From adaa1c83e28332d2e5dc5aa9d5caf9c23c6527b1 Mon Sep 17 00:00:00 2001 From: thomas Date: Wed, 30 Oct 2024 12:55:57 +0100 Subject: [PATCH 1/6] trie based regex added for faster matching, output structure improved --- data/first_names_regex.pkl | Bin 0 -> 52358 bytes data/first_names_trie_regex.pkl | Bin 0 -> 52358 bytes data/last_names_regex.pkl | Bin 0 -> 216975 bytes data/last_names_trie_regex.pkl | Bin 0 -> 171154 bytes pyproject.toml | 4 ++ src/utils/regex.py | 120 +++++++++++++++++++++----------- src/utils/trie.py | 63 +++++++++++++++++ yoyomaskr.ipynb | 117 +++++++++++++++---------------- 8 files changed, 204 insertions(+), 100 deletions(-) create mode 100644 data/first_names_regex.pkl create mode 100644 data/first_names_trie_regex.pkl create mode 100644 data/last_names_regex.pkl create mode 100644 data/last_names_trie_regex.pkl create mode 100644 src/utils/trie.py diff --git a/data/first_names_regex.pkl b/data/first_names_regex.pkl new file mode 100644 index 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--- a/pyproject.toml +++ b/pyproject.toml @@ -26,11 +26,15 @@ python-dateutil = "^2.9.0.post0" ipykernel = "^6.29.5" tqdm = "^4.66.6" jupyter = "^1.1.1" +dill = "^0.3.9" [tool.poetry.dev-dependencies] pytest = "^6.0" ruff = "^0.7" +[tool.poetry.group.dev.dependencies] +polars = "^1.12.0" + [tool.pytest.ini_options] minversion = "6.0" addopts = "-ra -q" diff --git a/src/utils/regex.py b/src/utils/regex.py index afcd1ce..abba000 100644 --- a/src/utils/regex.py +++ b/src/utils/regex.py @@ -7,12 +7,13 @@ COUNTRY_CODES_REGEX = r'41' CURRENCY_REGEX = r'EUR|CHF|Fr\.|Franken|Francs' -def anonymize_regex(text, regex, by='ENTITY', tag='#', count=True, first=1, compare_lowercase=False, keep_regex=False): +def anonymize_regex(text, regex, by='ENTITY', start_tag='#', end_tag='#', count=True, first=1, compare_lowercase=False, keep_regex=False): """ :param text: :param regex: :param by: - :param tag: + :param start_tag: + :param end_tag: :pram count: :param compare_lowercase: :param keep_regex: @@ -22,7 +23,7 @@ def anonymize_regex(text, regex, by='ENTITY', tag='#', count=True, first=1, comp replace_dict = {} counter = len(set(r.group() for r in matches)) + first - 1 for r in matches[::-1]: - replace_by = f'{tag}{by}_{counter}{tag}' if count else f'{tag}{by}{tag}' + replace_by = f'{start_tag}{by}_{counter}{end_tag}' if count else f'{start_tag}{by}{end_tag}' if r.group() not in replace_dict.keys(): replace_dict.update({r.group(): replace_by}) counter -=1 @@ -31,16 +32,18 @@ def anonymize_regex(text, regex, by='ENTITY', tag='#', count=True, first=1, comp return {'text': text, 'replace_dict': replace_dict} | ({'regex': regex, 'matches': matches} if keep_regex else {}) -def create_names_regex(names_list): +def create_names_regex(names_list, boundary=r'\b'): """ :param names_list: :return: """ - return re.compile('|'.join(sorted(list(set(names_list)), key=len, reverse=True))) + if isinstance(names_list, re.Pattern): + return names_list + return re.compile(boundary + '|'.join(sorted(list(set(n for n in names_list if len(n) > 0)), key=len, reverse=True)) + boundary) -def update_result(result, new_result, keep_regex=False): +def _update_result(result, new_result, keep_regex=False): """ :param result: @@ -54,28 +57,49 @@ def update_result(result, new_result, keep_regex=False): return result -def anonymize_ahv(text, by='AHVNR', tag='#', count=True, first=1, keep_regex=False): +def _flip_replace_dict(replace_dict): + """ + + :param replace_dict: + :return: + """ + flipped_dict = {} + for key, value in replace_dict.items(): + if value not in flipped_dict: + flipped_dict[value] = {'matches': {key}, 'replacement': key} + else: + flipped_dict[value]['matches'].add(key) + # Determine the replacement based on length and lexicographical order + current_replacement = flipped_dict[value]['replacement'] + if len(key) > len(current_replacement) or (len(key) == len(current_replacement) and key < current_replacement): + flipped_dict[value]['replacement'] = key + return flipped_dict + + +def anonymize_ahv(text, by='AHVNR', start_tag='#', end_tag='#', count=True, first=1, keep_regex=False): """ :param text: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param keep_regex: :return: """ regex = re.compile(r'\b756\.