/**
* This method recieves a word list which contains the content of the
* resource(html page) and then classifies it to the suitable category.
*/
public List <Result> classifyContent(String resource, String url)
{
if (options == null)
{
options = getCategorizerOptions();
}
List <Result> results = new List <Result>();
foreach (Category category in categoryList)
{
if (LogDebuggerControl.getInstance().debugCategorization)
{
StreamWriter sw = new
StreamWriter("_DEBUG_INFO_CATEGORIZER@" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" ***** HEAD REQUEST ************************************************* ");
sw.WriteLine(" URL : " + url);
sw.Close();
}
int matchLevel = category.getMatchLevel(resource, options);
if (matchLevel > category.getConfidenceLevel())
{
results.Add(new Result("0", url, category.getCategoryID(), 0, matchLevel));
}
}
//results.Add(new Result("0", url, "0", 0, 100));
return(results);
}
/**
* it will invoke the worker to start working on the tasks - never returns
*/
public void run()
{
int requestNum = 0, timeoutCounter = 0;
bool needToTerminate = false;
TimeSpan totalProcessTime;
Thread.Sleep(10000);
while (needToTerminate == false)
{
DateTime startTime = DateTime.Now;
try
{
//System.Console.WriteLine("-<>--------------------------------------------------------------------------");
SyncAccessor.getSlot(2, 1);
Url task = SyncAccessor.getFromQueue <Url>(_tasks, _timer);
//System.Console.WriteLine(" Start Working on : " + task.getUrl() + " ...");
ResourceContent content = _fetchers.fetchResource(task.getUrl());
if (content.isValid() != true)
{
timeoutCounter++;
//System.Console.WriteLine(" Fetch Failed Ignoring ... ");
continue;
}
//System.Console.WriteLine(" Fetched Successfully ... ");
ResourceContent modifiedContent = new ResourceContent(content.getResourceUrl(), content.getResourceType()
, content.getResourceContent(), content.getReturnCode(), task.getRank());
DateTime startProcess = DateTime.Now;
_processors.processResource(modifiedContent);
DateTime endProcess = DateTime.Now;
totalProcessTime = endProcess - startProcess;
//System.Console.WriteLine(" URL Processed Successfully ... ");
System.Console.WriteLine(" URL Processed Successfully ... ");
}
catch (Exception e)
{
//System.Console.WriteLine("[Exception Happened] " + e);
RuntimeStatistics.addToErrors(1);
continue;
}
DateTime endTime = DateTime.Now;
TimeSpan totalRequestTime = endTime - startTime;
if (LogDebuggerControl.getInstance().enableTiming)
{
// write request time to timing log file
StreamWriter sw = new
StreamWriter("_DEBUG_INFO_TIMING@" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" TIMING FOR REQ - " + requestNum++ + " takes about " + totalRequestTime.TotalSeconds + " s, Processed At " + totalProcessTime.TotalSeconds + " s");
sw.Close();
}
}
}
/**
* 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 returns a rank for the whole page content.
*/
private int getRankOfWholeContent(ResourceContent resource)
{
//These variables will contain the max and avg of the match levels of the whole
//content of parentReasource.
int maxMatchLevelForContent = 0;
int avgMatchLevelForContent = 0;
StreamWriter sw = null;
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new
StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" ***** REQUEST FOR WHOLE CONTENT RANK******************************** ");
//sw.WriteLine(" URL : " + resource.getResourceUrl());
sw.Close();
}
//calculate the min and max of the match levels of the whole resource content to the categories.
