From b04ae3875490d08963ce68a08d723c9ddb59f87e Mon Sep 17 00:00:00 2001 From: Adrien Barbaresi Date: Fri, 19 Jul 2024 14:39:31 +0200 Subject: [PATCH 1/6] fallback: improve justext extraction --- trafilatura/external.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/trafilatura/external.py b/trafilatura/external.py index 7613892d..d38d7064 100644 --- a/trafilatura/external.py +++ b/trafilatura/external.py @@ -15,6 +15,7 @@ from lxml.etree import Element, strip_tags, tostring # own +from .baseline import basic_cleaning from .htmlprocessing import convert_tags, prune_unwanted_nodes, tree_cleaning from .readability_lxml import Document as ReadabilityDocument # fork from .settings import JUSTEXT_LANGUAGES @@ -124,8 +125,8 @@ def jt_stoplist_init(): def custom_justext(tree, stoplist): 'Customized version of JusText processing' paragraphs = ParagraphMaker.make_paragraphs(tree) - classify_paragraphs(paragraphs, stoplist, 50, 200, 0.1, 0.2, 0.2, True) - revise_paragraph_classification(paragraphs, 200) + classify_paragraphs(paragraphs, stoplist, 50, 150, 0.1, 0.2, 0.2, True) + revise_paragraph_classification(paragraphs, 150) return paragraphs @@ -145,7 +146,9 @@ def try_justext(tree, url, target_language): LOGGER.error('justext %s %s', err, url) result_body = None else: - for paragraph in [p for p in paragraphs if not p.is_boilerplate]: + for paragraph in paragraphs: + if paragraph.is_boilerplate: + continue #if duplicate_test(paragraph) is not True: elem, elem.text = Element('p'), paragraph.text result_body.append(elem) @@ -156,8 +159,8 @@ def justext_rescue(tree, options, postbody, len_text, text): '''Try to use justext algorithm as a second fallback''' result_bool = False # additional cleaning - tree = prune_unwanted_nodes(tree, PAYWALL_DISCARD_XPATH) - tree = prune_unwanted_nodes(tree, REMOVE_COMMENTS_XPATH) + tree = basic_cleaning(tree) + #tree = prune_unwanted_nodes(tree, REMOVE_COMMENTS_XPATH) # proceed temppost_algo = try_justext(tree, options.url, options.lang) if temppost_algo is not None: From 3c6fed471cbc205a0d7ff1778569840baaefb138 Mon Sep 17 00:00:00 2001 From: Adrien Barbaresi Date: Fri, 19 Jul 2024 14:59:29 +0200 Subject: [PATCH 2/6] shorter code --- trafilatura/external.py | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/trafilatura/external.py b/trafilatura/external.py index d38d7064..869cf45c 100644 --- a/trafilatura/external.py +++ b/trafilatura/external.py @@ -97,7 +97,7 @@ def compare_extraction(tree, backup_tree, body, text, len_text, options): if body.xpath(SANITIZED_XPATH) or len_text < options.min_extracted_size: # body.find(...) LOGGER.debug('unclean document triggering justext examination: %s', options.source) # tree = prune_unwanted_sections(tree, {}, options) - body2, text2, len_text2, jt_result = justext_rescue(tree, options, body, 0, '') + body2, text2, len_text2, jt_result = justext_rescue(tree, options, body, text, len_text) # prevent too short documents from replacing the main text if jt_result and not len_text > 4*len_text2: # threshold could be adjusted LOGGER.debug('using justext, length: %s', len_text2) @@ -144,7 +144,6 @@ def try_justext(tree, url, target_language): paragraphs = custom_justext(tree, justext_stoplist) except ValueError as err: # not an XML element: HtmlComment LOGGER.error('justext %s %s', err, url) - result_body = None else: for