\s?\d{4}\.\s?\d{4}\.\s?\d{2}\b') - return anonymize_regex(text, regex, by, tag, count, first, False, keep_regex) + return anonymize_regex(text, regex, by, start_tag, end_tag, count, first, False, keep_regex) -def anonymize_currency(text, by='CURRENCY', tag='#', count=True, first=1, currency_regex=CURRENCY_REGEX, +def anonymize_currency(text, by='CURRENCY', start_tag='#', end_tag='#', count=True, first=1, currency_regex=CURRENCY_REGEX, separator_regex=r"'|’| ", decimal_regex=r"\.", without_symbol=True, compare_lowercase=False, keep_regex=False): """ :param text: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param currency_regex: @@ -91,15 +115,19 @@ def anonymize_currency(text, by='CURRENCY', tag='#', count=True, first=1, curren regex = (r"\b(?:(?:" + currency_regex + r")(?: )*-?" + num + r")" # '(?: )*' was '(?:\s)* ' + r"|(?:-?" + num + "(?: )*(?:" + currency_regex + r")" # '(?: )*' was '(?:\s)* ' + (r"|-?(?:" + num + sep + r")+" + num if without_symbol else "") + r")(\b)?") - return anonymize_regex(text, re.compile(regex.lower() if compare_lowercase else regex), by, tag, count, first, + return anonymize_regex(text, re.compile(regex.lower() if compare_lowercase else regex), by, start_tag, end_tag, count, first, compare_lowercase, keep_regex) -def anonymize_dates(text, by='DATE', tag='#', count=True, first=1, lang='de', keep_regex=False): +def anonymize_dates(text, by='DATE', start_tag='#', end_tag='#', count=True, first=1, lang='de', keep_regex=False): """ :param text: :param date_dict: :param by: + :param start_tag: + :param end_tag: + :param count: + :param first: :param lang: :param compare_lowercase: :return: @@ -149,27 +177,28 @@ def anonymize_dates(text, by='DATE', tag='#', count=True, first=1, lang='de', ke match = regex.search(text, match.span()[1]) for k, v in matches.items(): text = re.sub(k, v, text) - result = anonymize_regex(text, r'\d{4}-\d{2}-\d{2}', by, tag, count, first, False, keep_regex) + result = anonymize_regex(text, r'\d{4}-\d{2}-\d{2}', by, start_tag, end_tag, count, first, False, keep_regex) result.update({'replace_dict': {k: result.get('replace_dict').get(v) for k, v in matches.items()}}) return result -def anonymize_email(text, by='EMAIL', tag='#', count=True, first=1, keep_regex=False): +def anonymize_email(text, by='EMAIL', start_tag='#', end_tag='#', count=True, first=1, keep_regex=False): """ :param text: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param keep_regex: :return: """ regex = re.compile(r'\b[\w\.-]+@[\w\.-]+\b') - return anonymize_regex(text, regex, by, tag, count, first, False, keep_regex) + return anonymize_regex(text, regex, by, start_tag, end_tag, count, first, False, keep_regex) -def anonymize_names(text, first_names_regex, last_names_regex, sep=r'[\s,\n]', by='NAME', tag='#', +def anonymize_names(text, first_names_regex, last_names_regex, sep=r'[\s,\n]', by='NAME', start_tag='#', end_tag='#', count=True, first=1, keep_regex=False): """ @@ -178,7 +207,8 @@ def anonymize_names(text, first_names_regex, last_names_regex, sep=r'[\s,\n]', b :param last_names_regex: :param sep: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param keep_regex: @@ -196,16 +226,17 @@ def _find_names(text, names_regex): rgx = rgx + [re.compile(r'\b(?:' + n + r')\b') for n in sorted(list(set(first_names + last_names)), key=len, reverse=True)] result = {'text': text, 'replace_dict': {}} | ({'regex': [], 'matches': []} if keep_regex else {}) for r in rgx: - result = update_result(result, anonymize_regex(result.get('text'), r, by=by, tag=tag, count=count, + result = _update_result(result, anonymize_regex(result.get('text'), r, by=by, start_tag=start_tag, end_tag=end_tag, count=count, first=first + len(result.get('replace_dict')), keep_regex=keep_regex)) return result -def anonymize_percentage(text, by='PERC', tag='#', count=True, first=1, keep_regex=False, decimal_regex=r'\.'): +def anonymize_percentage(text, by='PERC', start_tag='#', end_tag='#', count=True, first=1, keep_regex=False, decimal_regex=r'\.'): """ :param text: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param keep_regex @@ -213,14 +244,15 @@ def anonymize_percentage(text, by='PERC', tag='#', count=True, first=1, keep_reg :return: """ regex = r'(?:-?\d+(?:' + decimal_regex + r'\d+)? ?%)' - return anonymize_regex(text, re.compile(regex), by, tag, count, first, False, keep_regex) + return anonymize_regex(text, re.compile(regex), by, start_tag, end_tag, count, first, False, keep_regex) -def anonymize_phone(text, by='PHONE', tag='#', count=True, first=1, keep_regex=False, country_codes=COUNTRY_CODES_REGEX): +def anonymize_phone(text, by='PHONE', start_tag='#', end_tag='#', count=True, first=1, keep_regex=False, country_codes=COUNTRY_CODES_REGEX): """ :param text: :param by: - :param tag: + :param start_tag: + :param end_tag: :param count: :param first: :param keep_regex: @@ -229,11 +261,11 @@ def anonymize_phone(text, by='PHONE', tag='#', count=True, first=1, keep_regex=F """ regex = re.compile(r'(\b(00(' + country_codes + r')|0)|\B(\+(' + country_codes + r')))(\s?\(0\))?(\s)?[1-9]{2}([\s\/\-])?[0-9]{3}([\s\/\-])?[0-9]{2}([\s\/\-])?[0-9]{2}\b') - return anonymize_regex(text, regex, by, tag, count, first, False, keep_regex) + return anonymize_regex(text, regex, by, start_tag, end_tag, count, first, False, keep_regex) def anonymize_entities(text, by_ahv='AHV', by_phone='PHONE', by_currencies='CURRENCY', by_email='EMAIL', by_dates='DATE', by_names='NAME', - first_names=None, last_names=None, tag='#', count=True, first=1, keep_regex=False): + first_names=None, last_names=None, start_tag='#', end_tag='#', count=True, first=1, flip_replace_dict=True, keep_regex=False): """ :param text: @@ -243,30 +275,40 @@ def anonymize_entities(text, by_ahv='AHV', by_phone='PHONE', by_currencies='CURR :param by_email: :param by_dates: :param by_names: - :param first_names: - :param last_names: - :param tag: + :param first_names: list or precompiled regex + :param last_names: list or precompiled regex + :param start_tag: + :param end_tag: :param count: :param first: + :param flip_replace_dict: :param keep_regex: :return: """ result = {'text': text, 'replace_dict': {}} | ({'regex': [], 'matches': []} if keep_regex else {}) if by_ahv is not None: - update_result(result, anonymize_ahv(result.get('text'), by=by_ahv, tag=tag, count=count, first=first, keep_regex=keep_regex)) + _update_result(result, anonymize_ahv(result.get('text'), by=by_ahv, start_tag=start_tag, end_tag=end_tag, + count=count, first=first, keep_regex=keep_regex)) if by_phone is not None: - update_result(result, anonymize_phone(result.get('text'), by=by_phone, tag=tag, count=count, first=first, keep_regex=keep_regex)) + _update_result(result, anonymize_phone(result.get('text'), by=by_phone, start_tag=start_tag, end_tag=end_tag, + count=count, first=first, keep_regex=keep_regex)) if by_currencies is not None: - update_result(result, anonymize_currency(result.get('text'), by=by_currencies, tag=tag, count=count, - first=first, keep_regex=keep_regex)) + _update_result(result, anonymize_currency(result.get('text'), by=by_currencies, start_tag=start_tag, end_tag=end_tag, + count=count, first=first, keep_regex=keep_regex)) if by_email is not None: - update_result(result, anonymize_email(result.get('text'), by=by_email, tag=tag, count=count, first=first, keep_regex=keep_regex)) + _update_result(result, anonymize_email(result.get('text'), by=by_email, start_tag=start_tag, end_tag=end_tag, + count=count, first=first, keep_regex=keep_regex)) if