recover algorithm to the better version
This commit is contained in:
Blade He
parent
d25bae936c
commit
7eba9a52ae
15
main.py
15
main.py
|
|
@ -564,8 +564,10 @@ def test_data_extraction_metrics():
|
|||
|
||||
|
||||
def test_mapping_raw_name():
|
||||
doc_id = "391456740"
|
||||
raw_name = "Robeco Multi Asset Sustainable D EUR"
|
||||
doc_id = "344636875"
|
||||
raw_fund_name = ""
|
||||
raw_share_name = ""
|
||||
raw_name = "Aberdeen Standard Alpha Global Loans I QInc USD"
|
||||
output_folder = r"/data/emea_ar/output/mapping_data/docs/by_text/"
|
||||
data_mapping = DataMapping(
|
||||
doc_id,
|
||||
|
|
@ -575,7 +577,9 @@ def test_mapping_raw_name():
|
|||
output_data_folder=output_folder,
|
||||
)
|
||||
mapping_info = data_mapping.matching_with_database(
|
||||
raw_name=raw_name, parent_id=None, matching_type="share"
|
||||
raw_name=raw_name,
|
||||
parent_id="FS0000DA0E",
|
||||
matching_type="share"
|
||||
)
|
||||
print(mapping_info)
|
||||
|
||||
|
|
@ -653,10 +657,11 @@ if __name__ == "__main__":
|
|||
"486378555",
|
||||
"506559375",
|
||||
"479793787",
|
||||
"333207452"
|
||||
"333207452",
|
||||
"471641628",
|
||||
]
|
||||
special_doc_id_list = check_mapping_doc_id_list
|
||||
# special_doc_id_list = ["333207452"]
|
||||
# special_doc_id_list = ["402181770"]
|
||||
output_mapping_child_folder = r"/data/emea_ar/output/mapping_data/docs/"
|
||||
output_mapping_total_folder = r"/data/emea_ar/output/mapping_data/total/"
|
||||
re_run_extract_data = False
|
||||
|
|
|
|||
|
|
@ -2,55 +2,6 @@ import re
|
|||
from copy import deepcopy
|
||||
from traceback import print_exc
|
||||
|
||||
|
||||
total_currency_list = [
|
||||
"USD",
|
||||
"EUR",
|
||||
"AUD",
|
||||
"JPY",
|
||||
"CHF",
|
||||
"GBP",
|
||||
"SEK",
|
||||
"CNY",
|
||||
"NZD",
|
||||
"CNH",
|
||||
"NOK",
|
||||
"SGD",
|
||||
"HKD",
|
||||
"ZAR",
|
||||
"PLN",
|
||||
"CAD",
|
||||
"CZK",
|
||||
"HUF",
|
||||
"DKK",
|
||||
"BRL",
|
||||
"SKK",
|
||||
"RON",
|
||||
"TRY",
|
||||
"BGN",
|
||||
"CUP",
|
||||
"MXN",
|
||||
"TOP",
|
||||
"ILS",
|
||||
"CLF",
|
||||
"XCD",
|
||||
"ISK",
|
||||
"IDR",
|
||||
"MNT",
|
||||
"AED",
|
||||
"AFN",
|
||||
"INR",
|
||||
"ESP",
|
||||
"RUB",
|
||||
"CLP",
|
||||
"KRW",
|
||||
"ETB",
|
||||
"DZD",
|
||||
"XEU",
|
||||
"XFO",
|
||||
]
|
||||
|
||||
|
||||
def add_slash_to_text_as_regex(text: str):
|
||||
if text is None or len(text) == 0:
|
||||
return text
|
||||
|
|
@ -68,49 +19,35 @@ def add_slash_to_text_as_regex(text: str):
|
|||
def clean_text(text: str) -> str:
|
||||
# text = text.lower()
|
||||
# update the specical character which begin with \u, e.g \u2004 or \u00a0 to be space
|
||||
text = re.sub(r"\\u[A-Z0-9a-z]{4}", " ", text)
|
||||
text = re.sub(r"( ){2,}", " ", text.strip())
|
||||
text = re.sub(r"\\u[A-Z0-9a-z]{4}", ' ', text)
|
||||
text = re.sub(r"( ){2,}", ' ', text.strip())
|
||||
return text
|
||||
|
||||
|
||||
def get_most_similar_name(
|
||||
text: str, name_list: list, pre_common_word_list: list = None
|
||||
) -> str:
|
||||
def get_most_similar_name(text: str, name_list: list, pre_common_word_list: list = None) -> str:
|
||||
"""
|
||||
Get the most similar fund name from fund_name_list by jacard similarity
|
||||
