From 5c4358add0e68506f76b7f6f6d6c140b5850fe08 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:43:07 +0200 Subject: [PATCH 01/64] source files added --- wordstats/__init__.py | 3 + .../denl/edit_distance_rules/rules.txt | 0 wordstats/word_distance.py | 145 ++++++++++++++++++ 3 files changed, 148 insertions(+) create mode 100644 wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt create mode 100644 wordstats/word_distance.py diff --git a/wordstats/__init__.py b/wordstats/__init__.py index 7cedb2d..9379206 100644 --- a/wordstats/__init__.py +++ b/wordstats/__init__.py @@ -6,6 +6,9 @@ # them when it does the reflection thing to create the DB tables from .word_info import WordInfo from .language_info import LanguageInfo +from .cognate_info import CognateInfo +from .getchunix import _Getch +from .word_distance import WordDistance # Create all tables in the engine. equivalent to "Create Table" in SQL Base.metadata.create_all(BaseService.engine) diff --git a/wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt b/wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt new file mode 100644 index 0000000..e69de29 diff --git a/wordstats/word_distance.py b/wordstats/word_distance.py new file mode 100644 index 0000000..8f06dd9 --- /dev/null +++ b/wordstats/word_distance.py @@ -0,0 +1,145 @@ +import codecs +import configparser +from .cognate_files_path import * + +class WordDistance(object): + def __init__(self): + self.replace_distance = 1 + self.add_distance = 1 + self.threshold = 0.3 + self.rules = [] + + @classmethod + def loadConfig(cls, language_ids, method_name): + + language_code_path = path_of_cognate_parameters(language_ids, method_name) + + return cls.load_from_path(language_code_path) + + + @classmethod + def load_from_path(cls, path): + + new_WordDistance = cls() + + config = configparser.ConfigParser() + + try: + config.read(path) + except FileNotFoundError: + print(path, " not found. Supply configuration file with arguments.") + + new_WordDistance.replace_distance = int(config['DISTANCE']['ReplaceDistance']) + new_WordDistance.add_distance = int(config['DISTANCE']['AddDistance']) + new_WordDistance.threshold = float(config['THRESHOLD']['Threshold']) + + return new_WordDistance + + def load_rules(self, language_ids, method_name): + + path = path_of_cognate_rules(language_ids, method_name) + + self.load_rules_from_path(path) + + + def load_rules_from_path(self, path): + + lines = [] + try: + with codecs.open(path, encoding="utf8") as words_file: + lines = words_file.read().splitlines() + + except FileNotFoundError: + print("rules.txt not found, assumed empty.") + + self.rules = [] + for line in lines: + words = line.split() + self.rules.append((words[0],words[1])) + + + def edit_distance(self, word1: str, word2: str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + distance = 0 + for i in range(len(wordShortest)): + if wordLongest[i] is not wordShortest[i]: + distance += self.replace_distance + + for i in range(len(wordShortest), len(wordLongest)): + distance += self.add_distance + + distance /= len(wordLongest) + + if distance < self.threshold: + return True + else: + False + + def edit_distance_fuzzy(self, word1: str, word2: str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + distance = 0 + for i in range(len(wordShortest)): + if wordLongest[i] is not wordShortest[i]: + distance += self.replace_distance + + for i in range(len(wordShortest), len(wordLongest)): + distance += self.add_distance + + return distance / len(wordLongest) + + def edit_distance_absolute(self, word1: str, word2: str): + + if word1 == word2: + return True + else: + False + + def edit_distance_rules(self, word1: str, word2: str): + + #1: iterate over rules + #2: find a substring in word1 containing the left side of the rule + #3: register occurence + #4: + + + # go over all possibilities using backtracking + # in order to avoid infinitely warping a word the changed part of the word is marked + # and cant be changed again + + min_dist = self.edit_distance_rules_rec(word1,word2,0) + if min_dist < self.threshold: + return True + else: + False + + + def edit_distance_rules_rec(self, word1:str, word2:str, word1marker): + + minDist = self.edit_distance_fuzzy(word1, word2) + + #stop when end of word is reached + if word1marker >= len(word1): + return minDist + + #recursion step, no adjustment + minDist = min(minDist, self.edit_distance_rules_rec(word1,word2,word1marker+1)) + + # recursion step, adjust word by a rule + for rule in self.rules: + if word1.find(rule[0],word1marker) == word1marker: + + minDist = min(minDist, + self.edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1),word2, word1marker+len(rule[1]))) + + return minDist + + + + + + + From 5df18393b5ba2ad3ff28a1bd36e1a5d812255284 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:43:46 +0200 Subject: [PATCH 02/64] path global parameters added --- wordstats/config.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/wordstats/config.py b/wordstats/config.py index d351ab3..12eea97 100644 --- a/wordstats/config.py +++ b/wordstats/config.py @@ -6,5 +6,10 @@ db_uri += '?charset=utf8' DATA_FOLDER= 'language_data/hermitdave/2016' +DATA_FOLDER_COGNATES= 'language_data/cognates' +BLACKLIST= 'blacklist' +WHITELIST= 'whitelist' +RULES= 'rules' +CANDIDATES= 'candidates' -MAX_WORDS = 10000 \ No newline at end of file +MAX_WORDS = 1000 \ No newline at end of file From 239b3964dadd710cd85e8e9aef36fa3a71dd7790 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:46:57 +0200 Subject: [PATCH 03/64] class for creating distance measure --- wordstats/word_distance.py | 36 +++++++++++------------------------- 1 file changed, 11 insertions(+), 25 deletions(-) diff --git a/wordstats/word_distance.py b/wordstats/word_distance.py index 8f06dd9..363deba 100644 --- a/wordstats/word_distance.py +++ b/wordstats/word_distance.py @@ -9,6 +9,8 @@ def __init__(self): self.threshold = 0.3 self.rules = [] + # load configuration given language combination code and method name, configuration file assumed to be + # in the associated folder @classmethod def loadConfig(cls, language_ids, method_name): @@ -35,6 +37,7 @@ def load_from_path(cls, path): return new_WordDistance + # load rules from rules.txt located in associated folder def load_rules(self, language_ids, method_name): path = path_of_cognate_rules(language_ids, method_name) @@ -58,26 +61,17 @@ def load_rules_from_path(self, path): self.rules.append((words[0],words[1])) - def edit_distance(self, word1: str, word2: str): - - wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + # traditional thresholded edit_distance + def edit_distance_thresholded(self, word1: str, word2: str): - distance = 0 - for i in range(len(wordShortest)): - if wordLongest[i] is not wordShortest[i]: - distance += self.replace_distance - - for i in range(len(wordShortest), len(wordLongest)): - distance += self.add_distance - - distance /= len(wordLongest) + distance = self.edit_distance(word1, word2) if distance < self.threshold: return True else: False - def edit_distance_fuzzy(self, word1: str, word2: str): + def edit_distance(self, word1: str, word2: str): wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) @@ -91,6 +85,7 @@ def edit_distance_fuzzy(self, word1: str, word2: str): return distance / len(wordLongest) + # cognate assuming a perfect match def edit_distance_absolute(self, word1: str, word2: str): if word1 == word2: @@ -98,28 +93,19 @@ def edit_distance_absolute(self, word1: str, word2: str): else: False + # edit_distance including rules for substitution def edit_distance_rules(self, word1: str, word2: str): - #1: iterate over rules - #2: find a substring in word1 containing the left side of the rule - #3: register occurence - #4: - - - # go over all possibilities using backtracking - # in order to avoid infinitely warping a word the changed part of the word is marked - # and cant be changed again - min_dist = self.edit_distance_rules_rec(word1,word2,0) if min_dist < self.threshold: return True else: False - + # recursive part of rule substitution edit distance def edit_distance_rules_rec(self, word1:str, word2:str, word1marker): - minDist = self.edit_distance_fuzzy(word1, word2) + minDist = self.edit_distance(word1, word2) #stop when end of word is reached if word1marker >= len(word1): From f124d5d2de7262ef4f5d4d9a5f80c5758f5607c6 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:48:43 +0200 Subject: [PATCH 04/64] collection of functions for retrieving files --- wordstats/cognate_files_path.py | 74 +++++++++++++++++++++++++++++++++ 1 file changed, 74 insertions(+) create mode 100644 wordstats/cognate_files_path.py diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py new file mode 100644 index 0000000..256a712 --- /dev/null +++ b/wordstats/cognate_files_path.py @@ -0,0 +1,74 @@ +# "hermit dave" has a nice repository of word frequencies +# computed for many languages based on movie subtitles + +from .config import DATA_FOLDER_COGNATES, WHITELIST, BLACKLIST, RULES, CANDIDATES +import os +import codecs + + + +def path_of_cognate_languages(languageFrom, languageTo): + alphabetReorder = sorted(languageFrom, languageTo) + + return path_of_cognate_languages(alphabetReorder[0] + alphabetReorder[1]) + +def path_of_cognate_languages(language_ids): + package_directory = os.path.dirname(os.path.abspath(__file__)) + file_path = package_directory + os.sep + "{0}{1}{2}".format(DATA_FOLDER_COGNATES, os.sep ,language_ids) + + return file_path + +def path_of_cognate_candidates(language_ids, method_name): + + return path_to_cognate_file(language_ids, CANDIDATES, method_name) + + +def path_of_cognate_blacklist(language_ids): + + return path_to_cognate_file(language_ids, BLACKLIST) + + +def path_of_cognate_whitelist(language_ids): + + return path_to_cognate_file(language_ids, WHITELIST) + +def path_of_cognate_parameters(language_ids, method_name): + + file_path = path_of_cognate_languages(language_ids) + os.sep + \ + method_name + os.sep + method_name + "-params.cfg" + + os.makedirs(os.path.dirname(file_path), exist_ok=True) + + return file_path + + +def path_of_cognate_rules(language_ids, method_name): + + return path_to_cognate_file(language_ids, RULES, method_name) + +def path_to_cognate_file(language_ids, file_name, method_name = ""): + + file_path = path_of_cognate_languages(language_ids) + os.sep + if method_name is not "": + file_path += method_name + os.sep + file_path += file_name + ".txt" + + os.makedirs(os.path.dirname(file_path), exist_ok=True) + + return file_path + +def load_from_path(path): + + try: + with codecs.open(path, encoding="utf8") as file: + content = file.read() + + except FileNotFoundError: + print(path + " not found, assumed empty.") + + return content + +def save_to_file(path, content): + with codecs.open(path, encoding="utf8", mode="w") as words_file: + words_file.write(content) + From 34baa4869a9f9ea5416655319385f9c3897beca2 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:49:22 +0200 Subject: [PATCH 05/64] for creating candidate/blacklist/whitelist.txt --- wordstats/cognate_info.py | 186 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 186 insertions(+) create mode 100644 wordstats/cognate_info.py diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py new file mode 100644 index 0000000..f367e20 --- /dev/null +++ b/wordstats/cognate_info.py @@ -0,0 +1,186 @@ +import codecs +import os +from datetime import datetime + +from sqlalchemy import Table +import configparser +from .word_info import WordInfo, UnknownWordInfo +from .utils.mem_footprint import total_size +from .base_service import BaseService, Base +from .config import MAX_WORDS +from .metrics_computers import * +from .cognate_files_path import * +from .getchunix import read_single_keypress + + +class CognateInfo(object): + def __init__(self, language_ids, method_name): + self.language_ids = language_ids + self.whitelist = [] + self.candidates = [] + self.blacklist = [] + self.rules = [] + self.method_name = method_name + + def all_blacklist(self): + return self.blacklist.items() + + def all_whitelist(self): + return self.whitelist.items() + + def all_rules(self): + return self.rules.items() + + def __getitem__(self, key): + return self.get(key) + + + # also save new dicts + @classmethod + def load_from_path(cls, language_ids, method_name= ""): + """ + Loads cognate information given the cognate code (e.g. ennl) and method_name + Loads the word info from the given file + where the format expected are two words per line separated by a whitespace e.g. + + die die + was was + er er + in in + ja ja + ... + + :param cognate_code: + :param method_name: + :return: + """ + + new_registry = cls(language_ids, method_name) + + language_code_path = path_of_cognate_whitelist(language_ids) + new_registry.whitelist = load_from_path(language_code_path).splitlines() + + language_code_path = path_of_cognate_blacklist(language_ids) + new_registry.blacklist = load_from_path(language_code_path).splitlines() + + language_code_path = path_of_cognate_candidates(language_ids, method_name) + new_registry.candidates = load_from_path(language_code_path).splitlines() + + return new_registry + + def save_candidates(self): + + language_code_path = path_of_cognate_candidates(self.language_ids, self.method_name) + save_to_file(language_code_path, '\n'.join(self.candidates)) + + def save_evaluation(self): + + language_code_path = path_of_cognate_whitelist(self.language_ids) + save_to_file(language_code_path, '\n'.join(self.whitelist)) + + language_code_path = path_of_cognate_blacklist(self.language_ids) + save_to_file(language_code_path, '\n'.join(self.blacklist)) + + # generates candidates based on distance function func and word lists + def apply_distance_metric(self, wordlist1, wordlist2, func): + + for w1 in wordlist1: + newlist = list(filter(lambda x: len(x)>0 , map(lambda w: w1 + ' ' + w if func(w1, w) else "", wordlist2))) + self.candidates.extend(newlist) + + # note: only executable in terminal, reactive to one-key stroke + def start_quiz(self): + print(self.language_ids) + print("y: whitelist") + print("q: quit") + print("other: blacklist") + + for cognate in self.candidates: + print(cognate) + + char = read_single_keypress() + + if char == 'y': + self.whitelist.append(cognate) + elif char == 'q': + break + else: + self.blacklist.append(cognate) + + + + + # TODO: implement load and cache from /to db + @classmethod + def load_from_db(cls, cognate_code, method_name= ""): + """ + Assumes the ~./word_info file contains + information about how to connect to the + database. Also, assumes the database contains + the information. + + :param language_id: + :return: + """ + + new_registry = cls(cognate_code, method_name= "") + + all_word_info_items = WordInfo.find_all(cognate_code) + + for each in all_word_info_items: + new_registry.word_info_dict[each.word] = each + + return new_registry + + def cache_to_db(self): + """ + Useful to save the informations about a given language + in the DB. Loading from the DB is faster than from file. + See the tests file + :return: + """ + + def clear_corresponding_entries_in_db(self): + table = Table('word_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) + words = BaseService.session.query(table).filter(table.c.language_id == self.language_id) + words.delete(synchronize_session=False) + + clear_corresponding_entries_in_db(self) + for word_info in list(self.word_info_dict.values()): + BaseService.session.add(word_info) + BaseService.session.commit() + + # Everything that follows is private + def print_load_stats(self, a, b): + memory_footprint = total_size(self.blacklist, set()) / 1024 / 1024 + print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.language_ids, b - a, + len(self.blacklist)))) + print(("Required memory for the {0} registry: {1}MB".format(self.language_ids, memory_footprint))) + + @classmethod + def profile_load_from_db(cls, language_id, output=False): + + a = datetime.now() + new_registry = cls.load_from_db(language_id) + b = datetime.now() + if output: + new_registry.print_load_stats(a, b) + + return b - a + + @classmethod + def profile_load_from_file(cls, cognate_code, method_name= "", output=False): + + a = datetime.now() + new_registry = cls.load_from_file(cognate_code, method_name= "") + b = datetime.now() + if output: + new_registry.print_load_stats(a, b) + + return b - a + + + + + + From 41348b1ace126eb985cec277deaa2445b83fc36a Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:50:27 +0200 Subject: [PATCH 06/64] reactive input listener with no need for ENTER --- wordstats/getchunix.py | 120 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 wordstats/getchunix.py diff --git a/wordstats/getchunix.py b/wordstats/getchunix.py new file mode 100644 index 0000000..1497a0b --- /dev/null +++ b/wordstats/getchunix.py @@ -0,0 +1,120 @@ +import sys + +class _Getch: + """Gets a single character from standard input.""" + def __init__(self): + try: + self.impl = _GetchWindows() + except ImportError: + self.impl = _GetchUnix() + + def __call__(self): + return self.impl() + + +class _GetchUnix: + def __init__(self): + import tty + + def __call__(self): + import tty, termios + fd = sys.stdin.fileno() + old_settings = termios.tcgetattr(fd) + try: + tty.setraw(sys.stdin.fileno()) + ch = sys.stdin.read(1) + finally: + termios.tcsetattr(fd, termios.TCSADRAIN, old_settings) + return ch + + +class _GetchWindows: + def __init__(self): + import msvcrt + + def __call__(self): + import msvcrt + return msvcrt.getch() + + +parsenum = (lambda num: + (sys.maxsize if 0 > num else num)) + + +def read_single_keypress(): + """interface for _Getch that interprets backspace and DEL properly""" + getch = _Getch() + x = getch.__call__() + ox = ord(x) + if ox == 27 or ox == 127: + sys.stdout.write(chr(8)) + sys.stdout.write(chr(32)) # hacky? indeed. does it *work*? hell yeah! + sys.stdout.write(chr(8)) + + elif ox == 3: raise KeyboardInterrupt + elif ox == 4: raise EOFError + return x + + +def nbsp(x, y): + """append x to y as long as x is not DEL or backspace""" + if ord(x) == 27 or ord(x) == 127: + try: + y.pop() + except IndexError: + pass + return y + y.append(x) + return y + + +def thismany(count=-1) -> str: + """get exactly count chars of stdin""" + y = [] + count = parsenum(count) + while len(y) <= count: + i = read_single_keypress() + _ = sys.stdout.write(i) + sys.stdout.flush() + y = nbsp(i, y) + return "".join(y) + + +def until(chars, count=-1) -> str: + """get chars of stdin until any of chars is read, + or until count chars have been read, whichever comes first""" + y = [] + chars = list(chars) + count = parsenum(count) + while len(y) <= count: + i = read_single_keypress() + _ = sys.stdout.write(i) + sys.stdout.flush() + if i in chars: + break + y = nbsp(i, y) + return "".join(y) + + +def until_not(chars, count=-1) -> str: + """read stdin until any of chars stop being read, + or until count chars have been read; whichever comes first""" + y = [] + chars = list(chars) + count = parsenum(count) + while len(y) <= count: + i = read_single_keypress() + _ = sys.stdout.write(i) + sys.stdout.flush() + if i not in chars: + break + y = nbsp(i, y) + return "".join(y) + + +def pretty_press() -> str: + """literally just read any fancy char from stdin let caller do whatever""" + i = read_single_keypress() + _ = sys.stdout.write(i) + sys.stdout.flush() + return nbsp(i, y) \ No newline at end of file From e75b93ddbecdf9b8acf687588985e44c3f8ea3f3 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 16:50:48 +0200 Subject: [PATCH 07/64] some tests for cognate_info --- wordstats/tests/test_cognate.py | 46 +++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 wordstats/tests/test_cognate.py diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py new file mode 100644 index 0000000..aba7eb9 --- /dev/null +++ b/wordstats/tests/test_cognate.py @@ -0,0 +1,46 @@ +from unittest import TestCase + +from wordstats.loading_from_hermit import load_language_from_hermit +from wordstats.word_distance import WordDistance + +from wordstats.cognate_info import CognateInfo + +class CognateTests(TestCase): + + @classmethod + def testload(self): + + info = CognateInfo.load_from_path("denl","edit_distance") + + + @classmethod + def testeditDistance(self): + german = list(load_language_from_hermit("de").word_info_dict.keys()) + dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) + + cognateFM = CognateInfo("denl","edit_distance") + + distanceMetric = WordDistance.loadConfig("denl", "edit_distance") + + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_thresholded) + cognateFM.save_candidates() + + @classmethod + def testquiz(self): + cognateFM = CognateInfo.load_from_path("denl", "absolute") + cognateFM.start_quiz() + cognateFM.save_evaluation() + + @classmethod + def testrules(self): + german = list(load_language_from_hermit("de").word_info_dict.keys()) + dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) + + cognateFM = CognateInfo("denl", "edit_distance_rules") + + distanceMetric = WordDistance.loadConfig("denl", "edit_distance_rules") + distanceMetric.load_rules("denl", "edit_distance_rules") + + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_rules) + cognateFM.save_candidates() + From 496e143fda9c9e74aa24501ce16100570ef20607 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 17:13:49 +0200 Subject: [PATCH 08/64] empty textfile created when not found --- wordstats/cognate_files_path.py | 4 +++- .../denl/edit_distance_rules/edit_distance_rules-params.cfg | 6 ++++++ .../cognates/denl/edit_distance_rules/rules.txt | 0 3 files changed, 9 insertions(+), 1 deletion(-) create mode 100644 wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg delete mode 100644 wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index 256a712..65ea9ba 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -64,7 +64,9 @@ def load_from_path(path): content = file.read() except FileNotFoundError: - print(path + " not found, assumed empty.") + print(path + " not found, creating empty file.") + codecs.open(path, encoding="utf8", mode="w") + content = load_from_path(path) return content diff --git a/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg b/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg new file mode 100644 index 0000000..5284eb1 --- /dev/null +++ b/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg @@ -0,0 +1,6 @@ +[DISTANCE] +ReplaceDistance = 1 +AddDistance = 1 + +[THRESHOLD] +Threshold = 0.3 \ No newline at end of file diff --git a/wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt b/wordstats/language_data/cognates/denl/edit_distance_rules/rules.txt deleted file mode 100644 index e69de29..0000000 From 24c16229922632324ce951170bc27b872d263ee1 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 17:14:38 +0200 Subject: [PATCH 09/64] exception rethrown --- wordstats/word_distance.py | 1 + 1 file changed, 1 insertion(+) diff --git a/wordstats/word_distance.py b/wordstats/word_distance.py index 363deba..fcc8034 100644 --- a/wordstats/word_distance.py +++ b/wordstats/word_distance.py @@ -30,6 +30,7 @@ def load_from_path(cls, path): config.read(path) except FileNotFoundError: print(path, " not found. Supply configuration file with arguments.") + raise new_WordDistance.replace_distance = int(config['DISTANCE']['ReplaceDistance']) new_WordDistance.add_distance = int(config['DISTANCE']['AddDistance']) From 98fbfd7ef81ad4bab6d5b8965b175ecb9efd7309 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 19 Apr 2018 17:18:53 +0200 Subject: [PATCH 10/64] standalone test ready to run, set MAX_WORDS to 100 for fast execution --- wordstats/testquiz.