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Modérer du contenu avec des listes d’images personnalisées en C#

Cet article fournit des informations et des exemples de code qui vont vous aider à prendre en main le SDK Content Moderator pour .NET afin d’effectuer les opérations suivantes :

  • Créer une liste d’images personnalisée
  • Ajouter et supprimer des images dans la liste
  • Obtenir les ID de toutes les images de la liste
  • Récupérer et mettre à jour les métadonnées de liste
  • Actualiser l’index de recherche de la liste
  • Analyser des images par rapport aux images présentes dans la liste
  • Supprimer toutes les images de la liste
  • Supprimer la liste personnalisée

Notes

Il existe une limite maximale de 5 listes d’images, chaque liste ne devant pas dépasser 10 000 images.

L’application de console pour ce guide simule certaines des tâches que vous pouvez effectuer avec l’API Liste d’images.

Si vous n’avez pas d’abonnement Azure, créez un compte gratuit avant de commencer.

S’inscrire aux services Content Moderator

Avant de pouvoir utiliser les services Content Moderator par le biais de l’API REST ou du Kit de développement logiciel (SDK), vous aurez besoin d’une clé d’abonnement API. Dans le Portail Azure, abonnez-vous à Content Moderator pour l’obtenir.

Créer votre projet Visual Studio

  1. Ajoutez un nouveau projet Console app (.NET Framework) à votre solution.

    Dans l’exemple de code, nommez le projet ImageLists.

  2. Sélectionnez ce projet comme unique projet de démarrage de la solution.

Installer les packages nécessaires

Installez les packages NuGet suivants :

  • Microsoft.Azure.CognitiveServices.ContentModerator
  • Microsoft.Rest.ClientRuntime
  • Newtonsoft.Json

Mettre à jour les instructions using du programme

Ajoutez les instructions using suivantes

using Microsoft.Azure.CognitiveServices.ContentModerator;
using Microsoft.Azure.CognitiveServices.ContentModerator.Models;
using Newtonsoft.Json;
using System;
using System.Collections.Generic;
using System.IO;
using System.Threading;

Créer le client Content Moderator

Ajoutez le code suivant afin de créer un client Content Moderator pour votre abonnement. Mettez à jour les champs AzureEndpoint et CMSubscriptionKey avec les valeurs de votre URL de point de terminaison et de votre clé d’abonnement. Vous pouvez les trouver sous l’onglet Démarrage rapide de votre ressource dans le Portail Azure.

/// <summary>
/// Wraps the creation and configuration of a Content Moderator client.
/// </summary>
/// <remarks>This class library contains insecure code. If you adapt this 
/// code for use in production, use a secure method of storing and using
/// your Content Moderator subscription key.</remarks>
public static class Clients
{
	/// <summary>
	/// The base URL for Content Moderator calls.
	/// </summary>
	private static readonly string AzureEndpoint = "YOUR ENDPOINT URL";

	/// <summary>
	/// Your Content Moderator subscription key.
	/// </summary>
	private static readonly string CMSubscriptionKey = "YOUR API KEY";

	/// <summary>
	/// Returns a new Content Moderator client for your subscription.
	/// </summary>
	/// <returns>The new client.</returns>
	/// <remarks>The <see cref="ContentModeratorClient"/> is disposable.
	/// When you have finished using the client,
	/// you should dispose of it either directly or indirectly. </remarks>
	public static ContentModeratorClient NewClient()
	{
		// Create and initialize an instance of the Content Moderator API wrapper.
		ContentModeratorClient client = new ContentModeratorClient(new ApiKeyServiceClientCredentials(CMSubscriptionKey));

		client.Endpoint = AzureEndpoint;
		return client;
	}
}

Important

N’oubliez pas de supprimer la clé de votre code une fois que vous avez terminé, et ne la postez jamais publiquement. Pour la production, utilisez un moyen sécurisé de stocker et d’accéder à vos informations d’identification comme Azure Key Vault. Pour plus d’informations, consultez l’article sur la sécurité d’Azure AI services.

