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co.cask.hydrator.plugin.JSONParser Maven / Gradle / Ivy
/*
* Copyright © 2015 Cask Data, Inc.
*
* 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 co.cask.hydrator.plugin;
import co.cask.cdap.api.annotation.Description;
import co.cask.cdap.api.annotation.Name;
import co.cask.cdap.api.annotation.Plugin;
import co.cask.cdap.api.data.format.StructuredRecord;
import co.cask.cdap.api.data.schema.Schema;
import co.cask.cdap.api.plugin.PluginConfig;
import co.cask.cdap.etl.api.Emitter;
import co.cask.cdap.etl.api.PipelineConfigurer;
import co.cask.cdap.etl.api.Transform;
import co.cask.cdap.etl.api.TransformContext;
import co.cask.cdap.format.StructuredRecordStringConverter;
import java.io.IOException;
/**
* Transform parses a JSON Object into {@link StructuredRecord}.
*/
@Plugin(type = "transform")
@Name("JSONParser")
@Description("Parses JSON Object into a Structured Record.")
public final class JSONParser extends Transform {
private final Config config;
// Output Schema that specifies the fileds of JSON object.
private Schema outSchema;
// Mainly used for testing.
public JSONParser(Config config) {
this.config = config;
}
@Override
public void configurePipeline(PipelineConfigurer pipelineConfigurer) throws IllegalArgumentException {
super.configurePipeline(pipelineConfigurer);
try {
Schema outputSchema = Schema.parseJson(config.schema);
pipelineConfigurer.getStageConfigurer().setOutputSchema(outputSchema);
} catch (IOException e) {
throw new IllegalArgumentException("Output Schema specified is not a valid JSON. Please check the Schema JSON");
}
Schema inputSchema = pipelineConfigurer.getStageConfigurer().getInputSchema();
if (inputSchema != null && inputSchema.getField(config.field) == null) {
throw new IllegalArgumentException(String.format("Field %s is not present in input schema", config.field));
}
}
@Override
public void initialize(TransformContext context) throws Exception {
super.initialize(context);
try {
outSchema = Schema.parseJson(config.schema);
} catch (IOException e) {
throw new IllegalArgumentException("Output Schema specified is not a valid JSON. Please check the Schema JSON");
}
}
@Override
public void transform(StructuredRecord input, Emitter emitter) throws Exception {
emitter.emit(StructuredRecordStringConverter.fromJsonString((String) input.get(config.field), outSchema));
}
/**
* JSONParser Plugin Config.
*/
public static class Config extends PluginConfig {
@Name("field")
@Description("Input Field")
private String field;
@Name("schema")
@Description("Output schema")
private String schema;
public Config(String field, String schema) {
this.field = field;
this.schema = schema;
}
}
}
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