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| 1 // Copyright 2015 The Chromium Authors. All rights reserved. | 1 // Copyright 2015 The Chromium Authors. All rights reserved. |
| 2 // Use of this source code is governed by a BSD-style license that can be | 2 // Use of this source code is governed by a BSD-style license that can be |
| 3 // found in the LICENSE file. | 3 // found in the LICENSE file. |
| 4 | 4 |
| 5 #ifndef COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ | 5 #ifndef COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ |
| 6 #define COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ | 6 #define COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ |
| 7 | 7 |
| 8 #include <vector> | 8 #include <vector> |
| 9 | 9 |
| 10 #include "base/values.h" | 10 #include "base/values.h" |
| 11 #include "url/gurl.h" | 11 #include "url/gurl.h" |
| 12 | 12 |
| 13 namespace dom_distiller { | 13 namespace dom_distiller { |
| 14 | 14 |
| 15 // The length of the derived features vector. |
| 16 extern int kDerivedFeaturesCount; |
| 17 |
| 15 // The distillable page detector is a model trained on a list of numeric | 18 // The distillable page detector is a model trained on a list of numeric |
| 16 // features derived from core more complex features of a webpage (like the | 19 // features derived from core more complex features of a webpage (like the |
| 17 // body's .textContent). This derives the numeric features for a set of core | 20 // body's .textContent). This derives the numeric features for a set of core |
| 18 // features. | 21 // features. |
| 19 // | 22 // |
| 20 // Note: It is crucial that these features are derived in the same way and are | 23 // Note: It is crucial that these features are derived in the same way and are |
| 21 // in the same order as in the training pipeline. See //heuristics/distillable | 24 // in the same order as in the training pipeline. See //heuristics/distillable |
| 22 // in the external DomDistillerJs repo. | 25 // in the external DomDistillerJs repo. |
| 23 std::vector<double> CalculateDerivedFeatures(bool isOGArticle, | 26 std::vector<double> CalculateDerivedFeatures(bool isOGArticle, |
| 24 const GURL& url, | 27 const GURL& url, |
| 25 double numElements, | 28 double numElements, |
| 26 double numAnchors, | 29 double numAnchors, |
| 27 double numForms, | 30 double numForms, |
| 28 const std::string& innerText, | 31 const std::string& innerText, |
| 29 const std::string& textContent, | 32 const std::string& textContent, |
| 30 const std::string& innerHTML); | 33 const std::string& innerHTML); |
| 31 | 34 |
| 32 // Calculates the derived features from the JSON value as returned by the | 35 // Calculates the derived features from the JSON value as returned by the |
| 33 // javascript core feature extraction. | 36 // javascript core feature extraction. |
| 34 std::vector<double> CalculateDerivedFeaturesFromJSON(const base::Value* json); | 37 std::vector<double> CalculateDerivedFeaturesFromJSON( |
| 38 const base::Value* stringified_json); |
| 35 | 39 |
| 36 } // namespace dom_distiller | 40 } // namespace dom_distiller |
| 37 | 41 |
| 38 #endif // COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ | 42 #endif // COMPONENTS_DOM_DISTILLER_CORE_PAGE_FEATURES_H_ |
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