private IEnumerable <ArticleHeader> parsePageInternal(string pageData)
{
// Prepare to parse
var html = new HtmlDocument();
// Load the HTML string
html.LoadHtml(pageData);
// Look for all the article posts
var root = html.DocumentNode;
var articleSummaries = root.Descendants()
.Where(n => n.GetAttributeValue("class", "").Equals(Constants.SIGNATURE_POST));
// If nothing is found return
if (articleSummaries == null || articleSummaries.Count() == 0)
{
return(null);
}
// Prepare the result collection
var results = new List <ArticleHeader>(articleSummaries.Count());
// Find data around each header
int curArticleIndex = 0;
foreach (var header in articleSummaries)
{
// Check if we are not beyond the limit
if (curArticleIndex > Constants.MAX_ARTICLES)
{
break;
}
// Try to parse an article header
// If something goes wrong just report and move on
try
{
// get the title string
string articleTitle = header.InnerText;
// Clean it a bit
articleTitle = HttpUtility.HtmlDecode(articleTitle.Replace(" ", " "));
// Extract the hyper link
HtmlNode articleHref = header.Descendants("a")
.Single();
// Find the authors section
HtmlNode byAuthorsBlock = header.ParentNode.Descendants()
.Where(n => n.GetAttributeValue("class", "").Equals(Constants.SIGNATURE_AUTHORS))
.Single();
// Find the summary paragraph
HtmlNode excerptBlock = header.ParentNode.Descendants()
.Where(n => n.GetAttributeValue("class", "").Equals(Constants.SIGNATURE_SUMMARY))
.Single();
// If any of the above is missing, then ignore the whole block
if (articleHref == null || byAuthorsBlock == null || excerptBlock == null)
{
continue; // just move on
}
// We're ok so far
// Remove the time from the authors block and
// leave only their names
var timeNode = byAuthorsBlock.Descendants("time").Single();
if (timeNode != null)
{
byAuthorsBlock.RemoveChild(timeNode);
}
// Get the authors as text
string byAuthorsLine = byAuthorsBlock.InnerText
.Trim(new char [] { '\t', '\n', ' ' });
if (byAuthorsLine.StartsWith("by "))
{
byAuthorsLine = byAuthorsLine.Substring(3);
}
// Extract the article's URL string
string articleUrl = articleHref.GetAttributeValue("href", "#");
// The summary is simple
var summary = excerptBlock.InnerText;
// Sanitize it
summary = HttpUtility.HtmlDecode(summary.Replace(" ", " "));
// Fill the article header
var articleHeader = new ArticleHeader()
{
title = articleTitle,
url = new Uri(articleUrl),
authors = byAuthorsLine,
summary = summary
};
// Push into the results
results.Add(articleHeader);
}
catch
{
// Gracefully inform the caller that something went wrong
if (onReport != null)
{
onReport(MessageKind.Warning, String.Format("Failed to parse article #{0}", curArticleIndex));
}
}
// Move on
curArticleIndex++;
}
// Return what we've got
return(results);
}
public static void processArticles(object context)
{
ArticleParserContext ctx = (context as ArticleParserContext);
if (ctx == null)
{
return; // Shouldn't be here
}
ctx.reportAction(MessageKind.Info, String.Format("Worker {0}: Started", ctx.id));
while (!ctx.shouldStop.IsCancellationRequested)
{
// Prepare to acquire a task from the shared queue
ArticleHeader task = null;
// Try to pick a task from the queue. For this
// we need to seriliaze access to the queue among
// all the workers, so we use a simple critical section
lock (ctx.articles)
{
// Check if the queue is not empty
if (ctx.articles.Count > 0)
{
// Take a task from it
task = ctx.articles.Dequeue();
}
}
// Now either we acquired a task or there are no more tasks
if (task == null || ctx.shouldStop.IsCancellationRequested)
{
break; // exit the working loop
}
// Report the allocation. Due to the multiline output
// we will have to lock other workers attempt to print
// at the same time
lock (ctx.reportAction)
{
ctx.reportAction(MessageKind.Info, String.Format("[10]Worker {0}: Parsing the article \"{1}\"", ctx.id, task.title));
}
// Process the article and measure its local
// word frequency
var localFrequency = processArticle(task, ctx.reportAction);
// Check what's up
if (localFrequency == null)
{
ctx.reportAction(MessageKind.Warning, "Failed to parse the article");
continue;
}
// Merge the local frequency into the global one
mergeStatistics(ctx, localFrequency, task);
// Report task completed
ctx.reportAction(MessageKind.Info, String.Format("[10]Worker {0}: Parsed the article", ctx.id));
}
bool wasStopped = ctx.shouldStop.IsCancellationRequested;
ctx.reportAction(wasStopped ? MessageKind.Warning : MessageKind.Info,
String.Format("Worker {0}: {1}", ctx.id,
wasStopped ? "Terminated" : "Finished"
));
}
private static Dictionary <string, int> processArticle(ArticleHeader article, Action <MessageKind, string> doReport)
{
var result = new Dictionary <string, int>();
// Ignore the failures
try
{
// Dowload the article
var client = new WebClient();
var pageData = client.DownloadString(article.url);
// Parse the HTML and extract the article's main content
var html = new HtmlDocument();
// Load the HTML string
html.LoadHtml(pageData);
var domRoot = html.DocumentNode;
var content = domRoot.Descendants()
.Where(n => n.GetAttributeValue("class", "").Contains(Constants.SIGNATURE_CONTENT))
.Single();
var textOnly = content.Descendants("p");
// Combine the text from paragraphs
StringBuilder sb = new StringBuilder(textOnly.Count());
foreach (var node in textOnly)
{
sb.Append(node.InnerText.ToLowerInvariant());
sb.Append(" ");
}
// Normalize the text
var articleText = sb.ToString();
articleText = HttpUtility.HtmlDecode(articleText.Replace(" ", " "));
// Split the text into words
string[] articleWords = articleText.Split(' ');
// Update the local stats
foreach (var word in articleWords)
{
if (word == null || word.Length == 0)
{
continue;
}
if (!result.ContainsKey(word))
{
result[word] = 1;
}
else
{
result[word] = result[word] + 1;
}
}
}
catch
{
return(null);
}
return(result);
}
private static void mergeStatistics(ArticleParserContext ctx, Dictionary <string, int> localStats, ArticleHeader header)
{
// First of all lock the global stats to
// avoid collisions caused by the workers
// running in parallel
lock (ctx.globalStats)
{
ctx.reportAction(MessageKind.Info, String.Format("[10]Worker {0}: Merging stats...", ctx.id));
// Run through the worker's local stas and merge it
foreach (var wordInfo in localStats)
{
string word = wordInfo.Key;
// Make sure the word exists
if (!ctx.globalStats.ContainsKey(word))
{
ctx.globalStats[word] = new WordStatsInfo();
}
// Add the local counter to the global one
ctx.globalStats[word].count = ctx.globalStats[word].count + wordInfo.Value;
// Add the article's reference
ctx.globalStats[word].articles.Add(header.url.ToString());
}
}
ctx.reportAction(MessageKind.Info, String.Format("[10]Worker {0}: Stats merged", ctx.id));
}
