[DOCS] Fix grammar and spelling

spark/common/src/main/java/org/apache/sedona/core/enums/JoinSparitionDominantSide.java → spark/common/src/main/java/org/apache/sedona/core/enums/JoinSpartitionDominantSide.java

@@ -18,13 +18,13 @@
  */
 package org.apache.sedona.core.enums;
 
-public enum JoinSparitionDominantSide {
+public enum JoinSpartitionDominantSide {
   LEFT,
   RIGHT,
   NONE;
 
-  public static JoinSparitionDominantSide getJoinSparitionDominantSide(String str) {
-    for (JoinSparitionDominantSide me : JoinSparitionDominantSide.values()) {
+  public static JoinSpartitionDominantSide getJoinSpartitionDominantSide(String str) {
+    for (JoinSpartitionDominantSide me : JoinSpartitionDominantSide.values()) {
       if (me.name().equalsIgnoreCase(str)) {
         return me;
       }

spark/common/src/main/java/org/apache/sedona/core/formatMapper/shapefileParser/shapes/CombineShapeReader.java

@@ -32,7 +32,7 @@
 
 public class CombineShapeReader extends RecordReader<ShapeKey, PrimitiveShape> {
 
-  /** dubug logger */
+  /** debug logger */
   private static final Logger logger = LoggerFactory.getLogger(CombineShapeReader.class);
   /** suffix of attribute file */
   private static final String DBF_SUFFIX = "dbf";

spark/common/src/main/java/org/apache/sedona/core/formatMapper/shapefileParser/shapes/ShapeFileReader.java

@@ -42,7 +42,7 @@ public class ShapeFileReader extends RecordReader<ShapeKey, ShpRecord> {
   /** Iterator of indexes of records */
   private int[] indexes;
 
-  /** whether use index, true when using indexes */
+  /** whether to use index, true when using indexes */
   private boolean useIndex = false;
 
   /** current index id */

spark/common/src/main/java/org/apache/sedona/core/spatialPartitioning/QuadTreeRTPartitioning.java

@@ -37,7 +37,7 @@
  * containing all necessary points for accurate kNN results. The final union of local join results
  * provides the complete kNN join result for the datasets R and S.
  *
- * <p>It generates List<List<Integer>> expandedParitionedBoundaries based on the quad tree.
+ * <p>It generates List<List<Integer>> expandedPartitionedBoundaries based on the quad tree.
  */
 public class QuadTreeRTPartitioning extends QuadtreePartitioning {
   static final Logger log = Logger.getLogger(QuadTreeRTPartitioning.class);

spark/common/src/main/java/org/apache/sedona/core/utils/SedonaConf.java

@@ -23,7 +23,7 @@
 import org.apache.sedona.core.enums.GridType;
 import org.apache.sedona.core.enums.IndexType;
 import org.apache.sedona.core.enums.JoinBuildSide;
-import org.apache.sedona.core.enums.JoinSparitionDominantSide;
+import org.apache.sedona.core.enums.JoinSpartitionDominantSide;
 import org.apache.sedona.core.enums.SpatialJoinOptimizationMode;
 import org.apache.spark.sql.RuntimeConfig;
 import org.apache.spark.sql.SparkSession;
@@ -40,7 +40,7 @@ public class SedonaConf implements Serializable {
 
   // Parameters for JoinQuery including RangeJoin and DistanceJoin
 
-  private JoinSparitionDominantSide joinSparitionDominantSide;
+  private JoinSpartitionDominantSide joinSpartitionDominantSide;
 
   private JoinBuildSide joinBuildSide;
 
@@ -80,8 +80,8 @@ public SedonaConf(RuntimeConfig runtimeConfig) {
         GridType.getGridType(getConfigValue(runtimeConfig, "join.gridtype", "kdbtree"));
     this.joinBuildSide =
         JoinBuildSide.getBuildSide(getConfigValue(runtimeConfig, "join.indexbuildside", "left"));
-    this.joinSparitionDominantSide =
-        JoinSparitionDominantSide.getJoinSparitionDominantSide(
+    this.joinSpartitionDominantSide =
+        JoinSpartitionDominantSide.getJoinSpartitionDominantSide(
             getConfigValue(runtimeConfig, "join.spatitionside", "left"));
     this.fallbackPartitionNum =
         Integer.parseInt(getConfigValue(runtimeConfig, "join.numpartition", "-1"));
@@ -137,8 +137,8 @@ public GridType getJoinGridType() {
     return joinGridType;
   }
 
-  public JoinSparitionDominantSide getJoinSparitionDominantSide() {
-    return joinSparitionDominantSide;
+  public JoinSpartitionDominantSide getJoinSpartitionDominantSide() {
+    return joinSpartitionDominantSide;
   }
 
   public int getFallbackPartitionNum() {

spark/common/src/main/java/org/apache/sedona/viz/core/ImageGenerator.java

@@ -342,7 +342,7 @@ public boolean SaveRasterImageAsS3File(
   public boolean SaveVectorImageAsLocalFile(
       JavaPairRDD<Integer, String> distributedImage, String outputPath, ImageType imageType)
       throws Exception {
-    logger.info("[Sedona-Viz][SaveVectormageAsLocalFile][Start]");
+    logger.info("[Sedona-Viz][SaveVectorImageAsLocalFile][Start]");
     JavaRDD<String> distributedVectorImageNoKey =
         distributedImage.map(
             new Function<Tuple2<Integer, String>, String>() {
@@ -353,7 +353,7 @@ public String call(Tuple2<Integer, String> vectorObject) throws Exception {
               }
             });
     this.SaveVectorImageAsLocalFile(distributedVectorImageNoKey.collect(), outputPath, imageType);
-    logger.info("[Sedona-Viz][SaveVectormageAsLocalFile][Stop]");
+    logger.info("[Sedona-Viz][SaveVectorImageAsLocalFile][Stop]");
     return true;
   }
 

spark/common/src/main/java/org/apache/sedona/viz/core/VisualizationOperator.java

@@ -168,7 +168,7 @@ public abstract class VisualizationOperator implements Serializable {
   protected int partitionIntervalY;
 