"""
|
||||
try:
|
||||
copy_fund_name_list = deepcopy(name_list)
|
||||
if (
|
||||
text is None
|
||||
or len(text.split()) == 0
|
||||
or copy_fund_name_list is None
|
||||
or len(copy_fund_name_list) == 0
|
||||
):
|
||||
if text is None or len(text.split()) == 0 or \
|
||||
copy_fund_name_list is None or len(copy_fund_name_list) == 0:
|
||||
return None, None
|
||||
|
||||
copy_fund_name_list = [
|
||||
replace_abbrevation(copy_fund_name)
|
||||
for copy_fund_name in copy_fund_name_list
|
||||
]
|
||||
|
||||
copy_fund_name_list = [
|
||||
replace_abbrevation(remove_special_characters(copy_fund_name))
|
||||
for copy_fund_name in copy_fund_name_list
|
||||
]
|
||||
copy_fund_name_list = [replace_abbrevation(copy_fund_name) for copy_fund_name
|
||||
in copy_fund_name_list]
|
||||
|
||||
# get common words in fund_name_list
|
||||
common_word_list = []
|
||||
if len(name_list) > 1:
|
||||
_, common_word_list = remove_common_word(copy_fund_name_list)
|
||||
if pre_common_word_list is not None and len(pre_common_word_list) > 0:
|
||||
common_word_list.extend(
|
||||
[word for word in pre_common_word_list if word not in common_word_list]
|
||||
)
|
||||
common_word_list.extend([word for word in pre_common_word_list
|
||||
if word not in common_word_list])
|
||||
|
||||
text = text.strip()
|
||||
text = remove_special_characters(text)
|
||||
text = replace_abbrevation(text)
|
||||
text = replace_abbrevation(remove_special_characters(text))
|
||||
text_splits = text.split()
|
||||
if len(text_splits) == 1:
|
||||
text = split_words_without_space(text)
|
||||
|
|
@ -128,46 +65,29 @@ def get_most_similar_name(
|
|||
# remove word in fund_name_list
|
||||
for i in range(len(copy_fund_name_list)):
|
||||
temp_splits = copy_fund_name_list[i].split()
|
||||
copy_fund_name_list[i] = " ".join(
|
||||
[
|
||||
split
|
||||
for split in temp_splits
|
||||
if remove_special_characters(split).lower() != word
|
||||
]
|
||||
)
|
||||
copy_fund_name_list[i] = ' '.join([split for split in temp_splits
|
||||
if remove_special_characters(split).lower() != word])
|
||||
|
||||
for i in range(len(copy_fund_name_list)):
|
||||
temp_splits = copy_fund_name_list[i].split()
|
||||
copy_fund_name_list[i] = " ".join(
|
||||
[
|
||||
split
|
||||
for split in temp_splits
|
||||
if remove_special_characters(split).lower()
|
||||
not in ["fund", "portfolio", "class", "share", "shares"]
|
||||
]
|
||||
)
|
||||
copy_fund_name_list[i] = ' '.join([split for split in temp_splits
|
||||
if remove_special_characters(split).lower() not in ['fund', 'portfolio', 'class', 'share', 'shares']])
|
||||
final_splits = []
|
||||
for split in new_splits:
|
||||
if split.lower() not in [
|
||||
"fund",
|
||||
"portfolio",
|
||||
"class",
|
||||
"share",
|
||||
"shares",
|
||||
]:
|
||||
if split.lower() not in ['fund', 'portfolio', 'class', 'share', 'shares']:
|
||||
final_splits.append(split)
|
||||
|
||||
text = " ".join(final_splits)
|
||||
text = ' '.join(final_splits)
|
||||
max_similarity = 0
|
||||
max_similarity_fund_name = None
|
||||
text = remove_special_characters(text)
|
||||
text, copy_fund_name_list = update_for_currency(text, copy_fund_name_list)
|
||||
