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jiayu pushed a commit to branch fix-docs-post-release
in repository https://gitbox.apache.org/repos/asf/sedona.git


The following commit(s) were added to refs/heads/fix-docs-post-release by this 
push:
     new 9fad7f2e6 Update the documentation
9fad7f2e6 is described below

commit 9fad7f2e6d2bf0f4934021cbb9f168df540129f2
Author: Jia Yu <[email protected]>
AuthorDate: Wed Jan 17 14:00:53 2024 -0800

    Update the documentation
---
 docs/community/publish.md       |  2 +-
 docs/download.md                |  9 +++++-
 docs/index.md                   |  4 +--
 docs/setup/maven-coordinates.md | 69 +++++++++++++++++++++++++++++++++++++----
 docs/setup/release-notes.md     |  1 +
 mkdocs.yml                      |  4 +--
 6 files changed, 77 insertions(+), 12 deletions(-)

diff --git a/docs/community/publish.md b/docs/community/publish.md
index a99e19e7c..b0532e8a1 100644
--- a/docs/community/publish.md
+++ b/docs/community/publish.md
@@ -374,7 +374,7 @@ tar -xvf {{ sedona_create_release.current_git_tag}}.tar.gz
 mkdir apache-sedona-{{ sedona_create_release.current_version }}-src
 cp -r sedona-{{ sedona_create_release.current_git_tag}}/* apache-sedona-{{ 
sedona_create_release.current_version }}-src/
 
-rm -rf sedona-{{ sedona_create_release.current_git_tag}}
+rm -rf apache-{{ sedona_create_release.current_git_tag}}
 
 cd apache-sedona-{{ sedona_create_release.current_version }}-src/zeppelin && 
npm publish && cd ..
 rm -rf apache-sedona-{{ sedona_create_release.current_version }}-src
diff --git a/docs/download.md b/docs/download.md
index 3997d58fe..2e61bef0e 100644
--- a/docs/download.md
+++ b/docs/download.md
@@ -14,6 +14,13 @@ Automatically generated binary JARs (per each Master branch 
commit): [GitHub Act
 
 ## Versions
 
+### 1.5.1
+
+| |                                    Download from ASF                       
              |                                         Checksum                
                          |                                      Signature      
                                |
+|:-----------------:|:----------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------:|
+|    Source code    | 
[src](https://www.apache.org/dyn/closer.lua/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz)
 | 
[sha512](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz.sha512)
 | 
[asc](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz.asc)
 |
+|       Binary      | 
[bin](https://www.apache.org/dyn/closer.lua/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz)
 | 
[sha512](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.sha512)
 | 
[asc](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.asc)
+
 ### 1.5.0
 
 | | Download from ASF | Checksum | Signature |
@@ -30,7 +37,7 @@ Automatically generated binary JARs (per each Master branch 
commit): [GitHub Act
 
 ### Past releases
 
-Past Sedona releases are archived and can be found here: [Apache 
archive](https://archive.apache.org/dist/sedona/) (on and after 
1.2.1-incubating) and [Apache Incubator 
archive](https://archive.apache.org/dist/sedona/) (before v1.2.1-incubating)
+Past Sedona releases are archived and can be found here: [Apache 
archive](https://archive.apache.org/dist/sedona/) (on and after 
1.2.1-incubating).
 
 ## Security
 
diff --git a/docs/index.md b/docs/index.md
index 66ee4deb4..178240e84 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -1,3 +1,5 @@
+### 01/17/2024: Sedona 1.5.1 released. It adds Spark 3.5 support, Snowflake 
support, and many more raster and vector functions!
+
 ### 10/12/2023: Sedona 1.5.0 released. It adds comprehensive raster data ETL 
and analytics, native support of Uber H3 functions, and SedonaKepler / 
SedonaPyDeck for interactive map visualization
 
 ### 06/25/2023: Sedona 1.4.1 released. It adds geodesic / geography functions, 
more raster functions and support Spark 3.4.
@@ -5,5 +7,3 @@
 ### 03/19/2023: Sedona 1.4.0 released. It provides GeoParquet filter pushdown 
(10X less memory footprint), faster serialization (3X speed), S2-based fast 
approximate join and enhanced R language support
 
 ### 01/2023: Apache Sedona graduated to an Apache Top Level Project!
-
-### 12/23/2022: Sedona 1.3.1-incubating is released. It adds native support of 
GeoParquet, DataFrame style API, Scala 2.13, Python 3.10, spatial aggregation 
on Flink. Please check Sedona release notes.
diff --git a/docs/setup/maven-coordinates.md b/docs/setup/maven-coordinates.md
index faf0d964d..58eaf634d 100644
--- a/docs/setup/maven-coordinates.md
+++ b/docs/setup/maven-coordinates.md
@@ -17,7 +17,7 @@ If you are using the Scala 2.13 builds of Spark, please use 
the corresponding pa
 
 The optional GeoTools library is required if you want to use CRS 
transformation, ShapefileReader or GeoTiff reader. This wrapper library is a 
re-distribution of GeoTools official jars. The only purpose of this library is 
to bring GeoTools jars from OSGEO repository to Maven Central. This library is 
under GNU Lesser General Public License (LGPL) license so we cannot package it 
in Sedona official release.
 