   /*
-   * Parameter tells whether do photo filter in parallel and do rendering in parallel
+   * Parameter tells whether to do photo filter in parallel and do rendering in parallel
    */
   /** The has been spatial partitioned. */
   protected boolean hasBeenSpatialPartitioned = false;

spark/common/src/main/java/org/apache/sedona/viz/extension/imageGenerator/SedonaVizImageGenerator.java

@@ -261,7 +261,7 @@ public class SedonaVizImageGenerator extends ImageGenerator {
   // String outputPath, ImageType imageType)
   //            throws Exception
   //    {
-  //        logger.info("[Sedona-VizViz][SaveVectormageAsLocalFile][Start]");
+  //        logger.info("[Sedona-VizViz][SaveVectorImageAsLocalFile][Start]");
   //        JavaRDD<String> distributedVectorImageNoKey = distributedImage.map(new
   // Function<Tuple2<Integer, String>, String>()
   //        {
@@ -275,7 +275,7 @@ public class SedonaVizImageGenerator extends ImageGenerator {
   //        });
   //        this.SaveVectorImageAsLocalFile(distributedVectorImageNoKey.collect(), outputPath,
   // imageType);
-  //        logger.info("[Sedona-VizViz][SaveVectormageAsLocalFile][Stop]");
+  //        logger.info("[Sedona-VizViz][SaveVectorImageAsLocalFile][Stop]");
   //        return true;
   //    }
   //

spark/common/src/main/java/org/apache/sedona/viz/utils/RasterizationUtils.java

@@ -509,7 +509,7 @@ public static List<Tuple2<Pixel, Double>> FindPixelCoordinates(
           result.add(new Tuple2<Pixel, Double>(newPixel, 1.0));
         } catch (Exception e) {
           /*
-           * This spatial object is out of the given dataset boudanry. It is ignored here.
+           * This spatial object is out of the given dataset boundary. It is ignored here.
            */
         }
         eps += dy;
@@ -525,7 +525,7 @@ public static List<Tuple2<Pixel, Double>> FindPixelCoordinates(
           result.add(new Tuple2<Pixel, Double>(newPixel, 1.0));
         } catch (Exception e) {
           /*
-           * This spatial object is out of the given dataset boudanry. It is ignored here.
+           * This spatial object is out of the given dataset boundary. It is ignored here.
            */
         }
         eps += dx;

spark/common/src/main/scala/org/apache/spark/sql/sedona_sql/strategy/join/TraitJoinQueryExec.scala

@@ -18,7 +18,7 @@
  */
 package org.apache.spark.sql.sedona_sql.strategy.join
 
-import org.apache.sedona.core.enums.JoinSparitionDominantSide
+import org.apache.sedona.core.enums.JoinSpartitionDominantSide
 import org.apache.sedona.core.spatialOperator.{JoinQuery, SpatialPredicate}
 import org.apache.sedona.core.spatialOperator.JoinQuery.JoinParams
 import org.apache.sedona.core.utils.SedonaConf
@@ -56,7 +56,7 @@ trait TraitJoinQueryExec extends TraitJoinQueryBase {
     // Only do SpatialRDD analyze when the user doesn't know approximate total count of the spatial partitioning
     // dominant side rdd
     if (sedonaConf.getJoinApproximateTotalCount == -1) {
-      if (sedonaConf.getJoinSparitionDominantSide == JoinSparitionDominantSide.LEFT) {
+      if (sedonaConf.getJoinSpartitionDominantSide == JoinSpartitionDominantSide.LEFT) {
         leftShapes.analyze()
       } else {
         rightShapes.analyze()
@@ -67,7 +67,7 @@ trait TraitJoinQueryExec extends TraitJoinQueryBase {
 
     var numPartitions = -1
     try {
-      if (sedonaConf.getJoinSparitionDominantSide == JoinSparitionDominantSide.LEFT) {
+      if (sedonaConf.getJoinSpartitionDominantSide == JoinSpartitionDominantSide.LEFT) {
         if (sedonaConf.getFallbackPartitionNum != -1) {
           numPartitions = sedonaConf.getFallbackPartitionNum
         } else {
@@ -93,7 +93,7 @@ trait TraitJoinQueryExec extends TraitJoinQueryBase {
         print(e.getMessage)
         // Partition number are not qualified
         // Use fallback num partitions specified in SedonaConf
-        if (sedonaConf.getJoinSparitionDominantSide == JoinSparitionDominantSide.LEFT) {
+        if (sedonaConf.getJoinSpartitionDominantSide == JoinSpartitionDominantSide.LEFT) {
           numPartitions = sedonaConf.getFallbackPartitionNum
           doSpatialPartitioning(leftShapes, rightShapes, numPartitions, sedonaConf)
         } else {