| Index: components/dom_distiller/core/page_features.cc
|
| diff --git a/components/dom_distiller/core/page_features.cc b/components/dom_distiller/core/page_features.cc
|
| index f931bbe5cb23cdc75513005d00cac20c84b92b93..3cdd74d6726dc8d6a8e1665c3f42a7c17cef96db 100644
|
| --- a/components/dom_distiller/core/page_features.cc
|
| +++ b/components/dom_distiller/core/page_features.cc
|
| @@ -6,8 +6,9 @@
|
|
|
| #include <string>
|
|
|
| -#include "base/json/json_reader.h"
|
| +#include "third_party/WebKit/public/platform/WebDistillability.h"
|
| #include "third_party/re2/re2/re2.h"
|
| +#include "url/gurl.h"
|
|
|
| namespace dom_distiller {
|
| /* This code needs to derive features in the same way and order in which they
|
| @@ -35,10 +36,6 @@ int CountMatches(const std::string& s, const std::string& p) {
|
| return count;
|
| }
|
|
|
| -int GetWordCount(const std::string& s) {
|
| - return CountMatches(s, "\\w+");
|
| -}
|
| -
|
| bool Contains(const std::string& n, const std::string& h) {
|
| return h.find(n) != std::string::npos;
|
| }
|
| @@ -50,133 +47,60 @@ bool EndsWith(const std::string& t, const std::string& s) {
|
|
|
| } // namespace
|
|
|
| -int kDerivedFeaturesCount = 29;
|
| +unsigned kDerivedFeaturesCount = 22;
|
|
|
| -std::vector<double> CalculateDerivedFeatures(bool isOGArticle,
|
| - const GURL& url,
|
| - double numElements,
|
| - double numAnchors,
|
| - double numForms,
|
| - const std::string& innerText,
|
| - const std::string& textContent,
|
| - const std::string& innerHTML) {
|
| - // In the training pipeline, the strings are explicitly encoded in utf-8 (as
|
| - // they are here).
|
| +std::vector<double> CalculateDerivedFeatures(
|
| + const blink::WebDistillabilityFeatures& f,
|
| + const GURL& url) {
|
| const std::string& path = url.path();
|
| - int innerTextWords = GetWordCount(innerText);
|
| - int textContentWords = GetWordCount(textContent);
|
| - int innerHTMLWords = GetWordCount(innerHTML);
|
| std::vector<double> features;
|
| // 'opengraph', opengraph,
|
| - features.push_back(isOGArticle);
|
| + features.push_back(f.openGraph);
|
| // 'forum', 'forum' in path,
|
| features.push_back(Contains("forum", path));
|
| // 'index', 'index' in path,
|
| features.push_back(Contains("index", path));
|
| + // 'search', 'search' in path,
|
| + features.push_back(Contains("search", path));
|
| // 'view', 'view' in path,
|
| features.push_back(Contains("view", path));
|
| + // 'archive', 'archive' in path,
|
| + features.push_back(Contains("archive", path));
|
| // 'asp', '.asp' in path,
|
| features.push_back(Contains(".asp", path));
|
| // 'phpbb', 'phpbb' in path,
|
| features.push_back(Contains("phpbb", path));
|
| // 'php', path.endswith('.php'),
|
| features.push_back(EndsWith(".php", path));
|
| - // 'pathlength', len(path),
|
| + // 'pathLength', len(path),
|
| features.push_back(path.size());
|
| // 'domain', len(path) < 2,
|
| features.push_back(path.size() < 2);
|
| - // 'pathcomponents', CountMatches(path, r'\/.'),
|
| + // 'pathComponents', CountMatches(path, r'\/.'),
|
| features.push_back(CountMatches(path, "\\/."));
|
| - // 'slugdetector', CountMatches(path, r'[^\w/]'),
|
| + // 'slugDetector', CountMatches(path, r'[^\w/]'),
|
| features.push_back(CountMatches(path, "[^\\w/]"));
|
| - // 'pathnumbers', CountMatches(path, r'\d+'),
|
| + // 'pathNumbers', CountMatches(path, r'\d+'),
|
| features.push_back(CountMatches(path, "\\d+"));
|
| // 'lastSegmentLength', len(GetLastSegment(path)),
|
| features.push_back(GetLastSegment(path).size());
|
| - // 'formcount', numForms,
|
| - features.push_back(numForms);
|
| - // 'anchorcount', numAnchors,
|
| - features.push_back(numAnchors);
|
| - // 'elementcount', numElements,
|
| - features.push_back(numElements);
|
| - // 'anchorratio', float(numAnchors) / max(1, numElements),
|