for fund_name, copy_fund_name in zip(name_list, copy_fund_name_list):
|
||||
for fund_name, copy_fund_name in zip(name_list , copy_fund_name_list):
|
||||
copy_fund_name = remove_special_characters(copy_fund_name)
|
||||
copy_fund_name = split_words_without_space(copy_fund_name)
|
||||
similarity = get_jacard_similarity(
|
||||
text, copy_fund_name, need_remove_numeric_characters=False
|
||||
)
|
||||
similarity = get_jacard_similarity(text,
|
||||
copy_fund_name,
|
||||
need_remove_numeric_characters=False)
|
||||
if similarity > max_similarity:
|
||||
max_similarity = similarity
|
||||
max_similarity_fund_name = fund_name
|
||||
|
|
@ -185,6 +105,12 @@ def get_most_similar_name(
|
|||
def update_for_currency(text: str, compare_list: list):
|
||||
text_split = text.split()
|
||||
with_currency = False
|
||||
total_currency_list = ['USD', 'EUR', 'AUD', 'JPY', 'CHF', 'GBP', 'SEK', 'CNY',
|
||||
'NZD', 'CNH', 'NOK', 'SGD', 'HKD', 'ZAR', 'PLN', 'CAD',
|
||||
'CZK', 'HUF', 'DKK', 'BRL', 'SKK', 'RON', 'TRY', 'BGN',
|
||||
'CUP', 'MXN', 'TOP', 'ILS', 'CLF', 'XCD', 'ISK', 'IDR',
|
||||
'MNT', 'AED', 'AFN', 'INR', 'ESP', 'RUB', 'CLP', 'KRW',
|
||||
'ETB', 'DZD', 'XEU', 'XFO']
|
||||
for split in text_split:
|
||||
if split.upper() in total_currency_list:
|
||||
with_currency = True
|
||||
|
|
@ -212,7 +138,7 @@ def update_for_currency(text: str, compare_list: list):
|
|||
if len(without_currency_list) > 0:
|
||||
for index in without_currency_list:
|
||||
if last_split in compare_list[index].split():
|
||||
text = text + " " + "USD"
|
||||
text = text + ' ' + 'USD'
|
||||
updated = True
|
||||
break
|
||||
if not updated:
|
||||
|
|
@ -220,26 +146,23 @@ def update_for_currency(text: str, compare_list: list):
|
|||
for index in with_currency_list:
|
||||
compare_split = compare_list[index].split()
|
||||
if last_split in compare_split:
|
||||
current_currency_list = [
|
||||
split
|
||||
for split in compare_split
|
||||
if split.upper() in total_currency_list
|
||||
]
|
||||
current_currency_list = [split for split in compare_split
|
||||
if split.upper() in total_currency_list]
|
||||
if len(current_currency_list) > 0:
|
||||
currency_list.append(current_currency_list[-1])
|
||||
if len(currency_list) == 1:
|
||||
text = text + " " + currency_list[0]
|
||||
text = text + ' ' + currency_list[0]
|
||||
updated = True
|
||||
|
||||
for index in without_currency_list:
|
||||
compare_list[index] = compare_list[index] + " " + "USD"
|
||||
compare_list[index] = compare_list[index] + ' ' + 'USD'
|
||||
|
||||
if not updated:
|
||||
text = text + " " + "USD"
|
||||
text = text + ' ' + 'USD'
|
||||
return text, compare_list
|
||||
elif with_currency and len(without_currency_list) == 0:
|
||||
for index in without_currency_list:
|
||||
compare_list[index] = compare_list[index] + " " + "USD"
|
||||
compare_list[index] = compare_list[index] + ' ' + 'USD'
|
||||
return text, compare_list
|
||||
else:
|
||||
return text, compare_list
|
||||
|
|
@ -253,60 +176,35 @@ def remove_common_word(text_list: list):
|
|||
text = text.lower()
|
||||
text = remove_special_characters(text)
|
||||
text_splits = text.split()
|
||||
while "fund" in text_splits:
|
||||
text_splits.remove("fund")
|
||||
