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// Licensed to the .NET Foundation under one or more agreements.
// The .NET Foundation licenses this file to you under the MIT license.
using System;
using System.Net.Http;
using System.Threading.Tasks;
using Azure;
using Azure.AI.Inference;
using Azure.Core.Pipeline;
using Microsoft.Extensions.Caching.Distributed;
using Microsoft.Extensions.Caching.Memory;
using Xunit;
#pragma warning disable S103 // Lines should not be too long
namespace Microsoft.Extensions.AI;
public class AzureAIInferenceImageEmbeddingGeneratorTests
{
[Fact]
public void AsIEmbeddingGenerator_InvalidArgs_Throws()
{
Assert.Throws<ArgumentNullException>("imageEmbeddingsClient", () => ((ImageEmbeddingsClient)null!).AsIEmbeddingGenerator());
ImageEmbeddingsClient client = new(new("http://somewhere"), new AzureKeyCredential("key"));
Assert.Throws<ArgumentException>("defaultModelId", () => client.AsIEmbeddingGenerator(" "));
client.AsIEmbeddingGenerator(null);
}
[Fact]
public void AsIEmbeddingGenerator_OpenAIClient_ProducesExpectedMetadata()
{
Uri endpoint = new("http://localhost/some/endpoint");
string model = "amazingModel";
ImageEmbeddingsClient client = new(endpoint, new AzureKeyCredential("key"));
IEmbeddingGenerator<DataContent, Embedding<float>> embeddingGenerator = client.AsIEmbeddingGenerator(model);
var metadata = embeddingGenerator.GetService<EmbeddingGeneratorMetadata>();
Assert.Equal("az.ai.inference", metadata?.ProviderName);
Assert.Equal(endpoint, metadata?.ProviderUri);
Assert.Equal(model, metadata?.DefaultModelId);
}
[Fact]
public void GetService_SuccessfullyReturnsUnderlyingClient()
{
var client = new ImageEmbeddingsClient(new("http://somewhere"), new AzureKeyCredential("key"));
var embeddingGenerator = client.AsIEmbeddingGenerator("model");
Assert.Same(embeddingGenerator, embeddingGenerator.GetService<IEmbeddingGenerator<DataContent, Embedding<float>>>());
Assert.Same(client, embeddingGenerator.GetService<ImageEmbeddingsClient>());
using IEmbeddingGenerator<DataContent, Embedding<float>> pipeline = embeddingGenerator
.AsBuilder()
.UseOpenTelemetry()
.UseDistributedCache(new MemoryDistributedCache(Options.Options.Create(new MemoryDistributedCacheOptions())))
.Build();
Assert.NotNull(pipeline.GetService<DistributedCachingEmbeddingGenerator<DataContent, Embedding<float>>>());
Assert.NotNull(pipeline.GetService<CachingEmbeddingGenerator<DataContent, Embedding<float>>>());
Assert.NotNull(pipeline.GetService<OpenTelemetryEmbeddingGenerator<DataContent, Embedding<float>>>());
Assert.Same(client, pipeline.GetService<ImageEmbeddingsClient>());
Assert.IsType<OpenTelemetryEmbeddingGenerator<DataContent, Embedding<float>>>(pipeline.GetService<IEmbeddingGenerator<DataContent, Embedding<float>>>());
}
[Fact]
public async Task GenerateAsync_ExpectedRequestResponse()
{
DataContent dotnetPng = new(ImageDataUri.GetImageDataUri());
const string Input = """
{
