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* Create new anonymizer for new engine (#266) * Created anonymizer listener for anonymizing SQL queries through the new engine Signed-off-by: Matthew Wells <[email protected]> * Update for review comments Signed-off-by: Andrew Carbonetto <[email protected]> * added missing file header, change public variable to private Signed-off-by: Matthew Wells <[email protected]> --------- Signed-off-by: Andrew Carbonetto <[email protected]> Signed-off-by: Matthew Wells <[email protected]> Co-authored-by: Andrew Carbonetto <[email protected]> (cherry picked from commit 62120fd) Co-authored-by: Matthew Wells <[email protected]>
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sql/src/main/java/org/opensearch/sql/sql/antlr/AnonymizerListener.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.sql.antlr; | ||
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import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.BACKTICK_QUOTE_ID; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.BOOLEAN; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.COMMA; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.DECIMAL_LITERAL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.DOT; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.EQUAL_SYMBOL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.EXCLAMATION_SYMBOL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.FALSE; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.FROM; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.GREATER_SYMBOL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.ID; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.LESS_SYMBOL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.ONE_DECIMAL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.REAL_LITERAL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.STRING_LITERAL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.TIMESTAMP; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.TRUE; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.TWO_DECIMAL; | ||
import static org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer.ZERO_DECIMAL; | ||
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import org.antlr.v4.runtime.ParserRuleContext; | ||
import org.antlr.v4.runtime.tree.ErrorNode; | ||
import org.antlr.v4.runtime.tree.ParseTreeListener; | ||
import org.antlr.v4.runtime.tree.TerminalNode; | ||
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/** | ||
* Parse tree listener for anonymizing SQL requests. | ||
*/ | ||
public class AnonymizerListener implements ParseTreeListener { | ||
private String anonymizedQueryString = ""; | ||
private static final int NO_TYPE = -1; | ||
private int previousType = NO_TYPE; | ||
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@Override | ||
public void enterEveryRule(ParserRuleContext ctx) { | ||
} | ||
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@Override | ||
public void exitEveryRule(ParserRuleContext ctx) { | ||
} | ||
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@Override | ||
public void visitTerminal(TerminalNode node) { | ||
// In these situations don't add a space prior: | ||
// 1. a DOT between two identifiers | ||
// 2. before a comma | ||
// 3. between equal comparison tokens: e.g <= | ||
// 4. between alt not equals: <> | ||
int token = node.getSymbol().getType(); | ||
boolean isDotIdentifiers = token == DOT || previousType == DOT; | ||
boolean isComma = token == COMMA; | ||
boolean isEqualComparison = ((token == EQUAL_SYMBOL) | ||
&& (previousType == LESS_SYMBOL | ||
|| previousType == GREATER_SYMBOL | ||
|| previousType == EXCLAMATION_SYMBOL)); | ||
boolean isNotEqualComparisonAlternative = | ||
previousType == LESS_SYMBOL && token == GREATER_SYMBOL; | ||
if (!isDotIdentifiers && !isComma && !isEqualComparison && !isNotEqualComparisonAlternative) { | ||
anonymizedQueryString += " "; | ||
} | ||
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// anonymize the following tokens | ||
switch (node.getSymbol().getType()) { | ||
case ID: | ||
case TIMESTAMP: | ||
case BACKTICK_QUOTE_ID: | ||
if (previousType == FROM) { | ||
anonymizedQueryString += "table"; | ||
} else { | ||
anonymizedQueryString += "identifier"; | ||
} | ||
