-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathexecution_plans.txt
183 lines (140 loc) · 20.1 KB
/
execution_plans.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
PolygonContainsPoints
H3:
== Physical Plan ==
*(2) Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, point#6, point_id#7, lat#8, long#9, point_wkt#10]
+- BroadcastHashJoin [h3_index#34L], [h3_index#39L], Inner, BuildRight, **org.apache.spark.sql.sedona_sql.expressions.ST_Contains** , false
:- *(1) Filter isnotnull(h3_index#34L)
: +- Generate explode(h3_index#28), [zc_id#16, zc_shape#17, zc_shape_wkt#18], false, [h3_index#34L]
: +- Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** AS h3_index#28]
: +- Filter (((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** ))
AND isnotnull(zc_shape#17))
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0),
isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[5, bigint, true]),false), [id=#31]
+- Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#39L]
+- Filter (isnotnull(point#6) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0]))
+- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [isnotnull(point#6), isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])], Format: Parquet
, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(point)], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
SEDONA:
== Physical Plan ==
BroadcastIndexJoin zc_shape#17: geometry, RightSide, LeftSide, Inner, CONTAINS ST_CONTAINS(zc_shape#17, point#6)
:- *(1) Filter isnotnull(zc_shape#17)
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [isnotnull(zc_shape#17)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- SpatialIndex point#6: geometry, QUADTREE, false, false
+- *(2) Filter isnotnull(point#6)
+- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [isnotnull(point#6)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(point)], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
GeometryInsidePolygon
H3:
+- BroadcastHashJoin [h3_index#34L], [h3_index#44L], Inner, BuildRight, **org.apache.spark.sql.sedona_sql.expressions.ST_Contains** , false
:- *(1) Filter isnotnull(h3_index#34L)
: +- Generate explode(h3_index#28), [zc_id#16, zc_shape#17, zc_shape_wkt#18], false, [h3_index#34L]
: +- Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** AS h3_index#28]
: +- Filter (((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** )) AND isnotnull(zc_shape#17))
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0), isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[3, bigint, true]),false), [id=#31]
+- Project [bg_id#22, bg_shape#23, bg_shape_wkt#24, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#44L]
+- Filter (isnotnull(bg_shape#23) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0]))
+- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [isnotnull(bg_shape#23), isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** ..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(bg_shape)], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>
SEDONA:
BroadcastIndexJoin zc_shape#17: geometry, LeftSide, RightSide, Inner, CONTAINS ST_CONTAINS(zc_shape#17, bg_shape#23)
:- SpatialIndex bg_shape#23: geometry, QUADTREE, false, false
: +- *(1) Filter isnotnull(bg_shape#23)
: +- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [isnotnull(bg_shape#23)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(bg_shape)], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>
+- *(2) Filter isnotnull(zc_shape#17)
+- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [isnotnull(zc_shape#17)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
GEOMETRIES_INTERSECT_JOIN
H3:
== Physical Plan ==
SortAggregate(key=[zc_id#16, bg_id#22], functions=[first(h3_index#34L, false), first(zc_shape#17, false), first(zc_shape_wkt#18, false), first(bg_shape#23, false), first(bg_shape_wkt#24, false)])
+- *(4) Sort [zc_id#16 ASC NULLS FIRST, bg_id#22 ASC NULLS FIRST], false, 0
+- Exchange hashpartitioning(zc_id#16, bg_id#22, 200), ENSURE_REQUIREMENTS, [id=#69]
+- SortAggregate(key=[zc_id#16, bg_id#22], functions=[partial_first(h3_index#34L, false), partial_first(zc_shape#17, false), partial_first(zc_shape_wkt#18, false), partial_first(bg_shape#23, false), partial_first(bg_shape_wkt#24, false)])
+- *(3) Sort [zc_id#16 ASC NULLS FIRST, bg_id#22 ASC NULLS FIRST], false, 0
