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The following commit(s) were added to refs/heads/master by this push:
     new 2ea5355ef [DOCS] Fix spelling; Standardize code block languages (#1640)
2ea5355ef is described below

commit 2ea5355efd806e42654641a4485ee95f60e3596e
Author: John Bampton <[email protected]>
AuthorDate: Tue Oct 15 14:28:21 2024 +1000

    [DOCS] Fix spelling; Standardize code block languages (#1640)
    
    * [DOCS] Fix spelling
    
    * Fix more spelling; Standardize code block languages
---
 docs/api/flink/Function.md                 |   4 +-
 docs/api/snowflake/vector-data/Function.md | 158 ++++++++++++++---------------
 docs/api/sql/Function.md                   |   4 +-
 docs/api/sql/Raster-operators.md           |   4 +-
 docs/setup/emr.md                          |   2 +-
 docs/setup/glue.md                         |   2 +-
 6 files changed, 87 insertions(+), 87 deletions(-)

diff --git a/docs/api/flink/Function.md b/docs/api/flink/Function.md
index 2fcfaa8d0..6235dda6b 100644
--- a/docs/api/flink/Function.md
+++ b/docs/api/flink/Function.md
@@ -2344,7 +2344,7 @@ Since: `v1.6.1`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_Length2D(ST_GeomFromWKT('LINESTRING(38 16,38 50,65 50,66 16,38 16)'))
 ```
 
@@ -3483,7 +3483,7 @@ Since: `v1.6.0`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ShiftLongitude(ST_GeomFromText('LINESTRING(177 10, 179 10, -179 10, 
-177 10)'))
 ```
 
diff --git a/docs/api/snowflake/vector-data/Function.md 
b/docs/api/snowflake/vector-data/Function.md
index d171b478a..98edb498a 100644
--- a/docs/api/snowflake/vector-data/Function.md
+++ b/docs/api/snowflake/vector-data/Function.md
@@ -41,7 +41,7 @@ Format: `ST_3DDistance (A:geometry, B:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_3DDistance(polygondf.countyshape, polygondf.countyshape)
 FROM polygondf
 ```
@@ -56,7 +56,7 @@ Format: `ST_AddPoint(geom: geometry, point: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AddPoint(ST_GeomFromText('LINESTRING(0 0, 1 1, 1 0)'), 
ST_GeomFromText('Point(21 52)'), 1)
 
 SELECT ST_AddPoint(ST_GeomFromText('Linestring(0 0, 1 1, 1 0)'), 
ST_GeomFromText('Point(21 52)'))
@@ -198,7 +198,7 @@ Format: `ST_Area (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Area(polygondf.countyshape)
 FROM polygondf
 ```
@@ -227,7 +227,7 @@ Format: `ST_AsBinary (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsBinary(polygondf.countyshape)
 FROM polygondf
 ```
@@ -244,7 +244,7 @@ Format: `ST_AsEWKB (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsEWKB(polygondf.countyshape)
 FROM polygondf
 ```
@@ -261,7 +261,7 @@ Format: `ST_AsEWKT (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsEWKT(polygondf.countyshape)
 FROM polygondf
 ```
@@ -355,7 +355,7 @@ Format: `ST_AsGML (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsGML(polygondf.countyshape)
 FROM polygondf
 ```
@@ -398,7 +398,7 @@ Format: `ST_AsKML (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsKML(polygondf.countyshape)
 FROM polygondf
 ```
@@ -411,7 +411,7 @@ Format: `ST_AsText (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_AsText(polygondf.countyshape)
 FROM polygondf
 ```
@@ -424,7 +424,7 @@ Format: `ST_Azimuth(pointA: Point, pointB: Point)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Azimuth(ST_POINT(0.0, 25.0), ST_POINT(0.0, 0.0))
 ```
 
@@ -466,7 +466,7 @@ Format: `ST_Boundary(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Boundary(ST_GeomFromText('POLYGON((1 1,0 0, -1 1, 1 1))'))
 ```
 
