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betterem.py
Source:betterem.py 
1"""2Better Emphasis.3pymdownx.betterem4Add intelligent handling of to em and strong notations5MIT license.6Copyright (c) 2014 - 2017 Isaac Muse <isaacmuse@gmail.com>7Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated8documentation files (the "Software"), to deal in the Software without restriction, including without limitation9the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software,10and to permit persons to whom the Software is furnished to do so, subject to the following conditions:11The above copyright notice and this permission notice shall be included in all copies or substantial portions12of the Software.13THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED14TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL15THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF16CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER17DEALINGS IN THE SOFTWARE.18"""19from __future__ import absolute_import20from __future__ import unicode_literals21from markdown import Extension22from markdown.inlinepatterns import SimpleTagPattern, DoubleTagPattern23SMART_UNDER_CONTENT = r'((?:[^_]|_(?=\w|\s)|(?<=\s)_+?(?=\s))+?_*?)'24SMART_STAR_CONTENT = r'((?:[^\*]|\*(?=[^\W_]|\*|\s)|(?<=\s)\*+?(?=\s))+?\**?)'25SMART_UNDER_MIXED_CONTENT = r'((?:[^_]|_(?=\w)|(?<=\s)_+?(?=\s))+?_*)'26SMART_STAR_MIXED_CONTENT = r'((?:[^\*]|\*(?=[^\W_]|\*)|(?<=\s)\*+?(?=\s))+?\**)'27UNDER_CONTENT = r'(_|(?:(?<=\s)_|[^_])+?)'28UNDER_CONTENT2 = r'((?:[^_]|(?<!_)_(?=\w))+?)'29STAR_CONTENT = r'(\*|(?:(?<=\s)\*|[^\*])+?)'30STAR_CONTENT2 = r'((?:[^\*]|(?<!\*)\*(?=[^\W_]|\*))+?)'31# ***strong,em***32STAR_STRONG_EM = r'(\*{3})(?!\s)(\*{1,2}|[^\*]+?)(?<!\s)\2'33# ___strong,em___34UNDER_STRONG_EM = r'(_{3})(?!\s)(_{1,2}|[^_]+?)(?<!\s)\2'35# ***strong,em*strong**36STAR_STRONG_EM2 = r'(\*{3})(?![\s\*])%s(?<!\s)\*%s(?<!\s)\*{2}' % (STAR_CONTENT, STAR_CONTENT2)37# ___strong,em_strong__38UNDER_STRONG_EM2 = r'(_{3})(?![\s_])%s(?<!\s)_%s(?<!\s)_{2}' % (UNDER_CONTENT, UNDER_CONTENT2)39# ***em,strong**em*40STAR_EM_STRONG = r'(\*{3})(?![\s\*])%s(?<!\s)\*{2}%s(?<!\s)\*' % (STAR_CONTENT2, STAR_CONTENT)41# ___em,strong__em_42UNDER_EM_STRONG = r'(_{3})(?![\s_])%s(?<!\s)_{2}%s(?<!\s)_' % (UNDER_CONTENT2, UNDER_CONTENT)43# **strong**44STAR_STRONG = r'(\*{2})(?!\s)%s(?<!\s)\2' % STAR_CONTENT245# __strong__46UNDER_STRONG = r'(_{2})(?!\s)%s(?<!\s)\2' % UNDER_CONTENT247# *emphasis*48STAR_EM = r'(\*)(?!\s)%s(?<!\s)\2' % STAR_CONTENT49# _emphasis_50UNDER_EM = r'(_)(?!\s)%s(?<!\s)\2' % UNDER_CONTENT51# Smart rules for when "smart underscore" is enabled52# SMART: ___strong,em___53SMART_UNDER_STRONG_EM = r'(?<!\w)(_{3})(?![\s_])%s(?<!\s)\2(?!\w)' % SMART_UNDER_CONTENT54# ___strong,em_ strong__55SMART_UNDER_STRONG_EM2 = \56 r'(?<!\w)(_{3})(?![\s_])%s(?<!\s)_(?!\w)%s(?<!\s)_{2}(?!\w)' % (SMART_UNDER_MIXED_CONTENT, SMART_UNDER_CONTENT)57# ___em,strong__ em_58SMART_UNDER_EM_STRONG = \59 r'(?<!\w)(_{3})(?![\s_])%s(?<!\s)_{2}(?!\w)%s(?<!\s)_(?!\w)' % (SMART_UNDER_MIXED_CONTENT, SMART_UNDER_CONTENT)60# __strong__61SMART_UNDER_STRONG = r'(?<!\w)(_{2})(?![\s_])%s(?<!\s)\2(?!\w)' % SMART_UNDER_CONTENT62# SMART _em_63SMART_UNDER_EM = r'(?<!\w)(_)(?![\s_])%s(?<!\s)\2(?!\w)' % SMART_UNDER_CONTENT64# Smart rules for when "smart asterisk" is enabled65# SMART: ***strong,em***66SMART_STAR_STRONG_EM = r'(?:(?<=_)|(?