python/tests/spatial_operator/test_rectangle_range.py

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import os

from tests import tests_resource
from tests.test_base import TestBase

from sedona.spark.core.enums import FileDataSplitter, IndexType
from sedona.spark.core.geom.envelope import Envelope
from sedona.spark.core.spatialOperator import RangeQuery
from sedona.spark.core.SpatialRDD import RectangleRDD

inputLocation = os.path.join(tests_resource, "zcta510-small.csv")
queryWindowSet = os.path.join(tests_resource, "zcta510-small.csv")
offset = 0
splitter = FileDataSplitter.CSV
gridType = "rtree"
indexType = "rtree"
numPartitions = 11
distance = 0.001
queryPolygonSet = os.path.join(tests_resource, "primaryroads-polygon.csv")
inputCount = 3000
inputBoundary = Envelope(-171.090042, 145.830505, -14.373765, 49.00127)
matchCount = 17599
matchWithOriginalDuplicatesCount = 17738


class TestRectangleRange(TestBase):
    query_envelope = Envelope(-90.01, -80.01, 30.01, 40.01)
    loop_times = 1

    def test_spatial_range_query(self):
        spatial_rdd = RectangleRDD(self.sc, inputLocation, offset, splitter, True)

        for i in range(self.loop_times):
            result_size = RangeQuery.SpatialRangeQuery(
                spatial_rdd, self.query_envelope, False, False
            ).count()
            assert result_size == 193

        assert (
            RangeQuery.SpatialRangeQuery(spatial_rdd, self.query_envelope, False, False)
            .take(10)[1]
            .getUserData()
            is not None
        )

    def test_spatial_range_query_using_index(self):
        spatial_rdd = RectangleRDD(self.sc, inputLocation, offset, splitter, True)

        spatial_rdd.buildIndex(IndexType.RTREE, False)
        for i in range(self.loop_times):
            result_size = RangeQuery.SpatialRangeQuery(
                spatial_rdd, self.query_envelope, False, True
            ).count()
            assert result_size == 193

        assert (
            RangeQuery.SpatialRangeQuery(spatial_rdd, self.query_envelope, False, True)
            .take(10)[1]
            .getUserData()
            is not None
        )