From 3bdd5bfe8cfbf4daf71e50845e48f554a2370009 Mon Sep 17 00:00:00 2001 From: Kaituo Li Date: Tue, 1 Oct 2024 16:41:38 -0700 Subject: [PATCH] forward port flaky test fix in PR #1319 and add forecasting security tests (#1329) Signed-off-by: Kaituo Li --- build.gradle | 9 +- .../rest/RestGetForecasterAction.java | 1 - ...earchTopForecastResultTransportAction.java | 1 - .../timeseries/ml/RealTimeInferencer.java | 13 +- .../TimeSeriesSingleStreamCheckpointDao.java | 16 - .../timeseries/task/TaskManager.java | 4 + .../ad/AnomalyDetectorRestTestCase.java | 59 - .../AbstractMissingSingleFeatureTestCase.java | 6 +- .../ad/e2e/AbstractRuleTestCase.java | 6 +- .../java/org/opensearch/ad/e2e/MissingIT.java | 2 +- .../ad/rest/DataDependentADRestApiIT.java | 4 +- .../opensearch/ad/rest/SecureADRestIT.java | 93 +- .../AbstractForecastSyntheticDataTest.java | 153 +- .../ml/ForecastRealTimeInferencerTests.java | 331 + .../forecast/rest/ForecastRestApiIT.java | 175 +- .../forecast/rest/SecureForecastRestIT.java | 1921 + .../timeseries/AbstractSyntheticDataTest.java | 4 +- .../timeseries/ODFERestTestCase.java | 149 + .../AnomalyDetectorJobActionTests.java | 2 + .../org/opensearch/ad/e2e/data/rule.data | 90703 +++++++++++++++- .../org/opensearch/ad/e2e/data/rule.label | 28 +- .../org/opensearch/ad/e2e/data/rule2.data | 1 - 22 files changed, 93355 insertions(+), 326 deletions(-) delete mode 100644 src/main/java/org/opensearch/timeseries/ml/TimeSeriesSingleStreamCheckpointDao.java create mode 100644 src/test/java/org/opensearch/forecast/ml/ForecastRealTimeInferencerTests.java create mode 100644 src/test/java/org/opensearch/forecast/rest/SecureForecastRestIT.java delete mode 100644 src/test/resources/org/opensearch/ad/e2e/data/rule2.data diff --git a/build.gradle b/build.gradle index 3cc242586..5ee288da3 100644 --- a/build.gradle +++ b/build.gradle @@ -339,12 +339,15 @@ integTest { filter { includeTestsMatching "org.opensearch.ad.rest.*IT" includeTestsMatching "org.opensearch.ad.e2e.*IT" + includeTestsMatching "org.opensearch.forecast.rest.*IT" + includeTestsMatching "org.opensearch.forecast.e2e.*IT" } } if (System.getProperty("https") == null || System.getProperty("https") == "false") { filter { excludeTestsMatching "org.opensearch.ad.rest.SecureADRestIT" + excludeTestsMatching "org.opensearch.forecast.rest.SecureForecastRestIT" } } @@ -468,6 +471,7 @@ task integTestRemote(type: RestIntegTestTask) { if (System.getProperty("https") == null || System.getProperty("https") == "false") { filter { excludeTestsMatching "org.opensearch.ad.rest.SecureADRestIT" + excludeTestsMatching "org.opensearch.forecast.rest.SecureForecastRestIT" } } } @@ -696,10 +700,7 @@ List jacocoExclusions = [ // TODO: add test coverage (kaituo) 'org.opensearch.forecast.*', - 'org.opensearch.timeseries.ml.TimeSeriesSingleStreamCheckpointDao', - 'org.opensearch.timeseries.transport.JobRequest', 'org.opensearch.timeseries.transport.handler.ResultBulkIndexingHandler', - 'org.opensearch.timeseries.ml.Inferencer', 'org.opensearch.timeseries.transport.SingleStreamResultRequest', 'org.opensearch.timeseries.rest.handler.IndexJobActionHandler.1', 'org.opensearch.timeseries.transport.SuggestConfigParamResponse', @@ -727,8 +728,6 @@ List jacocoExclusions = [ 'org.opensearch.timeseries.ratelimit.RateLimitedRequestWorker', 'org.opensearch.timeseries.util.TimeUtil', 'org.opensearch.ad.transport.ADHCImputeTransportAction', - 'org.opensearch.timeseries.ml.RealTimeInferencer', - 'org.opensearch.timeseries.util.ExpiringValue', ] diff --git a/src/main/java/org/opensearch/forecast/rest/RestGetForecasterAction.java b/src/main/java/org/opensearch/forecast/rest/RestGetForecasterAction.java index c36a925a4..968c0ad27 100644 --- a/src/main/java/org/opensearch/forecast/rest/RestGetForecasterAction.java +++ b/src/main/java/org/opensearch/forecast/rest/RestGetForecasterAction.java @@ -71,7 +71,6 @@ protected RestChannelConsumer prepareRequest(RestRequest request, NodeClient cli all, RestHandlerUtils.buildEntity(request, forecasterId) ); - return channel -> client.execute(GetForecasterAction.INSTANCE, getForecasterRequest, new RestToXContentListener<>(channel)); } catch (IllegalArgumentException e) { throw new IllegalArgumentException(Encode.forHtml(e.getMessage())); diff --git a/src/main/java/org/opensearch/forecast/transport/SearchTopForecastResultTransportAction.java b/src/main/java/org/opensearch/forecast/transport/SearchTopForecastResultTransportAction.java index bd0df0d83..f81912f1e 100644 --- a/src/main/java/org/opensearch/forecast/transport/SearchTopForecastResultTransportAction.java +++ b/src/main/java/org/opensearch/forecast/transport/SearchTopForecastResultTransportAction.java @@ -467,7 +467,6 @@ private QueryBuilder generateBuildInSubFilter(SearchTopForecastResultRequest req */ private RangeQueryBuilder generateDateFilter(SearchTopForecastResultRequest request, Forecaster forecaster) { // forecast from is data end time for forecast - // return QueryBuilders.termQuery(CommonName.DATA_END_TIME_FIELD, request.getForecastFrom().toEpochMilli()); long startInclusive = request.getForecastFrom().toEpochMilli(); long endExclusive = startInclusive + forecaster.getIntervalInMilliseconds(); return QueryBuilders.rangeQuery(CommonName.DATA_END_TIME_FIELD).gte(startInclusive).lt(endExclusive); diff --git a/src/main/java/org/opensearch/timeseries/ml/RealTimeInferencer.java b/src/main/java/org/opensearch/timeseries/ml/RealTimeInferencer.java index ecc6fb3a1..4ec13f96f 100644 --- a/src/main/java/org/opensearch/timeseries/ml/RealTimeInferencer.java +++ b/src/main/java/org/opensearch/timeseries/ml/RealTimeInferencer.java @@ -120,7 +120,7 @@ public boolean process(Sample sample, ModelState modelState, Confi return processWithTimeout(modelState, config, taskId, sample); } - private boolean processWithTimeout(ModelState modelState, Config config, String taskId, Sample sample) { + public boolean processWithTimeout(ModelState modelState, Config config, String taskId, Sample sample) { String modelId = modelState.getModelId(); ReentrantLock lock = (ReentrantLock) modelLocks .computeIfAbsent( @@ -175,7 +175,7 @@ private boolean processWithTimeout(ModelState modelState, Config c return success; } - private boolean tryProcess(Sample sample, ModelState modelState, Config config, String taskId, long curExecutionEnd) { + public boolean tryProcess(Sample sample, ModelState modelState, Config config, String taskId, long curExecutionEnd) { String modelId = modelState.getModelId(); try { RCFResultType result = modelManager.getResult(sample, modelState, modelId, config, taskId); @@ -215,7 +215,7 @@ private boolean tryProcess(Sample sample, ModelState modelState, C return true; } - private void reColdStart(Config config, String modelId, Exception e, Sample sample, String taskId) { + public void reColdStart(Config config, String modelId, Exception e, Sample sample, String taskId) { // fail to score likely due to model corruption. Re-cold start to recover. LOG.error(new ParameterizedMessage("Likely model corruption for [{}]", modelId), e); stats.getStat(modelCorruptionStat).increment(); @@ -255,6 +255,13 @@ public void maintenance() { // will be thrown to transport broadcast handler throw new TimeSeriesException("Fail to maintain RealTimeInferencer", e); } + } + + public Map> getModelLocks() { + return modelLocks; + } + public Map>> getSampleQueues() { + return sampleQueues; } } diff --git a/src/main/java/org/opensearch/timeseries/ml/TimeSeriesSingleStreamCheckpointDao.java b/src/main/java/org/opensearch/timeseries/ml/TimeSeriesSingleStreamCheckpointDao.java deleted file mode 100644 index 960234701..000000000 --- a/src/main/java/org/opensearch/timeseries/ml/TimeSeriesSingleStreamCheckpointDao.java +++ /dev/null @@ -1,16 +0,0 @@ -/* - * SPDX-License-Identifier: Apache-2.0 - * - * The OpenSearch Contributors require contributions made to - * this file be licensed under the Apache-2.0 license or a - * compatible open source license. - * - * Modifications Copyright OpenSearch Contributors. See - * GitHub history for details. - */ - -package org.opensearch.timeseries.ml; - -public class TimeSeriesSingleStreamCheckpointDao { - -} diff --git a/src/main/java/org/opensearch/timeseries/task/TaskManager.java b/src/main/java/org/opensearch/timeseries/task/TaskManager.java index 3dbe9a339..cd0967555 100644 --- a/src/main/java/org/opensearch/timeseries/task/TaskManager.java +++ b/src/main/java/org/opensearch/timeseries/task/TaskManager.java @@ -44,6 +44,7 @@ import org.opensearch.action.get.GetRequest; import org.opensearch.action.index.IndexRequest; import org.opensearch.action.index.IndexResponse; +import org.opensearch.action.search.SearchPhaseExecutionException; import org.opensearch.action.search.SearchRequest; import org.opensearch.action.search.SearchResponse; import org.opensearch.action.support.WriteRequest; @@ -596,6 +597,9 @@ public void getAndExecuteOnLatestTasks( }, e -> { if (e instanceof IndexNotFoundException) { function.accept(new ArrayList<>()); + } else if (e instanceof SearchPhaseExecutionException && e.getMessage().contains("No mapping found for")) { + // state index hasn't finished initialization + function.accept(new ArrayList<>()); } else { logger.error("Failed to search task for config " + configId, e); listener.onFailure(e); diff --git a/src/test/java/org/opensearch/ad/AnomalyDetectorRestTestCase.java b/src/test/java/org/opensearch/ad/AnomalyDetectorRestTestCase.java index e07728fcb..35c3aeb3c 100644 --- a/src/test/java/org/opensearch/ad/AnomalyDetectorRestTestCase.java +++ b/src/test/java/org/opensearch/ad/AnomalyDetectorRestTestCase.java @@ -48,7 +48,6 @@ import com.google.common.collect.ImmutableList; import com.google.common.collect.ImmutableMap; -import com.google.gson.JsonArray; public abstract class AnomalyDetectorRestTestCase extends ODFERestTestCase { public static final Logger LOG = (Logger) LogManager.getLogger(AnomalyDetectorRestTestCase.class); @@ -390,52 +389,6 @@ public Response searchTopAnomalyResults(String detectorId, boolean historical, S ); } - public Response createUser(String name, String password, ArrayList backendRoles) throws IOException { - JsonArray backendRolesString = new JsonArray(); - for (int i = 0; i < backendRoles.size(); i++) { - backendRolesString.add(backendRoles.get(i)); - } - return TestHelpers - .makeRequest( - client(), - "PUT", - "/_opendistro/_security/api/internalusers/" + name, - null, - TestHelpers - .toHttpEntity( - " {\n" - + "\"password\": \"" - + password - + "\",\n" - + "\"backend_roles\": " - + backendRolesString - + ",\n" - + "\"attributes\": {\n" - + "}} " - ), - ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) - ); - } - - public Response createRoleMapping(String role, ArrayList users) throws IOException { - JsonArray usersString = new JsonArray(); - for (int i = 0; i < users.size(); i++) { - usersString.add(users.get(i)); - } - return TestHelpers - .makeRequest( - client(), - "PUT", - "/_opendistro/_security/api/rolesmapping/" + role, - null, - TestHelpers - .toHttpEntity( - "{\n" + " \"backend_roles\" : [ ],\n" + " \"hosts\" : [ ],\n" + " \"users\" : " + usersString + "\n" + "}" - ), - ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) - ); - } - public Response createIndexRole(String role, String index) throws IOException { return TestHelpers .makeRequest( @@ -554,18 +507,6 @@ public Response createDlsRole(String role, String index) throws IOException { ); } - public Response deleteUser(String user) throws IOException { - return TestHelpers - .makeRequest( - client(), - "DELETE", - "/_opendistro/_security/api/internalusers/" + user, - null, - "", - ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) - ); - } - public Response deleteRoleMapping(String user) throws IOException { return TestHelpers .makeRequest( diff --git a/src/test/java/org/opensearch/ad/e2e/AbstractMissingSingleFeatureTestCase.java b/src/test/java/org/opensearch/ad/e2e/AbstractMissingSingleFeatureTestCase.java index a14da76cb..4cce93b12 100644 --- a/src/test/java/org/opensearch/ad/e2e/AbstractMissingSingleFeatureTestCase.java +++ b/src/test/java/org/opensearch/ad/e2e/AbstractMissingSingleFeatureTestCase.java @@ -259,7 +259,11 @@ && scoreOneResult( verifyConfidence(testIndex, confidence, lastConfidence.get(entity)); lastConfidence.put(entity, confidence); } else { - assertEquals(null, imputed0); + assertEquals( + String.format(Locale.ROOT, "dataStartTime: %d, missingTimestamps: %s", dataStartTime, missingTimestamps), + null, + imputed0 + ); } lastSeen.put(entity, dataValue); diff --git a/src/test/java/org/opensearch/ad/e2e/AbstractRuleTestCase.java b/src/test/java/org/opensearch/ad/e2e/AbstractRuleTestCase.java index d1e7a100a..5aa931cdd 100644 --- a/src/test/java/org/opensearch/ad/e2e/AbstractRuleTestCase.java +++ b/src/test/java/org/opensearch/ad/e2e/AbstractRuleTestCase.java @@ -27,7 +27,7 @@ import com.google.gson.JsonParser; public abstract class AbstractRuleTestCase extends AbstractADSyntheticDataTest { - String categoricalField = "componentName"; + String categoricalField = "cityName"; /** * Ingest all of the data in file datasetName and create detector @@ -97,7 +97,7 @@ protected String genDetector(String datasetName, int intervalMinutes, int trainT Locale.ROOT, "{ \"name\": \"test\", \"description\": \"test\", \"time_field\": \"timestamp\"" + ", \"indices\": [\"%s\"], \"feature_attributes\": [{ \"feature_name\": \"feature 