This is an automated email from the ASF dual-hosted git repository. jiayu pushed a commit to branch branch-1.6.1 in repository https://gitbox.apache.org/repos/asf/sedona.git
commit 531aefbac1f827f7028e9aad4cf8a5c683da1839 Author: Jia Yu <[email protected]> AuthorDate: Sun Aug 18 21:42:59 2024 -0700 [DOCS] Add Sedona 1.6.1 release notes and update docs (#1551) * Update docs * Add file headers * Fix lint issues --- binder/start | 15 +++ docker/sedona-spark-jupyterlab/start.sh | 15 +++ docs/api/sql/Raster-loader.md | 6 +- docs/setup/databricks.md | 32 ++--- docs/setup/maven-coordinates.md | 8 +- docs/setup/release-notes.md | 216 +++++++++++++++++++++++++++++++- mkdocs.yml | 8 +- 7 files changed, 263 insertions(+), 37 deletions(-) diff --git a/binder/start b/binder/start index 9862f99ce..a3e191071 100755 --- a/binder/start +++ b/binder/start @@ -1,5 +1,20 @@ #!/bin/bash +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + export SPARK_HOME=$HOME/spark-3.4.2-bin-hadoop3 export PATH=$SPARK_HOME/bin:$PATH export PYTHONPATH=$SPARK_HOME/python:$PYTHONPATH diff --git a/docker/sedona-spark-jupyterlab/start.sh b/docker/sedona-spark-jupyterlab/start.sh index 840d80c6b..e5de2b70d 100755 --- a/docker/sedona-spark-jupyterlab/start.sh +++ b/docker/sedona-spark-jupyterlab/start.sh @@ -1,5 +1,20 @@ #!/usr/bin/env bash +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + DRIVER_MEM=${DRIVER_MEM:-4g} EXECUTOR_MEM=${EXECUTOR_MEM:-4g} diff --git a/docs/api/sql/Raster-loader.md b/docs/api/sql/Raster-loader.md index 67fd76c02..994e22ad8 100644 --- a/docs/api/sql/Raster-loader.md +++ b/docs/api/sql/Raster-loader.md @@ -1,13 +1,11 @@ !!!note Sedona loader are available in Scala, Java and Python and have the same APIs. -## Load any raster to Raster format - The raster loader of Sedona leverages Spark built-in binary data source and works with several RS constructors to produce Raster type. Each raster is a row in the resulting DataFrame and stored in a `Raster` format. By default, these functions uses lon/lat order since `v1.5.0`. Before, it used lat/lon order. -### Load raster to a binary DataFrame +## Step 1: Load raster to a binary DataFrame You can load any type of raster data using the code below. Then use the RS constructors below to create a Raster DataFrame. @@ -15,6 +13,8 @@ You can load any type of raster data using the code below. Then use the RS const sedona.read.format("binaryFile").load("/some/path/*.asc") ``` +## Step 2: Create a raster type column + ### RS_FromArcInfoAsciiGrid Introduction: Returns a raster geometry from an Arc Info Ascii Grid file. diff --git a/docs/setup/databricks.md b/docs/setup/databricks.md index c89848764..431430e82 100644 --- a/docs/setup/databricks.md +++ b/docs/setup/databricks.md @@ -1,28 +1,9 @@ +Please pay attention to the Spark version postfix and Scala version postfix on our [Maven Coordinate page](../maven-coordinates). Databricks Spark and Apache Spark's compatibility can be found here: https://docs.databricks.com/en/release-notes/runtime/index.html + ## Community edition (free-tier) You just need to install the Sedona jars and Sedona Python on Databricks using Databricks default web UI. Then everything will work. -## Advanced editions - -We recommend Databricks 10.x+. - -* Sedona 1.0.1 & 1.1.0 is compiled against Spark 3.1 (~ Databricks DBR 9 LTS, DBR 7 is Spark 3.0) -* Sedona 1.1.1, 1.2.0 are compiled against Spark 3.2 (~ DBR 10 & 11) -* Sedona 1.2.1, 1.3.1, 1.4.0 are complied against Spark 3.3 -* 1.4.1, 1.5.0 are complied against Spark 3.3, 3.4, 3.5 - -> In Spark 3.2, `org.apache.spark.sql.catalyst.expressions.Generator` class added a field `nodePatterns`. Any SQL functions that rely on Generator class may have issues if compiled for a runtime with a differing spark version. For Sedona, those functions are: -> -> * ST_MakeValid -> * ST_SubDivideExplode - -!!!note - If you are using Spark 3.4+ and Scala 2.12, please use `sedona-spark-shaded-3.4_2.12`. Please pay attention to the Spark version postfix and Scala version postfix. Sedona is not able to support `Databricks photon acceleration`. Sedona requires Spark internal APIs to inject many optimization strategies, which is not accessible in `Photon`. - -## Install Sedona from the web UI (not recommended) - -This method cannot achieve the best performance of Sedona and does not work for pure SQL environment. - ### Install libraries 1) From the Libraries tab install from Maven Coordinates @@ -58,11 +39,14 @@ from sedona.register.geo_registrator import SedonaRegistrator SedonaRegistrator.registerAll(spark) ``` -## Install Sedona from the init script +## Advanced editions + +In Databricks advanced editions, you need to install Sedona via [cluster init-scripts](https://docs.databricks.com/clusters/init-scripts.html) as described below. We recommend Databricks 10.x+. Sedona is not guaranteed to be 100% compatible