|
| 1 | +/* |
| 2 | + * Copyright OpenSearch Contributors |
| 3 | + * SPDX-License-Identifier: Apache-2.0 |
| 4 | + */ |
| 5 | + |
| 6 | +package org.opensearch.sql.ppl; |
| 7 | + |
| 8 | +import static org.opensearch.sql.legacy.TestsConstants.*; |
| 9 | + |
| 10 | +import java.io.IOException; |
| 11 | +import org.json.JSONObject; |
| 12 | +import org.junit.jupiter.api.Test; |
| 13 | + |
| 14 | +public class RexCommandIT extends PPLIntegTestCase { |
| 15 | + |
| 16 | + @Override |
| 17 | + public void init() throws Exception { |
| 18 | + super.init(); |
| 19 | + enableCalcite(); |
| 20 | + loadIndex(Index.ACCOUNT); |
| 21 | + } |
| 22 | + |
| 23 | + @Test |
| 24 | + public void testRexBasicFieldExtraction() throws IOException { |
| 25 | + JSONObject result = |
| 26 | + executeQuery( |
| 27 | + String.format( |
| 28 | + "source=%s | rex field=email \\\"(?<user>[^@]+)@(?<domain>.+)\\\" | fields email," |
| 29 | + + " user, domain", |
| 30 | + TEST_INDEX_ACCOUNT)); |
| 31 | + |
| 32 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 33 | + assertEquals("amberduke@pyrami.com", result.getJSONArray("datarows").getJSONArray(0).get(0)); |
| 34 | + assertEquals("amberduke", result.getJSONArray("datarows").getJSONArray(0).get(1)); |
| 35 | + assertEquals("pyrami.com", result.getJSONArray("datarows").getJSONArray(0).get(2)); |
| 36 | + } |
| 37 | + |
| 38 | + @Test |
| 39 | + public void testRexErrorNoNamedGroups() throws IOException { |
| 40 | + try { |
| 41 | + executeQuery( |
| 42 | + String.format( |
| 43 | + "source=%s | rex field=email \\\"([^@]+)@(.+)\\\" | fields email", |
| 44 | + TEST_INDEX_ACCOUNT)); |
| 45 | + fail("Should have thrown an exception for pattern without named capture groups"); |
| 46 | + } catch (Exception e) { |
| 47 | + assertTrue( |
| 48 | + e.getMessage().contains("Rex pattern must contain at least one named capture group")); |
| 49 | + } |
| 50 | + } |
| 51 | + |
| 52 | + @Test |
| 53 | + public void testRexWithFiltering() throws IOException { |
| 54 | + JSONObject result = |
| 55 | + executeQuery( |
| 56 | + String.format( |
| 57 | + "source=%s | rex field=address" |
| 58 | + + " \\\"(?<streetnum>\\\\\\\\d+)\\\\\\\\s+(?<streetname>.+)\\\" | fields" |
| 59 | + + " address, streetnum, streetname", |
| 60 | + TEST_INDEX_ACCOUNT)); |
| 61 | + |
| 62 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 63 | + assertEquals("880 Holmes Lane", result.getJSONArray("datarows").getJSONArray(0).get(0)); |
| 64 | + assertEquals("880", result.getJSONArray("datarows").getJSONArray(0).get(1)); |
| 65 | + assertEquals("Holmes Lane", result.getJSONArray("datarows").getJSONArray(0).get(2)); |
| 66 | + } |
| 67 | + |
| 68 | + @Test |
| 69 | + public void testRexMultipleMatches() throws IOException { |
| 70 | + JSONObject result = |
| 71 | + executeQuery( |
| 72 | + String.format( |
| 73 | + "source=%s | rex field=address \\\"(?<words>[A-Za-z]+)\\\" max_match=3 | fields" |
| 74 | + + " address, words", |
| 75 | + TEST_INDEX_ACCOUNT)); |
| 76 | + |
| 77 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 78 | + String wordsArray = result.getJSONArray("datarows").getJSONArray(0).get(1).toString(); |
| 79 | + assertTrue(wordsArray.contains("Holmes") && wordsArray.contains("Lane")); |
| 80 | + assertTrue(wordsArray.startsWith("[") && wordsArray.endsWith("]")); |
| 81 | + } |
| 82 | + |
| 83 | + @Test |
| 84 | + public void testRexSedMode() throws IOException { |
| 85 | + JSONObject result = |
| 86 | + executeQuery( |
| 87 | + String.format( |
| 88 | + "source=%s | rex field=email mode=sed \\\"s/@.*/@company.com/\\\" | fields email", |
| 89 | + TEST_INDEX_ACCOUNT)); |
| 90 | + |
| 91 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 92 | + assertEquals("amberduke@company.com", result.getJSONArray("datarows").getJSONArray(0).get(0)); |
| 93 | + assertEquals("hattiebond@company.com", result.getJSONArray("datarows").getJSONArray(1).get(0)); |
| 94 | + } |
| 95 | + |
| 96 | + @Test |
| 97 | + public void testRexChainedCommands() throws IOException { |
| 98 | + JSONObject result = |
| 99 | + executeQuery( |
| 100 | + String.format( |
| 101 | + "source=%s | rex field=firstname \\\"(?<firstinitial>^.)\\\" | rex field=lastname" |
