""" A bunch of helpers to parse and normalize strings: external identifiers, free-form input, titles, etc. """ import re import base64 from typing import Optional import unicodedata import ftfy import langdetect import pycountry DOI_REGEX = re.compile(r"^10.\d{3,6}/\S+$") def clean_doi(raw): """ Removes any: - padding whitespace - 'doi:' prefix - URL prefix Does not try to un-URL-encode Returns None if not a valid DOI """ if not raw: return None raw = raw.strip() if '\u2013' in raw: # Do not attempt to normalize "en dash" and since FC does not allow # unicode in DOI, treat this as invalid. return None if len(raw.split()) != 1: return None if raw.startswith("doi:"): raw = raw[4:] if raw.startswith("http://"): raw = raw[7:] if raw.startswith("https://"): raw = raw[8:] if raw.startswith("doi.org/"): raw = raw[8:] if raw.startswith("dx.doi.org/"): raw = raw[11:] if raw[7:9] == "//": raw = raw[:8] + raw[9:] # fatcatd uses same REGEX, but Rust regex rejects these characters, while # python doesn't. DOIs are syntaxtually valid, but very likely to be typos; # for now filter them out. for c in ('¬', ): if c in raw: return None if not raw.startswith("10."): return None if not DOI_REGEX.fullmatch(raw): return None # will likely want to expand DOI_REGEX to exclude non-ASCII characters, but # for now block specific characters so we can get PubMed importer running # again. # known characters to skip: ä á \u200e \u2043 \u2012 if not raw.isascii(): return None return raw def test_clean_doi(): assert clean_doi("10.1234/asdf ") == "10.1234/asdf" assert clean_doi("10.1037//0002-9432.72.1.50") == "10.1037/0002-9432.72.1.50" assert clean_doi("10.1037/0002-9432.72.1.50") == "10.1037/0002-9432.72.1.50" assert clean_doi("10.23750/abm.v88i2 -s.6506") == None assert clean_doi("10.17167/mksz.2017.2.129–155") == None assert clean_doi("http://doi.org/10.1234/asdf ") == "10.1234/asdf" assert clean_doi("https://dx.doi.org/10.1234/asdf ") == "10.1234/asdf" assert clean_doi("doi:10.1234/asdf ") == "10.1234/asdf" assert clean_doi("doi:10.1234/ asdf ") == None assert clean_doi("10.4149/gpb¬_2017042") == None # "logical negation" character assert clean_doi("10.6002/ect.2020.häyry") == None # this example via pubmed (pmid:32519616) assert clean_doi("10.30466/vrf.2019.98547.2350\u200e") == None assert clean_doi("10.12016/j.issn.2096⁃1456.2017.06.014") == None assert clean_doi("10.4025/diálogos.v17i2.36030") == None assert clean_doi("10.19027/jai.10.106‒115") == None assert clean_doi("10.15673/атбп2312-3125.17/2014.26332") == None ARXIV_ID_REGEX = re.compile(r"^(\d{4}.\d{4,5}|[a-z\-]+(\.[A-Z]{2})?/\d{7})(v\d+)?$") def clean_arxiv_id(raw): """ Removes any: - 'arxiv:' prefix Works with versioned or un-versioned arxiv identifiers. """ if not raw: return None raw = raw.strip() if raw.lower().startswith("arxiv:"): raw = raw[6:] if raw.lower().startswith("https://arxiv.org/abs/"): raw = raw[22:] if not ARXIV_ID_REGEX.fullmatch(raw): return None return raw def test_clean_arxiv_id(): assert clean_arxiv_id("0806.2878v1") == "0806.2878v1" assert clean_arxiv_id("0806.2878") == "0806.2878" assert clean_arxiv_id("1501.00001v1") == "1501.00001v1" assert clean_arxiv_id("1501.00001") == "1501.00001" assert clean_arxiv_id("hep-th/9901001v1") == "hep-th/9901001v1" assert clean_arxiv_id("hep-th/9901001") == "hep-th/9901001" assert clean_arxiv_id("math.CA/0611800v2") == "math.CA/0611800v2" assert clean_arxiv_id("math.CA/0611800") == "math.CA/0611800" assert clean_arxiv_id("0806.2878v1 ") == "0806.2878v1" assert clean_arxiv_id("https://arxiv.org/abs/0806.2878v1") == "0806.2878v1" assert clean_arxiv_id("arxiv:0806.2878v1") == "0806.2878v1" assert clean_arxiv_id("arXiv:0806.2878v1") == "0806.2878v1" assert clean_arxiv_id("hep-TH/9901001v1") == None assert clean_arxiv_id("hßp-th/9901001v1") == None