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 wordstats/testquiz.py diff --git a/wordstats/testquiz.py b/wordstats/testquiz.py new file mode 100644 index 0000000..cf9f318 --- /dev/null +++ b/wordstats/testquiz.py @@ -0,0 +1,18 @@ +from wordstats.cognate_info import CognateInfo +from wordstats.loading_from_hermit import load_language_from_hermit +from wordstats.word_distance import WordDistance + +german = list(load_language_from_hermit("de").word_info_dict.keys()) +dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) + +cognateFM = CognateInfo("denl", "edit_distance_rules") + +distanceMetric = WordDistance.loadConfig("denl", "edit_distance_rules") +distanceMetric.load_rules("denl", "edit_distance_rules") + +cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_rules) +cognateFM.save_candidates() + +print(cognateFM.candidates) +cognateFM.start_quiz() +cognateFM.save_evaluation() \ No newline at end of file From e0e22f4a6f28073b48faedcbb110a65c92ef124c Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:22:47 +0200 Subject: [PATCH 11/64] renamed abstract class --- wordstats/__init__.py | 2 +- .../edit_distance_rules-params.cfg | 6 - wordstats/testquiz.py | 18 --- wordstats/tests/tests.py | 0 wordstats/word_distance.py | 132 ------------------ 5 files changed, 1 insertion(+), 157 deletions(-) delete mode 100644 wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg delete mode 100644 wordstats/testquiz.py delete mode 100644 wordstats/tests/tests.py delete mode 100644 wordstats/word_distance.py diff --git a/wordstats/__init__.py b/wordstats/__init__.py index 9379206..1453c03 100644 --- a/wordstats/__init__.py +++ b/wordstats/__init__.py @@ -8,7 +8,7 @@ from .language_info import LanguageInfo from .cognate_info import CognateInfo from .getchunix import _Getch -from .word_distance import WordDistance +from .edit_distance_function_factory import WordDistanceFactory # Create all tables in the engine. equivalent to "Create Table" in SQL Base.metadata.create_all(BaseService.engine) diff --git a/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg b/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg deleted file mode 100644 index 5284eb1..0000000 --- a/wordstats/language_data/cognates/denl/edit_distance_rules/edit_distance_rules-params.cfg +++ /dev/null @@ -1,6 +0,0 @@ -[DISTANCE] -ReplaceDistance = 1 -AddDistance = 1 - -[THRESHOLD] -Threshold = 0.3 \ No newline at end of file diff --git a/wordstats/testquiz.py b/wordstats/testquiz.py deleted file mode 100644 index cf9f318..0000000 --- a/wordstats/testquiz.py +++ /dev/null @@ -1,18 +0,0 @@ -from wordstats.cognate_info import CognateInfo -from wordstats.loading_from_hermit import load_language_from_hermit -from wordstats.word_distance import WordDistance - -german = list(load_language_from_hermit("de").word_info_dict.keys()) -dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - -cognateFM = CognateInfo("denl", "edit_distance_rules") - -distanceMetric = WordDistance.loadConfig("denl", "edit_distance_rules") -distanceMetric.load_rules("denl", "edit_distance_rules") - -cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_rules) -cognateFM.save_candidates() - -print(cognateFM.candidates) -cognateFM.start_quiz() -cognateFM.save_evaluation() \ No newline at end of file diff --git a/wordstats/tests/tests.py b/wordstats/tests/tests.py deleted file mode 100644 index e69de29..0000000 diff --git a/wordstats/word_distance.py b/wordstats/word_distance.py deleted file mode 100644 index fcc8034..0000000 --- a/wordstats/word_distance.py +++ /dev/null @@ -1,132 +0,0 @@ -import codecs -import configparser -from .cognate_files_path import * - -class WordDistance(object): - def __init__(self): - self.replace_distance = 1 - self.add_distance = 1 - self.threshold = 0.3 - self.rules = [] - - # load configuration given language combination code and method name, configuration file assumed to be - # in the associated folder - @classmethod - def loadConfig(cls, language_ids, method_name): - - language_code_path = path_of_cognate_parameters(language_ids, method_name) - - return cls.load_from_path(language_code_path) - - - @classmethod - def load_from_path(cls, path): - - new_WordDistance = cls() - - config = configparser.ConfigParser() - - try: - config.read(path) - except FileNotFoundError: - print(path, " not found. Supply configuration file with arguments.") - raise - - new_WordDistance.replace_distance = int(config['DISTANCE']['ReplaceDistance']) - new_WordDistance.add_distance = int(config['DISTANCE']['AddDistance']) - new_WordDistance.threshold = float(config['THRESHOLD']['Threshold']) - - return new_WordDistance - - # load rules from rules.txt located in associated folder - def load_rules(self, language_ids, method_name): - - path = path_of_cognate_rules(language_ids, method_name) - - self.load_rules_from_path(path) - - - def load_rules_from_path(self, path): - - lines = [] - try: - with codecs.open(path, encoding="utf8") as words_file: - lines = words_file.read().splitlines() - - except FileNotFoundError: - print("rules.txt not found, assumed empty.") - - self.rules = [] - for line in lines: - words = line.split() - self.rules.append((words[0],words[1])) - - - # traditional thresholded edit_distance - def edit_distance_thresholded(self, word1: str, word2: str): - - distance = self.edit_distance(word1, word2) - - if distance < self.threshold: - return True - else: - False - - def edit_distance(self, word1: str, word2: str): - - wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) - - distance = 0 - for i in range(len(wordShortest)): - if wordLongest[i] is not wordShortest[i]: - distance += self.replace_distance - - for i in range(len(wordShortest), len(wordLongest)): - distance += self.add_distance - - return distance / len(wordLongest) - - # cognate assuming a perfect match - def edit_distance_absolute(self, word1: str, word2: str): - - if word1 == word2: - return True - else: - False - - # edit_distance including rules for substitution - def edit_distance_rules(self, word1: str, word2: str): - - min_dist = self.edit_distance_rules_rec(word1,word2,0) - if min_dist < self.threshold: - return True - else: - False - - # recursive part of rule substitution edit distance - def edit_distance_rules_rec(self, word1:str, word2:str, word1marker): - - minDist = self.edit_distance(word1, word2) - - #stop when end of word is reached - if word1marker >= len(word1): - return minDist - - #recursion step, no adjustment - minDist = min(minDist, self.edit_distance_rules_rec(word1,word2,word1marker+1)) - - # recursion step, adjust word by a rule - for rule in self.rules: - if word1.find(rule[0],word1marker) == word1marker: - - minDist = min(minDist, - self.edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1),word2, word1marker+len(rule[1]))) - - return minDist - - - - - - - From cfbdf69cad8e6ff1a1d3c069cd1f13fc340153f1 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:23:27 +0200 Subject: [PATCH 12/64] append to file method added --- wordstats/cognate_files_path.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index 65ea9ba..7fc795a 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -35,7 +35,7 @@ def path_of_cognate_whitelist(language_ids): def path_of_cognate_parameters(language_ids, method_name): file_path = path_of_cognate_languages(language_ids) + os.sep + \ - method_name + os.sep + method_name + "-params.cfg" + method_name + os.sep + "config.cfg" os.makedirs(os.path.dirname(file_path), exist_ok=True) @@ -74,3 +74,7 @@ def save_to_file(path, content): with codecs.open(path, encoding="utf8", mode="w") as words_file: words_file.write(content) +def append_to_file(path, content): + with codecs.open(path, encoding="utf8", mode="a") as words_file: + words_file.writelines(content + "\n") + From f4900a5c5f35744025a2e921ff8335850b19b58a Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:24:39 +0200 Subject: [PATCH 13/64] moved from list to set, database support added, moved several functions elsewhere --- wordstats/cognate_info.py | 122 ++++++++++++++++++++------------------ 1 file changed, 64 insertions(+), 58 deletions(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index f367e20..fa8949b 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -10,29 +10,31 @@ from .config import MAX_WORDS from .metrics_computers import * from .cognate_files_path import * +from .cognate_db import * from .getchunix import read_single_keypress class CognateInfo(object): def __init__(self, language_ids, method_name): self.language_ids = language_ids - self.whitelist = [] - self.candidates = [] - self.blacklist = [] - self.rules = [] + self.whitelist = set() + self.candidates = set() + self.blacklist = set() self.method_name = method_name def all_blacklist(self): - return self.blacklist.items() + return self.blacklist def all_whitelist(self): - return self.whitelist.items() + return self.whitelist - def all_rules(self): - return self.rules.items() + def add_to_whitelist(self, cognate): + self.whitelist.add(cognate) + append_to_file(path_of_cognate_whitelist(self.language_ids), cognate) - def __getitem__(self, key): - return self.get(key) + def add_to_blacklist(self, cognate): + self.blacklist.add(cognate) + append_to_file(path_of_cognate_blacklist(self.language_ids), cognate) # also save new dicts @@ -58,13 +60,13 @@ def load_from_path(cls, language_ids, method_name= ""): new_registry = cls(language_ids, method_name) language_code_path = path_of_cognate_whitelist(language_ids) - new_registry.whitelist = load_from_path(language_code_path).splitlines() + new_registry.whitelist = set(load_from_path(language_code_path).splitlines()) language_code_path = path_of_cognate_blacklist(language_ids) - new_registry.blacklist = load_from_path(language_code_path).splitlines() + new_registry.blacklist = set(load_from_path(language_code_path).splitlines()) language_code_path = path_of_cognate_candidates(language_ids, method_name) - new_registry.candidates = load_from_path(language_code_path).splitlines() + new_registry.candidates = set(load_from_path(language_code_path).splitlines()) return new_registry @@ -85,50 +87,38 @@ def save_evaluation(self): def apply_distance_metric(self, wordlist1, wordlist2, func): for w1 in wordlist1: - newlist = list(filter(lambda x: len(x)>0 , map(lambda w: w1 + ' ' + w if func(w1, w) else "", wordlist2))) - self.candidates.extend(newlist) - - # note: only executable in terminal, reactive to one-key stroke - def start_quiz(self): - print(self.language_ids) - print("y: whitelist") - print("q: quit") - print("other: blacklist") - - for cognate in self.candidates: - print(cognate) - - char = read_single_keypress() - - if char == 'y': - self.whitelist.append(cognate) - elif char == 'q': - break - else: - self.blacklist.append(cognate) - - - + newset = set(filter(lambda x: len(x)>0 , map(lambda w: w1 + ' ' + w if func(w1, w) else "", wordlist2))) + self.candidates = self.candidates.union(newset) # TODO: implement load and cache from /to db @classmethod - def load_from_db(cls, cognate_code, method_name= ""): + def load_from_db(cls, language_ids, method_name= ""): """ Assumes the ~./word_info file contains information about how to connect to the database. Also, assumes the database contains the information. - :param language_id: + :param language_ids: :return: """ - new_registry = cls(cognate_code, method_name= "") + new_registry = cls(language_ids, method_name= "") + + all_word_info_items = CognateCandidatesInfo.find_all(language_ids, method_name) - all_word_info_items = WordInfo.find_all(cognate_code) + for each in all_word_info_items: + word = each.word_from + " " + each.word_to + new_registry.candidates.add(word) + + all_word_info_items = CognateWhiteListInfo.find_all(language_ids) for each in all_word_info_items: - new_registry.word_info_dict[each.word] = each + word = each.word_from + " " + each.word_to + if each.whitelist: + new_registry.whitelist.add(word) + else: + new_registry.blacklist.add(word) return new_registry @@ -140,28 +130,44 @@ def cache_to_db(self): :return: """ - def clear_corresponding_entries_in_db(self): - table = Table('word_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.language_id == self.language_id) + def clear_corresponding_entries_in_db_candidates(self): + table = Table('candidates_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) + words = BaseService.session.query(table).filter(table.c.language_ids == self.language_ids)\ + .filter(table.c.method == self.method_name) + words.delete(synchronize_session=False) + + def clear_corresponding_entries_in_db_whitelist(self): + table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) + words = BaseService.session.query(table).filter(table.c.language_ids == self.language_ids) words.delete(synchronize_session=False) - clear_corresponding_entries_in_db(self) - for word_info in list(self.word_info_dict.values()): - BaseService.session.add(word_info) + clear_corresponding_entries_in_db_candidates(self) + for word_info in self.candidates: + BaseService.session.add(CognateCandidatesInfo(word_info.split()[0], word_info.split()[1], + self.language_ids,self.method_name)) + + clear_corresponding_entries_in_db_whitelist(self) + for word_info in self.whitelist: + BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], + self.language_ids,True)) + + for word_info in self.blacklist: + BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], + self.language_ids,False)) + BaseService.session.commit() # Everything that follows is private - def print_load_stats(self, a, b): - memory_footprint = total_size(self.blacklist, set()) / 1024 / 1024 - print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.language_ids, b - a, - len(self.blacklist)))) - print(("Required memory for the {0} registry: {1}MB".format(self.language_ids, memory_footprint))) - + def _print_load_stats(self, a, b): + memory_footprint = total_size(self.candidates, set()) / 1024 / 1024 + print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, + len(self.candidates)))) + print(("Required memory for the {0} {1} registry: {2}MB".format(self.language_ids, self.method_name, memory_footprint))) @classmethod - def profile_load_from_db(cls, language_id, output=False): + def _pprofile_load_from_db(cls, language_ids, method_name, output=False): a = datetime.now() - new_registry = cls.load_from_db(language_id) + new_registry = cls.load_from_db(language_ids, method_name) b = datetime.now() if output: new_registry.print_load_stats(a, b) @@ -169,10 +175,10 @@ def profile_load_from_db(cls, language_id, output=False): return b - a @classmethod - def profile_load_from_file(cls, cognate_code, method_name= "", output=False): + def _pprofile_load_from_file(cls, language_ids, method_name= "", output=False): a = datetime.now() - new_registry = cls.load_from_file(cognate_code, method_name= "") + new_registry = cls.load_from_file(language_ids, method_name= "") b = datetime.now() if output: new_registry.print_load_stats(a, b) From a2cb588a2f65c121e2eb6266d151ed9ff83b41ac Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:25:21 +0200 Subject: [PATCH 14/64] added several edit_distance tests, database tests' --- wordstats/tests/test_cognate.py | 73 +++++++++++++++++++++++++++------ 1 file changed, 60 insertions(+), 13 deletions(-) diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index aba7eb9..aaa1200 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -1,10 +1,14 @@ from unittest import TestCase from wordstats.loading_from_hermit import load_language_from_hermit -from wordstats.word_distance import WordDistance +from wordstats.edit_distance_absolute import WordDistanceAbsolute +from wordstats.edit_distance import WordDistanceEdit +from wordstats.edit_distance_rules import WordDistanceRules +from wordstats.edit_distance_overlap import WordDistanceOverlap -from wordstats.cognate_info import CognateInfo +from wordstats.cognate_files_path import * +from wordstats.cognate_info import CognateInfo class CognateTests(TestCase): @classmethod @@ -13,6 +17,21 @@ def testload(self): info = CognateInfo.load_from_path("denl","edit_distance") + @classmethod + def testeditDistanceAbsolute(self): + german = list(load_language_from_hermit("de").word_info_dict.keys()) + dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) + + cognateFM = CognateInfo("denl","absolute") + + distanceMetric = WordDistanceAbsolute() + distanceMetric.loadConfig("denl", "absolute") + #if load fails create empty config file and warn user + + + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) + cognateFM.save_candidates() + @classmethod def testeditDistance(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) @@ -20,27 +39,55 @@ def testeditDistance(self): cognateFM = CognateInfo("denl","edit_distance") - distanceMetric = WordDistance.loadConfig("denl", "edit_distance") + distanceMetric = WordDistanceEdit() + distanceMetric.loadConfig("denl", "edit_distance") + - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_thresholded) + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() @classmethod - def testquiz(self): - cognateFM = CognateInfo.load_from_path("denl", "absolute") - cognateFM.start_quiz() - cognateFM.save_evaluation() + def testeditDistanceRules(self): + german = list(load_language_from_hermit("de").word_info_dict.keys()) + dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) + + cognateFM = CognateInfo("denl","edit_distance_rules") + + distanceMetric = WordDistanceRules() + distanceMetric.loadConfig("denl", "edit_distance_rules") + distanceMetric.load_rules("denl", "edit_distance_rules") + + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) + cognateFM.save_candidates() @classmethod - def testrules(self): + def testeditDistanceOverlap(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("denl", "edit_distance_rules") + cognateFM = CognateInfo("denl", "edit_distance_overlap") - distanceMetric = WordDistance.loadConfig("denl", "edit_distance_rules") - distanceMetric.load_rules("denl", "edit_distance_rules") + distanceMetric = WordDistanceOverlap() - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance_rules) + cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() + @classmethod + def testquiz(self): + cognateFM = CognateInfo.load_from_path("denl", "absolute") + cognateFM.start_quiz() + cognateFM.save_evaluation() + + + @classmethod + def testcachetodb(self): + cognateFM = CognateInfo.load_from_path("denl", "absolute") + print(len(list(cognateFM.candidates)), len(list(cognateFM.blacklist)), len(list(cognateFM.whitelist))) + cognateFM.cache_to_db() + + @classmethod + def testloadfromdb(self): + cognateFM = CognateInfo("denl", "absolute") + cognateFM = cognateFM.load_from_db("denl", "absolute") + print(len(list(cognateFM.candidates)),len(list(cognateFM.blacklist)),len(list(cognateFM.whitelist))) + From f17dc24342fd15a4c0677ddbdda3d68de260dcf2 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:25:52 +0200 Subject: [PATCH 15/64] database support of cognates --- wordstats/cognate_db.py | 107 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 107 insertions(+) create mode 100644 wordstats/cognate_db.py diff --git a/wordstats/cognate_db.py b/wordstats/cognate_db.py new file mode 100644 index 0000000..59ba2dc --- /dev/null +++ b/wordstats/cognate_db.py @@ -0,0 +1,107 @@ +from sys import stdout + +import sqlalchemy.orm +import sqlalchemy +from sqlalchemy import Column, Integer, String, UniqueConstraint, Boolean +from sqlalchemy import Float + +from .base_service import Base, SimplifiedQuery + + +class UnknownCognateInfo(object): + """ Default values if we have no information about + a given word """ + def __init__(self): + self.blacklist = False + self.whitelist = False + + +class CognateCandidatesInfo(SimplifiedQuery, Base): + __tablename__ = 'candidates_info' + __table_args__ = {'mysql_collate': 'utf8_bin'} + + id = Column(Integer, primary_key=True) + method = Column(String(255), nullable=False, index=True) + + word_from = Column(String(255), nullable =False, index = True) + word_to = Column(String(255), nullable=False, index=True) + language_ids = Column(String(4), nullable =False, index = True) + + UniqueConstraint(word_from, word_to, language_ids, method) + + def __init__(self, word_from, word_to, language_ids, method): + self.word_from = word_from + self.word_to = word_to + self.language_ids = language_ids + self.method = method + + def __str__(self): + result = "info: {2} {3} ({0} {1})".format( + self.word_from, + self.word_to, + self.language_ids, + self.method) + + result = result.encode(stdout.encoding) + return result + + @classmethod + def find(cls, word, language_ids, method): + word = word.lower() + try: + return (cls.query().filter(cls.word_from == word) + .filter(cls.language_ids == language_ids).filter(cls.method == method) + .one()) + except sqlalchemy.orm.exc.NoResultFound: + return None + + @classmethod + def find_all(cls,language_ids, method): + return cls.query().filter(cls.language_ids == language_ids).filter(cls.method == method).all() + + +class CognateWhiteListInfo(SimplifiedQuery, Base): + __tablename__ = 'cognate_whitelist_info' + __table_args__ = {'mysql_collate': 'utf8_bin'} + + id = Column(Integer, primary_key=True) + + word_from = Column(String(255), nullable =False, index = True) + word_to = Column(String(255), nullable=False, index=True) + language_ids = Column(String(4), nullable =False, index = True) + + whitelist = Column(Boolean) + + UniqueConstraint(word_from, word_to, language_ids) + + def __init__(self, word_from, word_to, language_ids, whitelist): + self.word_from = word_from + self.word_to = word_to + self.language_ids = language_ids + self.whitelist = whitelist + + def __str__(self): + result = "info: {2} ({0} {1}, whitelist: {3})".format( + self.word_from, + self.word_to, + self.language_ids, + self.whitelist) + + result = result.encode(stdout.encoding) + return result + + @classmethod + def find(cls, word, language_ids): + word = word.lower() + try: + return (cls.query().filter(cls.word_from == word) + .filter(cls.language_ids == language_ids) + .one()) + except sqlalchemy.orm.exc.NoResultFound: + return None + + @classmethod + def find_all(cls,language_ids): + return cls.query().filter(cls.language_ids == language_ids).all() + + From 8dc1673d286592f8130db8ad892ab02dd57be4a4 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:26:35 +0200 Subject: [PATCH 16/64] abstract edit_distance class for creating edit_distance functions --- wordstats/edit_distance.py | 39 +++++++++++ wordstats/edit_distance_absolute.py | 29 +++++++++ wordstats/edit_distance_function_factory.py | 64 ++++++++++++++++++ wordstats/edit_distance_overlap.py | 45 +++++++++++++ wordstats/edit_distance_rules.py | 72 +++++++++++++++++++++ 5 files changed, 249 insertions(+) create mode 100644 wordstats/edit_distance.py create mode 100644 wordstats/edit_distance_absolute.py create mode 100644 wordstats/edit_distance_function_factory.py create mode 100644 wordstats/edit_distance_overlap.py create mode 100644 wordstats/edit_distance_rules.py diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py new file mode 100644 index 0000000..cfd584e --- /dev/null +++ b/wordstats/edit_distance.py @@ -0,0 +1,39 @@ +import codecs +import configparser +from .cognate_files_path import * +from .edit_distance_function_factory import WordDistanceFactory + +class WordDistanceEdit(WordDistanceFactory): + def __init__(self): + self.replace_distance = 1 + self.add_distance = 1 + self.threshold = 0.3 + + def edit_distance(self, word1: str, word2: str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + distance = 0 + for i in range(len(wordShortest)): + if wordLongest[i] is not wordShortest[i]: + distance += self.replace_distance + + for i in range(len(wordShortest), len(wordLongest)): + distance += self.add_distance + + return distance / len(wordLongest) < self.threshold + + + def initialize_from_config(self, config): + self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) + self.add_distance = int(config['DISTANCE']['AddDistance']) + self.threshold = float(config['THRESHOLD']['Threshold']) + + + + + + + + + diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py new file mode 100644 index 0000000..007889c --- /dev/null +++ b/wordstats/edit_distance_absolute.py @@ -0,0 +1,29 @@ +import codecs +import configparser +from .cognate_files_path import * +from .edit_distance_function_factory import WordDistanceFactory + +class WordDistanceAbsolute(WordDistanceFactory): + def __init__(self): + self.replace_distance = 1 + self.add_distance = 1 + self.threshold = 0.3 + + def edit_distance(self, word1: str, word2: str): + if word1 == word2: + return True + else: + False + + + def initialize_from_config(self, config): + pass + + + + + + + + + diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py new file mode 100644 index 0000000..708b659 --- /dev/null +++ b/wordstats/edit_distance_function_factory.py @@ -0,0 +1,64 @@ +from abc import ABC, abstractmethod +from wordstats.cognate_files_path import * +import configparser + + +# abstract class for creating a distance measure between two rules +# support for loading from .cfg file and loading rules is supplied +# abstract methods are specific to the distance measure +class WordDistanceFactory(ABC): + + def __init__(self): + super().__init__() + + # load configuration given language combination code and method name, configuration file assumed to be + # in the associated folder + + def loadConfig(self, language_ids, method_name): + + language_code_path = path_of_cognate_parameters(language_ids, method_name) + + return self.load_from_path(language_code_path) + + + def load_from_path(self, path): + + config = configparser.ConfigParser() + + content = load_from_path(path) + + if content == "": + return self + + config.read_string(content) + + self.initialize_from_config(config) + + return self + + # load rules from rules.txt located in associated folder + def load_rules(self, language_ids, method_name): + + path = path_of_cognate_rules(language_ids, method_name) + + self.load_rules_from_path(path) + + + def load_rules_from_path(self, path): + + content = load_from_path(path) + + self.rules = [] + for line in content.splitlines(): + words = line.split() + self.rules.append((words[0],words[1])) + + + @abstractmethod + def edit_distance(self, word1: str, word2: str): + pass + + + @abstractmethod + def initialize_from_config(self, config): + pass \ No newline at end of file diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py new file mode 100644 index 0000000..02fae51 --- /dev/null +++ b/wordstats/edit_distance_overlap.py @@ -0,0 +1,45 @@ +import codecs +import configparser +from .cognate_files_path import * +from .edit_distance_function_factory import WordDistanceFactory + +class WordDistanceOverlap(WordDistanceFactory): + def __init__(self): + self.replace_distance = 1 + self.add_distance = 1 + self.threshold = 0.8 + + def _edit_distance_overlap(self, word1:str, word2:str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + overlap_size = 0 + for i in range(len(wordShortest)): + for j in range(i + overlap_size, len(wordShortest)): + if wordLongest.find(wordShortest[i:(j + 1)]) >= 0: + if (wordLongest == "het" and wordShortest == "he") or (wordShortest == "het" and wordLongest == "he"): + print(i , j, wordShortest[i:j + 1]) + overlap_size = max(overlap_size, j - i + 1) + + return overlap_size / len(wordLongest) + + def edit_distance(self, word1: str, word2: str): + + distance = self._edit_distance_overlap(word1, word2) + if distance > self.threshold: + return True + else: + False + #ziel ziek? 3/4 > 0.8? + + def initialize_from_config(self, config): + pass + + + + + + + + + diff --git a/wordstats/edit_distance_rules.py b/wordstats/edit_distance_rules.py new file mode 100644 index 0000000..3da79cc --- /dev/null +++ b/wordstats/edit_distance_rules.py @@ -0,0 +1,72 @@ +import codecs +import configparser +from .cognate_files_path import * +from .edit_distance_function_factory import WordDistanceFactory + +class WordDistanceRules(WordDistanceFactory): + def __init__(self): + self.rules = [] + self.replace_distance = 1 + self.add_distance = 1 + self.threshold = 0.3 + + # edit_distance including rules for substitution + def edit_distance(self, word1: str, word2: str): + + min_dist = self._edit_distance_rules_rec(word1, word2, 0) + if min_dist < self.threshold: + return True + else: + False + + + def _edit_distance_fuzzy(self, word1: str, word2: str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + distance = 0 + for i in range(len(wordShortest)): + if wordLongest[i] is not wordShortest[i]: + distance += self.replace_distance + + for i in range(len(wordShortest), len(wordLongest)): + distance += self.add_distance + + return distance / len(wordLongest) + + # recursive part of rule substitution edit distance + def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): + + minDist = self._edit_distance_fuzzy(word1, word2) + + # stop when end of word is reached + if word1marker >= len(word1): + return minDist + + # recursion step, no adjustment + minDist = min(minDist, self._edit_distance_rules_rec(word1, word2, word1marker + 1)) + + # recursion step, adjust word by a rule + for rule in self.rules: + if word1.find(rule[0], word1marker) == word1marker: + + minDist = min(minDist, + self._edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1), word2, + word1marker + len(rule[1]))) + + return minDist + + + def initialize_from_config(self, config): + self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) + self.add_distance = int(config['DISTANCE']['AddDistance']) + self.threshold = float(config['THRESHOLD']['Threshold']) + + + + + + + + + From f9d8e7df106f2ec028255cda1a702676ef3d1b9c Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:27:13 +0200 Subject: [PATCH 17/64] example of interactive evaluation of cognates through terminal --- wordstats/cognate_user_evaluation.py | 31 ++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 wordstats/cognate_user_evaluation.py diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py new file mode 100644 index 0000000..15b47b9 --- /dev/null +++ b/wordstats/cognate_user_evaluation.py @@ -0,0 +1,31 @@ +from wordstats.cognate_info import CognateInfo +from wordstats.getchunix import read_single_keypress + +# note: only executable in terminal, reactive to one-key stroke +from wordstats.cognate_files_path import * + + +def