1\", \"feature_enabled\": " - + "\"true\", \"aggregation_query\": { \"Feature1\": { \"sum\": { \"field\": \"transform._doc_count\" } } } }" + + "\"true\", \"aggregation_query\": { \"Feature1\": { \"sum\": { \"field\": \"visitCount\" } } } }" + "], \"detection_interval\": { \"period\": { \"interval\": %d, \"unit\": \"Minutes\" } }, " + "\"category_field\": [\"%s\"], " + "\"window_delay\": { \"period\": {\"interval\": %d, \"unit\": \"MINUTES\"}}," @@ -140,7 +140,7 @@ protected TrainResult ingestTrainData( "{ \"mappings\": { \"properties\": { \"timestamp\": { \"type\":" + (useDateNanos ? "\"date_nanos\"" : "\"date\"") + "}," - + " \"transform._doc_count\": { \"type\": \"integer\" }," + + " \"visitCount\": { \"type\": \"integer\" }," + "\"%s\": { \"type\": \"keyword\"} } } }", categoricalField ); diff --git a/src/test/java/org/opensearch/ad/e2e/MissingIT.java b/src/test/java/org/opensearch/ad/e2e/MissingIT.java index f05afc5ee..f6f459d67 100644 --- a/src/test/java/org/opensearch/ad/e2e/MissingIT.java +++ b/src/test/java/org/opensearch/ad/e2e/MissingIT.java @@ -29,7 +29,7 @@ public abstract class MissingIT extends AbstractADSyntheticDataTest { protected int intervalMinutes = 10; public long intervalMillis = intervalMinutes * 60000L; - protected String categoricalField = "componentName"; + protected String categoricalField = "cityName"; protected int maxError = 20; protected int trainTestSplit = 100; diff --git a/src/test/java/org/opensearch/ad/rest/DataDependentADRestApiIT.java b/src/test/java/org/opensearch/ad/rest/DataDependentADRestApiIT.java index 2be8a59b6..6d10acdc2 100644 --- a/src/test/java/org/opensearch/ad/rest/DataDependentADRestApiIT.java +++ b/src/test/java/org/opensearch/ad/rest/DataDependentADRestApiIT.java @@ -69,7 +69,7 @@ public void testTwoFeatureSparse() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -99,7 +99,7 @@ public void testTwoFeatureSparse() throws Exception { + " \"aggregations\": {\n" + " \"max2\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" diff --git a/src/test/java/org/opensearch/ad/rest/SecureADRestIT.java b/src/test/java/org/opensearch/ad/rest/SecureADRestIT.java index 98bb89f64..f786bc9ae 100644 --- a/src/test/java/org/opensearch/ad/rest/SecureADRestIT.java +++ b/src/test/java/org/opensearch/ad/rest/SecureADRestIT.java @@ -12,12 +12,10 @@ package org.opensearch.ad.rest; import java.io.IOException; -import java.security.SecureRandom; import java.time.Instant; import java.time.temporal.ChronoUnit; import java.util.ArrayList; import java.util.Arrays; -import java.util.Locale; import java.util.Map; import org.apache.http.HttpHeaders; @@ -65,77 +63,6 @@ public class SecureADRestIT extends AnomalyDetectorRestTestCase { String oceanUser = "ocean"; RestClient oceanClient; - /** - * Create an unguessable password. Simple password are weak due to https://tinyurl.com/383em9zk - * @return a random password. - */ - public static String generatePassword(String username) { - String upperCase = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"; - String lowerCase = "abcdefghijklmnopqrstuvwxyz"; - String digits = "0123456789"; - String special = "_"; - - // Remove characters from username (case-insensitive) - String usernameLower = username.toLowerCase(Locale.ROOT); - for (char c : usernameLower.toCharArray()) { - upperCase = upperCase.replaceAll("(?i)" + c, ""); - lowerCase = lowerCase.replaceAll("(?i)" + c, ""); - digits = digits.replace(String.valueOf(c), ""); - special = special.replace(String.valueOf(c), ""); - } - - // Combine all remaining characters - String characters = upperCase + lowerCase + digits + special; - - // Check if we have enough characters to proceed - if (characters.length() < 4) { - throw new IllegalArgumentException("Not enough characters to generate password without using username characters."); - } - - SecureRandom rng = new SecureRandom(); - String password; - - do { - // Ensure password includes at least one character from each set, if available - StringBuilder passwordBuilder = new StringBuilder(); - if (!upperCase.isEmpty()) { - passwordBuilder.append(upperCase.charAt(rng.nextInt(upperCase.length()))); - } - if (!lowerCase.isEmpty()) { - passwordBuilder.append(lowerCase.charAt(rng.nextInt(lowerCase.length()))); - } - if (!digits.isEmpty()) { - passwordBuilder.append(digits.charAt(rng.nextInt(digits.length()))); - } - if (!special.isEmpty()) { - passwordBuilder.append(special.charAt(rng.nextInt(special.length()))); - } - - // Fill the rest of the password length with random characters - int remainingLength = 15 - passwordBuilder.length(); - for (int i = 0; i < remainingLength; i++) { - passwordBuilder.append(characters.charAt(rng.nextInt(characters.length()))); - } - - // Convert to char array for shuffling - char[] passwordChars = passwordBuilder.toString().toCharArray(); - - // Shuffle the password characters - for (int i = passwordChars.length - 1; i > 0; i--) { - int index = rng.nextInt(i + 1); - char temp = passwordChars[index]; - passwordChars[index] = passwordChars[i]; - passwordChars[i] = temp; - } - - password = new String(passwordChars); - - // Repeat if password contains the username as a substring (case-insensitive) - } while (password.toLowerCase(Locale.ROOT).contains(usernameLower.toLowerCase(Locale.ROOT))); - - return password; - } - @Before public void setupSecureTests() throws IOException { if (!isHttps()) { @@ -192,7 +119,7 @@ public void setupSecureTests() throws IOException { .build(); String oceanPassword = generatePassword(oceanUser); - createUser(oceanUser, elkPassword, new ArrayList<>(Arrays.asList("odfe"))); + createUser(oceanUser, oceanPassword, new ArrayList<>(Arrays.asList("odfe"))); oceanClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), oceanUser, oceanPassword) .setSocketTimeout(60000) .build(); @@ -462,7 +389,11 @@ public void testCreateAnomalyDetectorWithNoReadPermissionOfIndex() throws IOExce // User elk has AD full access, but has no read permission of index String indexName = anomalyDetector.getIndices().get(0); Exception exception = expectThrows(IOException.class, () -> { createRandomAnomalyDetector(false, false, indexName, oceanClient); }); - Assert.assertTrue("actual: " + exception.getMessage(), exception.getMessage().contains("Unauthorized")); + Assert + .assertTrue( + "actual: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [cluster:admin/opendistro/ad/detector/write]") + ); } public void testCreateAnomalyDetectorWithCustomResultIndex() throws IOException { @@ -542,7 +473,11 @@ public void testPreviewAnomalyDetectorWithNoReadPermissionOfIndex() throws IOExc enableFilterBy(); // User elk has no read permission of index Exception exception = expectThrows(Exception.class, () -> { previewAnomalyDetector(aliceDetector.getId(), oceanClient, input); }); - Assert.assertTrue("actual msg: " + exception.getMessage(), exception.getMessage().contains("Unauthorized")); + Assert + .assertTrue( + "actual msg: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [cluster:admin/opendistro/ad/detector/preview]") + ); } public void testValidateAnomalyDetectorWithWriteAccess() throws IOException { @@ -572,7 +507,11 @@ public void testValidateAnomalyDetectorWithNoReadPermissionOfIndex() throws IOEx enableFilterBy(); // User elk has no read permission of index, can't validate detector Exception exception = expectThrows(Exception.class, () -> { validateAnomalyDetector(detector, oceanClient); }); - Assert.assertTrue("actual: " + exception.getMessage(), exception.getMessage().contains("Unauthorized")); + Assert + .assertTrue( + "actual: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [indices:data/read/search]") + ); } public void testValidateAnomalyDetectorWithNoBackendRole() throws IOException { diff --git a/src/test/java/org/opensearch/forecast/AbstractForecastSyntheticDataTest.java b/src/test/java/org/opensearch/forecast/AbstractForecastSyntheticDataTest.java index 2546d3c2b..89e1a51b2 100644 --- a/src/test/java/org/opensearch/forecast/AbstractForecastSyntheticDataTest.java +++ b/src/test/java/org/opensearch/forecast/AbstractForecastSyntheticDataTest.java @@ -5,6 +5,157 @@ package org.opensearch.forecast; +import static org.opensearch.timeseries.TimeSeriesAnalyticsPlugin.FORECAST_BASE_URI; +import static org.opensearch.timeseries.util.RestHandlerUtils.COUNT; +import static org.opensearch.timeseries.util.RestHandlerUtils.MATCH; +import static org.opensearch.timeseries.util.RestHandlerUtils.PROFILE; +import static org.opensearch.timeseries.util.RestHandlerUtils.RESULTS; +import static org.opensearch.timeseries.util.RestHandlerUtils.RUN_ONCE; +import static org.opensearch.timeseries.util.RestHandlerUtils.SEARCH; +import static org.opensearch.timeseries.util.RestHandlerUtils.START_JOB; +import static org.opensearch.timeseries.util.RestHandlerUtils.STATS; +import static org.opensearch.timeseries.util.RestHandlerUtils.STOP_JOB; +import static org.opensearch.timeseries.util.RestHandlerUtils.SUGGEST; +import static org.opensearch.timeseries.util.RestHandlerUtils.TOP_FORECASTS; +import static org.opensearch.timeseries.util.RestHandlerUtils.VALIDATE; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; +import java.util.Locale; +import java.util.Set; + +import org.apache.http.ParseException; +import org.apache.http.util.EntityUtils; +import org.opensearch.client.Response; +import org.opensearch.client.RestClient; +import org.opensearch.core.xcontent.XContentParser; +import org.opensearch.forecast.constant.ForecastCommonName; +import org.opensearch.forecast.model.ForecastTaskProfile; +import org.opensearch.forecast.model.Forecaster; import org.opensearch.timeseries.AbstractSyntheticDataTest; +import org.opensearch.timeseries.TestHelpers; +import org.opensearch.timeseries.TimeSeriesAnalyticsPlugin; +import org.opensearch.timeseries.model.Config; + +import com.google.common.collect.ImmutableMap; + +public class AbstractForecastSyntheticDataTest extends AbstractSyntheticDataTest { + public static final int MAX_RETRY_TIMES = 200; + protected static final String SUGGEST_INTERVAL_URI; + protected static final String SUGGEST_INTERVAL_HORIZON_HISTORY_URI; + protected static final String VALIDATE_FORECASTER; + protected static final String VALIDATE_FORECASTER_MODEL; + protected static final String CREATE_FORECASTER; + protected static final String RUN_ONCE_FORECASTER; + protected static final String START_FORECASTER; + protected static final String STOP_FORECASTER; + protected static final String UPDATE_FORECASTER; + protected static final String SEARCH_RESULTS; + protected static final String GET_FORECASTER; + protected static final String TOP_FORECASTER; + protected static final String PROFILE_ALL_FORECASTER; + protected static final String PROFILE_FORECASTER; + protected static final String STATS_FORECASTER; + protected static final String SEARCH_TASK_FORECASTER; + protected static final String SEARCH_FORECASTER; + protected static final String DELETE_FORECASTER; + protected static final String COUNT_FORECASTER; + protected static final String MATCH_FORECASTER; + protected static final String SEARCH_INDEX_MATCH_ALL; + + static { + SUGGEST_INTERVAL_URI = String + .format( + Locale.ROOT, + "%s/%s/%s", + TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, + SUGGEST, + Forecaster.FORECAST_INTERVAL_FIELD + ); + SUGGEST_INTERVAL_HORIZON_HISTORY_URI = String + .format( + Locale.ROOT, + "%s/%s/%s,%s,%s", + TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, + SUGGEST, + Forecaster.FORECAST_INTERVAL_FIELD, + Forecaster.HORIZON_FIELD, + Config.HISTORY_INTERVAL_FIELD + ); + VALIDATE_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, VALIDATE); + VALIDATE_FORECASTER_MODEL = String + .format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, VALIDATE, "model"); + CREATE_FORECASTER = TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI; + RUN_ONCE_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", RUN_ONCE); + START_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", START_JOB); + STOP_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", STOP_JOB); + UPDATE_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s"); + SEARCH_RESULTS = "opensearch-forecast-result*/_search"; + GET_FORECASTER = String.format(Locale.ROOT, "%s/%s?task=true", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s"); + TOP_FORECASTER = String + .format(Locale.ROOT, "%s/%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", RESULTS, TOP_FORECASTS); + PROFILE_ALL_FORECASTER = String + .format(Locale.ROOT, "%s/%s/%s?