while "portfolio" in text_splits:
|
||||
text_splits.remove("portfolio")
|
||||
while "share" in text_splits:
|
||||
text_splits.remove("share")
|
||||
while "class" in text_splits:
|
||||
text_splits.remove("class")
|
||||
text = " ".join(text_splits)
|
||||
while 'fund' in text_splits:
|
||||
text_splits.remove('fund')
|
||||
while 'portfolio' in text_splits:
|
||||
text_splits.remove('portfolio')
|
||||
while 'share' in text_splits:
|
||||
text_splits.remove('share')
|
||||
while 'class' in text_splits:
|
||||
text_splits.remove('class')
|
||||
text = ' '.join(text_splits)
|
||||
new_text_list.append(text)
|
||||
# remove common word in new_text_list, such as 'Blackrock Global Fund' and 'Blackrock Growth Fund', then 'Blackrock', 'Fund' are common words
|
||||
# the result is ['Global', 'Growth']
|
||||
common_word_list = []
|
||||
new_text_splits_list = [text.split() for text in new_text_list]
|
||||
for i in range(len(new_text_splits_list)):
|
||||
for j in range(i + 1, len(new_text_splits_list)):
|
||||
for j in range(i+1, len(new_text_splits_list)):
|
||||
if common_word_list is None or len(common_word_list) == 0:
|
||||
common_word_list = list(
|
||||
set(new_text_splits_list[i]).intersection(
|
||||
set(new_text_splits_list[j])
|
||||
)
|
||||
)
|
||||
set(new_text_splits_list[i]).intersection(set(new_text_splits_list[j])))
|
||||
else:
|
||||
common_word_list = list(
|
||||
set(common_word_list).intersection(set(new_text_splits_list[j]))
|
||||
)
|
||||
set(common_word_list).intersection(set(new_text_splits_list[j])))
|
||||
common_word_list = list(set(common_word_list))
|
||||
|
||||
remove_list = []
|
||||
# if exists the share name and currency name, remove from the list
|
||||
for word in common_word_list:
|
||||
if word.upper() in total_currency_list:
|
||||
remove_list.append(word)
|
||||
for text in new_text_list:
|
||||
text_splits = text.split()
|
||||
if len(text_splits) < 4:
|
||||
continue
|
||||
# get last 3 words from text_splits
|
||||
last_three_words = text_splits[-3:]
|
||||
for word in common_word_list:
|
||||
if word not in remove_list and \
|
||||
word.upper() == word and \
|
||||
word in last_three_words:
|
||||
remove_list.append(word)
|
||||
for remove in remove_list:
|
||||
if remove in common_word_list:
|
||||
common_word_list.remove(remove)
|
||||
|
||||
for i in range(len(new_text_splits_list)):
|
||||
for common_word in common_word_list:
|
||||
if common_word in new_text_splits_list[i]:
|
||||
new_text_splits_list[i].remove(common_word)
|
||||
new_text_list = [" ".join(text_splits) for text_splits in new_text_splits_list]
|
||||
|
||||
new_text_list = [' '.join(text_splits)
|
||||
for text_splits in new_text_splits_list]
|
||||
return new_text_list, common_word_list
|
||||
|
||||
|
||||
|
|
@ -321,22 +219,21 @@ def split_words_without_space(text: str):
|
|||
# if len(splits) > 1:
|
||||
# return text
|
||||
# find all words with capital letter + lower letter
|
||||
regex = r"[A-Z][a-z]+"
|
||||
regex = r'[A-Z][a-z]+'
|
||||
word_list = re.findall(regex, text)
|
||||
if len(word_list) > 0:
|
||||
for word in word_list:
|
||||
text = text.replace(word, " " + word + " ")
|
||||
text = re.sub(r"(\s)+", " ", text)
