__link">
<span class="md-ellipsis">
- ST_GeomFromWKT
+ ST_GeometryType
</span>
</a>
- <nav class="md-nav" aria-label="ST_GeomFromWKT">
+ <nav class="md-nav" aria-label="ST_GeometryType">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_32" class="md-nav__link">
+ <a href="#description_24" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5400,7 +5400,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_32" class="md-nav__link">
+ <a href="#format_24" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5409,7 +5409,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_32" class="md-nav__link">
+ <a href="#arguments_24" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5418,7 +5418,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_32" class="md-nav__link">
+ <a href="#sql-example_24" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5432,17 +5432,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_isempty" class="md-nav__link">
+ <a href="#st_hasm" class="md-nav__link">
<span class="md-ellipsis">
- ST_IsEmpty
+ ST_HasM
</span>
</a>
- <nav class="md-nav" aria-label="ST_IsEmpty">
+ <nav class="md-nav" aria-label="ST_HasM">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_33" class="md-nav__link">
+ <a href="#description_25" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5451,7 +5451,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_33" class="md-nav__link">
+ <a href="#format_25" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5460,7 +5460,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_33" class="md-nav__link">
+ <a href="#arguments_25" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5469,7 +5469,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_33" class="md-nav__link">
+ <a href="#sql-example_25" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5483,17 +5483,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_length" class="md-nav__link">
+ <a href="#st_hasz" class="md-nav__link">
<span class="md-ellipsis">
- ST_Length
+ ST_HasZ
</span>
</a>
- <nav class="md-nav" aria-label="ST_Length">
+ <nav class="md-nav" aria-label="ST_HasZ">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_34" class="md-nav__link">
+ <a href="#description_26" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5502,7 +5502,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_34" class="md-nav__link">
+ <a href="#format_26" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5511,7 +5511,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_34" class="md-nav__link">
+ <a href="#arguments_26" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5520,7 +5520,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_34" class="md-nav__link">
+ <a href="#sql-example_26" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5534,17 +5534,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_perimeter" class="md-nav__link">
+ <a href="#st_hausdorffdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_Perimeter
+ ST_HausdorffDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_Perimeter">
+ <nav class="md-nav" aria-label="ST_HausdorffDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_35" class="md-nav__link">
+ <a href="#description_27" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5553,7 +5553,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_35" class="md-nav__link">
+ <a href="#format_27" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5562,7 +5562,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_35" class="md-nav__link">
+ <a href="#arguments_27" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5571,7 +5571,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_35" class="md-nav__link">
+ <a href="#sql-example_27" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5585,17 +5585,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_point" class="md-nav__link">
+ <a href="#st_intersection" class="md-nav__link">
<span class="md-ellipsis">
- ST_Point
+ ST_Intersection
</span>
</a>
- <nav class="md-nav" aria-label="ST_Point">
+ <nav class="md-nav" aria-label="ST_Intersection">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_36" class="md-nav__link">
+ <a href="#description_28" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5604,7 +5604,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_36" class="md-nav__link">
+ <a href="#format_28" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5613,7 +5613,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_36" class="md-nav__link">
+ <a href="#arguments_28" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5622,7 +5622,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_36" class="md-nav__link">
+ <a href="#sql-example_28" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5636,17 +5636,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_xmin" class="md-nav__link">
+ <a href="#st_intersection_aggr" class="md-nav__link">
<span class="md-ellipsis">
- ST_XMin
+ ST_Intersection_Aggr
</span>
</a>
- <nav class="md-nav" aria-label="ST_XMin">
+ <nav class="md-nav" aria-label="ST_Intersection_Aggr">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_37" class="md-nav__link">
+ <a href="#description_29" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5655,7 +5655,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_37" class="md-nav__link">
+ <a href="#format_29" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5664,7 +5664,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_37" class="md-nav__link">
+ <a href="#arguments_29" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5673,7 +5673,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_37" class="md-nav__link">
+ <a href="#sql-example_29" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5687,17 +5687,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_xmax" class="md-nav__link">
+ <a href="#st_intersects" class="md-nav__link">
<span class="md-ellipsis">
- ST_XMax
+ ST_Intersects
</span>
</a>
- <nav class="md-nav" aria-label="ST_XMax">
+ <nav class="md-nav" aria-label="ST_Intersects">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_38" class="md-nav__link">
+ <a href="#description_30" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5706,7 +5706,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_38" class="md-nav__link">
+ <a href="#format_30" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5715,7 +5715,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_38" class="md-nav__link">
+ <a href="#arguments_30" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5724,7 +5724,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_38" class="md-nav__link">
+ <a href="#sql-example_30" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5738,17 +5738,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_ymin" class="md-nav__link">
+ <a href="#st_isempty" class="md-nav__link">
<span class="md-ellipsis">
- ST_YMin
+ ST_IsEmpty
</span>
</a>
- <nav class="md-nav" aria-label="ST_YMin">
+ <nav class="md-nav" aria-label="ST_IsEmpty">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_39" class="md-nav__link">
+ <a href="#description_31" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5757,7 +5757,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_39" class="md-nav__link">
+ <a href="#format_31" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5766,7 +5766,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_39" class="md-nav__link">
+ <a href="#arguments_31" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5775,7 +5775,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_39" class="md-nav__link">
+ <a href="#sql-example_31" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5789,17 +5789,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_ymax" class="md-nav__link">
+ <a href="#st_knn" class="md-nav__link">
<span class="md-ellipsis">
- ST_YMax
+ ST_KNN
</span>
</a>
- <nav class="md-nav" aria-label="ST_YMax">
+ <nav class="md-nav" aria-label="ST_KNN">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_40" class="md-nav__link">
+ <a href="#description_32" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5808,7 +5808,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_40" class="md-nav__link">
+ <a href="#format_32" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5817,7 +5817,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_40" class="md-nav__link">
+ <a href="#arguments_32" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5826,7 +5826,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_40" class="md-nav__link">
+ <a href="#sql-example_32" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5840,17 +5840,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_zmin" class="md-nav__link">
+ <a href="#st_length" class="md-nav__link">
<span class="md-ellipsis">
- ST_ZMin
+ ST_Length
</span>
</a>
- <nav class="md-nav" aria-label="ST_ZMin">
+ <nav class="md-nav" aria-label="ST_Length">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_41" class="md-nav__link">
+ <a href="#description_33" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5859,7 +5859,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_41" class="md-nav__link">
+ <a href="#format_33" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5868,7 +5868,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_41" class="md-nav__link">
+ <a href="#arguments_33" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5877,7 +5877,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_41" class="md-nav__link">
+ <a href="#sql-example_33" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5891,17 +5891,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_zmax" class="md-nav__link">
+ <a href="#st_m" class="md-nav__link">
<span class="md-ellipsis">
- ST_ZMax
+ ST_M
</span>
</a>
- <nav class="md-nav" aria-label="ST_ZMax">
+ <nav class="md-nav" aria-label="ST_M">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_42" class="md-nav__link">
+ <a href="#description_34" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5910,7 +5910,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_42" class="md-nav__link">
+ <a href="#format_34" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5919,7 +5919,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_42" class="md-nav__link">
+ <a href="#arguments_34" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5928,7 +5928,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_42" class="md-nav__link">
+ <a href="#sql-example_34" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5942,17 +5942,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_mmin" class="md-nav__link">
+ <a href="#st_makeline" class="md-nav__link">
<span class="md-ellipsis">
- ST_MMin
+ ST_MakeLine
</span>
</a>
- <nav class="md-nav" aria-label="ST_MMin">
+ <nav class="md-nav" aria-label="ST_MakeLine">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_43" class="md-nav__link">
+ <a href="#description_35" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -5961,7 +5961,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_43" class="md-nav__link">
+ <a href="#format_35" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -5970,7 +5970,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_43" class="md-nav__link">
+ <a href="#arguments_35" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -5979,7 +5979,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_43" class="md-nav__link">
+ <a href="#sql-example_35" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -5993,17 +5993,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_mmax" class="md-nav__link">
+ <a href="#st_maxdistance" class="md-nav__link">
<span class="md-ellipsis">
- ST_MMax
+ ST_MaxDistance
</span>
</a>
- <nav class="md-nav" aria-label="ST_MMax">
+ <nav class="md-nav" aria-label="ST_MaxDistance">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_44" class="md-nav__link">
+ <a href="#description_36" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6012,7 +6012,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_44" class="md-nav__link">
+ <a href="#format_36" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6021,7 +6021,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_44" class="md-nav__link">
+ <a href="#arguments_36" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6030,7 +6030,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_44" class="md-nav__link">
+ <a href="#sql-example_36" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6044,17 +6044,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_asbinary" class="md-nav__link">
+ <a href="#st_mmax" class="md-nav__link">
<span class="md-ellipsis">
- ST_AsBinary
+ ST_MMax
</span>
</a>
- <nav class="md-nav" aria-label="ST_AsBinary">
+ <nav class="md-nav" aria-label="ST_MMax">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_45" class="md-nav__link">
+ <a href="#description_37" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6063,7 +6063,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_45" class="md-nav__link">
+ <a href="#format_37" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6072,7 +6072,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_45" class="md-nav__link">
+ <a href="#arguments_37" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6081,7 +6081,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_45" class="md-nav__link">
+ <a href="#sql-example_37" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6095,17 +6095,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_buffer" class="md-nav__link">
+ <a href="#st_mmin" class="md-nav__link">
<span class="md-ellipsis">
- ST_Buffer
+ ST_MMin
</span>
</a>
- <nav class="md-nav" aria-label="ST_Buffer">
+ <nav class="md-nav" aria-label="ST_MMin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_46" class="md-nav__link">
+ <a href="#description_38" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6114,7 +6114,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_46" class="md-nav__link">
+ <a href="#format_38" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6123,7 +6123,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_46" class="md-nav__link">
+ <a href="#arguments_38" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6132,7 +6132,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_46" class="md-nav__link">
+ <a href="#sql-example_38" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6146,17 +6146,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_dwithin" class="md-nav__link">
+ <a href="#st_perimeter" class="md-nav__link">
<span class="md-ellipsis">
- ST_DWithin
+ ST_Perimeter
</span>
</a>
- <nav class="md-nav" aria-label="ST_DWithin">
+ <nav class="md-nav" aria-label="ST_Perimeter">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_47" class="md-nav__link">
+ <a href="#description_39" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6165,7 +6165,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_47" class="md-nav__link">
+ <a href="#format_39" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6174,7 +6174,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_47" class="md-nav__link">
+ <a href="#arguments_39" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6183,7 +6183,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_47" class="md-nav__link">
+ <a href="#sql-example_39" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6197,17 +6197,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_envelope_aggr" class="md-nav__link">
+ <a href="#st_point" class="md-nav__link">
<span class="md-ellipsis">
- ST_Envelope_Aggr
+ ST_Point
</span>
</a>
- <nav class="md-nav" aria-label="ST_Envelope_Aggr">
+ <nav class="md-nav" aria-label="ST_Point">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_48" class="md-nav__link">
+ <a href="#description_40" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6216,7 +6216,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_48" class="md-nav__link">
+ <a href="#format_40" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6225,7 +6225,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_48" class="md-nav__link">
+ <a href="#arguments_40" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6234,7 +6234,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_48" class="md-nav__link">
+ <a href="#sql-example_40" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6248,17 +6248,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_intersection_aggr" class="md-nav__link">
+ <a href="#st_pointm" class="md-nav__link">
<span class="md-ellipsis">
- ST_Intersection_Aggr
+ ST_PointM
</span>
</a>
- <nav class="md-nav" aria-label="ST_Intersection_Aggr">
+ <nav class="md-nav" aria-label="ST_PointM">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_49" class="md-nav__link">
+ <a href="#description_41" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6267,7 +6267,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_49" class="md-nav__link">
+ <a href="#format_41" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6276,7 +6276,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_49" class="md-nav__link">
+ <a href="#arguments_41" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6285,7 +6285,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_49" class="md-nav__link">
+ <a href="#sql-example_41" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6299,17 +6299,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_setsrid" class="md-nav__link">
+ <a href="#st_pointz" class="md-nav__link">
<span class="md-ellipsis">
- ST_SetSRID
+ ST_PointZ
</span>
</a>
- <nav class="md-nav" aria-label="ST_SetSRID">
+ <nav class="md-nav" aria-label="ST_PointZ">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_50" class="md-nav__link">
+ <a href="#description_42" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6318,7 +6318,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_50" class="md-nav__link">
+ <a href="#format_42" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6327,7 +6327,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_50" class="md-nav__link">
+ <a href="#arguments_42" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6336,7 +6336,262 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_50" class="md-nav__link">