by_dates is not None: - update_result(result, anonymize_dates(result.get('text'), by=by_dates, tag=tag, count=count, first=first, keep_regex=keep_regex)) + _update_result(result, anonymize_dates(result.get('text'), by=by_dates, start_tag=start_tag, end_tag=end_tag, + count=count, first=first, keep_regex=keep_regex)) if (by_names is not None) & (first_names is not None) & (last_names is not None): - first_names_regex, last_names_regex = create_names_regex(first_names), create_names_regex(last_names) - update_result(result, anonymize_names(result.get('text'), first_names_regex=first_names_regex, last_names_regex=last_names_regex, - by=by_names, tag=tag, count=count, first=first, keep_regex=keep_regex)) + first_names_regex = create_names_regex(first_names) + last_names_regex = create_names_regex(last_names) + _update_result(result, anonymize_names(result.get('text'), first_names_regex=first_names_regex, last_names_regex=last_names_regex, + by=by_names, start_tag=start_tag, end_tag=end_tag, count=count, first=first, + keep_regex=keep_regex)) + if flip_replace_dict: + result['replace_dict'] = _flip_replace_dict(result.get('replace_dict')) return result diff --git a/src/utils/trie.py b/src/utils/trie.py new file mode 100644 index 0000000..c8888aa --- /dev/null +++ b/src/utils/trie.py @@ -0,0 +1,63 @@ +import regex as re + + +class Trie(): + """Regex::Trie in Python. Creates a Trie out of a list of words. The trie can be exported to a Regex pattern. + The corresponding Regex should match much faster than a simple Regex union.""" + + def __init__(self): + self.data = {} + + def add(self, word): + ref = self.data + for char in word: + ref[char] = char in ref and ref[char] or {} + ref = ref[char] + ref[''] = 1 + + def dump(self): + return self.data + + def quote(self, char): + return re.escape(char) + + def _pattern(self, pData): + data = pData + if "" in data and len(data.keys()) == 1: + return None + + alt = [] + cc = [] + q = 0 + for char in sorted(data.keys()): + if isinstance(data[char], dict): + try: + recurse = self._pattern(data[char]) + alt.append(self.quote(char) + recurse) + except: + cc.append(self.quote(char)) + else: + q = 1 + cconly = not len(alt) > 0 + + if len(cc) > 0: + if len(cc) == 1: + alt.append(cc[0]) + else: + alt.append('[' + ''.join(cc) + ']') + + if len(alt) == 1: + result = alt[0] + else: + result = "(?:" + "|".join(alt) + ")" + + if q: + if cconly: + result += "?" + else: + result = "(?:%s)?" % result + return result + + def pattern(self): + return self._pattern(self.dump()) + \ No newline at end of file diff --git a/yoyomaskr.ipynb b/yoyomaskr.ipynb index eb73d44..4af183d 100644 --- a/yoyomaskr.ipynb +++ b/yoyomaskr.ipynb @@ -10,74 +10,69 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "909d787a51ea4b14b27a17a354aeb534", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - " 0%| | 0/2194 [00:00 0]\n", + " first_names_regex = create_names_regex(first_names)\n", + " with open('./data/first_names_regex.pkl', 'wb') as f:\n", + " dill.dump(first_names_regex, f)\n", + " first_trie = Trie()\n", + " for name in sorted([f for f in first_names if len(f) > 0], key=len, reverse=True):\n", + " first_trie.add(name)\n", + " first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", + " with open('./data/first_names_regex.pkl', 'wb') as f:\n", + " dill.dump(first_trie_regex, f)\n", "\n", - "with open('./data/last_names.txt') as f:\n", - " last_names = f.read().split('\\n')\n", + " with open('./data/last_names.txt') as f:\n", + " last_names = [l.strip() for l in f.read().split('\\n') if len(l.strip()) > 0]\n", + " last_names_regex = create_names_regex(last_names)\n", + " with open('./data/last_names_regex.pkl', 'wb') as f:\n", + " dill.dump(last_names_regex, f)\n", + " last_trie = Trie()\n", + " for name in sorted([l for l in last_names if len(l) > 