Multi-Platform Package Manager for Stable Diffusion
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using System.Net;
using NLog;
using Refit;
using StabilityMatrix.Core.Api;
using StabilityMatrix.Core.Attributes;
using StabilityMatrix.Core.Database;
using StabilityMatrix.Core.Models.Api;
namespace StabilityMatrix.Core.Helper;
// return Model, ModelVersion, ModelFile
public record struct ModelSearchResult(CivitModel Model, CivitModelVersion ModelVersion, CivitFile ModelFile);
[Singleton]
public class ModelFinder
{
private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
private readonly ILiteDbContext liteDbContext;
private readonly ICivitApi civitApi;
public ModelFinder(ILiteDbContext liteDbContext, ICivitApi civitApi)
{
this.liteDbContext = liteDbContext;
this.civitApi = civitApi;
}
// Finds a model from the local database using file hash
public async Task<ModelSearchResult?> LocalFindModel(string hashBlake3)
{
var (model, version) = await liteDbContext.FindCivitModelFromFileHashAsync(hashBlake3);
if (model == null || version == null)
{
return null;
}
var file = version.Files!.First(file => file.Hashes.BLAKE3?.ToLowerInvariant() == hashBlake3);
return new ModelSearchResult(model, version, file);
}
// Finds a model using Civit API using file hash
public async Task<ModelSearchResult?> RemoteFindModel(string hashBlake3)
{
Logger.Info("Searching Civit API for model version using hash {Hash}", hashBlake3);
try
{
var versionResponse = await civitApi.GetModelVersionByHash(hashBlake3);
Logger.Info(
"Found version {VersionId} with model id {ModelId}",
versionResponse.Id,
versionResponse.ModelId
);
var model = await civitApi.GetModelById(versionResponse.ModelId);
// VersionResponse is not actually the full data of ModelVersion, so find it again
var version = model.ModelVersions!.First(version => version.Id == versionResponse.Id);
var file = versionResponse.Files.FirstOrDefault(
file => hashBlake3.Equals(file.Hashes.BLAKE3, StringComparison.OrdinalIgnoreCase)
);
// Archived models do not have files
if (file == null)
return null;
return new ModelSearchResult(model, version, file);
}
catch (TaskCanceledException e)
{
Logger.Warn(
"Timed out while finding remote model version using hash {Hash}: {Error}",
hashBlake3,
e.Message
);
return null;
}
catch (ApiException e)
{
if (e.StatusCode == HttpStatusCode.NotFound)
{
Logger.Info("Could not find remote model version using hash {Hash}", hashBlake3);
}
else
{
Logger.Warn(
e,
"Could not find remote model version using hash {Hash}: {Error}",
hashBlake3,
e.Message
);
}
return null;
}
catch (HttpRequestException e)
{
Logger.Warn(
e,
"Could not connect to api while finding remote model version using hash {Hash}: {Error}",
hashBlake3,
e.Message
);
return null;
}
}
public async Task<IEnumerable<CivitModel>> FindRemoteModelsById(IEnumerable<int> ids)
{
var results = new List<CivitModel>();
// split ids into batches of 20
var batches = ids.Select((id, index) => (id, index))
.GroupBy(tuple => tuple.index / 20)
.Select(group => group.Select(tuple => tuple.id));
foreach (var batch in batches)
{
try
{
var response = await civitApi
.GetModels(new CivitModelsRequest { CommaSeparatedModelIds = string.Join(",", batch) })
.ConfigureAwait(false);
if (response.Items == null || response.Items.Count == 0)
continue;
results.AddRange(response.Items);
}
catch (Exception e)
{
Logger.Error("Error while finding remote models by id: {Error}", e.Message);
}
}
return results;
}
}