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How to use test_match method in pyshould

Best Python code snippet using pyshould_python

entity_wrapper.py

Source:entity_wrapper.py

1import aiohttp2import dill3import logging4from pathlib import Path5class EntityWrapperException(Exception):6    pass7class EntityWrapper:8    def __init__(self, service_url, client_session: aiohttp.ClientSession):9        self.service_url = service_url10        self.logger = logging.getLogger('entity_matcher')11        self.client_session = client_session12        self.train_labels = None13        self.train_entities_q = None14        self.train_entities_a = None15    async def get_from_er_server(self, relative_url, params=None):16        try:17            async with self.client_session.get(18                    self.service_url + "/" + relative_url,19                    params=params) as resp:20                status = resp.status21                if status != 200:22                    raise EntityWrapperException(23                        "ER call to {} failed with status {}".format(24                            relative_url, status))25                response = await resp.json()26            if response is None:27                raise EntityWrapperException("Response was none")28            return response29        except (aiohttp.client_exceptions.ClientConnectorError,30                aiohttp.client_exceptions.ContentTypeError) as exc:31            raise EntityWrapperException("aiohttp error", exc)32    async def extract_entities(self, sample):33        entities = await self.get_from_er_server("ner", {'q': sample})34        if not isinstance(entities, list):35            raise EntityWrapperException(36                "Unexpected ER response - should be a list")37        for e in entities:38            if "'s" in e['value']:39                e['value'] = e['value'].replace("'s", "")40            e['value'] = e['value'].lower()41            if e['value'].startswith('the'):42                e['value'] = e['value'].replace('the', '')43        self.logger.debug("entities for '{}': {}".format(sample, entities))44        return entities45    async def tokenize(self, sample, filter_ents='True', sw_size='small'):46        tokens = await self.get_from_er_server("tokenize", {47            'q': sample,48            'filter_ents': filter_ents,49            'sw_size': sw_size50        })51        if not isinstance(tokens, list):52            raise EntityWrapperException(53                "Unexpected ER response - should be a list")54        return [token for token in tokens]55    def __prepro_question(self, test_q):56        test_match = test_q.lower()57        test_match = test_match.replace('"', '')58        test_match = test_match.replace("'s", "")59        test_match = test_match.replace("", "")60        d = test_match.maketrans('', '', '!"\'(),./:;<=>?[\\]`{|}')61        test_match = test_match.translate(d)62        test_match = test_match.split()63        return test_match64    def match_entities(self, test_q, ents_msg, subset_idxs=None):65        test_match = self.__prepro_question(test_q)66        self.logger.info("test_match: {}".format(test_match))67        # subset if already pre-selected using different algo68        sub_idxs = subset_idxs if subset_idxs is not None else list(69            range(len(self.train_entities_a)))70        ents_q_a = [(i, self.train_entities_q[i], self.train_entities_a[i])71                    for i in sub_idxs]72        # search for interrogative words matching entitites73        interrog_matches = [(i, ents_q,74                             self.interrogative_match(75                                 test_match, (ents_msg, ents_q, ents_a)))76                            for i, ents_q, ents_a in ents_q_a]77        _, _, cnt = zip(*interrog_matches)78        self.logger.debug("interrog count: {}".format(cnt))79        max_cnt = max(cnt)80        interrog_matches = [(m[0], m[1]) for m in interrog_matches81                            if m[2] == max_cnt and max_cnt > 0]82        self.logger.info("interrog matches: {}".format(interrog_matches))83        if len(interrog_matches) > 0:84            train_ents = interrog_matches85        else:86            train_ents = [(i, ents_q) for i, ents_q, ents_a in ents_q_a]87        # search for entity matches between train and test q's88        matched_labels = self.find_matches(train_ents, test_match)89        if len(matched_labels) > 0:90            self.logger.info("entity matches: {} ({} max matches)".format(91              matched_labels, max_cnt))92            return matched_labels93        elif len(interrog_matches) > 0:94            self.logger.info("interrog matches: {}".format(95              [(i, self.train_labels[i]) for i, _ in interrog_matches]))96            return [(i, self.train_labels[i]) for i, _ in interrog_matches]97        else:98            self.logger.info("no entity matches")99            return []100    def find_matches(self, train_ents, test_match):101        max_matches = 0102        matched_labels = []103        for i, tr_ents in train_ents:104            num_matches = 0105            self.logger.debug("train sample ents: {}".format(tr_ents))106            num_matches += sum(1 if e not in ['the'] and e in test_match else 0107                               for ent in tr_ents for e in self.split_entities(ent))108            if num_matches > max_matches:109                max_matches = num_matches110                matched_labels = [(i, self.train_labels[i])]111            elif num_matches == max_matches and max_matches > 0:112                matched_labels.append((i, self.train_labels[i]))113        return matched_labels114    def split_entities(self, ent):115        if ent['category'] in [116                'sys.person', 'sys.group', 'sys.organization'117        ]:118            tmp_ent = ent['value'].split()119        else:120            tmp_ent = [ent['value']]121        return tmp_ent122    def interrogative_match(self, test_match, ents):123        match = 0124        match += int(self.check_who_questions(test_match, ents))125        match += int(self.check_for_person(test_match, ents))126        match += int(self.check_who_questions_inv(test_match, ents))127        # match += int(self.check_what_questions(test_match, ents))128        return match129    def check_who_questions(self, test_match, ents):130        ents_msg, ents_q, ents_a = ents131        match = False132        if 'who' in test_match and not any(133                [e['category'] == 'sys.person' for e in ents_msg]):134            match = any(135                [ent_a['category'] == 'sys.person' for ent_a in ents_a])136        return match137    def check_who_questions_inv(self, test_match, ents):138        ents_msg, ents_q, ents_a = ents139        match = False140        if 'who' in test_match:141            match = any([142                e in test_match for ent in ents_q143                for e in ent['value'].split()144                if ent['category'] == 'sys.person'145            ])146        return match147    def check_what_questions(self, test_match, ents):148        ents_msg, ents_q, ents_a = ents149        match = False150        orgs = [151            e['value'].lower() for e in ents_msg152            if e['category'] == ['sys.group', 'sys.organization']153        ]154        if 'what' in test_match and len(orgs) > 0:155            match = any([ent_q['value'] in orgs for ent_q in ents_q])156        return match157    def check_for_person(self, test_match, ents):158        ents_msg, ents_q, ents_a = ents159        person = [160            e['value'].lower().split() for e in ents_msg161            if e['category'] == 'sys.person'162        ]163        person = [e for p in person for e in p]164        if len(person) > 0:165            return any(166                [p in e['value'].lower() for e in ents_q for p in person])167        else:168            return False169    def save_data(self, file_path: Path, q_ents, a_ents, train_labels):170        if not isinstance(q_ents, list) or not isinstance(a_ents, list):171            self.logger.error('data to save must be list')172            raise EntityWrapperException('data to save must be list')173        with file_path.open('wb') as f:174            dill.dump([q_ents, a_ents, train_labels], f)175    def load_data(self, file_path: Path):176        with file_path.open('rb') as f:177            d = dill.load(f)178        self.train_entities_q = d[0]179        self.train_entities_a = d[1]...