@@ -583,7 +583,7 @@ Format: `ST_BuildArea (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_BuildArea(
     ST_GeomFromText('MULTILINESTRING((0 0, 20 0, 20 20, 0 20, 0 0),(2 2, 18 2, 
18 18, 2 18, 2 2))')
 ) AS geom
@@ -608,7 +608,7 @@ Format: `ST_Centroid (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Centroid(polygondf.countyshape)
 FROM polygondf
 ```
@@ -657,7 +657,7 @@ Format
 
 Example:
 
-```SQL
+```sql
 WITH src_tbl AS (
     SELECT sedona.ST_GeomFromText('POINT (40 10)') AS geom
     UNION
@@ -692,7 +692,7 @@ Format: `ST_CollectionExtract (A:geometry, type:Int)`
 
 Example:
 
-```SQL
+```sql
 WITH test_data as (
     ST_GeomFromText(
         'GEOMETRYCOLLECTION(POINT(40 10), POLYGON((0 0, 0 5, 5 5, 5 0, 0 0)))'
@@ -723,7 +723,7 @@ Format: `ST_ConcaveHull (A:geometry, pctConvex:float, 
allowHoles:Boolean)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ConcaveHull(polygondf.countyshape, pctConvex)`
 FROM polygondf
 ```
@@ -736,7 +736,7 @@ Format: `ST_ConvexHull (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ConvexHull(polygondf.countyshape)
 FROM polygondf
 ```
@@ -857,7 +857,7 @@ Format: `ST_Difference (A:geometry, B:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_Difference(ST_GeomFromWKT('POLYGON ((-3 -3, 3 -3, 3 3, -3 3, -3 
-3))'), ST_GeomFromWKT('POLYGON ((0 -4, 4 -4, 4 4, 0 4, 0 -4))'))
 ```
 
@@ -893,7 +893,7 @@ Format: `ST_Distance (A:geometry, B:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Distance(polygondf.countyshape, polygondf.countyshape)
 FROM polygondf
 ```
@@ -946,7 +946,7 @@ Format: `ST_Dump(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT sedona.ST_AsText(geom)
 FROM table(sedona.ST_Dump(sedona.ST_GeomFromText('MULTIPOINT ((10 40), (40 
30), (20 20), (30 10))')));
 ```
@@ -968,7 +968,7 @@ Format: `ST_DumpPoints(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_DumpPoints(ST_GeomFromText('LINESTRING (0 0, 1 1, 1 0)'))
 ```
 
@@ -982,7 +982,7 @@ Format: `ST_EndPoint(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_EndPoint(ST_GeomFromText('LINESTRING(100 150,50 60, 70 80, 160 
170)'))
 ```
 
@@ -996,7 +996,7 @@ Format: `ST_Envelope (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Envelope(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1046,7 +1046,7 @@ Format: `ST_ExteriorRing(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ExteriorRing(ST_GeomFromText('POLYGON((0 0 1, 1 1 1, 1 2 1, 1 1 1, 0 
0 1))'))
 ```
 
@@ -1060,7 +1060,7 @@ Format: `ST_FlipCoordinates(A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_FlipCoordinates(df.geometry)
 FROM df
 ```
@@ -1077,7 +1077,7 @@ Format: `ST_Force_2D (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_AsText(
     ST_Force_2D(ST_GeomFromText('POLYGON((0 0 2,0 5 2,5 0 2,0 0 2),(1 1 2,3 1 
2,1 3 2,1 1 2))'))
 ) AS geom
@@ -1305,7 +1305,7 @@ Example:
 
 Query:
 
-```SQL
+```sql
 SELECT ST_GeoHash(ST_GeomFromText('POINT(21.427834 52.042576573)'), 5) AS 
geohash
 ```
 
@@ -1357,7 +1357,7 @@ Format: `ST_GeometryN(geom: geometry, n: Int)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_GeometryN(ST_GeomFromText('MULTIPOINT((1 2), (3 4), (5 6), (8 9))'), 
1)
 ```
 
