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from BridgeMentor.utils import refresh_author_db
from django.db import transaction
from django.core.cache import cache
from django.shortcuts import render, get_object_or_404
# Import Author model
from .models import Domain, Field, Subfield, Topic, AuthorTopic, Author,  Institution
from django.http import JsonResponse, HttpResponse
from django.db.models import Q
from django.core.management import call_command
from io import StringIO
from difflib import get_close_matches
import unicodedata


def unaccent(text):
    return ''.join(
        c for c in unicodedata.normalize('NFKD', text)
        if not unicodedata.combining(c)
    )


with transaction.atomic():
    author_data = cache.get('author_data')
    if not author_data:
        author_dict = {
            unaccent(author.name.lower()): author for author in Author.objects.all()}
        author_names = list(author_dict.keys())
        cache.set('author_data', {'dict': author_dict,
                                  'names': author_names}, timeout=None)
    else:
        author_dict, author_names = author_data['dict'], author_data['names']


def home_page(request):
    if request.user.is_authenticated:
        user_full_name = f"{request.user.first_name} {request.user.last_name}"
        search_ascii = unaccent(user_full_name.lower())
        best_match = get_close_matches(
            search_ascii, author_names, n=5, cutoff=0.8)
        print(f"Best match: {best_match}")
        matched_author = None
        if best_match:
            matched_author = max(
                (author_dict[name] for name in best_match), key=lambda a: a.cited_by_count)
        return render(request, 'home.html', {"user": request.user, "author": matched_author})
    else:
        return render(request, "must_login.html")


def refresh_author_db_view(request):
    # check if admin
    if not request.user.is_superuser:
        return JsonResponse({"error": "Permission denied"}, status=403)
    refresh_author_db(check_time=False)
    return HttpResponse("Database refreshed successfully. <a href='/'>Go Home</a>", status=200)


def collect_static_view(request):
    if not request.user.is_superuser:
        return JsonResponse({"error": "Permission denied"}, status=403)

    # Capture the output of the collectstatic command
    output = StringIO()
    call_command('collectstatic', interactive=False, stdout=output)
    output.seek(0)  # Reset the pointer to the beginning of the output
    return HttpResponse(output.read(), content_type='text/plain')


def search_hierarchy(request):
    q = request.GET.get("q", "").strip()
    if not q:
        return JsonResponse({"results": []})

    results = []

    results += [{"id": d.id, "text": d.name, "type": "Domain"}
                for d in Domain.objects.filter(name__icontains=q)]

    results += [{"id": f.id, "text": f"{f.domain.name} > {f.name}", "type": "Field"}
                for f in Field.objects.select_related("domain").filter(name__icontains=q)]

    results += [{"id": s.id, "text": f"{s.field.domain.name} > {s.field.name} > {s.name}", "type": "Subfield"}
                for s in Subfield.objects.select_related("field__domain").filter(name__icontains=q)]

    results += [{"id": t.id, "text": f"{t.subfield.field.domain.name} > {t.subfield.field.name} > {t.subfield.name} > {t.name}", "type": "Topic"}
                for t in Topic.objects.select_related("subfield__field__domain").filter(name__icontains=q)]

    return JsonResponse({"results": sorted(results, key=lambda x: x["text"].lower())[:10]})


def search_author(request):
    q = request.GET.get("q", "").strip()
    if not q:
        return JsonResponse({"results": []})

    q_unaccented = unaccent(q.lower())

    close_matches = get_close_matches(
        q_unaccented, author_names, n=10, cutoff=0.5)

    results = []
    for name_key in close_matches:
        author = author_dict[name_key]
        last_affiliation = author.latest_affiliation()
        affiliation = last_affiliation.institution.name if last_affiliation else "No affiliation"
        results.append(
            {"id": author.id, "text": f"{author.name} ({affiliation})"})
    return JsonResponse({"results": results})

# Domain views


def domain_list(request):
    domains = Domain.objects.all()
    return render(request, "domain/list.html", {"items": domains})


def domain_detail(request, pk):
    domain = get_object_or_404(Domain, pk=pk)
    # Get all fields under this domain
    fields = Field.objects.filter(domain=domain)
    return render(request, "domain/detail.html", {"item": domain, "fields": fields})

# Field views


def field_list(request):
    fields = Field.objects.select_related("domain").all()
    return render(request, "field/list.html", {"items": fields})


def field_detail(request, pk):
    field = get_object_or_404(Field.objects.select_related("domain"), pk=pk)
    # Get all subfields under this field
    subfields = Subfield.objects.filter(field=field)
    return render(request, "field/detail.html", {"item": field, "subfields": subfields})

# Subfield views


def subfield_list(request):
    subfields = Subfield.objects.select_related("field__domain").all()
    return render(request, "subfield/list.html", {"items": subfields})


def subfield_detail(request, pk):
    subfield = get_object_or_404(
        Subfield.objects.select_related("field__domain"), pk=pk)
    # Get all topics under this subfield
    topics = Topic.objects.filter(subfield=subfield)
    return render(request, "subfield/detail.html", {"item": subfield, "topics": topics})

# Topic views


def topic_list(request):
    topics = Topic.objects.select_related("subfield__field__domain").all()
    return render(request, "topic/list.html", {"items": topics})


def topic_detail(request, pk):
    topic = get_object_or_404(Topic, id=pk)
    authors = AuthorTopic.objects.filter(topic=topic).select_related(
        'author').prefetch_related('author__yearly_stats')
    return render(request, 'topic/detail.html', {'item': topic, 'authors': authors})

# Author views


def author_detail(request, pk):
    author = get_object_or_404(Author, pk=pk)
    topics = AuthorTopic.objects.filter(author=author).select_related('topic')
    affiliations = Institution.objects.filter(
        affiliation__author=author).distinct()
    return render(request, 'author/detail.html', {'item': author,
                                                  'affiliations': affiliations,
                                                  'topics': topics})