evaluate_cognates(language_ids, method): + print(language_ids) + print("y: whitelist") + print("q: quit") + print("other: blacklist") + + cognateinfo = CognateInfo.load_from_path(language_ids, method) + + for cognate in cognateinfo.candidates\ + .difference(cognateinfo.blacklist)\ + .difference(cognateinfo.whitelist): + + print(cognate) + + char = read_single_keypress() + + if char == 'y': + cognateinfo.add_to_whitelist(cognate) + elif char == 'q': + break + else: + cognateinfo.add_to_blacklist(cognate) + +evaluate_cognates("denl", "edit_distance_rules") \ No newline at end of file From fa6357abf4c9ad18eefe10abfa38b62de65c840b Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 26 Apr 2018 13:30:38 +0200 Subject: [PATCH 18/64] short explanation of cognate folder structure and class methods --- wordstats/cognates_design.txt | 36 +++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 wordstats/cognates_design.txt diff --git a/wordstats/cognates_design.txt b/wordstats/cognates_design.txt new file mode 100644 index 0000000..4de7623 --- /dev/null +++ b/wordstats/cognates_design.txt @@ -0,0 +1,36 @@ + +cognates are pairs of words between different languages which have the same meaning +and "look" alike, the "look" alike can be understood as a large overlap between two words +or small edit distance in between words + +The following methods don't take meaning into account and simply judge by similarity whether +two words form a cognate. + +cognates are stored under the "language_data/cognates/language_ids/method_name" folder +where language_ids can be any combination of language codes such as "denl" formed from +"de" and "nl" and "method_name" describes the method used to find cognates. +The folder contains several files: +candidates.txt: contains pairs of words that form possible cognates +rules.txt: pairs of strings describing a transformation of a string to another (from to) +config.cfg: parameters to use for specified method such as word threshold + +In addition the language_ids folder contains two files: "blacklist.txt" and "whitelist.txt" +which are cognates evaluated by the user i.e. cognates from "candidates.txt" are copied to +"whitelist.txt" or "blacklist.txt" after the user confirms it is a cognate or not a cognate respectively. + + +cognate_info.py: structure holding the cognate candidates as well as blacklisted/whitelisted cognates + contains all methods necessary for manipulating these sets and saving them to file/db +loading_from_cognates.py: functions that abstract the folder/file logic from the rest of the + source files, used to obtain file paths or save/load from files +cognate_db.py: contains structure for saving cognates to db as well as methods for retrieving cognates + +edit_distance_function_factory.py: abstract class from which other edit_distance functions can be made. + loading from configuration file and rules file is provided here. Inherited classes only need to provide + edit_distance method which either returns True for cognate or False for not a cognate and + initialize_from_config for loading parameters of the edit_distance function + see edit_distance_XXX.py for examples. + +cognate_user_evaluation.py: example function for evaluating cognates by the user interactively through the terminal + + From 427cac32b0d9bf3b2a52e07de073a4e7576dc33a Mon Sep 17 00:00:00 2001 From: joel Date: Fri, 27 Apr 2018 17:50:20 +0200 Subject: [PATCH 19/64] added more room for language codes --- wordstats/cognate_db.py | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/wordstats/cognate_db.py b/wordstats/cognate_db.py index 59ba2dc..c8713b3 100644 --- a/wordstats/cognate_db.py +++ b/wordstats/cognate_db.py @@ -3,19 +3,21 @@ import sqlalchemy.orm import sqlalchemy from sqlalchemy import Column, Integer, String, UniqueConstraint, Boolean -from sqlalchemy import Float from .base_service import Base, SimplifiedQuery class UnknownCognateInfo(object): """ Default values if we have no information about - a given word """ + a given cognate pair """ def __init__(self): + self.word_from = "" + self.word_to = "" self.blacklist = False self.whitelist = False +# structure for cognate candidates not reviewed by the user class CognateCandidatesInfo(SimplifiedQuery, Base): __tablename__ = 'candidates_info' __table_args__ = {'mysql_collate': 'utf8_bin'} @@ -60,6 +62,7 @@ def find_all(cls,language_ids, method): return cls.query().filter(cls.language_ids == language_ids).filter(cls.method == method).all() +# structure for reviewed cognates class CognateWhiteListInfo(SimplifiedQuery, Base): __tablename__ = 'cognate_whitelist_info' __table_args__ = {'mysql_collate': 'utf8_bin'} @@ -68,7 +71,7 @@ class CognateWhiteListInfo(SimplifiedQuery, Base): word_from = Column(String(255), nullable =False, index = True) word_to = Column(String(255), nullable=False, index=True) - language_ids = Column(String(4), nullable =False, index = True) + language_ids = Column(String(255), nullable =False, index = True) whitelist = Column(Boolean) @@ -103,5 +106,3 @@ def find(cls, word, language_ids): @classmethod def find_all(cls,language_ids): return cls.query().filter(cls.language_ids == language_ids).all() - - From 6dde7e00d97c7b23960e03305ab8b5cb20be1377 Mon Sep 17 00:00:00 2001 From: joel Date: Fri, 27 Apr 2018 17:50:57 +0200 Subject: [PATCH 20/64] removed whitelines --- wordstats/edit_distance_absolute.py | 11 +---------- wordstats/edit_distance_function_factory.py | 6 +++++- wordstats/edit_distance_overlap.py | 13 +------------ wordstats/edit_distance_rules.py | 11 +---------- 4 files changed, 8 insertions(+), 33 deletions(-) diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py index 007889c..7c1966e 100644 --- a/wordstats/edit_distance_absolute.py +++ b/wordstats/edit_distance_absolute.py @@ -17,13 +17,4 @@ def edit_distance(self, word1: str, word2: str): def initialize_from_config(self, config): - pass - - - - - - - - - + pass \ No newline at end of file diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index 708b659..fc8605b 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -53,12 +53,16 @@ def load_rules_from_path(self, path): words = line.split() self.rules.append((words[0],words[1])) + # methods to be implemented + # method that determines whether two strings form a cognate + # RETURN: True if cognate otherwise False @abstractmethod def edit_distance(self, word1: str, word2: str): pass - + # method for initializing parameters using configparser + # assign read values from configparser to class variables here @abstractmethod def initialize_from_config(self, config): pass \ No newline at end of file diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py index 02fae51..9e63942 100644 --- a/wordstats/edit_distance_overlap.py +++ b/wordstats/edit_distance_overlap.py @@ -17,8 +17,6 @@ def _edit_distance_overlap(self, word1:str, word2:str): for i in range(len(wordShortest)): for j in range(i + overlap_size, len(wordShortest)): if wordLongest.find(wordShortest[i:(j + 1)]) >= 0: - if (wordLongest == "het" and wordShortest == "he") or (wordShortest == "het" and wordLongest == "he"): - print(i , j, wordShortest[i:j + 1]) overlap_size = max(overlap_size, j - i + 1) return overlap_size / len(wordLongest) @@ -33,13 +31,4 @@ def edit_distance(self, word1: str, word2: str): #ziel ziek? 3/4 > 0.8? def initialize_from_config(self, config): - pass - - - - - - - - - + pass \ No newline at end of file diff --git a/wordstats/edit_distance_rules.py b/wordstats/edit_distance_rules.py index 3da79cc..08d36a8 100644 --- a/wordstats/edit_distance_rules.py +++ b/wordstats/edit_distance_rules.py @@ -60,13 +60,4 @@ def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): def initialize_from_config(self, config): self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) self.add_distance = int(config['DISTANCE']['AddDistance']) - self.threshold = float(config['THRESHOLD']['Threshold']) - - - - - - - - - + self.threshold = float(config['THRESHOLD']['Threshold']) \ No newline at end of file From e79460c07c7a7182c62f0c10c681e28d7e6b3c47 Mon Sep 17 00:00:00 2001 From: joel Date: Fri, 27 Apr 2018 17:51:37 +0200 Subject: [PATCH 21/64] some cleanup --- wordstats/cognate_files_path.py | 2 +- wordstats/cognate_info.py | 6 +++--- wordstats/cognate_user_evaluation.py | 4 +--- wordstats/config.py | 2 +- wordstats/language_info.py | 1 + 5 files changed, 7 insertions(+), 8 deletions(-) diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index 7fc795a..751748f 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -41,7 +41,6 @@ def path_of_cognate_parameters(language_ids, method_name): return file_path - def path_of_cognate_rules(language_ids, method_name): return path_to_cognate_file(language_ids, RULES, method_name) @@ -57,6 +56,7 @@ def path_to_cognate_file(language_ids, file_name, method_name = ""): return file_path + def load_from_path(path): try: diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index fa8949b..4c207a1 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -90,16 +90,16 @@ def apply_distance_metric(self, wordlist1, wordlist2, func): newset = set(filter(lambda x: len(x)>0 , map(lambda w: w1 + ' ' + w if func(w1, w) else "", wordlist2))) self.candidates = self.candidates.union(newset) - # TODO: implement load and cache from /to db @classmethod def load_from_db(cls, language_ids, method_name= ""): """ - Assumes the ~./word_info file contains + Assumes the ~./cognate_db file contains information about how to connect to the database. Also, assumes the database contains the information. :param language_ids: + :param method_name: :return: """ @@ -124,7 +124,7 @@ def load_from_db(cls, language_ids, method_name= ""): def cache_to_db(self): """ - Useful to save the informations about a given language + Useful to save the cognates between two languages in the DB. Loading from the DB is faster than from file. See the tests file :return: diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index 15b47b9..6400f5b 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -1,10 +1,8 @@ from wordstats.cognate_info import CognateInfo from wordstats.getchunix import read_single_keypress -# note: only executable in terminal, reactive to one-key stroke -from wordstats.cognate_files_path import * - +# note: only executable in terminal, reactive to one-key stroke def evaluate_cognates(language_ids, method): print(language_ids) print("y: whitelist") diff --git a/wordstats/config.py b/wordstats/config.py index 12eea97..6e6309e 100644 --- a/wordstats/config.py +++ b/wordstats/config.py @@ -12,4 +12,4 @@ RULES= 'rules' CANDIDATES= 'candidates' -MAX_WORDS = 1000 \ No newline at end of file +MAX_WORDS = 100 \ No newline at end of file diff --git a/wordstats/language_info.py b/wordstats/language_info.py index 437a478..ca586b1 100644 --- a/wordstats/language_info.py +++ b/wordstats/language_info.py @@ -130,6 +130,7 @@ def clear_corresponding_entries_in_db(self): words.delete(synchronize_session=False) clear_corresponding_entries_in_db(self) + for word_info in list(self.word_info_dict.values()): BaseService.session.add(word_info) BaseService.session.commit() From c1291b089c99237e276adb18c158dd1cb5a7ffa0 Mon Sep 17 00:00:00 2001 From: joel Date: Sat, 28 Apr 2018 18:41:22 +0200 Subject: [PATCH 22/64] seperated language codes --- wordstats/cognate_db.py | 53 +++++++++++++-------- wordstats/cognate_files_path.py | 32 +++++-------- wordstats/cognate_info.py | 50 ++++++++++--------- wordstats/cognate_user_evaluation.py | 6 +-- wordstats/edit_distance_function_factory.py | 8 ++-- wordstats/tests/test_cognate.py | 31 +++++------- 6 files changed, 91 insertions(+), 89 deletions(-) diff --git a/wordstats/cognate_db.py b/wordstats/cognate_db.py index c8713b3..57fa0b8 100644 --- a/wordstats/cognate_db.py +++ b/wordstats/cognate_db.py @@ -27,39 +27,45 @@ class CognateCandidatesInfo(SimplifiedQuery, Base): word_from = Column(String(255), nullable =False, index = True) word_to = Column(String(255), nullable=False, index=True) - language_ids = Column(String(4), nullable =False, index = True) + languageFrom = Column(String(20), nullable =False, index = True) + languageTo = Column(String(20), nullable=False, index=True) - UniqueConstraint(word_from, word_to, language_ids, method) + UniqueConstraint(word_from, word_to, languageFrom, languageTo, method) - def __init__(self, word_from, word_to, language_ids, method): + def __init__(self, word_from, word_to, languageFrom, languageTo, method): self.word_from = word_from self.word_to = word_to - self.language_ids = language_ids + self.languageFrom = languageFrom + self.languageTo = languageTo self.method = method def __str__(self): result = "info: {2} {3} ({0} {1})".format( self.word_from, self.word_to, - self.language_ids, + self.languageFrom + self.languageTo, self.method) result = result.encode(stdout.encoding) return result @classmethod - def find(cls, word, language_ids, method): + def find(cls, word, languageFrom, languageTo, method): word = word.lower() try: - return (cls.query().filter(cls.word_from == word) - .filter(cls.language_ids == language_ids).filter(cls.method == method) + return (cls.query().filter(cls.word_from == word).\ + filter(cls.languageFrom == languageFrom).\ + filter(cls.languageTo == languageTo).\ + filter(cls.method == method) .one()) except sqlalchemy.orm.exc.NoResultFound: return None @classmethod - def find_all(cls,language_ids, method): - return cls.query().filter(cls.language_ids == language_ids).filter(cls.method == method).all() + def find_all(cls, languageFrom, languageTo, method): + return cls.query().filter(cls.languageFrom == languageFrom).\ + filter(cls.languageTo == languageTo).\ + filter(cls.method == method).all() # structure for reviewed cognates @@ -71,38 +77,43 @@ class CognateWhiteListInfo(SimplifiedQuery, Base): word_from = Column(String(255), nullable =False, index = True) word_to = Column(String(255), nullable=False, index=True) - language_ids = Column(String(255), nullable =False, index = True) + languageFrom = Column(String(20), nullable =False, index = True) + languageTo = Column(String(20), nullable=False, index=True) whitelist = Column(Boolean) - UniqueConstraint(word_from, word_to, language_ids) + UniqueConstraint(word_from, word_to, languageFrom, languageTo) - def __init__(self, word_from, word_to, language_ids, whitelist): + def __init__(self, word_from, word_to, languageFrom, languageTo, whitelist): self.word_from = word_from self.word_to = word_to - self.language_ids = language_ids + self.languageFrom = languageFrom + self.languageTo = languageTo self.whitelist = whitelist def __str__(self): result = "info: {2} ({0} {1}, whitelist: {3})".format( self.word_from, self.word_to, - self.language_ids, + self.languageFrom + self.languageTo, self.whitelist) result = result.encode(stdout.encoding) return result @classmethod - def find(cls, word, language_ids): + def find(cls, word, languageFrom, languageTo): word = word.lower() try: - return (cls.query().filter(cls.word_from == word) - .filter(cls.language_ids == language_ids) - .one()) + return (cls.query().filter(cls.word_from == word).\ + filter(cls.languageFrom == languageFrom).\ + filter(cls.languageTo == languageTo).\ + one()) except sqlalchemy.orm.exc.NoResultFound: return None @classmethod - def find_all(cls,language_ids): - return cls.query().filter(cls.language_ids == language_ids).all() + def find_all(cls, languageFrom, languageTo): + return cls.query().filter(cls.languageFrom == languageFrom).\ + filter(cls.languageTo == languageTo).\ + all() diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index 751748f..ac350f5 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -8,46 +8,40 @@ def path_of_cognate_languages(languageFrom, languageTo): - alphabetReorder = sorted(languageFrom, languageTo) - - return path_of_cognate_languages(alphabetReorder[0] + alphabetReorder[1]) - -def path_of_cognate_languages(language_ids): package_directory = os.path.dirname(os.path.abspath(__file__)) - file_path = package_directory + os.sep + "{0}{1}{2}".format(DATA_FOLDER_COGNATES, os.sep ,language_ids) - + file_path = package_directory + os.sep + "{0}{1}{2}{3}".format(DATA_FOLDER_COGNATES, os.sep, languageFrom, languageTo) return file_path -def path_of_cognate_candidates(language_ids, method_name): +def path_of_cognate_candidates(languageFrom, languageTo, method_name): - return path_to_cognate_file(language_ids, CANDIDATES, method_name) + return path_to_cognate_file(languageFrom, languageTo, CANDIDATES, method_name) -def path_of_cognate_blacklist(language_ids): +def path_of_cognate_blacklist(languageFrom, languageTo): - return path_to_cognate_file(language_ids, BLACKLIST) + return path_to_cognate_file(languageFrom, languageTo, BLACKLIST) -def path_of_cognate_whitelist(language_ids): +def path_of_cognate_whitelist(languageFrom, languageTo): - return path_to_cognate_file(language_ids, WHITELIST) + return path_to_cognate_file(languageFrom, languageTo, WHITELIST) -def path_of_cognate_parameters(language_ids, method_name): +def path_of_cognate_parameters(languageFrom, languageTo, method_name): - file_path = path_of_cognate_languages(language_ids) + os.sep + \ + file_path = path_of_cognate_languages(languageFrom, languageTo) + os.sep + \ method_name + os.sep + "config.cfg" os.makedirs(os.path.dirname(file_path), exist_ok=True) return file_path -def path_of_cognate_rules(language_ids, method_name): +def path_of_cognate_rules(languageFrom, languageTo, method_name): - return path_to_cognate_file(language_ids, RULES, method_name) + return path_to_cognate_file(languageFrom, languageTo, RULES, method_name) -def path_to_cognate_file(language_ids, file_name, method_name = ""): +def path_to_cognate_file(languageFrom, languageTo, file_name, method_name = ""): - file_path = path_of_cognate_languages(language_ids) + os.sep + file_path = path_of_cognate_languages(languageFrom, languageTo) + os.sep if method_name is not "": file_path += method_name + os.sep file_path += file_name + ".txt" diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 4c207a1..fe55cdb 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -15,8 +15,9 @@ class CognateInfo(object): - def __init__(self, language_ids, method_name): - self.language_ids = language_ids + def __init__(self, languageFrom, languageTo, method_name): + self.languageFrom = languageFrom + self.languageTo = languageTo self.whitelist = set() self.candidates = set() self.blacklist = set() @@ -39,7 +40,7 @@ def add_to_blacklist(self, cognate): # also save new dicts @classmethod - def load_from_path(cls, language_ids, method_name= ""): + def load_from_path(cls, languageFrom, languageTo, method_name= ""): """ Loads cognate information given the cognate code (e.g. ennl) and method_name Loads the word info from the given file @@ -57,30 +58,30 @@ def load_from_path(cls, language_ids, method_name= ""): :return: """ - new_registry = cls(language_ids, method_name) + new_registry = cls(languageFrom, languageTo, method_name) - language_code_path = path_of_cognate_whitelist(language_ids) + language_code_path = path_of_cognate_whitelist(languageFrom, languageTo) new_registry.whitelist = set(load_from_path(language_code_path).splitlines()) - language_code_path = path_of_cognate_blacklist(language_ids) + language_code_path = path_of_cognate_blacklist(languageFrom, languageTo) new_registry.blacklist = set(load_from_path(language_code_path).splitlines()) - language_code_path = path_of_cognate_candidates(language_ids, method_name) + language_code_path = path_of_cognate_candidates(languageFrom, languageTo, method_name) new_registry.candidates = set(load_from_path(language_code_path).splitlines()) return new_registry def save_candidates(self): - language_code_path = path_of_cognate_candidates(self.language_ids, self.method_name) + language_code_path = path_of_cognate_candidates(self.languageFrom, self.languageTo, self.method_name) save_to_file(language_code_path, '\n'.join(self.candidates)) def save_evaluation(self): - language_code_path = path_of_cognate_whitelist(self.language_ids) + language_code_path = path_of_cognate_whitelist(self.languageFrom, self.languageTo) save_to_file(language_code_path, '\n'.join(self.whitelist)) - language_code_path = path_of_cognate_blacklist(self.language_ids) + language_code_path = path_of_cognate_blacklist(self.languageFrom, self.languageTo) save_to_file(language_code_path, '\n'.join(self.blacklist)) # generates candidates based on distance function func and word lists @@ -91,7 +92,7 @@ def apply_distance_metric(self, wordlist1, wordlist2, func): self.candidates = self.candidates.union(newset) @classmethod - def load_from_db(cls, language_ids, method_name= ""): + def load_from_db(cls, languageFrom, languageTo, method_name= ""): """ Assumes the ~./cognate_db file contains information about how to connect to the @@ -103,15 +104,15 @@ def load_from_db(cls, language_ids, method_name= ""): :return: """ - new_registry = cls(language_ids, method_name= "") + new_registry = cls(languageFrom, languageTo, method_name= "") - all_word_info_items = CognateCandidatesInfo.find_all(language_ids, method_name) + all_word_info_items = CognateCandidatesInfo.find_all(languageFrom, languageTo, method_name) for each in all_word_info_items: word = each.word_from + " " + each.word_to new_registry.candidates.add(word) - all_word_info_items = CognateWhiteListInfo.find_all(language_ids) + all_word_info_items = CognateWhiteListInfo.find_all(languageFrom, languageTo) for each in all_word_info_items: word = each.word_from + " " + each.word_to @@ -132,28 +133,31 @@ def cache_to_db(self): def clear_corresponding_entries_in_db_candidates(self): table = Table('candidates_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.language_ids == self.language_ids)\ - .filter(table.c.method == self.method_name) - words.delete(synchronize_session=False) + if __name__ == '__main__': + words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom).\ + filter(table.c.languageTo == self.languageTo).\ + filter(table.c.method == self.method_name) + words.delete(synchronize_session=False) def clear_corresponding_entries_in_db_whitelist(self): table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.language_ids == self.language_ids) + words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom).\ + filter(table.c.languageTo == self.languageTo) words.delete(synchronize_session=False) clear_corresponding_entries_in_db_candidates(self) for word_info in self.candidates: BaseService.session.add(CognateCandidatesInfo(word_info.split()[0], word_info.split()[1], - self.language_ids,self.method_name)) + self.languageFrom, self.languageTo,self.method_name)) clear_corresponding_entries_in_db_whitelist(self) for word_info in self.whitelist: BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.language_ids,True)) + self.languageFrom, self.languageTo,True)) for word_info in self.blacklist: BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.language_ids,False)) + self.languageFrom, self.languageTo,False)) BaseService.session.commit() @@ -162,7 +166,7 @@ def _print_load_stats(self, a, b): memory_footprint = total_size(self.candidates, set()) / 1024 / 1024 print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, len(self.candidates)))) - print(("Required memory for the {0} {1} registry: {2}MB".format(self.language_ids, self.method_name, memory_footprint))) + print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.languageFrom, self.languageTo, self.method_name, memory_footprint))) @classmethod def _pprofile_load_from_db(cls, language_ids, method_name, output=False): @@ -178,7 +182,7 @@ def _pprofile_load_from_db(cls, language_ids, method_name, output=False): def _pprofile_load_from_file(cls, language_ids, method_name= "", output=False): a = datetime.now() - new_registry = cls.load_from_file(language_ids, method_name= "") + new_registry = cls.load_from_file(languageFrom,languageTo, method_name= "") b = datetime.now() if output: new_registry.print_load_stats(a, b) diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index 6400f5b..3e833cb 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -3,13 +3,13 @@ # note: only executable in terminal, reactive to one-key stroke -def evaluate_cognates(language_ids, method): - print(language_ids) +def evaluate_cognates(languageFrom, languageTo, method): + print(languageFrom, languageTo) print("y: whitelist") print("q: quit") print("other: blacklist") - cognateinfo = CognateInfo.load_from_path(language_ids, method) + cognateinfo = CognateInfo.load_from_path(languageFrom, languageTo, method) for cognate in cognateinfo.candidates\ .difference(cognateinfo.blacklist)\ diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index fc8605b..7d96d3b 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -14,9 +14,9 @@ def __init__(self): # load configuration given language combination code and method name, configuration file assumed to be # in the associated folder - def loadConfig(self, language_ids, method_name): + def loadConfig(self, languageFrom, languageTo, method_name): - language_code_path = path_of_cognate_parameters(language_ids, method_name) + language_code_path = path_of_cognate_parameters(languageFrom, languageTo, method_name) return self.load_from_path(language_code_path) @@ -37,9 +37,9 @@ def load_from_path(self, path): return self # load rules from rules.txt located in associated folder - def load_rules(self, language_ids, method_name): + def load_rules(self, languageFrom, languageTo, method_name): - path = path_of_cognate_rules(language_ids, method_name) + path = path_of_cognate_rules(languageFrom, languageTo, method_name) self.load_rules_from_path(path) diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index aaa1200..e36f8a5 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -14,7 +14,7 @@ class CognateTests(TestCase): @classmethod def testload(self): - info = CognateInfo.load_from_path("denl","edit_distance") + info = CognateInfo.load_from_path("de", "nl","edit_distance") @classmethod @@ -22,10 +22,10 @@ def testeditDistanceAbsolute(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("denl","absolute") + cognateFM = CognateInfo("de", "nl","absolute") distanceMetric = WordDistanceAbsolute() - distanceMetric.loadConfig("denl", "absolute") + distanceMetric.loadConfig("de", "nl", "absolute") #if load fails create empty config file and warn user @@ -37,10 +37,10 @@ def testeditDistance(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("denl","edit_distance") + cognateFM = CognateInfo("de", "nl","edit_distance") distanceMetric = WordDistanceEdit() - distanceMetric.loadConfig("denl", "edit_distance") + distanceMetric.loadConfig("de", "nl", "edit_distance") cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) @@ -51,11 +51,11 @@ def testeditDistanceRules(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("denl","edit_distance_rules") + cognateFM = CognateInfo("de", "nl","edit_distance_rules") distanceMetric = WordDistanceRules() - distanceMetric.loadConfig("denl", "edit_distance_rules") - distanceMetric.load_rules("denl", "edit_distance_rules") + distanceMetric.loadConfig("de", "nl", "edit_distance_rules") + distanceMetric.load_rules("de", "nl", "edit_distance_rules") cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() @@ -65,29 +65,22 @@ def testeditDistanceOverlap(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("denl", "edit_distance_overlap") + cognateFM = CognateInfo("de", "nl", "edit_distance_overlap") distanceMetric = WordDistanceOverlap() cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() - @classmethod - def testquiz(self): - cognateFM = CognateInfo.load_from_path("denl", "absolute") - cognateFM.start_quiz() - cognateFM.save_evaluation() - - @classmethod def testcachetodb(self): - cognateFM = CognateInfo.load_from_path("denl", "absolute") + cognateFM = CognateInfo.load_from_path("de", "nl", "absolute") print(len(list(cognateFM.candidates)), len(list(cognateFM.blacklist)), len(list(cognateFM.whitelist))) cognateFM.cache_to_db() @classmethod def testloadfromdb(self): - cognateFM = CognateInfo("denl", "absolute") - cognateFM = cognateFM.load_from_db("denl", "absolute") + cognateFM = CognateInfo("de", "nl", "absolute") + cognateFM = cognateFM.load_from_db("de", "nl", "absolute") print(len(list(cognateFM.candidates)),len(list(cognateFM.blacklist)),len(list(cognateFM.whitelist))) From deeeb0578eee424ef067390538f18c76259c526d Mon Sep 17 00:00:00 2001 From: joel Date: Sun, 29 Apr 2018 19:47:18 +0200 Subject: [PATCH 23/64] support for rules added directly to edit distance function factory --- wordstats/edit_distance.py | 6 +- wordstats/edit_distance_absolute.py | 9 +-- wordstats/edit_distance_function_factory.py | 43 +++++++++++++- wordstats/edit_distance_overlap.py | 17 +----- wordstats/edit_distance_rules.py | 63 --------------------- wordstats/tests/test_cognate.py | 3 +- 6 files changed, 50 insertions(+), 91 deletions(-) delete mode 100644 wordstats/edit_distance_rules.py diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index cfd584e..cb9b408 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -5,11 +5,11 @@ class WordDistanceEdit(WordDistanceFactory): def __init__(self): + super().