+ <a href="#sql-example_42" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_pointzm" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_PointZM
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_PointZM">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_43" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_43" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_43" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_43" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_setsrid" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_SetSRID
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_SetSRID">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_44" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_44" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_44" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_44" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_srid" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_SRID
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_SRID">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_45" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_45" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_45" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_45" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_symdifference" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_SymDifference
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_SymDifference">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_46" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_46" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_46" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_46" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_touches" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_Touches
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Touches">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_47" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_47" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_47" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_47" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6352,15 +6607,474 @@
<li class="md-nav__item">
<a href="#st_transform" class="md-nav__link">
<span class="md-ellipsis">
- ST_Transform
+ ST_Transform
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Transform">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_48" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_48" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_48" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_48" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_union" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_Union
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Union">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_49" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_49" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_49" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_49" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_union_aggr" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_Union_Aggr
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Union_Aggr">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_50" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_50" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_50" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_50" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_within" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_Within
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Within">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_51" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_51" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_51" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_51" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_x" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_X
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_X">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_52" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_52" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_52" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_52" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_xmax" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_XMax
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_XMax">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_53" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_53" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_53" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_53" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_xmin" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_XMin
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_XMin">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_54" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_54" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_54" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_54" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_y" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_Y
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_Y">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_55" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_55" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_55" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_55" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_ymax" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_YMax
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_YMax">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_56" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_56" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_56" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
</span>
</a>
- <nav class="md-nav" aria-label="ST_Transform">
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_56" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_ymin" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_YMin
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_YMin">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_51" class="md-nav__link">
+ <a href="#description_57" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6369,7 +7083,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_51" class="md-nav__link">
+ <a href="#format_57" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6378,7 +7092,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_51" class="md-nav__link">
+ <a href="#arguments_57" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6387,7 +7101,7 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_51" class="md-nav__link">
+ <a href="#sql-example_57" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6401,17 +7115,17 @@
</li>
<li class="md-nav__item">
- <a href="#st_union_aggr" class="md-nav__link">
+ <a href="#st_z" class="md-nav__link">
<span class="md-ellipsis">
- ST_Union_Aggr
+ ST_Z
</span>
</a>
- <nav class="md-nav" aria-label="ST_Union_Aggr">
+ <nav class="md-nav" aria-label="ST_Z">
<ul class="md-nav__list">
<li class="md-nav__item">
- <a href="#description_52" class="md-nav__link">
+ <a href="#description_58" class="md-nav__link">
<span class="md-ellipsis">
Description
</span>
@@ -6420,7 +7134,7 @@
</li>
<li class="md-nav__item">
- <a href="#format_52" class="md-nav__link">
+ <a href="#format_58" class="md-nav__link">
<span class="md-ellipsis">
Format
</span>
@@ -6429,7 +7143,7 @@
</li>
<li class="md-nav__item">
- <a href="#arguments_52" class="md-nav__link">
+ <a href="#arguments_58" class="md-nav__link">
<span class="md-ellipsis">
Arguments
</span>
@@ -6438,7 +7152,109 @@
</li>
<li class="md-nav__item">
- <a href="#sql-example_52" class="md-nav__link">
+ <a href="#sql-example_58" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_zmax" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_ZMax
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_ZMax">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_59" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_59" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_59" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_59" class="md-nav__link">
+ <span class="md-ellipsis">
+ SQL Example
+ </span>
+ </a>
+
+</li>
+
+ </ul>
+ </nav>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#st_zmin" class="md-nav__link">
+ <span class="md-ellipsis">
+ ST_ZMin
+ </span>
+ </a>
+
+ <nav class="md-nav" aria-label="ST_ZMin">
+ <ul class="md-nav__list">
+
+ <li class="md-nav__item">
+ <a href="#description_60" class="md-nav__link">
+ <span class="md-ellipsis">
+ Description
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#format_60" class="md-nav__link">
+ <span class="md-ellipsis">
+ Format
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#arguments_60" class="md-nav__link">
+ <span class="md-ellipsis">
+ Arguments
+ </span>
+ </a>
+
+</li>
+
+ <li class="md-nav__item">
+ <a href="#sql-example_60" class="md-nav__link">
<span class="md-ellipsis">
SQL Example
</span>
@@ -6511,694 +7327,796 @@
<h3 id="sql-example">SQL Example<a class="headerlink" href="#sql-example" title="Permanent link">¶</a></h3>
<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Analyze_Aggr</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'MULTIPOINT(1.1 101.1,2.1 102.1,3.1 103.1,4.1 104.1,5.1 105.1,6.1 106.1,7.1 107.1,8.1 108.1,9.1 109.1,10.1 110.1)'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_astext">ST_AsText<a class="headerlink" href="#st_astext" title="Permanent link">¶</a></h2>
+<h2 id="st_area">ST_Area<a class="headerlink" href="#st_area" title="Permanent link">¶</a></h2>
<h3 id="description_1">Description<a class="headerlink" href="#description_1" title="Permanent link">¶</a></h3>
-<p>Return the Well-Known Text string representation of a geometry or geography.</p>
+<p>Return the area of a geometry.</p>
<h3 id="format_1">Format<a class="headerlink" href="#format_1" title="Permanent link">¶</a></h3>
-<p><code>ST_AsText (A: Geometry)</code></p>
+<p><code>ST_Area (A: Geometry)</code></p>
<h3 id="arguments_1">Arguments<a class="headerlink" href="#arguments_1" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_1">SQL Example<a class="headerlink" href="#sql-example_1" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Area</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_contains">ST_Contains<a class="headerlink" href="#st_contains" title="Permanent link">¶</a></h2>
+<h2 id="st_asbinary">ST_AsBinary<a class="headerlink" href="#st_asbinary" title="Permanent link">¶</a></h2>
<h3 id="description_2">Description<a class="headerlink" href="#description_2" title="Permanent link">¶</a></h3>
-<p>Return true if geomA contains geomB.</p>
+<p>Return the Well-Known Binary representation of a geometry or geography. This function also has the alias <strong>ST_AsWKB</strong>.</p>
<h3 id="format_2">Format<a class="headerlink" href="#format_2" title="Permanent link">¶</a></h3>
-<p><code>ST_Contains (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_AsBinary (A: Geometry)</code></p>
<h3 id="arguments_2">Arguments<a class="headerlink" href="#arguments_2" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_2">SQL Example<a class="headerlink" href="#sql-example_2" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Contains</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(< [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsBinary</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_coveredby">ST_CoveredBy<a class="headerlink" href="#st_coveredby" title="Permanent link">¶</a></h2>
+<h2 id="st_astext">ST_AsText<a class="headerlink" href="#st_astext" title="Permanent link">¶</a></h2>
<h3 id="description_3">Description<a class="headerlink" href="#description_3" title="Permanent link">¶</a></h3>
-<p>Return true if geomA is covered by geomB.</p>
+<p>Return the Well-Known Text string representation of a geometry or geography.</p>
<h3 id="format_3">Format<a class="headerlink" href="#format_3" title="Permanent link">¶</a></h3>
-<p><code>ST_CoveredBy (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_AsText (A: Geometry)</code></p>
<h3 id="arguments_3">Arguments<a class="headerlink" href="#arguments_3" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_3">SQL Example<a class="headerlink" href="#sql-example_3" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_CoveredBy</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">( [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_covers">ST_Covers<a class="headerlink" href="#st_covers" title="Permanent link">¶</a></h2>
+<h2 id="st_buffer">ST_Buffer<a class="headerlink" href="#st_buffer" title="Permanent link">¶</a></h2>
<h3 id="description_4">Description<a class="headerlink" href="#description_4" title="Permanent link">¶</a></h3>
-<p>Return true if geomA covers geomB.</p>
+<p>Returns a geometry that represents all points whose distance from the input geometry is less than or equal to a specified distance.</p>
<h3 id="format_4">Format<a class="headerlink" href="#format_4" title="Permanent link">¶</a></h3>
-<p><code>ST_Covers (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Buffer (A: Geometry, distance: Double)</code></p>
<h3 id="arguments_4">Arguments<a class="headerlink" href="#arguments_4" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>distance</strong>: Radius of the buffer.</li>
</ul>
<h3 id="sql-example_4">SQL Example<a class="headerlink" href="#sql-example_4" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Covers</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Buffer</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">);</span>
</code></pre></div>
-<h2 id="st_disjoint">ST_Disjoint<a class="headerlink" href="#st_disjoint" title="Permanent link">¶</a></h2>
+<h2 id="st_centroid">ST_Centroid<a class="headerlink" href="#st_centroid" title="Permanent link">¶</a></h2>
<h3 id="description_5">Description<a class="headerlink" href="#description_5" title="Permanent link">¶</a></h3>
-<p>Return true if geomA is disjoint from geomB.</p>
+<p>Returns the centroid of geom.</p>
<h3 id="format_5">Format<a class="headerlink" href="#format_5" title="Permanent link">¶</a></h3>
-<p><code>ST_Disjoint (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Centroid (A: Geometry)</code></p>
<h3 id="arguments_5">Arguments<a class="headerlink" href="#arguments_5" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_5">SQL Example<a class="headerlink" href="#sql-example_5" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Disjoint</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(< [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Centroid</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">)));</span>
</code></pre></div>
-<h2 id="st_equals">ST_Equals<a class="headerlink" href="#st_equals" title="Permanent link">¶</a></h2>
+<h2 id="st_collect">ST_Collect<a class="headerlink" href="#st_collect" title="Permanent link">¶</a></h2>
<h3 id="description_6">Description<a class="headerlink" href="#description_6" title="Permanent link">¶</a></h3>
-<p>Return true if geomA equals geomB.</p>
+<p>Aggregates a set of geometries into a single <code>GeometryCollection</code>, <code>MultiPoint</code>, <code>MultiLineString</code>, or <code>MultiPolygon</code>. If all input geometries are of the same type (e.g., all points), it creates a multi-geometry of that type. If the geometries are of mixed types, it returns a <code>GeometryCollection</code>.</p>
<h3 id="format_6">Format<a class="headerlink" href="#format_6" title="Permanent link">¶</a></h3>
-<p><code>ST_Equals (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Collect (geom: Geometry)</code></p>
<h3 id="arguments_6">Arguments<a class="headerlink" href="#arguments_6" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: The input geometry or geography to be collected.</li>
</ul>
<h3 id="sql-example_6">SQL Example<a class="headerlink" href="#sql-example_6" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Equals</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Collect</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'MULTIPOINT (0 1, 10 11)'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_geometrytype">ST_GeometryType<a class="headerlink" href="#st_geometrytype" title="Permanent link">¶</a></h2>
+<h2 id="st_contains">ST_Contains<a class="headerlink" href="#st_contains" title="Permanent link">¶</a></h2>
<h3 id="description_7">Description<a class="headerlink" href="#description_7" title="Permanent link">¶</a></h3>
-<p>Return the type of a geometry.</p>
+<p>Return true if geomA contains geomB.</p>
<h3 id="format_7">Format<a class="headerlink" href="#format_7" title="Permanent link">¶</a></h3>
-<p><code>ST_GeometryType (A: Geometry)</code></p>
+<p><code>ST_Contains (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_7">Arguments<a class="headerlink" href="#arguments_7" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_7">SQL Example<a class="headerlink" href="#sql-example_7" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_GeometryType</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Contains</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(< [...]
</code></pre></div>
-<h2 id="st_hasm">ST_HasM<a class="headerlink" href="#st_hasm" title="Permanent link">¶</a></h2>
+<h2 id="st_coveredby">ST_CoveredBy<a class="headerlink" href="#st_coveredby" title="Permanent link">¶</a></h2>
<h3 id="description_8">Description<a class="headerlink" href="#description_8" title="Permanent link">¶</a></h3>
-<p>Return true if the geometry has a M dimension.</p>
+<p>Return true if geomA is covered by geomB.</p>
<h3 id="format_8">Format<a class="headerlink" href="#format_8" title="Permanent link">¶</a></h3>
-<p><code>ST_HasM (A: Geometry)</code></p>
+<p><code>ST_CoveredBy (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_8">Arguments<a class="headerlink" href="#arguments_8" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_8">SQL Example<a class="headerlink" href="#sql-example_8" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HasM</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_CoveredBy</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">( [...]
