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old_regex.py
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old_regex.py
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# TO BE REVISED
#from https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py which is under the MIT License
# see also for ICD https://stackoverflow.com/questions/5590862/icd9-regex-pattern - but this could be totally wrong!
# we do regex in this order in order to not capture ner inside domain names and email addresses.
#NORP, AGE, ADDRESS and DISEASE regexes are just test cases. We will use transformers and rules to detect these.
regex_rulebase_extended = {
#https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py
"DATE": {
"default": [
#year
(re.compile('\d{4}'), None),
#date
(re.compile('(?:(?<!\:)(?<!\:\d)[0-3]?\d(?:st|nd|rd|th)?\s+(?:of\s+)?(?:jan\.?|january|feb\.?|february|mar\.?|march|apr\.?|april|may|jun\.?|june|jul\.?|july|aug\.?|august|sep\.?|september|oct\.?|october|nov\.?|november|dec\.?|december)|(?:jan\.?|january|feb\.?|february|mar\.?|march|apr\.?|april|may|jun\.?|june|jul\.?|july|aug\.?|august|sep\.?|september|oct\.?|october|nov\.?|november|dec\.?|december)\s+(?<!\:)(?<!\:\d)[0-3]?\d(?:st|nd|rd|th)?)(?:\,)?\s*(?:\d{4})?|[0-3]?\d[-\./][0-3]?\d[-\./]\d{2,4}', re.IGNORECASE), None),
],
},
#https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py
"TIME": {
"default": [(re.compile('\d{1,2}:\d{2} ?(?:[ap]\.?m\.?)?|\d[ap]\.?m\.?', re.IGNORECASE), None),],
},
"NORP": {
"en": [(re.compile(r"upper class|middle class|working class|lower class", re.IGNORECASE), None),],
},
"AGE": {
"en": [
(
re.compile(
r"\S+ years old|\S+\-years\-old|\S+ year old|\S+\-year\-old|born [ ][\d][\d]+[\\ /.][\d][\d][\\ /.][\d][\d]+|died [ ][\d][\d]+[\\ /.][\d][\d][\\ /.][\d][\d]+", re.IGNORECASE
),
None,
)
],
"zh": [(regex.compile(r"\d{1,3}歲|\d{1,3}岁|[一二三四五六七八九十百]{1,3}岁|[一二三四五六七八九十百]{1,3}歲"), None)],
},
# Some of this code from https://github.com/bigscience-workshop/data_tooling/blob/master/ac_dc/anonymization.py which is under the Apache 2 license
"ADDRESS": {
"en": [
#https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py
(
re.compile(
r"\d{1,4} [\w\s]{1,20} (?:street|st|avenue|ave|road|rd|highway|hwy|square|sq|trail|trl|drive|dr|court|ct|park|parkway|pkwy|circle|cir|boulevard|blvd)\W?(?=\s|$).*\b\d{5}(?:[-\s]\d{4})?\b|\d{1,4} [\w\s]{1,20} (?:street|st|avenue|ave|road|rd|highway|hwy|square|sq|trail|trl|drive|dr|court|ct|park|parkway|pkwy|circle|cir|boulevard|blvd)\W?(?=\s|$)", re.IGNORECASE
),
None,
),
#https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py
(
re.compile(r"P\.? ?O\.? Box \d+"), None
)
],
#from https://github.com/Aggregate-Intellect/bigscience_aisc_pii_detection/blob/main/language/zh/rules.py which is under Apache 2
"zh": [
(
regex.compile(
r"((\p{Han}{1,3}(自治区|省))?\p{Han}{1,4}((?<!集)市|县|州)\p{Han}{1,10}[路|街|道|巷](\d{1,3}[弄|街|巷])?\d{1,4}号)"
),
None,
),
(