Initialiser les paramètres spécifiques de l’application

Ajoutez les classes et champs statiques suivants à la classe Program dans Program.cs.

/// <summary>
/// The minimum amount of time, im milliseconds, to wait between calls
/// to the Image List API.
/// </summary>
private const int throttleRate = 3000;

/// <summary>
/// The number of minutes to delay after updating the search index before
/// performing image match operations against the list.
/// </summary>
private const double latencyDelay = 0.5;

/// <summary>
/// Define constants for the labels to apply to the image list.
/// </summary>
private class Labels
{
	public const string Sports = "Sports";
	public const string Swimsuit = "Swimsuit";
}

/// <summary>
/// Define input data for images for this sample.
/// </summary>
private class Images
{
	/// <summary>
	/// Represents a group of images that all share the same label.
	/// </summary>
	public class Data
	{
		/// <summary>
		/// The label for the images.
		/// </summary>
		public string Label;

		/// <summary>
		/// The URLs of the images.
		/// </summary>
		public string[] Urls;
	}

	/// <summary>
	/// The initial set of images to add to the list with the sports label.
	/// </summary>
	public static readonly Data Sports = new Data()
	{
		Label = Labels.Sports,
		Urls = new string[] {
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png",
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample6.png",
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample9.png"
		}
	};

	/// <summary>
	/// The initial set of images to add to the list with the swimsuit label.
	/// </summary>
	/// <remarks>We're adding sample16.png (image of a puppy), to simulate
	/// an improperly added image that we will later remove from the list.
	/// Note: each image can have only one entry in a list, so sample4.png
	/// will throw an exception when we try to add it with a new label.</remarks>
	public static readonly Data Swimsuit = new Data()
	{
		Label = Labels.Swimsuit,
		Urls = new string[] {
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample1.jpg",
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample3.png",
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png",
			"https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png"
		}
	};

	/// <summary>
	/// The set of images to subsequently remove from the list.
	/// </summary>
	public static readonly string[] Corrections = new string[] {
		"https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png"
	};
}

/// <summary>
/// The images to match against the image list.
/// </summary>
/// <remarks>Samples 1 and 4 should scan as matches; samples 5 and 16 should not.</remarks>
private static readonly string[] ImagesToScreen = new string[] {
	"https://moderatorsampleimages.blob.core.windows.net/samples/sample1.jpg",
	"https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png",
	"https://moderatorsampleimages.blob.core.windows.net/samples/sample5.png",
	"https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png"
};

/// <summary>
/// A dictionary that tracks the ID assigned to each image URL when 
/// the image is added to the list.
/// </summary>
/// <remarks>Indexed by URL.</remarks>
private static readonly Dictionary<string, int> ImageIdMap =
	new Dictionary<string, int>();

/// <summary>
/// The name of the file to contain the output from the list management operations.
/// </summary>
/// <remarks>Relative paths are relative to the execution directory.</remarks>
private static string OutputFile = "ListOutput.log";

/// <summary>
/// A static reference to the text writer to use for logging.
/// </summary>
private static TextWriter writer;

/// <summary>
/// A copy of the list details.
/// </summary>
/// <remarks>Used to initially create the list, and later to update the
/// list details.</remarks>
private static Body listDetails;

Notes

Votre clé de service Content Moderator a une limite de fréquence des requêtes par seconde. Si vous dépassez cette limite, le Kit de développement logiciel (SDK) lève une exception avec le code d’erreur 429. Une clé de niveau gratuit a une limite de fréquence d’une demande par seconde (RSP).