__init__() self.replace_distance = 1 self.add_distance = 1 - self.threshold = 0.3 - def edit_distance(self, word1: str, word2: str): + def edit_distance_function(self, word1: str, word2: str): wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) @@ -21,7 +21,7 @@ def edit_distance(self, word1: str, word2: str): for i in range(len(wordShortest), len(wordLongest)): distance += self.add_distance - return distance / len(wordLongest) < self.threshold + return distance / len(wordLongest) def initialize_from_config(self, config): diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py index 7c1966e..9d6250b 100644 --- a/wordstats/edit_distance_absolute.py +++ b/wordstats/edit_distance_absolute.py @@ -5,15 +5,12 @@ class WordDistanceAbsolute(WordDistanceFactory): def __init__(self): + super().__init__() self.replace_distance = 1 self.add_distance = 1 - self.threshold = 0.3 - def edit_distance(self, word1: str, word2: str): - if word1 == word2: - return True - else: - False + def edit_distance_function(self, word1: str, word2: str): + return 0 if word1 == word2 else 1 def initialize_from_config(self, config): diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index 7d96d3b..adb6832 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -10,6 +10,8 @@ class WordDistanceFactory(ABC): def __init__(self): super().__init__() + self.rules = [] + self.threshold = 0.5 # load configuration given language combination code and method name, configuration file assumed to be # in the associated folder @@ -51,14 +53,49 @@ def load_rules_from_path(self, path): self.rules = [] for line in content.splitlines(): words = line.split() - self.rules.append((words[0],words[1])) + if len(words) == 1: + self.rules.append((words[0], "")) + else: + self.rules.append((words[0],words[1])) + + + # edit_distance including rules for substitution + def edit_distance(self, word1: str, word2: str): + + min_dist = self._edit_distance_rules_rec(word1, word2, 0) + if min_dist < self.threshold: + return True + else: + False + + # apply every possible combination of substitution rules until best cognate pair is found + def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): + + minDist = self.edit_distance_function(word1, word2) + + # stop when end of word is reached + if word1marker >= len(word1): + return minDist + + # recursion step, no adjustment + minDist = min(minDist, self._edit_distance_rules_rec(word1, word2, word1marker + 1)) + + # recursion step, adjust word by a rule + for rule in self.rules: + if word1.find(rule[0], word1marker) == word1marker: + minDist = min(minDist, + self._edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1), word2, + word1marker + len(rule[1]))) + + return minDist + # methods to be implemented # method that determines whether two strings form a cognate - # RETURN: True if cognate otherwise False + # RETURN: float indicating distance between two strings, 0 identical, 1 completely different @abstractmethod - def edit_distance(self, word1: str, word2: str): + def edit_distance_function(self, word1: str, word2: str): pass # method for initializing parameters using configparser diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py index 9e63942..884bdaa 100644 --- a/wordstats/edit_distance_overlap.py +++ b/wordstats/edit_distance_overlap.py @@ -5,11 +5,9 @@ class WordDistanceOverlap(WordDistanceFactory): def __init__(self): - self.replace_distance = 1 - self.add_distance = 1 - self.threshold = 0.8 + super().__init__() - def _edit_distance_overlap(self, word1:str, word2:str): + def edit_distance_function(self, word1:str, word2:str): wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) @@ -19,16 +17,7 @@ def _edit_distance_overlap(self, word1:str, word2:str): if wordLongest.find(wordShortest[i:(j + 1)]) >= 0: overlap_size = max(overlap_size, j - i + 1) - return overlap_size / len(wordLongest) - - def edit_distance(self, word1: str, word2: str): - - distance = self._edit_distance_overlap(word1, word2) - if distance > self.threshold: - return True - else: - False - #ziel ziek? 3/4 > 0.8? + return 1 - overlap_size / len(wordLongest) def initialize_from_config(self, config): pass \ No newline at end of file diff --git a/wordstats/edit_distance_rules.py b/wordstats/edit_distance_rules.py deleted file mode 100644 index 08d36a8..0000000 --- a/wordstats/edit_distance_rules.py +++ /dev/null @@ -1,63 +0,0 @@ -import codecs -import configparser -from .cognate_files_path import * -from .edit_distance_function_factory import WordDistanceFactory - -class WordDistanceRules(WordDistanceFactory): - def __init__(self): - self.rules = [] - self.replace_distance = 1 - self.add_distance = 1 - self.threshold = 0.3 - - # edit_distance including rules for substitution - def edit_distance(self, word1: str, word2: str): - - min_dist = self._edit_distance_rules_rec(word1, word2, 0) - if min_dist < self.threshold: - return True - else: - False - - - def _edit_distance_fuzzy(self, word1: str, word2: str): - - wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) - - distance = 0 - for i in range(len(wordShortest)): - if wordLongest[i] is not wordShortest[i]: - distance += self.replace_distance - - for i in range(len(wordShortest), len(wordLongest)): - distance += self.add_distance - - return distance / len(wordLongest) - - # recursive part of rule substitution edit distance - def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): - - minDist = self._edit_distance_fuzzy(word1, word2) - - # stop when end of word is reached - if word1marker >= len(word1): - return minDist - - # recursion step, no adjustment - minDist = min(minDist, self._edit_distance_rules_rec(word1, word2, word1marker + 1)) - - # recursion step, adjust word by a rule - for rule in self.rules: - if word1.find(rule[0], word1marker) == word1marker: - - minDist = min(minDist, - self._edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1), word2, - word1marker + len(rule[1]))) - - return minDist - - - def initialize_from_config(self, config): - self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) - self.add_distance = int(config['DISTANCE']['AddDistance']) - self.threshold = float(config['THRESHOLD']['Threshold']) \ No newline at end of file diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index e36f8a5..28b515d 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -3,7 +3,6 @@ from wordstats.loading_from_hermit import load_language_from_hermit from wordstats.edit_distance_absolute import WordDistanceAbsolute from wordstats.edit_distance import WordDistanceEdit -from wordstats.edit_distance_rules import WordDistanceRules from wordstats.edit_distance_overlap import WordDistanceOverlap from wordstats.cognate_files_path import * @@ -53,7 +52,7 @@ def testeditDistanceRules(self): cognateFM = CognateInfo("de", "nl","edit_distance_rules") - distanceMetric = WordDistanceRules() + distanceMetric = WordDistanceEdit() distanceMetric.loadConfig("de", "nl", "edit_distance_rules") distanceMetric.load_rules("de", "nl", "edit_distance_rules") From d486938cc8042f4f3386e28a733e210f9765dbf7 Mon Sep 17 00:00:00 2001 From: Mircea Lungu Date: Mon, 30 Apr 2018 16:04:28 +0200 Subject: [PATCH 24/64] ... --- wordstats/cognate_info.py | 123 +++++++++++++++++++++------- wordstats/config.py | 2 +- wordstats/edit_distance.py | 22 +++-- wordstats/edit_distance_absolute.py | 5 +- wordstats/tests/test_cognate.py | 65 ++++++++++++--- 5 files changed, 163 insertions(+), 54 deletions(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index fe55cdb..7bd61ac 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -4,6 +4,9 @@ from sqlalchemy import Table import configparser + +from wordstats.loading_from_hermit import load_language_from_hermit + from .word_info import WordInfo, UnknownWordInfo from .utils.mem_footprint import total_size from .base_service import BaseService, Base @@ -15,13 +18,36 @@ class CognateInfo(object): - def __init__(self, languageFrom, languageTo, method_name): + """ + + Responsibilities of this class: + - compute the candidates + - maintain the blacklist / whitelist (add_to_whitelist / add_to_blacklist / save_evaluation ) + - load /save blacklist / whitelist / candidates from file / DB to memory + + + + """ + + def __init__(self, languageFrom, languageTo, distance_computer_class): + """ + + either load from file, or compute if needed + + :param languageFrom: + :param languageTo: + :param method_name: + """ self.languageFrom = languageFrom self.languageTo = languageTo self.whitelist = set() self.candidates = set() self.blacklist = set() - self.method_name = method_name + self.distance_computer = distance_computer_class() + + + def best_guess(self): + return self.candidates - self.blacklist def all_blacklist(self): return self.blacklist @@ -29,18 +55,58 @@ def all_blacklist(self): def all_whitelist(self): return self.whitelist + @classmethod + def load_cached(self): + if True: # file exists: + # load from file + pass + else: + # self.apply_distance_metric(...) + pass + + # generates candidates based on distance function func and word lists + # def apply_distance_metric(self, wordlist1, wordlist2, func): + + def compute(self): + wordlist1 = list(load_language_from_hermit("de").word_info_dict.keys()) + wordlist2 = list(load_language_from_hermit("nl").word_info_dict.keys()) + + for w1 in wordlist1: + newset = set(filter(lambda x: len(x) > 0, + map(lambda w: w1 + ' ' + w if self.distance_computer.edit_distance(w1, w) else "", + wordlist2))) + self.candidates = self.candidates.union(newset) + + # ======================== + # File Handling + # ======================== + def add_to_whitelist(self, cognate): + """ + + maybe rename to + append_to_whitelist_file + ? + + :param cognate: + :return: + """ self.whitelist.add(cognate) append_to_file(path_of_cognate_whitelist(self.language_ids), cognate) def add_to_blacklist(self, cognate): + """ + ditto + + :param cognate: + :return: + """ self.blacklist.add(cognate) append_to_file(path_of_cognate_blacklist(self.language_ids), cognate) - # also save new dicts @classmethod - def load_from_path(cls, languageFrom, languageTo, method_name= ""): + def load_from_path(cls, languageFrom, languageTo, method_name=""): """ Loads cognate information given the cognate code (e.g. ennl) and method_name Loads the word info from the given file @@ -77,6 +143,13 @@ def save_candidates(self): save_to_file(language_code_path, '\n'.join(self.candidates)) def save_evaluation(self): + """ + + write to disk both whitelist and blacklist + worth a rename of the method name + + :return: None + """ language_code_path = path_of_cognate_whitelist(self.languageFrom, self.languageTo) save_to_file(language_code_path, '\n'.join(self.whitelist)) @@ -84,15 +157,8 @@ def save_evaluation(self): language_code_path = path_of_cognate_blacklist(self.languageFrom, self.languageTo) save_to_file(language_code_path, '\n'.join(self.blacklist)) - # generates candidates based on distance function func and word lists - def apply_distance_metric(self, wordlist1, wordlist2, func): - - for w1 in wordlist1: - newset = set(filter(lambda x: len(x)>0 , map(lambda w: w1 + ' ' + w if func(w1, w) else "", wordlist2))) - self.candidates = self.candidates.union(newset) - @classmethod - def load_from_db(cls, languageFrom, languageTo, method_name= ""): + def load_from_db(cls, languageFrom, languageTo, method_name=""): """ Assumes the ~./cognate_db file contains information about how to connect to the @@ -104,7 +170,7 @@ def load_from_db(cls, languageFrom, languageTo, method_name= ""): :return: """ - new_registry = cls(languageFrom, languageTo, method_name= "") + new_registry = cls(languageFrom, languageTo, method_name="") all_word_info_items = CognateCandidatesInfo.find_all(languageFrom, languageTo, method_name) @@ -134,39 +200,44 @@ def cache_to_db(self): def clear_corresponding_entries_in_db_candidates(self): table = Table('candidates_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) if __name__ == '__main__': - words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom).\ - filter(table.c.languageTo == self.languageTo).\ + words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ + filter(table.c.languageTo == self.languageTo). \ filter(table.c.method == self.method_name) words.delete(synchronize_session=False) def clear_corresponding_entries_in_db_whitelist(self): table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom).\ - filter(table.c.languageTo == self.languageTo) + words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ + filter(table.c.languageTo == self.languageTo) words.delete(synchronize_session=False) clear_corresponding_entries_in_db_candidates(self) for word_info in self.candidates: BaseService.session.add(CognateCandidatesInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo,self.method_name)) + self.languageFrom, self.languageTo, self.method_name)) clear_corresponding_entries_in_db_whitelist(self) for word_info in self.whitelist: BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo,True)) + self.languageFrom, self.languageTo, True)) for word_info in self.blacklist: BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo,False)) + self.languageFrom, self.languageTo, False)) BaseService.session.commit() + # ======================== + # Benchmarking performance + # ======================== # Everything that follows is private def _print_load_stats(self, a, b): memory_footprint = total_size(self.candidates, set()) / 1024 / 1024 print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, len(self.candidates)))) - print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.languageFrom, self.languageTo, self.method_name, memory_footprint))) + print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.languageFrom, self.languageTo, + self.method_name, memory_footprint))) + @classmethod def _pprofile_load_from_db(cls, language_ids, method_name, output=False): @@ -179,18 +250,12 @@ def _pprofile_load_from_db(cls, language_ids, method_name, output=False): return b - a @classmethod - def _pprofile_load_from_file(cls, language_ids, method_name= "", output=False): + def _pprofile_load_from_file(cls, language_ids, method_name="", output=False): a = datetime.now() - new_registry = cls.load_from_file(languageFrom,languageTo, method_name= "") + new_registry = cls.load_from_file(languageFrom, languageTo, method_name="") b = datetime.now() if output: new_registry.print_load_stats(a, b) return b - a - - - - - - diff --git a/wordstats/config.py b/wordstats/config.py index 6e6309e..12eea97 100644 --- a/wordstats/config.py +++ b/wordstats/config.py @@ -12,4 +12,4 @@ RULES= 'rules' CANDIDATES= 'candidates' -MAX_WORDS = 100 \ No newline at end of file +MAX_WORDS = 1000 \ No newline at end of file diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index cb9b408..45b32b6 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -3,9 +3,17 @@ from .cognate_files_path import * from .edit_distance_function_factory import WordDistanceFactory -class WordDistanceEdit(WordDistanceFactory): - def __init__(self): + +class LanguageAwareEditDistance(WordDistanceFactory): + def __init__(self, primary_language, secondary_language): super().__init__() + self.primary_language = primary_language + self.secondary_langiuage = secondary_language + self._initialize_distances() + + def _initialize_distances(self): + + # these might change based on the primary secondayr self.replace_distance = 1 self.add_distance = 1 @@ -23,17 +31,7 @@ def edit_distance_function(self, word1: str, word2: str): return distance / len(wordLongest) - def initialize_from_config(self, config): self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) self.add_distance = int(config['DISTANCE']['AddDistance']) self.threshold = float(config['THRESHOLD']['Threshold']) - - - - - - - - - diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py index 9d6250b..56cf6fb 100644 --- a/wordstats/edit_distance_absolute.py +++ b/wordstats/edit_distance_absolute.py @@ -6,8 +6,9 @@ class WordDistanceAbsolute(WordDistanceFactory): def __init__(self): super().__init__() - self.replace_distance = 1 - self.add_distance = 1 + self.replace_distance = 2 + self.add_distance = 3 + self.method_name = "absolute" def edit_distance_function(self, word1: str, word2: str): return 0 if word1 == word2 else 1 diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index 28b515d..c5d5768 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -8,25 +8,72 @@ from wordstats.cognate_files_path import * from wordstats.cognate_info import CognateInfo + + class CognateTests(TestCase): @classmethod - def testload(self): + def testEasyAPI(self): + # decisions implied in this code + # - lookup of cognates, is possible only in the primary language + # - the words in the primary language, are loaded in a dictionary for fast lookup + # - there should be a different class name if a distance computer has different parameters + # - - this implies that we don't need anymore the config.cfg with distance params + + cognate_info_de_nl = CognateInfo.load_cached(primary="de", secondary="nl", LanguageAwareEditDistance) + + cognate_info_de_fr = CognateInfo.load_cached(primary="de", secondary="fr", LanguageAwareEditDistance) + + assert (len(cognate_info.best_guess()) <= len(cognate_info.candidates)) + + assert (cognate_info.has_cognates("als")) + assert (cognate_info.get_cognates("als")) + + cognate_info.save() + # save the + # - config + # - candidates + + @classmethod + def testEasyAPI(self): + distance_metric_1 = WordDistanceAbsolute() + distance_metric_2 = WordDistanceEdit() + + cognate_info1 = CognateInfo.load_cached("de", "nl", distance_metric_1) + cognate_info2 = CognateInfo.load_cached("de", "nl", distance_metric_2) - info = CognateInfo.load_from_path("de", "nl","edit_distance") + cognate_info1.save() + cognate_info2.save() + def test_interactive_user_feedback(self): + + @classmethod + def testEasyAPI2(self): + distance_metric = WordDistanceAbsolute(2, 3) + + cognate_info = CognateInfo("de", "nl") + + distance_metric.compute(cognate_info) + + # load_language_from_hermit + # + cognateFM.save() + # save the + # - config + # - candidates @classmethod def testeditDistanceAbsolute(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("de", "nl","absolute") + cognateFM = CognateInfo("de", "nl", "absolute") distanceMetric = WordDistanceAbsolute() - distanceMetric.loadConfig("de", "nl", "absolute") - #if load fails create empty config file and warn user + distanceMetric.replace_distance = 2 + distanceMetric.add_distance = 1 + # if load fails create empty config file and warn user cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() @@ -36,12 +83,11 @@ def testeditDistance(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("de", "nl","edit_distance") + cognateFM = CognateInfo("de", "nl", "edit_distance") distanceMetric = WordDistanceEdit() distanceMetric.loadConfig("de", "nl", "edit_distance") - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) cognateFM.save_candidates() @@ -50,7 +96,7 @@ def testeditDistanceRules(self): german = list(load_language_from_hermit("de").word_info_dict.keys()) dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - cognateFM = CognateInfo("de", "nl","edit_distance_rules") + cognateFM = CognateInfo("de", "nl", "edit_distance_rules") distanceMetric = WordDistanceEdit() distanceMetric.loadConfig("de", "nl", "edit_distance_rules") @@ -81,5 +127,4 @@ def testcachetodb(self): def testloadfromdb(self): cognateFM = CognateInfo("de", "nl", "absolute") cognateFM = cognateFM.load_from_db("de", "nl", "absolute") - print(len(list(cognateFM.candidates)),len(list(cognateFM.blacklist)),len(list(cognateFM.whitelist))) - + print(len(list(cognateFM.candidates)), len(list(cognateFM.blacklist)), len(list(cognateFM.whitelist))) From 6b9e093b5bff7f0399bfd1293c339c9a0fe555b7 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 13:43:00 +0200 Subject: [PATCH 25/64] changed in memory storage to dict, automatic loading from db or file, refactoring to handle dict structure --- wordstats/cognate_info.py | 207 +++++++++++++------- wordstats/cognate_user_evaluation.py | 42 ++-- wordstats/edit_distance.py | 11 +- wordstats/edit_distance_absolute.py | 6 +- wordstats/edit_distance_function_factory.py | 49 ++--- wordstats/edit_distance_overlap.py | 10 +- wordstats/tests/test_cognate.py | 115 ++--------- 7 files changed, 195 insertions(+), 245 deletions(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 7bd61ac..5f6b662 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -15,6 +15,7 @@ from .cognate_files_path import * from .cognate_db import * from .getchunix import read_single_keypress +from .edit_distance_function_factory import WordDistanceFactory class CognateInfo(object): @@ -29,7 +30,7 @@ class CognateInfo(object): """ - def __init__(self, languageFrom, languageTo, distance_computer_class): + def __init__(self, languageFrom, languageTo, distance_computer_class: WordDistanceFactory): """ either load from file, or compute if needed @@ -40,48 +41,62 @@ def __init__(self, languageFrom, languageTo, distance_computer_class): """ self.languageFrom = languageFrom self.languageTo = languageTo - self.whitelist = set() - self.candidates = set() - self.blacklist = set() - self.distance_computer = distance_computer_class() + self.whitelist = dict() + self.candidates = dict() + self.blacklist = dict() + self.distance_computer = distance_computer_class(languageFrom, languageTo) def best_guess(self): - return self.candidates - self.blacklist + best_dict = dict(self.candidates) + for key in self.blacklist.keys(): + best_dict.pop(key) - def all_blacklist(self): - return self.blacklist + return best_dict - def all_whitelist(self): - return self.whitelist - @classmethod - def load_cached(self): - if True: # file exists: - # load from file - pass - else: - # self.apply_distance_metric(...) - pass # generates candidates based on distance function func and word lists # def apply_distance_metric(self, wordlist1, wordlist2, func): def compute(self): - wordlist1 = list(load_language_from_hermit("de").word_info_dict.keys()) - wordlist2 = list(load_language_from_hermit("nl").word_info_dict.keys()) + wordlist1 = list(load_language_from_hermit(self.languageFrom).word_info_dict.keys()) + wordlist2 = list(load_language_from_hermit(self.languageTo).word_info_dict.keys()) + self.candidates = dict() for w1 in wordlist1: - newset = set(filter(lambda x: len(x) > 0, - map(lambda w: w1 + ' ' + w if self.distance_computer.edit_distance(w1, w) else "", - wordlist2))) - self.candidates = self.candidates.union(newset) + for w2 in wordlist2: + if self.distance_computer.edit_distance(w1, w2): + if w1 in self.candidates: + self.candidates[w1].append(w2) + else: + self.candidates[w1] = [w2] # ======================== # File Handling # ======================== - def add_to_whitelist(self, cognate): + @classmethod + def load_cached(cls, languageFrom, languageTo, distance_computer_class: WordDistanceFactory): + + new_registry = cls.load_from_db(languageFrom, languageTo, + distance_computer_class) + + if len(new_registry.candidates) > 0: # stored in db + return new_registry + + new_registry = cls.load_from_path(languageFrom, languageTo, + distance_computer_class) + if len(new_registry.candidates) > 0: # stored in local file + return new_registry + + new_registry = cls(languageFrom, languageTo, + distance_computer_class) + new_registry.compute() # compute candidates + + return new_registry + + def add_to_whitelist(self, primaryWord, secondaryWord): """ maybe rename to @@ -91,22 +106,38 @@ def add_to_whitelist(self, cognate): :param cognate: :return: """ - self.whitelist.add(cognate) - append_to_file(path_of_cognate_whitelist(self.language_ids), cognate) + if primaryWord in self.whitelist: + self.whitelist[primaryWord].append(secondaryWord) + else: + self.whitelist[primaryWord] = [secondaryWord] - def add_to_blacklist(self, cognate): + def add_to_blacklist(self, primaryWord, secondaryWord): """ ditto :param cognate: :return: """ - self.blacklist.add(cognate) - append_to_file(path_of_cognate_blacklist(self.language_ids), cognate) + + if primaryWord in self.blacklist: + self.blacklist[primaryWord].append(secondaryWord) + else: + self.blacklist[primaryWord] = [secondaryWord] + + def add_to_db(self, primaryWord, secondaryWord, whitelist: Boolean): + + try: + BaseService.session.add(CognateWhiteListInfo(primaryWord, secondaryWord, + self.languageFrom, self.languageTo, + whitelist)) + BaseService.session.commit() + except sqlalchemy.exc.IntegrityError: + # value to be added is already in database + BaseService.session.rollback() # also save new dicts @classmethod - def load_from_path(cls, languageFrom, languageTo, method_name=""): + def load_from_path(cls, primary, secondary, distance_function): """ Loads cognate information given the cognate code (e.g. ennl) and method_name Loads the word info from the given file @@ -124,41 +155,60 @@ def load_from_path(cls, languageFrom, languageTo, method_name=""): :return: """ - new_registry = cls(languageFrom, languageTo, method_name) + new_registry = cls(primary, secondary, distance_function) - language_code_path = path_of_cognate_whitelist(languageFrom, languageTo) - new_registry.whitelist = set(load_from_path(language_code_path).splitlines()) + language_code_path = path_of_cognate_whitelist(primary, secondary) + for line in load_from_path(language_code_path).splitlines(): + keyValue = line.split() + new_registry.whitelist[keyValue[0]] = keyValue[1:] - language_code_path = path_of_cognate_blacklist(languageFrom, languageTo) - new_registry.blacklist = set(load_from_path(language_code_path).splitlines()) + language_code_path = path_of_cognate_blacklist(primary, secondary) + for line in load_from_path(language_code_path).splitlines(): + keyValue = line.split() + new_registry.blacklist[keyValue[0]] = keyValue[1:] - language_code_path = path_of_cognate_candidates(languageFrom, languageTo, method_name) - new_registry.candidates = set(load_from_path(language_code_path).splitlines()) + language_code_path = path_of_cognate_candidates(primary, secondary, new_registry.distance_computer.method_name) + for line in load_from_path(language_code_path).splitlines(): + keyValue = line.split() + new_registry.candidates[keyValue[0]] = keyValue[1:] return new_registry def save_candidates(self): - language_code_path = path_of_cognate_candidates(self.languageFrom, self.languageTo, self.method_name) - save_to_file(language_code_path, '\n'.join(self.candidates)) + language_code_path = path_of_cognate_candidates(self.languageFrom, self.languageTo, self.distance_computer.method_name) + + lines = [] + for k, v in self.candidates.items(): + lines.append(k + " " + " ".join(str(x) for x in v)) + + save_to_file(language_code_path, '\n'.join(lines)) def save_evaluation(self): """ - write to disk both whitelist and blacklist - worth a rename of the method name + write to disk both whitelist and blacklist + worth a rename of the method name :return: None """ - language_code_path = path_of_cognate_whitelist(self.languageFrom, self.languageTo) - save_to_file(language_code_path, '\n'.join(self.whitelist)) + lines = [] + for k, v in self.whitelist.items(): + lines.append(k + " " + " ".join(str(x) for x in v)) + + save_to_file(language_code_path, '\n'.join(lines)) language_code_path = path_of_cognate_blacklist(self.languageFrom, self.languageTo) - save_to_file(language_code_path, '\n'.join(self.blacklist)) + lines = [] + for k, v in self.blacklist.items(): + lines.append(k + " " + " ".join(str(x) for x in v)) + + save_to_file(language_code_path, '\n'.join(lines)) + @classmethod - def load_from_db(cls, languageFrom, languageTo, method_name=""): + def load_from_db(cls, primary, secondary, distance_function): """ Assumes the ~./cognate_db file contains information about how to connect to the @@ -170,22 +220,23 @@ def load_from_db(cls, languageFrom, languageTo, method_name=""): :return: """ - new_registry = cls(languageFrom, languageTo, method_name="") + new_registry = cls(primary, secondary, distance_function) - all_word_info_items = CognateCandidatesInfo.find_all(languageFrom, languageTo, method_name) + all_word_info_items = CognateCandidatesInfo.find_all(primary, secondary, new_registry.distance_computer.method_name) for each in all_word_info_items: - word = each.word_from + " " + each.word_to - new_registry.candidates.add(word) + if each.word_from in new_registry.whitelist: + new_registry.candidates[each.word_from].append(each.word_to) + else: + new_registry.candidates[each.word_from] = [each.word_to] - all_word_info_items = CognateWhiteListInfo.find_all(languageFrom, languageTo) + all_word_info_items = CognateWhiteListInfo.find_all(primary, secondary) for each in all_word_info_items: - word = each.word_from + " " + each.word_to if each.whitelist: - new_registry.whitelist.add(word) + new_registry.add_to_whitelist(each.word_from, each.word_to) else: - new_registry.blacklist.add(word) + new_registry.add_to_blacklist(each.word_from, each.word_to) return new_registry @@ -199,11 +250,10 @@ def cache_to_db(self): def clear_corresponding_entries_in_db_candidates(self): table = Table('candidates_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - if __name__ == '__main__': - words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ - filter(table.c.languageTo == self.languageTo). \ - filter(table.c.method == self.method_name) - words.delete(synchronize_session=False) + words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ + filter(table.c.languageTo == self.languageTo). \ + filter(table.c.method == self.distance_computer.method_name) + words.delete(synchronize_session=False) def clear_corresponding_entries_in_db_whitelist(self): table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) @@ -212,18 +262,26 @@ def clear_corresponding_entries_in_db_whitelist(self): words.delete(synchronize_session=False) clear_corresponding_entries_in_db_candidates(self) - for word_info in self.candidates: - BaseService.session.add(CognateCandidatesInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo, self.method_name)) + + for key, values in self.candidates.items(): + for value in values: + BaseService.session.add(CognateCandidatesInfo(key, value, + self.languageFrom, self.languageTo, + self.distance_computer.method_name)) clear_corresponding_entries_in_db_whitelist(self) - for word_info in self.whitelist: - BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo, True)) - for word_info in self.blacklist: - BaseService.session.add(CognateWhiteListInfo(word_info.split()[0], word_info.split()[1], - self.languageFrom, self.languageTo, False)) + for key, values in self.whitelist.items(): + for value in values: + BaseService.session.add(CognateWhiteListInfo(key, value, + self.languageFrom, self.languageTo, + True)) + + for key, values in self.blacklist.items(): + for value in values: + BaseService.session.add(CognateWhiteListInfo(key, value, + self.languageFrom, self.languageTo, + False)) BaseService.session.commit() @@ -232,17 +290,18 @@ def clear_corresponding_entries_in_db_whitelist(self): # ======================== # Everything that follows is private def _print_load_stats(self, a, b): - memory_footprint = total_size(self.candidates, set()) / 1024 / 1024 + memory_footprint = total_size(self.candidates, dict()) / 1024 / 1024 print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, len(self.candidates)))) print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.languageFrom, self.languageTo, - self.method_name, memory_footprint))) + self.distance_computer.method_name, + memory_footprint))) @classmethod - def _pprofile_load_from_db(cls, language_ids, method_name, output=False): + def _pprofile_load_from_db(cls, primary, secondary, distance_computer, output=False): a = datetime.now() - new_registry = cls.load_from_db(language_ids, method_name) + new_registry = cls.load_from_db(primary, secondary, distance_computer) b = datetime.now() if output: new_registry.print_load_stats(a, b) @@ -250,10 +309,10 @@ def _pprofile_load_from_db(cls, language_ids, method_name, output=False): return b - a @classmethod - def _pprofile_load_from_file(cls, language_ids, method_name="", output=False): + def _pprofile_load_from_file(cls, primary, secondary, distance_computer, output=False): a = datetime.now() - new_registry = cls.load_from_file(languageFrom, languageTo, method_name="") + new_registry = cls.load_from_file(primary, secondary, distance_computer) b = datetime.now() if output: new_registry.print_load_stats(a, b) diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index 3e833cb..b6f40ca 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -1,6 +1,6 @@ from wordstats.cognate_info import CognateInfo from wordstats.getchunix import read_single_keypress - +from wordstats.edit_distance import LanguageAwareEditDistance # note: only executable in terminal, reactive to one-key stroke def evaluate_cognates(languageFrom, languageTo, method): @@ -9,21 +9,25 @@ def evaluate_cognates(languageFrom, languageTo, method): print("q: quit") print("other: blacklist") - cognateinfo = CognateInfo.load_from_path(languageFrom, languageTo, method) - - for cognate in cognateinfo.candidates\ - .difference(cognateinfo.blacklist)\ - .difference(cognateinfo.whitelist): - - print(cognate) - - char = read_single_keypress() - - if char == 'y': - cognateinfo.add_to_whitelist(cognate) - elif char == 'q': - break - else: - cognateinfo.add_to_blacklist(cognate) - -evaluate_cognates("denl", "edit_distance_rules") \ No newline at end of file + cognateinfo = CognateInfo.load_cached(languageFrom, languageTo, method) + cognateinfo.save_candidates() + for key, values in cognateinfo.candidates.items(): + for value in values: + #if (key not in cognateinfo.blacklist.keys() or value not in cognateinfo.blacklist[key]) and\ + #(key not in cognateinfo.whitelist.keys() or value not in cognateinfo.whitelist[key]): + print(key, value) + + char = read_single_keypress() + + if char == 'y': + cognateinfo.add_to_whitelist(key, value) + cognateinfo.add_to_db(key, value, True) + elif char == 'q': + return + else: + cognateinfo.add_to_db(key, value, False) + cognateinfo.add_to_blacklist(key, value) + #cognateinfo.save_evaluation() + #cognateinfo.cache_to_db() + +evaluate_cognates("de","nl", LanguageAwareEditDistance) \ No newline at end of file diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index 45b32b6..9f40204 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -6,9 +6,9 @@ class LanguageAwareEditDistance(WordDistanceFactory): def __init__(self, primary_language, secondary_language): - super().__init__() - self.primary_language = primary_language - self.secondary_langiuage = secondary_language + super().__init__(primary_language, secondary_language) + self.method_name = "edit_distance" + self.threshold = 0.5 self._initialize_distances() def _initialize_distances(self): @@ -30,8 +30,3 @@ def edit_distance_function(self, word1: str, word2: str): distance += self.add_distance return distance / len(wordLongest) - - def initialize_from_config(self, config): - self.replace_distance = int(config['DISTANCE']['ReplaceDistance']) - self.add_distance = int(config['DISTANCE']['AddDistance']) - self.threshold = float(config['THRESHOLD']['Threshold']) diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py index 56cf6fb..99639f1 100644 --- a/wordstats/edit_distance_absolute.py +++ b/wordstats/edit_distance_absolute.py @@ -11,8 +11,4 @@ def __init__(self): self.method_name = "absolute" def edit_distance_function(self, word1: str, word2: str): - return 0 if word1 == word2 else 1 - - - def initialize_from_config(self, config): - pass \ No newline at end of file + return 0 if word1 == word2 else 1 \ No newline at end of file diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index adb6832..59f096c 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -8,44 +8,23 @@ # abstract methods are specific to the distance measure class WordDistanceFactory(ABC): - def __init__(self): + def __init__(self, primary_language, secondary_language): super().__init__() self.rules = [] self.threshold = 0.5 - - # load configuration given language combination code and method name, configuration file assumed to be - # in the associated folder - - def loadConfig(self, languageFrom, languageTo, method_name): - - language_code_path = path_of_cognate_parameters(languageFrom, languageTo, method_name) - - return self.load_from_path(language_code_path) - - - def load_from_path(self, path): - - config = configparser.ConfigParser() - - content = load_from_path(path) - - if content == "": - return self - - config.read_string(content) - - self.initialize_from_config(config) - - return self + # in addition, derived classes need to implement the following variables + self.method_name = "" + self.languageFrom = primary_language + self.languageTo = secondary_language + self.load_rules() # load rules from rules.txt located in associated folder - def load_rules(self, languageFrom, languageTo, method_name): + def load_rules(self): - path = path_of_cognate_rules(languageFrom, languageTo, method_name) + path = path_of_cognate_rules(self.languageFrom, self.languageTo, self.method_name) self.load_rules_from_path(path) - def load_rules_from_path(self, path): content = load_from_path(path) @@ -58,7 +37,6 @@ def load_rules_from_path(self, path): else: self.rules.append((words[0],words[1])) - # edit_distance including rules for substitution def edit_distance(self, word1: str, word2: str): @@ -73,6 +51,10 @@ def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): minDist = self.edit_distance_function(word1, word2) + # stop when under threshold + if minDist < self.threshold: + return minDist + # stop when end of word is reached if word1marker >= len(word1): return minDist @@ -86,6 +68,7 @@ def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): minDist = min(minDist, self._edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1), word2, word1marker + len(rule[1]))) + print(rule) return minDist @@ -96,10 +79,4 @@ def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): # RETURN: float indicating distance between two strings, 0 identical, 1 completely different @abstractmethod def edit_distance_function(self, word1: str, word2: str): - pass - - # method for initializing parameters using configparser - # assign read values from configparser to class variables here - @abstractmethod - def initialize_from_config(self, config): pass \ No newline at end of file diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py index 884bdaa..b64fcac 100644 --- a/wordstats/edit_distance_overlap.py +++ b/wordstats/edit_distance_overlap.py @@ -4,8 +4,9 @@ from .edit_distance_function_factory import WordDistanceFactory class WordDistanceOverlap(WordDistanceFactory): - def __init__(self): - super().__init__() + def __init__(self, primary_language, secondary_language): + super().__init__(primary_language, secondary_language) + self.method_name = "overlap" def edit_distance_function(self, word1:str, word2:str): @@ -17,7 +18,4 @@ def edit_distance_function(self, word1:str, word2:str): if wordLongest.find(wordShortest[i:(j + 1)]) >= 0: overlap_size = max(overlap_size, j - i + 1) - return 1 - overlap_size / len(wordLongest) - - def initialize_from_config(self, config): - pass \ No newline at end of file + return 1 - overlap_size / len(wordLongest) \ No newline at end of file diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index c5d5768..c47e0ad 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -2,7 +2,7 @@ from wordstats.loading_from_hermit import load_language_from_hermit from wordstats.edit_distance_absolute import WordDistanceAbsolute -from wordstats.edit_distance import WordDistanceEdit +from wordstats.edit_distance import LanguageAwareEditDistance from wordstats.edit_distance_overlap import WordDistanceOverlap from wordstats.cognate_files_path import * @@ -20,111 +20,32 @@ def testEasyAPI(self): # - there should be a different class name if a distance computer has different parameters # - - this implies that we don't need anymore the config.cfg with distance params - cognate_info_de_nl = CognateInfo.load_cached(primary="de", secondary="nl", LanguageAwareEditDistance) + #cognate_info_de_nl = CognateInfo.load_cached("de", "nl", LanguageAwareEditDistance) - cognate_info_de_fr = CognateInfo.load_cached(primary="de", secondary="fr", LanguageAwareEditDistance) + cognate_info_de_fr = CognateInfo.load_cached("de", "nl", LanguageAwareEditDistance) - assert (len(cognate_info.best_guess()) <= len(cognate_info.candidates)) +# assert (len(cognate_info_de_nl.best_guess()) <= len(cognate_info_de_nl.candidates)) - assert (cognate_info.has_cognates("als")) - assert (cognate_info.get_cognates("als")) + #assert (cognate_info_de_nl.has_cognates("als")) + #assert (cognate_info_de_nl.get_cognates("als")) - cognate_info.save() + cognate_info_de_fr.save_candidates() # save the # - config # - candidates - @classmethod - def testEasyAPI(self): - distance_metric_1 = WordDistanceAbsolute() - distance_metric_2 = WordDistanceEdit() - - cognate_info1 = CognateInfo.load_cached("de", "nl", distance_metric_1) - cognate_info2 = CognateInfo.load_cached("de", "nl", distance_metric_2) - - cognate_info1.save() - cognate_info2.save() - - def test_interactive_user_feedback(self): - - @classmethod - def testEasyAPI2(self): - distance_metric = WordDistanceAbsolute(2, 3) - - cognate_info = CognateInfo("de", "nl") - - distance_metric.compute(cognate_info) - - # load_language_from_hermit - # - cognateFM.save() - # save the - # - config - # - candidates - - @classmethod - def testeditDistanceAbsolute(self): - german = list(load_language_from_hermit("de").word_info_dict.keys()) - dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - - cognateFM = CognateInfo("de", "nl", "absolute") - - distanceMetric = WordDistanceAbsolute() - distanceMetric.replace_distance = 2 - distanceMetric.add_distance = 1 - - # if load fails create empty config file and warn user - - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) - cognateFM.save_candidates() - - @classmethod - def testeditDistance(self): - german = list(load_language_from_hermit("de").word_info_dict.keys()) - dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - - cognateFM = CognateInfo("de", "nl", "edit_distance") - - distanceMetric = WordDistanceEdit() - distanceMetric.loadConfig("de", "nl", "edit_distance") - - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) - cognateFM.save_candidates() - - @classmethod - def testeditDistanceRules(self): - german = list(load_language_from_hermit("de").word_info_dict.keys()) - dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - - cognateFM = CognateInfo("de", "nl", "edit_distance_rules") - - distanceMetric = WordDistanceEdit() - distanceMetric.loadConfig("de", "nl", "edit_distance_rules") - distanceMetric.load_rules("de", "nl", "edit_distance_rules") - - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) - cognateFM.save_candidates() - - @classmethod - def testeditDistanceOverlap(self): - german = list(load_language_from_hermit("de").word_info_dict.keys()) - dutch = list(load_language_from_hermit("nl").word_info_dict.keys()) - - cognateFM = CognateInfo("de", "nl", "edit_distance_overlap") - - distanceMetric = WordDistanceOverlap() - - cognateFM.apply_distance_metric(german, dutch, distanceMetric.edit_distance) - cognateFM.save_candidates() @classmethod - def testcachetodb(self): - cognateFM = CognateInfo.load_from_path("de", "nl", "absolute") - print(len(list(cognateFM.candidates)), len(list(cognateFM.blacklist)), len(list(cognateFM.whitelist))) - cognateFM.cache_to_db() + def testLoadCached(self): + cognate_info_de_fr = CognateInfo("fr", "nl", LanguageAwareEditDistance) + cognate_info_de_fr.compute() + cognate_info_de_fr.save_candidates() + cognate_info_de_fr.cache_to_db() @classmethod - def testloadfromdb(self): - cognateFM = CognateInfo("de", "nl", "absolute") - cognateFM = cognateFM.load_from_db("de", "nl", "absolute") - print(len(list(cognateFM.candidates)), len(list(cognateFM.blacklist)), len(list(cognateFM.whitelist))) + def testoverlap(self): + cognate_info_de_fr = CognateInfo("de", "nl", WordDistanceOverlap) + cognate_info_de_fr.compute() + cognate_info_de_fr.cache_to_db() + cognate_info_de_fr.save_candidates() + print(cognate_info_de_fr.candidates.items()) \ No newline at end of file From 0e879d7f9d4e1d257620de7141db49d6aa2eff6c Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 14:02:33 +0200 Subject: [PATCH 26/64] some renames for consistency --- wordstats/cognate_db.py | 46 +++++++++++++++---------------- wordstats/cognate_info.py | 58 +++++++++++++++++++-------------------- 2 files changed, 52 insertions(+), 52 deletions(-) diff --git a/wordstats/cognate_db.py b/wordstats/cognate_db.py index 57fa0b8..280815f 100644 --- a/wordstats/cognate_db.py +++ b/wordstats/cognate_db.py @@ -27,44 +27,44 @@ class CognateCandidatesInfo(SimplifiedQuery, Base): word_from = Column(String(255), nullable =False, index = True) word_to = Column(String(255), nullable=False, index=True) - languageFrom = Column(String(20), nullable =False, index = True) - languageTo = Column(String(20), nullable=False, index=True) + primary = Column(String(20), nullable =False, index = True) + secondary = Column(String(20), nullable=False, index=True) - UniqueConstraint(word_from, word_to, languageFrom, languageTo, method) + UniqueConstraint(word_from, word_to, primary, secondary, method) def __init__(self, word_from, word_to, languageFrom, languageTo, method): self.word_from = word_from self.word_to = word_to - self.languageFrom = languageFrom - self.languageTo = languageTo + self.primary = languageFrom + self.secondary = languageTo self.method = method def __str__(self): result = "info: {2} {3} ({0} {1})".format( self.word_from, self.word_to, - self.languageFrom + self.languageTo, + self.primary + self.secondary, self.method) result = result.encode(stdout.encoding) return result @classmethod - def find(cls, word, languageFrom, languageTo, method): + def find(cls, word, primary, secondary, method): word = word.lower() try: return (cls.query().filter(cls.word_from == word).\ - filter(cls.languageFrom == languageFrom).\ - filter(cls.languageTo == languageTo).\ + filter(cls.primary == primary).\ + filter(cls.secondary == secondary).\ filter(cls.method == method) .one()) except sqlalchemy.orm.exc.NoResultFound: return None @classmethod - def find_all(cls, languageFrom, languageTo, method): - return cls.query().filter(cls.languageFrom == languageFrom).\ - filter(cls.languageTo == languageTo).\ + def find_all(cls, primary, secondary, method): + return cls.query().filter(cls.primary == primary).\ + filter(cls.secondary == secondary).\ filter(cls.method == method).all() @@ -77,43 +77,43 @@ class CognateWhiteListInfo(SimplifiedQuery, Base): word_from = Column(String(255), nullable =False, index = True) word_to = Column(String(255), nullable=False, index=True) - languageFrom = Column(String(20), nullable =False, index = True) - languageTo = Column(String(20), nullable=False, index=True) + primary = Column(String(20), nullable =False, index = True) + secondary = Column(String(20), nullable=False, index=True) whitelist = Column(Boolean) - UniqueConstraint(word_from, word_to, languageFrom, languageTo) + UniqueConstraint(word_from, word_to, primary, secondary) def __init__(self, word_from, word_to, languageFrom, languageTo, whitelist): self.word_from = word_from self.word_to = word_to - self.languageFrom = languageFrom - self.languageTo = languageTo + self.primary = languageFrom + self.secondary = languageTo self.whitelist = whitelist def __str__(self): result = "info: {2} ({0} {1}, whitelist: {3})".format( self.word_from, self.word_to, - self.languageFrom + self.languageTo, + self.primary + self.secondary, self.whitelist) result = result.encode(stdout.encoding) return result @classmethod - def find(cls, word, languageFrom, languageTo): + def find(cls, word, primary, secondary): word = word.lower() try: return (cls.query().filter(cls.word_from == word).\ - filter(cls.languageFrom == languageFrom).\ - filter(cls.languageTo == languageTo).\ + filter(cls.primary == primary).\ + filter(cls.secondary == secondary).\ one()) except sqlalchemy.orm.exc.NoResultFound: return None @classmethod def find_all(cls, languageFrom, languageTo): - return cls.query().filter(cls.languageFrom == languageFrom).\ - filter(cls.languageTo == languageTo).\ + return cls.query().filter(cls.primary == languageFrom).\ + filter(cls.secondary == languageTo).\ all() diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 5f6b662..6c0c6f9 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -30,21 +30,21 @@ class CognateInfo(object): """ - def __init__(self, languageFrom, languageTo, distance_computer_class: WordDistanceFactory): + def __init__(self, primary, secondary, distance_computer_class: WordDistanceFactory): """ either load from file, or compute if needed - :param languageFrom: - :param languageTo: + :param primary: + :param secondary: :param method_name: """ - self.languageFrom = languageFrom - self.languageTo = languageTo + self.primary = primary + self.secondary = secondary self.whitelist = dict() self.candidates = dict() self.blacklist = dict() - self.distance_computer = distance_computer_class(languageFrom, languageTo) + self.distance_computer = distance_computer_class(primary, secondary) def best_guess(self): @@ -60,8 +60,8 @@ def best_guess(self): # def apply_distance_metric(self, wordlist1, wordlist2, func): def compute(self): - wordlist1 = list(load_language_from_hermit(self.languageFrom).word_info_dict.keys()) - wordlist2 = list(load_language_from_hermit(self.languageTo).word_info_dict.keys()) + wordlist1 = list(load_language_from_hermit(self.primary).word_info_dict.keys()) + wordlist2 = list(load_language_from_hermit(self.secondary).word_info_dict.keys()) self.candidates = dict() for w1 in wordlist1: @@ -77,21 +77,21 @@ def compute(self): # ======================== @classmethod - def load_cached(cls, languageFrom, languageTo, distance_computer_class: WordDistanceFactory): + def load_cached(cls, primary, secondary, distance_computer_class: WordDistanceFactory): - new_registry = cls.load_from_db(languageFrom, languageTo, - distance_computer_class) + new_registry = cls.load_from_db(primary, secondary, + distance_computer_class) if len(new_registry.candidates) > 0: # stored in db return new_registry - new_registry = cls.load_from_path(languageFrom, languageTo, + new_registry = cls.load_from_path(primary, secondary, distance_computer_class) if len(new_registry.candidates) > 0: # stored in local file return new_registry - new_registry = cls(languageFrom, languageTo, - distance_computer_class) + new_registry = cls(primary, secondary, + distance_computer_class) new_registry.compute() # compute candidates return new_registry @@ -128,8 +128,8 @@ def add_to_db(self, primaryWord, secondaryWord, whitelist: Boolean): try: BaseService.session.add(CognateWhiteListInfo(primaryWord, secondaryWord, - self.languageFrom, self.languageTo, - whitelist)) + self.primary, self.secondary, + whitelist)) BaseService.session.commit() except sqlalchemy.exc.IntegrityError: # value to be added is already in database @@ -176,7 +176,7 @@ def load_from_path(cls, primary, secondary, distance_function): def save_candidates(self): - language_code_path = path_of_cognate_candidates(self.languageFrom, self.languageTo, self.distance_computer.method_name) + language_code_path = path_of_cognate_candidates(self.primary, self.secondary, self.distance_computer.method_name) lines = [] for k, v in self.candidates.items(): @@ -192,14 +192,14 @@ def save_evaluation(self): :return: None """ - language_code_path = path_of_cognate_whitelist(self.languageFrom, self.languageTo) + language_code_path = path_of_cognate_whitelist(self.primary, self.secondary) lines = [] for k, v in self.whitelist.items(): lines.append(k + " " + " ".join(str(x) for x in v)) save_to_file(language_code_path, '\n'.join(lines)) - language_code_path = path_of_cognate_blacklist(self.languageFrom, self.languageTo) + language_code_path = path_of_cognate_blacklist(self.primary, self.secondary) lines = [] for k, v in self.blacklist.items(): lines.append(k + " " + " ".join(str(x) for x in v)) @@ -250,15 +250,15 @@ def cache_to_db(self): def clear_corresponding_entries_in_db_candidates(self): table = Table('candidates_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ - filter(table.c.languageTo == self.languageTo). \ + words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ + filter(table.c.secondary == self.secondary). \ filter(table.c.method == self.distance_computer.method_name) words.delete(synchronize_session=False) def clear_corresponding_entries_in_db_whitelist(self): table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.languageFrom == self.languageFrom). \ - filter(table.c.languageTo == self.languageTo) + words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ + filter(table.c.secondary == self.secondary) words.delete(synchronize_session=False) clear_corresponding_entries_in_db_candidates(self) @@ -266,7 +266,7 @@ def clear_corresponding_entries_in_db_whitelist(self): for key, values in self.candidates.items(): for value in values: BaseService.session.add(CognateCandidatesInfo(key, value, - self.languageFrom, self.languageTo, + self.primary, self.secondary, self.distance_computer.method_name)) clear_corresponding_entries_in_db_whitelist(self) @@ -274,14 +274,14 @@ def clear_corresponding_entries_in_db_whitelist(self): for key, values in self.whitelist.items(): for value in values: BaseService.session.add(CognateWhiteListInfo(key, value, - self.languageFrom, self.languageTo, - True)) + self.primary, self.secondary, + True)) for key, values in self.blacklist.items(): for value in values: BaseService.session.add(CognateWhiteListInfo(key, value, - self.languageFrom, self.languageTo, - False)) + self.primary, self.secondary, + False)) BaseService.session.commit() @@ -293,7 +293,7 @@ def _print_load_stats(self, a, b): memory_footprint = total_size(self.candidates, dict()) / 1024 / 1024 print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, len(self.candidates)))) - print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.languageFrom, self.languageTo, + print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.primary, self.secondary, self.distance_computer.method_name, memory_footprint))) From 7b9b778ed803037d1db33989cf00594392bb0f94 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 14:23:08 +0200 Subject: [PATCH 27/64] additional functions for retrieving cognates --- wordstats/cognate_info.