/**
* returns the link items from the given page
*/
public List <LinkItem> extractLinks(String url, String page)
{
List <LinkItem> list = new List <LinkItem>();
if (page == null)
{
return(list);
}
/*** 1. start extractor ***/
DateTime startTime = DateTime.Now;
// Find all matches in file.
MatchCollection reg = Regex.Matches(page, @"(<[aA][ \t\n].*?>.*?</[aA]>)",
RegexOptions.Singleline);
// Loop over each match.
foreach (Match match in reg)
{
string tagValue = match.Groups[1].Value;
LinkItem item = new LinkItem();
item.setParent(url);
item.setTag(tagValue);
if (tagValue.Contains(LINK_ATTR) == true)
{
list.Add(item);
}
item.setIndex(match.Index);
}
/*** 2. getting all the link matches ***/
DateTime matchTime = DateTime.Now;
TimeSpan totalMatchTime = matchTime - startTime;
// gets the text near each link
getText(list, page);
/*** 3. get the nearby text ***/
DateTime getNearbyTime = DateTime.Now;
TimeSpan totalNearbyTime = getNearbyTime - matchTime;
// gets the links
getLinks(list);
/*** 4. get the links from the tags */
DateTime getLinksTime = DateTime.Now;
TimeSpan totalLinksTime = getLinksTime - getNearbyTime;
//gets the anchor of each link
getAnchors(list);
/*** 5. get the anchors of the links ***/
DateTime getAnchorsTime = DateTime.Now;
TimeSpan totalAnchorsTime = getAnchorsTime - getLinksTime;
return(list);
}
/**
* This method returns a rank for the anchor url
*/
private int getRankOfAnchor(LinkItem item)
{
//These variables will contain the max and avg of the match levels of the Anchor Url
int maxMatchLevelForAnchor = 0;
int avgMatchLevelForAnchor = 0;
if (item.getAnchor() == null)
{
return(0);
}
StreamWriter sw = null;
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new
StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" ***** REQUEST FOR ANCHOR URL RANK************************************ ");
sw.WriteLine(" URL : " + item.getLink());
sw.WriteLine(" CONTENT OF ANCHOR:");
sw.WriteLine(item.getAnchor());
sw.Close();
}
//calculate the min and max of the match levels of the anchor url to the categories.
if (anchorOptions == null)
{
anchorOptions = getOptions("anchor");
}
List <int> matchLevelsForAnchor = categorizer.classifyContentToAllCategories(item.getAnchor(), anchorOptions);
maxMatchLevelForAnchor = calculateMax(matchLevelsForAnchor);
avgMatchLevelForAnchor = calculateAvg(matchLevelsForAnchor);
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" .MAX MATCH LEVEL OF ANCHOR: ");
sw.WriteLine(maxMatchLevelForAnchor);
sw.WriteLine(" .AVG MATCH LEVEL OF ANCHOR: ");
sw.WriteLine(avgMatchLevelForAnchor);
//sw.WriteLine(" .RANK OF ANCHOR: ");
//sw.WriteLine((int)(RankParams.MinAndMaxRATIO * maxMatchLevelForAnchor + (1 - RankParams.MinAndMaxRATIO) * avgMatchLevelForAnchor));
//sw.WriteLine(" * END ****************************************************************** ");
sw.Close();
}
return((int)(RankerOptions.MinAndMaxRATIO * maxMatchLevelForAnchor + (1 - RankerOptions.MinAndMaxRATIO) * avgMatchLevelForAnchor));
}
/**
* This method returns a rank for the nearby textof the url
*/
private int getRankOfNearbyText(LinkItem item)
{
//These variables will contain the max and avg of the match levels of the nearby
//text of the extracted url.
int maxMatchLevelForNearby = 0;
int avgMatchLevelForNearby = 0;
StreamWriter sw = null;
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new
StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" ***** REQUEST FOR NEARBY TEXT RANK************************************ ");
sw.WriteLine(" URL : " + item.getLink());
sw.WriteLine(" CONTENT OF NEARBY TEXT:");
sw.WriteLine(item.getText());
sw.Close();
}
//calculate the min and max of the match levels of the nearby text to the categories.
