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authorBryan Newbold <bnewbold@robocracy.org>2019-03-05 17:35:36 -0800
committerBryan Newbold <bnewbold@robocracy.org>2019-03-05 17:35:36 -0800
commitc8d24dd3c743a2413eb87ec02a5a9e5e67c4f7a1 (patch)
tree7322589528c65bcaaaa83b6b24215ddc9174c606 /python/parse_arxivraw_xml.py
parent3b5a0f881efc9f912c475ccebc044618b1cac976 (diff)
downloadfatcat-c8d24dd3c743a2413eb87ec02a5a9e5e67c4f7a1.tar.gz
fatcat-c8d24dd3c743a2413eb87ec02a5a9e5e67c4f7a1.zip
basic arxivraw XML parser
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+
+import sys
+import json
+import datetime
+from bs4 import BeautifulSoup
+from bs4.element import NavigableString
+from pylatexenc.latex2text import LatexNodes2Text
+
+
+latex2text = LatexNodes2Text()
+
+def parse_arxiv_authors(raw):
+ if not raw:
+ return []
+ authors = raw.split(', ')
+ if authors:
+ last = authors[-1].split(" and ")
+ if len(last) == 2:
+ authors[-1] = last[0]
+ authors.append(last[1])
+ authors = [latex2text.latex_to_text(a).strip() for a in authors]
+ return authors
+
+def test_parse_arxiv_authors():
+
+ assert parse_arxiv_authors("Raphael Chetrite, Shamik Gupta, Izaak Neri and \\'Edgar Rold\\'an") == [
+ "Raphael Chetrite",
+ "Shamik Gupta",
+ "Izaak Neri",
+ "Édgar Roldán",
+ ]
+ assert parse_arxiv_authors("Izaak Neri and \\'Edgar Rold\\'an") == [
+ "Izaak Neri",
+ "Édgar Roldán",
+ ]
+ assert parse_arxiv_authors("Raphael Chetrite Shamik Gupta") == [
+ "Raphael Chetrite Shamik Gupta",
+ ]
+
+class ArxivRawXmlParser():
+ """
+ Converts arxiv.org "arXivRaw" OAI-PMH XML records to fatcat release entities
+
+ TODO: this will require a special importer that keeps works together
+ TODO: arxiv_id lookup in API (rust) with no version specified should select
+ the "most recent" version; can be a simple sort?
+ """
+
+ def __init__(self):
+ pass
+
+ def parse_file(self, handle):
+
+ # 1. open with beautiful soup
+ soup = BeautifulSoup(handle, "xml")
+
+ # 2. iterate over articles, call parse_article on each
+ for article in soup.find_all("record"):
+ resp = self.parse_record(article)
+ print(json.dumps(resp))
+ #sys.exit(-1)
+
+
+ def parse_record(self, record):
+
+ metadata = record.arXivRaw
+ extra = dict()
+ extra_arxiv = dict()
+
+ base_id = metadata.id.string
+ doi = None
+ if metadata.doi and metadata.doi.string:
+ doi = metadata.doi.string.lower().strip()
+ assert doi.startswith('10.')
+ title = latex2text.latex_to_text(metadata.title.string)
+ authors = parse_arxiv_authors(metadata.authors.string)
+ contribs = [dict(raw_name=a, role='author') for a in authors]
+
+ lang = "en" # the vast majority in english
+ if metadata.comments and metadata.comments.string:
+ comments = metadata.comments.string.strip()
+ extra_arxiv['comments'] = comments
+ if 'in french' in comments.lower():
+ lang = 'fr'
+ elif 'in spanish' in comments.lower():
+ lang = 'es'
+ elif 'in portuguese' in comments.lower():
+ lang = 'pt'
+ elif 'in hindi' in comments.lower():
+ lang = 'hi'
+ elif 'in japanese' in comments.lower():
+ lang = 'ja'
+ elif 'in german' in comments.lower():
+ lang = 'de'
+ elif 'simplified chinese' in comments.lower():
+ lang = 'zh'
+ elif 'in russian' in comments.lower():
+ lang = 'ru'
+ # more languages?
+
+ release_type = "article-journal"
+
+ if metadata.find('journal-ref') and metadata.find('journal-ref').string:
+ journal_ref = metadata.find('journal-ref').string.strip()
+ extra_arxiv['journal_ref'] = journal_ref
+ if "conf." in journal_ref.lower() or "proc." in journal_ref.lower():
+ release_type = "conference-paper"
+ if metadata.find('report-no') and metadata.find('report-no').string:
+ extra['number'] = metadata.find('report-no').string.strip()
+ release_type = "report"
+ if metadata.find('acm-class') and metadata.find('acm-class').string:
+ extra_arxiv['acm_class'] = metadata.find('acm_class').string.strip()
+ if metadata.categories and metadata.categories.string:
+ extra_arxiv['categories'] = metadata.categories.string.split()
+ license_slug = None
+ if metadata.license and metadata.license.string:
+ # XXX: convert URL to slug
+ license_slug = metadata.license.string.strip()
+ abstracts = None
+ if metadata.abstract:
+ abstracts = []
+ abst = metadata.abstract.string.strip()
+ orig = None
+ if '-----' in abst:
+ both = abst.split('-----')
+ abst = both[0].strip()
+ orig = both[1].strip()
+ if '$' in abst or '{' in abstr:
+ mime = "application/x-latex"
+ abst_plain = latex2text.latex_to_text(abst)
+ abstracts.append(dict(content=abst_plain, mime="text/plain", lang="en"))
+ else:
+ mime = "text/plain"
+ abstracts.append(dict(content=abst, mime=mime, lang="en"))
+ if orig:
+ abstracts.append(dict(content=orig, mime=mime))
+
+ if extra_arxiv:
+ extra['arxiv'] = extra_arxiv
+ if not extra:
+ extra = None
+
+ versions = []
+ for version in metadata.find_all('version'):
+ arxiv_id = base_id + version['version']
+ release_date = version.date.string.strip()
+ release_date = datetime.datetime.strptime(release_date, "%a, %d %b %Y %H:%M:%S %Z")
+ versions.append(dict(
+ work_id=None,
+ title=title,
+ #original_title
+ release_type="article-journal",
+ release_status='submitted', # XXX: source_type?
+ release_date=release_date.isoformat() + "Z",
+ release_year=release_date.year,
+ arxiv_id=arxiv_id,
+ #doi (see below)
+ #pmid
+ #pmcid
+ #isbn13 # never in Article
+ #volume
+ #issue
+ #pages
+ #publisher
+ language=lang,
+ #license_slug # not in MEDLINE
+
+ # content, mimetype, lang
+ abstracts=abstracts,
+
+ # raw_name, role, raw_affiliation, extra
+ contribs=contribs,
+
+ # name, type, publisher, issnl
+ # extra: issnp, issne, original_name, languages, country
+ #container=container, # very little/none; resolve via DOI?
+
+ # extra:
+ # withdrawn_date
+ # translation_of
+ # subtitle
+ # aliases
+ # container_name
+ # group-title
+ # pubmed: retraction refs
+ extra=extra,
+ ))
+
+ # only apply DOI to most recent version (HACK)
+ if doi:
+ versions[-1]['doi'] = doi
+ versions[-1]['release_status'] = "published"
+ return base_id, versions
+
+if __name__=='__main__':
+ parser = ArxivRawXmlParser()
+ parser.parse_file(open(sys.argv[1]))