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| 1 | +/* |
| 2 | + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one |
| 3 | + * or more contributor license agreements. Licensed under the Elastic License |
| 4 | + * 2.0; you may not use this file except in compliance with the Elastic License |
| 5 | + * 2.0. |
| 6 | + */ |
| 7 | + |
| 8 | +package org.elasticsearch.xpack.esql.qa.rest; |
| 9 | + |
| 10 | +import org.elasticsearch.client.Request; |
| 11 | +import org.elasticsearch.client.ResponseException; |
| 12 | +import org.elasticsearch.test.rest.ESRestTestCase; |
| 13 | +import org.elasticsearch.xpack.esql.action.EsqlCapabilities; |
| 14 | +import org.hamcrest.Description; |
| 15 | +import org.hamcrest.TypeSafeMatcher; |
| 16 | +import org.junit.After; |
| 17 | +import org.junit.Before; |
| 18 | + |
| 19 | +import java.io.IOException; |
| 20 | +import java.util.HashSet; |
| 21 | +import java.util.List; |
| 22 | +import java.util.Map; |
| 23 | +import java.util.Set; |
| 24 | +import java.util.stream.IntStream; |
| 25 | + |
| 26 | +import static org.hamcrest.Matchers.both; |
| 27 | +import static org.hamcrest.Matchers.greaterThan; |
| 28 | +import static org.hamcrest.Matchers.lessThan; |
| 29 | + |
| 30 | +public class RestSampleTestCase extends ESRestTestCase { |
| 31 | + |
| 32 | + @Before |
| 33 | + public void skipWhenSampleDisabled() throws IOException { |
| 34 | + assumeTrue( |
| 35 | + "Requires SAMPLE capability", |
| 36 | + EsqlSpecTestCase.hasCapabilities(adminClient(), List.of(EsqlCapabilities.Cap.SAMPLE.capabilityName())) |
| 37 | + ); |
| 38 | + } |
| 39 | + |
| 40 | + @Before |
| 41 | + @After |
| 42 | + public void assertRequestBreakerEmpty() throws Exception { |
| 43 | + EsqlSpecTestCase.assertRequestBreakerEmpty(); |
| 44 | + } |
| 45 | + |
| 46 | + /** |
| 47 | + * Matcher for the results of sampling 50% of the elements 0,1,2,...,998,999. |
| 48 | + * The results should consist of unique numbers in [0,999]. Furthermore, the |
| 49 | + * size should on average be 500. Allowing for 10 stddev deviations, the size |
| 50 | + * should be in [250,750]. |
| 51 | + */ |
| 52 | + private static final TypeSafeMatcher<List<List<Integer>>> RESULT_MATCHER = new TypeSafeMatcher<>() { |
| 53 | + @Override |
| 54 | + public void describeTo(Description description) { |
| 55 | + description.appendText("a list with between 250 and 750 unique elements in [0,999]"); |
| 56 | + } |
| 57 | + |
| 58 | + @Override |
| 59 | + protected boolean matchesSafely(List<List<Integer>> lists) { |
| 60 | + if (lists.size() < 250 || lists.size() > 750) { |
| 61 | + return false; |
| 62 | + } |
| 63 | + Set<Integer> values = new HashSet<>(); |
| 64 | + for (List<Integer> list : lists) { |
| 65 | + if (list.size() != 1) { |
| 66 | + return false; |
| 67 | + } |
| 68 | + Integer value = list.get(0); |
| 69 | + if (value == null || value < 0 || value >= 1000) { |
| 70 | + return false; |
| 71 | + } |
| 72 | + values.add(value); |
| 73 | + } |
| 74 | + return values.size() == lists.size(); |
| 75 | + } |
| 76 | + }; |
| 77 | + |
| 78 | + public void testSample_withFrom() throws IOException { |
| 79 | + createTestIndex(); |
| 80 | + test("FROM sample-test-index | SAMPLE 0.5 | LIMIT 1000"); |
| 81 | + deleteTestIndex(); |
| 82 | + } |
| 83 | + |
| 84 | + public void testSample_withRow() throws IOException { |
| 85 | + List<Integer> numbers = IntStream.range(0, 999).boxed().toList(); |
| 86 | + test("ROW value = " + numbers + " | MV_EXPAND value | SAMPLE 0.5 | LIMIT 1000"); |
| 87 | + } |
| 88 | + |
| 89 | + private void test(String query) throws IOException { |
| 90 | + int iterationCount = 1000; |
| 91 | + int totalResultSize = 0; |
| 92 | + for (int iteration = 0; iteration < iterationCount; iteration++) { |
| 93 | + Map<String, Object> result = runEsqlQuery(query); |
| 94 | + assertResultMap(result, defaultOutputColumns(), RESULT_MATCHER); |
| 95 | + totalResultSize += ((List<?>) result.get("values")).size(); |
| 96 | + } |
| 97 | + // On average there's 500 elements in the results set. |
| 98 | + // Allowing for 10 stddev deviations, it should be in [490,510]. |
| 99 | + assertThat(totalResultSize / iterationCount, both(greaterThan(490)).and(lessThan(510))); |
| 100 | + } |
| 101 | + |
| 102 | + private static List<Map<String, String>> defaultOutputColumns() { |
| 103 | + return List.of(Map.of("name", "value", "type", "integer")); |
| 104 | + } |
| 105 | + |
| 106 | + private Map<String, Object> runEsqlQuery(String query) throws IOException { |
| 107 | + RestEsqlTestCase.RequestObjectBuilder builder = RestEsqlTestCase.requestObjectBuilder().query(query); |
| 108 | + return RestEsqlTestCase.runEsqlSync(builder); |
| 109 | + } |
| 110 | + |
| 111 | + private void createTestIndex() throws IOException { |
| 112 | + Request request = new Request("PUT", "/sample-test-index"); |
| 113 | + request.setJsonEntity(""" |
| 114 | + { |
| 115 | + "mappings": { |
| 116 | + "properties": { |
| 117 | + "value": { "type": "integer" } |
| 118 | + } |
| 119 | + } |
| 120 | + }"""); |
| 121 | + assertEquals(200, client().performRequest(request).getStatusLine().getStatusCode()); |
| 122 | + |
| 123 | + StringBuilder requestJsonEntity = new StringBuilder(); |
| 124 | + for (int i = 0; i < 1000; i++) { |
| 125 | + requestJsonEntity.append("{ \"index\": {\"_id\": " + i + "} }\n"); |
| 126 | + requestJsonEntity.append("{ \"value\": " + i + " }\n"); |
| 127 | + } |
| 128 | + |
| 129 | + request = new Request("POST", "/sample-test-index/_bulk"); |
| 130 | + request.addParameter("refresh", "true"); |
| 131 | + request.setJsonEntity(requestJsonEntity.toString()); |
| 132 | + assertEquals(200, client().performRequest(request).getStatusLine().getStatusCode()); |
| 133 | + } |
| 134 | + |
| 135 | + private void deleteTestIndex() throws IOException { |
| 136 | + try { |
| 137 | + adminClient().performRequest(new Request("DELETE", "/sample-test-index")); |
| 138 | + } catch (ResponseException e) { |
| 139 | + throw e; |
| 140 | + } |
| 141 | + } |
| 142 | +} |
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