public static void InterestFilterTestClassInitialize(TestContext testContext)
{
// Initialize the archivist.
Archivist = new SqlCeArchivist("testDb");
Archivist.Open();
Archivist.TruncateData();
Filter = new RedundancyFilter();
}
/// <summary>
/// Curates undread news from the given <c>Archivist</c> instance based
/// on a maximum reading time, a maximum individual item reading time
/// and a limit.
/// </summary>
/// <param name="archivist">
/// The <c>Archivist</c> instance giving access to the news that
/// should be curated.
/// </param>
/// <param name="limit">
/// The maximum number of news to return.
/// </param>
/// <param name="maxTime">
/// The maximum reading time for the curated news.
/// </param>
/// <param name="maxItemTime">
/// The maximum reading time per news item.
/// </param>
/// <returns>
/// A list of unread, curated <c>NewsItem</c>s received from the
/// <c>Archivist</c> instance.
/// </returns>
public static List<NewsItem> GetCuratedNews(Archivist archivist,
int limit, int maxTime = -1, int maxItemTime = - 1)
{
// Get cached data and update if null.
List<NewsItem> curatedNews = CachedNews;
if (curatedNews == null)
{
// Update needed.
NewsQuery query = new NewsQuery();
// Only fetch unread news.
query.Read = ReadStatus.Unread;
query.OrderDateDesc = true;
query.Limit = 100;
curatedNews = archivist.GetNews(query);
// If no news was found then there's no need to filter them.
if (curatedNews.Count == 0)
{
return curatedNews;
}
// Filter for interesting news.
InterestFilter interestFilter = new InterestFilter();
curatedNews = interestFilter.Filter(archivist, curatedNews);
// Filter redundancy.
RedundancyFilter redundancyFilter = new RedundancyFilter();
curatedNews = redundancyFilter.Filter(archivist, curatedNews);
// Update cache.
CachedNews = curatedNews;
}
// Filter quantity.
QuantityFilter quantityFilter = new QuantityFilter(limit,
maxTime, maxItemTime);
curatedNews = quantityFilter.Filter(archivist, curatedNews);
// Return curated list.
return curatedNews;
}
/// <summary>
/// The main test method.
/// </summary>
public static void Test()
{
string db = "redundancy_perf.sdf";
// Check if the file exists.
bool dbExists = File.Exists(db);
// Set up database.
SqlCeArchivist archivist = new SqlCeArchivist(db);
archivist.Open();
// Seed only if the db did not exist.
if (!dbExists)
{
// Seed database. Change the dataDir to the correct one.
string dataDir = @"C:\Users\Andreas Petersen\Documents\GitHub\NyhedsfilterP2\System\NewsTrainer\data";
DBSeeder.SeedDatabaseWithNews(archivist, dataDir, 100);
// Seed the database with redundant news. Change the dataDir to the correct one.
dataDir = @"C:\Users\Andreas Petersen\Documents\GitHub\NyhedsfilterP2\System\NewsFilter\TestProject\redundancy_perf_test";
DBSeeder.SeedDatabaseWithNews(archivist, dataDir, 100);
Console.WriteLine();
}
// Get the redundant news set.
List<NewsItem> redundantNews = archivist.GetNews(new NewsQuery()
{
CategoryId = archivist.GetCategories().
Find(n => n.Name.Equals("redundant")).Id
});
// Get some news not in the redundant set. They themselves might
// include some redundant news, but shouldn't be so in relation
// to the redundant news set.
List<NewsItem> nonRedundantNews =
archivist.GetNews(new NewsQuery() { Limit = 200 });
int nonRedundantNewsCount = 100 - redundantNews.Count;
// Find news not in the redundant news.
nonRedundantNews = nonRedundantNews.FindAll(n => !redundantNews.Contains(n));
nonRedundantNews.RemoveRange(
nonRedundantNewsCount - 1,
nonRedundantNews.Count - nonRedundantNewsCount);
// Assemble all the news.
List<NewsItem> allNews = new List<NewsItem>();
foreach (NewsItem n in redundantNews)
{
allNews.Add(n);
}
foreach (NewsItem n in nonRedundantNews)
{
allNews.Add(n);
}
// Set all the news as unread.
foreach (NewsItem n in allNews)
{
archivist.SetNewsReadStatus(n, false);
}
// Each list item contains a set of redundant news items.
List<List<int>> redundantNewsIds = new List<List<int>>();
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("1")).Id,
redundantNews.Find(n => n.Title.Equals("2")).Id
});
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("3")).Id,
redundantNews.Find(n => n.Title.Equals("4")).Id
});
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("5")).Id,
redundantNews.Find(n => n.Title.Equals("6")).Id
});
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("7")).Id,
redundantNews.Find(n => n.Title.Equals("8")).Id,
redundantNews.Find(n => n.Title.Equals("9")).Id
});
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("10")).Id,
redundantNews.Find(n => n.Title.Equals("11")).Id
});
redundantNewsIds.Add(new List<int>()
{
redundantNews.Find(n => n.Title.Equals("12")).Id,
redundantNews.Find(n => n.Title.Equals("13")).Id
});
// Filter the news.
RedundancyFilter filter = new RedundancyFilter();
List<NewsItem> result = filter.Filter(archivist, allNews);
// Check that the result filters redundant news.
int correctCount = 0;
int falsePositiveCount = 0;
foreach(List<int> set in redundantNewsIds)
{
// Count number of news that went through the filter.
int newsCount = 0;
foreach (int id in set)
{
if (result.Exists(p => p.Id == id))
{
newsCount++;
}
}
// Count correct count and false positive count.
correctCount += set.Count - newsCount;
falsePositiveCount += newsCount != 1 ? 1 : 0;
}
// Calculate the expected correct count.
int expectedCorrectCount = 0;
foreach (List<int> s in redundantNewsIds)
{
expectedCorrectCount += s.Count - 1;
}
// Print the results.
Console.WriteLine("Redundant news removed: {0}/{1}, false positives: {2}",
correctCount,
expectedCorrectCount,
falsePositiveCount);
archivist.Close();
}