<![\w\*]))(\*{3})(?![\s\*])%s(?<!\s)\2(?:(?=_)|(?![\w\*]))' % SMART_STAR_CONTENT67# ***strong,em* strong**68SMART_STAR_STRONG_EM2 = \69 r'(?:(?<=_)|(?<![\w\*]))(\*{3})(?![\s\*])%s(?<!\s)\*(?:(?=_)|(?![\w\*]))%s(?<!\s)\*{2}(?:(?=_)|(?![\w\*]))' % (70 SMART_STAR_MIXED_CONTENT, SMART_STAR_CONTENT71 )72# ***em,strong** em*73SMART_STAR_EM_STRONG = \74 r'(?:(?<=_)|(?<![\w\*]))(\*{3})(?![\s\*])%s(?<!\s)\*{2}(?:(?=_)|(?![\w\*]))%s(?<!\s)\*(?:(?=_)|(?![\w\*]))' % (75 SMART_STAR_MIXED_CONTENT, SMART_STAR_CONTENT76 )77# **strong**78SMART_STAR_STRONG = r'(?:(?<=_)|(?<![\w\*]))(\*{2})(?![\s\*])%s(?<!\s)\2(?:(?=_)|(?![\w\*]))' % SMART_STAR_CONTENT79# SMART *em*80SMART_STAR_EM = r'(?:(?<=_)|(?<![\w\*]))(\*)(?![\s\*])%s(?<!\s)\2(?:(?=_)|(?![\w\*]))' % SMART_STAR_CONTENT81class BetterEmExtension(Extension):82 """Add extension to Markdown class."""83 def __init__(self, *args, **kwargs):84 """Initialize."""85 self.config = {86 'smart_enable': ["underscore", "Treat connected words intelligently - Default: underscore"]87 }88 super(BetterEmExtension, self).__init__(*args, **kwargs)89 def extendMarkdown(self, md, md_globals):90 """Modify inline patterns."""91 # Not better yet, so let's make it better92 md.registerExtension(self)93 self.make_better(md)94 def make_better(self, md):95 """96 Configure all the pattern rules.97 This should be used instead of smart_strong package.98 pymdownx.extra should be used in place of markdown.extensions.extra.99 """100 config = self.getConfigs()101 enabled = config["smart_enable"]102 if enabled:103 enable_all = enabled == "all"104 enable_under = enabled == "underscore" or enable_all105 enable_star = enabled == "asterisk" or enable_all106 star_strong_em = SMART_STAR_STRONG_EM if enable_star else STAR_STRONG_EM107 under_strong_em = SMART_UNDER_STRONG_EM if enable_under else UNDER_STRONG_EM108 star_em_strong = SMART_STAR_EM_STRONG if enable_star else STAR_EM_STRONG109 under_em_strong = SMART_UNDER_EM_STRONG if enable_under else UNDER_EM_STRONG110 star_strong_em2 = SMART_STAR_STRONG_EM2 if enable_star else STAR_STRONG_EM2111 under_strong_em2 = SMART_UNDER_STRONG_EM2 if enable_under else UNDER_STRONG_EM2112 star_strong = SMART_STAR_STRONG if enable_star else STAR_STRONG113 under_strong = SMART_UNDER_STRONG if enable_under else UNDER_STRONG114 star_emphasis = SMART_STAR_EM if enable_star else STAR_EM115 under_emphasis = SMART_UNDER_EM if enable_under else UNDER_EM116 md.inlinePatterns["strong_em"] = DoubleTagPattern(star_strong_em, 'strong,em')117 md.inlinePatterns.add("strong_em2", DoubleTagPattern(under_strong_em, 'strong,em'), '>strong_em')118 md.inlinePatterns.link("em_strong", ">strong_em2")119 md.inlinePatterns["em_strong"] = DoubleTagPattern(star_em_strong, 'em,strong')120 md.inlinePatterns.add('em_strong2', DoubleTagPattern(under_em_strong, 'em,strong'), '>em_strong')121 md.inlinePatterns.add('strong_em3', DoubleTagPattern(star_strong_em2, 'strong,em'), '>em_strong2')122 md.inlinePatterns.add('strong_em4', DoubleTagPattern(under_strong_em2, 'strong,em'), '>strong_em3')123 md.inlinePatterns["strong"] = SimpleTagPattern(star_strong, 'strong')124 md.inlinePatterns.add("strong2", SimpleTagPattern(under_strong, 'strong'), '>strong')125 md.inlinePatterns["emphasis"] = SimpleTagPattern(star_emphasis, 'em')126 md.inlinePatterns["emphasis2"] = SimpleTagPattern(under_emphasis, 'em')127def makeExtension(*args, **kwargs):128 """Return extension."""...
