private async Task <bool> CheckSentimentAlert(SentimentAlert alert, DateTime now)
{
Subject subject = alert.Subject;
FeedManager feedManager = new FeedManager();
List <Feed> feeds;
DateTime end = now;
DateTime start = end.AddDays(-7);
Dictionary <string, double> valuePairs = new Dictionary <string, double>();
if (subject.GetType() == typeof(Person))
{
feeds = await feedManager.GetPersonFeedsSinceAsync(subject.Name, start);
}
else if (subject.GetType() == typeof(Organisation))
{
feeds = await feedManager.GetOrganisationFeedsSinceAsync(subject.Name, start);
}
else
{
feeds = await feedManager.GetWordFeedsSinceAsync(subject.Name, start);
}
int feedCount = feeds.Count();
int posNegFeeds = 0;
int result;
if (alert.SubjectProperty.Equals(SubjectProperty.pos))
{
foreach (Feed f in feeds)
{
string[] sentiment = f.Sentiment.Split(',');
float posneg = float.Parse(sentiment[0], System.Globalization.CultureInfo.InvariantCulture);
if (posneg > 0)
{
posNegFeeds++;
}
}
valuePairs.Add("Positive", posNegFeeds);
valuePairs.Add("Negative", feedCount - posNegFeeds);
result = posNegFeeds / feedCount;
}
else
{
foreach (Feed f in feeds)
{
string[] sentiment = f.Sentiment.Split(',');
float posneg = float.Parse(sentiment[0], System.Globalization.CultureInfo.InvariantCulture);
if (posneg < 0)
{
posNegFeeds++;
}
valuePairs.Add("Positive", feedCount - posNegFeeds);
valuePairs.Add("Negative", posNegFeeds);
}
result = (posNegFeeds / feedCount) * 100;
}
alert.Graph.EndDate = end;
alert.Graph.StartDate = start;
alert.JsonValues = JsonConvert.SerializeObject(valuePairs);
switch (alert.Operator)
{
case Operator.GT:
if (result >= alert.Value)
{
return(true);
}
break;
case Operator.LT:
if (result <= alert.Value)
{
return(true);
}
break;
}
return(false);
}
private async Task <bool> CheckTrendAlert(TrendAlert alert, DateTime now)
{
Subject subject = alert.Subject;
int days = 6;
int fcToday = 0;
int fcHistory = 0;
float avarage = 0;
double std = 0;
double zScore = 0;
FeedManager feedManager = new FeedManager();
IEnumerable <Feed> feeds;
DateTime end = now;
DateTime start = end.AddDays(-7);
Dictionary <string, List <double> > valuePairs = new Dictionary <string, List <double> >();
List <double> values = new List <double>();
if (subject.GetType() == typeof(Person))
{
feeds = await feedManager.GetPersonFeedsSinceAsync(subject.Name, start);
}
else if (subject.GetType() == typeof(Organisation))
{
feeds = await feedManager.GetOrganisationFeedsSinceAsync(subject.Name, start);
}
else
{
feeds = await feedManager.GetWordFeedsSinceAsync(subject.Name, start);
}
foreach (Feed f in feeds)
{
if (f.Date.Ticks >= end.AddDays(-1).Ticks)
{
fcToday++;
}
}
for (int i = 6; i > 0; i--)
{
foreach (Feed f in feeds)
{
if (start.AddDays(6 - i).Ticks <= f.Date.Ticks && f.Date.Ticks < end.AddDays(-i).Ticks)
{
fcHistory++;
}
}
avarage += fcHistory;
values.Add(fcHistory);
fcHistory = 0;
}
valuePairs.Add(subject.Name, values);
avarage = (float)avarage / days;
foreach (float item in values)
{
std += Math.Pow(item - avarage, 2);
}
std = Math.Sqrt(std / days);
zScore = ((float)fcToday - avarage) / std;
alert.Graph.EndDate = end;
alert.Graph.StartDate = start;
alert.JsonValues = JsonConvert.SerializeObject(valuePairs);
if (zScore > 2)
{
return(true);
}
else
{
return(false);
}
}
private async Task <bool> CheckCheckAlert(CheckAlert alert, DateTime now)
{
Subject subject = alert.Subject;
FeedManager feedManager = new FeedManager();
List <Feed> feeds;
DateTime end = now;
DateTime start = end.AddDays(-7);
Dictionary <string, List <double> > valuePairs = new Dictionary <string, List <double> >();
List <double> values = new List <double>();
if (subject.GetType() == typeof(Person))
{
feeds = await feedManager.GetPersonFeedsSinceAsync(subject.Name, start);
}
else if (subject.GetType() == typeof(Organisation))
{
feeds = await feedManager.GetOrganisationFeedsSinceAsync(subject.Name, start);
