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);
}