regex.compile(
r"(?<zipcode>(^\d{5}|^\d{3})?)(?<city>\D+[縣市])(?<district>\D+?(市區|鎮區|鎮市|[鄉鎮市區]))(?<others>.+)"
),
None,
),
],
},
"DISEASE": {
"en": [(re.compile("diabetes|cancer|HIV|AIDS|Alzheimer's|Alzheimer|heart disease", re.IGNORECASE), None)],
"zh": [(regex.compile(r"(糖尿|癌症|抗癌|爱滋|艾滋|愛滋|阿茲海默|老人痴呆|老人癡呆|心臟病|心脏病)", re.IGNORECASE), None)]
},
# many of the id_regex are from Presidio which is licensed under the MIT License
# https://github.com/microsoft/presidio/blob/main/presidio-analyzer/presidio_analyzer/predefined_recognizers/aba_routing_recognizer.py
# https://github.com/microsoft/presidio/blob/main/presidio-analyzer/presidio_analyzer/predefined_recognizers/au_abn_recognizer.py
# https://github.com/microsoft/presidio/blob/main/presidio-analyzer/presidio_analyzer/predefined_recognizers/us_passport_recognizer.py
# https://github.com/microsoft/presidio/blob/main/presidio-analyzer/presidio_analyzer/predefined_recognizers/medical_license_recognizer.py
# https://github.com/microsoft/presidio/blob/main/presidio-analyzer/presidio_analyzer/predefined_recognizers/es_nif_recognizer.py
"ID": {
"en": [
(
re.compile(r"\b[0123678]\d{3}-\d{4}-\d\b"),
(
"aba",
"routing",
"abarouting",
"association",
"bankrouting",
),
),
(
re.compile(r"(\b[0-9]{9}\b)"),
(
"us",
"united",
"states",
"passport",
"passport#",
"travel",
"document",
),
),
(
re.compile(r"[a-zA-Z]{2}\d{7}|[a-zA-Z]{1}9\d{7}"),
("medical", "certificate", "DEA"),
),
(re.compile(r"\d{3}\s\d{3}\s\d{3}"), None),
(
re.compile(
r"GB\s?\d{6}\s?\w|GB\d{3}\s\d{3}\s\d{2}\s\d{3}|GBGD\d{3}|GBHA\d{3}}|GB\d{3} \d{4} \d{2}(?: \d{3})?|GB(?:GD|HA)\d{3}"
),
None,
),
(re.compile(r"IE\d[1-9]\d{5}\d[1-9]|IE\d{7}[1-9][1-9]?"), None),
(re.compile(r"[1-9]\d{10}"), None),
(
re.compile(r"\b\d{2}\s\d{3}\s\d{3}\s\d{3}\b|\b\d{11}\b"),
("australian business number", "abn"),
),
],
"id":[
(
re.compile(
r"\d{6}([04][1-9]|[1256][0-9]|[37][01])(0[1-9]|1[0-2])\d{6}"
),
None,
)
],
"es": [
(re.compile(r"(?:ES)?\d{6-8}-?[A-Z]"), None),
(
re.compile(r"\b[0-9]?[0-9]{7}[-]?[A-Z]\b"),
("documento nacional de identidad", "DNI", "NIF", "identificación"),
),
(re.compile(r"[1-9]\d?\d{6}|8\d{8}|9\d{8}|10\d{8}|11\d{8}|12\d{8}|"), None)
],
"pt": [(re.compile(r"\d{3}\.d{3}\.d{3}-\d{2}|\d{11}"), None),
(re.compile(r"PT\d{9}"), None),
],
#from https://github.com/Aggregate-Intellect/bigscience_aisc_pii_detection/blob/main/language/zh/rules.py which is under Apache 2
"zh": [
(
regex.compile(
r"(?:[16][1-5]|2[1-3]|3[1-7]|4[1-6]|5[0-4])\d{4}(?:19|20)\d{2}(?:(?:0[469]|11)(?:0[1-9]|[12][0-9]|30)|(?:0[13578]|1[02])(?:0[1-9]|[12][0-9]|3[01])|02(?:0[1-9]|[12][0-9]))\d{3}[\dXx]"
),
None,
),
(
regex.compile(
r"(^[EeKkGgDdSsPpHh]\d{8}$)|(^(([Ee][a-fA-F])|([DdSsPp][Ee])|([Kk][Jj])|([Mm][Aa])|(1[45]))\d{7}$)"
),
None,
),
(
regex.compile(
r"((\d{4}(| )\d{4}(| )\d{4}$)|([a-zA-Z][1-2]{1}[0-9]{8})|([0-3]{1}\d{8}))"
),
None,
),
(