if (wholeContentOptions == null)
{
wholeContentOptions = getOptions("wholeContent");
}
List <int> matchLevelsForContent = categorizer.classifyContentToAllCategories(resource.getResourceContent().Substring(0), wholeContentOptions);
maxMatchLevelForContent = calculateMax(matchLevelsForContent);
avgMatchLevelForContent = calculateAvg(matchLevelsForContent);
if (LogDebuggerControl.getInstance().debugRanker)
{
sw = new StreamWriter("DataForRank" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" .MAX MATCH LEVEL OF WHOLE CONTENT: ");
sw.WriteLine(maxMatchLevelForContent);
sw.WriteLine(" .AVG MATCH LEVEL OF WHOLE CONTENT: ");
sw.WriteLine(avgMatchLevelForContent);
//sw.WriteLine(" .RANK OF WHOLE CONTENT: ");
//sw.WriteLine((int)(RankParams.MinAndMaxRATIO * maxMatchLevelForContent + (1 - RankParams.MinAndMaxRATIO) * avgMatchLevelForContent));
// sw.WriteLine(" * END ****************************************************************** ");
sw.Close();
}
return((int)(RankerOptions.MinAndMaxRATIO * maxMatchLevelForContent + (1 - RankerOptions.MinAndMaxRATIO) * avgMatchLevelForContent));
}
/**
* Main method of the console application
*/
public static void Main(String[] args)
{
bool toContinue = ParseArguements(args), needToRestart = false;
if (toContinue == false)
{
return;
}
Queue <int> keepAlive = new Queue <int>();
String currentUser = "******", currentTask = "";
LogDebuggerControl.getInstance().debugCategorization = false;
LogDebuggerControl.getInstance().debugCategorizationInRanker = false;
LogDebuggerControl.getInstance().debugRanker = false;
while (true)
{
// select which task to invoke
SelectTask(ref currentUser, ref currentTask);
//update the WorkDetails class with the new taskId
WorkDetails.setTaskId(currentTask);
//Set ALL constants of the task
SetAllConstants();
// getting init data
SetInitializer(currentTask);
// init queues
InitQueues(currentTask);
// initing worker and frontier threads
InvokeThreads();
// polling to the user requests
while (needToRestart == false)
{
Thread.Sleep(_refreshRate * 1000);
StatusDisplay.DisplayOnScreen(_feedBackQueue, _serversQueues);
if (_operationMode == operationMode_t.Auto)
{
List <TaskStatus> tasks =
StorageSystem.StorageSystem.getInstance().getWorkDetails(currentUser, QueryOption.ActiveTasks);
needToRestart = true;
foreach (TaskStatus task in tasks)
{
if (task.getTaskID() == currentTask)
{
task.setTaskElapsedTime(task.getTaskElapsedTime() + _refreshRate);
StorageSystem.StorageSystem.getInstance().changeWorkDetails(task);
needToRestart = false;
continue;
}
}
}
}
// Terminate all the threads
TerminateThreads();
needToRestart = false;
RuntimeStatistics.resetStatistics();
}
//RankerTest test = new RankerTest();
//test.Test2();
}
/**
* 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));
}
/**
* This method tries to process the given content assuming that the given content
* can be processed via this processor
*/
public void process(ResourceContent resource)
{
DateTime startTime = DateTime.Now;
List <LinkItem> listOfLinks;
//extract all the links in page
listOfLinks = extractor.extractLinks(resource.getResourceUrl(), resource.getResourceContent());
RuntimeStatistics.addToExtractedUrls(listOfLinks.Count);
DateTime extEndTime = DateTime.Now;
/*** 1. Extracting the link from the request ***/
TimeSpan extRequest = extEndTime - startTime;
//reset the dictionary in filter that contains the urls from the same page
filter.resetDictionary();
int filteredUrlsCount = 0;
foreach (LinkItem item in listOfLinks)
{
//Filter the links and return only links that can be crawled
List <String> links = new List <String>();
links.Add(item.getLink());
List <String> filteredLinks = filter.filterLinks(links);
//If filteredLinks is not empty
if (filteredLinks.Count > 0)
{
filteredUrlsCount++;
Url url = new Url(filteredLinks[0], hashUrl(filteredLinks[0]), ranker.rankUrl(resource, item),
item.getDomainUrl(), hashUrl(item.getDomainUrl()));
deployLinksToFrontier(url);
RuntimeStatistics.addToFeedUrls(1);
}
}
DateTime catStartTime = DateTime.Now;
/*** 2. Ranking and deployment to the frontier ***/
TimeSpan rankTotalRequest = catStartTime - extEndTime;
//Ascribe the url to all the categories it is belonged to.
List <Result> classifiedResults = categorizer.classifyContent(resource.getResourceContent(),
resource.getResourceUrl());
if (classifiedResults.Count != 0)
{
RuntimeStatistics.addToCrawledUrls(1);
}
DateTime catEndTime = DateTime.Now;
/*** 3. Classification of the current request ***/
TimeSpan catTotalRequest = catEndTime - catStartTime;
//Save all the results to Storage
foreach (Result classifiedResult in classifiedResults)
{
Result result = new Result("0", classifiedResult.getUrl(), classifiedResult.getCategoryID(),
resource.getRankOfUrl(), classifiedResult.getTrustMeter());
deployResourceToStorage(result);
}
DateTime endTime = DateTime.Now;
/*** 4. deployment to the database (result) ***/
TimeSpan deployRequest = endTime - catEndTime;
/*** $. Total processing time ***/
TimeSpan totalRequest = endTime - startTime;
// write request time to timing log file
if (LogDebuggerControl.getInstance().enableTiming)
{
StreamWriter sw = new
StreamWriter("_DEBUG_INFO_PROCESSOR_TIMING@" + System.Threading.Thread.CurrentThread.ManagedThreadId + ".txt", true);
sw.WriteLine(" TIMING FOR REQ - [] ");
sw.WriteLine(" - Extractor Time " + extRequest.TotalSeconds + " seconds ");
sw.WriteLine(" - Ranker Time " + extRequest.TotalSeconds + " seconds ");
sw.WriteLine(" - Categori. Time " + catTotalRequest.TotalSeconds + " seconds ");
sw.WriteLine(" - Deploy Time " + deployRequest.TotalSeconds + " seconds ");
sw.WriteLine(" - Total Timing " + totalRequest.TotalSeconds + " seconds ");
sw.Close();
}
}
