Source code for django_elasticsearch_dsl_drf.viewsets

# -*- coding: utf-8 -*-

Base ViewSets.
from __future__ import absolute_import, unicode_literals

import copy

from django.http import Http404
from django.core.exceptions import ImproperlyConfigured

from elasticsearch_dsl import Search
from elasticsearch_dsl.connections import connections
from elasticsearch_dsl.query import MoreLikeThis

from rest_framework import status
from rest_framework.decorators import action
from rest_framework.permissions import AllowAny
from rest_framework.response import Response
from rest_framework.viewsets import ReadOnlyModelViewSet

from .pagination import PageNumberPagination
from .utils import DictionaryProxy
from .versions import ELASTICSEARCH_GTE_7_0

__title__ = 'django_elasticsearch_dsl_drf.viewsets'
__author__ = 'Artur Barseghyan <>'
__copyright__ = '2017-2020 Artur Barseghyan'
__license__ = 'GPL 2.0/LGPL 2.1'
__all__ = (

[docs]class SuggestMixin(object): """Suggest mixin."""
[docs] @action(detail=False) def suggest(self, request): """Suggest functionality.""" queryset = self.filter_queryset(self.get_queryset()) is_suggest = getattr(queryset, '_suggest', False) if not is_suggest: return Response( status=status.HTTP_400_BAD_REQUEST ) page = self.paginate_queryset(queryset) return Response(page)
[docs]class FunctionalSuggestMixin(object): """Functional suggest mixin."""
[docs] @action(detail=False) def functional_suggest(self, request): """Functional suggest functionality. :param request: :return: """ # TODO: leave the following check or remove? if 'view' in request.parser_context: view = request.parser_context['view'] filter_backend_names = [ __b.__name__ for __b in view.filter_backends ] if 'FunctionalSuggesterFilterBackend' not in filter_backend_names: raise ImproperlyConfigured( "To use functional suggester backend you shall add " "`FunctionalSuggesterFilterBackend` to the " "`filter_backends` of your ViewSet." ) queryset = self.filter_queryset(self.get_queryset()) page = self.paginate_queryset(queryset) return Response(page)
[docs]class MoreLikeThisMixin(object): """More-like-this mixin."""
[docs] @action(detail=True) def more_like_this(self, request, pk=None, id=None): """More-like-this functionality detail view. :param request: :return: """ if 'view' in request.parser_context: view = request.parser_context['view'] kwargs = copy.copy(getattr(view, 'more_like_this_options', {})) id_ = pk if pk else id # Use current queryset queryset = self.filter_queryset(self.get_queryset()) # We do not try to get fields from current serializer. On the # Elasticsearch side if no ``fields`` value is given, ``_all`` is # used, and although some serializers could contain less fields # than available, this seems like the best approach. If you want to # fall back to ``_all`` of Elasticsearch, leave it empty. fields = kwargs.pop('fields', []) # if not fields: # serializer_class = self.get_serializer_class() # fields = serializer_class.Meta.fields[:] if fields: queryset = queryset.query( MoreLikeThis( fields=fields, like={ '_id': "{}".format(id_), '_index': "{}".format(self.index), '_type': "{}".format(self.mapping) }, **kwargs ) ).sort('_score') else: queryset = queryset.query( MoreLikeThis( like={ '_id': "{}".format(id_), '_index': "{}".format(self.index), '_type': "{}".format(self.mapping) }, **kwargs ) ).sort('_score') # Standard list-view implementation page = self.paginate_queryset(queryset) if page is not None: serializer = self.get_serializer(page, many=True) return self.get_paginated_response( serializer = self.get_serializer(queryset, many=True) return Response(
[docs]class BaseDocumentViewSet(ReadOnlyModelViewSet): """Base document ViewSet.""" document_uid_field = 'id' document = None # Re-define pagination_class = PageNumberPagination # permission_classes = (AllowAny,) ignore = [] def __init__(self, *args, **kwargs): assert self.document is not None self.client = connections.get_connection( self.document._get_using() ) self.index = self.document._index._name self.mapping = = Search( using=self.client, index=self.index, ) super(BaseDocumentViewSet, self).__init__(*args, **kwargs)
[docs] def get_queryset(self): """Get queryset.""" queryset = # Model- and object-permissions of the Django REST framework ( # at the moment of writing they are ``DjangoModelPermissions``, # ``DjangoModelPermissionsOrAnonReadOnly`` and # ``DjangoObjectPermissions``) require ``model`` attribute to be # present in the queryset. Unfortunately we don't have that here. # The following approach seems to fix that (pretty well), since # model and object permissions would work out of the box (for the # correspondent Django model/object). Alternative ways to solve this # issue are: (a) set the ``_ignore_model_permissions`` to True on the # ``BaseDocumentViewSet`` or (b) provide alternative permission classes # that are almost identical to the above mentioned classes with # the only difference that they know how to extract the model from the # given queryset. If you think that chosen solution is incorrect, # please make an issue or submit a pull request explaining the # disadvantages (and ideally - propose a better solution). Couple of # pros for current solution: (1) works out of the box, (2) does not # require modifications of current permissions (which would mean we # would have to keep up with permission changes of the DRF). queryset.model = self.document.Django.model return queryset
[docs] def get_object(self): """Get object.""" queryset = self.get_queryset() lookup_url_kwarg = self.lookup_url_kwarg or self.lookup_field if lookup_url_kwarg not in self.kwargs: raise AttributeError( "Expected view %s to be called with a URL keyword argument " "named '%s'. Fix your URL conf, or set the `.lookup_field` " "attribute on the view correctly." % ( self.__class__.__name__, lookup_url_kwarg ) ) if lookup_url_kwarg == 'id': get_kwargs = {'id': self.kwargs[lookup_url_kwarg]} if self.ignore: get_kwargs.update({'ignore': self.ignore}) obj = self.document.get(**get_kwargs) # May raise a permission denied self.check_object_permissions(self.request, obj) if not obj and self.ignore: raise Http404("No result matches the given query.") return DictionaryProxy(obj.to_dict()) else: queryset = queryset.filter( 'term', **{self.document_uid_field: self.kwargs[lookup_url_kwarg]} ) hits = queryset.execute().hits.hits count = len(hits) if count == 1: obj = hits[0]['_source'] # May raise a permission denied self.check_object_permissions(self.request, obj) if ELASTICSEARCH_GTE_7_0: dictionary_proxy = DictionaryProxy(obj.to_dict()) else: dictionary_proxy = DictionaryProxy(obj) return dictionary_proxy elif count > 1: raise Http404( "Multiple results matches the given query. " "Expected a single result." ) raise Http404("No result matches the given query.")
[docs]class DocumentViewSet(BaseDocumentViewSet, SuggestMixin, FunctionalSuggestMixin): """DocumentViewSet with suggest and functional-suggest mix-ins."""