mirror of https://github.com/apache/nifi.git
NIFI-1660 - Enhance the expression language with jsonPath function
This commit is contained in:
parent
6710094bd7
commit
abad7d805e
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@ -61,5 +61,13 @@
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<artifactId>hamcrest-all</artifactId>
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<artifactId>hamcrest-all</artifactId>
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<scope>provided</scope>
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<scope>provided</scope>
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</dependency>
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</dependency>
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<dependency>
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<groupId>com.jayway.jsonpath</groupId>
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<artifactId>json-path</artifactId>
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</dependency>
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<dependency>
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<groupId>com.fasterxml.jackson.core</groupId>
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<artifactId>jackson-databind</artifactId>
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</dependency>
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</dependencies>
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</dependencies>
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</project>
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</project>
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@ -152,6 +152,7 @@ OR : 'or';
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AND : 'and';
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AND : 'and';
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JOIN : 'join';
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JOIN : 'join';
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TO_LITERAL : 'literal';
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TO_LITERAL : 'literal';
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JSON_PATH : 'jsonPath';
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// 2 arg functions
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// 2 arg functions
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SUBSTRING : 'substring';
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SUBSTRING : 'substring';
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@ -75,7 +75,7 @@ tokens {
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// functions that return Strings
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// functions that return Strings
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zeroArgString : (TO_UPPER | TO_LOWER | TRIM | TO_STRING | URL_ENCODE | URL_DECODE) LPAREN! RPAREN!;
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zeroArgString : (TO_UPPER | TO_LOWER | TRIM | TO_STRING | URL_ENCODE | URL_DECODE) LPAREN! RPAREN!;
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oneArgString : ((SUBSTRING_BEFORE | SUBSTRING_BEFORE_LAST | SUBSTRING_AFTER | SUBSTRING_AFTER_LAST | REPLACE_NULL | REPLACE_EMPTY |
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oneArgString : ((SUBSTRING_BEFORE | SUBSTRING_BEFORE_LAST | SUBSTRING_AFTER | SUBSTRING_AFTER_LAST | REPLACE_NULL | REPLACE_EMPTY |
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PREPEND | APPEND | FORMAT | STARTS_WITH | ENDS_WITH | CONTAINS | JOIN) LPAREN! anyArg RPAREN!) |
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PREPEND | APPEND | FORMAT | STARTS_WITH | ENDS_WITH | CONTAINS | JOIN | JSON_PATH) LPAREN! anyArg RPAREN!) |
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(TO_RADIX LPAREN! anyArg (COMMA! anyArg)? RPAREN!);
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(TO_RADIX LPAREN! anyArg (COMMA! anyArg)? RPAREN!);
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twoArgString : ((REPLACE | REPLACE_FIRST | REPLACE_ALL) LPAREN! anyArg COMMA! anyArg RPAREN!) |
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twoArgString : ((REPLACE | REPLACE_FIRST | REPLACE_ALL) LPAREN! anyArg COMMA! anyArg RPAREN!) |
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(SUBSTRING LPAREN! anyArg (COMMA! anyArg)? RPAREN!);
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(SUBSTRING LPAREN! anyArg (COMMA! anyArg)? RPAREN!);
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@ -59,6 +59,7 @@ import org.apache.nifi.attribute.expression.language.evaluation.functions.InEval
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IndexOfEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IndexOfEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IsEmptyEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IsEmptyEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IsNullEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.IsNullEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.JsonPathEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LastIndexOfEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LastIndexOfEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LengthEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LengthEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LessThanEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.functions.LessThanEvaluator;
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@ -152,6 +153,7 @@ import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpre
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.IS_EMPTY;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.IS_EMPTY;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.IS_NULL;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.IS_NULL;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.JOIN;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.JOIN;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.JSON_PATH;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LAST_INDEX_OF;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LAST_INDEX_OF;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LENGTH;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LENGTH;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LESS_THAN;
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import static org.apache.nifi.attribute.expression.language.antlr.AttributeExpressionParser.LESS_THAN;
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@ -1352,9 +1354,15 @@ public class Query {
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"getDelimitedField");
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"getDelimitedField");
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}
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}
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}
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}
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default:
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case JSON_PATH: {
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throw new AttributeExpressionLanguageParsingException("Expected a Function-type expression but got " + tree.toString());
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verifyArgCount(argEvaluators, 1, "jsonPath");
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}
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return addToken(new JsonPathEvaluator(toStringEvaluator(subjectEvaluator),
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toStringEvaluator(argEvaluators.get(0), "first argument to jsonPath")), "jsonPath");
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}
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default:
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throw new AttributeExpressionLanguageParsingException(
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"Expected a Function-type expression but got " + tree.toString());
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}
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}
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}
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public static class Range {
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public static class Range {
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@ -0,0 +1,127 @@
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/*
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* Licensed to the Apache Software Foundation (ASF) under one or more
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* contributor license agreements. See the NOTICE file distributed with
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* this work for additional information regarding copyright ownership.