"input":[{"image":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcgAAAHICAMAAAD9f4rYAAAAS1BMVEVRK9RRK9T///\u002BolenTyvTp5fpnRdl8YN\u002B\u002Br\u002B708v1cONedh\u002Be\u002Bru5nRtl9YN6HbeKyouzJvfKSeuSzou2\u002Br\u002B9yU9ze1/dcONbe2PcNfWisAAAAAXRSTlP\u002BGuMHfQAAB79JREFUeNrs0QENAAAMw6Ddv\u002Bn7aMACOwomskFkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESKfnTvMTRyGoiisF5K2SYZhKKX7X\u002BpEeuov7Ngxorp\u002BOmcH9KssLnISJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMki/DzkNqUZr7H146M0ynYZnmgof4cn\u002B2BPpQA6rFQMymxDk/GalgMwmBDlcrRSQ2ZQgh79WCMhsUpDTYvsBmU0Kcvhn\u002BwGZTQuydLgCmU0MsjAmgcwmBlkYk0BmU4PcH5NAZlOD3D9cgcwmBzlcLB\u002BQ2fQg98YkkNn0IPfGJJDZBCF3xiSQ2RQhvy3XKyDnsboP\u002B\u002Bk6FpoT/wZjodWeSBEyPyZfATnaKxqHh072yiQhj4xJID1JyCN/XCA9TcgDYxJITxRyXqwyID1RyPoxCaSnClk9JoH0NCDH9jEJpKcBeR\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\u002B2OSSC9DiCXae8ZAiC9DiDtsjcmgfR6gNwdk0B6XUDujUkgvS4gbc3/ZAak1wekjdkxCaTXCeQ9OyaB9DqBtFPuVdlAer1AZsckkF4vkPaeGZNAet1A2i09JoH0\u002BoHMXvu4A7nVD6RdMmPyDcitjiDTYxJIryfI85xkWIDc6gnS1vS1DyC3uoK0MTkmZyDN\u002BoJMj8kJSLO\u002BINNjcgTSrDPIZUpIfAFp1hlk8nDlaN3qDTL1KiW\u002BtW51B7nMQKbqDtJWIP\u002BzdwerDcNQEEUZWbIqG9XESev8/5d2EQol7wXcZBSwmLv3Zg54oYXkdTxIREE6HRCyFkHa2JDbfEohlHj5xINehsQgSBsXchtK\u002BC2tcHsdEt\u002BCNFEhx7Tj0XICZBakiQk53gvFCTYCJM5EyOv4nzbs6diQowW6wMaAnBIBsuGVEMeG3Hl9NQMSWZAmFmQO\u002Bx7WpUDiJMhbfEh/2hkmCmQtgkQbyOB2gokCiVmQQAvIHNwSTBxIREE2gVyCH0wkyCrIJpBrMLWFxCDIVr/W90JOSZANIMfgdoWJBYksSD6kx\u002BOft/IgcRZkA0h/owoTD3IqgqRD\u002BqteYCJCYhEkHdJdNVWYmJCIguRD2pXKF2xUyFoESYc0MyXXkQqJWZANILH\u002BNYoVfvNw34KnmwenCQ/Kw4vlvUt4n7aKDwms8aZYPjLU2\u002BJDAlte1jxCvbUbpOohQXaSIDtJkJ0kyE4SZCcJspME2UmC/GGPDmQAAAAABvlb36M9hRBHIo5EHIk4EnEk4kjEkYgjEUcijkQciTgScSTiSMSRiCMRRyKORByJOBJxJOJIxJGIIxFHIo5EHIk4EnEk4kjEkYgjEUciYo8OZAAAAAAG\u002BVvf4yuFRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQOSFyQuSEyAmREyInRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQOSFyQuSEyAmREyInRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQWXt0QAMAAIAwyP6p7cFOBRBFIopEFIkoElEkokhEkYgiEUUiikQUiSgSUSSiSESRiCIRRSKKRBSJKBJRJKJIRJGIIhFFIopEFIkoElEkokhEkYgiEUUiikQUiSgSUSSiSESRiCIRRSKKRBSJKBJRJKJIRJGIIhFFIopEFIkoElEkokjEgjh2WnxgwCuWdQAAAABJRU5ErkJggg=="}],
"encoding_format":"base64",
"model":"embed-v-4-0"
}
"""{
"input":[{"image":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAcgAAAHICAMAAAD9f4rYAAAAS1BMVEVRK9RRK9T///\u002BolenTyvTp5fpnRdl8YN\u002B\u002Br\u002B708v1cONedh\u002Be\u002Bru5nRtl9YN6HbeKyouzJvfKSeuSzou2\u002Br\u002B9yU9ze1/dcONbe2PcNfWisAAAAAXRSTlP\u002BGuMHfQAAB79JREFUeNrs0QENAAAMw6Ddv\u002Bn7aMACOwomskFkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESIjREaIjBAZITJCZITICJERIiNERoiMEBkhMkJkhMgIkREiI0RGiIwQGSEyQmSEyAiRESKfnTvMTRyGoiisF5K2SYZhKKX7X\u002BpEeuov7Ngxorp\u002BOmcH9KssLnISJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMkhABgnIIAEZJCCDBGSQgAwSkEECMki/DzkNqUZr7H146M0ynYZnmgof4cn\u002B2BPpQA6rFQMymxDk/GalgMwmBDlcrRSQ2ZQgh79WCMhsUpDTYvsBmU0Kcvhn\u002BwGZTQuydLgCmU0MsjAmgcwmBlkYk0BmU4PcH5NAZlOD3D9cgcwmBzlcLB\u002BQ2fQg98YkkNn0IPfGJJDZBCF3xiSQ2RQhvy3XKyDnsboP\u002B\u002Bk6FpoT/wZjodWeSBEyPyZfATnaKxqHh072yiQhj4xJID1JyCN/XCA9TcgDYxJITxRyXqwyID1RyPoxCaSnClk9JoH0NCDH9jEJpKcBeR\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\u002B2OSSC9DiCXae8ZAiC9DiDtsjcmgfR6gNwdk0B6XUDujUkgvS4gbc3/ZAak1wekjdkxCaTXCeQ9OyaB9DqBtFPuVdlAer1AZsckkF4vkPaeGZNAet1A2i09JoH0\u002BoHMXvu4A7nVD6RdMmPyDcitjiDTYxJIryfI85xkWIDc6gnS1vS1DyC3uoK0MTkmZyDN\u002BoJMj8kJSLO\u002BINNjcgTSrDPIZUpIfAFp1hlk8nDlaN3qDTL1KiW\u002BtW51B7nMQKbqDtJWIP\u002BzdwerDcNQEEUZWbIqG9XESev8/5d2EQol7wXcZBSwmLv3Zg54oYXkdTxIREE6HRCyFkHa2JDbfEohlHj5xINehsQgSBsXchtK\u002BC2tcHsdEt\u002BCNFEhx7Tj0XICZBakiQk53gvFCTYCJM5EyOv4nzbs6diQowW6wMaAnBIBsuGVEMeG3Hl9NQMSWZAmFmQO\u002Bx7WpUDiJMhbfEh/2hkmCmQtgkQbyOB2gokCiVmQQAvIHNwSTBxIREE2gVyCH0wkyCrIJpBrMLWFxCDIVr/W90JOSZANIMfgdoWJBYksSD6kx\u002BOft/IgcRZkA0h/owoTD3IqgqRD\u002BqteYCJCYhEkHdJdNVWYmJCIguRD2pXKF2xUyFoESYc0MyXXkQqJWZANILH\u002BNYoVfvNw34KnmwenCQ/Kw4vlvUt4n7aKDwms8aZYPjLU2\u002BJDAlte1jxCvbUbpOohQXaSIDtJkJ0kyE4SZCcJspME2UmC/GGPDmQAAAAABvlb36M9hRBHIo5EHIk4EnEk4kjEkYgjEUcijkQciTgScSTiSMSRiCMRRyKORByJOBJxJOJIxJGIIxFHIo5EHIk4EnEk4kjEkYgjEUciYo8OZAAAAAAG\u002BVvf4yuFRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQOSFyQuSEyAmREyInRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQOSFyQuSEyAmREyInRE6InBA5IXJC5ITICZETIidEToicEDkhckLkhMgJkRMiJ0ROiJwQWXt0QAMAAIAwyP6p7cFOBRBFIopEFIkoElEkokhEkYgiEUUiikQUiSgSUSSiSESRiCIRRSKKRBSJKBJRJKJIRJGIIhFFIopEFIkoElEkokhEkYgiEUUiikQUiSgSUSSiSESRiCIRRSKKRBSJKBJRJKJIRJGIIhFFIopEFIkoElEkokjEgjh2WnxgwCuWdQAAAABJRU5ErkJggg=="}],
"encoding_format":"base64",
"model":"embed-v-4-0"
}
""";
const string Output = """
{
"id":"9da7c0f0-4b9d-46d9-9323-f10f46977493",
"object":"list",
"data":
[
{
"index":0,
"object":"embedding",
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}
}
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"index":0,
"object":"embedding",
"embedding":"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"
}
],
"model":"embed-v4.0",
"usage":
{
"prompt_tokens":1012,
"completion_tokens":0,
"total_tokens":1012
}
}
""";
using VerbatimHttpHandler handler = new(Input, Output);
using HttpClient httpClient = new(handler);
using IEmbeddingGenerator<DataContent, Embedding<float>> generator = new ImageEmbeddingsClient(
new("https://somwhere"), new AzureKeyCredential("key"), new()
{
Transport = new HttpClientTransport(httpClient),
}).AsIEmbeddingGenerator("embed-v-4-0");
var response = await generator.GenerateAsync([dotnetPng]);
Assert.NotNull(response);
Assert.Single(response);
Assert.NotNull(response.Usage);
Assert.Equal(1012, response.Usage.InputTokenCount);
Assert.Equal(1012, response.Usage.TotalTokenCount);
foreach (Embedding<float> e in response)
{
Assert.Equal("embed-v4.0", e.ModelId);
Assert.NotNull(e.CreatedAt);
Assert.Equal(1536, e.Vector.Length);
Assert.Contains(e.Vector.ToArray(), f => !f.Equals(0));
}
}
}
|