| 102 | + + " \\\"(?<lastinitial>^.)\\\" | fields firstname, lastname, firstinitial," |
| 103 | + + " lastinitial", |
| 104 | + TEST_INDEX_ACCOUNT)); |
| 105 | + |
| 106 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 107 | + assertEquals("Amber", result.getJSONArray("datarows").getJSONArray(0).get(0)); |
| 108 | + assertEquals("Duke", result.getJSONArray("datarows").getJSONArray(0).get(1)); |
| 109 | + assertEquals("A", result.getJSONArray("datarows").getJSONArray(0).get(2)); |
| 110 | + assertEquals("D", result.getJSONArray("datarows").getJSONArray(0).get(3)); |
| 111 | + } |
| 112 | + |
| 113 | + @Test |
| 114 | + public void testRexWithOffsetField() throws IOException { |
| 115 | + JSONObject result = |
| 116 | + executeQuery( |
| 117 | + String.format( |
| 118 | + "source=%s | rex field=email \\\"(?<user>[^@]+)@(?<domain>[^.]+)\\\"" |
| 119 | + + " offset_field=matchpos | fields email, user, domain, matchpos", |
| 120 | + TEST_INDEX_ACCOUNT)); |
| 121 | + |
| 122 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 123 | + String email = result.getJSONArray("datarows").getJSONArray(0).get(0).toString(); |
| 124 | + String user = result.getJSONArray("datarows").getJSONArray(0).get(1).toString(); |
| 125 | + String matchPos = result.getJSONArray("datarows").getJSONArray(0).get(3).toString(); |
| 126 | + assertEquals(email.substring(0, email.indexOf("@")), user); |
| 127 | + assertTrue(matchPos.contains("user=") && matchPos.contains("domain=")); |
| 128 | + assertTrue(matchPos.contains("-")); |
| 129 | + } |
| 130 | + |
| 131 | + @Test |
| 132 | + public void testRexComplexPattern() throws IOException { |
| 133 | + JSONObject result = |
| 134 | + executeQuery( |
| 135 | + String.format( |
| 136 | + "source=%s | rex field=email" |
| 137 | + + " \\\"(?<user>[a-zA-Z0-9._%%+-]+)@(?<domain>[a-zA-Z0-9.-]+)\\\\\\\\.(?<tld>[a-zA-Z]{2,})\\\"" |
| 138 | + + " | fields email, user, domain, tld", |
| 139 | + TEST_INDEX_ACCOUNT)); |
| 140 | + |
| 141 | + assertEquals(1000, result.getJSONArray("datarows").length()); |
| 142 | + assertEquals("amberduke@pyrami.com", result.getJSONArray("datarows").getJSONArray(0).get(0)); |
| 143 | + assertEquals("amberduke", result.getJSONArray("datarows").getJSONArray(0).get(1)); |
| 144 | + assertEquals("pyrami", result.getJSONArray("datarows").getJSONArray(0).get(2)); |
| 145 | + assertEquals("com", result.getJSONArray("datarows").getJSONArray(0).get(3)); |
| 146 | + } |
| 147 | + |
| 148 | + @Test |
| 149 | + public void testRexWithWhere() throws IOException { |
| 150 | + JSONObject result = |
| 151 | + executeQuery( |
| 152 | + String.format( |
| 153 | + "source=%s | where state=\\\"CA\\\" | rex field=email" |
| 154 | + + " \\\"(?<user>[^@]+)@(?<domain>.+)\\\" | fields email, user, domain", |
| 155 | + TEST_INDEX_ACCOUNT)); |
| 156 | + |
| 157 | + assertTrue(result.getJSONArray("datarows").length() > 0); |
| 158 | + String email = result.getJSONArray("datarows").getJSONArray(0).get(0).toString(); |
| 159 | + String user = result.getJSONArray("datarows").getJSONArray(0).get(1).toString(); |
| 160 | + String domain = result.getJSONArray("datarows").getJSONArray(0).get(2).toString(); |
| 161 | + assertTrue(email.startsWith(user)); |
| 162 | + assertTrue(email.endsWith(domain)); |
| 163 | + } |
| 164 | + |
| 165 | + @Test |
| 166 | + public void testRexWithStatsCommand() throws IOException { |
| 167 | + JSONObject result = |
| 168 | + executeQuery( |
| 169 | + String.format( |
| 170 | + "source=%s | rex field=email \\\"[^@]+@(?<domain>[^.]+)\\\" | stats count() by" |
| 171 | + + " domain", |
| 172 | + TEST_INDEX_ACCOUNT)); |
| 173 | + |
| 174 | + assertTrue(result.getJSONArray("datarows").length() > 0); |
| 175 | + int count = Integer.parseInt(result.getJSONArray("datarows").getJSONArray(0).get(0).toString()); |
| 176 | + String domain = result.getJSONArray("datarows").getJSONArray(0).get(1).toString(); |
| 177 | + assertTrue(count > 0); |
| 178 | + assertFalse(domain.contains("@")); |
| 179 | + assertTrue(domain.matches("[a-z]+")); |
| 180 | + } |
| 181 | +} |
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