@@ -1371,7 +1371,7 @@ Format: `ST_GeometryType (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_GeometryType(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1446,7 +1446,7 @@ Format: `ST_InteriorRingN(geom: geometry, n: Int)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_InteriorRingN(ST_GeomFromText('POLYGON((0 0, 0 5, 5 5, 5 0, 0 0), (1 
1, 2 1, 2 2, 1 2, 1 1), (1 3, 2 3, 2 4, 1 4, 1 3), (3 3, 4 3, 4 4, 3 4, 3 
3))'), 0)
 ```
 
@@ -1460,7 +1460,7 @@ Format: `ST_Intersection (A:geometry, B:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Intersection(polygondf.countyshape, polygondf.countyshape)
 FROM polygondf
 ```
@@ -1473,7 +1473,7 @@ Format: `ST_IsClosed(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_IsClosed(ST_GeomFromText('LINESTRING(0 0, 1 1, 1 0)'))
 ```
 
@@ -1521,7 +1521,7 @@ Format: `ST_IsEmpty (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_IsEmpty(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1570,7 +1570,7 @@ Format: `ST_IsRing(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_IsRing(ST_GeomFromText('LINESTRING(0 0, 0 1, 1 1, 1 0, 0 0)'))
 ```
 
@@ -1584,7 +1584,7 @@ Format: `ST_IsSimple (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_IsSimple(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1710,7 +1710,7 @@ Format: ST_Length (A:geometry)
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Length(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1723,7 +1723,7 @@ Format: ST_Length2D (A:geometry)
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Length2D(polygondf.countyshape)
 FROM polygondf
 ```
@@ -1752,7 +1752,7 @@ Format: `ST_LineFromMultiPoint (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_AsText(
     ST_LineFromMultiPoint(ST_GeomFromText('MULTIPOINT((10 40), (40 30), (20 
20), (30 10))'))
 ) AS geom
@@ -1776,7 +1776,7 @@ Format: `ST_LineInterpolatePoint (geom: geometry, 
fraction: Double)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_LineInterpolatePoint(ST_GeomFromWKT('LINESTRING(25 50, 100 125, 150 
190)'), 0.2) as Interpolated
 ```
 
@@ -1817,7 +1817,7 @@ Introduction: Returns a LineString formed by sewing 
together the constituent lin
 
 Format: `ST_LineMerge (A:geometry)`
 
-```SQL
+```sql
 SELECT ST_LineMerge(geometry)
 FROM df
 ```
@@ -1830,7 +1830,7 @@ Format: `ST_LineSubstring (geom: geometry, startfraction: 
Double, endfraction: D
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_LineSubstring(ST_GeomFromWKT('LINESTRING(25 50, 100 125, 150 190)'), 
0.333, 0.666) as Substring
 ```
 
@@ -1909,7 +1909,7 @@ Example:
 
 Query:
 
-```SQL
+```sql
 SELECT
     ST_MakePolygon(
         ST_GeomFromText('LINESTRING(7 -1, 7 6, 9 6, 9 1, 7 -1)'),
@@ -1941,7 +1941,7 @@ Format: `ST_MakeValid (A:geometry, keepCollapsed:Boolean)`
 
 SQL example:
 
-```SQL
+```sql
 WITH linestring AS (
     SELECT ST_GeomFromWKT('LINESTRING(1 1, 1 1)') AS geom
 ) SELECT ST_MakeValid(geom), ST_MakeValid(geom, true) FROM linestring
@@ -2071,7 +2071,7 @@ Format: `ST_MinimumBoundingCircle(geom: geometry, 
[Optional] quadrantSegments:in
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_MinimumBoundingCircle(ST_GeomFromText('POLYGON((1 1,0 0, -1 1, 1 
1))'))
 ```
 
@@ -2083,7 +2083,7 @@ Format: `ST_MinimumBoundingRadius(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT sedona.ST_AsText(center), radius
 FROM table(sedona.ST_MinimumBoundingRadius(sedona.ST_GeomFromText('POLYGON ((0 
0, 0 1, 1 1, 1 0, 0 0))')))
 ```
@@ -2105,7 +2105,7 @@ Format
 
 Example:
 
-```SQL
+```sql
 SELECT ST_Multi(
     ST_GeomFromText('POINT(1 1)')
 ) AS geom
@@ -2127,9 +2127,9 @@ Introduction: Returns the coordinate dimension of the 
geometry.
 