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* The ASF licenses this file to You under the Apache License, Version 2.0
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* (the "License"); you may not use this file except in compliance with
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* the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package org.apache.nifi.attribute.expression.language.evaluation.functions;
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import java.util.List;
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import java.util.Map;
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import java.util.Objects;
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import org.apache.nifi.attribute.expression.language.evaluation.Evaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.QueryResult;
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import org.apache.nifi.attribute.expression.language.evaluation.StringEvaluator;
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import org.apache.nifi.attribute.expression.language.evaluation.StringQueryResult;
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import org.apache.nifi.attribute.expression.language.evaluation.literals.StringLiteralEvaluator;
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import org.apache.nifi.attribute.expression.language.exception.AttributeExpressionLanguageException;
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import com.jayway.jsonpath.Configuration;
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import com.jayway.jsonpath.DocumentContext;
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import com.jayway.jsonpath.InvalidJsonException;
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import com.jayway.jsonpath.JsonPath;
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import com.jayway.jsonpath.spi.json.JacksonJsonProvider;
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import com.jayway.jsonpath.spi.json.JsonProvider;
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public class JsonPathEvaluator extends StringEvaluator {
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private static final StringQueryResult EMPTY_RESULT = new StringQueryResult("");
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private static final Configuration STRICT_PROVIDER_CONFIGURATION = Configuration.builder().jsonProvider(new JacksonJsonProvider()).build();
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private static final JsonProvider JSON_PROVIDER = STRICT_PROVIDER_CONFIGURATION.jsonProvider();
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private final Evaluator<String> subject;
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private final Evaluator<String> jsonPathExp;
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private final JsonPath precompiledJsonPathExp;
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public JsonPathEvaluator(final Evaluator<String> subject, final Evaluator<String> jsonPathExp) {
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this.subject = subject;
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this.jsonPathExp = jsonPathExp;
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// if the search string is a literal, we don't need to evaluate it each
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// time; we can just
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// pre-compile it. Otherwise, it must be compiled every time.