</code></pre></div>
-<h2 id="st_hasz">ST_HasZ<a class="headerlink" href="#st_hasz" title="Permanent link">¶</a></h2>
+<h2 id="st_covers">ST_Covers<a class="headerlink" href="#st_covers" title="Permanent link">¶</a></h2>
<h3 id="description_9">Description<a class="headerlink" href="#description_9" title="Permanent link">¶</a></h3>
-<p>Return true if the geometry has a Z dimension.</p>
+<p>Return true if geomA covers geomB.</p>
<h3 id="format_9">Format<a class="headerlink" href="#format_9" title="Permanent link">¶</a></h3>
-<p><code>ST_HasZ (A: Geometry)</code></p>
+<p><code>ST_Covers (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_9">Arguments<a class="headerlink" href="#arguments_9" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_9">SQL Example<a class="headerlink" href="#sql-example_9" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HasZ</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Covers</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
</code></pre></div>
-<h2 id="st_intersects">ST_Intersects<a class="headerlink" href="#st_intersects" title="Permanent link">¶</a></h2>
+<h2 id="st_difference">ST_Difference<a class="headerlink" href="#st_difference" title="Permanent link">¶</a></h2>
<h3 id="description_10">Description<a class="headerlink" href="#description_10" title="Permanent link">¶</a></h3>
-<p>Return true if geomA intersects geomB.</p>
+<p>Computes the difference between geomA and geomB.</p>
<h3 id="format_10">Format<a class="headerlink" href="#format_10" title="Permanent link">¶</a></h3>
-<p><code>ST_Intersects (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Difference (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_10">Arguments<a class="headerlink" href="#arguments_10" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_10">SQL Example<a class="headerlink" href="#sql-example_10" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Intersects</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p"> [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Difference</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> < [...]
</code></pre></div>
-<h2 id="st_knn">ST_KNN<a class="headerlink" href="#st_knn" title="Permanent link">¶</a></h2>
+<h2 id="st_dimension">ST_Dimension<a class="headerlink" href="#st_dimension" title="Permanent link">¶</a></h2>
<h3 id="description_11">Description<a class="headerlink" href="#description_11" title="Permanent link">¶</a></h3>
-<p>Return true if geomA finds k nearest neighbors from geomB.</p>
+<p>Return the dimension of the geometry.</p>
<h3 id="format_11">Format<a class="headerlink" href="#format_11" title="Permanent link">¶</a></h3>
-<p><code>ST_KNN (A: Geometry, B: Geometry, k: Integer, use_spheroid: Boolean)</code></p>
+<p><code>ST_Dimension (A: Geometry)</code></p>
<h3 id="arguments_11">Arguments<a class="headerlink" href="#arguments_11" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Query geometry or geography.</li>
-<li><strong>geomB</strong>: Object geometry or geography.</li>
-<li><strong>k</strong>: Number of nearest neighbors to find.</li>
-<li><strong>use_spheroid</strong>: Use spheroid distance calculation.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_11">SQL Example<a class="headerlink" href="#sql-example_11" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">table1</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="k">JOIN</span><span class="w"> </span><span class="n">table2</span><span class="w"> </span><span class="n">b</span><span class="w"> </span><span class="k">ON</span><span class="w" [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Dimension</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_m">ST_M<a class="headerlink" href="#st_m" title="Permanent link">¶</a></h2>
+<h2 id="st_disjoint">ST_Disjoint<a class="headerlink" href="#st_disjoint" title="Permanent link">¶</a></h2>
<h3 id="description_12">Description<a class="headerlink" href="#description_12" title="Permanent link">¶</a></h3>
-<p>Return the M component of a point geometry or geography.</p>
+<p>Return true if geomA is disjoint from geomB.</p>
<h3 id="format_12">Format<a class="headerlink" href="#format_12" title="Permanent link">¶</a></h3>
-<p><code>ST_M(A: Point)</code></p>
+<p><code>ST_Disjoint (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_12">Arguments<a class="headerlink" href="#arguments_12" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_12">SQL Example<a class="headerlink" href="#sql-example_12" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_M</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Disjoint</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(< [...]
</code></pre></div>
-<h2 id="st_touches">ST_Touches<a class="headerlink" href="#st_touches" title="Permanent link">¶</a></h2>
+<h2 id="st_distance">ST_Distance<a class="headerlink" href="#st_distance" title="Permanent link">¶</a></h2>
<h3 id="description_13">Description<a class="headerlink" href="#description_13" title="Permanent link">¶</a></h3>
-<p>Return true if geomA touches geomB.</p>
+<p>Calculates the distance between geomA and geomB.</p>
<h3 id="format_13">Format<a class="headerlink" href="#format_13" title="Permanent link">¶</a></h3>
-<p><code>ST_Touches (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Distance (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_13">Arguments<a class="headerlink" href="#arguments_13" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_13">SQL Example<a class="headerlink" href="#sql-example_13" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Touches</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</ [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Distance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span class="w"> [...]
</code></pre></div>
-<h2 id="st_within">ST_Within<a class="headerlink" href="#st_within" title="Permanent link">¶</a></h2>
+<h2 id="st_distancesphere">ST_DistanceSphere<a class="headerlink" href="#st_distancesphere" title="Permanent link">¶</a></h2>
<h3 id="description_14">Description<a class="headerlink" href="#description_14" title="Permanent link">¶</a></h3>
-<p>Return true if geomA is fully contained by geomB.</p>
+<p>Calculates the spherical distance between geomA and geomB.</p>
<h3 id="format_14">Format<a class="headerlink" href="#format_14" title="Permanent link">¶</a></h3>
-<p><code>ST_Within (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_DistanceSphere (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_14">Arguments<a class="headerlink" href="#arguments_14" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_14">SQL Example<a class="headerlink" href="#sql-example_14" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Within</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DistanceSphere</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span clas [...]
</code></pre></div>
-<h2 id="st_x">ST_X<a class="headerlink" href="#st_x" title="Permanent link">¶</a></h2>
+<h2 id="st_distancespheroid">ST_DistanceSpheroid<a class="headerlink" href="#st_distancespheroid" title="Permanent link">¶</a></h2>
<h3 id="description_15">Description<a class="headerlink" href="#description_15" title="Permanent link">¶</a></h3>
-<p>Return the X component of a point geometry or geography.</p>
+<p>Calculates the spheroidal (ellipsoidal) distance between geomA and geomB.</p>
<h3 id="format_15">Format<a class="headerlink" href="#format_15" title="Permanent link">¶</a></h3>
-<p><code>ST_X(A: Point)</code></p>
+<p><code>ST_DistanceSpheroid (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_15">Arguments<a class="headerlink" href="#arguments_15" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_15">SQL Example<a class="headerlink" href="#sql-example_15" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_X</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DistanceSpheroid</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span cl [...]
</code></pre></div>
-<h2 id="st_y">ST_Y<a class="headerlink" href="#st_y" title="Permanent link">¶</a></h2>
+<h2 id="st_dwithin">ST_DWithin<a class="headerlink" href="#st_dwithin" title="Permanent link">¶</a></h2>
<h3 id="description_16">Description<a class="headerlink" href="#description_16" title="Permanent link">¶</a></h3>
-<p>Return the Y component of a point geometry or geography.</p>
+<p>Returns true if two geometries are within a specified distance of each other.</p>
<h3 id="format_16">Format<a class="headerlink" href="#format_16" title="Permanent link">¶</a></h3>
-<p><code>ST_Y(A: Point)</code></p>
+<p><code>ST_DWithin (A: Geometry, B: Geometry, distance: Double)</code></p>
<h3 id="arguments_16">Arguments<a class="headerlink" href="#arguments_16" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>distance</strong>: Distance in units of the geometry's coordinate system.</li>
</ul>
<h3 id="sql-example_16">SQL Example<a class="headerlink" href="#sql-example_16" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Y</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DWithin</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">,</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</ [...]
</code></pre></div>
-<h2 id="st_z">ST_Z<a class="headerlink" href="#st_z" title="Permanent link">¶</a></h2>
+<h2 id="st_envelope">ST_Envelope<a class="headerlink" href="#st_envelope" title="Permanent link">¶</a></h2>
<h3 id="description_17">Description<a class="headerlink" href="#description_17" title="Permanent link">¶</a></h3>
-<p>Return the Z component of a point geometry or geography.</p>
+<p>Returns the bounding box (envelope) of a geometry as a new geometry. The resulting geometry represents the minimum bounding rectangle that encloses the input geometry. Depending on the input, the output can be a <code>Point</code>, <code>LineString</code>, or <code>Polygon</code>.</p>
<h3 id="format_17">Format<a class="headerlink" href="#format_17" title="Permanent link">¶</a></h3>
-<p><code>ST_Z(A: Point)</code></p>
+<p><code>ST_Envelope (A: Geometry)</code></p>
<h3 id="arguments_17">Arguments<a class="headerlink" href="#arguments_17" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: The input geometry.</li>
</ul>
<h3 id="sql-example_17">SQL Example<a class="headerlink" href="#sql-example_17" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Z</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Envelope</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_distance">ST_Distance<a class="headerlink" href="#st_distance" title="Permanent link">¶</a></h2>
+<h2 id="st_envelope_aggr">ST_Envelope_Aggr<a class="headerlink" href="#st_envelope_aggr" title="Permanent link">¶</a></h2>
<h3 id="description_18">Description<a class="headerlink" href="#description_18" title="Permanent link">¶</a></h3>
-<p>Calculates the distance between geomA and geomB.</p>
+<p>An aggregate function that returns the collective bounding box (envelope) of a set of geometries.</p>
<h3 id="format_18">Format<a class="headerlink" href="#format_18" title="Permanent link">¶</a></h3>
-<p><code>ST_Distance (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Envelope_Aggr (geom: Geometry)</code></p>
<h3 id="arguments_18">Arguments<a class="headerlink" href="#arguments_18" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
</ul>
<h3 id="sql-example_18">SQL Example<a class="headerlink" href="#sql-example_18" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Distance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span class="w"> [...]
+<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with geometries and calculate the aggregate envelope</span>
+<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
+<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (0 1)'</span><span class="p">)),</span>
+<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (10 11)'</span><span class="p">))</span>
+<span class="p">)</span>
+<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Envelope_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
+<span class="c1">-- Returns: POLYGON ((0 1, 0 11, 10 11, 10 1, 0 1))</span>
</code></pre></div>
-<h2 id="st_distancesphere">ST_DistanceSphere<a class="headerlink" href="#st_distancesphere" title="Permanent link">¶</a></h2>
+<h2 id="st_equals">ST_Equals<a class="headerlink" href="#st_equals" title="Permanent link">¶</a></h2>
<h3 id="description_19">Description<a class="headerlink" href="#description_19" title="Permanent link">¶</a></h3>
-<p>Calculates the spherical distance between geomA and geomB.</p>
+<p>Return true if geomA equals geomB.</p>
<h3 id="format_19">Format<a class="headerlink" href="#format_19" title="Permanent link">¶</a></h3>
-<p><code>ST_DistanceSphere (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_Equals (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_19">Arguments<a class="headerlink" href="#arguments_19" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_19">SQL Example<a class="headerlink" href="#sql-example_19" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DistanceSphere</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span clas [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Equals</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
</code></pre></div>
-<h2 id="st_distancespheroid">ST_DistanceSpheroid<a class="headerlink" href="#st_distancespheroid" title="Permanent link">¶</a></h2>
+<h2 id="st_flipcoordinates">ST_FlipCoordinates<a class="headerlink" href="#st_flipcoordinates" title="Permanent link">¶</a></h2>
<h3 id="description_20">Description<a class="headerlink" href="#description_20" title="Permanent link">¶</a></h3>
-<p>Calculates the spheroidal (ellipsoidal) distance between geomA and geomB.</p>
+<p>Returns a new geometry with the X and Y coordinates of each vertex swapped. This is useful for correcting geometries that have been created with longitude and latitude in the wrong order.</p>
<h3 id="format_20">Format<a class="headerlink" href="#format_20" title="Permanent link">¶</a></h3>
-<p><code>ST_DistanceSpheroid (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_FlipCoordinates (A: geometry)</code></p>
<h3 id="arguments_20">Arguments<a class="headerlink" href="#arguments_20" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: The input geometry whose coordinates will be flipped.</li>
</ul>
<h3 id="sql-example_20">SQL Example<a class="headerlink" href="#sql-example_20" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DistanceSpheroid</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span cl [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_FlipCoordinates</span><span class="p">(</span><span class="n">df</span><span class="p">.</span><span class="n">geometry</span><span class="p">)</span>
</code></pre></div>
-<h2 id="st_maxdistance">ST_MaxDistance<a class="headerlink" href="#st_maxdistance" title="Permanent link">¶</a></h2>
+<h2 id="st_frechetdistance">ST_FrechetDistance<a class="headerlink" href="#st_frechetdistance" title="Permanent link">¶</a></h2>
<h3 id="description_21">Description<a class="headerlink" href="#description_21" title="Permanent link">¶</a></h3>
-<p>Calculates the maximum distance between geomA and geomB.</p>
+<p>Calculates the Frechet distance between geomA and geomB.</p>
<h3 id="format_21">Format<a class="headerlink" href="#format_21" title="Permanent link">¶</a></h3>
-<p><code>ST_MaxDistance (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_FrechetDistance (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_21">Arguments<a class="headerlink" href="#arguments_21" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_21">SQL Example<a class="headerlink" href="#sql-example_21" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MaxDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span class=" [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_FrechetDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span cla [...]