 Format: `ST_NDims(geom: geometry)`
 
-SQL example with z co-rodinate:
+SQL example with z coordinate:
 
-```SQL
+```sql
 SELECT ST_NDims(ST_GeomFromEWKT('POINT(1 1 2)'))
 ```
 
@@ -2137,7 +2137,7 @@ Output: `3`
 
 SQL example with x,y coordinate:
 
-```SQL
+```sql
 SELECT ST_NDims(ST_GeomFromText('POINT(1 1)'))
 ```
 
@@ -2153,7 +2153,7 @@ Format
 
 Example:
 
-```SQL
+```sql
 SELECT ST_AsEWKT(ST_Normalize(ST_GeomFromWKT('POLYGON((0 1, 1 1, 1 0, 0 0, 0 
1))'))) AS geom
 ```
 
@@ -2173,7 +2173,7 @@ Introduction: Return points of the geometry
 
 Format: `ST_NPoints (A:geometry)`
 
-```SQL
+```sql
 SELECT ST_NPoints(polygondf.countyshape)
 FROM polygondf
 ```
@@ -2212,7 +2212,7 @@ Introduction: Returns the number of Geometries. If 
geometry is a GEOMETRYCOLLECT
 
 Format: `ST_NumGeometries (A:geometry)`
 
-```SQL
+```sql
 SELECT ST_NumGeometries(df.geometry)
 FROM df
 ```
@@ -2243,7 +2243,7 @@ Format: `ST_NumInteriorRings(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_NumInteriorRings(ST_GeomFromText('POLYGON ((0 0, 0 5, 5 5, 5 0, 0 
0), (1 1, 2 1, 2 2, 1 2, 1 1))'))
 ```
 
@@ -2286,7 +2286,7 @@ Format: `ST_PointN(geom: geometry, n: integer)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_PointN(ST_GeomFromText('LINESTRING(0 0, 1 2, 2 4, 3 6)'), 2) AS geom
 ```
 
@@ -2459,7 +2459,7 @@ Format: `ST_RemovePoint(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_RemovePoint(ST_GeomFromText('LINESTRING(0 0, 1 1, 1 0)'), 1)
 ```
 
@@ -2540,7 +2540,7 @@ Format: `ST_Reverse (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_AsText(
     ST_Reverse(ST_GeomFromText('LINESTRING(0 0, 1 2, 2 4, 3 6)'))
 ) AS geom
@@ -2626,7 +2626,7 @@ Format: `ST_S2CellIDs(geom: geometry, level: Int)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_S2CellIDs(ST_GeomFromText('LINESTRING(1 3 4, 5 6 7)'), 6)
 ```
 
@@ -2648,7 +2648,7 @@ Format: `ST_SetPoint (linestring: geometry, index: 
integer, point: geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_SetPoint(ST_GeomFromText('LINESTRING (0 0, 0 1, 1 1)'), 2, 
ST_GeomFromText('POINT (1 0)')) AS geom
 ```
 
@@ -2670,7 +2670,7 @@ Format: `ST_SetSRID (A:geometry, srid: Integer)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_SetSRID(polygondf.countyshape, 3021)
 FROM polygondf
 ```
@@ -2688,7 +2688,7 @@ Since: `v1.6.0`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ShiftLongitude(ST_GeomFromText('LINESTRING(177 10, 179 10, -179 10, 
-177 10)'))
 ```
 
@@ -2774,7 +2774,7 @@ and with the components having the same topological 
relationship.
 