+- *(3) Project [h3_index#34L, zc_id#16, zc_shape#17, zc_shape_wkt#18, bg_id#22, bg_shape#23, bg_shape_wkt#24]
+- BroadcastHashJoin [h3_index#34L], [h3_index#51L], Inner, BuildRight, **org.apache.spark.sql.sedona_sql.expressions.ST_Intersects** , false
:- *(1) Filter isnotnull(h3_index#34L)
: +- Generate explode(h3_index#28), [zc_id#16, zc_shape#17, zc_shape_wkt#18], false, [h3_index#34L]
: +- Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** AS h3_index#28]
: +- Filter (((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** )) AND isnotnull(zc_shape#17))
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0), isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[3, bigint, false]),false), [id=#62]
+- *(2) Filter isnotnull(h3_index#51L)
+- Generate explode(h3_index#44), [bg_id#22, bg_shape#23, bg_shape_wkt#24], false, [h3_index#51L]
+- Project [bg_id#22, bg_shape#23, bg_shape_wkt#24, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** AS h3_index#44]
+- Filter (((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** )) AND isnotnull(bg_shape#23))
+- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0), isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(bg_shape)], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>
SEDONA:
BroadcastIndexJoin zc_shape#17: geometry, RightSide, RightSide, Inner, INTERSECTS ST_INTERSECTS(bg_shape#23, zc_shape#17)
:- *(1) Filter isnotnull(zc_shape#17)
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [isnotnull(zc_shape#17)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(zc_shape)], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- SpatialIndex bg_shape#23: geometry, QUADTREE, false, false
+- *(2) Filter isnotnull(bg_shape#23)
+- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [isnotnull(bg_shape#23)], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [IsNotNull(bg_shape)], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>
POINTS_IN_RANGE_FROM_POINTS
H3:
== Physical Plan ==
*(2) Project [h3_index#40L, point#6, point_id#7, lat#8, long#9, point_wkt#10, point2#28, point_id2#29]
+- BroadcastHashJoin [h3_index#40L], [h3_index#47L], Inner, BuildRight, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 1000.0), false
:- *(1) Filter isnotnull(h3_index#40L)
: +- Generate explode( **org.apache.spark.sql.sedona_sql.expressions.ST_H3KRing** ), [point#6, point_id#7, lat#8, long#9, point_wkt#10], false, [h3_index#40L]
: +- Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#32L]
: +- Filter ((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3KRing** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3KRing** ))
: +- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3KRing** , true) > 0), isnotnull( **or..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[2, bigint, true]),false), [id=#31]
+- Project [point#6 AS point2#28, point_id#7 AS point_id2#29, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#47L]
+- Filter isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])
+- FileScan parquet [point#6,point_id#7] Batched: false, DataFilters: [isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string>
SEDONA:
== Physical Plan ==
*(1) Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, point2#28, point_id2#29]
+- BroadcastIndexJoin meter_point#88: geometry, RightSide, LeftSide, Inner, INTERSECTS, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 1000.0) ST_INTERSECTS(meter_point#88, meter_point2#95)
:- Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_point#88]
: +- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
+- SpatialIndex meter_point2#95: geometry, QUADTREE, false, false, 1000.0
+- Project [point#6 AS point2#28, point_id#7 AS point_id2#29, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_point2#95]
+- FileScan parquet [point#6,point_id#7] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string>
POINTS_IN_RANGE_FROM_POLYGON
H3:
*(2) Project [h3_index#46L, zc_id#16, zc_shape#17, zc_shape_wkt#18, point#6, point_id#7, lat#8, long#9, point_wkt#10]
+- BroadcastHashJoin [h3_index#46L], [h3_index#58L], Inner, BuildRight, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 10000.0), false
:- *(1) Filter isnotnull(h3_index#46L)
: +- Generate explode( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** ), [zc_id#16, zc_shape#17, zc_shape_wkt#18, meter_zc_shape#28], false, [h3_index#46L]