</code></pre></div>
-<h2 id="st_hausdorffdistance">ST_HausdorffDistance<a class="headerlink" href="#st_hausdorffdistance" title="Permanent link">¶</a></h2>
+<h2 id="st_geomfromwkb">ST_GeomFromWKB<a class="headerlink" href="#st_geomfromwkb" title="Permanent link">¶</a></h2>
<h3 id="description_22">Description<a class="headerlink" href="#description_22" title="Permanent link">¶</a></h3>
-<p>Calculates the Hausdorff distance between geomA and geomB.</p>
+<p>Construct a Geometry from WKB.</p>
<h3 id="format_22">Format<a class="headerlink" href="#format_22" title="Permanent link">¶</a></h3>
-<p><code>ST_HausdorffDistance (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_GeomFromWKB (Wkb: Binary)</code></p>
<h3 id="arguments_22">Arguments<a class="headerlink" href="#arguments_22" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>WKB</strong>: binary: Well-known binary representation of the geometry.</li>
</ul>
<h3 id="sql-example_22">SQL Example<a class="headerlink" href="#sql-example_22" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HausdorffDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span c [...]
+<div class="highlight"><pre><span></span><code><span class="c1">-- Creates a POINT(1 2) geometry from its WKB representation</span>
+<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_GeomFromWKB</span><span class="p">(</span><span class="n">FROM_HEX</span><span class="p">(</span><span class="s1">'0101000000000000000000F03F0000000000000040'</span><span class="p">)));</span>
</code></pre></div>
-<h2 id="st_frechetdistance">ST_FrechetDistance<a class="headerlink" href="#st_frechetdistance" title="Permanent link">¶</a></h2>
+<h2 id="st_geomfromwkt">ST_GeomFromWKT<a class="headerlink" href="#st_geomfromwkt" title="Permanent link">¶</a></h2>
<h3 id="description_23">Description<a class="headerlink" href="#description_23" title="Permanent link">¶</a></h3>
-<p>Calculates the Frechet distance between geomA and geomB.</p>
+<p>Construct a Geometry from WKT. This function also has the alias <strong>ST_GeomFromText</strong>.</p>
<h3 id="format_23">Format<a class="headerlink" href="#format_23" title="Permanent link">¶</a></h3>
-<p><code>ST_FrechetDistance (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_GeomFromWKT (Wkt: String)</code></p>
<h3 id="arguments_23">Arguments<a class="headerlink" href="#arguments_23" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>WKT</strong>: string: Well-known text representation of the geometry.</li>
</ul>
<h3 id="sql-example_23">SQL Example<a class="headerlink" href="#sql-example_23" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_FrechetDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span cla [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (30 10)'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_intersection">ST_Intersection<a class="headerlink" href="#st_intersection" title="Permanent link">¶</a></h2>
+<h2 id="st_geometrytype">ST_GeometryType<a class="headerlink" href="#st_geometrytype" title="Permanent link">¶</a></h2>
<h3 id="description_24">Description<a class="headerlink" href="#description_24" title="Permanent link">¶</a></h3>
-<p>Computes the intersection between geomA and geomB.</p>
+<p>Return the type of a geometry.</p>
<h3 id="format_24">Format<a class="headerlink" href="#format_24" title="Permanent link">¶</a></h3>
-<p><code>ST_Intersection (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_GeometryType (A: Geometry)</code></p>
<h3 id="arguments_24">Arguments<a class="headerlink" href="#arguments_24" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_24">SQL Example<a class="headerlink" href="#sql-example_24" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Intersection</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_GeometryType</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_union">ST_Union<a class="headerlink" href="#st_union" title="Permanent link">¶</a></h2>
+<h2 id="st_hasm">ST_HasM<a class="headerlink" href="#st_hasm" title="Permanent link">¶</a></h2>
<h3 id="description_25">Description<a class="headerlink" href="#description_25" title="Permanent link">¶</a></h3>
-<p>Computes the union between geomA and geomB.</p>
+<p>Return true if the geometry has a M dimension.</p>
<h3 id="format_25">Format<a class="headerlink" href="#format_25" title="Permanent link">¶</a></h3>
-<p><code>ST_Union (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_HasM (A: Geometry)</code></p>
<h3 id="arguments_25">Arguments<a class="headerlink" href="#arguments_25" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_25">SQL Example<a class="headerlink" href="#sql-example_25" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Union</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> </span [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HasM</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_difference">ST_Difference<a class="headerlink" href="#st_difference" title="Permanent link">¶</a></h2>
+<h2 id="st_hasz">ST_HasZ<a class="headerlink" href="#st_hasz" title="Permanent link">¶</a></h2>
<h3 id="description_26">Description<a class="headerlink" href="#description_26" title="Permanent link">¶</a></h3>
-<p>Computes the difference between geomA and geomB.</p>
+<p>Return true if the geometry has a Z dimension.</p>
<h3 id="format_26">Format<a class="headerlink" href="#format_26" title="Permanent link">¶</a></h3>
-<p><code>ST_Difference (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_HasZ (A: Geometry)</code></p>
<h3 id="arguments_26">Arguments<a class="headerlink" href="#arguments_26" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geomA</strong>: Input geometry or geography.</li>
-<li><strong>geomB</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_26">SQL Example<a class="headerlink" href="#sql-example_26" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Difference</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> < [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HasZ</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_symdifference">ST_SymDifference<a class="headerlink" href="#st_symdifference" title="Permanent link">¶</a></h2>
+<h2 id="st_hausdorffdistance">ST_HausdorffDistance<a class="headerlink" href="#st_hausdorffdistance" title="Permanent link">¶</a></h2>
<h3 id="description_27">Description<a class="headerlink" href="#description_27" title="Permanent link">¶</a></h3>
-<p>Computes the symmetric difference between geomA and geomB.</p>
+<p>Calculates the Hausdorff distance between geomA and geomB.</p>
<h3 id="format_27">Format<a class="headerlink" href="#format_27" title="Permanent link">¶</a></h3>
-<p><code>ST_SymDifference (A: Geometry, B: Geometry)</code></p>
+<p><code>ST_HausdorffDistance (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_27">Arguments<a class="headerlink" href="#arguments_27" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_27">SQL Example<a class="headerlink" href="#sql-example_27" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_SymDifference</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w" [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_HausdorffDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span c [...]
</code></pre></div>
-<h2 id="st_area">ST_Area<a class="headerlink" href="#st_area" title="Permanent link">¶</a></h2>
+<h2 id="st_intersection">ST_Intersection<a class="headerlink" href="#st_intersection" title="Permanent link">¶</a></h2>
<h3 id="description_28">Description<a class="headerlink" href="#description_28" title="Permanent link">¶</a></h3>
-<p>Return the area of a geometry.</p>
+<p>Computes the intersection between geomA and geomB.</p>
<h3 id="format_28">Format<a class="headerlink" href="#format_28" title="Permanent link">¶</a></h3>
-<p><code>ST_Area (A: Geometry)</code></p>
+<p><code>ST_Intersection (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_28">Arguments<a class="headerlink" href="#arguments_28" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_28">SQL Example<a class="headerlink" href="#sql-example_28" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Area</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Intersection</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> [...]
</code></pre></div>
-<h2 id="st_centroid">ST_Centroid<a class="headerlink" href="#st_centroid" title="Permanent link">¶</a></h2>
+<h2 id="st_intersection_aggr">ST_Intersection_Aggr<a class="headerlink" href="#st_intersection_aggr" title="Permanent link">¶</a></h2>
<h3 id="description_29">Description<a class="headerlink" href="#description_29" title="Permanent link">¶</a></h3>
-<p>Returns the centroid of geom.</p>
+<p>An aggregate function that returns the geometric intersection of all geometries in a set.</p>
<h3 id="format_29">Format<a class="headerlink" href="#format_29" title="Permanent link">¶</a></h3>
-<p><code>ST_Centroid (A: Geometry)</code></p>
+<p><code>ST_Intersection_Aggr (geom: Geometry)</code></p>
<h3 id="arguments_29">Arguments<a class="headerlink" href="#arguments_29" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
</ul>
<h3 id="sql-example_29">SQL Example<a class="headerlink" href="#sql-example_29" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Centroid</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">)));</span>
+<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with overlapping polygons and find their common intersection</span>
+<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
+<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((0 0, 2 0, 2 2, 0 2, 0 0))'</span><span class="p">)),</span>
+<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((1 1, 3 1, 3 3, 1 3, 1 1))'</span><span class="p">))</span>
+<span class="p">)</span>
+<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Intersection_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
+<span class="c1">-- Returns: POLYGON ((1 1, 1 2, 2 2, 2 1, 1 1))</span>
</code></pre></div>
-<h2 id="st_dimension">ST_Dimension<a class="headerlink" href="#st_dimension" title="Permanent link">¶</a></h2>
+<h2 id="st_intersects">ST_Intersects<a class="headerlink" href="#st_intersects" title="Permanent link">¶</a></h2>
<h3 id="description_30">Description<a class="headerlink" href="#description_30" title="Permanent link">¶</a></h3>
-<p>Return the dimension of the geometry.</p>
+<p>Return true if geomA intersects geomB.</p>
<h3 id="format_30">Format<a class="headerlink" href="#format_30" title="Permanent link">¶</a></h3>
-<p><code>ST_Dimension (A: Geometry)</code></p>
+<p><code>ST_Intersects (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_30">Arguments<a class="headerlink" href="#arguments_30" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_30">SQL Example<a class="headerlink" href="#sql-example_30" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Dimension</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Intersects</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p"> [...]
</code></pre></div>
-<h2 id="st_geomfromwkb">ST_GeomFromWKB<a class="headerlink" href="#st_geomfromwkb" title="Permanent link">¶</a></h2>
+<h2 id="st_isempty">ST_IsEmpty<a class="headerlink" href="#st_isempty" title="Permanent link">¶</a></h2>
<h3 id="description_31">Description<a class="headerlink" href="#description_31" title="Permanent link">¶</a></h3>
-<p>Construct a Geometry from WKB.</p>
+<p>Return true if the geometry is empty.</p>
<h3 id="format_31">Format<a class="headerlink" href="#format_31" title="Permanent link">¶</a></h3>
-<p><code>ST_GeomFromWKB (Wkb: Binary)</code></p>
+<p><code>ST_IsEmpty (A: Geometry)</code></p>
<h3 id="arguments_31">Arguments<a class="headerlink" href="#arguments_31" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>WKB</strong>: binary: Well-known binary representation of the geometry.</li>
+<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_31">SQL Example<a class="headerlink" href="#sql-example_31" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="c1">-- Creates a POINT(1 2) geometry from its WKB representation</span>
-<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_GeomFromWKB</span><span class="p">(</span><span class="n">FROM_HEX</span><span class="p">(</span><span class="s1">'0101000000000000000000F03F0000000000000040'</span><span class="p">)));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_IsEmpty</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON EMPTY'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_geomfromwkt">ST_GeomFromWKT<a class="headerlink" href="#st_geomfromwkt" title="Permanent link">¶</a></h2>
+<h2 id="st_knn">ST_KNN<a class="headerlink" href="#st_knn" title="Permanent link">¶</a></h2>
<h3 id="description_32">Description<a class="headerlink" href="#description_32" title="Permanent link">¶</a></h3>
-<p>Construct a Geometry from WKT. This function also has the alias <strong>ST_GeomFromText</strong>.</p>
+<p>Return true if geomA finds k nearest neighbors from geomB.</p>
<h3 id="format_32">Format<a class="headerlink" href="#format_32" title="Permanent link">¶</a></h3>
-<p><code>ST_GeomFromWKT (Wkt: String)</code></p>
+<p><code>ST_KNN (A: Geometry, B: Geometry, k: Integer, use_spheroid: Boolean)</code></p>
<h3 id="arguments_32">Arguments<a class="headerlink" href="#arguments_32" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>WKT</strong>: string: Well-known text representation of the geometry.</li>
+<li><strong>geomA</strong>: Query geometry or geography.</li>
+<li><strong>geomB</strong>: Object geometry or geography.</li>
+<li><strong>k</strong>: Number of nearest neighbors to find.</li>
+<li><strong>use_spheroid</strong>: Use spheroid distance calculation.</li>
</ul>
<h3 id="sql-example_32">SQL Example<a class="headerlink" href="#sql-example_32" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (30 10)'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="o">*</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">table1</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="k">JOIN</span><span class="w"> </span><span class="n">table2</span><span class="w"> </span><span class="n">b</span><span class="w"> </span><span class="k">ON</span><span class="w" [...]
