From fb4ccaa99b5acb27d4f328f9a429c9381997d465 Mon Sep 17 00:00:00 2001
From: John Bampton <jbampton@users.noreply.github.com>
Date: Tue, 24 Oct 2023 12:53:02 +1000
Subject: [PATCH] [DOCS] Fix spelling; pre-commit autoupdate (#1057)

---
 .pre-commit-config.yaml                                       | 4 ++--
 codespell.txt                                                 | 1 +
 docs/tutorial/viz.md                                          | 2 +-
 .../org/apache/sedona/viz/sql/operator/VizPartitioner.scala   | 2 +-
 4 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7d84cdd6d4..fd6afd8121 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,7 +11,7 @@ repos:
       - id: identity
       - id: check-hooks-apply
   - repo: https://github.com/codespell-project/codespell
-    rev: v2.2.5
+    rev: v2.2.6
     hooks:
       - id: codespell
         name: Run codespell
@@ -19,7 +19,7 @@ repos:
         entry: codespell --ignore-words=codespell.txt
         exclude: ^docs/image|^spark/common/src/test/resources
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v4.5.0
     hooks:
       - id: check-case-conflict
       # - id: check-docstring-first
diff --git a/codespell.txt b/codespell.txt
index 24a7c2fe99..4046ea997a 100644
--- a/codespell.txt
+++ b/codespell.txt
@@ -1,6 +1,7 @@
 actualy
 afterall
 bu
+celle
 eiter
 fpt
 limite
diff --git a/docs/tutorial/viz.md b/docs/tutorial/viz.md
index 6c11757aa6..9c0ac1f4f0 100644
--- a/docs/tutorial/viz.md
+++ b/docs/tutorial/viz.md
@@ -1,6 +1,6 @@
 The page outlines the steps to visualize spatial data using SedonaViz. ==The example code is written in Scala but also works for Java==.
 
-SedonaViz provides native support for general cartographic design by extending Sedona to process large-scale spatial data. It can visulize Spatial RDD and Spatial Queries and render super high resolution image in parallel.
+SedonaViz provides native support for general cartographic design by extending Sedona to process large-scale spatial data. It can visualize Spatial RDD and Spatial Queries and render super high resolution image in parallel.
 
 SedonaViz offers Map Visualization SQL. This gives users a more flexible way to design beautiful map visualization effects including scatter plots and heat maps. SedonaViz RDD API is also available.
 
diff --git a/spark/common/src/main/scala/org/apache/sedona/viz/sql/operator/VizPartitioner.scala b/spark/common/src/main/scala/org/apache/sedona/viz/sql/operator/VizPartitioner.scala
index edc2689a45..bcaf1a54db 100644
--- a/spark/common/src/main/scala/org/apache/sedona/viz/sql/operator/VizPartitioner.scala
+++ b/spark/common/src/main/scala/org/apache/sedona/viz/sql/operator/VizPartitioner.scala
@@ -69,7 +69,7 @@ object VizPartitioner {
         val primaryIdPos = cursorRow.fieldIndex(Conf.PrimaryPID)
         val secondIdPos = cursorRow.fieldIndex(Conf.SecondaryPID)
         val geometry = cursorRow.getAs[Geometry](spatialColName).getEnvelopeInternal
-        // This is to find all seconary ids
+        // This is to find all secondary ids
         val matchedZones = secondaryPartitionTree.findZones(new QuadRectangle(geometry)).asScala
         matchedZones.foreach(secondaryZone => {
           var currentValues = cursorRow.toSeq.toBuffer