: +- Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_zc_shape#28, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS buffer_zc_shape#39]
: +- Filter ((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** ))
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0), isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[5, bigint, true]),false), [id=#31]
+- Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#58L, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_point#65]
+- Filter isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])
+- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
SEDONA:
== Physical Plan ==
*(1) Project [zc_id#16, zc_shape#93, zc_shape_wkt#18, point#6, point_id#7, lat#8, long#9, point_wkt#10]
+- BroadcastIndexJoin meter_zc_shape#97: geometry, RightSide, LeftSide, Inner, INTERSECTS, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 10000.0) ST_INTERSECTS(meter_zc_shape#97, meter_point#102)
:- Project [zc_id#16, **org.apache.spark.sql.sedona_sql.expressions.ST_SimplifyPreserveTopology** AS zc_shape#93, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_zc_shape#97]
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- SpatialIndex meter_point#102: geometry, QUADTREE, false, false, 10000.0
+- Project [point#6, point_id#7, lat#8, long#9, point_wkt#10, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_point#102]
+- FileScan parquet [point#6,point_id#7,lat#8,long#9,point_wkt#10] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/POI_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<point:binary,point_id:string,lat:double,long:double,point_wkt:string>
POLYGONS_IN_RANGE_FROM_POLYGON
H3:
== Physical Plan ==
*(2) Project [h3_index#53L, zc_id#16, zc_shape#17, zc_shape_wkt#18, bg_id#22, bg_shape#23, bg_shape_wkt#24]
+- BroadcastHashJoin [h3_index#53L], [h3_index#70L], Inner, BuildRight, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 5000.0), false
:- *(1) Filter isnotnull(h3_index#53L)
: +- Generate explode(h3_index#45), [zc_id#16, zc_shape#17, zc_shape_wkt#18, meter_zc_shape#28], false, [h3_index#53L]
: +- Project [zc_id#16, zc_shape#17, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_zc_shape#28, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** AS h3_index#45]
: +- Filter ((size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0) AND isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** ))
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [(size( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** , true) > 0), isnotnull( **..., Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- BroadcastExchange HashedRelationBroadcastMode(List(input[3, bigint, true]),false), [id=#31]
+- Project [bg_id#22, bg_shape#23, bg_shape_wkt#24, **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0] AS h3_index#70L, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_bg_shape#80]
+- Filter isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])
+- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [isnotnull( **org.apache.spark.sql.sedona_sql.expressions.ST_H3CellIDs** [0])], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>
SEDONA:
== Physical Plan ==
*(1) Project [zc_id#16, zc_shape#102, zc_shape_wkt#18, bg_id#22, bg_shape#23, bg_shape_wkt#24]
+- BroadcastIndexJoin meter_zc_shape#106: geometry, RightSide, LeftSide, Inner, INTERSECTS, ( **org.apache.spark.sql.sedona_sql.expressions.ST_Distance** <= 5000.0) ST_INTERSECTS(meter_zc_shape#106, meter_bg_shape#111)
:- Project [zc_id#16, **org.apache.spark.sql.sedona_sql.expressions.ST_SimplifyPreserveTopology** AS zc_shape#102, zc_shape_wkt#18, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_zc_shape#106]
: +- FileScan parquet [zc_id#16,zc_shape#17,zc_shape_wkt#18] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/ZIP_CODE_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<zc_id:string,zc_shape:binary,zc_shape_wkt:string>
+- SpatialIndex meter_bg_shape#111: geometry, QUADTREE, false, false, 5000.0
+- Project [bg_id#22, bg_shape#23, bg_shape_wkt#24, **org.apache.spark.sql.sedona_sql.expressions.ST_Transform** AS meter_bg_shape#111]
+- FileScan parquet [bg_id#22,bg_shape#23,bg_shape_wkt#24] Batched: false, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[file:/C:/projects/h3xwrapper/data/BLOCK_GROUP_SHAPES_TEST], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<bg_id:string,bg_shape:binary,bg_shape_wkt:string>