How to use is_type_of method in assertpy

Best Python code snippet using assertpy_python

models.py

Source:models.py

...21    users = models.ManyToManyField(User, related_name='projects')22    project_type = models.CharField(max_length=30, choices=PROJECT_CHOICES)23    def get_absolute_url(self):24        return reverse('upload', args=[self.id])25    def is_type_of(self, project_type):26        return project_type == self.project_type27    def get_progress(self, user):28        docs = self.get_documents(is_null=True, user=user)29        total = self.documents.count()30        remaining = docs.count()31        return {'total': total, 'remaining': remaining}32    @property33    def image(self):34        if self.is_type_of(self.DOCUMENT_CLASSIFICATION):35            url = staticfiles_storage.url('images/cat-1045782_640.jpg')36        elif self.is_type_of(self.SEQUENCE_LABELING):37            url = staticfiles_storage.url('images/cat-3449999_640.jpg')38        elif self.is_type_of(self.Seq2seq):39            url = staticfiles_storage.url('images/tiger-768574_640.jpg')40        return url41    def get_template_name(self):42        if self.is_type_of(Project.DOCUMENT_CLASSIFICATION):43            template_name = 'annotation/document_classification.html'44        elif self.is_type_of(Project.SEQUENCE_LABELING):45            template_name = 'annotation/sequence_labeling.html'46        elif self.is_type_of(Project.Seq2seq):47            template_name = 'annotation/seq2seq.html'48        else:49            raise ValueError('Template does not exist')50        return template_name51    def get_documents(self, is_null=True, user=None):52        docs = self.documents.all()53        if self.is_type_of(Project.DOCUMENT_CLASSIFICATION):54            if user:55                docs = docs.exclude(doc_annotations__user=user)56            else:57                docs = docs.filter(doc_annotations__isnull=is_null)58        elif self.is_type_of(Project.SEQUENCE_LABELING):59            if user:60                docs = docs.exclude(seq_annotations__user=user)61            else:62                docs = docs.filter(seq_annotations__isnull=is_null)63        elif self.is_type_of(Project.Seq2seq):64            if user:65                docs = docs.exclude(seq2seq_annotations__user=user)66            else:67                docs = docs.filter(seq2seq_annotations__isnull=is_null)68        else:69            raise ValueError('Invalid project_type')70        return docs71    def get_document_serializer(self):72        from .serializers import ClassificationDocumentSerializer73        from .serializers import SequenceDocumentSerializer74        from .serializers import Seq2seqDocumentSerializer75        if self.is_type_of(Project.DOCUMENT_CLASSIFICATION):76            return ClassificationDocumentSerializer77        elif self.is_type_of(Project.SEQUENCE_LABELING):78            return SequenceDocumentSerializer79        elif self.is_type_of(Project.Seq2seq):80            return Seq2seqDocumentSerializer81        else:82            raise ValueError('Invalid project_type')83    def get_annotation_serializer(self):84        from .serializers import DocumentAnnotationSerializer85        from .serializers import SequenceAnnotationSerializer86        from .serializers import Seq2seqAnnotationSerializer87        if self.is_type_of(Project.DOCUMENT_CLASSIFICATION):88            return DocumentAnnotationSerializer89        elif self.is_type_of(Project.SEQUENCE_LABELING):90            return SequenceAnnotationSerializer91        elif self.is_type_of(Project.Seq2seq):92            return Seq2seqAnnotationSerializer93    def get_annotation_class(self):94        if self.is_type_of(Project.DOCUMENT_CLASSIFICATION):95            return DocumentAnnotation96        elif self.is_type_of(Project.SEQUENCE_LABELING):97            return SequenceAnnotation98        elif self.is_type_of(Project.Seq2seq):99            return Seq2seqAnnotation100    def __str__(self):101        return self.name102class Label(models.Model):103    KEY_CHOICES = ((u, c) for u, c in zip(string.ascii_lowercase, string.ascii_lowercase))104    COLOR_CHOICES = ()105    text = models.CharField(max_length=100)106    shortcut = models.CharField(max_length=10, choices=KEY_CHOICES)107    project = models.ForeignKey(Project, related_name='labels', on_delete=models.CASCADE)108    background_color = models.CharField(max_length=7, default='#209cee')109    text_color = models.CharField(max_length=7, default='#ffffff')110    def __str__(self):111        return self.text112    class Meta:113        unique_together = (114            ('project', 'text'),115            ('project', 'shortcut')116        )117class Document(models.Model):118    text = models.TextField()119    project = models.ForeignKey(Project, related_name='documents', on_delete=models.CASCADE)120    def get_annotations(self):121        if self.project.is_type_of(Project.DOCUMENT_CLASSIFICATION):122            return self.doc_annotations.all()123        elif self.project.is_type_of(Project.SEQUENCE_LABELING):124            return self.seq_annotations.all()125        elif self.project.is_type_of(Project.Seq2seq):126            return self.seq2seq_annotations.all()127    def make_dataset(self):128        if self.project.is_type_of(Project.DOCUMENT_CLASSIFICATION):129            return self.make_dataset_for_classification()130        elif self.project.is_type_of(Project.SEQUENCE_LABELING):131            return self.make_dataset_for_sequence_labeling()132        elif self.project.is_type_of(Project.Seq2seq):133            return self.make_dataset_for_seq2seq()134    def make_dataset_for_classification(self):135        annotations = self.get_annotations()136        dataset = [[a.document.id, a.document.text, a.label.text, a.user.username]137                   for a in annotations]138        return dataset139    def make_dataset_for_sequence_labeling(self):140        annotations = self.get_annotations()141        dataset = [[self.id, ch, 'O'] for ch in self.text]142        for a in annotations:143            for i in range(a.start_offset, a.end_offset):144                if i == a.start_offset:145                    dataset[i][2] = 'B-{}'.format(a.label.text)146                else:...

config.py

Source:config.py

1from dynaconf import Dynaconf, Validator2settings = Dynaconf(3    envvar_prefix="LINKHUB",4    settings_files=["settings.toml", ".secrets.toml"],5    # Validating and setting defaults6    validators=[7        Validator("REQUEST_KEY", is_type_of=str),8        Validator("POLLING_INTERVAL_SECONDS", is_type_of=int, default=5),9        Validator("BOX_ADDRESS", is_type_of=str, default="192.168.1.1"),10        Validator("EXPORTER_PORT", is_type_of=int, default=9877),11        Validator("EXPORTER_ADDRESS", is_type_of=str, default="localhost"),12    ],13)14# `envvar_prefix` = export envvars with `export LINKHUB_FOO=bar`....

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