 Format: `ST_SimplifyPreserveTopology (A:geometry, distanceTolerance: Double)`
 
-```SQL
+```sql
 SELECT ST_SimplifyPreserveTopology(polygondf.countyshape, 10.0)
 FROM polygondf
 ```
@@ -2844,7 +2844,7 @@ Format: `ST_Split (input: geometry, blade: geometry)`
 
 SQL Example:
 
-```SQL
+```sql
 SELECT ST_Split(
     ST_GeomFromWKT('LINESTRING (0 0, 1.5 1.5, 2 2)'),
     ST_GeomFromWKT('MULTIPOINT (0.5 0.5, 1 1)'))
@@ -2860,7 +2860,7 @@ Format: `ST_SRID (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_SRID(polygondf.countyshape)
 FROM polygondf
 ```
@@ -2873,7 +2873,7 @@ Format: `ST_StartPoint(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_StartPoint(ST_GeomFromText('LINESTRING(100 150,50 60, 70 80, 160 
170)'))
 ```
 
@@ -2887,7 +2887,7 @@ Format: `ST_SubDivide(geom: geometry, maxVertices: int)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT 
Sedona.ST_AsText(Sedona.ST_SubDivide(Sedona.ST_GeomFromText('LINESTRING(0 0, 85 
85, 100 100, 120 120, 21 21, 10 10, 5 5)'), 5));
 
 ```
@@ -2910,7 +2910,7 @@ Example:
 
 Query:
 
-```SQL
+```sql
 SELECT Sedona.ST_AsText(GEOM)
 FROM table(Sedona.ST_SubDivideExplode(Sedona.ST_GeomFromText('LINESTRING(0 0, 
85 85, 100 100, 120 120, 21 21, 10 10, 5 5)'), 5));
 ```
@@ -2939,7 +2939,7 @@ Format: `ST_SymDifference (A:geometry, B:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_SymDifference(ST_GeomFromWKT('POLYGON ((-3 -3, 3 -3, 3 3, -3 3, -3 
-3))'), ST_GeomFromWKT('POLYGON ((-2 -3, 4 -3, 4 3, -2 3, -2 -3))'))
 ```
 
@@ -2966,14 +2966,14 @@ Format: `ST_Transform (A:geometry, SourceCRS:string, 
TargetCRS:string ,[Optional
 
 SQL example (simple):
 
-```SQL
+```sql
 SELECT ST_Transform(polygondf.countyshape, 'epsg:4326','epsg:3857')
 FROM polygondf
 ```
 
 SQL example (with optional parameters):
 
-```SQL
+```sql
 SELECT ST_Transform(polygondf.countyshape, 'epsg:4326','epsg:3857', false)
 FROM polygondf
 ```
@@ -3048,7 +3048,7 @@ Format: `ST_Union (A:geometry, B:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_Union(ST_GeomFromWKT('POLYGON ((-3 -3, 3 -3, 3 3, -3 3, -3 -3))'), 
ST_GeomFromWKT('POLYGON ((1 -2, 5 0, 1 2, 1 -2))'))
 ```
 
@@ -3090,7 +3090,7 @@ Format: `ST_X(pointA: Point)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_X(ST_POINT(0.0 25.0))
 ```
 
@@ -3104,7 +3104,7 @@ Format: `ST_XMax (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_XMax(df.geometry) AS xmax
 FROM df
 ```
@@ -3121,7 +3121,7 @@ Format: `ST_XMin (A:geometry)`
 
 Example:
 
-```SQL
+```sql
 SELECT ST_XMin(df.geometry) AS xmin
 FROM df
 ```
@@ -3138,7 +3138,7 @@ Format: `ST_Y(pointA: Point)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Y(ST_POINT(0.0 25.0))
 ```
 
@@ -3152,7 +3152,7 @@ Format: `ST_YMax (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_YMax(ST_GeomFromText('POLYGON((0 0 1, 1 1 1, 1 2 1, 1 1 1, 0 0 1))'))
 ```
 
@@ -3166,7 +3166,7 @@ Format: `ST_Y_Min (A:geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_YMin(ST_GeomFromText('POLYGON((0 0 1, 1 1 1, 1 2 1, 1 1 1, 0 0 1))'))
 ```
 
@@ -3180,7 +3180,7 @@ Format: `ST_Z(pointA: Point)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_Z(ST_POINT(0.0 25.0 11.0))
 ```
 