</code></pre></div>
-<h2 id="st_isempty">ST_IsEmpty<a class="headerlink" href="#st_isempty" title="Permanent link">¶</a></h2>
+<h2 id="st_length">ST_Length<a class="headerlink" href="#st_length" title="Permanent link">¶</a></h2>
<h3 id="description_33">Description<a class="headerlink" href="#description_33" title="Permanent link">¶</a></h3>
-<p>Return true if the geometry is empty.</p>
+<p>Returns the length of geom. This function only supports LineString, MultiLineString, and GeometryCollections containing linear geometries. Use ST_Perimeter for polygons.</p>
<h3 id="format_33">Format<a class="headerlink" href="#format_33" title="Permanent link">¶</a></h3>
-<p><code>ST_IsEmpty (A: Geometry)</code></p>
+<p><code>ST_Length (A: Geometry)</code></p>
<h3 id="arguments_33">Arguments<a class="headerlink" href="#arguments_33" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geom</strong>: geometry: Input geometry.</li>
</ul>
<h3 id="sql-example_33">SQL Example<a class="headerlink" href="#sql-example_33" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_IsEmpty</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON EMPTY'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Length</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(0 0, 10 0)'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_length">ST_Length<a class="headerlink" href="#st_length" title="Permanent link">¶</a></h2>
+<h2 id="st_m">ST_M<a class="headerlink" href="#st_m" title="Permanent link">¶</a></h2>
<h3 id="description_34">Description<a class="headerlink" href="#description_34" title="Permanent link">¶</a></h3>
-<p>Returns the length of geom. This function only supports LineString, MultiLineString, and GeometryCollections containing linear geometries. Use ST_Perimeter for polygons.</p>
+<p>Returns the M (measure) coordinate of a <code>Point</code> geometry. If the geometry does not have an M value, it returns <code>NULL</code>.</p>
<h3 id="format_34">Format<a class="headerlink" href="#format_34" title="Permanent link">¶</a></h3>
-<p><code>ST_Length (A: Geometry)</code></p>
+<p><code>ST_M (A: Point)</code></p>
<h3 id="arguments_34">Arguments<a class="headerlink" href="#arguments_34" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: geometry: Input geometry.</li>
+<li><strong>geom</strong>: The input point geometry or geography.</li>
</ul>
<h3 id="sql-example_34">SQL Example<a class="headerlink" href="#sql-example_34" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Length</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(0 0, 10 0)'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_M</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_perimeter">ST_Perimeter<a class="headerlink" href="#st_perimeter" title="Permanent link">¶</a></h2>
+<h2 id="st_makeline">ST_MakeLine<a class="headerlink" href="#st_makeline" title="Permanent link">¶</a></h2>
<h3 id="description_35">Description<a class="headerlink" href="#description_35" title="Permanent link">¶</a></h3>
-<p>This function calculates the 2D perimeter of a given geometry. It supports Polygon, MultiPolygon, and GeometryCollection geometries (as long as the GeometryCollection contains polygonal geometries). For other types, it returns 0. To measure lines, use ST_Length.</p>
-<p>To get the perimeter in meters, set <strong>use_spheroid</strong> to true. This calculates the geodesic perimeter using the WGS84 spheroid. When using use_spheroid, the <strong>lenient</strong> parameter defaults to true, assuming the geometry uses EPSG:4326. To throw an exception instead, set lenient to false.</p>
+<p>Creates a <code>LineString</code> from two or more input <code>Point</code>, <code>MultiPoint</code>, or <code>LineString</code> geometries. The function connects the input geometries in the order they are provided to form a single continuous line.</p>
<h3 id="format_35">Format<a class="headerlink" href="#format_35" title="Permanent link">¶</a></h3>
-<p><code>ST_Perimeter(geom: Geometry)</code>
-<code>ST_Perimeter(geom: Geometry, use_spheroid: Boolean)</code>
-<code>ST_Perimeter(geom: Geometry, use_spheroid: Boolean, lenient: Boolean = True)</code></p>
+<p><code>ST_MakeLine (g1: Geometry or Geography, g2: Geometry or Geography)</code></p>
<h3 id="arguments_35">Arguments<a class="headerlink" href="#arguments_35" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
-<li><strong>use_spheroid</strong>: If true, calculates the geodesic perimeter using the WGS84 spheroid. Defaults to false.</li>
-<li><strong>lenient</strong>: If true, assumes the geometry uses EPSG:4326 when use_spheroid is true. Defaults to true.</li>
+<li><strong>g1</strong>: The first <code>Point</code>, <code>MultiPoint</code>, or <code>LineString</code> geometry or geography.</li>
+<li><strong>g2</strong>: The second <code>Point</code>, <code>MultiPoint</code>, or <code>LineString</code> geometry or geography.</li>
</ul>
<h3 id="sql-example_35">SQL Example<a class="headerlink" href="#sql-example_35" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Perimeter</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MakeLine</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">1</span><span class="p">),</span><span class="w"> </span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">2</span><span class="p">,</span><span class="w"> </span><spa [...]
</code></pre></div>
-<h2 id="st_point">ST_Point<a class="headerlink" href="#st_point" title="Permanent link">¶</a></h2>
+<h2 id="st_maxdistance">ST_MaxDistance<a class="headerlink" href="#st_maxdistance" title="Permanent link">¶</a></h2>
<h3 id="description_36">Description<a class="headerlink" href="#description_36" title="Permanent link">¶</a></h3>
-<p>Construct a Point Geometry from X and Y.</p>
+<p>Calculates the maximum distance between geomA and geomB.</p>
<h3 id="format_36">Format<a class="headerlink" href="#format_36" title="Permanent link">¶</a></h3>
-<p><code>ST_Point (x: Double, y: Double)</code></p>
+<p><code>ST_MaxDistance (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_36">Arguments<a class="headerlink" href="#arguments_36" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>x</strong>: X value.</li>
-<li><strong>y</strong>: Y value.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_36">SQL Example<a class="headerlink" href="#sql-example_36" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="o">-</span><span class="mi">74</span><span class="p">.</span><span class="mi">0060</span><span class="p">,</span><span class="w"> </span><span class="mi">40</span><span class="p">.</span><span class="mi">7128</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MaxDistance</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span><span class=" [...]
</code></pre></div>
-<p>Of course. Here is the documentation separated into individual functions.</p>
-<h2 id="st_xmin">ST_XMin<a class="headerlink" href="#st_xmin" title="Permanent link">¶</a></h2>
+<h2 id="st_mmax">ST_MMax<a class="headerlink" href="#st_mmax" title="Permanent link">¶</a></h2>
<h3 id="description_37">Description<a class="headerlink" href="#description_37" title="Permanent link">¶</a></h3>
-<p>Returns the minimum <strong>X-coordinate</strong> of a geometry's bounding box.</p>
+<p>Returns the maximum M (measure) value from a geometry's bounding box.</p>
<h3 id="format_37">Format<a class="headerlink" href="#format_37" title="Permanent link">¶</a></h3>
-<p><code>ST_XMin (A: Geometry)</code></p>
+<p><code>ST_MMax (A: Geometry)</code></p>
<h3 id="arguments_37">Arguments<a class="headerlink" href="#arguments_37" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geom</strong>: The input geometry.</li>
</ul>
<h3 id="sql-example_37">SQL Example<a class="headerlink" href="#sql-example_37" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_XMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 1</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 0 1, 0 0))'</span><span class="p">))</span>
</code></pre></div>
-<h2 id="st_xmax">ST_XMax<a class="headerlink" href="#st_xmax" title="Permanent link">¶</a></h2>
+<h2 id="st_mmin">ST_MMin<a class="headerlink" href="#st_mmin" title="Permanent link">¶</a></h2>
<h3 id="description_38">Description<a class="headerlink" href="#description_38" title="Permanent link">¶</a></h3>
-<p>Returns the maximum <strong>X-coordinate</strong> of a geometry's bounding box.</p>
+<p>Returns the minimum <strong>M-coordinate</strong> (measure) of a geometry's bounding box.</p>
<h3 id="format_38">Format<a class="headerlink" href="#format_38" title="Permanent link">¶</a></h3>
-<p><code>ST_XMax (A: Geometry)</code></p>
+<p><code>ST_MMin (A: Geometry)</code></p>
<h3 id="arguments_38">Arguments<a class="headerlink" href="#arguments_38" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geom</strong>: Input geometry.</li>
</ul>
<h3 id="sql-example_38">SQL Example<a class="headerlink" href="#sql-example_38" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_XMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 10</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 4</span>
</code></pre></div>
-<h2 id="st_ymin">ST_YMin<a class="headerlink" href="#st_ymin" title="Permanent link">¶</a></h2>
+<h2 id="st_perimeter">ST_Perimeter<a class="headerlink" href="#st_perimeter" title="Permanent link">¶</a></h2>
<h3 id="description_39">Description<a class="headerlink" href="#description_39" title="Permanent link">¶</a></h3>
-<p>Returns the minimum <strong>Y-coordinate</strong> of a geometry's bounding box.</p>
+<p>This function calculates the 2D perimeter of a given geometry. It supports Polygon, MultiPolygon, and GeometryCollection geometries (as long as the GeometryCollection contains polygonal geometries). For other types, it returns 0. To measure lines, use ST_Length.</p>
+<p>To get the perimeter in meters, set <strong>use_spheroid</strong> to true. This calculates the geodesic perimeter using the WGS84 spheroid. When using use_spheroid, the <strong>lenient</strong> parameter defaults to true, assuming the geometry uses EPSG:4326. To throw an exception instead, set lenient to false.</p>
<h3 id="format_39">Format<a class="headerlink" href="#format_39" title="Permanent link">¶</a></h3>
-<p><code>ST_YMin (A: Geometry)</code></p>
+<p><code>ST_Perimeter(geom: Geometry)</code>
+<code>ST_Perimeter(geom: Geometry, use_spheroid: Boolean)</code>
+<code>ST_Perimeter(geom: Geometry, use_spheroid: Boolean, lenient: Boolean = True)</code></p>
<h3 id="arguments_39">Arguments<a class="headerlink" href="#arguments_39" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>use_spheroid</strong>: If true, calculates the geodesic perimeter using the WGS84 spheroid. Defaults to false.</li>
+<li><strong>lenient</strong>: If true, assumes the geometry uses EPSG:4326 when use_spheroid is true. Defaults to true.</li>
</ul>
<h3 id="sql-example_39">SQL Example<a class="headerlink" href="#sql-example_39" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_YMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 5</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Perimeter</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((0 0, 10 0, 10 10, 0 10, 0 0))'</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_ymax">ST_YMax<a class="headerlink" href="#st_ymax" title="Permanent link">¶</a></h2>
+<h2 id="st_point">ST_Point<a class="headerlink" href="#st_point" title="Permanent link">¶</a></h2>
<h3 id="description_40">Description<a class="headerlink" href="#description_40" title="Permanent link">¶</a></h3>
-<p>Returns the maximum <strong>Y-coordinate</strong> of a geometry's bounding box.</p>
+<p>Construct a Point Geometry from X and Y.</p>
<h3 id="format_40">Format<a class="headerlink" href="#format_40" title="Permanent link">¶</a></h3>
-<p><code>ST_YMax (A: Geometry)</code></p>
+<p><code>ST_Point (x: Double, y: Double)</code></p>
<h3 id="arguments_40">Arguments<a class="headerlink" href="#arguments_40" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>x</strong>: X value.</li>
+<li><strong>y</strong>: Y value.</li>
</ul>
<h3 id="sql-example_40">SQL Example<a class="headerlink" href="#sql-example_40" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_YMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 15</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="o">-</span><span class="mi">74</span><span class="p">.</span><span class="mi">0060</span><span class="p">,</span><span class="w"> </span><span class="mi">40</span><span class="p">.</span><span class="mi">7128</span><span class="p">));</span>
</code></pre></div>
-<h2 id="st_zmin">ST_ZMin<a class="headerlink" href="#st_zmin" title="Permanent link">¶</a></h2>
+<h2 id="st_pointm">ST_PointM<a class="headerlink" href="#st_pointm" title="Permanent link">¶</a></h2>
<h3 id="description_41">Description<a class="headerlink" href="#description_41" title="Permanent link">¶</a></h3>
-<p>Returns the minimum <strong>Z-coordinate</strong> of a geometry's bounding box.</p>
+<p>Constructs a <code>Point</code> with an M (measure) coordinate from X, Y, and M values.</p>
<h3 id="format_41">Format<a class="headerlink" href="#format_41" title="Permanent link">¶</a></h3>
-<p><code>ST_ZMin (A: Geometry)</code></p>
+<p><code>ST_PointM (x: Double, y: Double, m: Double)</code></p>
<h3 id="arguments_41">Arguments<a class="headerlink" href="#arguments_41" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>x</strong>: The X-coordinate value.</li>
+<li><strong>y</strong>: The Y-coordinate value.</li>
+<li><strong>m</strong>: The M-coordinate (measure) value.</li>
</ul>
<h3 id="sql-example_41">SQL Example<a class="headerlink" href="#sql-example_41" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_ZMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 3</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_PointM</span><span class="p">(</span><span class="o">-</span><span class="mi">64</span><span class="p">.</span><span class="mi">36</span><span class="p">,</span><span class="w"> </span><span class="mi">45</span><span class="p">.</span><span class="mi">09</span><span class="p">,</span><span class="w"> </span><span class="mi">50</span><span class="p">.</span><span class="m [...]
