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| 1 | +/* |
| 2 | + * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one |
| 3 | + * or more contributor license agreements. Licensed under the Elastic License |
| 4 | + * 2.0; you may not use this file except in compliance with the Elastic License |
| 5 | + * 2.0. |
| 6 | + */ |
| 7 | + |
| 8 | +package org.elasticsearch.xpack.inference.services.mistral; |
| 9 | + |
| 10 | +import org.apache.http.HttpResponse; |
| 11 | +import org.apache.http.StatusLine; |
| 12 | +import org.elasticsearch.common.bytes.BytesReference; |
| 13 | +import org.elasticsearch.common.xcontent.XContentHelper; |
| 14 | +import org.elasticsearch.test.ESTestCase; |
| 15 | +import org.elasticsearch.xcontent.XContentFactory; |
| 16 | +import org.elasticsearch.xpack.core.inference.results.UnifiedChatCompletionException; |
| 17 | +import org.elasticsearch.xpack.inference.external.http.HttpResult; |
| 18 | +import org.elasticsearch.xpack.inference.external.http.retry.RetryException; |
| 19 | +import org.elasticsearch.xpack.inference.external.request.Request; |
| 20 | + |
| 21 | +import java.io.IOException; |
| 22 | +import java.net.URI; |
| 23 | +import java.net.URISyntaxException; |
| 24 | +import java.nio.charset.StandardCharsets; |
| 25 | + |
| 26 | +import static org.elasticsearch.ExceptionsHelper.unwrapCause; |
| 27 | +import static org.elasticsearch.xcontent.ToXContent.EMPTY_PARAMS; |
| 28 | +import static org.hamcrest.Matchers.is; |
| 29 | +import static org.hamcrest.Matchers.isA; |
| 30 | +import static org.mockito.Mockito.mock; |
| 31 | +import static org.mockito.Mockito.when; |
| 32 | + |
| 33 | +public class MistralUnifiedChatCompletionResponseHandlerTests extends ESTestCase { |
| 34 | + private final MistralUnifiedChatCompletionResponseHandler responseHandler = new MistralUnifiedChatCompletionResponseHandler( |
| 35 | + "chat completions", |
| 36 | + (a, b) -> mock() |
| 37 | + ); |
| 38 | + |
| 39 | + public void testFailNotFound() throws IOException { |
| 40 | + var responseJson = XContentHelper.stripWhitespace(""" |
| 41 | + { |
| 42 | + "detail": "Not Found" |
| 43 | + } |
| 44 | + """); |
| 45 | + |
| 46 | + var errorJson = invalidResponseJson(responseJson, 404); |
| 47 | + |
| 48 | + assertThat(errorJson, is(XContentHelper.stripWhitespace(""" |
| 49 | + { |
| 50 | + "error" : { |
| 51 | + "code" : "not_found", |
| 52 | + "message" : "Resource not found at [https://api.mistral.ai/v1/chat/completions] for request from inference entity id [id] \ |
| 53 | + status [404]. Error message: [{\\"detail\\":\\"Not Found\\"}]", |
| 54 | + "type" : "mistral_error" |
| 55 | + } |
| 56 | + }"""))); |
| 57 | + } |
| 58 | + |
| 59 | + public void testFailUnauthorized() throws IOException { |
| 60 | + var responseJson = XContentHelper.stripWhitespace(""" |
| 61 | + { |
| 62 | + "message": "Unauthorized", |
| 63 | + "request_id": "a580d263fb1521778782b22104efb415" |
| 64 | + } |
| 65 | + """); |
| 66 | + |
| 67 | + var errorJson = invalidResponseJson(responseJson, 401); |
| 68 | + |
| 69 | + assertThat(errorJson, is(XContentHelper.stripWhitespace(""" |
| 70 | + { |
| 71 | + "error" : { |
| 72 | + "code" : "unauthorized", |
| 73 | + "message" : "Received an authentication error status code for request from inference entity id [id] status [401]. Error \ |
| 74 | + message: [{\\"message\\":\\"Unauthorized\\",\\"request_id\\":\\"a580d263fb1521778782b22104efb415\\"}]", |
