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Geospatial extension for Apache Spark
/*
* FILE: GeoJsonReader
* Copyright (c) 2015 - 2019 GeoSpark Development Team
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.datasyslab.geospark.formatMapper;
import com.vividsolutions.jts.geom.Geometry;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.datasyslab.geospark.enums.FileDataSplitter;
import org.datasyslab.geospark.spatialRDD.SpatialRDD;
public class GeoJsonReader extends RddReader
{
/**
* Read a SpatialRDD from a file.
* @param sc
* @param inputPath
* @return
*/
public static SpatialRDD readToGeometryRDD(JavaSparkContext sc, String inputPath) {
return readToGeometryRDD(sc, inputPath, true, false);
}
/**
* Read a SpatialRDD from a file.
* @param sc
* @param inputPath
* @param allowInvalidGeometries whether allows topology-invalid geometries exist in the generated RDD
* @param skipSyntacticallyInvalidGeometries whether allows GeoSpark to automatically skip syntax-invalid geometries, rather than throw errors
* @return
*/
public static SpatialRDD readToGeometryRDD(JavaSparkContext sc, String inputPath, boolean allowInvalidGeometries, boolean skipSyntacticallyInvalidGeometries) {
JavaRDD rawTextRDD = sc.textFile(inputPath);
FormatMapper formatMapper = new FormatMapper(FileDataSplitter.GEOJSON, true);
formatMapper.allowTopologicallyInvalidGeometries = allowInvalidGeometries;
formatMapper.skipSyntacticallyInvalidGeometries = skipSyntacticallyInvalidGeometries;
return createSpatialRDD(rawTextRDD, formatMapper);
}
/**
* Read a SpatialRDD from a string type rdd.
* @param rawTextRDD a string type RDD
* @return
*/
public static SpatialRDD readToGeometryRDD(JavaRDD rawTextRDD) {
return readToGeometryRDD(rawTextRDD, true, false);
}
/**
* Read a SpatialRDD from a string type rdd.
* @param rawTextRDD a string type RDD
* @param allowInvalidGeometries whether allows topology-invalid geometries exist in the generated RDD
* @param skipSyntacticallyInvalidGeometries whether allows GeoSpark to automatically skip syntax-invalid geometries, rather than throw errors
* @return
*/
public static SpatialRDD readToGeometryRDD(JavaRDD rawTextRDD, boolean allowInvalidGeometries, boolean skipSyntacticallyInvalidGeometries) {
FormatMapper formatMapper = new FormatMapper(FileDataSplitter.GEOJSON, true);
formatMapper.allowTopologicallyInvalidGeometries = allowInvalidGeometries;
formatMapper.skipSyntacticallyInvalidGeometries = skipSyntacticallyInvalidGeometries;
return createSpatialRDD(rawTextRDD, formatMapper);
}
}
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