0], key=len, reverse=True):\n", + " last_trie.add(name)\n", + " last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", + " with open('./data/last_names_trie_regex.pkl', 'wb') as f:\n", + " dill.dump(last_trie_regex, f)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import regex as re\n", + "from tqdm.auto import tqdm\n", + "from src.utils.regex import anonymize_entities\n", "\n", "with open('./sample_texts.txt') as f:\n", - " sample_texts = f.readlines()\n", + " sample_texts = f.read().split('\\n')\n", + "\n", + "last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", + "first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", "\n", - "result = [anonymize_entities(text, by_names='NAME', first_names=first_names, last_names=last_names) for text in tqdm(sample_texts[:])]\n", + "result = [anonymize_entities(text, by_names='NAME', first_names=first_trie_regex, last_names=last_trie_regex) for text in tqdm(sample_texts[:])]\n", "for i in range(len(result[:30])):\n", " print(result[i])" ] From 86cdb7b827379874710d2c6fc1f657735c2babfc Mon Sep 17 00:00:00 2001 From: Matthias Cullmann Date: Wed, 30 Oct 2024 13:06:08 +0100 Subject: [PATCH 2/6] clean up toml --- pyproject.toml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index d633bb9..7f92ae9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -26,11 +26,13 @@ gunicorn = "^0" python-dateutil = "^2.9.0.post0" tqdm = "^4.66.6" -[tool.poetry.dev-dependencies] +[tool.poetry.group.dev.dependencies] pytest = "^6.0" ruff = "^0.7" ipykernel = "^6.29.5" jupyter = "^1.1.1" +pytest-benchmark = "^5.0.1" +pyahocorasick = "^2.1.0" [tool.pytest.ini_options] minversion = "6.0" From 040afd2d8010177eea7fa670796f12a57dbd12d4 Mon Sep 17 00:00:00 2001 From: thomas Date: Wed, 30 Oct 2024 13:24:00 +0100 Subject: [PATCH 3/6] small fixes to ipynb, added flashtext2 --- data/first_names_regex.pkl | Bin 52358 -> 67848 bytes data/first_names_trie_regex.pkl | Bin 52358 -> 52358 bytes data/last_names_regex.pkl | Bin 216975 -> 216975 bytes data/last_names_trie_regex.pkl | Bin 171154 -> 171154 bytes pyproject.toml | 1 + yoyomaskr.ipynb | 40 +++++++++++++++++++++++++------- 6 files changed, 32 insertions(+), 9 deletions(-) diff --git a/data/first_names_regex.pkl b/data/first_names_regex.pkl 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index 4af183d..b0ce64e 100644 --- a/yoyomaskr.ipynb +++ b/yoyomaskr.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -20,9 +20,10 @@ "from src.utils.trie import Trie\n", "\n", "NAMES_FROM_PICKLE = False\n", + "USE_FULL = False\n", "\n", "if NAMES_FROM_PICKLE:\n", - " with open('./data/first_names__regex.pkl', 'rb') as f:\n", + " with open('./data/first_names_regex.pkl', 'rb') as f:\n", " first_names = dill.load(f)\n", " with open('./data/last_names_trie_regex.pkl', 'rb') as f:\n", " last_names = dill.load(f)\n", @@ -31,7 +32,7 @@ " with open('./data/last_names_trie_regex.pkl', 'rb') as f:\n", " last_names_trie = dill.load(f)\n", "else:\n", - " with open('./data/first_names.txt') as f:\n", + " with open(f'./data/first_names{\"_full\" if USE_FULL else \"\"}.txt') as f:\n", " first_names = [l.strip() for l in f.read().split('\\n') if len(l.strip()) > 0]\n", " first_names_regex = create_names_regex(first_names)\n", " with open('./data/first_names_regex.pkl', 'wb') as f:\n", @@ -40,10 +41,10 @@ " for name in sorted([f for f in first_names if len(f) > 0], key=len, reverse=True):\n", " first_trie.add(name)\n", " first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", - " with open('./data/first_names_regex.pkl', 'wb') as f:\n", + " with open('./data/first_names_trie_regex.pkl', 'wb') as f:\n", " dill.dump(first_trie_regex, f)\n", "\n", - " with open('./data/last_names.txt') as f:\n", + " with open(f'./data/last_names{\"_full\" if USE_FULL else \"\"}.txt') as f:\n", " last_names = [l.strip() for l in f.read().split('\\n') if len(l.strip()) > 0]\n", " last_names_regex = create_names_regex(last_names)\n", " with open('./data/last_names_regex.pkl', 