Créer une méthode pour écrire des messages dans le fichier journal

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Writes a message to the log file, and optionally to the console.
/// </summary>
/// <param name="message">The message.</param>
/// <param name="echo">if set to <c>true</c>, write the message to the console.</param>
private static void WriteLine(string message = null, bool echo = false)
{
	writer.WriteLine(message ?? String.Empty);

	if (echo)
	{
		Console.WriteLine(message ?? String.Empty);
	}
}

Créer une méthode pour créer la liste personnalisée

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Creates the custom list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <returns>The response object from the operation.</returns>
private static ImageList CreateCustomList(ContentModeratorClient client)
{
	// Create the request body.
	listDetails = new Body("MyList", "A sample list",
		new BodyMetadata("Acceptable", "Potentially racy"));

	WriteLine($"Creating list {listDetails.Name}.", true);

	var result = client.ListManagementImageLists.Create(
		"application/json", listDetails);
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Créer une méthode pour ajouter une collection d’images à la liste

Ajoutez la méthode suivante à la classe Program. Ce guide ne montre pas comment appliquer des balises aux images dans la liste.

/// <summary>
/// Adds images to an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <param name="imagesToAdd">The images to add.</param>
/// <param name="label">The label to apply to each image.</param>
/// <remarks>Images are assigned content IDs when they are added to the list.
/// Track the content ID assigned to each image.</remarks>
private static void AddImages(
ContentModeratorClient client, int listId,
IEnumerable<string> imagesToAdd, string label)
{
	foreach (var imageUrl in imagesToAdd)
	{
		WriteLine();
		WriteLine($"Adding {imageUrl} to list {listId} with label {label}.", true);
		try
		{
			var result = client.ListManagementImage.AddImageUrlInput(
				listId.ToString(), "application/json", new BodyModel("URL", imageUrl), null, label);

			ImageIdMap.Add(imageUrl, Int32.Parse(result.ContentId));

			WriteLine("Response:");
			WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));
		}
		catch (Exception ex)
		{
			WriteLine($"Unable to add image to list. Caught {ex.GetType().FullName}: {ex.Message}", true);
		}
		finally
		{
			Thread.Sleep(throttleRate);
		}
	}
}

Créer une méthode pour supprimer des images de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Removes images from an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <param name="imagesToRemove">The images to remove.</param>
/// <remarks>Images are assigned content IDs when they are added to the list.
/// Use the content ID to remove the image.</remarks>
private static void RemoveImages(
	ContentModeratorClient client, int listId,
	IEnumerable<string> imagesToRemove)
{
	foreach (var imageUrl in imagesToRemove)
	{
		if (!ImageIdMap.ContainsKey(imageUrl)) continue;
		int imageId = ImageIdMap[imageUrl];

		WriteLine();
		WriteLine($"Removing entry for {imageUrl} (ID = {imageId}) from list {listId}.", true);

		var result = client.ListManagementImage.DeleteImage(
			listId.ToString(), imageId.ToString());
		Thread.Sleep(throttleRate);

		ImageIdMap.Remove(imageUrl);

		WriteLine("Response:");
		WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));
	}
}

Créer une méthode pour obtenir tous les ID de contenu des images de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Gets all image IDs in an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <returns>The response object from the operation.</returns>
private static ImageIds GetAllImageIds(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Getting all image IDs for list {listId}.", true);

	var result = client.ListManagementImage.GetAllImageIds(listId.ToString());
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Créer une méthode pour mettre à jour les détails de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Updates the details of an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <returns>The response object from the operation.</returns>
private static ImageList UpdateListDetails(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Updating details for list {listId}.", true);

	listDetails.Name = "Swimsuits and sports";

	var result = client.ListManagementImageLists.Update(
		listId.ToString(), "application/json", listDetails);
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Créer une méthode pour récupérer les détails de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Gets the details for an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <returns>The response object from the operation.</returns>
private static ImageList GetListDetails(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Getting details for list {listId}.", true);

	var result = client.ListManagementImageLists.GetDetails(listId.ToString());
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Créer une méthode pour actualiser l’index de recherche de la liste

Ajoutez la méthode suivante à la classe Program. Chaque fois que vous mettez à jour une liste, vous devez actualiser l’index de recherche avant d’utiliser la liste pour analyser des images.