if (nearbyOptions == null)
{
nearbyOptions = getOptions("nearby");
}
List <int> matchLevelsForNearby = categorizer.classifyContentToAllCategories(item.getText(), nearbyOptions);
maxMatchLevelForNearby = calculateMax(matchLevelsForNearby);
avgMatchLevelForNearby = calculateAvg(matchLevelsForNearby);
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" .MAX MATCH LEVEL OF NEARBY TEXT: ");
sw.WriteLine(maxMatchLevelForNearby);
sw.WriteLine(" .AVG MATCH LEVEL OF NEARBY TEXT: ");
sw.WriteLine(avgMatchLevelForNearby);
//sw.WriteLine(" .RANK OF NEARBY TEXT: ");
//sw.WriteLine((int)(RankParams.MinAndMaxRATIO * maxMatchLevelForNearby + (1 - RankParams.MinAndMaxRATIO) * avgMatchLevelForNearby));
// sw.WriteLine(" * END ****************************************************************** ");
sw.Close();
}
return((int)(RankerOptions.MinAndMaxRATIO * maxMatchLevelForNearby + (1 - RankerOptions.MinAndMaxRATIO) * avgMatchLevelForNearby));
}
/**
* This method calculates the rank of a given url and returns it.
*/
public int rankUrl(ResourceContent parentResource, LinkItem item)
{
//These variables will contain the ranks for the whole content match and nearby text match and
//anchor match and the parentrank.
int rankParentUrl = parentResource.getRankOfUrl();
int anchorRank = 0;
//int wholePageRank = 0;
int nearbyTextRank = 0;
int neighborhood = 0;
int context = 0;
int inherited = 0;
char[] separators = { ' ', '\t', '\n' };
NumOfLinks++;
sumOfTotalNearbyWords += item.getText().Split(separators).Length;
sumOfTotalAnchorWords += item.getAnchor().Split(separators, StringSplitOptions.RemoveEmptyEntries).Length;
StreamWriter sw = null;
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new
StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" *********HEAD REQUEST *********************************************");
sw.WriteLine(" ***** DATA FOR RANKER******************************************** ");
sw.WriteLine(" URL : " + item.getLink());
sw.WriteLine(" PARENT URL : " + item.getParentUrl());
sw.Close();
}
//rank of the whole page
if (!((lastResourceContent != null) && (lastResourceContent.Equals(parentResource.getResourceContent()))))
{
lastResourceContent = parentResource.getResourceContent();
wholePageRank = getRankOfWholeContent(parentResource);
}
//rank of the nearby text
nearbyTextRank = getRankOfNearbyText(item);
DateTime endTimeOfNearby = DateTime.Now;
//rank of the anchor url
anchorRank = getRankOfAnchor(item);
//rank of the neighborhood,that includes rank of the anchor and the nearby text
if (anchorRank > RankerOptions.ConfidenceLevelOfAnchor)
{
context = 100;
}
else
{
//nearbyTextRank = getRankOfNearbyText(item);
context = nearbyTextRank;
}
neighborhood = (int)(RankerOptions.BETTA * anchorRank + (1 - RankerOptions.BETTA) * context);
//rank of the inherited,that includes the rank of the parentUrl and paren content
inherited = (int)(RankerOptions.ALPHA * rankParentUrl + (1 - RankerOptions.ALPHA) * wholePageRank);
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine("************************DATA CONCLUSION*************************");
sw.WriteLine(" .PARENT RANK: ");
sw.WriteLine(rankParentUrl);
sw.WriteLine(" .RANK OF NEARBY TEXT: ");
sw.WriteLine(nearbyTextRank);
sw.WriteLine(" .AVG OF NEARBY WORDS");
sw.WriteLine((int)(sumOfTotalNearbyWords / NumOfLinks));
sw.WriteLine(" .RANK OF ANCHOR: ");
sw.WriteLine(anchorRank);
sw.WriteLine(" .AVG OF ANCHOR TEXT");
sw.WriteLine((int)(sumOfTotalAnchorWords / NumOfLinks));
sw.WriteLine(" .NEIGHBORHOOD: ");
sw.WriteLine(neighborhood);
sw.WriteLine(" .RANK OF WHOLE CONTENT: ");
sw.WriteLine(wholePageRank);
sw.WriteLine(" .INHERITED: ");
sw.WriteLine(inherited);
sw.WriteLine(" .RANK OF THE URL: ");
sw.WriteLine((int)(RankerOptions.GAMMA * inherited + (1 - RankerOptions.GAMMA) * neighborhood));
// sw.WriteLine(" * END ****************************************************************** ");
sw.Close();
}
//Console.WriteLine(totalRankingTime.TotalSeconds);
return((int)(RankerOptions.GAMMA * inherited + (1 - RankerOptions.GAMMA) * neighborhood));
}
