public override void CalculateExpertiseForFile(string filename) { Debug.Assert(MaxDateTime != DateTime.MinValue, "Initialize MaxDateTime first"); Debug.Assert(SourceRepositoryManager != null, "Initialize SourceRepositoryManager first"); if (!SourceRepositoryManager.FileExists(filename)) { ClearExpertiseForAllDevelopers(filename); // the file does not exist in the repository, so nobody has experience return; } int filenameId = SourceRepositoryManager.GetFilenameIdFromFilenameApproximation(filename); int artifactId = SourceRepositoryManager.FindOrCreateFileArtifactId(filename); using (var repository = new ExpertiseDBEntities()) { IEnumerable <DeveloperWithEditTime> authors = repository.GetUsersOfRevisionsOfBefore(filenameId, MaxDateTime); if (!authors.Any()) { ClearExpertiseForAllDevelopers(filename); return; } // cleanup author list // deanonymize authors = authors .SelectMany(oneOfTheLastUsers => Deduplicator.DeanonymizeAuthor(oneOfTheLastUsers.User) .Select(clearName => new DeveloperWithEditTime() { User = clearName, Time = oneOfTheLastUsers.Time })) .OrderByDescending(dev => dev.Time); // deduplicate deanonymized names ISet <string> includedAuthors = new HashSet <string>(); IList <DeveloperWithEditTime> deduplicatedAuthors = new List <DeveloperWithEditTime>(); foreach (DeveloperWithEditTime dev in authors) { if (includedAuthors.Add(dev.User)) { deduplicatedAuthors.Add(dev); } } foreach (DeveloperWithEditTime experiencedDeveloper in deduplicatedAuthors) { int developerId = repository.Developers.Single(d => d.Name == experiencedDeveloper.User && d.RepositoryId == RepositoryId).DeveloperId; var developerExpertise = repository.DeveloperExpertises.Include(de => de.DeveloperExpertiseValues).Single(de => de.DeveloperId == developerId && de.ArtifactId == artifactId); var expertiseValue = FindOrCreateDeveloperExpertiseValue(developerExpertise); expertiseValue.Value = experiencedDeveloper.Time.UTCDateTime2unixTime(); } repository.SaveChanges(); } }
public override void CalculateExpertiseForFile(string filename) { Debug.Assert(MaxDateTime != DateTime.MinValue, "Initialize MaxDateTime first"); Debug.Assert(SourceRepositoryManager != null, "Initialize SourceRepositoryManager first"); int artifactId = SourceRepositoryManager.FindOrCreateFileArtifactId(filename); string path; try { path = Path.GetDirectoryName(filename); } catch (System.ArgumentException) when(Path.GetInvalidPathChars().Any(evilChar => filename.Contains(evilChar))) { string escapedFilename = filename; foreach (char evilChar in Path.GetInvalidPathChars()) { escapedFilename = escapedFilename.Replace(evilChar, '%'); } path = Path.GetDirectoryName(escapedFilename); } if (path == null) { throw new NullReferenceException("path from file " + filename + " is null"); } IEnumerable <DeveloperForPath> developersForPath; if (path == string.Empty) { using (var repository = new ExpertiseDBEntities()) { developersForPath = repository.GetDevelopersWithoutPath(RepositoryId); } } else { path = path.Replace("\\", "/"); path = path + "/"; using (var repository = new ExpertiseDBEntities()) { developersForPath = repository.GetDevelopersForPath(RepositoryId, path); } } IEnumerable <DeveloperWithExpertise> experiencedDevelopers = developersForPath .Select(dev4path => new DeveloperWithExpertise(dev4path.DeveloperId, dev4path.DeliveriesCount + dev4path.IsFirstAuthorCount)); storeDeveloperExpertiseValues(filename, experiencedDevelopers); }
public override void CalculateExpertiseForFile(string filename) { int artifactId = SourceRepositoryManager.FindOrCreateFileArtifactId(filename); using (var repository = new ExpertiseDBEntities()) { var developers = repository.DeveloperExpertises .Where(de => de.ArtifactId == artifactId && de.Inferred == false && (de.DeliveriesCount > 0 || de.IsFirstAuthor)) .Select(de => de.DeveloperId) .Distinct().ToList(); foreach (var developerId in developers) { DeveloperExpertise developerExpertise = repository.DeveloperExpertises.Include(de => de.DeveloperExpertiseValues).Single(de => de.DeveloperId == developerId && de.ArtifactId == artifactId); DeveloperExpertiseValue expertiseValue = FindOrCreateDeveloperExpertiseValue(developerExpertise); expertiseValue.Value = developerExpertise.DeliveriesCount + (developerExpertise.IsFirstAuthor ? 1f : 0f); } repository.SaveChanges(); } }