/// <summary>
/// Refreshes the search index for an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <returns>The response object from the operation.</returns>
private static RefreshIndex RefreshSearchIndex(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Refreshing the search index for list {listId}.", true);

	var result = client.ListManagementImageLists.RefreshIndexMethod(listId.ToString());
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Créer une méthode pour faire correspondre les images à celles de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Matches images against an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
/// <param name="imagesToMatch">The images to screen.</param>
private static void MatchImages(
	ContentModeratorClient client, int listId,
	IEnumerable<string> imagesToMatch)
{
	foreach (var imageUrl in imagesToMatch)
	{
		WriteLine();
		WriteLine($"Matching image {imageUrl} against list {listId}.", true);

		var result = client.ImageModeration.MatchUrlInput(
				"application/json", new BodyModel("URL", imageUrl), listId.ToString());
		Thread.Sleep(throttleRate);

		WriteLine("Response:");
		WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));
	}
}

Créer une méthode pour supprimer toutes les images de la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Deletes all images from an image list.
/// </summary>
/// <param name="client">The Content Modertor client.</param>
/// <param name="listId">The list identifier.</param>
private static void DeleteAllImages(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Deleting all images from list {listId}.", true);

	var result = client.ListManagementImage.DeleteAllImages(listId.ToString());
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));
}

Créer une méthode pour supprimer la liste

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Deletes an image list.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <param name="listId">The list identifier.</param>
private static void DeleteCustomList(
	ContentModeratorClient client, int listId)
{
	WriteLine();
	WriteLine($"Deleting list {listId}.", true);

	var result = client.ListManagementImageLists.Delete(listId.ToString());
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));
}

Créer une méthode pour récupérer les ID de toutes les listes d’images

Ajoutez la méthode suivante à la classe Program.

/// <summary>
/// Gets all list identifiers for the client.
/// </summary>
/// <param name="client">The Content Moderator client.</param>
/// <returns>The response object from the operation.</returns>
private static IList<ImageList> GetAllListIds(ContentModeratorClient client)
{
	WriteLine();
	WriteLine($"Getting all image list IDs.", true);

	var result = client.ListManagementImageLists.GetAllImageLists();
	Thread.Sleep(throttleRate);

	WriteLine("Response:");
	WriteLine(JsonConvert.SerializeObject(result, Formatting.Indented));

	return result;
}

Ajouter du code pour simuler l’utilisation d’une liste d’images

Ajoutez le code suivant à la méthode Main. Ce code simule de nombreuses opérations que vous effectuez lorsque vous définissez ou gérez une liste, ainsi que lorsque vous utilisez une liste pour faire des captures d’images. Les fonctionnalités de journalisation vous permettent de consulter les objets de réponse générés par les appels du kit de développement logiciel vers le service Content Moderator.

// Create the text writer to use for logging, and cache a static reference to it.
using (StreamWriter outputWriter = new StreamWriter(OutputFile))
{
	writer = outputWriter;

	// Create a Content Moderator client.
	using (var client = Clients.NewClient())
	{
		// Create a custom image list and record the ID assigned to it.
		var creationResult = CreateCustomList(client);
		if (creationResult.Id.HasValue)
		{
			// Cache the ID of the new image list.
			int listId = creationResult.Id.Value;

			// Perform various operations using the image list.
			AddImages(client, listId, Images.Sports.Urls, Images.Sports.Label);
			AddImages(client, listId, Images.Swimsuit.Urls, Images.Swimsuit.Label);
					
			GetAllImageIds(client, listId);
			UpdateListDetails(client, listId);
			GetListDetails(client, listId);

			// Be sure to refresh search index
			RefreshSearchIndex(client, listId);