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 6c0c6f9..f1b6059 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -54,8 +54,6 @@ def best_guess(self): return best_dict - - # generates candidates based on distance function func and word lists # def apply_distance_metric(self, wordlist1, wordlist2, func): @@ -72,6 +70,12 @@ def compute(self): else: self.candidates[w1] = [w2] + def has_cognates(self, primaryWord): + return primaryWord in self.candidates.keys() + + def get_cognates(self, primaryWord): + return self.candidates[primaryWord] + # ======================== # File Handling # ======================== From 543dab8a28a96d11c3807ae3ad2d5a86e523a657 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 14:38:44 +0200 Subject: [PATCH 28/64] fix: loading from db caused candidates to only have one cognate for each word --- wordstats/cognate_info.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index f1b6059..a0ee532 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -229,7 +229,7 @@ def load_from_db(cls, primary, secondary, distance_function): all_word_info_items = CognateCandidatesInfo.find_all(primary, secondary, new_registry.distance_computer.method_name) for each in all_word_info_items: - if each.word_from in new_registry.whitelist: + if each.word_from in new_registry.candidates: new_registry.candidates[each.word_from].append(each.word_to) else: new_registry.candidates[each.word_from] = [each.word_to] From e790041c72c9b2d3cf43659025779a53a7243447 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 14:38:58 +0200 Subject: [PATCH 29/64] additional test added --- wordstats/tests/test_cognate.py | 37 +++++++++++++++++++++------------ 1 file changed, 24 insertions(+), 13 deletions(-) diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index c47e0ad..ed27f16 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -22,30 +22,41 @@ def testEasyAPI(self): #cognate_info_de_nl = CognateInfo.load_cached("de", "nl", LanguageAwareEditDistance) - cognate_info_de_fr = CognateInfo.load_cached("de", "nl", LanguageAwareEditDistance) + cognate_info_de_nl = CognateInfo.load_cached("de", "nl", LanguageAwareEditDistance) # assert (len(cognate_info_de_nl.best_guess()) <= len(cognate_info_de_nl.candidates)) #assert (cognate_info_de_nl.has_cognates("als")) #assert (cognate_info_de_nl.get_cognates("als")) - cognate_info_de_fr.save_candidates() + cognate_info_de_nl.save_candidates() # save the # - config # - candidates @classmethod - def testLoadCached(self): - cognate_info_de_fr = CognateInfo("fr", "nl", LanguageAwareEditDistance) - cognate_info_de_fr.compute() - cognate_info_de_fr.save_candidates() - cognate_info_de_fr.cache_to_db() + def testManualCompute(self): + cognate_info_fr_nl = CognateInfo("fr", "nl", LanguageAwareEditDistance) + cognate_info_fr_nl.compute() + + cognate_info_fr_nl.save_candidates() + cognate_info_fr_nl.save_evaluation() + cognate_info_fr_nl.cache_to_db() @classmethod - def testoverlap(self): - cognate_info_de_fr = CognateInfo("de", "nl", WordDistanceOverlap) - cognate_info_de_fr.compute() - cognate_info_de_fr.cache_to_db() - cognate_info_de_fr.save_candidates() - print(cognate_info_de_fr.candidates.items()) \ No newline at end of file + def testOverlap(self): + cognate_info_de_nl = CognateInfo.load_cached("de", "nl", WordDistanceOverlap) + + cognate_info_de_nl.cache_to_db() + cognate_info_de_nl.save_candidates() + cognate_info_de_nl.save_evaluation() + print(cognate_info_de_nl.candidates.items()) + + @classmethod + def testRetrieveCognates(self): + cognate_info_de_nl = CognateInfo.load_cached("de", "nl", WordDistanceOverlap) + + for primaryWord in cognate_info_de_nl.candidates.keys(): + print(primaryWord, cognate_info_de_nl.get_cognates(primaryWord)) + assert(cognate_info_de_nl.has_cognates(primaryWord)) \ No newline at end of file From 6d0c59eb1fb1770dd2642873ddade145bd6215e0 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 3 May 2018 15:03:05 +0200 Subject: [PATCH 30/64] uncommented code --- wordstats/cognate_user_evaluation.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index b6f40ca..0796b15 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -13,8 +13,8 @@ def evaluate_cognates(languageFrom, languageTo, method): cognateinfo.save_candidates() for key, values in cognateinfo.candidates.items(): for value in values: - #if (key not in cognateinfo.blacklist.keys() or value not in cognateinfo.blacklist[key]) and\ - #(key not in cognateinfo.whitelist.keys() or value not in cognateinfo.whitelist[key]): + if (key not in cognateinfo.blacklist.keys() or value not in cognateinfo.blacklist[key]) and\ + (key not in cognateinfo.whitelist.keys() or value not in cognateinfo.whitelist[key]): print(key, value) char = read_single_keypress() @@ -23,11 +23,10 @@ def evaluate_cognates(languageFrom, languageTo, method): cognateinfo.add_to_whitelist(key, value) cognateinfo.add_to_db(key, value, True) elif char == 'q': + cognateinfo.save_evaluation() return else: cognateinfo.add_to_db(key, value, False) cognateinfo.add_to_blacklist(key, value) - #cognateinfo.save_evaluation() - #cognateinfo.cache_to_db() -evaluate_cognates("de","nl", LanguageAwareEditDistance) \ No newline at end of file +evaluate_cognates("de","nl", LanguageAwareEditDistance) From 277bb84a58c975822d0a25503c2c424b9ff75e11 Mon Sep 17 00:00:00 2001 From: Mircea Lungu Date: Tue, 8 May 2018 10:36:39 +0200 Subject: [PATCH 31/64] can we start committing blacklists / whitelists? it seems wasteful to not do it... --- wordstats/language_data/cognates/denl/blacklist.txt | 11 +++++++++++ wordstats/language_data/cognates/denl/whitelist.txt | 2 ++ 2 files changed, 13 insertions(+) create mode 100644 wordstats/language_data/cognates/denl/blacklist.txt create mode 100644 wordstats/language_data/cognates/denl/whitelist.txt diff --git a/wordstats/language_data/cognates/denl/blacklist.txt b/wordstats/language_data/cognates/denl/blacklist.txt new file mode 100644 index 0000000..002a64f --- /dev/null +++ b/wordstats/language_data/cognates/denl/blacklist.txt @@ -0,0 +1,11 @@ +meisten meisjes +das pas +die doe +lange land +jeder beter +namen nemen +hart haat +stelle stel +allein alles +schnell schiet +tag zag \ No newline at end of file diff --git a/wordstats/language_data/cognates/denl/whitelist.txt b/wordstats/language_data/cognates/denl/whitelist.txt new file mode 100644 index 0000000..5190738 --- /dev/null +++ b/wordstats/language_data/cognates/denl/whitelist.txt @@ -0,0 +1,2 @@ +gebe geven +kriegen krijgt \ No newline at end of file From f50ae6a9f95f3141c127ece34b8ca94b9cd05d6d Mon Sep 17 00:00:00 2001 From: Mircea Lungu Date: Tue, 8 May 2018 10:38:52 +0200 Subject: [PATCH 32/64] actually, rules are also probably worth always committing ? --- wordstats/language_data/cognates/denl/rules.txt | 4 ++++ 1 file changed, 4 insertions(+) create mode 100644 wordstats/language_data/cognates/denl/rules.txt diff --git a/wordstats/language_data/cognates/denl/rules.txt b/wordstats/language_data/cognates/denl/rules.txt new file mode 100644 index 0000000..d45e3d2 --- /dev/null +++ b/wordstats/language_data/cognates/denl/rules.txt @@ -0,0 +1,4 @@ +d t +c k +k c +t d From 0f46d9d81b3fd73b7ffc9a4f815c7c26fedc9d4e Mon Sep 17 00:00:00 2001 From: Mircea Lungu Date: Tue, 8 May 2018 10:41:46 +0200 Subject: [PATCH 33/64] actually - the best way would be to create a blacklist / whitelist file for author. and let author be defined by the what follows after the _ in the file name for blacklist, whitelist and rules. --- .../cognates/denl/{blacklist.txt => blacklist_mir.txt} | 0 .../language_data/cognates/denl/{rules.txt => rules_mir.txt} | 0 .../cognates/denl/{whitelist.txt => whitelist_mir.txt} | 0 3 files changed, 0 insertions(+), 0 deletions(-) rename wordstats/language_data/cognates/denl/{blacklist.txt => blacklist_mir.txt} (100%) rename wordstats/language_data/cognates/denl/{rules.txt => rules_mir.txt} (100%) rename wordstats/language_data/cognates/denl/{whitelist.txt => whitelist_mir.txt} (100%) diff --git a/wordstats/language_data/cognates/denl/blacklist.txt b/wordstats/language_data/cognates/denl/blacklist_mir.txt similarity index 100% rename from wordstats/language_data/cognates/denl/blacklist.txt rename to wordstats/language_data/cognates/denl/blacklist_mir.txt diff --git a/wordstats/language_data/cognates/denl/rules.txt b/wordstats/language_data/cognates/denl/rules_mir.txt similarity index 100% rename from wordstats/language_data/cognates/denl/rules.txt rename to wordstats/language_data/cognates/denl/rules_mir.txt diff --git a/wordstats/language_data/cognates/denl/whitelist.txt b/wordstats/language_data/cognates/denl/whitelist_mir.txt similarity index 100% rename from wordstats/language_data/cognates/denl/whitelist.txt rename to wordstats/language_data/cognates/denl/whitelist_mir.txt From 241949af96b807e204f91cb9adbdc7174d3d1cb4 Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 18:58:55 +0200 Subject: [PATCH 34/64] translation module added to setup --- setup.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/setup.py b/setup.py index 43b3a5b..e1505fe 100644 --- a/setup.py +++ b/setup.py @@ -20,6 +20,12 @@ def package_files(directory): extra_files = package_files('wordstats/language_data/') +dependency_links=[ + "https://github.com/zeeguu-ecosystem/Python-Translators/tarball/master#egg=python_translators"], +install_requires=( + 'python_translators' + ) + setuptools.setup( name="wordstats", version="0.1", From 1b52ac30b3750b54b1e8bd82af7d177e559179f7 Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 18:59:44 +0200 Subject: [PATCH 35/64] author variable added to cognateInfo --- wordstats/cognate_db.py | 77 ++++++------- wordstats/cognate_files_path.py | 38 +++---- wordstats/cognate_info.py | 196 ++++++++++++++++++-------------- 3 files changed, 158 insertions(+), 153 deletions(-) diff --git a/wordstats/cognate_db.py b/wordstats/cognate_db.py index 280815f..5df2a67 100644 --- a/wordstats/cognate_db.py +++ b/wordstats/cognate_db.py @@ -6,43 +6,32 @@ from .base_service import Base, SimplifiedQuery - -class UnknownCognateInfo(object): - """ Default values if we have no information about - a given cognate pair """ - def __init__(self): - self.word_from = "" - self.word_to = "" - self.blacklist = False - self.whitelist = False - - # structure for cognate candidates not reviewed by the user class CognateCandidatesInfo(SimplifiedQuery, Base): __tablename__ = 'candidates_info' __table_args__ = {'mysql_collate': 'utf8_bin'} id = Column(Integer, primary_key=True) - method = Column(String(255), nullable=False, index=True) - word_from = Column(String(255), nullable =False, index = True) - word_to = Column(String(255), nullable=False, index=True) + method = Column(String(255), nullable=False, index=True) + word_primary = Column(String(255), nullable =False, index = True) + word_secondary = Column(String(255), nullable=False, index=True) primary = Column(String(20), nullable =False, index = True) secondary = Column(String(20), nullable=False, index=True) - UniqueConstraint(word_from, word_to, primary, secondary, method) + UniqueConstraint(word_primary, word_secondary, primary, secondary, method) - def __init__(self, word_from, word_to, languageFrom, languageTo, method): - self.word_from = word_from - self.word_to = word_to - self.primary = languageFrom - self.secondary = languageTo + def __init__(self, word_primary, word_secondary, primary, secondary, method): + self.word_primary = word_primary + self.word_secondary = word_secondary + self.primary = primary + self.secondary = secondary self.method = method def __str__(self): result = "info: {2} {3} ({0} {1})".format( - self.word_from, - self.word_to, + self.word_primary, + self.word_secondary, self.primary + self.secondary, self.method) @@ -53,7 +42,7 @@ def __str__(self): def find(cls, word, primary, secondary, method): word = word.lower() try: - return (cls.query().filter(cls.word_from == word).\ + return (cls.query().filter(cls.word_primary == word).\ filter(cls.primary == primary).\ filter(cls.secondary == secondary).\ filter(cls.method == method) @@ -75,45 +64,49 @@ class CognateWhiteListInfo(SimplifiedQuery, Base): id = Column(Integer, primary_key=True) - word_from = Column(String(255), nullable =False, index = True) - word_to = Column(String(255), nullable=False, index=True) + word_primary = Column(String(255), nullable =False, index = True) + word_secondary = Column(String(255), nullable=False, index=True) primary = Column(String(20), nullable =False, index = True) secondary = Column(String(20), nullable=False, index=True) - + author = Column(String(255), nullable=False, index=True) whitelist = Column(Boolean) - UniqueConstraint(word_from, word_to, primary, secondary) + UniqueConstraint(word_primary, word_secondary, primary, secondary, author) - def __init__(self, word_from, word_to, languageFrom, languageTo, whitelist): - self.word_from = word_from - self.word_to = word_to - self.primary = languageFrom - self.secondary = languageTo + def __init__(self, word_primary, word_secondary, primary, secondary, whitelist, author: str = ""): + self.word_primary = word_primary + self.word_secondary = word_secondary + self.primary = primary + self.secondary = secondary self.whitelist = whitelist + self.author = author def __str__(self): - result = "info: {2} ({0} {1}, whitelist: {3})".format( - self.word_from, - self.word_to, + result = "info: {2} ({0} {1}, whitelist: {3}, author: {4})".format( + self.word_primary, + self.word_secondary, self.primary + self.secondary, - self.whitelist) + self.whitelist, + self.author) result = result.encode(stdout.encoding) return result @classmethod - def find(cls, word, primary, secondary): + def find(cls, word, primary, secondary, author: str = ""): word = word.lower() try: - return (cls.query().filter(cls.word_from == word).\ + return (cls.query().filter(cls.word_primary == word).\ filter(cls.primary == primary).\ - filter(cls.secondary == secondary).\ + filter(cls.secondary == secondary). \ + filter(cls.author == author). \ one()) except sqlalchemy.orm.exc.NoResultFound: return None @classmethod - def find_all(cls, languageFrom, languageTo): - return cls.query().filter(cls.primary == languageFrom).\ - filter(cls.secondary == languageTo).\ + def find_all(cls, primary, secondary, author: str = ""): + return cls.query().filter(cls.primary == primary).\ + filter(cls.secondary == secondary). \ + filter(cls.author == author). \ all() diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index ac350f5..d2d34ed 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -1,47 +1,39 @@ -# "hermit dave" has a nice repository of word frequencies -# computed for many languages based on movie subtitles from .config import DATA_FOLDER_COGNATES, WHITELIST, BLACKLIST, RULES, CANDIDATES import os import codecs +# useful methods for handling files - -def path_of_cognate_languages(languageFrom, languageTo): +def path_of_cognate_languages(primary, secundary): package_directory = os.path.dirname(os.path.abspath(__file__)) - file_path = package_directory + os.sep + "{0}{1}{2}{3}".format(DATA_FOLDER_COGNATES, os.sep, languageFrom, languageTo) + file_path = package_directory + os.sep + "{0}{1}{2}{3}".format(DATA_FOLDER_COGNATES, os.sep, primary, secundary) return file_path -def path_of_cognate_candidates(languageFrom, languageTo, method_name): - - return path_to_cognate_file(languageFrom, languageTo, CANDIDATES, method_name) - +def path_of_cognate_candidates(primary, secundary, method_name): -def path_of_cognate_blacklist(languageFrom, languageTo): + return path_to_cognate_file(primary, secundary, CANDIDATES, method_name) - return path_to_cognate_file(languageFrom, languageTo, BLACKLIST) +def path_of_cognate_blacklist(primary, secundary, author:str = ""): -def path_of_cognate_whitelist(languageFrom, languageTo): + return path_to_cognate_file(primary, secundary, + BLACKLIST if len(author) == 0 else (BLACKLIST + "_" + author)) - return path_to_cognate_file(languageFrom, languageTo, WHITELIST) -def path_of_cognate_parameters(languageFrom, languageTo, method_name): +def path_of_cognate_whitelist(primary, secundary, author:str = ""): - file_path = path_of_cognate_languages(languageFrom, languageTo) + os.sep + \ - method_name + os.sep + "config.cfg" + return path_to_cognate_file(primary, secundary, + WHITELIST if len(author) == 0 else (WHITELIST + "_" + author)) - os.makedirs(os.path.dirname(file_path), exist_ok=True) - - return file_path -def path_of_cognate_rules(languageFrom, languageTo, method_name): +def path_of_cognate_rules(primary, secundary, method_name): - return path_to_cognate_file(languageFrom, languageTo, RULES, method_name) + return path_to_cognate_file(primary, secundary, RULES, method_name) -def path_to_cognate_file(languageFrom, languageTo, file_name, method_name = ""): +def path_to_cognate_file(primary, secundary, file_name, method_name = ""): - file_path = path_of_cognate_languages(languageFrom, languageTo) + os.sep + file_path = path_of_cognate_languages(primary, secundary) + os.sep if method_name is not "": file_path += method_name + os.sep file_path += file_name + ".txt" diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index a0ee532..b36a75f 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -16,6 +16,7 @@ from .cognate_db import * from .getchunix import read_single_keypress from .edit_distance_function_factory import WordDistanceFactory +from collections import defaultdict class CognateInfo(object): @@ -30,7 +31,7 @@ class CognateInfo(object): """ - def __init__(self, primary, secondary, distance_computer_class: WordDistanceFactory): + def __init__(self, primary, secondary, distance_computer_class: WordDistanceFactory, author:str = ""): """ either load from file, or compute if needed @@ -41,11 +42,11 @@ def __init__(self, primary, secondary, distance_computer_class: WordDistanceFact """ self.primary = primary self.secondary = secondary - self.whitelist = dict() - self.candidates = dict() - self.blacklist = dict() + self.whitelist = defaultdict(list) + self.candidates = defaultdict(list) + self.blacklist = defaultdict(list) self.distance_computer = distance_computer_class(primary, secondary) - + self.author = author def best_guess(self): best_dict = dict(self.candidates) @@ -61,14 +62,11 @@ def compute(self): wordlist1 = list(load_language_from_hermit(self.primary).word_info_dict.keys()) wordlist2 = list(load_language_from_hermit(self.secondary).word_info_dict.keys()) - self.candidates = dict() + self.candidates = defaultdict(list) for w1 in wordlist1: for w2 in wordlist2: - if self.distance_computer.edit_distance(w1, w2): - if w1 in self.candidates: - self.candidates[w1].append(w2) - else: - self.candidates[w1] = [w2] + if self.distance_computer.is_candidate(w1, w2): + self.candidates[w1].append(w2) def has_cognates(self, primaryWord): return primaryWord in self.candidates.keys() @@ -76,22 +74,32 @@ def has_cognates(self, primaryWord): def get_cognates(self, primaryWord): return self.candidates[primaryWord] + def add_to_whitelist(self, primaryWord, secondaryWord): + + self.whitelist[primaryWord].append(secondaryWord) + + def add_to_blacklist(self, primaryWord, secondaryWord): + + self.blacklist[primaryWord].append(secondaryWord) + # ======================== # File Handling # ======================== @classmethod - def load_cached(cls, primary, secondary, distance_computer_class: WordDistanceFactory): + def load_cached(cls, primary, secondary, distance_computer_class: WordDistanceFactory, author:str = ""): new_registry = cls.load_from_db(primary, secondary, - distance_computer_class) + distance_computer_class, author) if len(new_registry.candidates) > 0: # stored in db + print("loaded from db") return new_registry new_registry = cls.load_from_path(primary, secondary, - distance_computer_class) + distance_computer_class, author) if len(new_registry.candidates) > 0: # stored in local file + print("loaded from file") return new_registry new_registry = cls(primary, secondary, @@ -100,48 +108,8 @@ def load_cached(cls, primary, secondary, distance_computer_class: WordDistanceFa return new_registry - def add_to_whitelist(self, primaryWord, secondaryWord): - """ - - maybe rename to - append_to_whitelist_file - ? - - :param cognate: - :return: - """ - if primaryWord in self.whitelist: - self.whitelist[primaryWord].append(secondaryWord) - else: - self.whitelist[primaryWord] = [secondaryWord] - - def add_to_blacklist(self, primaryWord, secondaryWord): - """ - ditto - - :param cognate: - :return: - """ - - if primaryWord in self.blacklist: - self.blacklist[primaryWord].append(secondaryWord) - else: - self.blacklist[primaryWord] = [secondaryWord] - - def add_to_db(self, primaryWord, secondaryWord, whitelist: Boolean): - - try: - BaseService.session.add(CognateWhiteListInfo(primaryWord, secondaryWord, - self.primary, self.secondary, - whitelist)) - BaseService.session.commit() - except sqlalchemy.exc.IntegrityError: - # value to be added is already in database - BaseService.session.rollback() - - # also save new dicts @classmethod - def load_from_path(cls, primary, secondary, distance_function): + def load_from_path(cls, primary, secondary, distance_function, author:str = ""): """ Loads cognate information given the cognate code (e.g. ennl) and method_name Loads the word info from the given file @@ -161,12 +129,12 @@ def load_from_path(cls, primary, secondary, distance_function): new_registry = cls(primary, secondary, distance_function) - language_code_path = path_of_cognate_whitelist(primary, secondary) + language_code_path = path_of_cognate_whitelist(primary, secondary, author) for line in load_from_path(language_code_path).splitlines(): keyValue = line.split() new_registry.whitelist[keyValue[0]] = keyValue[1:] - language_code_path = path_of_cognate_blacklist(primary, secondary) + language_code_path = path_of_cognate_blacklist(primary, secondary, author) for line in load_from_path(language_code_path).splitlines(): keyValue = line.split() new_registry.blacklist[keyValue[0]] = keyValue[1:] @@ -188,22 +156,30 @@ def save_candidates(self): save_to_file(language_code_path, '\n'.join(lines)) - def save_evaluation(self): - """ - - write to disk both whitelist and blacklist - worth a rename of the method name + def is_evaluated(self, word_primary, word_secondary): + return (word_primary not in self.blacklist.keys() or word_secondary not in self.blacklist[word_primary]) and\ + (word_primary not in self.whitelist.keys() or word_secondary not in self.whitelist[word_primary]) + def save_whitelist(self): + """ + write to file the whitelisted candidates :return: None """ - language_code_path = path_of_cognate_whitelist(self.primary, self.secondary) + + language_code_path = path_of_cognate_whitelist(self.primary, self.secondary, self.author) lines = [] for k, v in self.whitelist.items(): lines.append(k + " " + " ".join(str(x) for x in v)) save_to_file(language_code_path, '\n'.join(lines)) - language_code_path = path_of_cognate_blacklist(self.primary, self.secondary) + def save_blacklist(self, author:str = ""): + """ + write to file the blacklisted candidates + :return: None + """ + + language_code_path = path_of_cognate_blacklist(self.primary, self.secondary, self.author) lines = [] for k, v in self.blacklist.items(): lines.append(k + " " + " ".join(str(x) for x in v)) @@ -211,8 +187,12 @@ def save_evaluation(self): save_to_file(language_code_path, '\n'.join(lines)) + # ======================== + # Database Handling + # ======================== + @classmethod - def load_from_db(cls, primary, secondary, distance_function): + def load_from_db(cls, primary, secondary, distance_function, author:str = ""): """ Assumes the ~./cognate_db file contains information about how to connect to the @@ -226,29 +206,24 @@ def load_from_db(cls, primary, secondary, distance_function): new_registry = cls(primary, secondary, distance_function) - all_word_info_items = CognateCandidatesInfo.find_all(primary, secondary, new_registry.distance_computer.method_name) + candidates = CognateCandidatesInfo.find_all(primary, secondary, new_registry.distance_computer.method_name) - for each in all_word_info_items: - if each.word_from in new_registry.candidates: - new_registry.candidates[each.word_from].append(each.word_to) - else: - new_registry.candidates[each.word_from] = [each.word_to] + for