public static double PerformAutomatedTestingWithData(MySqlDataManipulator manipulator, int companyId, DatabaseQueryProcessor processor, List <RepairJobEntry> entries) { double currentDifference = 0; foreach (RepairJobEntry entry in entries) { RepairJobEntry testEntryCopy = new RepairJobEntry() { Make = entry.Make, Model = entry.Model, Year = entry.Year, Complaint = entry.Complaint }; List <string> entryProblemKeywords = processor.PredictKeywordsInJobData(entry, false); int startingNumKeywords = entryProblemKeywords.Count; string complaintGroupsJson = processor.ProcessQueryForComplaintGroups(testEntryCopy, manipulator, companyId); List <ComplaintGroupJson> complaintGroups = JsonDataObjectUtil <List <ComplaintGroupJson> > .ParseObject(complaintGroupsJson); List <int> complaintGroupIds = complaintGroups.Select(group => { return(group.Id); }).ToList(); foreach (int complaintGroupId in complaintGroupIds) { string dataEntryJson = processor.ProcessQueryForSimilarQueries(testEntryCopy, manipulator, companyId, complaintGroupId, 5); List <SimilarQueryJson> jobDataEntries = JsonDataObjectUtil <List <SimilarQueryJson> > .ParseObject(dataEntryJson); List <RepairJobEntry> dataEntries = jobDataEntries.Select(query => new RepairJobEntry() { Make = query.Make, Model = query.Model, Problem = query.Problem, Complaint = query.Complaint }).ToList(); foreach (RepairJobEntry currEntry in dataEntries) { List <string> currEntryKeywords = processor.PredictKeywordsInJobData(currEntry, false); List <string> toRemove = entryProblemKeywords.Where(keyword => currEntryKeywords.Contains(keyword)).ToList(); foreach (string keyword in toRemove) { entryProblemKeywords.Remove(keyword); } } } currentDifference += (double)entryProblemKeywords.Count / startingNumKeywords; } return((currentDifference / entries.Count) * 100); }