|
||||
text = text.replace(word, ' ' + word + ' ')
|
||||
text = re.sub(r'(\s)+', ' ', text)
|
||||
return text.strip()
|
||||
|
||||
|
||||
def remove_special_characters(text):
|
||||
text = re.sub(r"[^a-zA-Z0-9\s]", " ", text)
|
||||
text = re.sub(r"\s+", " ", text)
|
||||
text = re.sub(r'[^a-zA-Z0-9\s]', ' ', text)
|
||||
text = re.sub(r'\s+', ' ', text)
|
||||
text = text.strip()
|
||||
return text
|
||||
|
||||
|
||||
def get_unique_words_text(text):
|
||||
text = remove_special_characters(text)
|
||||
text = text.lower()
|
||||
|
|
@ -344,24 +241,22 @@ def get_unique_words_text(text):
|
|||
text_split = list(set(text_split))
|
||||
# sort the list
|
||||
text_split.sort()
|
||||
return_text = " ".join(text_split)
|
||||
return_text = ' '.join(text_split)
|
||||
return return_text
|
||||
|
||||
|
||||
def remove_numeric_characters(text):
|
||||
# remove numeric characters
|
||||
text = re.sub(r"\d+", " ", text)
|
||||
text = re.sub(r"\s+", " ", text)
|
||||
text = re.sub(r'\d+', ' ', text)
|
||||
text = re.sub(r'\s+', ' ', text)
|
||||
text = text.strip()
|
||||
return text
|
||||
|
||||
|
||||
def get_jacard_similarity(
|
||||
text_left,
|
||||
def get_jacard_similarity(text_left,
|
||||
text_right,
|
||||
need_remove_special_characters=True,
|
||||
need_remove_numeric_characters=True,
|
||||
):
|
||||
need_remove_numeric_characters=True):
|
||||
if need_remove_special_characters:
|
||||
text_left = remove_special_characters(text_left)
|
||||
text_right = remove_special_characters(text_right)
|
||||
|
|
@ -379,7 +274,6 @@ def get_jacard_similarity(
|
|||
else:
|
||||
return 0
|
||||
|
||||
|
||||
def get_beginning_common_words(text_list: list):
|
||||
"""
|
||||
Get the beginning common words in text_list
|
||||
|
|
@ -404,89 +298,86 @@ def get_beginning_common_words(text_list: list):
|
|||
else:
|
||||
break
|
||||
|
||||
return " ".join(common_words_list).strip()
|
||||
|
||||
return ' '.join(common_words_list).strip()
|
||||
|
||||
def replace_abbrevation(text: str):
|
||||
if text is None or len(text.strip()) == 0:
|
||||
return text
|
||||
text = text.strip()
|
||||
if "swiss franc" in text.lower():
|
||||
text = re.sub(r"swiss\s+franc", "CHF", text, flags=re.IGNORECASE)
|
||||
elif "us dollar" in text.lower():
|
||||
text = re.sub(r"us\s+dollar", "USD", text, flags=re.IGNORECASE)
|
||||
elif "singapore dollar" in text.lower():
|
||||
text = re.sub(r"singapore\s+dollar", "SGD", text, flags=re.IGNORECASE)
|
||||
elif "hong kong dollar" in text.lower():
|
||||
text = re.sub(r"hong\s+kong\s+dollar", "HKD", text, flags=re.IGNORECASE)
|
||||
elif "hongkong dollar" in text.lower():
|
||||
text = re.sub(r"hongkong\s+dollar", "HKD", text, flags=re.IGNORECASE)
|
||||
elif "australian dollar" in text.lower():
|
||||
text = re.sub(r"australian\s+dollar", "AUD", text, flags=re.IGNORECASE)
|
||||
elif "japanese yen" in text.lower():
|
||||
text = re.sub(r"japanese\s+yen", "JPY", text, flags=re.IGNORECASE)
|
||||
elif "south african rand" in text.lower():
|
||||
text = re.sub(r"South\s+African\s+rand", "ZAR", text, flags=re.IGNORECASE)
|
||||
elif "canadian dollar" in text.lower():
|
||||
text = re.sub(r"canadian\s+dollar", "CAD", text, flags=re.IGNORECASE)