}
else
{
feeds = await feedManager.GetWordFeedsSinceAsync(subject.Name, start);
}
int fCPast = 0;
int fc = 0;
for (int i = 6; i > 0; i--)
{
foreach (Feed f in feeds)
{
if (start.AddDays(6 - i).Ticks <= f.Date.Ticks && f.Date.Ticks < end.AddDays(-i).Ticks)
{
fc++;
}
}
fCPast += fc;
values.Add(fc);
fc = 0;
}
fCPast = fCPast / 6;
fCPast = (fCPast == 0) ? 1 : fCPast;
int fCNow = 0;
foreach (Feed f in feeds)
{
if (f.Date.Ticks >= end.AddDays(-1).Ticks)
{
fCNow++;
}
}
values.Add(fCNow);
valuePairs.Add(subject.Name, values);
int result;
if (alert.SubjectProperty.Equals(SubjectProperty.relativeCount))
{
result = (fCNow / fCPast - 1) * 100;
}
else
{
result = fCNow - fCPast;
}
alert.Graph.EndDate = end;
alert.Graph.StartDate = start;
alert.JsonValues = JsonConvert.SerializeObject(valuePairs);
switch (alert.Operator)
{
case Operator.GT:
if (result >= alert.Value)
{
return(true);
}
break;
case Operator.LT:
if (result <= alert.Value)
{
return(true);
}
break;
}
return(false);
}
private async Task <bool> CheckCompareAlert(CompareAlert alert, DateTime now)
{
Subject subjectA = alert.SubjectA;
Subject subjectB = alert.SubjectB;
int fcA = 0;
int fcB = 0;
FeedManager feedManager = new FeedManager();
List <Feed> feedsA;
List <Feed> feedsB;
DateTime end = now;
DateTime start = end.AddDays(-7);
Dictionary <string, double> valuePairs = new Dictionary <string, double>();
if (subjectA.GetType() == typeof(Person))
{
feedsA = await feedManager.GetPersonFeedsSinceAsync(subjectA.Name, start);
feedsB = await feedManager.GetPersonFeedsSinceAsync(subjectB.Name, start);
}
else if (subjectA.GetType() == typeof(Organisation))
{
feedsA = await feedManager.GetOrganisationFeedsSinceAsync(subjectA.Name, start);
feedsB = await feedManager.GetOrganisationFeedsSinceAsync(subjectB.Name, start);
}
else
{
feedsA = await feedManager.GetWordFeedsSinceAsync(subjectA.Name, start);
feedsB = await feedManager.GetWordFeedsSinceAsync(subjectB.Name, start);
}
fcA = feedsA.Count();
valuePairs.Add(subjectA.Name, fcA);
fcB = feedsB.Count();
valuePairs.Add(subjectB.Name, fcB);
alert.Graph.EndDate = end;
alert.Graph.StartDate = start;
alert.JsonValues = JsonConvert.SerializeObject(valuePairs);
switch (alert.Operator)
{
case Operator.GT:
if (fcA > fcB)
{
return(true);
}
break;
case Operator.LT:
if (fcA < fcB)
{
return(true);
}
break;
}
return(false);
}
public async Task WeeklyReview(DateTime now)
{
FeedManager feedManager = new FeedManager();
List <Subject> subjects = await repo.ReadSubjectsAsync();
foreach (Subject subject in subjects)
{
int days = 6;
int fcToday = 0;
int fcHistory = 0;
float avarage = 0;
double std = 0;
double zScore = 0;
List <Feed> feeds;
DateTime end = now;
DateTime start = end.AddDays(-7);
List <double> values = new List <double>();
if (subject.GetType().Equals(typeof(Person)))
{
feeds = await feedManager.GetPersonFeedsSinceAsync(subject.Name, now.AddDays(-7));
subject.FeedCount = feeds.Count();
}
else if (subject.GetType().Equals(typeof(Organisation)))
{
feeds = await feedManager.GetOrganisationFeedsSinceAsync(subject.Name, now.AddDays(-7));
subject.FeedCount = feeds.Count();
}
else
{
feeds = await feedManager.GetWordFeedsSinceAsync(subject.Name, now.AddDays(-7));
subject.FeedCount = feeds.Count();
}
foreach (Feed f in feeds)
{
if (f.Date.Ticks >= end.AddDays(-1).Ticks)
{
fcToday++;
}
}
for (int i = 6; i > 0; i--)
{
foreach (Feed f in feeds)
{
if (start.AddDays(6 - i).Ticks <= f.Date.Ticks && f.Date.Ticks < end.AddDays(-i).Ticks)
{
fcHistory++;
}
}
avarage += fcHistory;
values.Add(fcHistory);
fcHistory = 0;
}
avarage = (float)avarage / days;
foreach (float item in values)
{
std += Math.Pow(item - avarage, 2);
}
std = Math.Sqrt(std / days);
zScore = ((float)fcToday - avarage) / std;
if (zScore > 2)
{
subject.Trending = true;
}
else
{
subject.Trending = false;
}
}
await repo.UpdateSubjects(subjects);
}