_all=true&pretty", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", PROFILE); + PROFILE_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", PROFILE); + STATS_FORECASTER = String.format(Locale.ROOT, "%s/%s", FORECAST_BASE_URI, STATS); + SEARCH_TASK_FORECASTER = String.format(Locale.ROOT, "%s/tasks/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, SEARCH); + SEARCH_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, SEARCH); + DELETE_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s"); + COUNT_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, COUNT); + MATCH_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, MATCH); + SEARCH_INDEX_MATCH_ALL = "%s/_search?pretty"; + } + + protected ForecastTaskProfile getForecastTaskProfile(String forecasterId, RestClient client) throws IOException, ParseException { + Response profileResponse = TestHelpers + .makeRequest( + client, + "GET", + TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI + "/" + forecasterId + "/_profile/" + ForecastCommonName.FORECAST_TASK, + ImmutableMap.of(), + "", + null + ); + return parseForecastTaskProfile(profileResponse); + } + + protected ForecastTaskProfile parseForecastTaskProfile(Response profileResponse) throws IOException, ParseException { + String profileResult = EntityUtils.toString(profileResponse.getEntity()); + XContentParser parser = TestHelpers.parser(profileResult); + ForecastTaskProfile forecastTaskProfile = null; + while (parser.nextToken() != XContentParser.Token.END_OBJECT) { + String fieldName = parser.currentName(); + parser.nextToken(); + if ("forecast_task".equals(fieldName)) { + forecastTaskProfile = ForecastTaskProfile.parse(parser); + } else { + parser.skipChildren(); + } + } + return forecastTaskProfile; + } + + protected List waitUntilTaskReachState(String forecasterId, Set targetStates, RestClient client) + throws InterruptedException { + List results = new ArrayList<>(); + int i = 0; + ForecastTaskProfile forecastTaskProfile = null; + // Increase retryTimes if some task can't reach done state + while ((forecastTaskProfile == null || !targetStates.contains(forecastTaskProfile.getTask().getState())) && i < MAX_RETRY_TIMES) { + try { + forecastTaskProfile = getForecastTaskProfile(forecasterId, client); + } catch (Exception e) { + logger.error("failed to get ForecastTaskProfile", e); + } finally { + Thread.sleep(1000); + } + i++; + } + assertNotNull(forecastTaskProfile); + results.add(forecastTaskProfile); + results.add(i); + return results; + } -public class AbstractForecastSyntheticDataTest extends AbstractSyntheticDataTest {} +} diff --git a/src/test/java/org/opensearch/forecast/ml/ForecastRealTimeInferencerTests.java b/src/test/java/org/opensearch/forecast/ml/ForecastRealTimeInferencerTests.java new file mode 100644 index 000000000..1ff81434c --- /dev/null +++ b/src/test/java/org/opensearch/forecast/ml/ForecastRealTimeInferencerTests.java @@ -0,0 +1,331 @@ +/* + * Copyright OpenSearch Contributors + * SPDX-License-Identifier: Apache-2.0 + */ + +package org.opensearch.forecast.ml; + +import static org.mockito.ArgumentMatchers.any; +import static org.mockito.ArgumentMatchers.anyString; +import static org.mockito.Mockito.mock; +import static org.mockito.Mockito.never; +import static org.mockito.Mockito.spy; +import static org.mockito.Mockito.times; +import static org.mockito.Mockito.verify; +import static org.mockito.Mockito.when; + +import java.time.Clock; +import java.time.Duration; +import java.time.Instant; +import java.util.Map; +import java.util.PriorityQueue; +import java.util.concurrent.locks.Lock; +import java.util.concurrent.locks.ReentrantLock; + +import org.junit.Before; +import org.mockito.ArgumentCaptor; +import org.opensearch.common.unit.TimeValue; +import org.opensearch.forecast.caching.ForecastCacheProvider; +import org.opensearch.forecast.caching.ForecastPriorityCache; +import org.opensearch.forecast.model.Forecaster; +import org.opensearch.forecast.ratelimit.ForecastColdStartWorker; +import org.opensearch.forecast.ratelimit.ForecastSaveResultStrategy; +import org.opensearch.test.OpenSearchTestCase; +import org.opensearch.threadpool.Scheduler.ScheduledCancellable; +import org.opensearch.threadpool.ThreadPool; +import org.opensearch.timeseries.ml.ModelState; +import org.opensearch.timeseries.ml.Sample; +import org.opensearch.timeseries.settings.TimeSeriesSettings; +import org.opensearch.timeseries.stats.Stats; +import org.opensearch.timeseries.stats.TimeSeriesStat; +import org.opensearch.timeseries.util.ExpiringValue; + +import com.amazon.randomcutforest.parkservices.RCFCaster; + +public class ForecastRealTimeInferencerTests extends OpenSearchTestCase { + private ForecastRealTimeInferencer inferencer; + private Clock clock; + private Forecaster config; + private ModelState modelState; + private Sample sample; + private ThreadPool threadPool; + private ForecastModelManager modelManager; + private Stats stats; + private TimeSeriesStat timeSeriesStat; + private ForecastCacheProvider cacheProvider; + private ForecastPriorityCache cache; + + @SuppressWarnings("unchecked") + @Before + public void setup() { + // Initialize clock to fixed instant + clock = mock(Clock.class); + + threadPool = mock(ThreadPool.class); + modelManager = mock(ForecastModelManager.class); + + // Mock the stats.getStat to return a mock TimeSeriesStat + stats = mock(Stats.class); + timeSeriesStat = mock(TimeSeriesStat.class); + when(stats.getStat(anyString())).thenReturn(timeSeriesStat); + + cacheProvider = mock(ForecastCacheProvider.class); + cache = mock(ForecastPriorityCache.class); + when(cacheProvider.get()).thenReturn(cache); + + // Initialize inferencer with mocks or minimal implementations + inferencer = new ForecastRealTimeInferencer( + modelManager, + stats, + mock(ForecastCheckpointDao.class), + mock(ForecastColdStartWorker.class), + mock(ForecastSaveResultStrategy.class), + cacheProvider, + threadPool, + clock + ); + + // Set up the Config object with an interval duration + config = mock(Forecaster.class); + when(config.getIntervalDuration()).thenReturn(Duration.ofSeconds(60)); // 60 seconds + + modelState = mock(ModelState.class); + sample = mock(Sample.class); + } + + public void testMaintenanceWithNonExpiredEntries() { + long expirationTimeInMillis = config + .getIntervalDuration() + .multipliedBy(TimeSeriesSettings.EXPIRING_VALUE_MAINTENANCE_FREQ) + .toMillis(); + + String modelId = "testModelId"; + + // Add entries to sampleQueues and modelLocks + Map>> sampleQueues = inferencer.getSampleQueues(); + Map> modelLocks = inferencer.getModelLocks(); + + // Create a sample queue and add to sampleQueues + PriorityQueue sampleQueue = new PriorityQueue<>(); + ExpiringValue> expiringSampleQueue = new ExpiringValue<>(sampleQueue, expirationTimeInMillis, clock); + + sampleQueues.put(modelId, expiringSampleQueue); + + // Create a model lock and add to modelLocks + ReentrantLock lock = new ReentrantLock(); + ExpiringValue expiringLock = new ExpiringValue<>(lock, expirationTimeInMillis, clock); + + modelLocks.put(modelId, expiringLock); + + // Verify that entries are present before maintenance + assertTrue(sampleQueues.containsKey(modelId)); + assertTrue(modelLocks.containsKey(modelId)); + + // Call maintenance() + inferencer.maintenance(); + + // Verify that entries are still present after maintenance + assertTrue(sampleQueues.containsKey(modelId)); + assertTrue(modelLocks.containsKey(modelId)); + } + + public void testMaintenanceWithExpiredEntries() { + long expirationTimeInMillis = config + .getIntervalDuration() + .multipliedBy(TimeSeriesSettings.EXPIRING_VALUE_MAINTENANCE_FREQ) + .toMillis(); + + String modelId = "testModelId"; + + // Add entries to sampleQueues and modelLocks + Map>> sampleQueues = inferencer.getSampleQueues(); + Map> modelLocks = inferencer.getModelLocks(); + + // Create a sample queue and add to sampleQueues + PriorityQueue sampleQueue = new PriorityQueue<>(); + ExpiringValue> expiringSampleQueue = new ExpiringValue<>(sampleQueue, expirationTimeInMillis, clock); + + sampleQueues.put(modelId, expiringSampleQueue); + + // Create a model lock and add to modelLocks + ReentrantLock lock = new ReentrantLock(); + ExpiringValue expiringLock = new ExpiringValue<>(lock, expirationTimeInMillis, clock); + + modelLocks.put(modelId, expiringLock); + + // Verify that entries are present before maintenance + assertTrue(sampleQueues.containsKey(modelId)); + assertTrue(modelLocks.containsKey(modelId)); + + // Advance clock beyond expiration time + when(clock.millis()).thenReturn(expirationTimeInMillis + 1); + + // Call maintenance() + inferencer.maintenance(); + + // Verify that entries have been removed after maintenance + assertFalse(sampleQueues.containsKey(modelId)); + assertFalse(modelLocks.containsKey(modelId)); + } + + public void testProcessWithTimeout_LockNotAcquired_TimeoutReached() { + // Set up the Config object + when(config.getIntervalInMilliseconds()).thenReturn(60000L); // 60 seconds in milliseconds + when(config.getWindowDelay()).thenReturn(null); + + String modelId = "testModelId"; + + // Mock modelState to return the modelId + when(modelState.getModelId()).thenReturn(modelId); + + // Mock sample to return data end time + when(sample.getDataEndTime()).thenReturn(Instant.ofEpochMilli(1000L)); + + // Create a lock that always returns false on tryLock() + Lock lock = mock(ReentrantLock.class); + when(lock.tryLock()).thenReturn(false); + + // Add the lock to modelLocks + Map> modelLocks = inferencer.getModelLocks(); + ExpiringValue expiringLock = new ExpiringValue<>( + lock, + config.getIntervalDuration().multipliedBy(TimeSeriesSettings.EXPIRING_VALUE_MAINTENANCE_FREQ).toMillis(), + clock + ); + modelLocks.put(modelId, expiringLock); + + // Set clock time to simulate timeout reached + long windowDelayMillis = 0L; // Since getWindowDelay() returns null + long curExecutionEnd = 1000L + windowDelayMillis; // sample data end time + window delay + long nextExecutionEnd = curExecutionEnd + config.getIntervalInMilliseconds(); // Should be 1000 + 60000 = 61000 + when(clock.millis()).thenReturn(nextExecutionEnd + 1); // Set clock.millis() to 61001 to simulate timeout + + // Call processWithTimeout + boolean result = inferencer.processWithTimeout(modelState, config, "taskId", sample); + + // Verify that the method returns false + assertFalse(result); + + // Verify that threadPool.schedule is NOT called + verify(threadPool, never()).schedule(any(Runnable.class), any(TimeValue.class), anyString()); + } + + public void testProcessWithTimeout_LockNotAcquired_ScheduleRetry() { + // Set up the Config object + when(config.getIntervalInMilliseconds()).thenReturn(60000L); // 60 seconds in milliseconds + when(config.getWindowDelay()).thenReturn(null); + + String modelId = "testModelId"; + + // Mock modelState to return the modelId + when(modelState.getModelId()).thenReturn(modelId); + + // Mock sample to return data end time + when(sample.getDataEndTime()).thenReturn(Instant.ofEpochMilli(1000L)); + + // Create a lock that always returns false on tryLock() + Lock lock = mock(ReentrantLock.class); + when(lock.tryLock()).thenReturn(false); + + // Add the lock to modelLocks + Map> modelLocks = inferencer.getModelLocks(); + ExpiringValue expiringLock = new ExpiringValue<>( + lock, + config.getIntervalDuration().multipliedBy(TimeSeriesSettings.EXPIRING_VALUE_MAINTENANCE_FREQ).toMillis(), + clock + ); + modelLocks.put(modelId, expiringLock); + + // Set clock time to simulate timeout not reached + long windowDelayMillis = 0L; // Since getWindowDelay() returns null + long curExecutionEnd = 1000L + windowDelayMillis; // sample data end time + window delay + long nextExecutionEnd = curExecutionEnd + config.getIntervalInMilliseconds(); // Should be 1000 + 60000 = 61000 + when(clock.millis()).thenReturn(nextExecutionEnd - 1); // Set clock.millis() to 60999 to simulate timeout not reached + + // Mock the threadPool.schedule method to capture the Runnable + ArgumentCaptor runnableCaptor = ArgumentCaptor.forClass(Runnable.class); + ArgumentCaptor timeValueCaptor = ArgumentCaptor.forClass(TimeValue.class); + ArgumentCaptor threadPoolNameCaptor = ArgumentCaptor.forClass(String.class); + + when(threadPool.schedule(runnableCaptor.capture(), timeValueCaptor.capture(), threadPoolNameCaptor.capture())) + .thenReturn(mock(ScheduledCancellable.class)); + + // Call processWithTimeout + boolean result = inferencer.processWithTimeout(modelState, config, "taskId", sample); + + // Verify that the method returns false + assertFalse(result); + + // Verify that threadPool.schedule is called + verify(threadPool, times(1)).schedule(any(Runnable.class), any(TimeValue.class), anyString()); + + // Verify that the scheduled Runnable is correct + Runnable scheduledRunnable = runnableCaptor.getValue(); + assertNotNull(scheduledRunnable); + + // Verify that the scheduled time is 1 second + TimeValue scheduledTimeValue = timeValueCaptor.getValue(); + assertEquals(1, scheduledTimeValue.seconds()); + } + + public void testTryProcess_IncorrectOrderingOfTimeException() { + // Set up mocks + String modelId = "testModelId"; + when(modelState.getModelId()).thenReturn(modelId); + when(config.getId()).thenReturn("testConfigId"); + when(sample.getDataEndTime()).thenReturn(Instant.ofEpochMilli(1000L)); + + // Mock modelManager to throw IllegalArgumentException with message containing "incorrect ordering of time" + IllegalArgumentException exception = new IllegalArgumentException("incorrect ordering of time"); + when(modelManager.getResult(sample, modelState, modelId, config, "taskId")).thenThrow(exception); + + // Spy on inferencer to verify method calls + ForecastRealTimeInferencer spyInferencer = spy(inferencer); + + // Call tryProcess + boolean result = spyInferencer.tryProcess(sample, modelState, config, "taskId", 1000L); + + // Verify that the method returns false + assertFalse(result); + + // Verify that reColdStart is NOT called + verify(spyInferencer, never()).reColdStart(any(), anyString(), any(), any(), anyString()); + } + + public void testTryProcess_OtherIllegalArgumentException() { + // Set up mocks + String modelId = "testModelId"; + when(modelState.getModelId()).thenReturn(modelId); + when(config.getId()).thenReturn("testConfigId"); + when(sample.getDataStartTime()).thenReturn(Instant.ofEpochMilli(1000L)); + when(sample.getDataEndTime()).thenReturn(Instant.ofEpochMilli(1000L)); + + // Mock modelManager to throw IllegalArgumentException with a different message + IllegalArgumentException exception = new IllegalArgumentException("some other exception message"); + when(modelManager.getResult(sample, modelState, modelId, config, "taskId")).thenThrow(exception); + + // Spy on inferencer to verify method calls + ForecastRealTimeInferencer spyInferencer = spy(inferencer); + + // Call tryProcess + boolean result = spyInferencer.tryProcess(sample, modelState, config, "taskId", 1000L); + + // Verify that the method returns false + assertFalse(result); + + // Verify that reColdStart is called once + verify(spyInferencer, times(1)).reColdStart(config, modelId, exception, sample, "taskId"); + + // Verify that stats.getStat is called with the correct argument + verify(stats, times(1)).getStat(anyString()); + + // Verify that timeSeriesStat.increment() is called + verify(timeSeriesStat, times(1)).increment(); + + // Verify that cache.get() is called + verify(cacheProvider, times(1)).get(); + + // Verify that cache.removeModel is called with correct arguments + verify(cache, times(1)).removeModel(config.getId(), modelId); + } +} diff --git a/src/test/java/org/opensearch/forecast/rest/ForecastRestApiIT.java b/src/test/java/org/opensearch/forecast/rest/ForecastRestApiIT.java index 46d1bdacd..911ee8484 100644 --- a/src/test/java/org/opensearch/forecast/rest/ForecastRestApiIT.java +++ b/src/test/java/org/opensearch/forecast/rest/ForecastRestApiIT.java @@ -6,43 +6,29 @@ package org.opensearch.forecast.rest; import static org.hamcrest.Matchers.containsString; -import static org.opensearch.timeseries.util.RestHandlerUtils.RUN_ONCE; -import static org.opensearch.timeseries.util.RestHandlerUtils.START_JOB; -import static org.opensearch.timeseries.util.RestHandlerUtils.STOP_JOB; -import static org.opensearch.timeseries.util.RestHandlerUtils.SUGGEST; -import static org.opensearch.timeseries.util.RestHandlerUtils.VALIDATE; import java.io.IOException; import java.time.Duration; import java.time.Instant; import java.time.temporal.ChronoUnit; -import java.util.ArrayList; import java.util.List; import java.util.Locale; import java.util.Map; -import java.util.Set; import java.util.regex.Matcher; import java.util.regex.Pattern; import org.apache.http.HttpEntity; -import org.apache.http.ParseException; -import org.apache.http.util.EntityUtils; import org.hamcrest.MatcherAssert; import org.junit.Before; import org.opensearch.client.Response; import org.opensearch.client.ResponseException; import org.opensearch.client.RestClient; import org.opensearch.core.rest.RestStatus; -import org.opensearch.core.xcontent.XContentParser; import org.opensearch.forecast.AbstractForecastSyntheticDataTest; -import org.opensearch.forecast.constant.ForecastCommonName; import org.opensearch.forecast.model.ForecastTaskProfile; -import org.opensearch.forecast.model.Forecaster; import org.opensearch.forecast.settings.ForecastEnabledSetting; import org.opensearch.timeseries.TestHelpers; -import org.opensearch.timeseries.TimeSeriesAnalyticsPlugin; import org.opensearch.timeseries.constant.CommonMessages; -import org.opensearch.timeseries.model.Config; import org.opensearch.timeseries.model.EntityTaskProfile; import org.opensearch.timeseries.model.TaskState; import org.opensearch.timeseries.util.RestHandlerUtils; @@ -63,44 +49,6 @@ */ public class ForecastRestApiIT extends AbstractForecastSyntheticDataTest { public static final int MAX_RETRY_TIMES = 200; - private static final String SUGGEST_INTERVAL_URI; - private static final String SUGGEST_INTERVAL_HORIZON_HISTORY_URI; - private static final String VALIDATE_FORECASTER; - private static final String VALIDATE_FORECASTER_MODEL; - private static final String CREATE_FORECASTER; - private static final String RUN_ONCE_FORECASTER; - private static final String START_FORECASTER; - private static final String STOP_FORECASTER; - private static final String UPDATE_FORECASTER; - - static { - SUGGEST_INTERVAL_URI = String - .format( - Locale.ROOT, - "%s/%s/%s", - TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, - SUGGEST, - Forecaster.FORECAST_INTERVAL_FIELD - ); - SUGGEST_INTERVAL_HORIZON_HISTORY_URI = String - .format( - Locale.ROOT, - "%s/%s/%s,%s,%s", - TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, - SUGGEST, - Forecaster.FORECAST_INTERVAL_FIELD, - Forecaster.HORIZON_FIELD, - Config.HISTORY_INTERVAL_FIELD - ); - VALIDATE_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, VALIDATE); - VALIDATE_FORECASTER_MODEL = String - .format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, VALIDATE, "model"); - CREATE_FORECASTER = TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI; - RUN_ONCE_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", RUN_ONCE); - START_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", START_JOB); - STOP_FORECASTER = String.format(Locale.ROOT, "%s/%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s", STOP_JOB); - UPDATE_FORECASTER = String.format(Locale.ROOT, "%s/%s", TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI, "%s"); - } @Override @Before @@ -127,7 +75,7 @@ private static Instant loadSparseCategoryData(int trainTestSplit) throws Excepti String mapping = "{ \"mappings\": { \"properties\": { \"timestamp\": { \"type\":" + "\"date\"" + "}," - + " \"transform._doc_count\": { \"type\": \"integer\" }," + + " \"visitCount\": { \"type\": \"integer\" }," + "\"component1Name\": { \"type\": \"keyword\"}," + "\"component2Name\": { \"type\": \"keyword\"}" + "} } }"; @@ -136,13 +84,13 @@ private static Instant loadSparseCategoryData(int trainTestSplit) throws Excepti for (int i = 0; i < trainTestSplit; i++) { JsonObject row = data.get(i); - // Get the value of the "componentName" field - String componentName = row.get("componentName").getAsString(); + // Get the value of the "cityName" field + String cityName = row.get("cityName").getAsString(); - // Replace the field based on the value of "componentName" - row.remove("componentName"); // Remove the original "componentName" field + // Replace the field based on the value of "cityName" + row.remove("cityName"); // Remove the original "cityName" field - if ("Phoenix".equals(componentName)) { + if ("Phoenix".equals(cityName)) { if (phonenixIndex % 2 == 0) { row.addProperty("component1Name", "server1"); row.addProperty("component2Name", "app1"); @@ -151,7 +99,7 @@ private static Instant loadSparseCategoryData(int trainTestSplit) throws Excepti row.addProperty("component2Name", "app1"); } phonenixIndex++; - } else if ("Scottsdale".equals(componentName)) { + } else if ("Scottsdale".equals(cityName)) { if (scottsdaleIndex % 2 == 0) { row.addProperty("component1Name", "server3"); row.addProperty("component2Name", "app2"); @@ -418,7 +366,7 @@ public void testSuggestTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -489,7 +437,7 @@ public void testSuggestTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -591,7 +539,7 @@ public void testSuggestSparseData() throws Exception { */ public void testFailToSuggest() throws Exception { int trainTestSplit = 100; - String categoricalField = "componentName"; + String categoricalField = "cityName"; GenData dataGenerated = genUniformSingleFeatureData( 70, trainTestSplit, @@ -987,7 +935,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1057,7 +1005,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1132,7 +1080,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1220,7 +1168,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregations\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1296,7 +1244,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1360,7 +1308,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count2\"\n" + + " \"field\": \"visitCount2\"\n" + " }\n" + " }\n" + " }\n" @@ -1436,7 +1384,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1530,7 +1478,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1560,7 +1508,7 @@ public void testValidateTenMinute() throws Exception { + " \"aggregations\": {\n" + " \"max2\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1633,7 +1581,7 @@ public void testValidateHC() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1695,7 +1643,7 @@ public void testValidateHC() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1756,7 +1704,7 @@ public void testValidateHC() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1820,7 +1768,7 @@ public void testValidateHC() throws Exception { + " \"aggregation_query\": {\n" + " \"sum1\": {\n" + " \"sum\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1903,7 +1851,7 @@ public void testCreate() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -1933,7 +1881,7 @@ public void testCreate() throws Exception { + " \"aggregations\": {\n" + " \"max2\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2015,7 +1963,7 @@ public void testCreate() throws Exception { + " \"aggregations\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2082,7 +2030,7 @@ public void testRunOnce() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2137,7 +2085,8 @@ public void testRunOnce() throws Exception { ForecastTaskProfile forecastTaskProfile = (ForecastTaskProfile) waitUntilTaskReachState( forecasterId, - ImmutableSet.of(TaskState.TEST_COMPLETE.name()) + ImmutableSet.of(TaskState.TEST_COMPLETE.name()), + client() ).get(0); assertTrue(forecastTaskProfile != null); assertTrue(forecastTaskProfile.getTask().isLatest()); @@ -2195,25 +2144,12 @@ public void testRunOnce() throws Exception { assertEquals(forecasterId, responseMap.get("_id")); } - public ForecastTaskProfile getForecastTaskProfile(String forecasterId) throws IOException, ParseException { - Response profileResponse = TestHelpers - .makeRequest( - client(), - "GET", - TimeSeriesAnalyticsPlugin.FORECAST_FORECASTERS_URI + "/" + forecasterId + "/_profile/" + ForecastCommonName.FORECAST_TASK, - ImmutableMap.of(), - "", - null - ); - return parseForecastTaskProfile(profileResponse); - } - public Response searchTaskResult(String taskId) throws IOException { Response response = TestHelpers .makeRequest( client(), "GET", - "opensearch-forecast-result*/_search", + SEARCH_RESULTS, ImmutableMap.of(), TestHelpers .toHttpEntity( @@ -2224,43 +2160,6 @@ public Response searchTaskResult(String taskId) throws IOException { return response; } - public ForecastTaskProfile parseForecastTaskProfile(Response profileResponse) throws IOException, ParseException { - String profileResult = EntityUtils.toString(profileResponse.getEntity()); - XContentParser parser = TestHelpers.parser(profileResult); - ForecastTaskProfile forecastTaskProfile = null; - while (parser.nextToken() != XContentParser.Token.END_OBJECT) { - String fieldName = parser.currentName(); - parser.nextToken(); - if ("forecast_task".equals(fieldName)) { - forecastTaskProfile = ForecastTaskProfile.parse(parser); - } else { - parser.skipChildren(); - } - } - return forecastTaskProfile; - } - - protected List waitUntilTaskReachState(String forecasterId, Set targetStates) throws InterruptedException { - List results = new ArrayList<>(); - int i = 0; - ForecastTaskProfile forecastTaskProfile = null; - // Increase retryTimes if some task can't reach done state - while ((forecastTaskProfile == null || !targetStates.contains(forecastTaskProfile.getTask().getState())) && i < MAX_RETRY_TIMES) { - try { - forecastTaskProfile = getForecastTaskProfile(forecasterId); - } catch (Exception e) { - logger.error("failed to get ForecastTaskProfile", e); - } finally { - Thread.sleep(1000); - } - i++; - } - assertNotNull(forecastTaskProfile); - results.add(forecastTaskProfile); - results.add(i); - return results; - } - public void testCreateDetector() throws Exception { // Case 1: users cannot specify forecaster id when creating a forecaster Instant trainTime = loadRuleData(200); @@ -2280,7 +2179,7 @@ public void testCreateDetector() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2344,7 +2243,7 @@ public void testUpdateDetector() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2404,7 +2303,7 @@ public void testUpdateDetector() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2459,7 +2358,7 @@ public void testUpdateDetector() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2484,7 +2383,7 @@ public void testUpdateDetector() throws Exception { + " \"unit\": \"MINUTES\"\n" + " }\n" + " },\n" - + " \"category_field\": [\"componentName\"]" + + " \"category_field\": [\"cityName\"]" + "}"; response = TestHelpers .makeRequest( @@ -2515,7 +2414,7 @@ public void testUpdateDetector() throws Exception { + " \"aggregation_query\": {\n" + " \"max1\": {\n" + " \"max\": {\n" - + " \"field\": \"transform._doc_count\"\n" + + " \"field\": \"visitCount\"\n" + " }\n" + " }\n" + " }\n" @@ -2540,7 +2439,7 @@ public void testUpdateDetector() throws Exception { + " \"unit\": \"MINUTES\"\n" + " }\n" + " },\n" - + " \"category_field\": [\"componentName\"]," + + " \"category_field\": [\"cityName\"]," + " \"result_index\": \"opensearch-forecast-result-b\"" + "}"; response = TestHelpers diff --git a/src/test/java/org/opensearch/forecast/rest/SecureForecastRestIT.java b/src/test/java/org/opensearch/forecast/rest/SecureForecastRestIT.java new file mode 100644 index 000000000..ae838080d --- /dev/null +++ b/src/test/java/org/opensearch/forecast/rest/SecureForecastRestIT.java @@ -0,0 +1,1921 @@ +/* + * Copyright OpenSearch Contributors + * SPDX-License-Identifier: Apache-2.0 + */ + +package org.opensearch.forecast.rest; + +import java.io.IOException; +import java.time.Duration; +import java.time.Instant; +import java.util.ArrayList; +import java.util.Arrays; +import java.util.List; +import java.util.Locale; +import java.util.Map; + +import org.apache.http.HttpEntity; +import org.apache.http.HttpHeaders; +import org.apache.http.HttpHost; +import org.apache.http.message.BasicHeader; +import org.apache.logging.log4j.LogManager; +import org.apache.logging.log4j.core.Logger; +import org.junit.After; +import org.junit.Assert; +import