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pythondatasetsactive-learningtext-annotationdatasetnatural-language-processingdata-labelingmachine-learningannotation-tool
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70 lines
1.8 KiB
70 lines
1.8 KiB
from rest_framework import serializers
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from examples.models import Example
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from label_types.models import CategoryType, SpanType
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from .models import Category, Span, TextLabel, Relation
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class CategorySerializer(serializers.ModelSerializer):
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label = serializers.PrimaryKeyRelatedField(queryset=CategoryType.objects.all())
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example = serializers.PrimaryKeyRelatedField(queryset=Example.objects.all())
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class Meta:
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model = Category
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fields = (
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'id',
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'prob',
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'user',
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'example',
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'created_at',
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'updated_at',
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'label',
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)
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read_only_fields = ('user',)
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class SpanSerializer(serializers.ModelSerializer):
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label = serializers.PrimaryKeyRelatedField(queryset=SpanType.objects.all())
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example = serializers.PrimaryKeyRelatedField(queryset=Example.objects.all())
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class Meta:
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model = Span
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fields = (
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'id',
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'prob',
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'user',
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'example',
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'created_at',
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'updated_at',
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'label',
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'start_offset',
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'end_offset',
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)
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read_only_fields = ('user',)
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class TextLabelSerializer(serializers.ModelSerializer):
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example = serializers.PrimaryKeyRelatedField(queryset=Example.objects.all())
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class Meta:
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model = TextLabel
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fields = (
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'id',
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'prob',
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'user',
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'example',
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'created_at',
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'updated_at',
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'text',
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)
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read_only_fields = ('user',)
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class RelationSerializer(serializers.ModelSerializer):
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def validate(self, attrs):
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return super().validate(attrs)
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class Meta:
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model = Relation
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fields = ('id', 'annotation_id_1', 'annotation_id_2', 'type', 'user', 'timestamp')
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