public override void CalculateExpertiseForFile(string filename) { List <int> allExpertiseIDs; int artifactId = SourceRepositoryManager.FindOrCreateFileArtifactId(filename); using (var repository = new ExpertiseDBEntities()) { allExpertiseIDs = repository.DeveloperExpertises.Include(de => de.Artifact) .Where(de => de.Artifact.RepositoryId == RepositoryId && de.Artifact.ArtifactId == artifactId && de.Inferred == false && (de.DeliveriesCount > 0 || de.IsFirstAuthor)) // this filters reset DeveloperExpertises with no direct expertise .Select(de => de.DeveloperExpertiseId).ToList(); } using (var repository = new ExpertiseDBEntities()) { foreach (var developerExpertiseId in allExpertiseIDs) { DeveloperExpertise developerExpertise = repository.DeveloperExpertises.Include(de => de.Artifact).Include(de => de.DeveloperExpertiseValues).Single(de => de.DeveloperExpertiseId == developerExpertiseId); int firstAuthorship = developerExpertise.IsFirstAuthor ? 1 : 0; double fistAuthorshipValue = firstAuthorWeighting * firstAuthorship; double deliveriesValue = delivieresWeighting * developerExpertise.DeliveriesCount; double acceptancesValue = acceptanceWeighting * Math.Log(1 + developerExpertise.Artifact.ModificationCount - (developerExpertise.DeliveriesCount + firstAuthorship)); double expertise = constantSummand + fistAuthorshipValue + deliveriesValue + acceptancesValue; DeveloperExpertiseValue expertiseValue = FindOrCreateDeveloperExpertiseValue(developerExpertise); expertiseValue.Value = expertise; repository.SaveChanges(); } } }
public override void CalculateExpertiseForFile(string filename) { Debug.Assert(MaxDateTime != DateTime.MinValue, "Initialize MaxDateTime first"); Debug.Assert(SourceRepositoryManager != null, "Initialize SourceRepositoryManager first"); if (!SourceRepositoryManager.FileExists(filename)) { ClearExpertiseForAllDevelopers(filename); // the file does not exist in the repository, so nobody has experience return; } int filenameId = SourceRepositoryManager.GetFilenameIdFromFilenameApproximation(filename); List <FileRevision> fileRevisions; using (var repository = new ExpertiseDBEntities()) { fileRevisions = repository.FileRevisions.Include(fr => fr.Revision).Where(f => f.FilenameId == filenameId && f.Revision.Time < MaxDateTime).OrderBy(f => f.Revision.Time).AsNoTracking().ToList(); } if (fileRevisions.Count == 0) { // no file revisions yet => no prior changes => nobody knows anything about the file ClearExpertiseForAllDevelopers(filename); return; } // first author is handled seperately var added = fileRevisions[0].LinesAdded; fileRevisions.RemoveAt(0); // first pass to compute file size frome revision data int minsize = int.MaxValue, computedsize = 0; foreach (var file in fileRevisions) { computedsize = computedsize + added - file.LinesDeleted; minsize = Math.Min(computedsize, minsize); added = file.LinesAdded; } computedsize = Math.Abs(minsize); // second pass to compute the actual ownership int artifactId = SourceRepositoryManager.FindOrCreateFileArtifactId(filename); var developerLookup = new Dictionary <string, DeveloperExpertiseValue>(); using (var repository = new ExpertiseDBEntities()) { List <Developer> developers = repository.DeveloperExpertises .Where(de => de.ArtifactId == artifactId && de.Inferred == false && (de.DeliveriesCount > 0 || de.IsFirstAuthor)) .Select(de => de.Developer).Distinct().ToList(); foreach (var developer in developers) { var developerExpertise = repository.DeveloperExpertises.Include(de => de.DeveloperExpertiseValues).Single( de => de.DeveloperId == developer.DeveloperId && de.ArtifactId == artifactId); var expertiseValue = FindOrCreateDeveloperExpertiseValue(developerExpertise); expertiseValue.Value = developerExpertise.IsFirstAuthor ? 1f : 0f; // inside loop to get updated generated Ids repository.SaveChanges(); developerLookup.Add(developer.Name, expertiseValue); } foreach (var file in fileRevisions) { computedsize = computedsize + file.LinesAdded - file.LinesDeleted; foreach (var kvp in developerLookup) { var expertiseValue = kvp.Value; expertiseValue.Value = expertiseValue.Value * (computedsize - file.LinesDeleted) / computedsize; expertiseValue.Value = double.IsInfinity(expertiseValue.Value) ? 0 : expertiseValue.Value; expertiseValue.Value = double.IsNaN(expertiseValue.Value) ? 0 : expertiseValue.Value; if (kvp.Key == file.Revision.User) { expertiseValue.Value = expertiseValue.Value + (file.LinesAdded / (double)computedsize); } expertiseValue.Value = double.IsNaN(expertiseValue.Value) ? 0 : expertiseValue.Value; expertiseValue.Value = double.IsInfinity(expertiseValue.Value) ? 0 : expertiseValue.Value; } } repository.SaveChanges(); } }