break; | ||
case ZERO_DECIMAL: | ||
case ONE_DECIMAL: | ||
case TWO_DECIMAL: | ||
case DECIMAL_LITERAL: | ||
case REAL_LITERAL: | ||
anonymizedQueryString += "number"; | ||
break; | ||
case STRING_LITERAL: | ||
anonymizedQueryString += "'string_literal'"; | ||
break; | ||
case BOOLEAN: | ||
case TRUE: | ||
case FALSE: | ||
anonymizedQueryString += "boolean_literal"; | ||
break; | ||
case NO_TYPE: | ||
// end of file | ||
break; | ||
default: | ||
anonymizedQueryString += node.getText().toUpperCase(); | ||
} | ||
previousType = node.getSymbol().getType(); | ||
} | ||
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@Override | ||
public void visitErrorNode(ErrorNode node) { | ||
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} | ||
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public String getAnonymizedQueryString() { | ||
return "(" + anonymizedQueryString + ")"; | ||
} | ||
} |
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sql/src/test/java/org/opensearch/sql/sql/parser/AnonymizerListenerTest.java
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/* | ||
* Copyright OpenSearch Contributors | ||
* SPDX-License-Identifier: Apache-2.0 | ||
*/ | ||
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package org.opensearch.sql.sql.parser; | ||
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import static org.junit.jupiter.api.Assertions.assertEquals; | ||
import static org.mockito.Mockito.mock; | ||
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import org.antlr.v4.runtime.CommonTokenStream; | ||
import org.antlr.v4.runtime.tree.ErrorNode; | ||
import org.junit.jupiter.api.Test; | ||
import org.opensearch.sql.common.antlr.CaseInsensitiveCharStream; | ||
import org.opensearch.sql.sql.antlr.AnonymizerListener; | ||
import org.opensearch.sql.sql.antlr.parser.OpenSearchSQLLexer; | ||
import org.opensearch.sql.sql.antlr.parser.OpenSearchSQLParser; | ||
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public class AnonymizerListenerTest { | ||
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private final AnonymizerListener anonymizerListener = new AnonymizerListener(); | ||
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/** | ||
* Helper function to parse SQl queries for testing purposes. | ||
* @param query SQL query to be anonymized. | ||
*/ | ||
private void parse(String query) { | ||
OpenSearchSQLLexer lexer = new OpenSearchSQLLexer(new CaseInsensitiveCharStream(query)); | ||
OpenSearchSQLParser parser = new OpenSearchSQLParser(new CommonTokenStream(lexer)); | ||
parser.addParseListener(anonymizerListener); | ||
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parser.root(); | ||
} | ||
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@Test | ||
public void queriesShouldHaveAnonymousFieldAndIndex() { | ||
String query = "SELECT ABS(balance) FROM accounts WHERE age > 30 GROUP BY ABS(balance)"; | ||
String expectedQuery = "( SELECT ABS ( identifier ) FROM table " | ||
+ "WHERE identifier > number GROUP BY ABS ( identifier ) )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesShouldAnonymousNumbers() { | ||
String query = "SELECT ABS(20), LOG(20.20) FROM accounts"; | ||
String expectedQuery = "( SELECT ABS ( number ), LOG ( number ) FROM table )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesShouldHaveAnonymousBooleanLiterals() { | ||
String query = "SELECT TRUE FROM accounts"; | ||
String expectedQuery = "( SELECT boolean_literal FROM table )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesShouldHaveAnonymousInputStrings() { | ||
String query = "SELECT * FROM accounts WHERE name = 'Oliver'"; | ||
String expectedQuery = "( SELECT * FROM table WHERE identifier = 'string_literal' )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithAliasesShouldAnonymizeSensitiveData() { | ||
String query = "SELECT balance AS b FROM accounts AS a"; | ||
String expectedQuery = "( SELECT identifier AS identifier FROM table AS identifier )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithFunctionsShouldAnonymizeSensitiveData() { | ||
String query = "SELECT LTRIM(firstname) FROM accounts"; | ||
String expectedQuery = "( SELECT LTRIM ( identifier ) FROM table )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithAggregatesShouldAnonymizeSensitiveData() { | ||
