How to use _get_tags method in localstack

Best Python code snippet using localstack_python

tagger.py

Source:tagger.py

...32        return y33    def _get_prob(self, pred):34        prob = np.max(pred, -1)35        return prob36    def _get_tags(self, pred):37        tags = self.preprocessor.inverse_transform([pred])38        tags = tags[0]  # reduce batch dimension39        return tags40    def _build_response(self, sent, tags, prob):41        words = self.tokenizer(sent)42        res = {43            'words': words,44            'entities': [45            ]46        }47        chunks = get_entities(tags)48        for chunk_type, chunk_start, chunk_end in chunks:49            chunk_end += 150            entity = {51                'text': ' '.join(words[chunk_start: chunk_end]),52                'type': chunk_type,53                'score': float(np.average(prob[chunk_start: chunk_end])),54                'beginOffset': chunk_start,55                'endOffset': chunk_end56            }57            res['entities'].append(entity)58        return res59    def analyze(self, text):60        """Analyze text and return pretty format.61        Args:62            text: string, the input text.63        Returns:64            res: dict.65        Examples:66            >>> text = 'President Obama is speaking at the White House.'67            >>> model.analyze(text)68            {69                "words": [70                    "President",71                    "Obama",72                    "is",73                    "speaking",74                    "at",75                    "the",76                    "White",77                    "House."78                ],79                "entities": [80                    {81                        "beginOffset": 1,82                        "endOffset": 2,83                        "score": 1,84                        "text": "Obama",85                        "type": "PER"86                    },87                    {88                        "beginOffset": 6,89                        "endOffset": 8,90                        "score": 1,91                        "text": "White House.",92                        "type": "ORG"93                    }94                ]95            }96        """97        pred = self.predict_proba(text)98        tags = self._get_tags(pred)99        prob = self._get_prob(pred)100        res = self._build_response(text, tags, prob)101        return res102    def predict(self, text):103        """Predict using the model.104        Args:105            text: string, the input text.106        Returns:107            tags: list, shape = (num_words,)108            Returns predicted values.109        """110        pred = self.predict_proba(text)111        tags = self._get_tags(pred)...

test_functional_actions_tags.py

Source:test_functional_actions_tags.py

...30            pass31    @arm_template('vm.json')32    def test_tag(self):33        self._run_policy([{'type': 'tag', 'tag': 'cctest_tag', 'value': 'ccvalue'}])34        self.assertEqual(self._get_tags().get('cctest_tag'), 'ccvalue')35    @arm_template('vm.json')36    def test_untag(self):37        self._set_tags({'cctest_untag': 'ccvalue'})38        self._run_policy([{'type': 'untag', 'tags': ['cctest_untag']}])39        self.assertEqual(self._get_tags().get('cctest_untag'), None)40    @arm_template('vm.json')41    def test_trim(self):42        self._set_tags({'cctest_trim': 'ccvalue'})43        self._run_policy([{'type': 'tag-trim', 'space': 0}])44        self.assertEqual(self._get_tags().get('cctest_trim'), None)45    @arm_template('vm.json')46    def test_mark_for_op(self):47        self._run_policy([{'type': 'mark-for-op',48                           'tag': 'cctest_mark',49                           'op': 'delete',50                           'msg': '{op}, {action_date}',51                           'days': self.DAYS}])52        expected_date = utils.utcnow() + datetime.timedelta(days=self.DAYS)53        expected = 'delete, ' + expected_date.strftime('%Y/%m/%d')54        self.assertEqual(self._get_tags().get('cctest_mark'), expected)55    @arm_template('vm.json')56    def test_autotag_user_and_date(self):57        self._run_policy([{'type': 'auto-tag-user', 'tag': 'cctest_email', 'days': 1},58                          {'type': 'auto-tag-date', 'tag': 'cctest_date', 'days': 1}])59        self.assertIsNotNone(self._get_tags().get('cctest_email'))60        self.assertIsNotNone(self._get_tags().get('cctest_date'))61    def _get_tags(self):62        return tools.get_tags(self.client, self.rg_name, self.vm_name)63    def _set_tags(self, tags):64        tools.set_tags(self.client, self.rg_name, self.vm_name, tags)65    def _run_policy(self, actions):66        return self.load_policy({67            'name': 'test-tag',68            'resource': 'azure.vm',69            'filters': [{70                'type': 'value',71                'key': 'name',72                'op': 'eq',73                'value_type': 'normalize',74                'value': self.vm_name75            }],...

dogstatsd.py

Source:dogstatsd.py

...14        self.client.gauge(15            self._get_key(metric),16            value,17            sample_rate=sample_rate,18            tags=self._get_tags(tags),19        )20    def increment(self, metric, value=1, tags=None, sample_rate=1):21        self.client.increment(22            self._get_key(metric),23            value,24            sample_rate=sample_rate,25            tags=self._get_tags(tags),26        )27    def decrement(self, metric, value=1, tags=None, sample_rate=1):28        self.client.decrement(29            self._get_key(metric),30            value,31            sample_rate=sample_rate,32            tags=self._get_tags(tags),33        )34    def histogram(self, metric, value, tags=None, sample_rate=1):35        self.client.histogram(36            self._get_key(metric),37            value,38            sample_rate=sample_rate,39            tags=self._get_tags(tags),40        )41    def timing(self, metric, value, tags=None, sample_rate=1):42        self.client.timing(43            self._get_key(metric),44            value,45            sample_rate=sample_rate,46            tags=self._get_tags(tags),47        )48    def timed(self, metric, tags=None, sample_rate=1, use_ms=None):49        self.client.timed(50            self._get_key(metric),51            sample_rate=sample_rate,52            tags=self._get_tags(tags),53            use_ms=use_ms,...

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