public void PopulateDatabaseFromUnpivotedStaarTestFile(string parsedFilePath, string logPath)
{
var dems = _ctx.DemographicDetails.ToList();
var cats = _ctx.CategoryDetails.ToList();
var subjs = _ctx.Subjects.ToList();
var camps = _ctx.Campuses.ToList();
var dists = _ctx.Districts.ToList();
var regs = _ctx.Regions.ToList();
var langs = _ctx.Languages.ToList();
var completed = _ctx.StaarTests
.GroupBy(s => new
{
s.Year,
Subject = s.Subject.Name,
s.Grade,
s.Language.Name
})
.Select(s => new
{
s.Key.Year,
SubjectName = s.Key.Subject,
s.Key.Grade,
Language = s.Key.Name
}).ToList();
string previousCampus = "",
previousSubject = "",
previousDemographic = "",
previousCategory = "";
long campusId = 0;
var subject = new Subject();
var dd = new DemographicDetail();
var cd = new CategoryDetail();
var log = File.CreateText(logPath);
//Validation
if (!parsedFilePath.Contains(".csv"))
throw new CustomException("This is not a csv file.");
//read the lines in. First row is headers. save it then remove
var rows = File.ReadAllLines(parsedFilePath).ToList();
rows.RemoveAt(0); //headers
if (rows.Count > 12) //this is our test to make sure they are parsed
throw new CustomException(string.Format("{0} is not in the format of a parsed file", Path.GetFileName(parsedFilePath)));
//Begin adding data
var splitRows = rows.Select(row => row.Split(',')).ToList();
//adjust year if it is off
var year = int.Parse(splitRows[0][1]);
if (year >= 90 && year < 100) year += 1900;
else if (year < 90) year += 2000;
var language = langs.Single(l => l.Name == splitRows[0][7]);
var campusTests = new List<StaarTest>(90005);
var sortedCount = splitRows.Count;
for (var i = 0; i < sortedCount; i++)
{
try
{
var record = splitRows[i];
if (completed.Any(c => c.SubjectName == record[8]
&& c.Grade == record[6]
&& c.Year == year
&& c.Language == language.Name))
continue;
//check if we're on a new school
if (previousCampus != record[0])
{
//Find the school. Create if not new
long campusNum = Convert.ToInt32(record[0]);
long regionNum = Convert.ToInt32(record[2]);
long districtNum = Convert.ToInt32(record[3]);
//check region, district, and campus
var region = regs.FirstOrDefault(r => r.Number == regionNum);
if (region == null)
{
region = new Region
{
Name = string.Format("Region {0}", regionNum),
Number = regionNum
};
_ctx.Regions.Add(region);
}
var district = dists.FirstOrDefault(r => r.Number == districtNum);
if (district == null)
{
district = new District
{
Name = record[4],
Number = districtNum,
Region_Id = region.Id
};
_ctx.Districts.Add(district);
}
var campus = camps.FirstOrDefault(r => r.Number == campusNum);
if (campus == null)
{
campus = new Campus
{
Name = record[5],
Number = campusNum,
District_Id = district.Id
};
_ctx.Campuses.Add(campus);
}
//TODO ctx.SaveChanges();
campusId = campus.Id;
}
if (previousSubject != record[8])
{
subject = subjs.Single(s => s.Name == record[8]);
}
if (previousDemographic != record[9])
{
dd = dems.Single(s => s.Detail == record[9]);
}
if (previousCategory != record[10])
{
cd = cats.Single(s => s.Detail == record[10]);
}
//for each complex header whose category matches the current category make a demo and value
campusTests.Add(new StaarTest
{
Campus_Id = campusId,
CategoryDetail_Id = cd.Id,
DemographicDetail_Id = dd.Id,
Subject_Id = subject.Id,
Year = year,
Language_Id = language.Id,
Value = Convert.ToDecimal(record[11]),
Grade = record[6]
});
if (campusTests.Count >= 90000 || i == sortedCount - 1)
{
//ctx.BulkInsert(campusTests);
campusTests = new List<StaarTest>(90005);
}
previousCampus = record[0];
previousSubject = record[8];
previousDemographic = record[9];
previousCategory = record[10];
}
catch (Exception ex)
{
log.WriteLine("Message - {0}\r\nStackTrace - {1}", ex.Message, ex.StackTrace);
//throw;
}
finally
{
log.Flush();
log.Close();
}
}
//TODO ctx.SaveChanges();
log.Flush();
log.Close();
}
public void PopulateDatabaseFromUnpivotedStaarTestDirectory(string parsedFilesDirectory, string logPath)
{
var completed = _ctx.StaarTests
.GroupBy(s => new
{
s.Year,
Subject = s.Subject.Name,
s.Grade,
s.Language.Name
})
.Select(s => new Complete
{
Year = s.Key.Year,
SubjectName = s.Key.Subject,
Grade = s.Key.Grade,
Language = s.Key.Name
}).ToList();
var firstTime = true;
string previousSubject = "",
previousDemographic = "",
previousCategory = "";
var subject = new Subject();
var dd = new DemographicDetail();
var cd = new CategoryDetail();
var log = File.CreateText(logPath);
// 0 1 2 3 4 5 6 7 8 9 10 11
// CAMPUS YEAR REGION DISTRICT DNAME CNAME Grade LanguageEnum Subject Demographic Category Value
foreach (var unzippedFile in Directory.GetFiles(parsedFilesDirectory, "*.csv", SearchOption.TopDirectoryOnly))
{
#region initialize
var dems = new List<DemographicDetail>();
var cats = new List<CategoryDetail>();
var subjs = new List<Subject>();
var camps = new List<Campus>();
var dists = new List<District>();
var regs = new List<Region>();
var availableLanguages = new List<Language>();
#endregion
try
{
var testsToAdd = new List<StaarTest>(90005);
//enumerate through file and grab rows we need.
