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co.cask.directives.parser.JsPath Maven / Gradle / Ivy
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/*
* Copyright © 2017 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.directives.parser;
import co.cask.cdap.api.annotation.Description;
import co.cask.cdap.api.annotation.Name;
import co.cask.cdap.api.annotation.Plugin;
import co.cask.wrangler.api.Arguments;
import co.cask.wrangler.api.Directive;
import co.cask.wrangler.api.DirectiveExecutionException;
import co.cask.wrangler.api.DirectiveParseException;
import co.cask.wrangler.api.ExecutorContext;
import co.cask.wrangler.api.Row;
import co.cask.wrangler.api.annotations.Categories;
import co.cask.wrangler.api.parser.ColumnName;
import co.cask.wrangler.api.parser.Text;
import co.cask.wrangler.api.parser.TokenType;
import co.cask.wrangler.api.parser.UsageDefinition;
import com.google.gson.JsonArray;
import com.google.gson.JsonElement;
import com.google.gson.JsonObject;
import com.jayway.jsonpath.Configuration;
import com.jayway.jsonpath.JsonPath;
import com.jayway.jsonpath.ParseContext;
import com.jayway.jsonpath.spi.json.GsonJsonProvider;
import com.jayway.jsonpath.spi.mapper.GsonMappingProvider;
import java.util.ArrayList;
import java.util.List;
/**
* A Json Path Extractor Stage for parsing the {@link Row} provided based on configuration.
*/
@Plugin(type = Directive.Type)
@Name("json-path")
@Categories(categories = { "parser", "json"})
@Description("Parses JSON elements using a DSL (a JSON path expression).")
public class JsPath implements Directive {
public static final String NAME = "json-path";
private String src;
private String dest;
private String path;
private ParseContext parser;
public static final Configuration GSON_CONFIGURATION = Configuration
.builder()
.mappingProvider(new GsonMappingProvider())
.jsonProvider(new GsonJsonProvider())
.build();
@Override
public UsageDefinition define() {
UsageDefinition.Builder builder = UsageDefinition.builder(NAME);
builder.define("source", TokenType.COLUMN_NAME);
builder.define("destination", TokenType.COLUMN_NAME);
builder.define("json-path", TokenType.TEXT);
return builder.build();
}
@Override
public void initialize(Arguments args) throws DirectiveParseException {
this.src = ((ColumnName) args.value("source")).value();
this.dest = ((ColumnName) args.value("destination")).value();
this.path = ((Text) args.value("json-path")).value();
this.parser = JsonPath.using(GSON_CONFIGURATION);
}
@Override
public void destroy() {
// no-op
}
@Override
public List execute(List rows, ExecutorContext context) throws DirectiveExecutionException {
List results = new ArrayList<>();
for (Row row : rows) {
Object value = row.getValue(src);
if (value == null) {
row.add(dest, null);
continue;
}
if (!(value instanceof String ||
value instanceof JsonObject ||
value instanceof JsonArray)) {
throw new DirectiveExecutionException(
String.format("%s : Invalid value type '%s' of column '%s'. Should be of type JsonElement, " +
"String.", toString(), value.getClass().getName(), src)
);
}
JsonElement element = parser.parse(value).read(path);
Object val = JsParser.getValue(element);
// If destination is already present add it, else set the value.
int pos = row.find(dest);
if (pos == -1) {
row.add(dest, val);
} else {
row.setValue(pos, val);
}
results.add(row);
}
return results;
}
}
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