assert clean_arxiv_id("math.CA/06l1800v2") == None assert clean_arxiv_id("mßth.ca/0611800v2") == None assert clean_arxiv_id("MATH.CA/0611800v2") == None assert clean_arxiv_id("0806.2878v23") == "0806.2878v23" # ? assert clean_arxiv_id("0806.2878v") == None assert clean_arxiv_id("0806.2878") == "0806.2878" assert clean_arxiv_id("006.2878v1") == None assert clean_arxiv_id("0806.v1") == None assert clean_arxiv_id("08062878v1") == None def clean_pmid(raw): if not raw: return None raw = raw.strip() if len(raw.split()) != 1: return None if raw.isdigit(): return raw return None def test_clean_pmid(): assert clean_pmid("1234") == "1234" assert clean_pmid("1234 ") == "1234" assert clean_pmid("PMC123") == None assert clean_sha1("qfba3") == None assert clean_sha1("") == None def clean_pmcid(raw): if not raw: return None raw = raw.strip() if len(raw.split()) != 1: return None if raw.startswith("PMC") and raw[3:] and raw[3:].isdigit(): return raw return None def clean_sha1(raw): if not raw: return None raw = raw.strip().lower() if len(raw.split()) != 1: return None if len(raw) != 40: return None for c in raw: if c not in "0123456789abcdef": return None return raw def test_clean_sha1(): assert clean_sha1("0fba3fba0e1937aa0297de3836b768b5dfb23d7b") == "0fba3fba0e1937aa0297de3836b768b5dfb23d7b" assert clean_sha1("0fba3fba0e1937aa0297de3836b768b5dfb23d7b ") == "0fba3fba0e1937aa0297de3836b768b5dfb23d7b" assert clean_sha1("fba3fba0e1937aa0297de3836b768b5dfb23d7b") == None assert clean_sha1("qfba3fba0e1937aa0297de3836b768b5dfb23d7b") == None assert clean_sha1("0fba3fb a0e1937aa0297de3836b768b5dfb23d7b") == None def clean_sha256(raw): raw = raw.strip().lower() if len(raw.split()) != 1: return None if len(raw) != 64: return None for c in raw: if c not in "0123456789abcdef": return None return raw def test_clean_sha256(): assert clean_sha256("6cc853f2ae75696b2e45f476c76b946b0fc2df7c52bb38287cb074aceb77bc7f") == "6cc853f2ae75696b2e45f476c76b946b0fc2df7c52bb38287cb074aceb77bc7f" assert clean_sha256("0fba3fba0e1937aa0297de3836b768b5dfb23d7b") == None ISSN_REGEX = re.compile(r"^\d{4}-\d{3}[0-9X]$") def clean_issn(raw): if not raw: return None raw = raw.strip().upper() if len(raw) != 9: return None if not ISSN_REGEX.fullmatch(raw): return None return raw def test_clean_issn(): assert clean_issn("1234-4567") == "1234-4567" assert clean_issn("1234-456X") == "1234-456X" assert clean_issn("134-4567") == None assert clean_issn("123X-4567") == None ISBN13_REGEX = re.compile(r"^97(?:8|9)-\d{1,5}-\d{1,7}-\d{1,6}-\d$") def clean_isbn13(raw): if not raw: return None raw = raw.strip() if not ISBN13_REGEX.fullmatch(raw): return None return raw def test_clean_isbn13(): assert clean_isbn13("978-1-56619-909-4") == "978-1-56619-909-4" assert clean_isbn13("978-1-4028-9462-6") == "978-1-4028-9462-6" assert clean_isbn13("978-1-56619-909-4 ") == "978-1-56619-909-4" assert clean_isbn13("9781566199094") == None ORCID_REGEX = re.compile(r"^\d{4}-\d{4}-\d{4}-\d{3}[\dX]$") def clean_orcid(raw): if not raw: return None raw = raw.strip() if not ORCID_REGEX.fullmatch(raw): return None return raw def test_clean_orcid(): assert clean_orcid("0123-4567-3456-6789") == "0123-4567-3456-6789" assert clean_orcid("0123-4567-3456-678X") == "0123-4567-3456-678X" assert clean_orcid("0123-4567-3456-6789 ") == "0123-4567-3456-6789" assert clean_orcid("01234567-3456-6780") == None assert clean_orcid("0x23-4567-3456-6780") == None def clean_str(thing: Optional[str], force_xml: bool = False) -> Optional[str]: """ This function is appropriate to be called on any random, non-markup string, such as author names, titles, etc. It will try to clean up common unicode mangles, HTML characters, etc. This will detect XML/HTML and "do the right thing" (aka, not remove entities like '&' if there are tags in the