@@ -3194,7 +3194,7 @@ Format: `ST_ZMax(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ZMax(ST_GeomFromText('POLYGON((0 0 1, 1 1 1, 1 2 1, 1 1 1, 0 0 1))'))
 ```
 
@@ -3208,7 +3208,7 @@ Format: `ST_ZMin(geom: geometry)`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ZMin(ST_GeomFromText('LINESTRING(1 3 4, 5 6 7)'))
 ```
 
diff --git a/docs/api/sql/Function.md b/docs/api/sql/Function.md
index 6410112e3..9e0a74573 100644
--- a/docs/api/sql/Function.md
+++ b/docs/api/sql/Function.md
@@ -2389,7 +2389,7 @@ Since: `v1.6.1`
 
 SQL Example:
 
-```SQL
+```sql
 SELECT ST_Length2D(ST_GeomFromWKT('LINESTRING(38 16,38 50,65 50,66 16,38 16)'))
 ```
 
@@ -3563,7 +3563,7 @@ Since: `v1.6.0`
 
 SQL example:
 
-```SQL
+```sql
 SELECT ST_ShiftLongitude(ST_GeomFromText('LINESTRING(177 10, 179 10, -179 10, 
-177 10)'))
 ```
 
diff --git a/docs/api/sql/Raster-operators.md b/docs/api/sql/Raster-operators.md
index f1c0f757f..9467476f2 100644
--- a/docs/api/sql/Raster-operators.md
+++ b/docs/api/sql/Raster-operators.md
@@ -421,7 +421,7 @@ Output:
 SQL Example
 
 ```sql
-SELECT RS_GeoReferrence(ST_MakeEmptyRaster(1, 3, 4, 100.0, 200.0,2.0, -3.0, 
0.1, 0.2, 0), "GDAL")
+SELECT RS_GeoReference(ST_MakeEmptyRaster(1, 3, 4, 100.0, 200.0,2.0, -3.0, 
0.1, 0.2, 0), "GDAL")
 ```
 
 Output:
@@ -438,7 +438,7 @@ Output:
 SQL Example
 
 ```sql
-SELECT RS_GeoReferrence(ST_MakeEmptyRaster(1, 3, 4, 100.0, 200.0,2.0, -3.0, 
0.1, 0.2, 0), "ERSI")
+SELECT RS_GeoReference(ST_MakeEmptyRaster(1, 3, 4, 100.0, 200.0,2.0, -3.0, 
0.1, 0.2, 0), "ERSI")
 ```
 
 ```
diff --git a/docs/setup/emr.md b/docs/setup/emr.md
index ac1d1bb19..64c759869 100644
--- a/docs/setup/emr.md
+++ b/docs/setup/emr.md
@@ -51,7 +51,7 @@ When you create an EMR cluster, in the software 
configuration, add the following
 ```
 
 !!!note
-       If you use Sedona 1.3.1-incubating, please use 
`sedona-python-adpater-3.0_2.12` jar in the content above, instead of 
`sedona-spark-shaded-3.0_2.12`.
+       If you use Sedona 1.3.1-incubating, please use 
`sedona-python-adapter-3.0_2.12` jar in the content above, instead of 
`sedona-spark-shaded-3.0_2.12`.
 
 ## Verify installation
 
diff --git a/docs/setup/glue.md b/docs/setup/glue.md
index 09f038439..56545c1b2 100644
--- a/docs/setup/glue.md
+++ b/docs/setup/glue.md
@@ -15,7 +15,7 @@ Sedona Jar: [Maven 
Central](https://repo1.maven.org/maven2/org/apache/sedona/sed
 Geotools Jar: [Maven 
Central](https://repo1.maven.org/maven2/org/datasyslab/geotools-wrapper/{{ 
sedona.current_geotools }}/geotools-wrapper-{{ sedona.current_geotools }}.jar)
 
 !!!note
-    If you use Sedona 1.3.1-incubating, please use 
`sedona-python-adpater-3.0_2.12` jar in the content above, instead
+    If you use Sedona 1.3.1-incubating, please use 
`sedona-python-adapter-3.0_2.12` jar in the content above, instead
     of `sedona-spark-shaded-3.0_2.12`. Ensure you pick a version for Scala 
2.12 and Spark 3.0. The Spark 3.4 and Scala
     2.13 jars are not compatible with Glue 4.0.
 

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