| 75 | + "type" : "mistral_error" |
| 76 | + } |
| 77 | + }"""))); |
| 78 | + } |
| 79 | + |
| 80 | + public void testFailBadRequest() throws IOException { |
| 81 | + var responseJson = XContentHelper.stripWhitespace(""" |
| 82 | + { |
| 83 | + "object": "error", |
| 84 | + "message": "Invalid model: mistral-small-l2atest", |
| 85 | + "type": "invalid_model", |
| 86 | + "param": null, |
| 87 | + "code": "1500" |
| 88 | + } |
| 89 | + """); |
| 90 | + |
| 91 | + var errorJson = invalidResponseJson(responseJson, 400); |
| 92 | + |
| 93 | + assertThat(errorJson, is(XContentHelper.stripWhitespace(""" |
| 94 | + { |
| 95 | + "error" : { |
| 96 | + "code" : "bad_request", |
| 97 | + "message" : "Received a bad request status code for request from inference entity id [id] status [400]. Error message: \ |
| 98 | + [{\\"object\\":\\"error\\",\\"message\\":\\"Invalid model: mistral-small-l2atest\\",\\"type\\":\\"invalid_model\\",\\"par\ |
| 99 | + am\\":null,\\"code\\":\\"1500\\"}]", |
| 100 | + "type" : "mistral_error" |
| 101 | + } |
| 102 | + }"""))); |
| 103 | + } |
| 104 | + |
| 105 | + private String invalidResponseJson(String responseJson, int statusCode) throws IOException { |
| 106 | + var exception = invalidResponse(responseJson, statusCode); |
| 107 | + assertThat(exception, isA(RetryException.class)); |
| 108 | + assertThat(unwrapCause(exception), isA(UnifiedChatCompletionException.class)); |
| 109 | + return toJson((UnifiedChatCompletionException) unwrapCause(exception)); |
| 110 | + } |
| 111 | + |
| 112 | + private Exception invalidResponse(String responseJson, int statusCode) { |
| 113 | + return expectThrows( |
| 114 | + RetryException.class, |
| 115 | + () -> responseHandler.validateResponse( |
| 116 | + mock(), |
| 117 | + mock(), |
| 118 | + mockRequest(), |
| 119 | + new HttpResult(mockErrorResponse(statusCode), responseJson.getBytes(StandardCharsets.UTF_8)), |
| 120 | + true |
| 121 | + ) |
| 122 | + ); |
| 123 | + } |
| 124 | + |
| 125 | + private static Request mockRequest() throws URISyntaxException { |
| 126 | + var request = mock(Request.class); |
| 127 | + when(request.getInferenceEntityId()).thenReturn("id"); |
| 128 | + when(request.isStreaming()).thenReturn(true); |
| 129 | + when(request.getURI()).thenReturn(new URI("https://api.mistral.ai/v1/chat/completions")); |
| 130 | + return request; |
| 131 | + } |
| 132 | + |
| 133 | + private static HttpResponse mockErrorResponse(int statusCode) { |
| 134 | + var statusLine = mock(StatusLine.class); |
| 135 | + when(statusLine.getStatusCode()).thenReturn(statusCode); |
| 136 | + |
| 137 | + var response = mock(HttpResponse.class); |
| 138 | + when(response.getStatusLine()).thenReturn(statusLine); |
| 139 | + |
| 140 | + return response; |
| 141 | + } |
| 142 | + |
| 143 | + private String toJson(UnifiedChatCompletionException e) throws IOException { |
| 144 | + try (var builder = XContentFactory.jsonBuilder()) { |
| 145 | + e.toXContentChunked(EMPTY_PARAMS).forEachRemaining(xContent -> { |
| 146 | + try { |
| 147 | + xContent.toXContent(builder, EMPTY_PARAMS); |
| 148 | + } catch (IOException ex) { |
| 149 | + throw new RuntimeException(ex); |
| 150 | + } |
| 151 | + }); |
| 152 | + return XContentHelper.convertToJson(BytesReference.bytes(builder), false, builder.contentType()); |
| 153 | + } |
| 154 | + } |
| 155 | +} |
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