regex.compile('^(?:[京津沪渝冀豫云辽黑湘皖鲁新苏浙赣鄂桂甘晋蒙陕吉闽贵粤青藏川宁琼使领 A-Z]{1}[A-HJ-NP-Z]{1}(?:(?:[0-9]{5}[DF])|(?:[DF](?:[A-HJ-NP-Z0-9])[0-9]{4})))|(?:[京津沪渝冀豫云辽黑湘皖鲁新苏浙赣鄂桂甘晋蒙陕吉闽贵粤青藏川宁琼使领 A-Z]{1}[A-Z]{1}[A-HJ-NP-Z0-9]{4}[A-HJ-NP-Z0-9 挂学警港澳]{1})$'),
None
),
(
regex.compile('\b[A-Z]{3}-\d{4}\b'),
None,
),
(
regex.compile(
r"(0?\d{2,4}-[1-9]\d{6,7})|({\+86|086}-| ?1[3-9]\d{9} , ([\+0]?86)?[\-\s]?1[3-9]\d{9})"
),
None,
),
(
regex.compile(
r"((\d{4}(| )\d{4}(| )\d{4}$)|([a-zA-Z][1-2]{1}[0-9]{8})|([0-3]{1}\d{8}))((02|03|037|04|049|05|06|07|08|089|082|0826|0836|886 2|886 3|886 37|886 4|886 49|886 5|886 6|886 7|886 8|886 89|886 82|886 826|886 836|886 9|886-2|886-3|886-37|886-4|886-49|886-5|886-6|886-7|886-8|886-89|886-82|886-826|886-836)(| |-)\d{4}(| |-)\d{4}$)|((09|886 9|886-9)(| |-)\d{2}(|-)\d{2}(|-)\d{1}(|-)\d{3})"
),
None,
),
#consider whether we want to make PHONE a separate tag, that collapses to ID
#phone
(re.compile(r"\d{4}-\d{8}"), None),
],
"default": [
#https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py ssn
(
re.compile(
'(?!000|666|333)0*(?:[0-6][0-9][0-9]|[0-7][0-6][0-9]|[0-7][0-7][0-2])[- ](?!00)[0-9]{2}[- ](?!0000)[0-9]{4}'
),
None,
),
# https://github.com/madisonmay/CommonRegex/blob/master/commonregex.py phone with exts
(
re.compile('((?:(?:\+?1\s*(?:[.-]\s*)?)?(?:\(\s*(?:[2-9]1[02-9]|[2-9][02-8]1|[2-9][02-8][02-9])\s*\)|(?:[2-9]1[02-9]|[2-9][02-8]1|[2-9][02-8][02-9]))\s*(?:[.-]\s*)?)?(?:[2-9]1[02-9]|[2-9][02-9]1|[2-9][02-9]{2})\s*(?:[.-]\s*)?(?:[0-9]{4})(?:\s*(?:#|x\.?|ext\.?|extension)\s*(?:\d+)?))', re.IGNORECASE),
None
),
# phone
(
re.compile('''((?:(?<![\d-])(?:\+?\d{1,3}[-.\s*]?)?(?:\(?\d{3}\)?[-.\s*]?)?\d{3}[-.\s*]?\d{4}(?![\d-]))|(?:(?<![\d-])(?:(?:\(\+?\d{2}\))|(?:\+?\d{2}))\s*\d{2}\s*\d{3}\s*\d{4}(?![\d-])))'''),
None,
),
#email
(re.compile("([a-z0-9!#$%&'*+\/=?^_`{|.}~-]+@(?:[a-z0-9](?:[a-z0-9-]*[a-z0-9])?\.)+[a-z0-9](?:[a-z0-9-]*[a-z0-9])?)", re.IGNORECASE), None),
#credit card
(re.compile('((?:(?:\\d{4}[- ]?){3}\\d{4}|\\d{15,16}))(?![\\d])'), None),
#ip
(re.compile('(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)\.(?:25[0-5]|2[0-4][0-9]|[01]?[0-9][0-9]?)', re.IGNORECASE), None),
#ipv6
(re.compile('((?:(?:\\d{4}[- ]?){3}\\d{4}|\\d{15,16}))(?![\\d])'), None),
#icd code - see https://stackoverflow.com/questions/5590862/icd9-regex-pattern
(re.compile('[A-TV-Z][0-9][A-Z0-9](\.[A-Z0-9]{1,4})'), None),
# generic government id. consider a more complicated string with \w+ at the beginning or end
(re.compile(r"\d{6,13}|[૦-૯]{6,13}|[೦-೯]{6,13}|[൦-൯]{6,13}|[୦-୯]{6,13}|[௦-௯]{6,13}|[۰-۹]{6,13}|[০-৯]{6,13}|[٠-٩]{6,13}|[壹-玖〡-〩零〇-九十廿卅卌百千万亿兆]{6,13}"), None),
#more generic ids
(
re.compile(
r"\d{2}-\d{7}-\d|\d{11}|\d{2}-\d{9}-\d|\d{4}-\d{4}-\d{4}|\d{4}-\d{7}-\d"
),
None,
),
# generic id with dashes
(re.compile('[A-Z]{0,3}(?:[- ]*\d){6,13}'), None),
# generic user id
(re.compile(r"\S*@[a-zA-Z]+\S*"), None),
# bitcoin
(re.compile('(?<![a-km-zA-HJ-NP-Z0-9])[13][a-km-zA-HJ-NP-Z0-9]{26,33}(?![a-km-zA-HJ-NP-Z0-9])'), None),
],
},
}