			// WriteLine();
			WriteLine($"Waiting {latencyDelay} minutes to allow the server time to propagate the index changes.", true);
			Thread.Sleep((int)(latencyDelay * 60 * 1000));

			// Match images against the image list.
			MatchImages(client, listId, ImagesToMatch);

			// Remove images
			RemoveImages(client, listId, Images.Corrections);

			// Be sure to refresh search index
			RefreshSearchIndex(client, listId);

			WriteLine();
			WriteLine($"Waiting {latencyDelay} minutes to allow the server time to propagate the index changes.", true);
			Thread.Sleep((int)(latencyDelay * 60 * 1000));

			// Match images again against the image list. The removed image should not get matched.
			MatchImages(client, listId, ImagesToMatch);

			// Delete all images from the list.
			DeleteAllImages(client, listId);

			// Delete the image list.
			DeleteCustomList(client, listId);

			// Verify that the list was deleted.
			GetAllListIds(client);
			}
		}

		writer.Flush();
		writer.Close();
		writer = null;
}

Console.WriteLine();
Console.WriteLine("Press any key to exit...");
Console.ReadKey();

Exécuter le programme et examiner la sortie

L’ID de liste et les ID de contenu des images changent chaque fois que vous exécutez l’application. Le fichier journal du programme génère la sortie suivante :

Creating list MyList.
Response:
{
	"Id": 169642,
	"Name": "MyList",
	"Description": "A sample list",
	"Metadata": {
		"Key One": "Acceptable",
		"Key Two": "Potentially racy"
	}
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png to list 169642 with label Sports.
Response:
{
	"ContentId": "169490",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "233"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "2945548"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_b4d3e20a-0751-4760-8829-475e5da33ce8"
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample6.png to list 169642 with label Sports.
Response:
{
	"ContentId": "169491",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "215"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "2440050"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_cc1eb6af-2463-4e5e-9145-2a11dcecbc30"
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample9.png to list 169642 with label Sports.
Response:
{
	"ContentId": "169492",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "98"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "1631958"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_01edc1f2-b448-48cf-b7f6-23b64d5040e9"
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample1.jpg to list 169642 with label Swimsuit.
Response:
{
	"ContentId": "169493",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "27"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "17280"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_41f7bc6f-8778-4576-ba46-37b43a6c2434"
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample3.png to list 169642 with label Swimsuit.
Response:
{
	"ContentId": "169494",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "129"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "1242855"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_61a48f33-eb55-4fd9-ac97-20eb0f3622a5"
}

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png to list 169642 with label Swimsuit.
Unable to add image to list. Caught Microsoft.CognitiveServices.ContentModerator.Models.APIErrorException: Operation returned an invalid status code 'Conflict'

Adding https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png to list 169642 with label Swimsuit.
Response:
{
	"ContentId": "169495",
	"AdditionalInfo": [
	{
		"Key": "Source",
		"Value": "169642"
	},
	{
		"Key": "ImageDownloadTimeInMs",
		"Value": "65"
	},
	{
		"Key": "ImageSizeInBytes",
		"Value": "1088127"
	}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_1c1f3de4-58b9-4aa8-82fa-1b0f479f6d7c"
}

Getting all image IDs for list 169642.
Response:
{
	"ContentSource": "169642",
	"ContentIds": [
		169490,
		169491,
		169492,
		169493,
		169494,
		169495
],
"Status": {
	"Code": 3000,
	"Description": "OK",
	"Exception": null
	},
"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_0d017deb-38fa-4701-a7b1-5b6608c79da2"
}

Updating details for list 169642.
Response:
{
	"Id": 169642,
	"Name": "Swimsuits and sports",
	"Description": "A sample list",
	"Metadata": {
		"Key One": "Acceptable",
		"Key Two": "Potentially racy"
	}
}

Getting details for list 169642.
Response:
{
	"Id": 169642,
	"Name": "Swimsuits and sports",
	"Description": "A sample list",
	"Metadata": {
		"Key One": "Acceptable",
		"Key Two": "Potentially racy"
	}
}

Refreshing the search index for list 169642.
Response:
{
	"ContentSourceId": "169642",
	"IsUpdateSuccess": true,
	"AdvancedInfo": [],
	"Status": {
		"Code": 3000,
		"Description": "RefreshIndex successfully completed.",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_c72255cd-55a0-415e-9c18-0b9c08a9f25b"
}
Waiting 0.5 minutes to allow the server time to propagate the index changes.