|
||||
elif "new zealand dollar" in text.lower():
|
||||
text = re.sub(r"new\s+zealand\s+dollar", "NZD", text, flags=re.IGNORECASE)
|
||||
elif "norwegian krone" in text.lower():
|
||||
text = re.sub(r"norwegian\s+krone", "NOK", text, flags=re.IGNORECASE)
|
||||
elif "danish krone" in text.lower():
|
||||
text = re.sub(r"danish\s+krone", "DKK", text, flags=re.IGNORECASE)
|
||||
elif "swedish krona" in text.lower():
|
||||
text = re.sub(r"swedish\s+krona", "SEK", text, flags=re.IGNORECASE)
|
||||
elif "swedish kronor" in text.lower():
|
||||
text = re.sub(r"swedish\s+kronor", "SEK", text, flags=re.IGNORECASE)
|
||||
elif "GPB" in text.split():
|
||||
text = re.sub(r"GPB", "GBP", text, flags=re.IGNORECASE)
|
||||
elif "sterling" in text.lower().split():
|
||||
text = re.sub(r"sterling", "GBP", text, flags=re.IGNORECASE)
|
||||
elif "euro" in text.lower().split():
|
||||
text = re.sub(r"euro", "EUR", text, flags=re.IGNORECASE)
|
||||
elif "€" in text.lower().split():
|
||||
text = re.sub(r"\€", "EUR", text, flags=re.IGNORECASE)
|
||||
elif "$" in text.lower().split():
|
||||
text = re.sub(r"\$", "USD", text, flags=re.IGNORECASE)
|
||||
elif "£" in text.lower().split():
|
||||
text = re.sub(r"\£", "GBP", text, flags=re.IGNORECASE)
|
||||
elif "RMB" in text.split():
|
||||
text = re.sub(r"RMB", "CNY", text, flags=re.IGNORECASE)
|
||||
if 'swiss franc' in text.lower():
|
||||
text = re.sub(r'swiss\s+franc', 'CHF', text, flags=re.IGNORECASE)
|
||||
elif 'us dollar' in text.lower():
|
||||
text = re.sub(r'us\s+dollar', 'USD', text, flags=re.IGNORECASE)
|
||||
elif 'singapore dollar' in text.lower():
|
||||
text = re.sub(r'singapore\s+dollar', 'SGD', text, flags=re.IGNORECASE)
|
||||
elif 'hong kong dollar' in text.lower():
|
||||
text = re.sub(r'hong\s+kong\s+dollar', 'HKD', text, flags=re.IGNORECASE)
|
||||
elif 'hongkong dollar' in text.lower():
|
||||
text = re.sub(r'hongkong\s+dollar', 'HKD', text, flags=re.IGNORECASE)
|
||||
elif 'australian dollar' in text.lower():
|
||||
text = re.sub(r'australian\s+dollar', 'AUD', text, flags=re.IGNORECASE)
|
||||
elif 'japanese yen' in text.lower():
|
||||
text = re.sub(r'japanese\s+yen', 'JPY', text, flags=re.IGNORECASE)
|
||||
elif 'south african rand' in text.lower():
|
||||
text = re.sub(r'South\s+African\s+rand', 'ZAR', text, flags=re.IGNORECASE)
|
||||
elif 'canadian dollar' in text.lower():
|
||||
text = re.sub(r'canadian\s+dollar', 'CAD', text, flags=re.IGNORECASE)
|
||||
elif 'new zealand dollar' in text.lower():
|
||||
text = re.sub(r'new\s+zealand\s+dollar', 'NZD', text, flags=re.IGNORECASE)
|
||||
elif 'norwegian krone' in text.lower():
|
||||
text = re.sub(r'norwegian\s+krone', 'NOK', text, flags=re.IGNORECASE)
|
||||
elif 'danish krone' in text.lower():
|
||||
text = re.sub(r'danish\s+krone', 'DKK', text, flags=re.IGNORECASE)
|
||||
elif 'swedish krona' in text.lower():
|
||||
text = re.sub(r'swedish\s+krona', 'SEK', text, flags=re.IGNORECASE)
|
||||
elif 'swedish kronor' in text.lower():
|
||||
text = re.sub(r'swedish\s+kronor', 'SEK', text, flags=re.IGNORECASE)
|
||||
elif 'sterling' in text.lower().split():
|
||||
text = re.sub(r'sterling', 'GBP', text, flags=re.IGNORECASE)
|