</code></pre></div>
-<h2 id="st_zmax">ST_ZMax<a class="headerlink" href="#st_zmax" title="Permanent link">¶</a></h2>
+<h2 id="st_pointz">ST_PointZ<a class="headerlink" href="#st_pointz" title="Permanent link">¶</a></h2>
<h3 id="description_42">Description<a class="headerlink" href="#description_42" title="Permanent link">¶</a></h3>
-<p>Returns the maximum <strong>Z-coordinate</strong> of a geometry's bounding box.</p>
+<p>Constructs a <code>Point</code> with a Z (elevation) coordinate from X, Y, and Z values.</p>
<h3 id="format_42">Format<a class="headerlink" href="#format_42" title="Permanent link">¶</a></h3>
-<p><code>ST_ZMax (A: Geometry)</code></p>
+<p><code>ST_PointZ (x: Double, y: Double, z: Double)</code></p>
<h3 id="arguments_42">Arguments<a class="headerlink" href="#arguments_42" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>x</strong>: The X-coordinate value.</li>
+<li><strong>y</strong>: The Y-coordinate value.</li>
+<li><strong>z</strong>: The Z-coordinate (elevation) value.</li>
</ul>
<h3 id="sql-example_42">SQL Example<a class="headerlink" href="#sql-example_42" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_ZMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 7</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_PointZ</span><span class="p">(</span><span class="o">-</span><span class="mi">64</span><span class="p">.</span><span class="mi">36</span><span class="p">,</span><span class="w"> </span><span class="mi">45</span><span class="p">.</span><span class="mi">09</span><span class="p">,</span><span class="w"> </span><span class="mi">100</span><span class="p">.</span><span class=" [...]
</code></pre></div>
-<h2 id="st_mmin">ST_MMin<a class="headerlink" href="#st_mmin" title="Permanent link">¶</a></h2>
+<h2 id="st_pointzm">ST_PointZM<a class="headerlink" href="#st_pointzm" title="Permanent link">¶</a></h2>
<h3 id="description_43">Description<a class="headerlink" href="#description_43" title="Permanent link">¶</a></h3>
-<p>Returns the minimum <strong>M-coordinate</strong> (measure) of a geometry's bounding box.</p>
+<p>Constructs a <code>Point</code> with both Z (elevation) and M (measure) coordinates from X, Y, Z, and M values.</p>
<h3 id="format_43">Format<a class="headerlink" href="#format_43" title="Permanent link">¶</a></h3>
-<p><code>ST_MMin (A: Geometry)</code></p>
+<p><code>ST_PointZM (x: Double, y: Double, z: Double, m: Double)</code></p>
<h3 id="arguments_43">Arguments<a class="headerlink" href="#arguments_43" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>x</strong>: The X-coordinate value.</li>
+<li><strong>y</strong>: The Y-coordinate value.</li>
+<li><strong>z</strong>: The Z-coordinate (elevation) value.</li>
+<li><strong>m</strong>: The M-coordinate (measure) value.</li>
</ul>
<h3 id="sql-example_43">SQL Example<a class="headerlink" href="#sql-example_43" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 4</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_PointZM</span><span class="p">(</span><span class="o">-</span><span class="mi">64</span><span class="p">.</span><span class="mi">36</span><span class="p">,</span><span class="w"> </span><span class="mi">45</span><span class="p">.</span><span class="mi">09</span><span class="p">,</span><span class="w"> </span><span class="mi">100</span><span class="p">.</span><span class= [...]
</code></pre></div>
-<h2 id="st_mmax">ST_MMax<a class="headerlink" href="#st_mmax" title="Permanent link">¶</a></h2>
+<h2 id="st_setsrid">ST_SetSRID<a class="headerlink" href="#st_setsrid" title="Permanent link">¶</a></h2>
<h3 id="description_44">Description<a class="headerlink" href="#description_44" title="Permanent link">¶</a></h3>
-<p>Returns the maximum <strong>M-coordinate</strong> (measure) of a geometry's bounding box.</p>
+<p>Sets the spatial reference system identifier (SRID) of a geometry. This only changes the metadata; it does not transform the coordinates.</p>
<h3 id="format_44">Format<a class="headerlink" href="#format_44" title="Permanent link">¶</a></h3>
-<p><code>ST_MMax (A: Geometry)</code></p>
+<p><code>ST_SetSRID (geom: Geometry, srid: Integer)</code></p>
<h3 id="arguments_44">Arguments<a class="headerlink" href="#arguments_44" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
+<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>srid</strong>: EPSG code to set (e.g., 4326).</li>
</ul>
<h3 id="sql-example_44">SQL Example<a class="headerlink" href="#sql-example_44" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_MMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
-<span class="c1">-- Returns: 8</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_SetSRID</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (-64.363049 45.091501)'</span><span class="p">),</span><span class="w"> </span><span class="mi">4326</span><span class="p">);</span>
</code></pre></div>
-<h2 id="st_asbinary">ST_AsBinary<a class="headerlink" href="#st_asbinary" title="Permanent link">¶</a></h2>
+<h2 id="st_srid">ST_SRID<a class="headerlink" href="#st_srid" title="Permanent link">¶</a></h2>
<h3 id="description_45">Description<a class="headerlink" href="#description_45" title="Permanent link">¶</a></h3>
-<p>Return the Well-Known Binary representation of a geometry or geography. This function also has the alias <strong>ST_AsWKB</strong>.</p>
+<p>Returns the Spatial Reference System Identifier (SRID) of a geometry. If the geometry does not have an SRID, it returns 0.</p>
<h3 id="format_45">Format<a class="headerlink" href="#format_45" title="Permanent link">¶</a></h3>
-<p><code>ST_AsBinary (A: Geometry)</code></p>
+<p><code>ST_SRID (geom: Geometry)</code></p>
<h3 id="arguments_45">Arguments<a class="headerlink" href="#arguments_45" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>geom</strong>: The input geometry or geography.</li>
</ul>
<h3 id="sql-example_45">SQL Example<a class="headerlink" href="#sql-example_45" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsBinary</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">));</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_SRID</span><span class="p">(</span><span class="n">polygon</span><span class="p">)</span>
</code></pre></div>
-<h2 id="st_buffer">ST_Buffer<a class="headerlink" href="#st_buffer" title="Permanent link">¶</a></h2>
+<h2 id="st_symdifference">ST_SymDifference<a class="headerlink" href="#st_symdifference" title="Permanent link">¶</a></h2>
<h3 id="description_46">Description<a class="headerlink" href="#description_46" title="Permanent link">¶</a></h3>
-<p>Returns a geometry that represents all points whose distance from the input geometry is less than or equal to a specified distance.</p>
+<p>Computes the symmetric difference between geomA and geomB.</p>
<h3 id="format_46">Format<a class="headerlink" href="#format_46" title="Permanent link">¶</a></h3>
-<p><code>ST_Buffer (A: Geometry, distance: Double)</code></p>
+<p><code>ST_SymDifference (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_46">Arguments<a class="headerlink" href="#arguments_46" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry.</li>
-<li><strong>distance</strong>: Radius of the buffer.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_46">SQL Example<a class="headerlink" href="#sql-example_46" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Buffer</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((10 10, 11 10, 10 11, 10 10))'</span><span class="p">),</span><span class="w"> </span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">);</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_SymDifference</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w" [...]
</code></pre></div>
-<h2 id="st_dwithin">ST_DWithin<a class="headerlink" href="#st_dwithin" title="Permanent link">¶</a></h2>
+<h2 id="st_touches">ST_Touches<a class="headerlink" href="#st_touches" title="Permanent link">¶</a></h2>
<h3 id="description_47">Description<a class="headerlink" href="#description_47" title="Permanent link">¶</a></h3>
-<p>Returns true if two geometries are within a specified distance of each other.</p>
+<p>Return true if geomA touches geomB.</p>
<h3 id="format_47">Format<a class="headerlink" href="#format_47" title="Permanent link">¶</a></h3>
-<p><code>ST_DWithin (A: Geometry, B: Geometry, distance: Double)</code></p>
+<p><code>ST_Touches (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_47">Arguments<a class="headerlink" href="#arguments_47" title="Permanent link">¶</a></h3>
<ul>
<li><strong>geomA</strong>: Input geometry or geography.</li>
<li><strong>geomB</strong>: Input geometry or geography.</li>
-<li><strong>distance</strong>: Distance in units of the geometry's coordinate system.</li>
</ul>
<h3 id="sql-example_47">SQL Example<a class="headerlink" href="#sql-example_47" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_DWithin</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">,</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</ [...]
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Touches</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</ [...]
</code></pre></div>
-<h2 id="st_envelope_aggr">ST_Envelope_Aggr<a class="headerlink" href="#st_envelope_aggr" title="Permanent link">¶</a></h2>
+<h2 id="st_transform">ST_Transform<a class="headerlink" href="#st_transform" title="Permanent link">¶</a></h2>
<h3 id="description_48">Description<a class="headerlink" href="#description_48" title="Permanent link">¶</a></h3>
-<p>An aggregate function that returns the collective bounding box (envelope) of a set of geometries.</p>
+<p>Transforms the coordinates of a geometry from a source Coordinate Reference System (CRS) to a target CRS.</p>
+<p>If the source CRS is not specified, it will be read from the geometry's metadata. Sedona ensures that coordinates are handled in longitude/latitude order for geographic CRS transformations.</p>
<h3 id="format_48">Format<a class="headerlink" href="#format_48" title="Permanent link">¶</a></h3>
-<p><code>ST_Envelope_Aggr (geom: Geometry)</code></p>
+<p><code>ST_Transform (A: Geometry, TargetCRS: String)</code>
+<code>ST_Transform (A: Geometry, SourceCRS: String, TargetCRS: String)</code></p>
<h3 id="arguments_48">Arguments<a class="headerlink" href="#arguments_48" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
+<li><strong>geom</strong>: Input geometry or geography.</li>
+<li><strong>source_crs</strong>: The source CRS code (e.g., 'EPSG:4326').</li>
+<li><strong>target_crs</strong>: The target CRS code to transform into.</li>
+<li><strong>lenient</strong>: A boolean that, if true, assumes the source is EPSG:4326 if not specified. Defaults to true.</li>
</ul>
<h3 id="sql-example_48">SQL Example<a class="headerlink" href="#sql-example_48" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with geometries and calculate the aggregate envelope</span>
-<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
-<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (0 1)'</span><span class="p">)),</span>
-<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (10 11)'</span><span class="p">))</span>
-<span class="p">)</span>
-<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Envelope_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
-<span class="c1">-- Returns: POLYGON ((0 1, 0 11, 10 11, 10 1, 0 1))</span>
+<div class="highlight"><pre><span></span><code><span class="c1">-- Transform a WGS84 polygon to UTM zone 49N</span>
+<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Transform</span><span class="p">(</span><span class="n">ST_SetSRID</span><span class="p">(</span><span class="n">ST_GeomFromWkt</span><span class="p">(</span><span class="s1">'POLYGON((170 50,170 72,-130 72,-130 50,170 50))'</span><span class="p">),</span><span class="w"> </span><span class="mi">4326</span><span class="p">),</span><span class="w"> </span><span class="s1">'EPSG:32649'</span><span class="p">);</span>
</code></pre></div>
-<h2 id="st_intersection_aggr">ST_Intersection_Aggr<a class="headerlink" href="#st_intersection_aggr" title="Permanent link">¶</a></h2>
+<h2 id="st_union">ST_Union<a class="headerlink" href="#st_union" title="Permanent link">¶</a></h2>
<h3 id="description_49">Description<a class="headerlink" href="#description_49" title="Permanent link">¶</a></h3>
-<p>An aggregate function that returns the geometric intersection of all geometries in a set.</p>
+<p>Computes the union between geomA and geomB.</p>
<h3 id="format_49">Format<a class="headerlink" href="#format_49" title="Permanent link">¶</a></h3>
-<p><code>ST_Intersection_Aggr (geom: Geometry)</code></p>
+<p><code>ST_Union (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_49">Arguments<a class="headerlink" href="#arguments_49" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_49">SQL Example<a class="headerlink" href="#sql-example_49" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with overlapping polygons and find their common intersection</span>
-<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
-<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((0 0, 2 0, 2 2, 0 2, 0 0))'</span><span class="p">)),</span>
-<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON((1 1, 3 1, 3 3, 1 3, 1 1))'</span><span class="p">))</span>
-<span class="p">)</span>
-<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Intersection_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
-<span class="c1">-- Returns: POLYGON ((1 1, 1 2, 2 2, 2 1, 1 1))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Union</span><span class="p">(</span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((1 1, 11 1, 1 11, 0 0))'</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 10 0, 0 10, 0 0))'</span><span class="p">))</span><span class="w"> </span [...]