paragraph in paragraphs: if paragraph.is_boilerplate: @@ -155,7 +154,7 @@ def try_justext(tree, url, target_language): return result_body -def justext_rescue(tree, options, postbody, len_text, text): +def justext_rescue(tree, options, postbody, text, len_text): '''Try to use justext algorithm as a second fallback''' result_bool = False # additional cleaning @@ -163,12 +162,10 @@ def justext_rescue(tree, options, postbody, len_text, text): #tree = prune_unwanted_nodes(tree, REMOVE_COMMENTS_XPATH) # proceed temppost_algo = try_justext(tree, options.url, options.lang) - if temppost_algo is not None: - temp_text = trim(' '.join(temppost_algo.itertext())) - len_algo = len(temp_text) - if len_algo > len_text: - postbody, text, len_text = temppost_algo, temp_text, len_algo - result_bool = True + temp_text = trim(' '.join(temppost_algo.itertext())) + if temp_text: + postbody, text, len_text = temppost_algo, temp_text, len(temp_text) + result_bool = True return postbody, text, len_text, result_bool From 97816f7e7d11505b441e0881cd5eac62fa2c1660 Mon Sep 17 00:00:00 2001 From: Adrien Barbaresi Date: Fri, 19 Jul 2024 17:58:54 +0200 Subject: [PATCH 3/6] simplify code --- trafilatura/external.py | 9 +++------ 1 file changed, 3 insertions(+), 6 deletions(-) diff --git a/trafilatura/external.py b/trafilatura/external.py index 869cf45c..6a54ae2d 100644 --- a/trafilatura/external.py +++ b/trafilatura/external.py @@ -21,7 +21,7 @@ from .settings import JUSTEXT_LANGUAGES from .utils import fromstring_bytes, trim from .xml import TEI_VALID_TAGS -from .xpaths import OVERALL_DISCARD_XPATH, PAYWALL_DISCARD_XPATH, REMOVE_COMMENTS_XPATH +from .xpaths import OVERALL_DISCARD_XPATH, PAYWALL_DISCARD_XPATH LOGGER = logging.getLogger(__name__) @@ -156,17 +156,14 @@ def try_justext(tree, url, target_language): def justext_rescue(tree, options, postbody, text, len_text): '''Try to use justext algorithm as a second fallback''' - result_bool = False # additional cleaning tree = basic_cleaning(tree) - #tree = prune_unwanted_nodes(tree, REMOVE_COMMENTS_XPATH) # proceed temppost_algo = try_justext(tree, options.url, options.lang) temp_text = trim(' '.join(temppost_algo.itertext())) if temp_text: - postbody, text, len_text = temppost_algo, temp_text, len(temp_text) - result_bool = True - return postbody, text, len_text, result_bool + return temppost_algo, temp_text, len(temp_text), True + return postbody, text, len_text, False def sanitize_tree(tree, options): From 2bc1bb18c183cd60db4d506b5388034c1ad2aeb3 Mon Sep 17 00:00:00 2001 From: Adrien Barbaresi Date: Tue, 23 Jul 2024 17:50:25 +0200 Subject: [PATCH 4/6] simplify code, remove pickle --- trafilatura/data/jt-stopwords-pickle.lzma | Bin 851312 -> 0 bytes trafilatura/external.py | 20 +++++++------------- 2 files changed, 7 insertions(+), 13 deletions(-) delete mode 100644 trafilatura/data/jt-stopwords-pickle.lzma diff --git a/trafilatura/data/jt-stopwords-pickle.lzma b/trafilatura/data/jt-stopwords-pickle.lzma deleted file mode 100644 index 23bbeaed2e9643c7d75c26c8d81e501d2600d5bf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 851312 zcmV(mK=Z%-H+ooF000E$*0e?f03iVu0001VFXf}+E-CN-T>wA<4sKAv1#hp@0vG;! 