with `Databricks photon acceleration`. Sedona requires Spark internal APIs to inject many optimization strategies, which sometimes is not accessible in `Photon`. -In order to activate the Kryo serializer (this speeds up the serialization and deserialization of geometry types) you need to install the libraries via init script as described below. +In Spark 3.2, `org.apache.spark.sql.catalyst.expressions.Generator` class added a field `nodePatterns`. Any SQL functions that rely on Generator class may have issues if compiled for a runtime with a differing spark version. For Sedona, those functions are: -In order to use the Sedona `ST_*/RS_*` functions from SQL without having to register the Sedona functions from a python/scala cell, you need to install the Sedona libraries from the [cluster init-scripts](https://docs.databricks.com/clusters/init-scripts.html) as follows. +* ST_MakeValid +* ST_SubDivideExplode ### Download Sedona jars diff --git a/docs/setup/maven-coordinates.md b/docs/setup/maven-coordinates.md index a6b92d295..bbbed9201 100644 --- a/docs/setup/maven-coordinates.md +++ b/docs/setup/maven-coordinates.md @@ -35,7 +35,7 @@ The optional GeoTools library is required if you want to use CRS transformation, </dependency> ``` - === "Spark 3.4+ and Scala 2.12" + === "Spark 3.4 and Scala 2.12" ```xml <dependency> @@ -84,7 +84,7 @@ The optional GeoTools library is required if you want to use CRS transformation, </dependency> ``` - === "Spark 3.4+ and Scala 2.13" + === "Spark 3.4 and Scala 2.13" ```xml <dependency> @@ -226,7 +226,7 @@ The optional GeoTools library is required if you want to use CRS transformation, <version>{{ sedona.current_geotools }}</version> </dependency> ``` - === "Spark 3.4+ and Scala 2.12" + === "Spark 3.4 and Scala 2.12" ```xml <dependency> <groupId>org.apache.sedona</groupId> @@ -268,7 +268,7 @@ The optional GeoTools library is required if you want to use CRS transformation, <version>{{ sedona.current_geotools }}</version> </dependency> ``` - === "Spark 3.4+ and Scala 2.13" + === "Spark 3.4 and Scala 2.13" ```xml <dependency> <groupId>org.apache.sedona</groupId> diff --git a/docs/setup/release-notes.md b/docs/setup/release-notes.md index f0ecd75d8..98bd8df51 100644 --- a/docs/setup/release-notes.md +++ b/docs/setup/release-notes.md @@ -1,13 +1,225 @@ !!! note - Sedona before 1.6.0 only works with Shapely 1.x. If you want to work with Shapely 2.x, please use Sedona no earlier than 1.6.0. + Sedona before 1.6.0 only works with Shapely 1.x. If you want to work with Shapely 2.x, please use Sedona 1.6.0+ If you use Sedona < 1.6.0, please use GeoPandas <= `0.11.1` since GeoPandas > 0.11.1 will automatically install Shapely 2.0. If you use Shapely, please use <= `1.8.5`. +## Sedona 1.6.1 + +Sedona 1.6.1 is compiled against Spark 3.3 / Spark 3.4 / Spark 3.5, Flink 1.19, Snowflake 7+, Java 8. + +This release is a maintenance release that includes bug fixes and minor improvements. + +### New Contributors + +* @zhangfengcdt made their first contribution in https://github.com/apache/sedona/pull/1431 +* @james-willis made their first contribution in https://github.com/apache/sedona/pull/1453 + +### Highlights + +* [X] Add native DataFrame based GeoJSON reader and writer +* [X] 48 new ST functions added +* [X] GeoParquet reader and writer supports GeoParquet 1.1.0 covering column +* [X] Improve the error handling of ST functions so that the error message includes the geometry that caused the error + +### API breaking changes + +* [X] The following raster functions now return struct type outputs instead of array types. + * RS_Metadata + * RS_SummaryStatsAll + * RS_ZonalStatsAll + * RS_GeoTransform + +### Bug + +<ul> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-560'>SEDONA-560</a>] - Spatial join involving dataframe containing 0 partition throws exception +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-561'>SEDONA-561</a>] - Failed to run examples in the core.showcase package +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-580'>SEDONA-580</a>] - New instances of RasterUDT object is not equal to the RasterUDT case object +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-581'>SEDONA-581</a>] - SedonaKepler fails to reload if a raster column exists +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-605'>SEDONA-605</a>] - RS_AsRaster(useGeometryExtent=false) does not work with reference rasters with scaleX/Y < 1 +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-608'>SEDONA-608</a>] - Fix ST_IsPolygonCW, ST_IsPolygonCCW, ST_ForcePolygonCW and ST_ForcePolygonCCW +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-609'>SEDONA-609</a>] - Fix python 3.12 build issue caused by binary compatibility issues with numpy 2.0.0 +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-611'>SEDONA-611</a>] - Cannot write rasters to S3 on EMR +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-618'>SEDONA-618</a>] - Maven build failed with javadoc classes and package list files missing +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-624'>SEDONA-624</a>] - Distance join throws java.lang.reflect.InvocationTargetException when working with aggregation functions +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-626'>SEDONA-626</a>] - SRID of geometries returned by many ST functions are incorrect +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-628'>SEDONA-628</a>] - Python DataFrame Functions Cannot Be Imported As Documented +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-639'>SEDONA-639</a>] - ST_Split may produce inaccurate results when splitting linestrings +</li> +</ul> + +### New Feature + +<ul> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-462'>SEDONA-462</a>] - ST_IsValidDetail +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-486'>SEDONA-486</a>] - Implement ST_MMin +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-487'>SEDONA-487</a>] - Implement ST_MMax +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-562'>SEDONA-562</a>] - Add native DataFrame based GeoJSON reader and writer +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-563'>SEDONA-563</a>] - Add ST_GeomFromEWKB +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-564'>SEDONA-564</a>] - Add ST_NumInteriorRing +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-565'>SEDONA-565</a>] - Add ST_ForceRHR +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-566'>SEDONA-566</a>] - Add ST_TriangulatePolygon +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-567'>SEDONA-567</a>] - Add ST_M +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-569'>SEDONA-569</a>] - Add ST_PointZM +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-570'>SEDONA-570</a>] - Add ST_PointM +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-571'>SEDONA-571</a>] - Add ST_MMin +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-572'>SEDONA-572</a>] - Add ST_PointFromWKB +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-573'>SEDONA-573</a>] - Add ST_HasM +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-574'>SEDONA-574</a>] - Add ST_MMax +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-575'>SEDONA-575</a>] - Add ST_LineFromWKB +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-576'>SEDONA-576</a>] - Add ST_HasZ +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-577'>SEDONA-577</a>] - Add ST_GeometryFromText +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-578'>SEDONA-578</a>] - Add ST_Points +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-579'>SEDONA-579</a>] - Add ST_AsHEXEWKB +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-582'>SEDONA-582</a>] - Add ST_PointFromGeoHash +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-583'>SEDONA-583</a>] - Add ST_Length2D +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-584'>SEDONA-584</a>] - Add ST_Zmflag +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-585'>SEDONA-585</a>] - Add ST_ForceCollection +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-586'>SEDONA-586</a>] - Add ST_Force3DZ +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-587'>SEDONA-587</a>] - Add ST_Force3DM +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-588'>SEDONA-588</a>] - Add ST_Force4D +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-589'>SEDONA-589</a>] - Add ST_LongestLine +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-590'>SEDONA-590</a>] - Add ST_GeomColFromText +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-591'>SEDONA-591</a>] - Add ST_MaxDistance +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-592'>SEDONA-592</a>] - Add ST_MPointFromText +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-593'>SEDONA-593</a>] - Add ST_Relate +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-594'>SEDONA-594</a>] - Add ST_RelatedMatch +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-595'>SEDONA-595</a>] - Add ST_LineStringFromWKB +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-596'>SEDONA-596</a>] - Add ST_SimplifyVW +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-597'>SEDONA-597</a>] - Add ST_SimplifyPolygonHull +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-598'>SEDONA-598</a>] - Add ST_UnaryUnion +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-599'>SEDONA-599</a>] - Add ST_MinimumClearance +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-600'>SEDONA-600</a>] - Add ST_MinimumClearanceLine +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-601'>SEDONA-601</a>] - Add ST_DelaunyTriangles +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-602'>SEDONA-602</a>] - Add ST_LocateAlong +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-603'>SEDONA-603</a>] - Add