string), unless you pass the 'force_xml' parameter, which might be appropriate for, eg, names and titles, which generally should be projected down to plain text. Also strips extra whitespace. """ if not thing: return None fix_entities = 'auto' if force_xml: fix_entities = True fixed = ftfy.fix_text(thing, fix_entities=fix_entities).strip() if not fixed or len(fixed) <= 1: # wasn't zero-length before, but is now; return None return None return fixed def test_clean_str(): assert clean_str(None) == None assert clean_str('') == None assert clean_str('1') == None assert clean_str('123') == '123' assert clean_str('a&b') == 'a&b' assert clean_str('a&b') == 'a&b' assert clean_str('a&b', force_xml=True) == 'a&b' def b32_hex(s): s = s.strip().split()[0].lower() if s.startswith("sha1:"): s = s[5:] if len(s) != 32: return s return base64.b16encode(base64.b32decode(s.upper())).lower().decode('utf-8') def is_cjk(s): if not s: return False for c in s: if c.isalpha(): lang_prefix = unicodedata.name(c).split()[0] return lang_prefix in ('CJK', 'HIRAGANA', 'KATAKANA', 'HANGUL') return False def test_is_cjk(): assert is_cjk(None) is False assert is_cjk('') is False assert is_cjk('blah') is False assert is_cjk('岡, 鹿, 梨, 阜, 埼') is True assert is_cjk('[岡, 鹿, 梨, 阜, 埼]') is True assert is_cjk('菊') is True assert is_cjk('岡, 鹿, 梨, 阜, 埼 with eng after') is True assert is_cjk('水道') is True assert is_cjk('オウ, イク') is True # kanji assert is_cjk('ひヒ') is True assert is_cjk('き゚ゅ') is True assert is_cjk('ㄴ, ㄹ, ㅁ, ㅂ, ㅅ') is True MONTH_MAP = { "jan": 1, "january": 1, "feb": 2, "febuary": 2, "mar": 3, "march": 3, "apr": 4, "april": 4, "may": 5, "may": 5, "jun": 6, "june": 6, "jul": 7, "july": 7, "aug": 8, "august": 8, "sep": 9, "september": 9, "oct": 10, "october": 10, "nov": 11, "nov": 11, "dec": 12, "december": 12, } def parse_month(raw: Optional[str]) -> Optional[int]: """ Parses a string into a month number (1 to 12) """ if not raw: return None raw = raw.strip().lower() if raw.isdigit(): raw_int = int(raw) if raw_int >= 1 and raw_int <= 12: return raw_int else: return None if raw in MONTH_MAP: return MONTH_MAP[raw] return None def test_parse_month() -> None: assert parse_month(None) == None assert parse_month("") == None assert parse_month("0") == None assert parse_month("10") == 10 assert parse_month("jan") == 1 assert parse_month("September") == 9 def detect_text_lang(raw: str) -> Optional[str]: """ Tries to determine language of, eg, an abstract. Returns an ISO 631 2-char language code, or None. """ if not raw: return None try: lang = langdetect.detect(raw) lang = lang.split('-')[0] assert len(lang) == 2 return lang except (langdetect.lang_detect_exception.LangDetectException, TypeError): return None return None def test_detect_text_lang() -> None: assert detect_text_lang("") == None EN_SAMPLE = "this is a string of English text for testing" assert detect_text_lang(EN_SAMPLE) == "en" JA_SAMPLE = "モーラの種類は、以下に示すように111程度存在する。ただし、研究者により数え方が少しずつ異なる。" assert detect_text_lang(JA_SAMPLE) == "ja" ZH_SAMPLE = "随着分布式清洁能源的普及,通信技术在协调各个分布式电源的控制中显得尤为重要。在电力信息传输的过程中,不同的网络状态下表现出不同的通信特性,严重的甚至会发生信息错乱丢包等行为,这对电网的实时控制产生严重影响。为研究信息系统对电力物理系统的实时影响,搭建了电力信息物理融合仿真平台,运用RT-LAB与OPNET两款实时仿真器,通过TCP/IP进行数据交互,对微电网电压、频率的集中式恢复与分布式恢复问题展开研究。仿真结果表明,该平台能有效地反映通信网络对电网控制的影响,提供了一种可靠的未来电力信息物理融合系统研究技术。随着分布式清洁能源的普及,通信技术在协调各个分布式电源的控制中显得尤为重要。在电力信息传输的过程中,不同的网络状态下表现出不同的通信特性,严重的甚至会发生信息错乱丢包等行为,这对电网的实时控制产生严重影响。为研究信息系统对电力物理系统的实时影响,搭建了电力信息物理融合仿真平台,运用RT-LAB与OPNET两款实时仿真器,通过TCP/IP进行数据交互,对微电网电压、频率的集中式恢复与分布式恢复问题展开研究。