||||
elif 'euro' in text.lower().split():
|
||||
text = re.sub(r'euro', 'EUR', text, flags=re.IGNORECASE)
|
||||
elif '€' in text.lower().split():
|
||||
text = re.sub(r'\€', 'EUR', text, flags=re.IGNORECASE)
|
||||
elif '$' in text.lower().split():
|
||||
text = re.sub(r'\$', 'USD', text, flags=re.IGNORECASE)
|
||||
elif '£' in text.lower().split():
|
||||
text = re.sub(r'\£', 'GBP', text, flags=re.IGNORECASE)
|
||||
elif 'RMB' in text.lower().split():
|
||||
text = re.sub(r'RMB', 'CNY', text, flags=re.IGNORECASE)
|
||||
else:
|
||||
pass
|
||||
|
||||
text_splits = text.split()
|
||||
new_text_splits = []
|
||||
for split in text_splits:
|
||||
if split.lower() in ["acc", "acc."]:
|
||||
new_text_splits.append("Accumulation")
|
||||
elif split.lower() in ["inc", "inc."]:
|
||||
new_text_splits.append("Income")
|
||||
elif split.lower() in ["dist", "dist."]:
|
||||
new_text_splits.append("Distribution")
|
||||
elif split.lower() in ["inv", "inv."]:
|
||||
new_text_splits.append("Investor")
|
||||
elif split.lower() in ["inst", "inst.", "institution"]:
|
||||
new_text_splits.append("Institutional")
|
||||
elif split.lower() in ["cap", "cap."]:
|
||||
new_text_splits.append("Capitalisation")
|
||||
elif split.lower() in ["adm", "adm."]:
|
||||
new_text_splits.append("Admin")
|
||||
elif split.lower() in ["adv", "adv."]:
|
||||
new_text_splits.append("Advantage")
|
||||
elif split.lower() in ["hdg", "hgd", "hdg.", "hgd.", "(h)"]:
|
||||
new_text_splits.append("Hedged")
|
||||
elif split.lower() in ["cl", "cl."]:
|
||||
new_text_splits.append("Class")
|
||||
elif split.lower() in ["ser", "ser."]:
|
||||
new_text_splits.append("Series")
|
||||
elif split.lower() in ["u.s."]:
|
||||
new_text_splits.append("US")
|
||||
elif split.lower() in ["nc", "nc."]:
|
||||
new_text_splits.append("no trail")
|
||||
if split.lower() in ['acc', 'acc.']:
|
||||
new_text_splits.append('Accumulation')
|
||||
elif split.lower() in ['inc', 'inc.']:
|
||||
new_text_splits.append('Income')
|
||||
elif split.lower() in ['dist', 'dist.']:
|
||||
new_text_splits.append('Distribution')
|
||||
elif split.lower() in ['inv', 'inv.']:
|
||||
new_text_splits.append('Investor')
|
||||
elif split.lower() in ['inst', 'inst.', 'institution']:
|
||||
new_text_splits.append('Institutional')
|
||||
elif split.lower() in ['cap', 'cap.']:
|
||||
new_text_splits.append('Capitalisation')
|
||||
elif split.lower() in ['adm', 'adm.']:
|
||||
new_text_splits.append('Admin')
|
||||
elif split.lower() in ['adv', 'adv.']:
|
||||
new_text_splits.append('Advantage')
|
||||
elif split.lower() in ['hdg', 'hgd', 'hdg.', 'hgd.', '(h)']:
|
||||
new_text_splits.append('Hedged')
|
||||
elif split.lower() in ['cl', 'cl.']:
|
||||
new_text_splits.append('Class')
|
||||
elif split.lower() in ['ser', 'ser.']:
|
||||
new_text_splits.append('Series')
|
||||
elif split.lower() in ['u.s.']:
|
||||
new_text_splits.append('US')
|
||||
elif split.lower() in ['nc', 'nc.']:
|
||||
new_text_splits.append('no trail')
|
||||
else:
|
||||
new_text_splits.append(split)
|
||||
|
||||
new_text = " ".join(new_text_splits)
|
||||
new_text = ' '.join(new_text_splits)
|
||||
return new_text
|
||||
Loading…
Reference in New Issue