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample1.jpg against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_ec384878-dbaa-4999-9042-6ac986355967",
	"CacheID": null,
	"IsMatch": true,
	"Matches": [
		{
			"Score": 1.0,
			"MatchId": 169493,
			"Source": "169642",
			"Tags": [],
			"Label": "Swimsuit"
		}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_e9db4b8f-3067-400f-9552-d3e6af2474c0",
	"CacheID": null,
	"IsMatch": true,
	"Matches": [
		{
			"Score": 1.0,
			"MatchId": 169490,
			"Source": "169642",
			"Tags": [],
			"Label": "Sports"
		}
	],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
		}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample5.png against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_25991575-05da-4904-89db-abe88270b403",
	"CacheID": null,
	"IsMatch": false,
	"Matches": [],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_c65d1c91-0d8a-4511-8ac6-814e04adc845",
	"CacheID": null,
	"IsMatch": true,
	"Matches": [
		{
			"Score": 1.0,
			"MatchId": 169495,
			"Source": "169642",
			"Tags": [],
			"Label": "Swimsuit"
		}
		],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Removing entry for https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png (ID = 169495) from list 169642.
Response:
""

Refreshing the search index for list 169642.
Response:
{
	"ContentSourceId": "169642",
	"IsUpdateSuccess": true,
	"AdvancedInfo": [],
	"Status": {
		"Code": 3000,
		"Description": "RefreshIndex successfully completed.",
		"Exception": null
		},
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_b55a375e-30a1-4612-aa7b-81edcee5bffb"
}

Waiting 0.5 minutes to allow the server time to propagate the index changes.

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample1.jpg against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_00544948-2936-489c-98c8-b507b654bff5",
	"CacheID": null,
	"IsMatch": true,
	"Matches": [
		{
			"Score": 1.0,
			"MatchId": 169493,
			"Source": "169642",
			"Tags": [],
			"Label": "Swimsuit"
		}
		],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample4.png against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_c36ec646-53c2-4705-86b2-d72b5c2273c7",
	"CacheID": null,
	"IsMatch": true,
	"Matches": [
		{
			"Score": 1.0,
			"MatchId": 169490,
			"Source": "169642",
			"Tags": [],
			"Label": "Sports"
		}
		],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample5.png against list 169642.
Response:
{
	TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_22edad74-690d-4fbc-b7d0-bf64867c4cb9",
	"CacheID": null,
	"IsMatch": false,
	"Matches": [],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Matching image https://moderatorsampleimages.blob.core.windows.net/samples/sample16.png against list 169642.
Response:
{
	"TrackingId": "WE_f0527c49616243c5ac65e1cc3482d390_ContentModerator.Preview_abd4a178-3238-4601-8e4f-cf9ee66f605a",
	"CacheID": null,
	"IsMatch": false,
	"Matches": [],
	"Status": {
		"Code": 3000,
		"Description": "OK",
		"Exception": null
	}
}

Deleting all images from list 169642.
Response:
"Reset Successful."

Deleting list 169642.
Response:
""

Getting all image list IDs.
Response:
[]

Étapes suivantes

Obtenez le SDK Content Moderator pour .NET et la solution Visual Studio pour ce guide de démarrage rapide et d’autres guides de démarrage rapide Content Moderator pour .NET, puis commencez votre intégration.