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if (jsonPathExp instanceof StringLiteralEvaluator) {
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precompiledJsonPathExp = compileJsonPathExpression(jsonPathExp.evaluate(null).getValue());
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} else {
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precompiledJsonPathExp = null;
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}
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}
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@Override
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public QueryResult<String> evaluate(final Map<String, String> attributes) {
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final String subjectValue = subject.evaluate(attributes).getValue();
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if (subjectValue == null || subjectValue.length() == 0) {
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throw new AttributeExpressionLanguageException("Subject is empty");
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}
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DocumentContext documentContext = null;
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try {
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documentContext = validateAndEstablishJsonContext(subjectValue);
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} catch (InvalidJsonException e) {
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throw new AttributeExpressionLanguageException("Subject contains invalid JSON: " + subjectValue, e);
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}
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final JsonPath compiledJsonPath;
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if (precompiledJsonPathExp != null) {
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compiledJsonPath = precompiledJsonPathExp;
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} else {
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compiledJsonPath = compileJsonPathExpression(jsonPathExp.evaluate(attributes).getValue());
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}
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Object result = null;
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try {
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result = documentContext.read(compiledJsonPath);
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} catch (Exception e) {
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// assume the path did not match anything in the document
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return EMPTY_RESULT;
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}
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return new StringQueryResult(getResultRepresentation(result, EMPTY_RESULT.getValue()));
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}
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@Override
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public Evaluator<?> getSubjectEvaluator() {
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return subject;
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}
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static DocumentContext validateAndEstablishJsonContext(final String json) {
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final DocumentContext ctx = JsonPath.using(STRICT_PROVIDER_CONFIGURATION).parse(json);
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return ctx;
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}
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static boolean isJsonScalar(final Object obj) {
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return !(obj instanceof Map || obj instanceof List);
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}
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static String getResultRepresentation(final Object jsonPathResult, final String defaultValue) {
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if (isJsonScalar(jsonPathResult)) {
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return Objects.toString(jsonPathResult, defaultValue);
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} else if (jsonPathResult instanceof List && ((List<?>) jsonPathResult).size() == 1) {
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return getResultRepresentation(((List<?>) jsonPathResult).get(0), defaultValue);
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} else {
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return JSON_PROVIDER.toJson(jsonPathResult);
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}
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}
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static JsonPath compileJsonPathExpression(String exp) {
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try {
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return JsonPath.compile(exp);
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} catch (Exception e) {
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throw new AttributeExpressionLanguageException("Invalid JSON Path expression: " + exp, e);
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}
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}
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}
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@ -22,6 +22,10 @@ import static org.junit.Assert.assertTrue;
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import static org.hamcrest.Matchers.greaterThan;
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import static org.hamcrest.Matchers.greaterThan;
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import static org.hamcrest.MatcherAssert.assertThat;
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import static org.hamcrest.MatcherAssert.assertThat;
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import java.io.BufferedInputStream;
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import java.io.IOException;
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import java.io.InputStreamReader;
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import java.io.Reader;
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import java.text.SimpleDateFormat;
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import java.text.SimpleDateFormat;
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import java.util.Calendar;
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import java.util.Calendar;
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import java.util.Collections;
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import java.util.Collections;
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@ -236,6 +240,34 @@ public class TestQuery {
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assertEquals("true", Query.evaluateExpressions("${x:equals(\"${a}\")}", attributes, null));
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assertEquals("true", Query.evaluateExpressions("${x:equals(\"${a}\")}", attributes, null));
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}
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}
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@Test
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public void testJsonPath() {
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final Map<String, String> attributes = new HashMap<>();
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attributes.put("json", getResourceAsString("/json/address-book.json"));
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verifyEquals("${json:jsonPath('$.firstName')}", attributes, "John");
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verifyEquals("${json:jsonPath('$.address.postalCode')}", attributes, "10021-3100");
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verifyEquals("${json:jsonPath(\"$.phoneNumbers[?(@.type=='home')].number\")}", attributes, "212 555-1234");
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verifyEquals("${json:jsonPath('$.phoneNumbers')}", attributes,
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"[{\"type\":\"home\",\"number\":\"212 555-1234\"},{\"type\":\"office\",\"number\":\"646 555-4567\"}]");
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verifyEquals("${json:jsonPath('$.missing-path')}", attributes, "");
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try {
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verifyEquals("${json:jsonPath('$..')}", attributes, "");
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Assert.fail("Did not detect bad JSON path expression");
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} catch (final AttributeExpressionLanguageException e) {
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}
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try {
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verifyEquals("${missing:jsonPath('$.firstName')}", attributes, "");