org.junit.Before; +import org.opensearch.action.search.SearchResponse; +import org.opensearch.client.Response; +import org.opensearch.client.ResponseException; +import org.opensearch.client.RestClient; +import org.opensearch.common.xcontent.json.JsonXContent; +import org.opensearch.commons.rest.SecureRestClientBuilder; +import org.opensearch.core.rest.RestStatus; +import org.opensearch.forecast.AbstractForecastSyntheticDataTest; +import org.opensearch.forecast.model.ForecastTaskProfile; +import org.opensearch.forecast.settings.ForecastEnabledSetting; +import org.opensearch.search.SearchHit; +import org.opensearch.timeseries.TestHelpers; +import org.opensearch.timeseries.model.TaskState; + +import com.google.common.collect.ImmutableList; +import com.google.common.collect.ImmutableMap; +import com.google.common.collect.ImmutableSet; + +public class SecureForecastRestIT extends AbstractForecastSyntheticDataTest { + private static final Logger LOG = (Logger) LogManager.getLogger(SecureForecastRestIT.class); + + private static final String forecastReadRole = "forecast_read_access"; + private static final String forecastFullRole = "forecast_full_access"; + private static final String sourceIndexReadRole = "data_source_read"; + private static final String phoenixReadRole = "phoenix_read_role"; + private static final String noResultRole = "forecast_no_result_access"; + private static final String devOpsResultRole = "forecast_devOps_result_access"; + private static final String sdeResultRole = "forecast_sde_result_access"; + + private static final String fullUser = "forecaster_full_user"; + private static final String readUser = "forecaster_read_user"; + private static final String noUser = "no_forecast_user"; + private static final String devOpsUser = "devOpsUser"; + private static final String sdeUser = "sdeUser"; + private static final String phoenixReadUser = "phoenixReadUser"; + private static final String noResultUser = "noResultUser"; + private static final String devOpsLimitedUser = "devOpsLimitedUser"; + private static final String sdeLimitedUser = "sdeLimitedUser"; + + private static final String NAME = "Second-Test-Forecaster-4"; + private static final String ENTITY_NAME = "cityName"; + private static final String ENTITY_VALUE = "S*"; + private static final String PHOENIX_VALUE = "Phoenix"; + + private static final String searchForecasterRequest = "{\n" + + " \"query\": {\n" + + " \"bool\": {\n" + + " \"filter\": {\n" + + " \"wildcard\": {\n" + + " \"indices\": {\n" + + " \"value\": \"r*\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + "}"; + + private RestClient fullClient; + private RestClient readClient; + private RestClient noClient; + private RestClient devOpsClient; + private RestClient sdeClient; + private RestClient phoenixReadClient; + private RestClient noResultClient; + private RestClient devOpsLimitedClient; + private RestClient sdeLimitedClient; + + private String formattedForecaster; + private Instant trainTime; + private String forecasterDef; + private long windowDelayMinutes; + + @Override + @Before + public void setUp() throws Exception { + if (!isHttps()) { + throw new IllegalArgumentException("Secure Tests are running but HTTPS is not set"); + } + super.setUp(); + try { + getRole(forecastReadRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createForecastReadRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created read role"); + } + + try { + getRole(forecastFullRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createForecastFullRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created full role"); + } + + try { + getRole(sourceIndexReadRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createDataSourceReadRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created source index role"); + } + + try { + getRole(phoenixReadRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createPhoenixReadRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created phoenix read role"); + } + + try { + getRole(noResultRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createForecastNoResultAccessRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created no result access role"); + } + + try { + getRole(devOpsResultRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createDevOpsResultAccessRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created devOps result access role"); + } + + try { + getRole(sdeResultRole); + } catch (ResponseException e) { + // Role not exists + Response createResonse = createSDEResultAccessRole(); + assertEquals(RestStatus.CREATED.getStatus(), createResonse.getStatusLine().getStatusCode()); + LOG.info("Created SDE result access role"); + } + + String fullPassword = generatePassword(fullUser); + createUser(fullUser, fullPassword, new ArrayList<>()); + fullClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), fullUser, fullPassword) + .setSocketTimeout(60000) + .build(); + + String readPassword = generatePassword(readUser); + createUser(readUser, readPassword, new ArrayList<>()); + readClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), readUser, readPassword) + .setSocketTimeout(60000) + .build(); + + String noPassword = generatePassword(noUser); + createUser(noUser, noPassword, new ArrayList<>()); + noClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), noUser, noPassword) + .setSocketTimeout(60000) + .build(); + + String devOpsPassword = generatePassword(devOpsUser); + createUser(devOpsUser, devOpsPassword, new ArrayList<>(Arrays.asList("devOps"))); + devOpsClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), devOpsUser, devOpsPassword) + .setSocketTimeout(60000) + .build(); + + String sdePassword = generatePassword(sdeUser); + createUser(sdeUser, sdePassword, new ArrayList<>(Arrays.asList("SDE"))); + sdeClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), sdeUser, sdePassword) + .setSocketTimeout(60000) + .build(); + + String phoenixReadPassword = generatePassword(phoenixReadUser); + createUser(phoenixReadUser, phoenixReadPassword, new ArrayList<>()); + phoenixReadClient = new SecureRestClientBuilder( + getClusterHosts().toArray(new HttpHost[0]), + isHttps(), + phoenixReadUser, + phoenixReadPassword + ).setSocketTimeout(60000).build(); + + String noResultPassword = generatePassword(noResultUser); + createUser(noResultUser, noResultPassword, new ArrayList<>()); + noResultClient = new SecureRestClientBuilder(getClusterHosts().toArray(new HttpHost[0]), isHttps(), noResultUser, noResultPassword) + .setSocketTimeout(60000) + .build(); + + String devOpsLimitedPassword = generatePassword(devOpsLimitedUser); + createUser(devOpsLimitedUser, devOpsLimitedPassword, new ArrayList<>()); + devOpsLimitedClient = new SecureRestClientBuilder( + getClusterHosts().toArray(new HttpHost[0]), + isHttps(), + devOpsLimitedUser, + devOpsLimitedPassword + ).setSocketTimeout(60000).build(); + + String sdeLimitedPassword = generatePassword(sdeLimitedUser); + createUser(sdeLimitedUser, sdeLimitedPassword, new ArrayList<>()); + sdeLimitedClient = new SecureRestClientBuilder( + getClusterHosts().toArray(new HttpHost[0]), + isHttps(), + sdeLimitedUser, + sdeLimitedPassword + ).setSocketTimeout(60000).build(); + + createRoleMapping(forecastFullRole, new ArrayList<>(Arrays.asList(fullUser, devOpsUser, sdeUser, phoenixReadUser))); + createRoleMapping(forecastReadRole, new ArrayList<>(Arrays.asList(readUser))); + // no need to give source index read role to fullUser who has already equipped with the permission + createRoleMapping( + sourceIndexReadRole, + new ArrayList<>(Arrays.asList(readUser, noUser, noResultUser, devOpsLimitedUser, sdeLimitedUser)) + ); + createRoleMapping(phoenixReadRole, new ArrayList<>(Arrays.asList(phoenixReadUser))); + createRoleMapping(noResultRole, new ArrayList<>(Arrays.asList(noResultUser))); + createRoleMapping(devOpsResultRole, new ArrayList<>(Arrays.asList(devOpsLimitedUser))); + createRoleMapping(sdeResultRole, new ArrayList<>(Arrays.asList(sdeLimitedUser))); + + trainTime = loadRuleData(200); + forecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"description\": \"ok rate\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"indices\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + // +1 to make sure it is big enough + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + formattedForecaster = String.format(Locale.ROOT, forecasterDef, NAME, RULE_DATASET_NAME, windowDelayMinutes, ENTITY_NAME); + + updateClusterSettings(ForecastEnabledSetting.FORECAST_ENABLED, true); + } + + private Response createForecastReadRole() throws IOException { + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/roles/" + forecastReadRole, + null, + TestHelpers + .toHttpEntity( + "{\n" + + " \"cluster_permissions\": [\n" + + " \"cluster:admin/plugin/forecast/forecasters/info\",\n" + + " \"cluster:admin/plugin/forecast/forecasters/search\",\n" + + " \"cluster:admin/plugin/forecast/forecasters/get\",\n" + + " \"cluster:admin/plugin/forecast/result/topForecasts\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/stats\",\n" + + " \"cluster:admin/plugin/forecast/tasks/search\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/validate\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/suggest\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/info\"\n" + + " ],\n" + + " \"index_permissions\": [\n" + + " {\n" + + " \"index_patterns\": [\n" + + " \"opensearch-forecast-result*\"\n" + + " ],\n" + + " \"dls\": \"\",\n" + + " \"fls\": [],\n" + + " \"masked_fields\": [],\n" + + " \"allowed_actions\": [\n" + + " \"indices:data/read*\",\n" + + " \"indices:admin/mappings/fields/get*\",\n" + + " \"indices:admin/resolve/index\"\n" + + " ]\n" + + " }\n" + + " ]\n" + + "}\n" + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createForecastFullRole() throws IOException { + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/roles/" + forecastFullRole, + null, + TestHelpers + .toHttpEntity( + "{\n" + + " \"cluster_permissions\": [\n" + + " \"cluster:admin/plugin/forecast/*\",\n" + + " \"cluster:admin/settings/update\"\n" + + " ],\n" + + " \"index_permissions\": [{\n" + + " \"index_patterns\": [\n" + + " \"*\"\n" + + " ],\n" + + " \"dls\": \"\",\n" + + " \"fls\": [],\n" + + " \"masked_fields\": [],\n" + + " \"allowed_actions\": [\n" + + " \"indices:data/read*\", \n" + + " \"indices:admin/aliases/get\",\n" + + " \"indices:admin/mappings/fields/get*\",\n" + + " \"indices:admin/resolve/index\",\n" + + " \"indices:data/write*\",\n" + + " \"indices:data/read/field_caps*\",\n" + + " \"indices:data/read/search\",\n" + + " \"indices:admin/mapping/put\",\n" + + " \"indices:admin/mapping/get\",\n" + + " \"indices_monitor\"\n" + + " ]\n" + + " }]\n" + + "}\n" + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createDataSourceReadRole() throws IOException { + String requestBody = String + .format( + Locale.ROOT, + "{\n" + + " \"index_permissions\": [{\n" + + " \"index_patterns\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"dls\": \"\",\n" + + " \"fls\": [],\n" + + " \"masked_fields\": [],\n" + + " \"allowed_actions\": [\n" + + " \"read\"\n" + + " ]\n" + + " }]\n" + + "}", + RULE_DATASET_NAME + ); + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/roles/" + sourceIndexReadRole, + null, + TestHelpers.toHttpEntity(requestBody), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createPhoenixReadRole() throws IOException { + String requestBody = String + .format( + Locale.ROOT, + "{\n" + + " \"index_permissions\": [{\n" + + " \"index_patterns\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"dls\": \"{\\\"term\\\": { \\\"%s\\\": \\\"%s\\\"}}\",\n" + + " \"fls\": [],\n" + + " \"masked_fields\": [],\n" + + " \"allowed_actions\": [\n" + + " \"read\"\n" + + " ]\n" + + " }]\n" + + "}", + RULE_DATASET_NAME, + ENTITY_NAME, + PHOENIX_VALUE + ); + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/roles/" + phoenixReadRole, + null, + TestHelpers.toHttpEntity(requestBody), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createForecastNoResultAccessRole() throws IOException { + + // Create the request body as a formatted string + String requestBody = String + .format( + Locale.ROOT, + "{\n" + + " \"cluster_permissions\": [\n" + + " \"cluster:admin/plugin/forecast/forecasters/info\",\n" + + " \"cluster:admin/plugin/forecast/forecasters/search\",\n" + + " \"cluster:admin/plugin/forecast/forecasters/get\",\n" + + " \"cluster:admin/plugin/forecast/result/topForecasts\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/stats\",\n" + + " \"cluster:admin/plugin/forecast/tasks/search\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/validate\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/suggest\",\n" + + " \"cluster:admin/plugin/forecast/forecaster/info\"\n" + + " ]\n" + + "}" + ); + + // Make the PUT request to create the role + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_plugins/_security/api/roles/" + noResultRole, + null, + TestHelpers.toHttpEntity(requestBody), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createRoleWithResultAccess(String roleName, String userRole) throws IOException { + // Define the DLS query with the specified user role + String dlsQuery = String + .format( + Locale.ROOT, + "{\"bool\": {\"filter\": [{\"nested\": {\"path\": \"user\", \"query\": {\"bool\": {\"filter\": [{\"term\": {\"user.backend_roles.keyword\": \"%s\"}}]}}, \"score_mode\": \"none\"}}], \"adjust_pure_negative\": true, \"boost\": 1.0}}", + userRole + ); + + // Escape double quotes + String escapedDlsQuery = dlsQuery.replace("\"", "\\\""); + + // Create the request body with the specified role name and DLS query + String requestBody = String + .format( + Locale.ROOT, + "{\n" + + " \"cluster_permissions\": [\n" + + " \"cluster:admin/plugin/forecast/*\",\n" + + " \"cluster:admin/settings/update\"\n" + + " ],\n" + + " \"index_permissions\": [\n" + + " {\n" + + " \"index_patterns\": [\n" + + " \"opensearch-forecast-result*\"\n" + + " ],\n" + + " \"dls\": \"%s\",\n" + + " \"fls\": [],\n" + + " \"masked_fields\": [],\n" + + " \"allowed_actions\": [\n" + + " \"read\",\n" + + " \"write\"\n" + + " ]\n" + + " }\n" + + " ],\n" + + " \"tenant_permissions\": []\n" + + "}", + escapedDlsQuery + ); + + // Make the PUT request to create the role + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_plugins/_security/api/roles/" + roleName, + null, + TestHelpers.toHttpEntity(requestBody), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + private Response createSDEResultAccessRole() throws IOException { + return createRoleWithResultAccess(sdeResultRole, "SDE"); + } + + private Response createDevOpsResultAccessRole() throws IOException { + return createRoleWithResultAccess(devOpsResultRole, "devOps"); + } + + @After + public void deleteUserSetup() throws IOException { + fullClient.close(); + readClient.close(); + noClient.close(); + devOpsClient.close(); + sdeClient.close(); + phoenixReadClient.close(); + noResultClient.close(); + devOpsLimitedClient.close(); + sdeLimitedClient.close(); + deleteUser(fullUser); + deleteUser(readUser); + deleteUser(noUser); + deleteUser(devOpsUser); + deleteUser(sdeUser); + deleteUser(phoenixReadUser); + deleteUser(noResultUser); + deleteUser(devOpsLimitedUser); + deleteUser(sdeLimitedUser); + } + + public Response searchResult(RestClient client) throws IOException { + String request = "{\n" + + " \"size\": 10000,\n" + + " \"sort\": [\n" + + " {\n" + + " \"execution_start_time\": {\n" + + " \"order\": \"desc\"\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"track_total_hits\": true\n" + + "}"; + + Response response = TestHelpers + .makeRequest(client(), "GET", SEARCH_RESULTS, ImmutableMap.of(), TestHelpers.toHttpEntity(request), null); + return response; + } + + protected List waitUntilResultAvailable(RestClient client) throws InterruptedException, IOException { + long total = 0; + List hits = null; + for (int i = 0; total == 0 && i < MAX_RETRY_TIMES; i++) { + try { + Thread.sleep(1000); + Response response = searchResult(client); + hits = toHits(response); + total = hits.size(); + } catch (Exception e) { + LOG.info(e); + } + } + + assertTrue(total > 0); + return hits; + } + + private List toHits(Response response) throws UnsupportedOperationException, IOException { + SearchResponse searchResponse = SearchResponse + .fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + long total = searchResponse.getHits().getTotalHits().value; + if (total == 0) { + return new ArrayList<>(); + } + return Arrays.asList(searchResponse.getHits().getHits()); + } + + private Response enableFilterBy() throws IOException { + return TestHelpers + .makeRequest( + client(), + "PUT", + "_cluster/settings", + null, + TestHelpers + .toHttpEntity( + "{\n" + + " \"persistent\": {\n" + + " \"plugins.forecast.filter_by_backend_roles\" : \"true\"\n" + + " }\n" + + "}" + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + public Response disableFilterBy() throws IOException { + return TestHelpers + .makeRequest( + client(), + "PUT", + "_cluster/settings", + null, + TestHelpers + .toHttpEntity( + "{\n" + + " \"persistent\": {\n" + + " \"plugins.forecast.filter_by_backend_roles\" : \"false\"\n" + + " }\n" + + "}" + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + public Response searchResultMatchAll(RestClient client, String index) throws IOException { + String requestBody = "{\n" + " \"query\": {\n" + " \"match_all\": {}\n" + " },\n" + " \"size\": 10\n" + "}"; + + Response response = TestHelpers + .makeRequest( + client, + "GET", + String.format(Locale.ROOT, SEARCH_INDEX_MATCH_ALL, index), + ImmutableMap.of(), + TestHelpers.toHttpEntity(requestBody), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + return response; + } + + public void testAuthApi() throws IOException, InterruptedException { + // case 0: read access user cannot create forecaster + Exception exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ) + ); + Assert + .assertTrue( + "actual: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/write]") + ); + + // case 1: full access user can create forecaster + Response response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + Map responseMap = entityAsMap(response); + String forecasterId = (String) responseMap.get("_id"); + assertNotNull(forecasterId); + + // case 2: given a forecaster Id, read access user cannot start the forecaster + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, START_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert + .assertTrue( + "actual: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/jobmanagement]") + ); + + // case 3: given a forecaster Id, full access user can start the forecaster + response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, START_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String startId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", forecasterId, startId), forecasterId, startId); + + // case 4: given a forecaster Id, read access user can read results + List hits = waitUntilResultAvailable(readClient); + + // case 5: given a forecaster Id, read access user can look up forecaster configuration + response = TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, GET_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + + responseMap = entityAsMap(response); + String parsedName = (String) ((Map) responseMap.get("forecaster")).get("name"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", NAME, parsedName), NAME, parsedName); + + // case 6: read access user can run top forecast on an HC forecaster + long forecastFrom = (long) (hits.get(0).getSourceAsMap().get("data_end_time")); + + // Create the JSON string using String.format + String topForcastRequest = String + .format( + Locale.ROOT, + "{\n" + + " \"size\": 3,\n" + + " \"forecast_from\": %d,\n" + + " \"filter_by\": \"CUSTOM_QUERY\",\n" + + " \"filter_query\": {\n" + + " \"nested\": {\n" + + " \"path\": \"entity\",\n" + + " \"query\": {\n" + + " \"bool\": {\n" + + " \"must\": [\n" + + " {\n" + + " \"term\": {\n" + + " \"entity.name\": \"%s\"\n" + + " }\n" + + " },\n" + + " {\n" + + " \"wildcard\": {\n" + + " \"entity.value\": \"%s\"\n" + + " }\n" + + " }\n" + + " ]\n" + + " }\n" + + " }\n" + + " }\n" + + " },\n" + + " \"subaggregations\": [\n" + + " {\n" + + " \"aggregation_query\": {\n" + + " \"forecast_value_max\": {\n" + + " \"min\": {\n" + + " \"field\": \"forecast_value\"\n" + + " }\n" + + " }\n" + + " },\n" + + " \"order\": \"ASC\"\n" + + " }\n" + + " ],\n" + + " \"run_once\": false\n" + + "}", + forecastFrom, + ENTITY_NAME, + ENTITY_VALUE + ); + + response = TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, TOP_FORECASTER, forecasterId), + ImmutableMap.of(), + TestHelpers.toHttpEntity(topForcastRequest), + null + ); + responseMap = entityAsMap(response); + List parsedBuckets = (List) responseMap.get("buckets"); + assertTrue(parsedBuckets.size() > 0); + + // case 7: read access user is able to run profile API + response = TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, PROFILE_ALL_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String parsedState = (String) responseMap.get("state"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", "RUNNING", parsedState), "RUNNING", parsedState); + + // case 28: read access user is able to run stats API + response = TestHelpers.makeRequest(readClient, "GET", STATS_FORECASTER, ImmutableMap.of(), (HttpEntity) null, null); + responseMap = entityAsMap(response); + int parsedHcCount = (Integer) responseMap.get("hc_forecaster_count"); + assertEquals(String.format(Locale.ROOT, "Expected: %d, got %d", 1, parsedHcCount), 1, parsedHcCount); + + // case 29: for a config that a user has no access, profile API returns 403 + ResponseException responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + noClient, + "GET", + String.format(Locale.ROOT, PROFILE_ALL_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + int statusCode = responseException.getResponse().getStatusLine().getStatusCode(); + Assert.assertEquals("actual :" + statusCode, 403, statusCode); + + // case 8: read access user cannot stop a job + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, START_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert + .assertTrue( + "actual: " + exception.getMessage(), + exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/jobmanagement]") + ); + + // case 9: full access user can stop a job + response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, STOP_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String parsedId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", forecasterId, parsedId), forecasterId, parsedId); + + // case 10: read access user cannot run once + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, RUN_ONCE_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertTrue(exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/runOnce]")); + + // case 11: full access user can run once + response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, RUN_ONCE_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String parsedTaskId = (String) responseMap.get("task_id"); + assertNotNull(parsedTaskId); + + // case 12: read access user can run search task + String taskSearchRequest = "{\n" + + " \"from\": 0,\n" + + " \"size\": 1000,\n" + + " \"query\": {\n" + + " \"bool\": {\n" + + " \"filter\": [\n" + + " {\n" + + " \"term\": {\n" + + " \"is_latest\": {\n" + + " \"value\": true,\n" + + " \"boost\": 1.0\n" + + " }\n" + + " }\n" + + " },\n" + + " {\n" + + " \"terms\": {\n" + + " \"task_type\": [\n" + + " \"RUN_ONCE_FORECAST_HC_FORECASTER\"\n" + + " ],\n" + + " \"boost\": 1.0\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"adjust_pure_negative\": true,\n" + + " \"boost\": 1.0\n" + + " }\n" + + " },\n" + + " \"sort\": [\n" + + " {\n" + + " \"execution_start_time\": {\n" + + " \"order\": \"desc\"\n" + + " }\n" + + " }\n" + + " ]\n" + + "}"; + response = TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, SEARCH_TASK_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(taskSearchRequest), + null + ); + SearchResponse searchResponse = SearchResponse + .fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + long total = searchResponse.getHits().getTotalHits().value; + assertTrue("got: " + total, total > 0); + + // case 13: read access user can validate forecaster + String invalidForecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"description\": \"ok rate\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + // +1 to make sure it is big enough + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + String invalidForecaster = String.format(Locale.ROOT, invalidForecasterDef, NAME, windowDelayMinutes, ENTITY_NAME); + response = TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, VALIDATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(invalidForecaster), + null + ); + responseMap = entityAsMap(response); + String parsedMsg = (String) ((Map) ((Map) responseMap.get("forecaster")).get("indices")) + .get("message"); + assertEquals("got: " + parsedMsg, "Indices should be set", parsedMsg); + + // case 14: User get 400 error when running suggest API with invalid forecaster configuration + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, SUGGEST_INTERVAL_URI), + ImmutableMap.of(), + TestHelpers.toHttpEntity(invalidForecaster), + null + ) + ); + statusCode = responseException.getResponse().getStatusLine().getStatusCode(); + Assert.assertEquals("actual :" + statusCode, 400, statusCode); + + // case 15: User without cluster:admin/plugin/forecast/forecaster/suggest cluster permission cannot run suggest API + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + noClient, + "POST", + String.format(Locale.ROOT, SUGGEST_INTERVAL_URI), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ) + ); + Assert.assertTrue(exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/suggest]")); + + // case 16: read access user created in the prerequisite section can run suggest API + response = TestHelpers + .makeRequest( + readClient, + "POST", + String.format(Locale.ROOT, SUGGEST_INTERVAL_URI), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + responseMap = entityAsMap(response); + int parsedInterval = (Integer) ((Map) ((Map) responseMap.get("interval")).get("period")) + .get("interval"); + assertEquals("got: " + parsedInterval, 10, parsedInterval); + + // case 17: read access user can search forecaster + response = TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, SEARCH_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(searchForecasterRequest), + null + ); + searchResponse = SearchResponse.fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + total = searchResponse.getHits().getTotalHits().value; + assertTrue("got: " + total, total > 0); + + // case 18: read access user cannot update forecaster + ForecastTaskProfile forecastTaskProfile = (ForecastTaskProfile) waitUntilTaskReachState( + forecasterId, + ImmutableSet.of(TaskState.TEST_COMPLETE.name()), + fullClient + ).get(0); + assertTrue(forecastTaskProfile != null); + assertTrue(forecastTaskProfile.getTask().isLatest()); + + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "PUT", + String.format(Locale.ROOT, UPDATE_FORECASTER, forecasterId), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ) + ); + Assert.assertTrue(exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/write]")); + + // case 19: full access user can update forecaster + response = TestHelpers + .makeRequest( + fullClient, + "PUT", + String.format(Locale.ROOT, UPDATE_FORECASTER, forecasterId), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + responseMap = entityAsMap(response); + String parsedForecasterId = (String) responseMap.get("_id"); + assertEquals("got: " + parsedForecasterId, forecasterId, parsedForecasterId); + + // case 20: read access user cannot delete forecaster + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "DELETE", + String.format(Locale.ROOT, DELETE_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertTrue(exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/delete]")); + + // case 21: read access user can count number of forecaster + response = TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, COUNT_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + int parsedCount = (Integer) responseMap.get("count"); + assertEquals("got: " + parsedCount, 1, parsedCount); + + // case 22: read access user can look up forecaster + response = TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, MATCH_FORECASTER, forecasterId), + ImmutableMap.of("name", NAME), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + boolean parsedMatch = (Boolean) responseMap.get("match"); + assertTrue(parsedMatch); + + // case 23: A user cannot create a forecaster without source data present + String noDataForecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"indices\": [\n" + + " \"blah\"\n" + + " ],\n" + + " \"description\": \"ok rate\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + // +1 to make sure it is big enough + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + String noDataForecaster = String.format(Locale.ROOT, noDataForecasterDef, NAME, windowDelayMinutes, ENTITY_NAME); + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(noDataForecaster), + null + ) + ); + int parsedCode = responseException.getResponse().getStatusLine().getStatusCode(); + assertEquals("got: " + parsedCode, 404, parsedCode); + + // case 24: for an non-existent config, profile API returns 404 + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + readClient, + "GET", + String.format(Locale.ROOT, PROFILE_ALL_FORECASTER, "blah"), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertEquals(404, responseException.getResponse().getStatusLine().getStatusCode()); + + // case 25: Full access user cannot find forecasters that do not share their backend role + try { + enableFilterBy(); + response = TestHelpers + .makeRequest( + fullClient, + "GET", + String.format(Locale.ROOT, SEARCH_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(searchForecasterRequest), + null + ); + searchResponse = SearchResponse.fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + total = searchResponse.getHits().getTotalHits().value; + assertTrue("got: " + total, total == 0); + } finally { + disableFilterBy(); + } + + // case 26: read access user cannot delete forecaster + exception = expectThrows( + IOException.class, + () -> TestHelpers + .makeRequest( + readClient, + "DELETE", + String.format(Locale.ROOT, DELETE_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertTrue(exception.getMessage().contains("no permissions for [cluster:admin/plugin/forecast/forecaster/delete]")); + + // case 27: full access user can delete forecaster + response = TestHelpers + .makeRequest( + fullClient, + "DELETE", + String.format(Locale.ROOT, DELETE_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + parsedForecasterId = (String) responseMap.get("_id"); + assertEquals("got: " + parsedForecasterId, forecasterId, parsedForecasterId); + } + + public void testFilterBy() throws IOException { + try { + enableFilterBy(); + + // case 1: Both SDE and DevOps user create a forecaster. They can only see their own forecaster. + Response response = TestHelpers + .makeRequest( + devOpsClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + Map responseMap = entityAsMap(response); + String devOpsForecasterId = (String) responseMap.get("_id"); + assertNotNull(devOpsForecasterId); + + // Define the malicious payload + String sdeForecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"description\": \"OK rate\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"indices\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + // +1 to make sure it is big enough + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + String sdeForecaster = String + .format(Locale.ROOT, sdeForecasterDef, "sde-forcaster", RULE_DATASET_NAME, windowDelayMinutes, ENTITY_NAME); + + response = TestHelpers + .makeRequest( + sdeClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(sdeForecaster), + null + ); + responseMap = entityAsMap(response); + String sdeForecasterId = (String) responseMap.get("_id"); + assertTrue(!sdeForecasterId.equals(devOpsForecasterId)); + + // Extract the forecaster details + Map forecaster = (Map) responseMap.get("forecaster"); + + // Get the description from the response + String responseDescription = (String) forecaster.get("description"); + + // Expected encoded description + String expectedEncodedDescription = "OK rate"; + + // Assert that the description is correctly encoded + assertEquals("Description encoding mismatch", expectedEncodedDescription, responseDescription); + + response = TestHelpers + .makeRequest( + sdeClient, + "GET", + String.format(Locale.ROOT, SEARCH_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(searchForecasterRequest), + null + ); + SearchResponse searchResponse = SearchResponse + .fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + long total = searchResponse.getHits().getTotalHits().value; + assertTrue("got: " + total, total == 1); + + response = TestHelpers + .makeRequest( + devOpsClient, + "GET", + String.format(Locale.ROOT, SEARCH_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(searchForecasterRequest), + null + ); + searchResponse = SearchResponse.fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + total = searchResponse.getHits().getTotalHits().value; + assertTrue("got: " + total, total == 1); + + // case 2: Full access user cannot start/stop/delete forecaster created by other user + ResponseException responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, START_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertEquals(403, responseException.getResponse().getStatusLine().getStatusCode()); + + response = TestHelpers + .makeRequest( + devOpsClient, + "POST", + String.format(Locale.ROOT, START_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String startId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", devOpsForecasterId, startId), devOpsForecasterId, startId); + + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, STOP_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertEquals(403, responseException.getResponse().getStatusLine().getStatusCode()); + + response = TestHelpers + .makeRequest( + devOpsClient, + "POST", + String.format(Locale.ROOT, STOP_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String stopId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", devOpsForecasterId, stopId), devOpsForecasterId, stopId); + + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "DELETE", + String.format(Locale.ROOT, DELETE_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ) + ); + Assert.assertEquals(403, responseException.getResponse().getStatusLine().getStatusCode()); + + response = TestHelpers + .makeRequest( + devOpsClient, + "DELETE", + String.format(Locale.ROOT, DELETE_FORECASTER, devOpsForecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String deleteId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", devOpsForecasterId, deleteId), devOpsForecasterId, deleteId); + + } finally { + disableFilterBy(); + } + } + + private List createStartWaitResult(RestClient client) throws IOException, InterruptedException { + Response response = TestHelpers + .makeRequest( + client, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + Map responseMap = entityAsMap(response); + String forecasterId = (String) responseMap.get("_id"); + assertNotNull(forecasterId); + + response = TestHelpers + .makeRequest( + client, + "POST", + String.format(Locale.ROOT, START_FORECASTER, forecasterId), + ImmutableMap.of(), + (HttpEntity) null, + null + ); + responseMap = entityAsMap(response); + String startId = (String) responseMap.get("_id"); + assertEquals(String.format(Locale.ROOT, "Expected: %s, got %s", forecasterId, startId), forecasterId, startId); + + return waitUntilResultAvailable(client); + } + + public void testDFS() throws IOException, InterruptedException { + // case 1: Forecast job follows user permission (e.g., since the user can only access phoenix, the job does so too) + List hits = createStartWaitResult(phoenixReadClient); + + for (int i = 0; i < hits.size(); i++) { + String value = ((Map) ((List) (hits.get(i).getSourceAsMap().get("entity"))).get(0)).get("value"); + assertEquals("actual: " + value, PHOENIX_VALUE, value); + } + } + + public void testSystemIndex() throws IOException, InterruptedException { + List hits = createStartWaitResult(fullClient); + assertTrue(hits.size() > 0); + + // case 1: Access state index using forecaster_full_user + checkSystemIndex(".opensearch-forecast-state"); + + // case 2: Access config index using forecaster_full_user + Response response = searchResultMatchAll(fullClient, ".opendistro-anomaly-detectors"); + Assert.assertEquals(0, toHits(response).size()); + + // case 3: Access checkpoint index using forecaster_full_user + checkSystemIndex(".opensearch-forecast-checkpoints"); + + // case 4: Access job index using forecaster_full_user + response = searchResultMatchAll(fullClient, ".opendistro-anomaly-detector-jobs"); + Assert.assertEquals(0, toHits(response).size()); + } + + private void checkSystemIndex(String index) throws IOException { + try { + Response response = searchResultMatchAll(fullClient, index); + Assert.assertEquals(0, toHits(response)); + } catch (AssertionError error) { + // due to https://github.com/opensearch-project/security/issues/4755, we can search as well. Change to check write rejection. + // regular user cannot delete system index + ResponseException responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "DELETE", + index, + ImmutableMap.of(), + (HttpEntity) null, + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ) + ); + + Assert.assertEquals(RestStatus.FORBIDDEN.getStatus(), responseException.getResponse().getStatusLine().getStatusCode()); + } + } + + public void testResultAccess() throws IOException, InterruptedException { + List hits = createStartWaitResult(devOpsLimitedClient); + assertTrue(hits.size() > 0); + + // case 1: an unexpected user cannot access results + ResponseException responseException = expectThrows( + ResponseException.class, + () -> searchResultMatchAll(noResultClient, "opensearch-forecast-result*") + ); + Assert.assertEquals(403, responseException.getResponse().getStatusLine().getStatusCode()); + Assert + .assertTrue( + "actual: " + responseException.getMessage(), + responseException.getMessage().contains("no permissions for [indices:data/read/search]") + ); + + // case 2: Backend role can help limit result access + try { + enableFilterBy(); + + Response response = searchResultMatchAll(sdeLimitedClient, "opensearch-forecast-result*"); + SearchResponse searchResponse = SearchResponse + .fromXContent(createParser(JsonXContent.jsonXContent, response.getEntity().getContent())); + long total = searchResponse.getHits().getTotalHits().value; + assertEquals("actual: " + total, 0, total); + } finally { + disableFilterBy(); + } + } + + public void testCreate() throws IOException { + // case 1: Output encoding of forecaster description + String maliciousDescription = "ok rate ''"; + String maliciousForecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"description\": \"%s\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"indices\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + String maliciousName = "malicious-forcaster"; + String maliciousForecaster = String + .format( + Locale.ROOT, + maliciousForecasterDef, + maliciousName, + maliciousDescription, + RULE_DATASET_NAME, + windowDelayMinutes, + ENTITY_NAME + ); + + Response response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(maliciousForecaster), + null + ); + Map responseMap = entityAsMap(response); + + // Extract the forecaster details + Map forecaster = (Map) responseMap.get("forecaster"); + + // Get the description from the response + String responseDescription = (String) forecaster.get("description"); + + // Expected encoded description + String expectedEncodedDescription = "ok rate '<script>console.log('hi')</script>'"; + + // Assert that the description is correctly encoded + assertEquals("Description encoding mismatch", expectedEncodedDescription, responseDescription); + + // case 2:Description parameter has length validation + // Generate a string longer than 1000 characters + StringBuilder longDescriptionBuilder = new StringBuilder(); + for (int i = 0; i < 1001; i++) { + longDescriptionBuilder.append("a"); + } + String longDescription = longDescriptionBuilder.toString(); + + String lengthyForecasterDef = "{\n" + + " \"name\": \"%s\",\n" + + " \"description\": \"%s\",\n" + + " \"time_field\": \"timestamp\",\n" + + " \"indices\": [\n" + + " \"%s\"\n" + + " ],\n" + + " \"feature_attributes\": [\n" + + " {\n" + + " \"feature_id\": \"max1\",\n" + + " \"feature_name\": \"max1\",\n" + + " \"feature_enabled\": true,\n" + + " \"importance\": 1,\n" + + " \"aggregation_query\": {\n" + + " \"max1\": {\n" + + " \"max\": {\n" + + " \"field\": \"visitCount\"\n" + + " }\n" + + " }\n" + + " }\n" + + " }\n" + + " ],\n" + + " \"window_delay\": {\n" + + " \"period\": {\n" + + " \"interval\": %d,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"ui_metadata\": {\n" + + " \"aabb\": {\n" + + " \"ab\": \"bb\"\n" + + " }\n" + + " },\n" + + " \"schema_version\": 2,\n" + + " \"horizon\": 24,\n" + + " \"forecast_interval\": {\n" + + " \"period\": {\n" + + " \"interval\": 10,\n" + + " \"unit\": \"MINUTES\"\n" + + " }\n" + + " },\n" + + " \"category_field\": [\"%s\"]" + + "}"; + + windowDelayMinutes = Duration.between(trainTime, Instant.now()).toMinutes() + 1; + String lengthyForecaster = String + .format( + Locale.ROOT, + lengthyForecasterDef, + "lengthy-forcaster", + longDescription, + RULE_DATASET_NAME, + windowDelayMinutes, + ENTITY_NAME + ); + + ResponseException responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(lengthyForecaster), + null + ) + ); + Assert.assertEquals(400, responseException.getResponse().getStatusLine().getStatusCode()); + Assert + .assertTrue( + "actual: " + responseException.getMessage(), + responseException.getMessage().contains("Description length is too long. Max length is 1000 characters.") + ); + + // case 3: A user cannot create a forecaster with a name that is already used by another forecaster + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(maliciousForecaster), + null + ) + ); + assertEquals(409, responseException.getResponse().getStatusLine().getStatusCode()); + Assert + .assertTrue( + "actual: " + responseException.getMessage(), + responseException + .getMessage() + .contains( + String + .format( + Locale.ROOT, + "Cannot create forecasters with name [%s] as it's already used by another forecaster", + maliciousName + ) + ) + ); + + // case 4: A user cannot update a forecaster with a name that is already used by another forecaster + response = TestHelpers + .makeRequest( + fullClient, + "POST", + String.format(Locale.ROOT, CREATE_FORECASTER), + ImmutableMap.of(), + TestHelpers.toHttpEntity(formattedForecaster), + null + ); + responseMap = entityAsMap(response); + String forecasterId = (String) responseMap.get("_id"); + assertNotNull(forecasterId); + + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "PUT", + String.format(Locale.ROOT, UPDATE_FORECASTER, forecasterId), + ImmutableMap.of(), + TestHelpers.toHttpEntity(maliciousForecaster), + null + ) + ); + Assert + .assertTrue( + "actual: " + responseException.getMessage(), + responseException + .getMessage() + .contains( + String + .format( + Locale.ROOT, + "Cannot create forecasters with name [%s] as it's already used by another forecaster", + maliciousName + ) + ) + ); + + // case 5: Error messages on user’s input has encoding + // Define the malicious input + String maliciousInput = ""; + + // Attempt to profile the forecaster with the malicious '_all' parameter + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "GET", + String.format(Locale.ROOT, PROFILE_FORECASTER, forecasterId), + ImmutableMap.of("_all", maliciousInput), + (HttpEntity) null, + null + ) + ); + + // Verify that the status code is 400 Bad Request + int statusCode = responseException.getResponse().getStatusLine().getStatusCode(); + Assert.assertEquals("Expected status code 400", 400, statusCode); + + // Parse the error response + responseMap = entityAsMap(responseException.getResponse()); + + // Extract error details + Map error = (Map) responseMap.get("error"); + String errorType = (String) error.get("type"); + String errorReason = (String) error.get("reason"); + + // Assert the error type + Assert.assertEquals("Expected error type 'illegal_argument_exception'", "illegal_argument_exception", errorType); + + // Assert the error reason contains the expected message + String expectedErrorMessage = + "Failed to parse value [<script>alert (1)</script>] as only [true] or [false] are allowed."; + Assert.assertEquals("Error reason mismatch", expectedErrorMessage, errorReason); + + // Verify that the malicious input is encoded in the error message + Assert + .assertTrue( + "Expected malicious input to be encoded in the error message", + errorReason.contains("<script>alert (1)</script>") + ); + + // Attempt to get the forecaster with the malicious 'task' parameter + responseException = expectThrows( + ResponseException.class, + () -> TestHelpers + .makeRequest( + fullClient, + "GET", + String.format(Locale.ROOT, GET_FORECASTER, forecasterId), + ImmutableMap.of("task", maliciousInput), + (HttpEntity) null, + null + ) + ); + + // Verify that the status code is 400 Bad Request + statusCode = responseException.getResponse().getStatusLine().getStatusCode(); + Assert.assertEquals("Expected status code 400", 400, statusCode); + + // Parse the error response + responseMap = entityAsMap(responseException.getResponse()); + + // Extract error details + error = (Map) responseMap.get("error"); + errorType = (String) error.get("type"); + errorReason = (String) error.get("reason"); + + // Assert the error type + Assert.assertEquals("Expected error type 'illegal_argument_exception'", "illegal_argument_exception", errorType); + + // Expected error message + expectedErrorMessage = "Failed to parse value [<script>alert (1)</script>] as only [true] or [false] are allowed."; + + // Assert the error reason contains the expected message + Assert.assertEquals("Error reason mismatch", expectedErrorMessage, errorReason); + + // Verify that the malicious input is encoded in the error message + Assert + .assertTrue( + "Expected malicious input to be encoded in the error message", + errorReason.contains("<script>alert (1)</script>") + ); + } + +} diff --git a/src/test/java/org/opensearch/timeseries/AbstractSyntheticDataTest.java b/src/test/java/org/opensearch/timeseries/AbstractSyntheticDataTest.java index 29d9e3e17..a4ba921f6 100644 --- a/src/test/java/org/opensearch/timeseries/AbstractSyntheticDataTest.java +++ b/src/test/java/org/opensearch/timeseries/AbstractSyntheticDataTest.java @@ -79,8 +79,8 @@ public GenData( public static final String RULE_DATA_MAPPING = "{ \"mappings\": { \"properties\": { \"timestamp\": { \"type\":" + "\"date\"" + "}," - + " \"transform._doc_count\": { \"type\": \"integer\" }," - + "\"componentName\": { \"type\": \"keyword\"} } } }"; + + " \"visitCount\": { \"type\": \"integer\" }," + + "\"cityName\": { \"type\": \"keyword\"} } } }"; public static final String SYNTHETIC_DATASET_NAME = "synthetic"; public static final String RULE_DATASET_NAME = "rule"; public static final String UNIFORM_DATASET_NAME = "uniform"; diff --git a/src/test/java/org/opensearch/timeseries/ODFERestTestCase.java b/src/test/java/org/opensearch/timeseries/ODFERestTestCase.java index cd5248aeb..6d0f6c290 100644 --- a/src/test/java/org/opensearch/timeseries/ODFERestTestCase.java +++ b/src/test/java/org/opensearch/timeseries/ODFERestTestCase.java @@ -22,8 +22,11 @@ import java.net.URISyntaxException; import java.nio.file.Files; import java.nio.file.Path; +import java.security.SecureRandom; +import java.util.ArrayList; import java.util.Collections; import java.util.List; +import java.util.Locale; import java.util.Map; import java.util.Objects; import java.util.Optional; @@ -37,6 +40,8 @@ import javax.management.remote.JMXServiceURL; import org.apache.http.Header; +import org.apache.http.HttpEntity; +import org.apache.http.HttpHeaders; import org.apache.http.HttpHost; import org.apache.http.auth.AuthScope; import org.apache.http.auth.UsernamePasswordCredentials; @@ -67,6 +72,9 @@ import org.opensearch.core.xcontent.XContentParser; import org.opensearch.test.rest.OpenSearchRestTestCase; +import com.google.common.collect.ImmutableList; +import com.google.gson.JsonArray; + /** * ODFE integration test base class to support both security disabled and enabled ODFE cluster. */ @@ -283,4 +291,145 @@ public interface IProxy { void reset(); } + + public Response getRole(String role) throws IOException { + return TestHelpers + .makeRequest( + client(), + "GET", + "/_plugins/_security/api/roles/" + role, + null, + (HttpEntity) null, + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + /** + * Create an unguessable password. Simple password are weak due to https://tinyurl.com/383em9zk + * @return a random password. + */ + public static String generatePassword(String username) { + String upperCase = "ABCDEFGHIJKLMNOPQRSTUVWXYZ"; + String lowerCase = "abcdefghijklmnopqrstuvwxyz"; + String digits = "0123456789"; + String special = "_"; + + // Remove characters from username (case-insensitive) + String usernameLower = username.toLowerCase(Locale.ROOT); + for (char c : usernameLower.toCharArray()) { + upperCase = upperCase.replaceAll("(?i)" + c, ""); + lowerCase = lowerCase.replaceAll("(?i)" + c, ""); + digits = digits.replace(String.valueOf(c), ""); + special = special.replace(String.valueOf(c), ""); + } + + // Combine all remaining characters + String characters = upperCase + lowerCase + digits + special; + + // Check if we have enough characters to proceed + if (characters.length() < 4) { + throw new IllegalArgumentException("Not enough characters to generate password without using username characters."); + } + + SecureRandom rng = new SecureRandom(); + String password; + + do { + // Ensure password includes at least one character from each set, if available + StringBuilder passwordBuilder = new StringBuilder(); + if (!upperCase.isEmpty()) { + passwordBuilder.append(upperCase.charAt(rng.nextInt(upperCase.length()))); + } + if (!lowerCase.isEmpty()) { + passwordBuilder.append(lowerCase.charAt(rng.nextInt(lowerCase.length()))); + } + if (!digits.isEmpty()) { + passwordBuilder.append(digits.charAt(rng.nextInt(digits.length()))); + } + if (!special.isEmpty()) { + passwordBuilder.append(special.charAt(rng.nextInt(special.length()))); + } + + // Fill the rest of the password length with random characters + int remainingLength = 15 - passwordBuilder.length(); + for (int i = 0; i < remainingLength; i++) { + passwordBuilder.append(characters.charAt(rng.nextInt(characters.length()))); + } + + // Convert to char array for shuffling + char[] passwordChars = passwordBuilder.toString().toCharArray(); + + // Shuffle the password characters + for (int i = passwordChars.length - 1; i > 0; i--) { + int index = rng.nextInt(i + 1); + char temp = passwordChars[index]; + passwordChars[index] = passwordChars[i]; + passwordChars[i] = temp; + } + + password = new String(passwordChars); + + // Repeat if password contains the username as a substring (case-insensitive) + } while (password.toLowerCase(Locale.ROOT).contains(usernameLower.toLowerCase(Locale.ROOT))); + + return password; + } + + public Response createUser(String name, String password, ArrayList backendRoles) throws IOException { + JsonArray backendRolesString = new JsonArray(); + for (int i = 0; i < backendRoles.size(); i++) { + backendRolesString.add(backendRoles.get(i)); + } + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/internalusers/" + name, + null, + TestHelpers + .toHttpEntity( + " {\n" + + "\"password\": \"" + + password + + "\",\n" + + "\"backend_roles\": " + + backendRolesString + + ",\n" + + "\"attributes\": {\n" + + "}} " + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + public Response createRoleMapping(String role, ArrayList users) throws IOException { + JsonArray usersString = new JsonArray(); + for (int i = 0; i < users.size(); i++) { + usersString.add(users.get(i)); + } + return TestHelpers + .makeRequest( + client(), + "PUT", + "/_opendistro/_security/api/rolesmapping/" + role, + null, + TestHelpers + .toHttpEntity( + "{\n" + " \"backend_roles\" : [ ],\n" + " \"hosts\" : [ ],\n" + " \"users\" : " + usersString + "\n" + "}" + ), + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } + + public Response deleteUser(String user) throws IOException { + return TestHelpers + .makeRequest( + client(), + "DELETE", + "/_opendistro/_security/api/internalusers/" + user, + null, + "", + ImmutableList.of(new BasicHeader(HttpHeaders.USER_AGENT, "Kibana")) + ); + } } diff --git a/src/test/java/org/opensearch/timeseries/transport/AnomalyDetectorJobActionTests.java b/src/test/java/org/opensearch/timeseries/transport/AnomalyDetectorJobActionTests.java index 67fd5b8cf..aef2e29de 100644 --- a/src/test/java/org/opensearch/timeseries/transport/AnomalyDetectorJobActionTests.java +++ b/src/test/java/org/opensearch/timeseries/transport/AnomalyDetectorJobActionTests.java @@ -131,10 +131,12 @@ public void testAdJobRequest() throws IOException { @Test public void testAdJobRequest_NullDetectionDateRange() throws IOException { BytesStreamOutput out = new BytesStreamOutput(); + request = new JobRequest("1234", "_start"); request.writeTo(out); StreamInput input = out.bytes().streamInput(); JobRequest newRequest = new JobRequest(input); Assert.assertEquals(request.getConfigID(), newRequest.getConfigID()); + Assert.assertTrue(!request.isHistorical()); } @Test diff --git a/src/test/resources/org/opensearch/ad/e2e/data/rule.data b/src/test/resources/org/opensearch/ad/e2e/data/rule.data index f7964ae57..15aee4739 100644 --- a/src/test/resources/org/opensearch/ad/e2e/data/rule.data +++ b/src/test/resources/org/opensearch/ad/e2e/data/rule.data @@ -1 +1,90702 @@ 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