helper.py
Source:helper.py
1from mongoengine import connect2import datetime3from PolygonTickData.HistoricOHLCgetter import HistoricOHLC4from PolygonTickData.Helper import Helper5import pandas as pd6tickerlist = list(pd.read_csv("../CSVFiles/tickerlist.csv").columns.values)7def fetchETFsWithSameIssuer(connection=None, Issuer=None):8 CollectionName = connection.ETF_db.ETFHoldings9 dataD = CollectionName.aggregate([10 {"$match": {11 'Issuer': Issuer12 }},13 {"$group": {14 "_id": "$ETFTicker",15 "FundHoldingsDate": {"$last": '$FundHoldingsDate'},16 "TotalAssetsUnderMgmt": {"$last": "$TotalAssetsUnderMgmt"},17 "ETFName": {"$last": "$ETFName"},18 }},19 {"$project": {20 "ETFTicker": "$_id",21 "FundHoldingsDate": "$FundHoldingsDate",22 "TotalAssetsUnderMgmt": "$TotalAssetsUnderMgmt",23 "ETFName": "$ETFName"24 }}25 ])26 ETFWithSameIssuer = []27 for item in dataD:28 etfTicker = item['ETFTicker']29 if etfTicker not in tickerlist:30 t = {'etfTicker': etfTicker, 'ETFName': item['ETFName'],31 'TotalAssetsUnderMgmt': "${:,.3f} M".format(item['TotalAssetsUnderMgmt'] / 1000)}32 ETFWithSameIssuer.append(t)33 return ETFWithSameIssuer34def fetchETFsWithSameETFdbCategory(connection=None, ETFdbCategory=None):35 CollectionName = connection.ETF_db.ETFHoldings36 # Find ETFs with same ETFdbCategory37 dataD = CollectionName.aggregate([38 {"$match": {39 'ETFdbCategory': ETFdbCategory40 }},41 {"$group": {42 "_id": "$ETFTicker",43 "FundHoldingsDate": {"$last": '$FundHoldingsDate'},44 "TotalAssetsUnderMgmt": {"$last": "$TotalAssetsUnderMgmt"},45 "ETFName": {"$last": "$ETFName"},46 }},47 {"$project": {48 "ETFTicker": "$_id",49 "FundHoldingsDate": "$FundHoldingsDate",50 "TotalAssetsUnderMgmt": "$TotalAssetsUnderMgmt",51 "ETFName": "$ETFName"52 }}53 ])54 ETFWithSameETFDBCategory = []55 for item in dataD:56 etfTicker = item['ETFTicker']57 if etfTicker not in tickerlist:58 ETFWithSameETFDBCategory.append({'etfTicker': etfTicker, 'ETFName': item['ETFName'],59 'TotalAssetsUnderMgmt': "${:,.3f} M".format(60 item['TotalAssetsUnderMgmt'] / 1000)})61 return ETFWithSameETFDBCategory62def fetchETFsWithSimilarTotAsstUndMgmt(connection=None, totalassetUnderManagement=None):63 CollectionName = connection.ETF_db.ETFHoldings64 # TotalAssetUnderMgmt for given ETF + 10%65 taumpos = totalassetUnderManagement * 1.5066 # TotalAssetUnderMgmt for given ETF - 10%67 taumneg = totalassetUnderManagement * 0.5068 # Find ETFs with TotalAssetUnderMgmt +/- 10% of given ETF's69 similar_taum_etfs = CollectionName.aggregate([70 {71 '$match': {72 'TotalAssetsUnderMgmt': {73 '$lte': taumpos,74 '$gte': taumneg75 }76 }77 }, {78 '$group': {79 '_id': '$ETFTicker',80 'FundHoldingsDate': {81 '$last': '$FundHoldingsDate'82 },83 'TotalAssetsUnderMgmt': {84 '$last': '$TotalAssetsUnderMgmt'85 },86 'ETFName': {87 '$last': '$ETFName'88 }89 }90 }, {91 '$project': {92 'ETFTicker': '$_id',93 'FundHoldingsDate': '$FundHoldingsDate',94 'TotalAssetsUnderMgmt': '$TotalAssetsUnderMgmt',95 'ETFName': '$ETFName'96 }97 }98 ])99 # List of Dicts100 ETFWithSameAssetUnderManagement = []101 for item in similar_taum_etfs:102 ETFWithSameAssetUnderManagement.append({'etfTicker': item['ETFTicker'], 'ETFName': item['ETFName'],103 'TotalAssetsUnderMgmt': "${:,.3f} M".format(104 item['TotalAssetsUnderMgmt'] / 1000)})105 return ETFWithSameAssetUnderManagement106def fetchOHLCHistoricalData(etfname=None, StartDate=None):107 ob = HistoricOHLC()108 data = ob.getopenlowhistoric(etfname=etfname, startdate=StartDate)109 del data['n']110 data.rename(columns={'v': 'volume',111 'o': 'open',112 'c': 'close',113 'h': 'high',114 'l': 'low',115 't': 'date'}, inplace=True)116 # Helper Class from PolygonTickData.Helper for converting uni timestamp to human timestamp117 helperObjTimeConversion = Helper()118 data['date'] = data['date'].apply(lambda x: helperObjTimeConversion.getHumanTime(ts=x, divideby=1000))...
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