'wb') as f:\n", @@ -53,7 +54,10 @@ " last_trie.add(name)\n", " last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", " with open('./data/last_names_trie_regex.pkl', 'wb') as f:\n", - " dill.dump(last_trie_regex, f)" + " dill.dump(last_trie_regex, f)\n", + "\n", + "with open('./sample_texts.txt') as f:\n", + " sample_texts = f.read().split('\\n')" ] }, { @@ -66,9 +70,6 @@ "from tqdm.auto import tqdm\n", "from src.utils.regex import anonymize_entities\n", "\n", - "with open('./sample_texts.txt') as f:\n", - " sample_texts = f.read().split('\\n')\n", - "\n", "last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", "first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", "\n", @@ -76,6 +77,27 @@ "for i in range(len(result[:30])):\n", " print(result[i])" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from flashtext2 import KeywordProcessor\n", + "from tqdm.auto import tqdm\n", + "\n", + "ln = KeywordProcessor(case_sensitive=True)\n", + "for name in last_names:\n", + " ln.add_keyword(name)\n", + "\n", + "fn = KeywordProcessor(case_sensitive=True)\n", + "for name in first_names:\n", + " fn.add_keyword(name)\n", + "\n", + "result = [{'text': text, 'first_names': fn.extract_keywords_with_span(text),\n", + " 'last_names': ln.extract_keywords_with_span(text)} for text in tqdm(sample_texts)]" + ] } ], "metadata": { From a43ccc3f86592c743c422207ca9494c9c633c545 Mon Sep 17 00:00:00 2001 From: thomas Date: Wed, 30 Oct 2024 13:30:34 +0100 Subject: [PATCH 4/6] update with trie and flashtext2 --- pyproject.toml | 1 + yoyomaskr.ipynb | 84 ++++++++++++++++++++++++++++++++++++++++++++----- 2 files changed, 77 insertions(+), 8 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index adc7403..219323f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -35,6 +35,7 @@ jupyter = "^1.1.1" pytest-benchmark = "^5.0.1" pyahocorasick = "^2.1.0" polars = "^1.12.0" +flashtext2 = "^1.1.0" [tool.pytest.ini_options] minversion = "6.0" diff --git a/yoyomaskr.ipynb b/yoyomaskr.ipynb index eb73d44..cd1076e 100644 --- a/yoyomaskr.ipynb +++ b/yoyomaskr.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 31, "metadata": {}, "outputs": [ { @@ -65,22 +65,90 @@ } ], "source": [ - "from tqdm.auto import tqdm\n", - "from src.utils.regex import anonymize_dates, anonymize_entities, create_names_regex\n", + "import dill\n", + "import regex as re\n", + "from src.utils.regex import create_names_regex\n", + "from src.utils.trie import Trie\n", + "\n", + "NAMES_FROM_PICKLE = False\n", + "USE_FULL = False\n", "\n", - "with open('./data/first_names.txt') as f:\n", - " first_names = f.read().split('\\n')\n", + "if NAMES_FROM_PICKLE:\n", + " with open('./data/first_names_regex.pkl', 'rb') as f:\n", + " first_names = dill.load(f)\n", + " with open('./data/last_names_trie_regex.pkl', 'rb') as f:\n", + " last_names = dill.load(f)\n", + " with open('./data/first_names_trie_regex.pkl', 'rb') as f:\n", + " first_names_trie = dill.load(f)\n", + " with open('./data/last_names_trie_regex.pkl', 'rb') as f:\n", + " last_names_trie = dill.load(f)\n", + "else:\n", + " with open(f'./data/first_names{\"_full\" if USE_FULL else \"\"}.txt') as f:\n", + " first_names = [l.strip() for l in f.read().split('\\n') if len(l.strip()) > 0]\n", + " first_names_regex = create_names_regex(first_names)\n", + " with open('./data/first_names_regex.pkl', 'wb') as f:\n", + " dill.dump(first_names_regex, f)\n", + " first_trie = Trie()\n", + " for name in sorted([f for f in first_names if len(f) > 0], key=len, reverse=True):\n", + " first_trie.add(name)\n", + " first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", + " with open('./data/first_names_trie_regex.pkl', 'wb') as f:\n", + " dill.dump(first_trie_regex, f)\n", "\n", - "with open('./data/last_names.txt') as f:\n", - " last_names = f.read().split('\\n')\n", + " with open(f'./data/last_names{\"_full\" if USE_FULL else \"\"}.txt') as f:\n", + " last_names = [l.strip() for l in f.read().split('\\n') if len(l.strip()) > 0]\n", + " last_names_regex = create_names_regex(last_names)\n", + " with open('./data/last_names_regex.pkl', 'wb') as f:\n", + " dill.dump(last_names_regex, f)\n", + " last_trie = Trie()\n", + " for name in sorted([l for l in last_names if len(l) > 0], key=len, reverse=True):\n", + " last_trie.add(name)\n", + " last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", + " with open('./data/last_names_trie_regex.pkl', 'wb') as f:\n", + " dill.dump(last_trie_regex, f)\n", "\n", "with open('./sample_texts.txt') as f:\n", - " sample_texts = f.readlines()\n", + " sample_texts = f.read().split('\\n')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import regex as re\n", + "from tqdm.auto import tqdm\n", + "from src.utils.regex import anonymize_entities\n", + "\n", + "last_trie_regex = re.compile(r'\\b' + last_trie.pattern() + r'\\b')\n", + "first_trie_regex = re.compile(r'\\b' + first_trie.pattern() + r'\\b')\n", "\n", "result = [anonymize_entities(text, by_names='NAME', first_names=first_names, last_names=last_names) for text in tqdm(sample_texts[:])]\n", "for i in range(len(result[:30])):\n", " print(result[i])" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from flashtext2 import KeywordProcessor\n", + "from tqdm.auto import tqdm\n", + "\n", + "ln = KeywordProcessor(case_sensitive=True)\n", + "for name in last_names:\n", + " ln.add_keyword(name)\n", + "\n", + "fn = KeywordProcessor(case_sensitive=True)\n", + "for name in first_names:\n", + " fn.add_keyword(name)\n", + "\n", + "result = [{'text': text, 'first_names': fn.extract_keywords_with_span(text),\n", + " 'last_names': ln.extract_keywords_with_span(text)} for text in tqdm(sample_texts)]" + ] } ], "metadata": { From afe1bd9a02ae6bb12a72eced6b376669d8bd6a07 Mon Sep 17 00:00:00 2001 From: robbizbal Date: Wed, 30 Oct 2024 13:35:59 +0100 Subject: [PATCH 5/6] "beautify" UI and add downloader --- Dockerfile | 3 ++ src/static/public/github-mark.svg | 1 + .../static/public/yo-yo-maskr-logo.svg | 0 src/static/scripts/downloader.js | 18 +++++++ src/static/scripts/{script.js => form.js} | 5 +- src/static/styles/colors.css | 3 ++ src/static/styles/style.css | 38 +++++++++++++++ src/templates/html/form.html | 47 +++++++++++++++---- 8 files changed, 104 insertions(+), 11 deletions(-) create mode 100644 src/static/public/github-mark.svg rename yo-yo-maskr-logo.svg => src/static/public/yo-yo-maskr-logo.svg (100%) create mode 100644 src/static/scripts/downloader.js rename src/static/scripts/{script.js => form.js} (73%) create mode 100644 src/static/styles/colors.css create mode 100644 src/static/styles/style.css diff --git a/Dockerfile b/Dockerfile index 72cb7aa..879b172 100644 --- a/Dockerfile +++ b/Dockerfile @@ -33,7 +33,10 @@ WORKDIR /app # set script permissions RUN chmod +x entrypoint.sh setup.sh +# create user RUN adduser -Ds /bin/bash anon && chown -R anon: /app + +# switch to user USER anon # run app setup script diff --git a/src/static/public/github-mark.svg b/src/static/public/github-mark.svg new file mode 100644 index 0000000..37fa923 --- /dev/null +++ b/src/static/public/github-mark.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/yo-yo-maskr-logo.svg b/src/static/public/yo-yo-maskr-logo.svg similarity index 100% rename from yo-yo-maskr-logo.svg rename to src/static/public/yo-yo-maskr-logo.svg diff --git a/src/static/scripts/downloader.js b/src/static/scripts/downloader.js new file mode 100644 index 0000000..3c84ccb --- /dev/null +++ b/src/static/scripts/downloader.js @@ -0,0 +1,18 @@ +document.getElementById('downloadBtn').addEventListener('click', function() { + // Get the content of the textarea + const foundEntities = document.getElementById('responseFieldEntities').value; + + // Create a Blob from the textarea content + const blob = new Blob([foundEntities], { type: 'application/json' }); + + // Create a