public bool IsSupported(BlobLoaded blob)
{
if (blob.BlobInfo.Metadata.ContainsKey("FileType"))
{
return(blob.BlobInfo.Metadata["FileType"].ToString() == "MachineLearningModel");
}
return(false);
}
public async Task Process(BlobLoaded blob)
{
var fileId = NewId.NextGuid();
var blobInfo = blob.BlobInfo;
Guid userId = blobInfo.UserId.HasValue ? blobInfo.UserId.Value : new Guid(blobInfo.Metadata[nameof(userId)].ToString());
Guid?parentId = blobInfo.Metadata != null?blobInfo.Metadata.ContainsKey(nameof(parentId)) ? (Guid?)new Guid(blobInfo.Metadata[nameof(parentId)].ToString()) : null : null;
var file = new RecordsFile.Domain.RecordsFile(fileId, userId, parentId, blobInfo.FileName, FileStatus.Loaded, blobInfo.Bucket, blobInfo.Id, blobInfo.Length, blobInfo.MD5);
await _session.Add(file);
await _session.Commit();
await _bus.Publish <ProcessChemicalFile>(new
{
Id = fileId,
Bucket = blobInfo.Bucket,
BlobId = blobInfo.Id,
UserId = userId
});
}
public async Task Process(BlobLoaded blob)
{
var fileId = NewId.NextGuid();
var blobInfo = blob.BlobInfo;
Guid userId = blobInfo.UserId.HasValue ? blobInfo.UserId.Value : new Guid(blobInfo.Metadata[nameof(userId)].ToString());
//TODO: is it possible that parentId is nul???
Guid?parentId = blobInfo.Metadata != null?blobInfo.Metadata.ContainsKey(nameof(parentId)) ? (Guid?)new Guid(blobInfo.Metadata[nameof(parentId)].ToString()) : null : null;
var file = new PdfFile(fileId, userId, parentId, blobInfo.FileName, FileStatus.Loaded, blobInfo.Bucket, blobInfo.Id, blobInfo.Length, blobInfo.MD5);
await _session.Add(file);
await _session.Commit();
await _bus.Publish <ProcessGenericFile>(new
{
Id = fileId,
ParentId = parentId,
Bucket = blobInfo.Bucket,
BlobId = blobInfo.Id,
UserId = userId
});
}
public async Task Process(BlobLoaded blob)
{
var modelId = NewId.NextGuid();
var blobInfo = blob.BlobInfo;
var metadata = new Dictionary <string, object>(StringComparer.InvariantCultureIgnoreCase);
if (blobInfo.Metadata != null)
{
blobInfo.Metadata.ToList().ForEach(kv => metadata[kv.Key] = kv.Value);
}
Guid userId = blobInfo.UserId.HasValue ? blobInfo.UserId.Value : new Guid(metadata[nameof(userId)].ToString());
Guid parentId = metadata.ContainsKey(nameof(parentId)) ? new Guid(metadata[nameof(parentId)].ToString()) : userId;
var metaJson = metadata["ModelInfo"].ToString();
var meta = JsonConvert.DeserializeObject <Dictionary <string, object> >(metaJson);
var method = meta.ContainsKey("Method") ? meta["Method"].ToString() : "";
var className = meta.ContainsKey("ClassName") ? meta["ClassName"].ToString() : "";
var modelName = meta.ContainsKey("ModelName") ? meta["ModelName"].ToString() : "";
var subSambleSize = meta.ContainsKey("SubSampleSize") ? Convert.ToDouble(meta["SubSampleSize"].ToString()) : 0.0;
var testDataSetSize = meta.ContainsKey("TestDatasetSize") ? Convert.ToDouble(meta["TestDatasetSize"].ToString()) : 0.0;
var kFold = meta.ContainsKey("KFold") ? Convert.ToInt32(meta["KFold"].ToString()) : 0;
var fingerPrints = meta.ContainsKey("Fingerprints") ? JsonConvert.DeserializeObject <List <Fingerprint> >(meta["Fingerprints"].ToString()) : new List <Fingerprint>();
var scaler = meta.ContainsKey("Scaler") ? meta["Scaler"].ToString() : "";
var dataset = meta.ContainsKey("Dataset") ? JsonConvert.DeserializeObject <Dataset>(meta["Dataset"].ToString()) : new Dataset("no title", "no desctiption");
var property = meta.ContainsKey("Property") ? JsonConvert.DeserializeObject <Property>(meta["Property"].ToString()) : new Property("no category", "no name", "no units", "no description");
var displayMethodName = meta.ContainsKey("MethodDisplayName") ? meta["MethodDisplayName"].ToString() : method;
var model = new Model(modelId, userId, parentId, ModelStatus.Loaded, method, scaler, kFold, (decimal)testDataSetSize, (decimal)subSambleSize,
className, fingerPrints, dataset, property, blobInfo.Id, blobInfo.Bucket, modelName, displayMethodName, meta);
await _session.Add(model);
await _session.Commit();
}
public bool IsSupported(BlobLoaded blob)
{
return((new string[] { ".pdf" }).Contains(Path.GetExtension(blob.BlobInfo.FileName).ToLower()));
}
public Task Process(BlobLoaded blob)
{
throw new NotSupportedException();
}
public bool IsSupported(BlobLoaded blob)
{
return(false);
}
public bool IsSupported(BlobLoaded blob)
{
return((new string[] { ".doc", ".docx", ".odt", ".xls", ".xlsx", ".ods", ".ppt", ".pptx", ".odp" }).Contains(Path.GetExtension(blob.BlobInfo.FileName).ToLower()));
}
public bool IsSupported(BlobLoaded blob)
{
return((new string[] { ".ims", ".czi", ".tif", ".lif", ".nd2", ".lsm" }).Contains(Path.GetExtension(blob.BlobInfo.FileName).ToLower()));
}