-!!! abstract "Sedona with Apache Spark"
+!!! abstract "Sedona with Apache Spark and Scala 2.12"
 
        === "Spark 3.0 to 3.3 and Scala 2.12"
 
@@ -50,7 +50,23 @@ The optional GeoTools library is required if you want to use 
CRS transformation,
                    <version>{{ sedona.current_geotools }}</version>
                </dependency>
                ```
-        If you are using Spark versions higher than 3.4, please replace the 
`3.4` in artifact names with the corresponding major.minor version numbers.
+       === "Spark 3.5 and Scala 2.12"
+
+               ```xml
+               <dependency>
+                 <groupId>org.apache.sedona</groupId>
+                 <artifactId>sedona-spark-shaded-3.5_2.12</artifactId>
+                 <version>{{ sedona.current_version }}</version>
+               </dependency>
+               <!-- Optional: 
https://mvnrepository.com/artifact/org.datasyslab/geotools-wrapper -->
+               <dependency>
+                   <groupId>org.datasyslab</groupId>
+                   <artifactId>geotools-wrapper</artifactId>
+                   <version>{{ sedona.current_geotools }}</version>
+               </dependency>
+               ```
+
+!!! abstract "Sedona with Apache Spark and Scala 2.13"
 
        === "Spark 3.0 to 3.3 and Scala 2.13"
 
@@ -83,7 +99,21 @@ The optional GeoTools library is required if you want to use 
CRS transformation,
                    <version>{{ sedona.current_geotools }}</version>
                </dependency>
                ```
-        If you are using Spark versions higher than 3.4, please replace the 
`3.4` in artifact names with the corresponding major.minor version numbers.
+       === "Spark 3.5 and Scala 2.13"
+
+               ```xml
+               <dependency>
+                 <groupId>org.apache.sedona</groupId>
+                 <artifactId>sedona-spark-shaded-3.5_2.13</artifactId>
+                 <version>{{ sedona.current_version }}</version>
+               </dependency>
+               <!-- Optional: 
https://mvnrepository.com/artifact/org.datasyslab/geotools-wrapper -->
+               <dependency>
+                   <groupId>org.datasyslab</groupId>
+                   <artifactId>geotools-wrapper</artifactId>
+                   <version>{{ sedona.current_geotools }}</version>
+               </dependency>
+               ```
 
 !!! abstract "Sedona with Apache Flink"
 
@@ -178,7 +208,7 @@ If you are using the Scala 2.13 builds of Spark, please use 
the corresponding pa
 
 The optional GeoTools library is required if you want to use CRS 
transformation, ShapefileReader or GeoTiff reader. This wrapper library is a 
re-distribution of GeoTools official jars. The only purpose of this library is 
to bring GeoTools jars from OSGEO repository to Maven Central. This library is 
under GNU Lesser General Public License (LGPL) license so we cannot package it 
in Sedona official release.
 
-!!! abstract "Sedona with Apache Spark"
+!!! abstract "Sedona with Apache Spark and Scala 2.12"
 
        === "Spark 3.0 to 3.3 and Scala 2.12"
                ```xml
@@ -206,7 +236,22 @@ The optional GeoTools library is required if you want to 
use CRS transformation,
                    <version>{{ sedona.current_geotools }}</version>
                </dependency>
                ```
-        If you are using Spark versions higher than 3.4, please replace the 
`3.4` in artifact names with the corresponding major.minor version numbers.
+       === "Spark 3.5 and Scala 2.12"
+               ```xml
+               <dependency>
+                 <groupId>org.apache.sedona</groupId>
+                 <artifactId>sedona-spark-3.5_2.12</artifactId>
+                 <version>{{ sedona.current_version }}</version>
+               </dependency>
+               <dependency>
+                   <groupId>org.datasyslab</groupId>
+                   <artifactId>geotools-wrapper</artifactId>
+                   <version>{{ sedona.current_geotools }}</version>
+               </dependency>
+               ```
+
+!!! abstract "Sedona with Apache Spark and Scala 2.13"
+
        === "Spark 3.0+ and Scala 2.13"
                ```xml
                <dependency>
@@ -233,7 +278,19 @@ The optional GeoTools library is required if you want to 
use CRS transformation,
                    <version>{{ sedona.current_geotools }}</version>
                </dependency>
                ```
-        If you are using Spark versions higher than 3.4, please replace the 
`3.4` in artifact names with the corresponding major.minor version numbers.
+       === "Spark 3.5 and Scala 2.13"
+               ```xml
+               <dependency>
+                 <groupId>org.apache.sedona</groupId>
+                 <artifactId>sedona-spark-3.5_2.13</artifactId>
+                 <version>{{ sedona.current_version }}</version>
+               </dependency>
+               <dependency>
+                   <groupId>org.datasyslab</groupId>
+                   <artifactId>geotools-wrapper</artifactId>
+                   <version>{{ sedona.current_geotools }}</version>
+               </dependency>
+               ```
 
 !!! abstract "Sedona with Apache Flink"
 
diff --git a/docs/setup/release-notes.md b/docs/setup/release-notes.md
index 703407216..99bff233f 100644
--- a/docs/setup/release-notes.md
+++ b/docs/setup/release-notes.md
@@ -10,6 +10,7 @@ Sedona 1.5.1 is compiled against Spark 3.3 / Spark 3.4 / 
Spark 3.5, Flink 1.12,
 
 ### Highlights
 
+* [X] **Sedona Snowflake** Add support for Snowflake
 * [X] **Sedona Spark** Support Spark 3.5
 * [X] **Sedona Spark** Support Snowflake 7+
 * [X] **Sedona Spark** Added 20+ raster functions (or variants)
diff --git a/mkdocs.yml b/mkdocs.yml
index 9da2b6e03..4defb65cf 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -154,8 +154,8 @@ extra:
     - icon: fontawesome/brands/discord
       link: './community/discord-invite-form.html'
   sedona:
-    current_version: 1.5.0
-    current_geotools: 1.5.0-28.2
+    current_version: 1.5.1
+    current_geotools: 1.5.1-28.2
   sedona_create_release:
     current_version: 1.5.1
     current_git_tag: sedona-1.5.1-rc1

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