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Assert.fail("Did not detect empty JSON document");
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} catch (AttributeExpressionLanguageException e) {
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}
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attributes.put("invalid", "[}");
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try {
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verifyEquals("${invlaid:jsonPath('$.firstName')}", attributes, "John");
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Assert.fail("Did not detect invalid JSON document");
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} catch (AttributeExpressionLanguageException e) {
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}
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}
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@Test
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@Test
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public void testJoin() {
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public void testJoin() {
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final Map<String, String> attributes = new HashMap<>();
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final Map<String, String> attributes = new HashMap<>();
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@ -1282,4 +1314,25 @@ public class TestQuery {
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assertEquals(expectedResult, result.getValue());
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assertEquals(expectedResult, result.getValue());
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}
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}
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private String getResourceAsString(String resourceName) {
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Reader reader = new InputStreamReader(new BufferedInputStream(getClass().getResourceAsStream(resourceName)));
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int n = 0;
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char[] buf = new char[1024];
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StringBuilder sb = new StringBuilder();
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while (n != -1) {
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try {
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n = reader.read(buf, 0, buf.length);
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} catch (IOException e) {
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throw new RuntimeException("failed to read resource", e);
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}
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if (n > 0) {
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sb.append(buf, 0, n);
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}
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}
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return sb.toString();
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}
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}
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}
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@ -0,0 +1,19 @@
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{
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"firstName": "John", "lastName": "Smith", "age": 25,
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"address" : {
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"streetAddress": "21 2nd Street",
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"city": "New York",
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"state": "NY",
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"postalCode": "10021-3100"
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},
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"phoneNumbers": [
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{
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"type": "home",
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"number": "212 555-1234"
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},
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{
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"type": "office",
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"number": "646 555-4567"
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}
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]
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}
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@ -1215,7 +1215,63 @@ Expressions will provide the following results:
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|=======================================================================================
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|=======================================================================================
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[.function]
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=== jsonPath
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*Description*: [.description]#The `jsonPath` function generates a string by evaluating the Subject as JSON and applying a JSON
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path expression. An empty string is generated if the Subject does not contain valid JSON, the _jsonPath_ is invalid, or the path
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does not exist in the Subject. If the evaluation results in a scalar value, the string representation of scalar value is
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generated. Otherwise a string representation of the JSON result is generated. A JSON array of length 1 is special cased
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when `[0]` is a scalar, the string representation of `[0]` is generated.^1^#
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*Subject Type*: [.subject]#String#
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*Arguments*:
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[.argName]#_jsonPath_# : [.argDesc]#the JSON path expression used to evaluate the Subject.#
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*Return Type*: [.returnType]#String#
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*Examples*: If the "myJson" attribute is
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..........
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{
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"firstName": "John",
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"lastName": "Smith",
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"isAlive": true,
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"age": 25,
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"address": {
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"streetAddress": "21 2nd Street",
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"city": "New York",
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"state": "NY",
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"postalCode": "10021-3100"
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},
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"phoneNumbers": [
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{
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"type": "home",
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"number": "212 555-1234"
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},
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{
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"type": "office",
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||||||
|
"number": "646 555-4567"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"children": [],
|
||||||
|
"spouse": null
|
||||||
|
}
|
||||||
|
..........
|
||||||
|
|
||||||
|
.jsonPath Examples
|
||||||
|
|===================================================================
|
||||||
|
| Expression | Value
|
||||||
|
| `${myJson:jsonPath('$.firstName')}` | `John`
|
||||||
|
| `${myJson:jsonPath('$.address.postalCode')}` | `10021-3100`
|
||||||
|
| `${myJson:jsonPath('$.phoneNumbers[?(@.type=="home")].number')}`^1^ | `212 555-1234`
|
||||||
|
| `${myJson:jsonPath('$.phoneNumbers')}` | `[{"type":"home","number":"212 555-1234"},{"type":"office","number":"646 555-4567"}]`
|
||||||
|
| `${myJson:jsonPath('$.missing-path')}` | _empty_
|
||||||
|
| `${myJson:jsonPath('$.bad-json-path..')}` | _exception bulletin_
|
||||||
|
|===================================================================
|
||||||
|
|
||||||
|
An empty subject value or a subject value with an invalid JSON document results in an exception bulletin.
|
||||||
|
|
||||||
[[numbers]]
|
[[numbers]]
|
||||||
== Mathematical Operations and Numeric Manipulation
|
== Mathematical Operations and Numeric Manipulation
|
||||||
|
|
Loading…
Reference in New Issue