| - features.push_back(double(numAnchors) / std::max<double>(1, numElements));
|
| - // 'innertextlength', len(innerText),
|
| - features.push_back(innerText.size());
|
| - // 'textcontentlength', len(textContent),
|
| - features.push_back(textContent.size());
|
| - // 'innerhtmllength', len(innerHTML),
|
| - features.push_back(innerHTML.size());
|
| - // 'innertextlengthratio', float(len(innerText)) / max(1, len(innerHTML)),
|
| - features.push_back(double(innerText.size()) /
|
| - std::max<double>(1.0, innerHTML.size()));
|
| - // 'textcontentlengthratio', float(len(textContent)) / max(1, len(innerHTML)),
|
| - features.push_back(double(textContent.size()) /
|
| - std::max<double>(1.0, innerHTML.size()));
|
| - // 'innertexttextcontentlengthratio',
|
| - // float(len(innerText)) / max(1, len(textContent)),
|
| - features.push_back(double(innerText.size()) /
|
| - std::max<double>(1.0, textContent.size()));
|
| - // 'innertextwordcount', innerTextWords,
|
| - features.push_back(innerTextWords);
|
| - // 'textcontentwordcount', textContentWords,
|
| - features.push_back(textContentWords);
|
| - // 'innerhtmlwordcount', innerHTMLWords,
|
| - features.push_back(innerHTMLWords);
|
| - // 'innertextwordcountratio', float(innerTextWords) / max(1, innerHTMLWords),
|
| - features.push_back(double(innerTextWords) /
|
| - std::max<int>(1.0, innerHTMLWords));
|
| - // 'textcontentwordcountratio',
|
| - // float(textContentWords) / max(1, innerHTMLWords),
|
| - features.push_back(double(textContentWords) /
|
| - std::max<int>(1.0, innerHTMLWords));
|
| - // 'innertexttextcontentwordcountratio',
|
| - // float(innerTextWords) / max(1, textContentWords),
|
| - features.push_back(double(innerTextWords) /
|
| - std::max<int>(1.0, textContentWords));
|
| - return features;
|
| -}
|
| -
|
| -std::vector<double> CalculateDerivedFeaturesFromJSON(
|
| - const base::Value* stringified_json) {
|
| - std::string stringified;
|
| - if (!stringified_json->GetAsString(&stringified)) {
|
| - return std::vector<double>();
|
| - }
|
| -
|
| - scoped_ptr<base::Value> json = base::JSONReader::Read(stringified);
|
| - if (!json) {
|
| - return std::vector<double>();
|
| - }
|
| + // 'formCount', numForms,
|
| + features.push_back(f.formCount);
|
| + // 'anchorCount', numAnchors,
|
| + features.push_back(f.anchorCount);
|
| + // 'elementCount', numElements,
|
| + features.push_back(f.elementCount);
|
| + // 'anchorRatio', float(numAnchors) / max(1, numElements),
|
| + features.push_back(
|
| + double(f.anchorCount) / std::max<double>(1, f.elementCount));
|
| + // 'mozScore'
|
| + features.push_back(f.mozScore);
|
| + // 'mozScoreAllSqrt'
|
| + features.push_back(f.mozScoreAllSqrt);
|
| + // 'mozScoreAllLinear'
|
| + features.push_back(f.mozScoreAllLinear);
|
|
|
| - const base::DictionaryValue* dict;
|
| - if (!json->GetAsDictionary(&dict)) {
|
| - return std::vector<double>();
|
| - }
|
| -
|
| - bool isOGArticle = false;
|
| - std::string url, innerText, textContent, innerHTML;
|
| - double numElements = 0.0, numAnchors = 0.0, numForms = 0.0;
|
| -
|
| - if (!(dict->GetBoolean("opengraph", &isOGArticle) &&
|
| - dict->GetString("url", &url) &&
|
| - dict->GetDouble("numElements", &numElements) &&
|
| - dict->GetDouble("numAnchors", &numAnchors) &&
|
| - dict->GetDouble("numForms", &numForms) &&
|
| - dict->GetString("innerText", &innerText) &&
|
| - dict->GetString("textContent", &textContent) &&
|
| - dict->GetString("innerHTML", &innerHTML))) {
|
| - return std::vector<double>();
|
| - }
|
| -
|
| - GURL parsed_url(url);
|
| - if (!parsed_url.is_valid()) {
|
| - return std::vector<double>();
|
| - }
|
| -
|
| - return CalculateDerivedFeatures(isOGArticle, parsed_url, numElements,
|
| - numAnchors, numForms, innerText, textContent,
|
| - innerHTML);
|
| + return features;
|
| }
|
|
|
| } // namespace dom_distiller
|
|
|