仿真结果表明,该平台能有效地反映通信网络对电网控制的影响,提供了一种可靠的未来电力信息物理融合系统研究技术。" assert detect_text_lang(ZH_SAMPLE) == "zh" def parse_lang_name(raw: Optional[str]) -> Optional[str]: """ Parses a language name and returns a 2-char ISO 631 language code. """ if not raw: return None try: lang = pycountry.languages.lookup(raw) if lang.alpha_3 in ("mul", "mis"): return None return lang.alpha_2.lower() except LookupError: #print(f" unknown language: '{raw}', file=sys.stderr) return None except AttributeError: #print(f" partial language metadata: '{lang}', file=sys.stderr) return None return None def test_parse_lang_name() -> None: assert parse_lang_name(None) == None assert parse_lang_name("") == None assert parse_lang_name("asdf ") == None assert parse_lang_name("english") == "en" assert parse_lang_name("ENGLISH") == "en" assert parse_lang_name("asdf blah") is None assert parse_lang_name("en") == "en" assert parse_lang_name("EN") == "en" assert parse_lang_name("ENG") == "en" assert parse_lang_name("English") == "en" assert parse_lang_name("Portuguese") == "pt" def parse_country_name(s: Optional[str]) -> Optional[str]: """ Parses a country name into a ISO country code (2-char). This version copied from the chocula repository. """ if not s or s in ("Unknown"): return None s = s.strip() if s.lower() in ("usa", "new york (state)", "washington (state)"): return "us" if s.lower() in ("russia (federation)", "russia"): return "ru" if s == "Québec (Province)": s = "Canada" if s == "China (Republic : 1949- )": return "tw" if s == "Brunei": return "bn" if s.startswith("Congo "): s = "Congo" if s.lower() == "iran": return "ir" if s.lower() == "bermuda islands": return "bm" if s.lower() == "burma": s = "myanmar" if s.lower() in ("korea (south)", "south korea"): return "kr" if s.lower() in ("england", "scotland", "wales"): return "uk" s = s.replace(" (Republic)", "").replace(" (Federation)", "") try: country = pycountry.countries.lookup(s) except LookupError: country = None if country: return country.alpha_2.lower() try: sub = pycountry.subdivisions.lookup(s) except LookupError: sub = None s = s.replace(" (State)", "").replace(" (Province)", "") if sub: return sub.country_code.lower() else: # print(f"unknown country: {s}", file=sys.stderr) return None def test_parse_country_name(): assert parse_country_name("") is None assert parse_country_name("asdf blah") is None assert parse_country_name("us") == "us" assert parse_country_name("USA") == "us" assert parse_country_name("United States of America") == "us" assert parse_country_name("united States") == "us" assert parse_country_name("Massachusetts") == "us" assert parse_country_name("Russia") == "ru" assert parse_country_name("Japan") == "jp" # These are very close, but maybe not exactly 1-to-1 with 639-2? Some mix of # 2/T and 2/B? # PubMed/MEDLINE and JSTOR use these MARC codes # https://www.loc.gov/marc/languages/language_name.html LANG_MAP_MARC = { 'afr': 'af', 'alb': 'sq', 'amh': 'am', 'ara': 'ar', 'arm': 'hy', 'aze': 'az', 'ben': 'bn', 'bos': 'bs', 'bul': 'bg', 'cat': 'ca', 'chi': 'zh', 'cze': 'cs', 'dan': 'da', 'dut': 'nl', 'eng': 'en', 'epo': 'eo', 'est': 'et', 'fin': 'fi', 'fre': 'fr', 'geo': 'ka', 'ger': 'de', 'gla': 'gd', 'gre': 'el', 'heb': 'he', 'hin': 'hi', 'hrv': 'hr', 'hun': 'hu', 'ice': 'is', 'ind': 'id', 'ita': 'it', 'jpn': 'ja', 'kin': 'rw', 'kor': 'ko', 'lat': 'la', 'lav': 'lv', 'lit': 'lt', 'mac': 'mk', 'mal': 'ml', 'mao': 'mi', 'may': 'ms', 'nor': 'no', 'per': 'fa', 'per': 'fa', 'pol': 'pl', 'por': 'pt', 'pus': 'ps', 'rum': 'ro', 'rus': 'ru', 'san': 'sa', 'slo': 'sk', 'slv': 'sl', 'spa': 'es', 'srp': 'sr', 'swe': 'sv', 'tha': 'th', 'tur': 'tr', 'ukr': 'uk', 'urd': 'ur', 'vie': 'vi', 'wel': 'cy', # additions 'gle': 'ga', # "Irish" (Gaelic) 'jav': 'jv', # Javanese 'welsh': 'cy', # Welsh 'oci': 'oc', # Occitan # Don't have ISO 639-1 codes 'grc': 'el', # Ancient Greek; map to modern greek 'map': None, # Austronesian (collection) 'syr': None, # Syriac, Modern 'gem': None, # Old Saxon 'non': None, # Old Norse 'emg': None, # Eastern Meohang 'neg': None, # Negidal 'mul': None, # Multiple languages 'und': None, # Undetermined }