</code></pre></div>
-<h2 id="st_setsrid">ST_SetSRID<a class="headerlink" href="#st_setsrid" title="Permanent link">¶</a></h2>
+<h2 id="st_union_aggr">ST_Union_Aggr<a class="headerlink" href="#st_union_aggr" title="Permanent link">¶</a></h2>
<h3 id="description_50">Description<a class="headerlink" href="#description_50" title="Permanent link">¶</a></h3>
-<p>Sets the spatial reference system identifier (SRID) of a geometry. This only changes the metadata; it does not transform the coordinates.</p>
+<p>An aggregate function that returns the geometric union of all geometries in a set.</p>
<h3 id="format_50">Format<a class="headerlink" href="#format_50" title="Permanent link">¶</a></h3>
-<p><code>ST_SetSRID (geom: Geometry, srid: Integer)</code></p>
+<p><code>ST_Union_Aggr (geom: Geometry)</code></p>
<h3 id="arguments_50">Arguments<a class="headerlink" href="#arguments_50" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
-<li><strong>srid</strong>: EPSG code to set (e.g., 4326).</li>
+<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
</ul>
<h3 id="sql-example_50">SQL Example<a class="headerlink" href="#sql-example_50" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_SetSRID</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POINT (-64.363049 45.091501)'</span><span class="p">),</span><span class="w"> </span><span class="mi">4326</span><span class="p">);</span>
+<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with two separate polygons and unite them into a single multipolygon</span>
+<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
+<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 1 1, 0 1, 0 0))'</span><span class="p">)),</span>
+<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((2 2, 3 2, 3 3, 2 3, 2 2))'</span><span class="p">))</span>
+<span class="p">)</span>
+<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Union_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
+<span class="c1">-- Returns: MULTIPOLYGON (((2 2, 3 2, 3 3, 2 3, 2 2)), ((0 0, 1 0, 1 1, 0 1, 0 0)))</span>
</code></pre></div>
-<h2 id="st_transform">ST_Transform<a class="headerlink" href="#st_transform" title="Permanent link">¶</a></h2>
+<h2 id="st_within">ST_Within<a class="headerlink" href="#st_within" title="Permanent link">¶</a></h2>
<h3 id="description_51">Description<a class="headerlink" href="#description_51" title="Permanent link">¶</a></h3>
-<p>Transforms the coordinates of a geometry from a source Coordinate Reference System (CRS) to a target CRS.</p>
-<p>If the source CRS is not specified, it will be read from the geometry's metadata. Sedona ensures that coordinates are handled in longitude/latitude order for geographic CRS transformations.</p>
+<p>Return true if geomA is fully contained by geomB.</p>
<h3 id="format_51">Format<a class="headerlink" href="#format_51" title="Permanent link">¶</a></h3>
-<p><code>ST_Transform (A: Geometry, TargetCRS: String)</code>
-<code>ST_Transform (A: Geometry, SourceCRS: String, TargetCRS: String)</code></p>
+<p><code>ST_Within (A: Geometry, B: Geometry)</code></p>
<h3 id="arguments_51">Arguments<a class="headerlink" href="#arguments_51" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: Input geometry or geography.</li>
-<li><strong>source_crs</strong>: The source CRS code (e.g., 'EPSG:4326').</li>
-<li><strong>target_crs</strong>: The target CRS code to transform into.</li>
-<li><strong>lenient</strong>: A boolean that, if true, assumes the source is EPSG:4326 if not specified. Defaults to true.</li>
+<li><strong>geomA</strong>: Input geometry or geography.</li>
+<li><strong>geomB</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_51">SQL Example<a class="headerlink" href="#sql-example_51" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="c1">-- Transform a WGS84 polygon to UTM zone 49N</span>
-<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Transform</span><span class="p">(</span><span class="n">ST_SetSRID</span><span class="p">(</span><span class="n">ST_GeomFromWkt</span><span class="p">(</span><span class="s1">'POLYGON((170 50,170 72,-130 72,-130 50,170 50))'</span><span class="p">),</span><span class="w"> </span><span class="mi">4326</span><span class="p">),</span><span class="w"> </span><span class="s1">'EPSG:32649'</span><span class="p">);</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Within</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="w"> </span><span class="mi">0</span><span class="p">.</span><span class="mi">25</span><span class="p">),</span><span class="w"> </span><span class="n">ST_GeomFromText</span><span class="p">(</s [...]
</code></pre></div>
-<h2 id="st_union_aggr">ST_Union_Aggr<a class="headerlink" href="#st_union_aggr" title="Permanent link">¶</a></h2>
+<h2 id="st_x">ST_X<a class="headerlink" href="#st_x" title="Permanent link">¶</a></h2>
<h3 id="description_52">Description<a class="headerlink" href="#description_52" title="Permanent link">¶</a></h3>
-<p>An aggregate function that returns the geometric union of all geometries in a set.</p>
+<p>Return the X component of a point geometry or geography.</p>
<h3 id="format_52">Format<a class="headerlink" href="#format_52" title="Permanent link">¶</a></h3>
-<p><code>ST_Union_Aggr (geom: Geometry)</code></p>
+<p><code>ST_X(A: Point)</code></p>
<h3 id="arguments_52">Arguments<a class="headerlink" href="#arguments_52" title="Permanent link">¶</a></h3>
<ul>
-<li><strong>geom</strong>: A column of geometries to be aggregated.</li>
+<li><strong>geom</strong>: Input geometry or geography.</li>
</ul>
<h3 id="sql-example_52">SQL Example<a class="headerlink" href="#sql-example_52" title="Permanent link">¶</a></h3>
-<div class="highlight"><pre><span></span><code><span class="c1">-- Create a table with two separate polygons and unite them into a single multipolygon</span>
-<span class="k">WITH</span><span class="w"> </span><span class="n">shapes</span><span class="p">(</span><span class="n">geom</span><span class="p">)</span><span class="w"> </span><span class="k">AS</span><span class="w"> </span><span class="p">(</span>
-<span class="w"> </span><span class="k">VALUES</span><span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((0 0, 1 0, 1 1, 0 1, 0 0))'</span><span class="p">)),</span>
-<span class="w"> </span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'POLYGON ((2 2, 3 2, 3 3, 2 3, 2 2))'</span><span class="p">))</span>
-<span class="p">)</span>
-<span class="k">SELECT</span><span class="w"> </span><span class="n">ST_AsText</span><span class="p">(</span><span class="n">ST_Union_Aggr</span><span class="p">(</span><span class="n">geom</span><span class="p">))</span><span class="w"> </span><span class="k">FROM</span><span class="w"> </span><span class="n">shapes</span><span class="p">;</span>
-<span class="c1">-- Returns: MULTIPOLYGON (((2 2, 3 2, 3 3, 2 3, 2 2)), ((0 0, 1 0, 1 1, 0 1, 0 0)))</span>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_X</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+</code></pre></div>
+<h2 id="st_xmax">ST_XMax<a class="headerlink" href="#st_xmax" title="Permanent link">¶</a></h2>
+<h3 id="description_53">Description<a class="headerlink" href="#description_53" title="Permanent link">¶</a></h3>
+<p>Returns the maximum <strong>X-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_53">Format<a class="headerlink" href="#format_53" title="Permanent link">¶</a></h3>
+<p><code>ST_XMax (A: Geometry)</code></p>
+<h3 id="arguments_53">Arguments<a class="headerlink" href="#arguments_53" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_53">SQL Example<a class="headerlink" href="#sql-example_53" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_XMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 10</span>
+</code></pre></div>
+<h2 id="st_xmin">ST_XMin<a class="headerlink" href="#st_xmin" title="Permanent link">¶</a></h2>
+<h3 id="description_54">Description<a class="headerlink" href="#description_54" title="Permanent link">¶</a></h3>
+<p>Returns the minimum <strong>X-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_54">Format<a class="headerlink" href="#format_54" title="Permanent link">¶</a></h3>
+<p><code>ST_XMin (A: Geometry)</code></p>
+<h3 id="arguments_54">Arguments<a class="headerlink" href="#arguments_54" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_54">SQL Example<a class="headerlink" href="#sql-example_54" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_XMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 1</span>
+</code></pre></div>
+<h2 id="st_y">ST_Y<a class="headerlink" href="#st_y" title="Permanent link">¶</a></h2>
+<h3 id="description_55">Description<a class="headerlink" href="#description_55" title="Permanent link">¶</a></h3>
+<p>Return the Y component of a point geometry or geography.</p>
+<h3 id="format_55">Format<a class="headerlink" href="#format_55" title="Permanent link">¶</a></h3>
+<p><code>ST_Y(A: Point)</code></p>
+<h3 id="arguments_55">Arguments<a class="headerlink" href="#arguments_55" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry or geography.</li>
+</ul>
+<h3 id="sql-example_55">SQL Example<a class="headerlink" href="#sql-example_55" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Y</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+</code></pre></div>
+<h2 id="st_ymax">ST_YMax<a class="headerlink" href="#st_ymax" title="Permanent link">¶</a></h2>
+<h3 id="description_56">Description<a class="headerlink" href="#description_56" title="Permanent link">¶</a></h3>
+<p>Returns the maximum <strong>Y-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_56">Format<a class="headerlink" href="#format_56" title="Permanent link">¶</a></h3>
+<p><code>ST_YMax (A: Geometry)</code></p>
+<h3 id="arguments_56">Arguments<a class="headerlink" href="#arguments_56" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_56">SQL Example<a class="headerlink" href="#sql-example_56" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_YMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 15</span>
+</code></pre></div>
+<h2 id="st_ymin">ST_YMin<a class="headerlink" href="#st_ymin" title="Permanent link">¶</a></h2>
+<h3 id="description_57">Description<a class="headerlink" href="#description_57" title="Permanent link">¶</a></h3>
+<p>Returns the minimum <strong>Y-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_57">Format<a class="headerlink" href="#format_57" title="Permanent link">¶</a></h3>
+<p><code>ST_YMin (A: Geometry)</code></p>
+<h3 id="arguments_57">Arguments<a class="headerlink" href="#arguments_57" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_57">SQL Example<a class="headerlink" href="#sql-example_57" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_YMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING(1 5, 10 15)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 5</span>
+</code></pre></div>
+<h2 id="st_z">ST_Z<a class="headerlink" href="#st_z" title="Permanent link">¶</a></h2>
+<h3 id="description_58">Description<a class="headerlink" href="#description_58" title="Permanent link">¶</a></h3>
+<p>Return the Z component of a point geometry or geography.</p>
+<h3 id="format_58">Format<a class="headerlink" href="#format_58" title="Permanent link">¶</a></h3>
+<p><code>ST_Z(A: Point)</code></p>
+<h3 id="arguments_58">Arguments<a class="headerlink" href="#arguments_58" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry or geography.</li>
+</ul>
+<h3 id="sql-example_58">SQL Example<a class="headerlink" href="#sql-example_58" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_Z</span><span class="p">(</span><span class="n">ST_Point</span><span class="p">(</span><span class="mi">1</span><span class="p">.</span><span class="mi">0</span><span class="p">,</span><span class="w"> </span><span class="mi">2</span><span class="p">.</span><span class="mi">0</span><span class="p">))</span>