link element + const link = document.createElement('a'); + link.href = URL.createObjectURL(blob); + link.download = 'yoyo-entities.json'; // Specify the file name + + // Programmatically click the link to trigger the download + link.click(); + + // Clean up and revoke the object URL + URL.revokeObjectURL(link.href); +}); diff --git a/src/static/scripts/script.js b/src/static/scripts/form.js similarity index 73% rename from src/static/scripts/script.js rename to src/static/scripts/form.js index b42b82e..be17906 100644 --- a/src/static/scripts/script.js +++ b/src/static/scripts/form.js @@ -22,11 +22,12 @@ document.getElementById('inputForm').addEventListener('submit', function(event) }) .then(text => { // Display the response in the textarea - document.getElementById('responseField').value = JSON.stringify(text, null, 2); // Format the JSON response + document.getElementById('responseFieldText').value = JSON.stringify(text.original_text, null, 2); // Format the JSON response + document.getElementById('responseFieldEntities').value = JSON.stringify(text.llm_entities, null, 2); // Format the JSON response }) .catch((error) => { console.error('Error:', error); // Handle any errors // Optionally display the error in the textarea - document.getElementById('responseField').value = 'Error: ' + error.message; + document.getElementById('responseFieldText').value = 'Error: ' + error.message; }); }); \ No newline at end of file diff --git a/src/static/styles/colors.css b/src/static/styles/colors.css new file mode 100644 index 0000000..064fb15 --- /dev/null +++ b/src/static/styles/colors.css @@ -0,0 +1,3 @@ +:root { + --background-body: rgb(240, 238, 238); +} \ No newline at end of file diff --git a/src/static/styles/style.css b/src/static/styles/style.css new file mode 100644 index 0000000..71c1aa9 --- /dev/null +++ b/src/static/styles/style.css @@ -0,0 +1,38 @@ +/* don't add color codes here. Use colors.css and add var(--var-name) here */ +body { + display: flex; + flex-direction: column; + min-height: 100vh; + margin: 0; +} + +main { + flex: 1; + background-color: var(--background-body) +} + +header { + min-height: 50px; + background: var(--background-body); + text-align: center; +} + +footer { + min-height: 50px; + background: var(--background-body); + text-align: center; + flex-direction: row; +} + +.logo { + width: 300px; + height: 300px; + text-align: center; +} + +.center-block { + display: block; + margin-left: auto; + margin-right: auto; + text-align: center; +} \ No newline at end of file diff --git a/src/templates/html/form.html b/src/templates/html/form.html index 57075be..0806476 100644 --- a/src/templates/html/form.html +++ b/src/templates/html/form.html @@ -3,20 +3,49 @@ - YoYo MaskR + YoYo MaskЯ + + -

Input:

-
- - -
+
+
+

YoYo MaskЯ

+ +
+
+ +
+
+

Input:

+
+ + +
+
-

Response:

- +
+

Initial Text:

+ +
+
+

Entities found:

+

+ +
+
+ + - + + From a05c40e1f98224e85773025bfc755d32219d9d63 Mon Sep 17 00:00:00 2001 From: thomas Date: Wed, 30 Oct 2024 13:40:34 +0100 Subject: [PATCH 6/6] updated pickle files --- data/first_names_regex.pkl | Bin 0 -> 67848 bytes data/first_names_trie_regex.pkl | Bin 0 -> 52358 bytes data/last_names_regex.pkl | Bin 0 -> 216975 bytes data/last_names_trie_regex.pkl | Bin 0 -> 171154 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/first_names_regex.pkl create mode 100644 data/first_names_trie_regex.pkl create mode 100644 data/last_names_regex.pkl create mode 100644 data/last_names_trie_regex.pkl diff --git a/data/first_names_regex.pkl b/data/first_names_regex.pkl new file mode 100644 index 0000000000000000000000000000000000000000..b78f861aaca8e1c32c2162f3942c63722ad364a8 GIT binary patch literal 67848 zcmZU+O>dlQdgs?nLQ1E{lVp)?f>~sd&B=Eti4;YOqGVD>Z5<2{6v+}S-`_x0k%Vtn=RKh3At!;9DBlgVsCn{M#@Y%#sQ z@$cQq`0CsGbN=aUazDDdntc0wd~-Hg_;ddJ|8@87?BU17!=KQ7K7Tg;bVGMT=kNG- 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