String query = "SELECT MAX(price) - MIN(price) from tickets"; | ||
String expectedQuery = "( SELECT MAX ( identifier ) - MIN ( identifier ) FROM table )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithSubqueriesShouldAnonymizeSensitiveData() { | ||
String query = "SELECT a.f, a.l, a.a FROM " | ||
+ "(SELECT firstname AS f, lastname AS l, age AS a FROM accounts WHERE age > 30) a"; | ||
String expectedQuery = | ||
"( SELECT identifier.identifier, identifier.identifier, identifier.identifier FROM " | ||
+ "( SELECT identifier AS identifier, identifier AS identifier, identifier AS identifier " | ||
+ "FROM table WHERE identifier > number ) identifier )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithLimitShouldAnonymizeSensitiveData() { | ||
String query = "SELECT balance FROM accounts LIMIT 5"; | ||
String expectedQuery = "( SELECT identifier FROM table LIMIT number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithOrderByShouldAnonymizeSensitiveData() { | ||
String query = "SELECT firstname FROM accounts ORDER BY lastname"; | ||
String expectedQuery = "( SELECT identifier FROM table ORDER BY identifier )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithHavingShouldAnonymizeSensitiveData() { | ||
String query = "SELECT SUM(balance) FROM accounts GROUP BY lastname HAVING COUNT(balance) > 2"; | ||
String expectedQuery = "( SELECT SUM ( identifier ) FROM table " | ||
+ "GROUP BY identifier HAVING COUNT ( identifier ) > number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithHighlightShouldAnonymizeSensitiveData() { | ||
String query = "SELECT HIGHLIGHT(str0) FROM CALCS WHERE QUERY_STRING(['str0'], 'FURNITURE')"; | ||
String expectedQuery = "( SELECT HIGHLIGHT ( identifier ) FROM table WHERE " | ||
+ "QUERY_STRING ( [ 'string_literal' ], 'string_literal' ) )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithMatchShouldAnonymizeSensitiveData() { | ||
String query = "SELECT str0 FROM CALCS WHERE MATCH(str0, 'FURNITURE')"; | ||
String expectedQuery = "( SELECT identifier FROM table " | ||
+ "WHERE MATCH ( identifier, 'string_literal' ) )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithPositionShouldAnonymizeSensitiveData() { | ||
String query = "SELECT POSITION('world' IN 'helloworld')"; | ||
String expectedQuery = "( SELECT POSITION ( 'string_literal' IN 'string_literal' ) )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithMatch_Bool_Prefix_ShouldAnonymizeSensitiveData() { | ||
String query = "SELECT firstname, address FROM accounts WHERE " | ||
+ "match_bool_prefix(address, 'Bristol Street', minimum_should_match=2)"; | ||
String expectedQuery = "( SELECT identifier, identifier FROM table WHERE MATCH_BOOL_PREFIX " | ||
+ "( identifier, 'string_literal', MINIMUM_SHOULD_MATCH = number ) )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithGreaterOrEqualShouldAnonymizeSensitiveData() { | ||
String query = "SELECT int0 FROM accounts WHERE int0 >= 0"; | ||
String expectedQuery = "( SELECT identifier FROM table WHERE identifier >= number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithLessOrEqualShouldAnonymizeSensitiveData() { | ||
String query = "SELECT int0 FROM accounts WHERE int0 <= 0"; | ||
String expectedQuery = "( SELECT identifier FROM table WHERE identifier <= number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithNotEqualShouldAnonymizeSensitiveData() { | ||
String query = "SELECT int0 FROM accounts WHERE int0 != 0"; | ||
String expectedQuery = "( SELECT identifier FROM table WHERE identifier != number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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@Test | ||
public void queriesWithNotEqualAlternateShouldAnonymizeSensitiveData() { | ||
String query = "SELECT int0 FROM calcs WHERE int0 <> 0"; | ||
String expectedQuery = "( SELECT identifier FROM table WHERE identifier <> number )"; | ||
parse(query); | ||
assertEquals(expectedQuery, anonymizerListener.getAnonymizedQueryString()); | ||
} | ||
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/** | ||
* Test added for coverage, but the errorNode will not be hit normally. | ||
*/ | ||
@Test | ||
public void enterErrorNote() { | ||
ErrorNode node = mock(ErrorNode.class); | ||
anonymizerListener.visitErrorNode(node); | ||
} | ||
} |