+</code></pre></div>
+<h2 id="st_zmax">ST_ZMax<a class="headerlink" href="#st_zmax" title="Permanent link">¶</a></h2>
+<h3 id="description_59">Description<a class="headerlink" href="#description_59" title="Permanent link">¶</a></h3>
+<p>Returns the maximum <strong>Z-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_59">Format<a class="headerlink" href="#format_59" title="Permanent link">¶</a></h3>
+<p><code>ST_ZMax (A: Geometry)</code></p>
+<h3 id="arguments_59">Arguments<a class="headerlink" href="#arguments_59" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_59">SQL Example<a class="headerlink" href="#sql-example_59" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_ZMax</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 7</span>
+</code></pre></div>
+<h2 id="st_zmin">ST_ZMin<a class="headerlink" href="#st_zmin" title="Permanent link">¶</a></h2>
+<h3 id="description_60">Description<a class="headerlink" href="#description_60" title="Permanent link">¶</a></h3>
+<p>Returns the minimum <strong>Z-coordinate</strong> of a geometry's bounding box.</p>
+<h3 id="format_60">Format<a class="headerlink" href="#format_60" title="Permanent link">¶</a></h3>
+<p><code>ST_ZMin (A: Geometry)</code></p>
+<h3 id="arguments_60">Arguments<a class="headerlink" href="#arguments_60" title="Permanent link">¶</a></h3>
+<ul>
+<li><strong>geom</strong>: Input geometry.</li>
+</ul>
+<h3 id="sql-example_60">SQL Example<a class="headerlink" href="#sql-example_60" title="Permanent link">¶</a></h3>
+<div class="highlight"><pre><span></span><code><span class="k">SELECT</span><span class="w"> </span><span class="n">ST_ZMin</span><span class="p">(</span><span class="n">ST_GeomFromWKT</span><span class="p">(</span><span class="s1">'LINESTRING ZM (1 2 3 4, 5 6 7 8)'</span><span class="p">));</span>
+<span class="c1">-- Returns: 3</span>
</code></pre></div>
@@ -7220,7 +8138,7 @@
<span class="md-icon" title="Last update">
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M21 13.1c-.1 0-.3.1-.4.2l-1 1 2.1 2.1 1-1c.2-.2.2-.6 0-.8l-1.3-1.3c-.1-.1-.2-.2-.4-.2m-1.9 1.8-6.1 6V23h2.1l6.1-6.1zM12.5 7v5.2l4 2.4-1 1L11 13V7zM11 21.9c-5.1-.5-9-4.8-9-9.9C2 6.5 6.5 2 12 2c5.3 0 9.6 4.1 10 9.3-.3-.1-.6-.2-1-.2s-.7.1-1 .2C19.6 7.2 16.2 4 12 4c-4.4 0-8 3.6-8 8 0 4.1 3.1 7.5 7.1 7.9l-.1.2z"></path></svg>
</span>
- <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 9, 2025 20:06:34 UTC">September 9, 2025 20:06:34</span>
+ <span class="git-revision-date-localized-plugin git-revision-date-localized-plugin-datetime" title="September 23, 2025 03:55:58 UTC">September 23, 2025 03:55:58</span>
</span>
diff --git a/latest-snapshot/requirements.txt b/latest-snapshot/requirements.txt
index a6fd740..5a5444b 100644
--- a/latest-snapshot/requirements.txt
+++ b/latest-snapshot/requirements.txt
@@ -15,7 +15,9 @@
# specific language governing permissions and limitations
# under the License.
+griffe
mike
+mkdocs
mkdocs-git-revision-date-localized-plugin
mkdocs-glightbox
mkdocs-macros-plugin
diff --git a/latest-snapshot/some_data.json b/latest-snapshot/sample_geometries.json
similarity index 100%
rename from latest-snapshot/some_data.json
rename to latest-snapshot/sample_geometries.json
diff --git a/latest-snapshot/search/search_index.json b/latest-snapshot/search/search_index.json
index e2f122d..5264f47 100644
--- a/latest-snapshot/search/search_index.json
+++ b/latest-snapshot/search/search_index.json
@@ -1 +1 @@
-{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Introducing SedonaDB","text":"<p>SedonaDB is an open-source single-node analytical database engine with geospatial as the first-class citizen. It aims to deliver the fastest spatial analytics query speed and the most comprehensive function coverage available.</p> <p>SedonaDB is perfect for processing smaller to medium datasets on local machines or cloud instances. For distribut [...]
\ No newline at end of file
+{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Introducing SedonaDB","text":"<p>SedonaDB is an open-source single-node analytical database engine with geospatial as a first-class citizen. It aims to deliver the fastest spatial analytics query speed and the most comprehensive function coverage available.</p> <p>SedonaDB is perfect for processing smaller to medium datasets on local machines or cloud instances. For distributed [...]
\ No newline at end of file
diff --git a/latest-snapshot/sitemap.xml b/latest-snapshot/sitemap.xml
index e9c3934..ecf94dc 100644
--- a/latest-snapshot/sitemap.xml
+++ b/latest-snapshot/sitemap.xml
@@ -28,10 +28,6 @@
<loc>https://sedona.apache.org/sedonadb/latest/quickstart-python/</loc>
<lastmod>2025-09-23</lastmod>
</url>
- <url>
- <loc>https://sedona.apache.org/sedonadb/latest/tags/</loc>
- <lastmod>2025-09-23</lastmod>
- </url>
<url>
<loc>https://sedona.apache.org/sedonadb/latest/working-with-parquet-files/</loc>
<lastmod>2025-09-23</lastmod>
diff --git a/latest-snapshot/sitemap.xml.gz b/latest-snapshot/sitemap.xml.gz
index 4783720..9907fc9 100644
Binary files a/latest-snapshot/sitemap.xml.gz and b/latest-snapshot/sitemap.xml.gz differ
diff --git a/latest-snapshot/stylesheets/extra.css b/latest-snapshot/stylesheets/extra.css
index b4651e0..f017b44 100644
--- a/latest-snapshot/stylesheets/extra.css
+++ b/latest-snapshot/stylesheets/extra.css
@@ -76,13 +76,49 @@
font-size: 0.65rem; /* NEW: Adjust font size */
}
+/* ==========================================================================
+ Logo Size Adjustment
+ ========================================================================== */
+
+/*
+ Targets the logo in the header, whether it's an SVG or a standard image file.
+ Adjust the height value as needed to get the perfect size.
+*/
+.md-header .md-logo img,
+.md-header .md-logo svg {
+ height: 42px; /* This should match the Apache Sedona logo size */
+ width: auto; /* Ensures the width scales proportionally */
+}
+
+
/* ==========================================================================
Mobile Navigation Styles
========================================================================== */
-/* This targets the main container of the slide-out navigation on mobile */
+/*
+ Force the entire mobile navigation header to be black, overriding theme defaults.
+*/
.md-nav--primary .md-nav__title,
-.md-nav__source {
- background-color: var(--color-red); /* Use your red color */
- box-shadow: none; /* Optional: removes the shadow */
+.md-nav--primary .md-nav__source {
+ background-color: var(--color-dark) !important;
+}
+
+/* ==========================================================================
+ Swap Logo ONLY in Mobile Navigation
+ ========================================================================== */
+
+/* 1. Hide the default logo image inside the mobile nav */
+.md-nav--primary .md-nav__title .md-logo img {
+ display: none;
+}
+
+/* 2. Apply the new mobile logo as a background image */
+.md-nav--primary .md-nav__title .md-logo {
+ display: block;
+ height: 48px; /* Adjust size as needed */
+ width: 100%;
+ background-image: url('../image/sedona_logo_symbol_white.svg'); /* IMPORTANT: Update this path */
+ background-size: contain;
+ background-repeat: no-repeat;
+ background-position: center left;
}
diff --git a/latest-snapshot/tags/index.html b/latest-snapshot/tags/index.html
deleted file mode 100644
index 09212c8..0000000
--- a/latest-snapshot/tags/index.html
+++ /dev/null
@@ -1,1104 +0,0 @@
-<!DOCTYPE html><html lang="en" class="no-js"><head>
-
- <meta charset="utf-8">
- <meta name="viewport" content="width=device-width,initial-scale=1">
-
- <meta name="description" content="Documentation for Apache SedonaDB">
-
-
-
- <link rel="canonical" href="https://sedona.apache.org/sedonadb/latest/tags/">
-
-
-
-
- <link rel="icon" href="../image/sedona_logo_symbol.png">
- <meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.6.20">
-
-
-
- <title>Tags - SedonaDB</title>
-
-
-
- <link rel="stylesheet" href="../assets/stylesheets/main.e53b48f4.min.css">
-
-
- <link rel="stylesheet" href="../assets/stylesheets/palette.06af60db.min.css">
-
-
-
-
-
-
-
-
-
-
-
-
- <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
- <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,300i,400,400i,700,700i%7CRoboto+Mono:400,400i,700,700i&display=fallback">
- <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
-
-
-
- <link rel="stylesheet" href="../assets/_mkdocstrings.css">
-
- <link rel="stylesheet" href="../stylesheets/extra.css">
-
- <script>__md_scope=new URL("..",location),__md_hash=e=>[...e].reduce(((e,_)=>(e<<5)-e+_.charCodeAt(0)),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
-
-
-
-
-
-
- <link href="../assets/stylesheets/glightbox.min.css" rel="stylesheet"><script src="../assets/javascripts/glightbox.min.js"></script><style id="glightbox-style">
- html.glightbox-open { overflow: initial; height: 100%; }
- .gslide-title { margin-top: 0px; user-select: text; }
- .gslide-desc { color: #666; user-select: text; }
- .gslide-image img { background: white; }
- .glightbox-clean .gslide-media { -webkit-box-shadow: none; box-shadow: none; }
- .gscrollbar-fixer { padding-right: 15px; }
- .gdesc-inner { font-size: 0.75rem; }
- body[data-md-color-scheme="slate"] .gdesc-inner { background: var(--md-default-bg-color); }
- body[data-md-color-scheme="slate"] .gslide-title { color: var(--md-default-fg-color); }
- body[data-md-color-scheme="slate"] .gslide-desc { color: var(--md-default-fg-color); }
- </style></head>
-
-
-
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- <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="custom" data-md-color-accent="green">
-
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- <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
- <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
- <label class="md-overlay" for="__drawer"></label>
- <div data-md-component="skip">
-
- </div>
- <div data-md-component="announce">
-
- </div>
-
- <div data-md-color-scheme="default" data-md-component="outdated" hidden>
-
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-
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-
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-<header class="md-header md-header--shadow md-header--lifted" data-md-component="header">
- <nav class="md-header__inner md-grid" aria-label="Header">
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diff --git a/latest-snapshot/working-with-parquet-files/index.html b/latest-snapshot/working-with-parquet-files/index.html
index 409d8b3..da6b850 100644
--- a/latest-snapshot/working-with-parquet-files/index.html
+++ b/latest-snapshot/working-with-parquet-files/index.html
@@ -13,7 +13,7 @@
<link rel="prev" href="../overture-examples/">
- <link rel="next" href="../contributors-guide/">
+ <link rel="next" href="../crs-examples/">
<link rel="icon" href="../image/sedona_logo_symbol.png">
@@ -672,12 +672,12 @@
<li class="md-nav__item">
- <a href="../contributors-guide/" class="md-nav__link">
+ <a href="../crs-examples/" class="md-nav__link">
<span class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
</span>
@@ -695,12 +695,12 @@
<li class="md-nav__item">
- <a href="../crs-examples/" class="md-nav__link">
+ <a href="../contributors-guide/" class="md-nav__link">
<span class="md-ellipsis">
- CRS Examples
+ Contributors Guide
</span>
@@ -1252,13 +1252,13 @@
- <a href="../contributors-guide/" class="md-footer__link md-footer__link--next" aria-label="Next: Contributors Guide">
+ <a href="../crs-examples/" class="md-footer__link md-footer__link--next" aria-label="Next: Joining Geospatial Data with Different CRSs">
<div class="md-footer__title">
<span class="md-footer__direction">
Next
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<div class="md-ellipsis">
- Contributors Guide
+ Joining Geospatial Data with Different CRSs
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