each in candidates: + new_registry.candidates[each.word_primary].append(each.word_secondary) - all_word_info_items = CognateWhiteListInfo.find_all(primary, secondary) + whitelist_cognates = CognateWhiteListInfo.find_all(primary, secondary, author) - for each in all_word_info_items: + for each in whitelist_cognates: if each.whitelist: - new_registry.add_to_whitelist(each.word_from, each.word_to) + new_registry.add_to_whitelist(each.word_primary, each.word_secondary) else: - new_registry.add_to_blacklist(each.word_from, each.word_to) - + new_registry.add_to_blacklist(each.word_primary, each.word_secondary) return new_registry - def cache_to_db(self): + def cache_candidates_to_db(self): """ - Useful to save the cognates between two languages + Useful to save the candidates between two languages in the DB. Loading from the DB is faster than from file. - See the tests file :return: """ @@ -259,12 +234,6 @@ def clear_corresponding_entries_in_db_candidates(self): filter(table.c.method == self.distance_computer.method_name) words.delete(synchronize_session=False) - def clear_corresponding_entries_in_db_whitelist(self): - table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) - words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ - filter(table.c.secondary == self.secondary) - words.delete(synchronize_session=False) - clear_corresponding_entries_in_db_candidates(self) for key, values in self.candidates.items(): @@ -273,28 +242,79 @@ def clear_corresponding_entries_in_db_whitelist(self): self.primary, self.secondary, self.distance_computer.method_name)) + BaseService.session.commit() + + def cache_evaluation_to_db(self): + """ + Useful to save the evaluation between two languages + in the DB. Loading from the DB is faster than from file. + :return: + """ + + def clear_corresponding_entries_in_db_whitelist(self): + table = Table('cognate_whitelist_info', Base.metadata, autoload=True, autoload_with=BaseService.engine) + words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ + filter(table.c.secondary == self.secondary).filter(table.c.author == self.author) + words.delete(synchronize_session=False) + clear_corresponding_entries_in_db_whitelist(self) for key, values in self.whitelist.items(): for value in values: BaseService.session.add(CognateWhiteListInfo(key, value, self.primary, self.secondary, - True)) + True, self.author)) for key, values in self.blacklist.items(): for value in values: BaseService.session.add(CognateWhiteListInfo(key, value, self.primary, self.secondary, - False)) + False, self.author)) BaseService.session.commit() + + def add_to_db(self, primaryWord, secondaryWord): + """ + Try to add one cognate pair to candidate db. + + :param primaryWord: word from primary language + :param secondaryWord: word from secundary language + :return: None + """ + try: + BaseService.session.add(CognateCandidatesInfo(primaryWord, secondaryWord, + self.primary, self.secondary, + self.distance_computer.method_name)) + BaseService.session.commit() + except sqlalchemy.exc.IntegrityError: + # value to be added is already in database + BaseService.session.rollback() + + def add_to_db(self, primaryWord, secondaryWord, whitelist: Boolean): + """ + Try to add one cognate pair to evaluation db. + + :param primaryWord: word from primary language + :param secondaryWord: word from secundary language + :param whitelist: True to add cognate pair to whitelist otherwise blacklist + :return: None + """ + try: + BaseService.session.add(CognateWhiteListInfo(primaryWord, secondaryWord, + self.primary, self.secondary, + whitelist, self.author)) + BaseService.session.commit() + except sqlalchemy.exc.IntegrityError: + # value to be added is already in database + BaseService.session.rollback() + # ======================== # Benchmarking performance # ======================== # Everything that follows is private def _print_load_stats(self, a, b): - memory_footprint = total_size(self.candidates, dict()) / 1024 / 1024 + memory_footprint = total_size(self.candidates, defaultdict(list)) / 1024 / 1024 print(("Elapsed time to load the {0} data: {1} ({2} entries)".format(self.candidates, b - a, len(self.candidates)))) print(("Required memory for the {0} {1} {2} registry: {3}MB".format(self.primary, self.secondary, From 347603c0d690cbcfc2fedc06eea00c11d412155b Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 19:00:54 +0200 Subject: [PATCH 36/64] rules are now dict, store in db option added, edit distance correction --- wordstats/edit_distance.py | 23 +++------ wordstats/edit_distance_function_factory.py | 57 +++++++++++++++------ wordstats/edit_distance_overlap.py | 4 +- wordstats/rules_db.py | 44 ++++++++++++++++ 4 files changed, 94 insertions(+), 34 deletions(-) create mode 100644 wordstats/rules_db.py diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index 9f40204..76af437 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -1,14 +1,11 @@ -import codecs -import configparser -from .cognate_files_path import * from .edit_distance_function_factory import WordDistanceFactory - +from nltk.metrics.distance import edit_distance class LanguageAwareEditDistance(WordDistanceFactory): - def __init__(self, primary_language, secondary_language): - super().__init__(primary_language, secondary_language) + def __init__(self, primary, secondary): + super().__init__(primary, secondary) self.method_name = "edit_distance" - self.threshold = 0.5 + self.threshold = 0.3 self._initialize_distances() def _initialize_distances(self): @@ -19,14 +16,6 @@ def _initialize_distances(self): def edit_distance_function(self, word1: str, word2: str): - wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) - - distance = 0 - for i in range(len(wordShortest)): - if wordLongest[i] is not wordShortest[i]: - distance += self.replace_distance - - for i in range(len(wordShortest), len(wordLongest)): - distance += self.add_distance + lengthLongest = max(len(word1),len(word2)) - return distance / len(wordLongest) + return edit_distance(word1, word2)/lengthLongest diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index 59f096c..3421848 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -1,6 +1,9 @@ from abc import ABC, abstractmethod from wordstats.cognate_files_path import * import configparser +from .rules_db import TransformRules +from sqlalchemy import Table +from .base_service import BaseService, Base # abstract class for creating a distance measure between two rules @@ -8,37 +11,61 @@ # abstract methods are specific to the distance measure class WordDistanceFactory(ABC): - def __init__(self, primary_language, secondary_language): + def __init__(self, primary, secondary): super().__init__() - self.rules = [] + self.rules = dict() self.threshold = 0.5 # in addition, derived classes need to implement the following variables self.method_name = "" - self.languageFrom = primary_language - self.languageTo = secondary_language + self.primary = primary + self.secondary = secondary self.load_rules() # load rules from rules.txt located in associated folder def load_rules(self): - path = path_of_cognate_rules(self.languageFrom, self.languageTo, self.method_name) + self.load_rules_from_db() - self.load_rules_from_path(path) + if len(self.rules) == 0: + path = path_of_cognate_rules(self.primary, self.secondary, self.method_name) + self.load_rules_from_path(path) def load_rules_from_path(self, path): content = load_from_path(path) - self.rules = [] + self.rules = dict() for line in content.splitlines(): words = line.split() if len(words) == 1: - self.rules.append((words[0], "")) + self.rules[words[0]] = "" else: - self.rules.append((words[0],words[1])) + self.rules[words[0]] = words[1] + + def load_rules_from_db(self): + + self.rules = dict() + rules = TransformRules.find_all(self.primary, self.secondary) + + for rule in rules: + self.rules[rule.fromString] = rule.toString + + + def save_rules_to_db(self): + + def clear_corresponding_entries_in_db_rules(self): + table = Table('transform_rules', Base.metadata, autoload=True, autoload_with=BaseService.engine) + words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ + filter(table.c.secondary == self.secondary) + words.delete(synchronize_session=False) + + clear_corresponding_entries_in_db_rules(self) + + for key, value in self.rules.items(): + BaseService.session.add(TransformRules(self.primary, self.secondary, key, value)) # edit_distance including rules for substitution - def edit_distance(self, word1: str, word2: str): + def is_candidate(self, word1: str, word2: str): min_dist = self._edit_distance_rules_rec(word1, word2, 0) if min_dist < self.threshold: @@ -63,12 +90,12 @@ def _edit_distance_rules_rec(self, word1: str, word2: str, word1marker): minDist = min(minDist, self._edit_distance_rules_rec(word1, word2, word1marker + 1)) # recursion step, adjust word by a rule - for rule in self.rules: - if word1.find(rule[0], word1marker) == word1marker: + for key, value in self.rules.items(): + if word1[word1marker:word1marker + len(key)] == key: + newword1 = word1[:word1marker] + key + word1[word1marker + len(key):] minDist = min(minDist, - self._edit_distance_rules_rec(word1.replace(rule[0], rule[1], 1), word2, - word1marker + len(rule[1]))) - print(rule) + self._edit_distance_rules_rec(newword1, word2, + word1marker + len(value))) return minDist diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py index b64fcac..ba6689f 100644 --- a/wordstats/edit_distance_overlap.py +++ b/wordstats/edit_distance_overlap.py @@ -4,8 +4,8 @@ from .edit_distance_function_factory import WordDistanceFactory class WordDistanceOverlap(WordDistanceFactory): - def __init__(self, primary_language, secondary_language): - super().__init__(primary_language, secondary_language) + def __init__(self, primary, secondary): + super().__init__(primary, secondary) self.method_name = "overlap" def edit_distance_function(self, word1:str, word2:str): diff --git a/wordstats/rules_db.py b/wordstats/rules_db.py new file mode 100644 index 0000000..de22de5 --- /dev/null +++ b/wordstats/rules_db.py @@ -0,0 +1,44 @@ +from sys import stdout + +import sqlalchemy.orm +import sqlalchemy +from sqlalchemy import Column, Integer, String, UniqueConstraint + +from .base_service import Base, SimplifiedQuery + +# structure for rules +class TransformRules(SimplifiedQuery, Base): + __tablename__ = 'transform_rules' + __table_args__ = {'mysql_rules': 'utf8_bin'} + + id = Column(Integer, primary_key=True) + + primary = Column(String(20), nullable =False, index = True) + secondary = Column(String(20), nullable=False, index=True) + + fromString = Column(String(255), nullable =False, index = True) + toString = Column(String(255), nullable=False, index=True) + + UniqueConstraint(primary, secondary, fromString, toString) + + def __init__(self, primary, secondary, fromString, toString): + self.primary = primary + self.secondary = secondary + self.fromString = fromString + self.toString = toString + + def __str__(self): + result = "info: {2} ({0} {1})".format( + self.fromString, + self.toString, + self.primary + self.secondary + ) + + result = result.encode(stdout.encoding) + return result + + @classmethod + def find_all(cls, primary, secondary): + return cls.query().filter(cls.primary == primary).\ + filter(cls.secondary == secondary).\ + all() \ No newline at end of file From ff4941966753d80dbe958a7710745dca788482f7 Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 19:01:43 +0200 Subject: [PATCH 37/64] tests for db loading/saving added --- wordstats/tests/test_cognate.py | 115 ++++++++++++++++++++++++++++---- 1 file changed, 103 insertions(+), 12 deletions(-) diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index ed27f16..4aaca3f 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -8,7 +8,7 @@ from wordstats.cognate_files_path import * from wordstats.cognate_info import CognateInfo - +from random import random class CognateTests(TestCase): @@ -41,22 +41,113 @@ def testManualCompute(self): cognate_info_fr_nl.compute() cognate_info_fr_nl.save_candidates() - cognate_info_fr_nl.save_evaluation() - cognate_info_fr_nl.cache_to_db() + #cognate_info_fr_nl.save_whitelist() + #cognate_info_fr_nl.save_blacklist() @classmethod - def testOverlap(self): - cognate_info_de_nl = CognateInfo.load_cached("de", "nl", WordDistanceOverlap) + def testLoadingFromFile(self): + cognate_info_de_nl = CognateInfo("de", "nl", WordDistanceOverlap) + cognate_info_de_nl.compute() + cognate_info_de_nl.save_candidates() + cognate_info_de_nl2 = CognateInfo.load_from_path("de", "nl", WordDistanceOverlap) - cognate_info_de_nl.cache_to_db() cognate_info_de_nl.save_candidates() - cognate_info_de_nl.save_evaluation() - print(cognate_info_de_nl.candidates.items()) + cognate_info_de_nl.save_blacklist() + cognate_info_de_nl.save_whitelist() + + assert(len(cognate_info_de_nl.candidates) == len(cognate_info_de_nl2.candidates)) + for key, value in cognate_info_de_nl.candidates.items(): + assert(value == cognate_info_de_nl2.candidates[key]) + + assert(len(cognate_info_de_nl.whitelist) == len(cognate_info_de_nl2.whitelist)) + for key, value in cognate_info_de_nl.whitelist.items(): + assert(value == cognate_info_de_nl2.whitelist[key]) + + assert(len(cognate_info_de_nl.blacklist) == len(cognate_info_de_nl2.blacklist)) + for key, value in cognate_info_de_nl.blacklist.items(): + assert(value == cognate_info_de_nl2.blacklist[key]) + + @classmethod + def testLoadingFromDb(self): + cognate_info_de_nl = CognateInfo("de", "nl", WordDistanceOverlap) + cognate_info_de_nl.cache_evaluation_to_db() + cognate_info_de_nl.compute() + + # randomly add to blacklist/whitelist or not at all + for key, values in cognate_info_de_nl.candidates.items(): + for value in values: + randFloat = random() + if randFloat > 0.66: + cognate_info_de_nl.add_to_blacklist(key, value) + cognate_info_de_nl.add_to_db(key, value, False) + elif randFloat < 0.33: + cognate_info_de_nl.add_to_whitelist(key, value) + cognate_info_de_nl.add_to_db(key, value, True) + + cognate_info_de_nl.cache_candidates_to_db() + + cognate_info_de_nl2 = CognateInfo.load_from_db("de", "nl", WordDistanceOverlap) + + assert(len(cognate_info_de_nl.candidates) == len(cognate_info_de_nl2.candidates)) + for key, value in cognate_info_de_nl.candidates.items(): + assert(value == cognate_info_de_nl2.candidates[key]) + + assert(len(cognate_info_de_nl.whitelist) == len(cognate_info_de_nl2.whitelist)) + for key, value in cognate_info_de_nl.whitelist.items(): + assert(value == cognate_info_de_nl2.whitelist[key]) + + assert(len(cognate_info_de_nl.blacklist) == len(cognate_info_de_nl2.blacklist)) + for key, value in cognate_info_de_nl.blacklist.items(): + assert(value == cognate_info_de_nl2.blacklist[key]) + + + @classmethod + def testAuthor(self): + cognate_info_de_nl = CognateInfo("de", "nl", WordDistanceOverlap, "random") + cognate_info_de_nl.cache_evaluation_to_db() + + cognate_info_de_nl.compute() + cognate_info_de_nl.cache_candidates_to_db() + + # randomly add to blacklist/whitelist or not at all + for key, values in cognate_info_de_nl.candidates.items(): + for value in values: + randFloat = random() + if randFloat > 0.66: + cognate_info_de_nl.add_to_blacklist(key, value) + cognate_info_de_nl.add_to_db(key, value, False) + elif randFloat < 0.33: + cognate_info_de_nl.add_to_whitelist(key, value) + cognate_info_de_nl.add_to_db(key, value, True) + + cognate_info_de_nl.save_whitelist() + cognate_info_de_nl.save_blacklist() + + cognate_info_de_nl2 = CognateInfo.load_from_db("de", "nl", WordDistanceOverlap, "random") + + assert (len(cognate_info_de_nl.candidates) == len(cognate_info_de_nl2.candidates)) + for key, value in cognate_info_de_nl.candidates.items(): + assert (value == cognate_info_de_nl2.candidates[key]) + + assert (len(cognate_info_de_nl.whitelist) == len(cognate_info_de_nl2.whitelist)) + for key, value in cognate_info_de_nl.whitelist.items(): + assert (value == cognate_info_de_nl2.whitelist[key]) + + assert (len(cognate_info_de_nl.blacklist) == len(cognate_info_de_nl2.blacklist)) + for key, value in cognate_info_de_nl.blacklist.items(): + assert (value == cognate_info_de_nl2.blacklist[key]) @classmethod - def testRetrieveCognates(self): + def testSaveLoadRules(self): + + WordDistanceOverlap("de", "nl").save_rules_to_db() cognate_info_de_nl = CognateInfo.load_cached("de", "nl", WordDistanceOverlap) + cognate_info_de_nl.cache_candidates_to_db() + + @classmethod + def testRules(self): + cognate_info_custom = CognateInfo("lang1","lang2", LanguageAwareEditDistance) + + cognate_info_custom.compute() - for primaryWord in cognate_info_de_nl.candidates.keys(): - print(primaryWord, cognate_info_de_nl.get_cognates(primaryWord)) - assert(cognate_info_de_nl.has_cognates(primaryWord)) \ No newline at end of file + cognate_info_custom.save_candidates() \ No newline at end of file From e15e62621a56d15c00e64d12e66eb8cf736b8583 Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 19:44:22 +0200 Subject: [PATCH 38/64] author added to rules filename --- wordstats/cognate_automatic_evaluation.py | 72 +++++++++++++++++++ wordstats/cognate_files_path.py | 5 +- wordstats/cognate_info.py | 7 +- wordstats/cognate_user_evaluation.py | 9 +-- wordstats/edit_distance.py | 4 +- wordstats/edit_distance_absolute.py | 4 +- wordstats/edit_distance_function_factory.py | 12 ++-- wordstats/edit_distance_overlap.py | 4 +- wordstats/edit_distance_translate.py | 36 ++++++++++ .../cognates/denl/blacklist_mir.txt | 11 --- .../language_data/cognates/denl/rules_mir.txt | 4 -- .../cognates/denl/whitelist_mir.txt | 2 - wordstats/rules_db.py | 16 +++-- 13 files changed, 144 insertions(+), 42 deletions(-) create mode 100644 wordstats/cognate_automatic_evaluation.py create mode 100644 wordstats/edit_distance_translate.py delete mode 100644 wordstats/language_data/cognates/denl/blacklist_mir.txt delete mode 100644 wordstats/language_data/cognates/denl/rules_mir.txt delete mode 100644 wordstats/language_data/cognates/denl/whitelist_mir.txt diff --git a/wordstats/cognate_automatic_evaluation.py b/wordstats/cognate_automatic_evaluation.py new file mode 100644 index 0000000..07bb76f --- /dev/null +++ b/wordstats/cognate_automatic_evaluation.py @@ -0,0 +1,72 @@ +from wordstats.cognate_info import CognateInfo +from wordstats.getchunix import read_single_keypress +from wordstats.edit_distance import LanguageAwareEditDistance + +from nltk.stem.snowball import SnowballStemmer + + +from python_translators.translators.glosbe_translator import GlosbeTranslator +from python_translators.translation_query import TranslationQuery +from python_translators.factories.google_translator_factory import GoogleTranslatorFactory + + +# note: only executable in terminal, reactive to one-key stroke +def evaluate_cognates(cognateInfo:CognateInfo, stemmer): + + translator = GlosbeTranslator(source_language=cognateInfo.primary, target_language=cognateInfo.secondary) + stemmer = SnowballStemmer(stemmer) + #translator = GoogleTranslatorFactory.build_contextless(cognateInfo.primary, cognateInfo.secondary) + for key, values in cognateInfo.candidates.items(): + from random import randint + from time import sleep + sleep(1 + randint(0,3)) + + if True: + response = translator.translate(TranslationQuery( + query=key, + max_translations=10, + + + )) + print(key, response.translations) + # synonyms = response.translations[0:len(response.translations)]['translation'] + translations = response.translations[:] + synonyms = [t['translation'] for t in translations] + # print(synonyms) + else: + synonyms = [key] + + for value in values: + if (key not in cognateInfo.blacklist.keys() or value not in cognateInfo.blacklist[key]) and\ + (key not in cognateInfo.whitelist.keys() or value not in cognateInfo.whitelist[key]): + #print(key, value) + + cognate = False + + for synonym in synonyms: + if stemmer.stem(synonym) == stemmer.stem(value) and True: + cognate = True + print(value, ' cognate with ', synonym) + elif synonym == value: + cognate = True + print(value, ' cognate with ', synonym) + + if cognate: + cognateInfo.add_to_whitelist(key, value) + cognateInfo.add_to_db(key, value, True) + cognateInfo.save_whitelist() + else: + cognateInfo.add_to_db(key, value, False) + cognateInfo.add_to_blacklist(key, value) + cognateInfo.save_blacklist() + + print('candidates size: ', len(cognateInfo.candidates)) + print('blacklist size: ', len(cognateInfo.blacklist)) + print('whitelist size: ', len(cognateInfo.whitelist)) + +languageFrom = "de" +languageTo = "nl" +cognateInfo = CognateInfo.load_cached(languageFrom, languageTo, LanguageAwareEditDistance) +#cognateInfo.blacklist.clear() +#cognateInfo.whitelist.clear() +evaluate_cognates(cognateInfo, 'dutch') diff --git a/wordstats/cognate_files_path.py b/wordstats/cognate_files_path.py index d2d34ed..ff77e79 100644 --- a/wordstats/cognate_files_path.py +++ b/wordstats/cognate_files_path.py @@ -27,9 +27,10 @@ def path_of_cognate_whitelist(primary, secundary, author:str = ""): WHITELIST if len(author) == 0 else (WHITELIST + "_" + author)) -def path_of_cognate_rules(primary, secundary, method_name): +def path_of_cognate_rules(primary, secundary, method_name, author:str = ""): - return path_to_cognate_file(primary, secundary, RULES, method_name) + return path_to_cognate_file(primary, secundary, RULES if len(author) == 0 else (RULES + "_" + author) + , method_name) def path_to_cognate_file(primary, secundary, file_name, method_name = ""): diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index b36a75f..94e3e76 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -45,8 +45,9 @@ def __init__(self, primary, secondary, distance_computer_class: WordDistanceFact self.whitelist = defaultdict(list) self.candidates = defaultdict(list) self.blacklist = defaultdict(list) - self.distance_computer = distance_computer_class(primary, secondary) + self.distance_computer = distance_computer_class(primary, secondary, author) self.author = author + print(author) def best_guess(self): best_dict = dict(self.candidates) @@ -103,7 +104,7 @@ def load_cached(cls, primary, secondary, distance_computer_class: WordDistanceFa return new_registry new_registry = cls(primary, secondary, - distance_computer_class) + distance_computer_class, author) new_registry.compute() # compute candidates return new_registry @@ -173,7 +174,7 @@ def save_whitelist(self): save_to_file(language_code_path, '\n'.join(lines)) - def save_blacklist(self, author:str = ""): + def save_blacklist(self): """ write to file the blacklisted candidates :return: None diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index 0796b15..8a1f2ee 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -3,13 +3,13 @@ from wordstats.edit_distance import LanguageAwareEditDistance # note: only executable in terminal, reactive to one-key stroke -def evaluate_cognates(languageFrom, languageTo, method): +def evaluate_cognates(languageFrom, languageTo, method, author:str = ""): print(languageFrom, languageTo) print("y: whitelist") print("q: quit") print("other: blacklist") - cognateinfo = CognateInfo.load_cached(languageFrom, languageTo, method) + cognateinfo = CognateInfo.load_cached(languageFrom, languageTo, method, author) cognateinfo.save_candidates() for key, values in cognateinfo.candidates.items(): for value in values: @@ -22,11 +22,12 @@ def evaluate_cognates(languageFrom, languageTo, method): if char == 'y': cognateinfo.add_to_whitelist(key, value) cognateinfo.add_to_db(key, value, True) + cognateinfo.save_whitelist() elif char == 'q': - cognateinfo.save_evaluation() return else: cognateinfo.add_to_db(key, value, False) cognateinfo.add_to_blacklist(key, value) + cognateinfo.save_blacklist() -evaluate_cognates("de","nl", LanguageAwareEditDistance) +evaluate_cognates("fr","nl", LanguageAwareEditDistance, "me") diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index 76af437..7128ce5 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -2,8 +2,8 @@ from nltk.metrics.distance import edit_distance class LanguageAwareEditDistance(WordDistanceFactory): - def __init__(self, primary, secondary): - super().__init__(primary, secondary) + def __init__(self, primary, secondary, author:str = ""): + super().__init__(primary, secondary, author) self.method_name = "edit_distance" self.threshold = 0.3 self._initialize_distances() diff --git a/wordstats/edit_distance_absolute.py b/wordstats/edit_distance_absolute.py index 99639f1..3291427 100644 --- a/wordstats/edit_distance_absolute.py +++ b/wordstats/edit_distance_absolute.py @@ -4,8 +4,8 @@ from .edit_distance_function_factory import WordDistanceFactory class WordDistanceAbsolute(WordDistanceFactory): - def __init__(self): - super().__init__() + def __init__(self, primary, secondary, author:str = ""): + super().__init__(primary, secondary, author) self.replace_distance = 2 self.add_distance = 3 self.method_name = "absolute" diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index 3421848..d07228a 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -11,7 +11,7 @@ # abstract methods are specific to the distance measure class WordDistanceFactory(ABC): - def __init__(self, primary, secondary): + def __init__(self, primary, secondary, author:str = ""): super().__init__() self.rules = dict() self.threshold = 0.5 @@ -19,6 +19,7 @@ def __init__(self, primary, secondary): self.method_name = "" self.primary = primary self.secondary = secondary + self.author = author self.load_rules() # load rules from rules.txt located in associated folder @@ -27,7 +28,8 @@ def load_rules(self): self.load_rules_from_db() if len(self.rules) == 0: - path = path_of_cognate_rules(self.primary, self.secondary, self.method_name) + path = path_of_cognate_rules(self.primary, self.secondary, self.method_name, self.author) + print(path) self.load_rules_from_path(path) def load_rules_from_path(self, path): @@ -45,7 +47,7 @@ def load_rules_from_path(self, path): def load_rules_from_db(self): self.rules = dict() - rules = TransformRules.find_all(self.primary, self.secondary) + rules = TransformRules.find_all(self.primary, self.secondary, self.author) for rule in rules: self.rules[rule.fromString] = rule.toString @@ -56,7 +58,9 @@ def save_rules_to_db(self): def clear_corresponding_entries_in_db_rules(self): table = Table('transform_rules', Base.metadata, autoload=True, autoload_with=BaseService.engine) words = BaseService.session.query(table).filter(table.c.primary == self.primary). \ - filter(table.c.secondary == self.secondary) + filter(table.c.secondary == self.secondary). \ + filter(table.c.author == self.author) + words.delete(synchronize_session=False) clear_corresponding_entries_in_db_rules(self) diff --git a/wordstats/edit_distance_overlap.py b/wordstats/edit_distance_overlap.py index ba6689f..4981878 100644 --- a/wordstats/edit_distance_overlap.py +++ b/wordstats/edit_distance_overlap.py @@ -4,8 +4,8 @@ from .edit_distance_function_factory import WordDistanceFactory class WordDistanceOverlap(WordDistanceFactory): - def __init__(self, primary, secondary): - super().