views.py

Source:views.py

...25    crumbs = [26        ("Homepage", reverse("teacher_index")),27        ("Coursework", reverse(redir_path, args=[test_match.coursework.id]))28    ]29    group = fh.feedback_group_for_test_match(test_match)30    comment_list = [(c.submit_date, c.comment,31                    fh.nick_for_comment(c.user, group, request.user))32                    for c in cm.Comment.objects.filter(object_pk=test_match_id)]33    names = fh.detail_test_match_anon_names(request.user, test_match, group)34    details = {35        "test_match": test_match,36        "solution_name": names[1],37        "test_name": names[2],38        "can_submit": perm == p.TestMatchMode.WRITE,39        "test_files": test_match.test.get_files(test_match.test_version),40        "result_files": test_match.result.get_files(),41        "solution_files": test_match.solution.get_files(test_match.solution_version),42        "user_owns_test": test_match.test.creator == request.user,43        "user_owns_sol": test_match.solution.creator == request.user,...

centrists.py

Source:centrists.py

1def central(l, names):2    can_be_center = ["YES"] * 33    first = names[0]4    second = names[1]5    third = names[2]6    match = ""7    odd = ""8    odd_index = -19    for letter in range(l):10        if odd:11            # print("odd loop")12            test_match = [""] * 313            compare_indexes = []14            for i in range(3):15                if i == odd_index:16                    continue17                else:18                    compare_indexes.append(i)19                    # print("index {}".format(i))20                    if names[i][letter] == odd:21                        test_match[i] = "ODD"22                        # print("at letter {}, {} matches odd {}".format(letter, i, odd))23                    elif names[i][letter] == match:24                        test_match[i] = "MATCH"25                        # print("at letter {}, {} matches match".format(letter, i, match))26                    else:27                        test_match[i] = names[i][letter]28            if len(compare_indexes) == 2 and test_match[compare_indexes[0]] == test_match[compare_indexes[1]]:29                continue30            elif test_match.count("ODD") == 1 and test_match.count("MATCH") == 1:31                extreme_index = test_match.index("MATCH")32                can_be_center[extreme_index] = "NO"33                # print("extreme no")34                break35            else:36                break37        if first[letter] == second[letter] and first[letter] != third[letter]:38            can_be_center[2] = "NO"39            match = first[letter]40            odd = third[letter]41            # print("odd: {}".format(odd))42            odd_index = 243        elif third[letter] == second[letter] and third[letter] != first[letter]:44            can_be_center[0] = "NO"45            match = third[letter]46            odd = first[letter]47            # print("odd: {}".format(odd))48            odd_index = 049    return can_be_center50def driver():51    t = int(raw_input())52    for i in range(1, t + 1):53        L = int(raw_input())54        names = [str(s) for s in raw_input().split(" ")]55        result = central(L, names)56        print("Case #{}: {} {} {}".format(i, result[0], result[1], result[2]))...

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