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zC^0EjgsA(B=y^>tFtt*y>h4B^@D=FdU@CyY0Yz09cCJ8yWQQR|MeI{4=%!;xHxsQF zxuSzuqIOOWBh*8n){JegYET-d`yEmCBNhHe5Ciwgn$i*Jn+Y~V9;y86s~nB^^K5d& z##Ik-<%#a}2ZS2PduuR@v|E-261?K@IG?RR4mRfX7I~wmo0R*vx=#b(>dftoXv%qt z8SSbmAaoqQbsh!Bgf`rq^PJOdrumJxZ67>fVsbAc-0|>*a?IaQs2`H?Tn5#W1^Nki zqHTa8?ksT!g##}LQbpjKw8+Z9Fkmim2|HF?Us7Mk8MK{ Date: Tue, 23 Jul 2024 18:05:04 +0200 Subject: [PATCH 5/6] simplify code --- trafilatura/external.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/trafilatura/external.py b/trafilatura/external.py index 1d9aac26..640ba7aa 100644 --- a/trafilatura/external.py +++ b/trafilatura/external.py @@ -93,7 +93,7 @@ def compare_extraction(tree, backup_tree, body, text, len_text, options): if body.xpath(SANITIZED_XPATH) or len_text < options.min_extracted_size: # body.find(...) LOGGER.debug('unclean document triggering justext examination: %s', options.source) # tree = prune_unwanted_sections(tree, {}, options) - body2, text2, len_text2, jt_result = justext_rescue(tree, options, body, text, len_text) + body2, text2, len_text2, jt_result = justext_rescue(tree, options) # prevent too short documents from replacing the main text if jt_result and not len_text > 4*len_text2: # threshold could be adjusted LOGGER.debug('using justext, length: %s', len_text2) @@ -148,16 +148,15 @@ def try_justext(tree, url, target_language): return result_body -def justext_rescue(tree, options, postbody, text, len_text): +def justext_rescue(tree, options): '''Try to use justext algorithm as a second fallback''' # additional cleaning tree = basic_cleaning(tree) # proceed temppost_algo = try_justext(tree, options.url, options.lang) temp_text = trim(' '.join(temppost_algo.itertext())) - if temp_text: - return temppost_algo, temp_text, len(temp_text), True - return postbody, text, len_text, False + jt_result = True if temp_text else False + return temppost_algo, temp_text, len(temp_text), jt_result def sanitize_tree(tree, options): From 3b209e74c461c8153b66947bf022aa2e4a20979c Mon Sep 17 00:00:00 2001 From: Adrien Barbaresi Date: Tue, 23 Jul 2024 18:21:55 +0200 Subject: [PATCH 6/6] simplify function --- trafilatura/external.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/trafilatura/external.py b/trafilatura/external.py index 640ba7aa..36055a8c 100644 --- a/trafilatura/external.py +++ b/trafilatura/external.py @@ -93,9 +93,10 @@ def compare_extraction(tree, backup_tree, body, text, len_text, options): if body.xpath(SANITIZED_XPATH) or len_text < options.min_extracted_size: # body.find(...) LOGGER.debug('unclean document triggering justext examination: %s', options.source) # tree = prune_unwanted_sections(tree, {}, options) - body2, text2, len_text2, jt_result = justext_rescue(tree, options) + body2, text2, len_text2 = justext_rescue(tree, options) + jt_result = bool(text2) # prevent too short documents from replacing the main text - if jt_result and not len_text > 4*len_text2: # threshold could be adjusted + if text2 and not len_text > 4*len_text2: # threshold could be adjusted LOGGER.debug('using justext, length: %s', len_text2) body, text, len_text = body2, text2, len_text2 @@ -155,8 +156,7 @@ def justext_rescue(tree, options): # proceed temppost_algo = try_justext(tree, options.url, options.lang) temp_text = trim(' '.join(temppost_algo.itertext())) - jt_result = True if temp_text else False - return temppost_algo, temp_text, len(temp_text), jt_result + return temppost_algo, temp_text, len(temp_text) def sanitize_tree(tree, options):