__init__(primary, secondary) + def __init__(self, primary, secondary, author:str = ""): + super().__init__(primary, secondary, author) self.method_name = "overlap" def edit_distance_function(self, word1:str, word2:str): diff --git a/wordstats/edit_distance_translate.py b/wordstats/edit_distance_translate.py new file mode 100644 index 0000000..8b2d7f5 --- /dev/null +++ b/wordstats/edit_distance_translate.py @@ -0,0 +1,36 @@ +import codecs +import configparser +from .cognate_files_path import * +from .edit_distance_function_factory import WordDistanceFactory +from googletrans import Translator + +class WordDistanceOverlap(WordDistanceFactory): + def __init__(self): + super().__init__() + self.translator = Translator() + self.method_name = "translate" + + def edit_distance_function(self, word1: str, word2: str): + Translator.translate() + dict = translate(word1) + + distance = 1 + for d in dict: + distance = min(distance, self.edit_distance_overlap(word1,d)) + + + return distance + + + + def edit_distance_overlap(self, word1:str, word2:str): + + wordLongest, wordShortest = (word1, word2) if len(word1) >= len(word2) else (word2, word1) + + overlap_size = 0 + for i in range(len(wordShortest)): + for j in range(i + overlap_size, len(wordShortest)): + if wordLongest.find(wordShortest[i:(j + 1)]) >= 0: + overlap_size = max(overlap_size, j - i + 1) + + return 1 - overlap_size / len(wordLongest) \ No newline at end of file diff --git a/wordstats/language_data/cognates/denl/blacklist_mir.txt b/wordstats/language_data/cognates/denl/blacklist_mir.txt deleted file mode 100644 index 002a64f..0000000 --- a/wordstats/language_data/cognates/denl/blacklist_mir.txt +++ /dev/null @@ -1,11 +0,0 @@ -meisten meisjes -das pas -die doe -lange land -jeder beter -namen nemen -hart haat -stelle stel -allein alles -schnell schiet -tag zag \ No newline at end of file diff --git a/wordstats/language_data/cognates/denl/rules_mir.txt b/wordstats/language_data/cognates/denl/rules_mir.txt deleted file mode 100644 index d45e3d2..0000000 --- a/wordstats/language_data/cognates/denl/rules_mir.txt +++ /dev/null @@ -1,4 +0,0 @@ -d t -c k -k c -t d diff --git a/wordstats/language_data/cognates/denl/whitelist_mir.txt b/wordstats/language_data/cognates/denl/whitelist_mir.txt deleted file mode 100644 index 5190738..0000000 --- a/wordstats/language_data/cognates/denl/whitelist_mir.txt +++ /dev/null @@ -1,2 +0,0 @@ -gebe geven -kriegen krijgt \ No newline at end of file diff --git a/wordstats/rules_db.py b/wordstats/rules_db.py index de22de5..c9576b9 100644 --- a/wordstats/rules_db.py +++ b/wordstats/rules_db.py @@ -18,27 +18,31 @@ class TransformRules(SimplifiedQuery, Base): fromString = Column(String(255), nullable =False, index = True) toString = Column(String(255), nullable=False, index=True) + author = Column(String(255), nullable=False, index=True) - UniqueConstraint(primary, secondary, fromString, toString) + UniqueConstraint(primary, secondary, fromString, toString, author) - def __init__(self, primary, secondary, fromString, toString): + def __init__(self, primary, secondary, fromString, toString, author:str = ""): self.primary = primary self.secondary = secondary self.fromString = fromString self.toString = toString + self.author = author def __str__(self): - result = "info: {2} ({0} {1})".format( + result = "info: {2} ({0} {1}), {3}".format( self.fromString, self.toString, - self.primary + self.secondary + self.primary + self.secondary, + self.author ) result = result.encode(stdout.encoding) return result @classmethod - def find_all(cls, primary, secondary): + def find_all(cls, primary, secondary, author:str = ""): return cls.query().filter(cls.primary == primary).\ - filter(cls.secondary == secondary).\ + filter(cls.secondary == secondary). \ + filter(cls.author == author). \ all() \ No newline at end of file From 912b854a396222fbbdeb1f0386cd7ffa16747cbd Mon Sep 17 00:00:00 2001 From: joel Date: Wed, 9 May 2018 20:08:47 +0200 Subject: [PATCH 39/64] erroneous rule loading resolved --- wordstats/cognate_info.py | 5 ++--- wordstats/edit_distance_function_factory.py | 1 - 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 94e3e76..83b9116 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -47,7 +47,6 @@ def __init__(self, primary, secondary, distance_computer_class: WordDistanceFact self.blacklist = defaultdict(list) self.distance_computer = distance_computer_class(primary, secondary, author) self.author = author - print(author) def best_guess(self): best_dict = dict(self.candidates) @@ -128,7 +127,7 @@ def load_from_path(cls, primary, secondary, distance_function, author:str = ""): :return: """ - new_registry = cls(primary, secondary, distance_function) + new_registry = cls(primary, secondary, distance_function, author) language_code_path = path_of_cognate_whitelist(primary, secondary, author) for line in load_from_path(language_code_path).splitlines(): @@ -205,7 +204,7 @@ def load_from_db(cls, primary, secondary, distance_function, author:str = ""): :return: """ - new_registry = cls(primary, secondary, distance_function) + new_registry = cls(primary, secondary, distance_function, author) candidates = CognateCandidatesInfo.find_all(primary, secondary, new_registry.distance_computer.method_name) diff --git a/wordstats/edit_distance_function_factory.py b/wordstats/edit_distance_function_factory.py index d07228a..db1570b 100644 --- a/wordstats/edit_distance_function_factory.py +++ b/wordstats/edit_distance_function_factory.py @@ -29,7 +29,6 @@ def load_rules(self): if len(self.rules) == 0: path = path_of_cognate_rules(self.primary, self.secondary, self.method_name, self.author) - print(path) self.load_rules_from_path(path) def load_rules_from_path(self, path): From 382530fb835a3bb17bbbc0f864f4cdde7d16b059 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 17 May 2018 09:37:07 +0200 Subject: [PATCH 40/64] setup dependencies added --- setup.py | 11 ++++------- 1 file changed, 4 insertions(+), 7 deletions(-) diff --git a/setup.py b/setup.py index e1505fe..a1e5a22 100644 --- a/setup.py +++ b/setup.py @@ -20,12 +20,6 @@ def package_files(directory): extra_files = package_files('wordstats/language_data/') -dependency_links=[ - "https://github.com/zeeguu-ecosystem/Python-Translators/tarball/master#egg=python_translators"], -install_requires=( - 'python_translators' - ) - setuptools.setup( name="wordstats", version="0.1", @@ -37,6 +31,9 @@ def package_files(directory): description="Python Class for Word Statistics ", keywords="second language acquisition api", package_data={'': extra_files}, + dependency_links=[ + "https://github.com/zeeguu-ecosystem/Python-Translators/tarball/master#egg=python_translators"], install_requires=("configobj", - "sqlalchemy") + "sqlalchemy", + 'python_translators') ) From e7bc442eb28c925aaad8a666e59ac97428b56643 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 17 May 2018 09:37:48 +0200 Subject: [PATCH 41/64] automatic evaluation through translator added --- wordstats/cognate_automatic_evaluation.py | 72 +++-------------------- wordstats/cognate_info.py | 53 ++++++++++++++++- wordstats/edit_distance.py | 4 +- 3 files changed, 60 insertions(+), 69 deletions(-) diff --git a/wordstats/cognate_automatic_evaluation.py b/wordstats/cognate_automatic_evaluation.py index 07bb76f..b547de9 100644 --- a/wordstats/cognate_automatic_evaluation.py +++ b/wordstats/cognate_automatic_evaluation.py @@ -1,72 +1,16 @@ from wordstats.cognate_info import CognateInfo -from wordstats.getchunix import read_single_keypress from wordstats.edit_distance import LanguageAwareEditDistance -from nltk.stem.snowball import SnowballStemmer - - -from python_translators.translators.glosbe_translator import GlosbeTranslator -from python_translators.translation_query import TranslationQuery -from python_translators.factories.google_translator_factory import GoogleTranslatorFactory - - -# note: only executable in terminal, reactive to one-key stroke -def evaluate_cognates(cognateInfo:CognateInfo, stemmer): - - translator = GlosbeTranslator(source_language=cognateInfo.primary, target_language=cognateInfo.secondary) - stemmer = SnowballStemmer(stemmer) - #translator = GoogleTranslatorFactory.build_contextless(cognateInfo.primary, cognateInfo.secondary) - for key, values in cognateInfo.candidates.items(): - from random import randint - from time import sleep - sleep(1 + randint(0,3)) - - if True: - response = translator.translate(TranslationQuery( - query=key, - max_translations=10, - - - )) - print(key, response.translations) - # synonyms = response.translations[0:len(response.translations)]['translation'] - translations = response.translations[:] - synonyms = [t['translation'] for t in translations] - # print(synonyms) - else: - synonyms = [key] - - for value in values: - if (key not in cognateInfo.blacklist.keys() or value not in cognateInfo.blacklist[key]) and\ - (key not in cognateInfo.whitelist.keys() or value not in cognateInfo.whitelist[key]): - #print(key, value) - - cognate = False - - for synonym in synonyms: - if stemmer.stem(synonym) == stemmer.stem(value) and True: - cognate = True - print(value, ' cognate with ', synonym) - elif synonym == value: - cognate = True - print(value, ' cognate with ', synonym) - - if cognate: - cognateInfo.add_to_whitelist(key, value) - cognateInfo.add_to_db(key, value, True) - cognateInfo.save_whitelist() - else: - cognateInfo.add_to_db(key, value, False) - cognateInfo.add_to_blacklist(key, value) - cognateInfo.save_blacklist() - - print('candidates size: ', len(cognateInfo.candidates)) - print('blacklist size: ', len(cognateInfo.blacklist)) - print('whitelist size: ', len(cognateInfo.whitelist)) +from python_translators.translators.glosbe_over_tor_translator import GlosbeOverTorTranslator languageFrom = "de" -languageTo = "nl" +languageTo = "en" cognateInfo = CognateInfo.load_cached(languageFrom, languageTo, LanguageAwareEditDistance) +print(len(cognateInfo.candidates)) #cognateInfo.blacklist.clear() #cognateInfo.whitelist.clear() -evaluate_cognates(cognateInfo, 'dutch') + +cognateInfo.compute_translator(GlosbeOverTorTranslator, save=True) +cognateInfo.save_candidates() +cognateInfo.save_blacklist() +cognateInfo.save_whitelist() diff --git a/wordstats/cognate_info.py b/wordstats/cognate_info.py index 83b9116..1c58a94 100644 --- a/wordstats/cognate_info.py +++ b/wordstats/cognate_info.py @@ -2,6 +2,10 @@ import os from datetime import datetime +from python_translators.translators.glosbe_translator import Translator +from python_translators.translators.glosbe_over_tor_translator import GlosbeOverTorTranslator +from python_translators.translation_query import TranslationQuery + from sqlalchemy import Table import configparser @@ -18,6 +22,8 @@ from .edit_distance_function_factory import WordDistanceFactory from collections import defaultdict +from time import sleep + class CognateInfo(object): """ @@ -59,15 +65,56 @@ def best_guess(self): # def apply_distance_metric(self, wordlist1, wordlist2, func): def compute(self): + wordlist1 = list(load_language_from_hermit(self.primary).word_info_dict.keys()) wordlist2 = list(load_language_from_hermit(self.secondary).word_info_dict.keys()) self.candidates = defaultdict(list) + i = 0 for w1 in wordlist1: for w2 in wordlist2: if self.distance_computer.is_candidate(w1, w2): self.candidates[w1].append(w2) + + def compute_translator(self, translator:Translator, save:Boolean = False): + + wordlist = set(load_language_from_hermit(self.primary).word_info_dict.keys()) + + translator = translator(source_language=self.primary, target_language=self.secondary) + i = 0 + for w1 in wordlist.difference(self.candidates.keys()): + sleep(1) + response = translator.translate(TranslationQuery( + query=w1, + max_translations=10, + + )) + + translations = [t['translation'] for t in response.translations[:]] + print(w1,": ", translations) + + + if len(translations) == 0: + self.candidates[w1].append("") + + else: + + for translation in translations: + self.candidates[w1].append(translation) + + is_cognate = self.distance_computer.is_candidate(w1, translation) + + if is_cognate: + self.add_to_whitelist(w1, translation) + else: + self.add_to_blacklist(w1, translation) + + if save: + self.add_candidate_to_db(w1, translation) + self.add_to_db(w1, translation, is_cognate) + + def has_cognates(self, primaryWord): return primaryWord in self.candidates.keys() @@ -157,8 +204,8 @@ def save_candidates(self): save_to_file(language_code_path, '\n'.join(lines)) def is_evaluated(self, word_primary, word_secondary): - return (word_primary not in self.blacklist.keys() or word_secondary not in self.blacklist[word_primary]) and\ - (word_primary not in self.whitelist.keys() or word_secondary not in self.whitelist[word_primary]) + return (word_primary in self.blacklist.keys() and word_secondary in self.blacklist[word_primary]) or\ + (word_primary in self.whitelist.keys() and word_secondary in self.whitelist[word_primary]) def save_whitelist(self): """ @@ -274,7 +321,7 @@ def clear_corresponding_entries_in_db_whitelist(self): BaseService.session.commit() - def add_to_db(self, primaryWord, secondaryWord): + def add_candidate_to_db(self, primaryWord, secondaryWord): """ Try to add one cognate pair to candidate db. diff --git a/wordstats/edit_distance.py b/wordstats/edit_distance.py index 7128ce5..50a708b 100644 --- a/wordstats/edit_distance.py +++ b/wordstats/edit_distance.py @@ -5,7 +5,7 @@ class LanguageAwareEditDistance(WordDistanceFactory): def __init__(self, primary, secondary, author:str = ""): super().__init__(primary, secondary, author) self.method_name = "edit_distance" - self.threshold = 0.3 + self.threshold = 0.5 self._initialize_distances() def _initialize_distances(self): @@ -18,4 +18,4 @@ def edit_distance_function(self, word1: str, word2: str): lengthLongest = max(len(word1),len(word2)) - return edit_distance(word1, word2)/lengthLongest + return edit_distance(word1, word2)/lengthLongest \ No newline at end of file From 7c3a5455739cf66c6b54ea3826875cd0328cc39c Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 17 May 2018 09:39:11 +0200 Subject: [PATCH 42/64] repetitive code replaced --- wordstats/cognate_user_evaluation.py | 8 ++++---- wordstats/tests/test_cognate.py | 18 +++++++++++++++++- 2 files changed, 21 insertions(+), 5 deletions(-) diff --git a/wordstats/cognate_user_evaluation.py b/wordstats/cognate_user_evaluation.py index 8a1f2ee..2d2fbd0 100644 --- a/wordstats/cognate_user_evaluation.py +++ b/wordstats/cognate_user_evaluation.py @@ -10,11 +10,11 @@ def evaluate_cognates(languageFrom, languageTo, method, author:str = ""): print("other: blacklist") cognateinfo = CognateInfo.load_cached(languageFrom, languageTo, method, author) - cognateinfo.save_candidates() + for key, values in cognateinfo.candidates.items(): for value in values: - if (key not in cognateinfo.blacklist.keys() or value not in cognateinfo.blacklist[key]) and\ - (key not in cognateinfo.whitelist.keys() or value not in cognateinfo.whitelist[key]): + + if not cognateinfo.is_evaluated(key, value): print(key, value) char = read_single_keypress() @@ -30,4 +30,4 @@ def evaluate_cognates(languageFrom, languageTo, method, author:str = ""): cognateinfo.add_to_blacklist(key, value) cognateinfo.save_blacklist() -evaluate_cognates("fr","nl", LanguageAwareEditDistance, "me") +evaluate_cognates("de","en", LanguageAwareEditDistance, "v1_manualevaluation") diff --git a/wordstats/tests/test_cognate.py b/wordstats/tests/test_cognate.py index 4aaca3f..a22417a 100644 --- a/wordstats/tests/test_cognate.py +++ b/wordstats/tests/test_cognate.py @@ -37,7 +37,7 @@ def testEasyAPI(self): @classmethod def testManualCompute(self): - cognate_info_fr_nl = CognateInfo("fr", "nl", LanguageAwareEditDistance) + cognate_info_fr_nl = CognateInfo("de", "fr", LanguageAwareEditDistance) cognate_info_fr_nl.compute() cognate_info_fr_nl.save_candidates() @@ -67,6 +67,22 @@ def testLoadingFromFile(self): for key, value in cognate_info_de_nl.blacklist.items(): assert(value == cognate_info_de_nl2.blacklist[key]) + @classmethod + def testGenerateCandidates(self): + cognate_info_de_nl = CognateInfo("de", "nl", LanguageAwareEditDistance, "v1_manualevaluation") + cognate_info_de_nl.compute() + + cognate_info_de_nl.save_candidates() + cognate_info_de_nl.cache_candidates_to_db() + + @classmethod + def testGenerateCandidates(self): + cognate_info_de_nl = CognateInfo("de", "en", LanguageAwareEditDistance, "v1_manualevaluation") + cognate_info_de_nl.compute() + + cognate_info_de_nl.save_candidates() + cognate_info_de_nl.cache_candidates_to_db() + @classmethod def testLoadingFromDb(self): cognate_info_de_nl = CognateInfo("de", "nl", WordDistanceOverlap) From c7bb3ea46beb529a1498811fd7a6706abf9e46a8 Mon Sep 17 00:00:00 2001 From: joel Date: Thu, 17 May 2018 09:40:48 +0200 Subject: [PATCH 43/64] cognates in txt and db format for german-english --- .../language_data/cognates/deen/blacklist.txt | 9772 ++++++++++++++ .../deen/edit_distance/candidates.txt | 11266 ++++++++++++++++ .../language_data/cognates/deen/rules.txt | 0 .../language_data/cognates/deen/whitelist.txt | 2771 ++++ wordstats/wordinfo.db | Bin 0 -> 18571264 bytes 5 files changed, 23809 insertions(+) create mode 100644 wordstats/language_data/cognates/deen/blacklist.txt create mode 100644 wordstats/language_data/cognates/deen/edit_distance/candidates.txt create mode 100644 wordstats/language_data/cognates/deen/rules.txt create mode 100644 wordstats/language_data/cognates/deen/whitelist.txt create mode 100644 wordstats/wordinfo.db diff --git a/wordstats/language_data/cognates/deen/blacklist.txt b/wordstats/language_data/cognates/deen/blacklist.txt new file mode 100644 index 0000000..225ac12 --- /dev/null +++ b/wordstats/language_data/cognates/deen/blacklist.txt @@ -0,0 +1,9772 @@ +rädern break on the wheel +messern knife cut +tunesien republic of tunisia +unterführung tunnel +schmutzige impurely smuttily squalidly filthy +bleichen blanch discolour refine to etiolate to whiten clear lighten to bleach out +vereinfacht simplified simplifies schematic dumbed-down simplistic +gleich equal same immediately like alike equally identical at once similar directly +vagina vulva +universal cyclopedic all-out all-round complete extensive full-scale general over-all catholic +versehen provide supply furnish equip accommodate administer give perform serve make a mistake +eintauschen exchange trade swap change switch alter modify to barter to swop transform +gedrängt concise dense terse packed brief crowded compendious crushed fully laconic +siebenmal seven times +kennt knows +weihnachtsbaum xmas trees +physikalisch physic ... in physics +necken tease banter taunt cool jeer at make fun of refrigerate scoff heckle annoy +mündlich oral verbal orally verbally vocal vocally by word of mouth nuncupative spoken out loud +wichtigstes key +säbel camber scimitar +hechelt gossips heckled tattles teased +kabarett revue +diszipliniert orderly +unsagbar unspeakable ineffable unutterable indescribable unspeakably untold inexpressible undescribable untoldly unutterably +worum about what about which what ... about? what about which ... about +made maggot white grub +zurückgetreten receded resigned retired abdicated got back rescinded retrogressed stepped back stood down withdrawn +klassisch vintage ancient classically +hochklettern climb clamber claw one’s way up scale scramble to climb to clamber to claw one's way up to scale to scramble +darf may +aller each every everybody everybody's everyone's everything very +milliarde hundred crore +o oh above whoa wow yikes yow above mentioned foregoing I never +gefällt pleases cut down felled hewed hewn pleased +kapitän master master mariner sea captain +böser devilry meaner worse +bestätigen confirm affirm corroborate acknowledge ratify certify endorse verify substantiate authenticate +grundriss layout +schallendes clangorously +gemein nasty ugly abject ignoble base beastly ignobly sordid vilely malicious +anpiepsen page to page +schwelgen revel be absorbed in be engrossed in be lost in indulge to luxuriate debauch swallow to wallow +verwüstet devastated deserted desolate desolates devastates ravages wasted wastes bleak desolated +tierisch animal bestial brute brutish animalistic animally bestially animal-like beastly brutal +vertrag accord act deed tendering +not necessary +golden or aureate gilt auburn blond maroon +klonen chat duplicate +vegetation greenery verdure +faultier sloths +griechisch Greek Grecian Hellenic greek grecian +bastion bulwark +unterstellung assumption +gebrauchen use employ apply make use of utilize turn to account take utilise exert circulate +eiern to wobble wobble +eingesammelt amassed collected scavenged +recht quite correct just proper straight fairly right-wing accurate exact +jämmerlicher more miserable +gedränge mêlée +aufbrausend irascible explosive flaring up choleric irritable effervescing effervescent fizzy flare up flying into a rage +vogelscheuche artificial hawks golliwog scares +flehen implore beg pray crave supplicate ask entreat request rely on appeal +arbeitete labored worked laboured +hinderte detained hampered stymied balked embarrassed inhibited +ölen oil lubricate anoint grease lube smear +geölt oiled lubed lubricated +tod death decease grave parting +fixieren fix fixate fasten affix locate record set dog appoint attach +zeitlich temporal chronological temporally seasonal temporary time temporale chronologic chronologically in terms of time +missglückt failed been unsuccessful miscarried unsuccessful +hatschi achoo atishoo atchoo bless you kerchoo sneeze sneezy +exakt precise accurate correct accurately punctual faithful precisely minutely +blind sightless mindless unthinking at random dull excessive +grollen rumble regret detest hate 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a/wordstats/language_data/cognates/deen/edit_distance/candidates.txt b/wordstats/language_data/cognates/deen/edit_distance/candidates.txt new file mode 100644 index 0000000..e9ce811 --- /dev/null +++ b/wordstats/language_data/cognates/deen/edit_distance/candidates.txt @@ -0,0 +1,11266 @@ +rädern break on the wheel +messern knife cut +tunesien tunisia republic of tunisia +unterführung tunnel +guido guido +schmutzige impurely smuttily squalidly filthy +bleichen bleach blanch bleachings discolour refine to etiolate to whiten clear lighten to bleach out +vereinfacht simplified simplifies schematic dumbed-down simplistic +gleich equal same immediately like alike equally identical at once similar directly +vagina vulva +universal universal cyclopedic all-out all-round complete extensive full-scale general over-all catholic +versehen provide supply furnish equip accommodate administer give perform serve make a mistake +eintauschen exchange trade swap change switch alter modify to barter to 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gravy train take the credit milk rake in to be onto a good thing to line one's pockets to make money without working +bewundern admire look up adore marvel love be charmed be fascinated fall in love with watch something in fascination contemplate +vi vi VI diversification diversified management +träumen dream daydream fantasise fantasize fancy wish dream about drift away moon dreamed +transformiert transforms transformed +abgeführt led away discharged hauled off purged +heiser hoarse husky raucous croaky huskily hoarsely throaty grating gravelly thick +zäh tough tenacious chewy dogged feisty stringy tenaciously closely firmly hard +herausgegeben released edited issued published redacted surrendered +konzentrierte concentrated concentrative massed +antworten answer reply respond accept apply for comply with repeat satisfy repartee answering +massig bulky huge massive massy lumping mass gargantuan thick coarse great hulking +drohen threaten impend menace threat await expect intimidate 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+vorherbestimmt foregone predetermined fated foreordained predestinated predestined predeterminated preordained +raschelt rustles fissles swishes swooshes swoshes +unbeantwortet unanswered undecided unacknowledged +lebhafter brisker sprier sprightlier spunkier friskier livelier +gegangen gone walked went ambulated fared proved proven resorted stepped +medizinischer medicinal +möglichst to the utmost as much as possible as possible at best at the most if possible preferably at most wherever practicable as ... as one can +ausgeben spend issue expend output dispense give out pay out publish devote deal out +zurückkriegen to get back +lola lola +krabbeln crawl scuttle scrabble creep scramble itch climb ascend go up mount +netz netting fishing net +camelot camelot +wessen whose what +tschüssi toodeloo toodle-OO toodle-pip +befruchten fertilize fertilise impregnate fecundate inseminate fructify pollinate stimulate to stimulate +emir amir +durchsehen examine look over review investigate look 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stingy miserly avaricious greedy mean cheap niggardly parsimonious penurious sordid +entwarf charted conceptualized styled conceptualised contrived designed drafted framed +verzerrt warped distorted warps biased distorts ghastly twisted contorted deformed skewed +spartakus spartacus +rückfall reversion +morbide morbid +eingemischt meddled admixed intervened medlied tampered +prinzipiell theoretically always fundamental as a matter of principle basically fundamentally principled as a general rule in principle on principle +gierige hoggishly +til writing in a formal style +versicherung cover insurance reassurance affidavit cost +uneinig discordant confusion discordantly disorder divided by disagreement differ at issue at odds disagree divided +immerdar always forever perpetually invariably constantly continually eternally everlastingly evermore aye +verdroschen threshed flayed lambasted lammed larruped +preußen prussia +jodeln yodel +hinterhältiges snakily \ No newline at end of file diff --git a/wordstats/language_data/cognates/deen/rules.txt b/wordstats/language_data/cognates/deen/rules.txt new file mode 100644 index 0000000..e69de29 diff --git a/wordstats/language_data/cognates/deen/whitelist.txt b/wordstats/language_data/cognates/deen/whitelist.txt new file mode 100644 index 0000000..8437aca --- /dev/null +++ b/wordstats/language_data/cognates/deen/whitelist.txt @@ -0,0 +1,2771 @@ +tunesien tunisia +guido guido +bleichen bleach bleachings +universal universal +observiert observed observes +physikalisch physical physically physisch +dundee dundee +hechelt hatcheled +diszipliniert disciplined disciplines +tiberius tiberius +klassisch classical classic +aller all +hermann herman +majestic majestic +o o +metalle metal +bologna bologna +mechanismus mechanism mechanics +bulldog bulldog +saßen sassen +golden golden gold gilded +klonen clone +vegetation vegetation +vista vista +quintessenz quintessence +tough tough +recht right +hinderte hindered +neutron neutron 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