import csv from io import TextIOWrapper from django.urls import reverse from django.http import HttpResponse, HttpResponseRedirect from django.shortcuts import get_object_or_404 from django.views import View from django.views.generic import TemplateView, CreateView from django.views.generic.list import ListView from django.contrib.auth.mixins import LoginRequiredMixin from .permissions import SuperUserMixin from .forms import ProjectForm from .models import Document, Project class IndexView(TemplateView): template_name = 'index.html' class ProjectView(LoginRequiredMixin, TemplateView): def get_template_names(self): project = get_object_or_404(Project, pk=self.kwargs['project_id']) return [project.get_template_name()] class ProjectsView(LoginRequiredMixin, CreateView): form_class = ProjectForm template_name = 'projects.html' class DatasetView(SuperUserMixin, LoginRequiredMixin, ListView): template_name = 'admin/dataset.html' paginate_by = 5 def get_queryset(self): project = get_object_or_404(Project, pk=self.kwargs['project_id']) return project.documents.all() class LabelView(SuperUserMixin, LoginRequiredMixin, TemplateView): template_name = 'admin/label.html' class StatsView(SuperUserMixin, LoginRequiredMixin, TemplateView): template_name = 'admin/stats.html' class DataUpload(SuperUserMixin, LoginRequiredMixin, TemplateView): template_name = 'admin/dataset_upload.html' def post(self, request, *args, **kwargs): project = get_object_or_404(Project, pk=kwargs.get('project_id')) try: form_data = TextIOWrapper(request.FILES['csv_file'].file, encoding='utf-8') Document.objects.bulk_create([Document( text=line.strip(), project=project) for line in form_data]) return HttpResponseRedirect(reverse('dataset', args=[project.id])) except: return HttpResponseRedirect(reverse('dataset-upload', args=[project.id])) class DataDownload(SuperUserMixin, LoginRequiredMixin, View): def get(self, request, *args, **kwargs): project_id = self.kwargs['project_id'] project = get_object_or_404(Project, pk=project_id) docs = project.get_documents(is_null=False).distinct() filename = '_'.join(project.name.lower().split()) response = HttpResponse(content_type='text/csv') response['Content-Disposition'] = 'attachment; filename="{}.csv"'.format(filename) writer = csv.writer(response) for d in docs: writer.writerows(d.make_dataset()) return response class DemoTextClassification(TemplateView): template_name = 'demo/demo_text_classification.html' class DemoNamedEntityRecognition(TemplateView): template_name = 'demo/demo_named_entity.html' class DemoTranslation(TemplateView): template_name = 'demo/demo_translation.html'