List<string[]> testsNotInDb;
try
{
testsNotInDb = File.ReadLines(unzippedFile)
.Select(row => row.Split(','))
.Where(row => completed.All(c =>
c.Grade != row[6] &&
c.SubjectName != row[8] &&
c.Language != row[7] &&
c.Year.ToString().Substring(2, 2) != row[1]))
.ToList();
testsNotInDb.RemoveAt(0);
if (testsNotInDb.Count == 0)
{
log.WriteLine("{0} has had all recordes uploaded already", unzippedFile);
continue;
}
if (testsNotInDb[0].Length != 12)
{
log.WriteLine("{0} is not in the format of a parsed file", unzippedFile);
continue;
}
}
catch (Exception ex)
{
log.WriteLine("An error occured reading from {0}. The error is: {1}", unzippedFile, ex.Message);
continue;
}
//by this point, we know we have to know things
if (firstTime)
{
dems = _ctx.DemographicDetails.ToList();
cats = _ctx.CategoryDetails.ToList();
subjs = _ctx.Subjects.ToList();
camps = _ctx.Campuses.ToList();
dists = _ctx.Districts.ToList();
regs = _ctx.Regions.ToList();
availableLanguages = _ctx.Languages.ToList();
firstTime = false;
}
//get bits from file
var sortedCount = testsNotInDb.Count;
var fileLanguage = availableLanguages.Single(l => l.Name == testsNotInDb[0][7]);
var fileYear = int.Parse(testsNotInDb[0][1]);
if (fileYear >= 90 && fileYear < 100) fileYear += 1900;
else if (fileYear < 90) fileYear += 2000;
#region add all campuses first
var campusGroups = testsNotInDb.GroupBy(s => new
{
CampusNumber = Convert.ToInt32(s[0]),
Year = s[1],
RegionNumber = Convert.ToInt32(s[2]),
DistrictNumber = Convert.ToInt32(s[3]),
Dname = s[4],
Cname = s[5],
})
.Select(s => new
{
s.Key.CampusNumber,
s.Key.Year,
s.Key.RegionNumber,
s.Key.DistrictNumber,
s.Key.Dname,
s.Key.Cname
}).ToList();
var newRegs = new List<Region>();
var newDist = new List<District>();
var newCamps = new List<Campus>();
foreach (var campusGroup in campusGroups)
{
//Find the school. Create if not new
var campusNum = campusGroup.CampusNumber;
var regionNum = campusGroup.RegionNumber;
var districtNum = campusGroup.DistrictNumber;
//check region, district, and campus
var region = regs.FirstOrDefault(r => r.Number == regionNum);
if (region == null)
{
region = new Region
{
Name = string.Format("Region {0}", regionNum),
Number = regionNum
};
regs.Add(region);
newRegs.Add(region);
}
var district = dists.FirstOrDefault(r => r.Number == districtNum);
if (district == null)
{
district = new District
{
Name = campusGroup.Dname,
Number = districtNum,
Region = region
};
dists.Add(district);
newDist.Add(district);
}
var campus = camps.FirstOrDefault(r => r.Number == campusNum);
if (campus == null)
{
campus = new Campus
{
Name = campusGroup.Cname,
Number = campusNum,
District = district
};
camps.Add(campus);
newCamps.Add(campus);
}
}
_ctx.Regions.AddRange(newRegs);
_ctx.Districts.AddRange(newDist);
_ctx.Campuses.AddRange(newCamps);
_ctx.SaveChanges();
#endregion
#region go through records
for (var i = 0; i < sortedCount; i++)
{
var record = testsNotInDb[i];
var campusId = camps.First(c => c.Number == Convert.ToInt32(record[0])).Id;
//get new stuff
if (previousSubject != record[8])
{
subject = subjs.Single(s => s.Name == record[8]);
}
if (previousDemographic != record[9])
{
dd = dems.Single(s => s.Detail == record[9]);
}
if (previousCategory != record[10])
{
cd = cats.Single(s => s.Detail == record[10]);
}
//for each complex header whose category matches the current category make a demo and value
testsToAdd.Add(new StaarTest
{
Campus_Id = campusId,
CategoryDetail_Id = cd.Id,
DemographicDetail_Id = dd.Id,
Subject_Id = subject.Id,
Year = fileYear,
Language_Id = fileLanguage.Id,
Value = Convert.ToDecimal(record[11]),
Grade = record[6]
});
if (testsToAdd.Count >= 90000 || i == sortedCount - 1)
{
_ctx.BulkInsert(testsToAdd);
testsToAdd = new List<StaarTest>(90005);
}
previousSubject = record[8];
previousDemographic = record[9];
previousCategory = record[10];
}
#endregion
//add processed files to completed
var groupedImportsToComplete = testsNotInDb.GroupBy(s => new
{
Year = fileYear,
SubjectName = s[8],
Grade = s[6],
Langauge = fileLanguage.Name
}).Select(i => new Complete
{
Year = i.Key.Year,
SubjectName = i.Key.SubjectName,
Grade = i.Key.Grade,
Language = i.Key.Langauge
}).ToList();
completed.AddRange(groupedImportsToComplete);
log.WriteLine("{0} successfully uploaded", unzippedFile);
//memory management
testsNotInDb.Clear();
testsNotInDb = null;
}
catch (Exception ex)
{
log.WriteLine("{0}\r\n{1}", ex.Message, ex.StackTrace);
}
}
log.Flush();
log.Close();
}
