readabilite: clean up code
parent
c628ee802c
commit
c6d3a0eb53
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@ -47,12 +47,6 @@ def count_content(node):
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return count_words(node.text_content()) + len(node.findall('.//img'))
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return count_words(node.text_content()) + len(node.findall('.//img'))
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def percentile(N, P):
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# https://stackoverflow.com/a/7464107
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n = max(int(round(P * len(N) + 0.5)), 2)
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return N[n-2]
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class_bad = ['comment', 'community', 'extra', 'foot',
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class_bad = ['comment', 'community', 'extra', 'foot',
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'sponsor', 'pagination', 'pager', 'tweet', 'twitter', 'com-', 'masthead',
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'sponsor', 'pagination', 'pager', 'tweet', 'twitter', 'com-', 'masthead',
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'media', 'meta', 'related', 'shopping', 'tags', 'tool', 'author', 'about',
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'media', 'meta', 'related', 'shopping', 'tags', 'tool', 'author', 'about',
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@ -198,8 +192,8 @@ def clean_node(node, keep_threshold=None):
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parent.remove(node)
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parent.remove(node)
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return
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return
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if keep_threshold is not None and get_score(node) >= keep_threshold:
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# high score, so keep
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# high score, so keep
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if keep_threshold is not None and get_score(node) >= keep_threshold:
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return
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return
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gdparent = parent.getparent()
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gdparent = parent.getparent()
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@ -300,44 +294,39 @@ def lowest_common_ancestor(nodeA, nodeB, max_depth=None):
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return nodeA # should always find one tho, at least <html/>, but needed for max_depth
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return nodeA # should always find one tho, at least <html/>, but needed for max_depth
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def rank_grades(grades):
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# largest score to smallest
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return sorted(grades.items(), key=lambda x: x[1], reverse=True)
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def get_best_node(ranked_grades):
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" To pick the best (raw) node. Another function will clean it "
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if len(ranked_grades) == 1:
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return ranked_grades[0]
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lowest = lowest_common_ancestor(ranked_grades[0][0], ranked_grades[1][0], 3)
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return lowest
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def get_article(data, url=None, encoding_in=None, encoding_out='unicode', debug=False, threshold=5):
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def get_article(data, url=None, encoding_in=None, encoding_out='unicode', debug=False, threshold=5):
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" Input a raw html string, returns a raw html string of the article "
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" Input a raw html string, returns a raw html string of the article "
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html = parse(data, encoding_in)
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html = parse(data, encoding_in)
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score_all(html)
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score_all(html)
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scores = rank_grades(get_all_scores(html))
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if not len(scores) or scores[0][1] < threshold:
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# rank all nodes (largest to smallest)
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ranked_nodes = sorted(html.iter(), key=lambda x: get_score(x), reverse=True)
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# minimum threshold
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if not len(ranked_nodes) or get_score(ranked_nodes[0]) < threshold:
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return None
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return None
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best = get_best_node(scores)
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# take common ancestor or the two highest rated nodes
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if len(ranked_nodes) > 1:
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best = lowest_common_ancestor(ranked_nodes[0], ranked_nodes[1], 3)
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else:
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best = ranked_nodes[0]
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# clean up
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if not debug:
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if not debug:
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keep_threshold = percentile([x[1] for x in scores], 0.1)
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keep_threshold = get_score(ranked_nodes[0]) * 3/4
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clean_root(best, keep_threshold)
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clean_root(best, keep_threshold)
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# check for spammy content (links only)
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wc = count_words(best.text_content())
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wc = count_words(best.text_content())
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wca = count_words(' '.join([x.text_content() for x in best.findall('.//a')]))
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wca = count_words(' '.join([x.text_content() for x in best.findall('.//a')]))
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if not debug and (wc - wca < 50 or float(wca) / wc > 0.3):
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if not debug and (wc - wca < 50 or float(wca) / wc > 0.3):
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return None
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return None
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# fix urls
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if url:
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if url:
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best.make_links_absolute(url)
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best.make_links_absolute(url)
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