def index(request):
textform = TextForm()
if request.method == 'POST':
text = request.POST.get("text")
text_object = Text.objects.create(text=text)
r = Rake()
r.extract_keywords_from_text(text)
list_phrases = r.get_ranked_phrases()
for phrase in list_phrases:
params = {
'action': 'wbsearchentities',
'format': 'json',
'language': 'en',
'search': phrase
}
r = requests.get(API_ENDPOINT, params=params)
result = r.json()['search']
if result == []:
exist = False
disambiguation = False
else:
exist = True
if len(result) > 1:
disambiguation = True
else:
disambiguation = False
text_object.keyphrase_set.create(phrase=phrase,
exist=exist,
disambiguation=disambiguation)
return render(request, "index.html", {"form": textform})
return render(request, "index.html", {
"form": textform,
"top_keyphrase": df['phrase'].to_list()[::-1][:10]
})