ST_MakePointM +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-604'>SEDONA-604</a>] - Add ST_AddMeasure +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-606'>SEDONA-606</a>] - Add ST_IsValidDetail +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-607'>SEDONA-607</a>] - Include Geometry in ST Function Exceptions +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-610'>SEDONA-610</a>] - Add ST_IsValidTrajectory +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-615'>SEDONA-615</a>] - Add ST_MaximumInscribedCircle +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-617'>SEDONA-617</a>] - Add ST_Rotate +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-625'>SEDONA-625</a>] - Add ST_GeneratePoints +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-627'>SEDONA-627</a>] - Writing covering column metadata to GeoParquet files +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-631'>SEDONA-631</a>] - Add ST_Expand +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-643'>SEDONA-643</a>] - Fix Flink constructor functions signatures +</li> +</ul> + +### Improvement + +<ul> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-558'>SEDONA-558</a>] - Fix and improve SedonaPyDeck behavior +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-559'>SEDONA-559</a>] - Make the flink example work +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-568'>SEDONA-568</a>] - Refactor TestBaseScala to use method instead of a class-level variable for sparkSession +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-616'>SEDONA-616</a>] - Apply spotless to snowflake module +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-620'>SEDONA-620</a>] - Simplify Java if statements +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-621'>SEDONA-621</a>] - Remove redundant call to `toString()` +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-622'>SEDONA-622</a>] - Improve SedonaPyDeck behavior +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-623'>SEDONA-623</a>] - Simplify Java `if` statements +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-629'>SEDONA-629</a>] - Return Structs for RS_ Functions +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-632'>SEDONA-632</a>] - Don't use a conventional output committer when writing raster files using df.write.format("raster") +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-633'>SEDONA-633</a>] - Add tileWidth and tileHeight fields to the result of RS_Metadata +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-634'>SEDONA-634</a>] - Support omitting tileWidth and tileHeight parameters when calling RS_Tile or RS_TileExplode on rasters with decent tiling scheme +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-635'>SEDONA-635</a>] - Allow feature and feature collection format in ST_AsGeoJSON +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-637'>SEDONA-637</a>] - Show spatial filters pushed to GeoParquet scans in the query plan +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-638'>SEDONA-638</a>] - Send telemetry data asynchronously to avoid blocking the initialization of SedonaContext +</li> +</ul> + +### Task + +<ul> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-101'>SEDONA-101</a>] - Add Scala Formatter to MVN +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-102'>SEDONA-102</a>] - Java Code Formatting using formatter plugin +</li> +<li>[<a href='https://issues.apache.org/jira/browse/SEDONA-553'>SEDONA-553</a>] - Update Sedona docker to use newer GeoPandas +</li> +</ul> + ## Sedona 1.6.0 Sedona 1.6.0 is compiled against Spark 3.3 / Spark 3.4 / Spark 3.5, Flink 1.19, Snowflake 7+, Java 8. -## New Contributors +### New Contributors * @mpetazzoni made their first contribution in https://github.com/apache/sedona/pull/1216 * @sebdiem made their first contribution in https://github.com/apache/sedona/pull/1217 diff --git a/mkdocs.yml b/mkdocs.yml index e8cf0d24e..7fcfd5413 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -162,11 +162,11 @@ extra: current_version: 1.6.0 current_geotools: 1.6.0-28.2 sedona_create_release: - current_version: 1.6.0 - current_git_tag: sedona-1.6.0-rc3 - current_rc: 1.6.0-rc3 + current_version: 1.6.1 + current_git_tag: sedona-1.6.1-rc1 + current_rc: 1.6.1-rc1 current_snapshot: 1.6.1-SNAPSHOT - next_version: 1.6.0 + next_version: 1.7.0 copyright: Copyright © 2024 The Apache Software Foundation. Apache Sedona, Sedona, Apache, the Apache feather logo, and the Apache Sedona project logo are either registered trademarks or trademarks of The Apache Software Foundation in the United States and other countries. All other marks mentioned may be trademarks or registered trademarks of their respective owners. Please visit <a href="https://www.apache.org/";>Apache Software Foundation</a> for more details.<img referrerpolicy="no-re [...] markdown_extensions:
