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| 1 | +/* |
| 2 | + * Copyright OpenSearch Contributors |
| 3 | + * SPDX-License-Identifier: Apache-2.0 |
| 4 | + */ |
| 5 | + |
| 6 | +package org.opensearch.ml.utils; |
| 7 | + |
| 8 | +import com.fasterxml.jackson.core.JsonParseException; |
| 9 | +import org.junit.Assert; |
| 10 | +import org.junit.Test; |
| 11 | +import org.opensearch.Version; |
| 12 | +import org.opensearch.cluster.node.DiscoveryNode; |
| 13 | +import org.opensearch.cluster.node.DiscoveryNodeRole; |
| 14 | +import org.opensearch.common.xcontent.XContentFactory; |
| 15 | +import org.opensearch.core.common.bytes.BytesReference; |
| 16 | +import org.opensearch.core.xcontent.NamedXContentRegistry; |
| 17 | +import org.opensearch.core.xcontent.ToXContent; |
| 18 | +import org.opensearch.core.xcontent.XContentBuilder; |
| 19 | +import org.opensearch.core.xcontent.XContentParser; |
| 20 | +import org.opensearch.ml.common.MLTask; |
| 21 | +import org.opensearch.test.OpenSearchTestCase; |
| 22 | + |
| 23 | +import java.io.IOException; |
| 24 | +import java.util.HashSet; |
| 25 | +import java.util.Set; |
| 26 | + |
| 27 | +import static java.util.Collections.emptyMap; |
| 28 | +import static org.opensearch.ml.common.utils.ModelInterfaceUtils.BEDROCK_COHERE_EMBED_ENGLISH_V3_MODEL_INTERFACE; |
| 29 | +import static org.opensearch.ml.common.utils.ModelInterfaceUtils.BEDROCK_TITAN_EMBED_MULTI_MODAL_V1_MODEL_INTERFACE; |
| 30 | +import static org.opensearch.ml.common.utils.ModelInterfaceUtils.BEDROCK_TITAN_EMBED_TEXT_V1_MODEL_INTERFACE; |
| 31 | +import static org.opensearch.ml.utils.TestHelper.ML_ROLE; |
| 32 | + |
| 33 | +public class MLNodeUtilsForTestingTests extends OpenSearchTestCase { |
| 34 | + |
| 35 | + public void testIsMLNode() { |
| 36 | + Set<DiscoveryNodeRole> roleSet = new HashSet<>(); |
| 37 | + roleSet.add(DiscoveryNodeRole.DATA_ROLE); |
| 38 | + roleSet.add(DiscoveryNodeRole.INGEST_ROLE); |
| 39 | + DiscoveryNode normalNode = new DiscoveryNode("Normal node", buildNewFakeTransportAddress(), emptyMap(), roleSet, Version.CURRENT); |
| 40 | + Assert.assertFalse(MLNodeUtilsForTesting.isMLNode(normalNode)); |
| 41 | + |
| 42 | + roleSet.add(ML_ROLE); |
| 43 | + DiscoveryNode mlNode = new DiscoveryNode("ML node", buildNewFakeTransportAddress(), emptyMap(), roleSet, Version.CURRENT); |
| 44 | + Assert.assertTrue(MLNodeUtilsForTesting.isMLNode(mlNode)); |
| 45 | + } |
| 46 | + |
| 47 | + public void testCreateXContentParserFromRegistry() throws IOException { |
| 48 | + MLTask mlTask = MLTask.builder().taskId("taskId").modelId("modelId").build(); |
| 49 | + XContentBuilder content = mlTask.toXContent(XContentFactory.jsonBuilder(), ToXContent.EMPTY_PARAMS); |
| 50 | + BytesReference bytesReference = BytesReference.bytes(content); |
| 51 | + NamedXContentRegistry namedXContentRegistry = NamedXContentRegistry.EMPTY; |
| 52 | + XContentParser xContentParser = MLNodeUtilsForTesting.createXContentParserFromRegistry(namedXContentRegistry, bytesReference); |
| 53 | + xContentParser.nextToken(); |
| 54 | + MLTask parsedMLTask = MLTask.parse(xContentParser); |
| 55 | + assertEquals(mlTask, parsedMLTask); |
| 56 | + } |
| 57 | + |
| 58 | + @Test |
| 59 | + public void testValidateSchema() throws IOException { |
| 60 | + String schema = "{" |
| 61 | + + "\"type\": \"object\"," |
| 62 | + + "\"properties\": {" |
| 63 | + + " \"key1\": {\"type\": \"string\"}," |
| 64 | + + " \"key2\": {\"type\": \"integer\"}" |
| 65 | + + "}" |
| 66 | + + "}"; |
| 67 | + String json = "{\"key1\": \"foo\", \"key2\": 123}"; |
| 68 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 69 | + } |
| 70 | + |
| 71 | + @Test |
| 72 | + public void testValidateEmbeddingInputWithGeneralEmbeddingRemoteSchema() throws IOException { |
| 73 | + String schema = BEDROCK_COHERE_EMBED_ENGLISH_V3_MODEL_INTERFACE.get("input"); |
| 74 | + String json = "{\"text_docs\":[ \"today is sunny\", \"today is sunny\"]}"; |
| 75 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 76 | + } |
| 77 | + |
| 78 | + @Test |
| 79 | + public void testValidateRemoteInputWithGeneralEmbeddingRemoteSchema() throws IOException { |
| 80 | + String schema = BEDROCK_COHERE_EMBED_ENGLISH_V3_MODEL_INTERFACE.get("input"); |
| 81 | + String json = "{\"parameters\": {\"texts\": [\"Hello\",\"world\"]}}"; |
| 82 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 83 | + } |
| 84 | + |
| 85 | + @Test |
| 86 | + public void testValidateEmbeddingInputWithTitanTextRemoteSchema() throws IOException { |
| 87 | + String schema = BEDROCK_TITAN_EMBED_TEXT_V1_MODEL_INTERFACE.get("input"); |
| 88 | + String json = "{\"text_docs\":[ \"today is sunny\", \"today is sunny\"]}"; |
| 89 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 90 | + } |
| 91 | + |
| 92 | + @Test |
| 93 | + public void testValidateRemoteInputWithTitanTextRemoteSchema() throws IOException { |
| 94 | + String schema = BEDROCK_TITAN_EMBED_TEXT_V1_MODEL_INTERFACE.get("input"); |
| 95 | + String json = "{\"parameters\": {\"inputText\": \"Say this is a test\"}}"; |
| 96 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 97 | + } |
| 98 | + |
| 99 | + @Test |
| 100 | + public void testValidateEmbeddingInputWithTitanMultiModalRemoteSchema() throws IOException { |
| 101 | + String schema = BEDROCK_TITAN_EMBED_MULTI_MODAL_V1_MODEL_INTERFACE.get("input"); |
| 102 | + String json = "{\"text_docs\":[ \"today is sunny\", \"today is sunny\"]}"; |
| 103 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 104 | + } |
| 105 | + |
| 106 | + @Test |
| 107 | + public void testValidateRemoteInputWithTitanMultiModalRemoteSchema() throws IOException { |
| 108 | + String schema = BEDROCK_TITAN_EMBED_MULTI_MODAL_V1_MODEL_INTERFACE.get("input"); |
| 109 | + String json = "{\n" |
| 110 | + + " \"parameters\": {\n" |
| 111 | + + " \"inputText\": \"Say this is a test\",\n" |
| 112 | + + " \"inputImage\": \"/9jk=\"\n" |
| 113 | + + " }\n" |
| 114 | + + "}"; |
| 115 | + MLNodeUtilsForTesting.validateSchema(schema, json); |
| 116 | + } |
| 117 | + |
| 118 | + @Test |
| 119 | + public void testProcessRemoteInferenceInputDataSetParametersValueNoParameters() throws IOException { |
| 120 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true}"; |
| 121 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 122 | + assertEquals(json, processedJson); |
| 123 | + } |
| 124 | + |
| 125 | + @Test |
| 126 | + public void testProcessRemoteInferenceInputDataSetInvalidJson() { |
| 127 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"a\"}}"; |
| 128 | + assertThrows(JsonParseException.class, () -> MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json)); |
| 129 | + } |
| 130 | + |
| 131 | + @Test |
| 132 | + public void testProcessRemoteInferenceInputDataSetEmptyParameters() throws IOException { |
| 133 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{}}"; |
| 134 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 135 | + assertEquals(json, processedJson); |
| 136 | + } |
| 137 | + |
| 138 | + @Test |
| 139 | + public void testProcessRemoteInferenceInputDataSetParametersValueParametersWrongType() throws IOException { |
| 140 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":[\"Hello\",\"world\"]}"; |
| 141 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 142 | + assertEquals(json, processedJson); |
| 143 | + } |
| 144 | + |
| 145 | + @Test |
| 146 | + public void testProcessRemoteInferenceInputDataSetParametersValueWithParametersProcessArray() throws IOException { |
| 147 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"texts\":\"[\\\"Hello\\\",\\\"world\\\"]\"}}"; |
| 148 | + String expectedJson = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"texts\":[\"Hello\",\"world\"]}}"; |
| 149 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 150 | + assertEquals(expectedJson, processedJson); |
| 151 | + } |
| 152 | + |
| 153 | + @Test |
| 154 | + public void testProcessRemoteInferenceInputDataSetParametersValueWithParametersProcessObject() throws IOException { |
| 155 | + String json = |
| 156 | + "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"messages\":\"{\\\"role\\\":\\\"system\\\",\\\"foo\\\":\\\"{\\\\\\\"a\\\\\\\": \\\\\\\"b\\\\\\\"}\\\",\\\"content\\\":{\\\"a\\\":\\\"b\\\"}}\"}}}"; |
| 157 | + String expectedJson = |
| 158 | + "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"messages\":{\"role\":\"system\",\"foo\":\"{\\\"a\\\": \\\"b\\\"}\",\"content\":{\"a\":\"b\"}}}}"; |
| 159 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 160 | + assertEquals(expectedJson, processedJson); |
| 161 | + } |
| 162 | + |
| 163 | + @Test |
| 164 | + public void testProcessRemoteInferenceInputDataSetParametersValueWithParametersNoProcess() throws IOException { |
| 165 | + String json = "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"key1\":\"foo\",\"key2\":123,\"key3\":true}}"; |
| 166 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 167 | + assertEquals(json, processedJson); |
| 168 | + } |
| 169 | + |
| 170 | + @Test |
| 171 | + public void testProcessRemoteInferenceInputDataSetParametersValueWithParametersInvalidJson() throws IOException { |
| 172 | + String json = |
| 173 | + "{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"parameters\":{\"key1\":\"foo\",\"key2\":123,\"key3\":true,\"texts\":\"[\\\"Hello\\\",\\\"world\\\"\"}}"; |
| 174 | + String processedJson = MLNodeUtilsForTesting.processRemoteInferenceInputDataSetParametersValue(json); |
| 175 | + assertEquals(json, processedJson); |
| 176 | + } |
| 177 | +} |
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