def result1(request):
df = d_frame
if 'book1_type' in request.POST:
bt = request.POST['book1_type'].upper()
else:
bt = ""
if 'book1_type' in request.POST:
bt2 = request.POST['book2_type'].upper()
else:
bt2 = ""
if 'book3_type' in request.POST:
bt3 = request.POST['book3_type'].upper()
else:
bt3 = ""
if 'book4_type' in request.POST:
bt4 = request.POST['book4_type'].upper()
else:
bt4 = ""
if 'book5_type' in request.POST:
bt5 = request.POST['book5_type'].upper()
else:
bt5 = ""
if bt == "NONE" and bt2 == "NONE" and bt3 == "NONE" and bt4 == "NONE" and bt5 == "NONE":
return render(request, 'pages/NameError.html')
# *********************************************************
# books = df
# books = books.loc[:, ["title", "writer", "genres", "page_num", "pub_year", "rating", "isbn", "image_url"]]
# books = books.applymap(lambda s: s.upper() if type(s) == str else s)
# book_types = [bt, bt2, bt3, bt4, bt5]
# book = group(books, book_types)
# *********************************************************
book_types_list = [bt, bt2, bt3, bt4, bt5]
temp_book_types_list = []
for i in range(len(book_types_list)):
if book_types_list[i] != "NONE":
temp_book_types_list.append(book_types_list[i])
type_int_list = convert_gen.convert_genres(temp_book_types_list)
book = []
b_list = []
i = 0
while i in range(len(type_int_list)):
one_book = knn_logic.ml_logic(df, type_int_list[i])
if one_book.isbn not in b_list:
book.append(one_book)
b_list.append(one_book.isbn)
else:
if i != 0:
i -= 1
i += 1
return render(request, 'pages/result.html', {'books': book})
def result2(request):
df = d_frame
# books = df
# books = books.loc[:, ["title", "writer", "isbn", "page_num", "pub_year", "rating", "image_url", "genres"]]
# books = books.applymap(lambda s: s.upper() if type(s) == str else s)
if request.method == 'POST':
selected_types = request.POST.getlist('ckb')
if len(selected_types) < 3:
return render(request, 'pages/selected_book_error.html')
else:
bt = selected_types[0].upper()
bt2 = selected_types[1].upper()
bt3 = selected_types[2].upper()
# book_list = []
# temp = group2(books, bt)
# for i in range(len(temp)):
# book_list.append(temp[i])
#
# temp = group2(books, bt2)
# for i in range(len(temp)):
# book_list.append(temp[i])
#
# temp = group2(books, bt3)
# for i in range(len(temp)):
# book_list.append(temp[i])
temp_book_types_list = [bt, bt2, bt3]
type_int_list = convert_gen.convert_genres(temp_book_types_list)
b_list = []
book_list = []
for ind in range(3):
i = 0
while i in range(4):
one_book = knn_logic.ml_logic(df, type_int_list[ind])
if one_book.isbn not in b_list:
book_list.append(one_book)
b_list.append(one_book.isbn)
else:
if i != 0:
i -= 1
i += 1
return render(request, 'pages/result.html', {'books': book_list})
def test_a9(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 9).genres, "HISTORY")
def test_a10(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 10).genres, "ADVENTURE")
def test_a7(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 7).genres, "SCIENCE")
def test_a8(self):
self.assertAlmostEqual(knn_logic.ml_logic(d_frame, 8).genres, "HORROR")
def test_a5(self):
self.assertAlmostEqual(knn_logic.ml_logic(d_frame, 5).genres, "TRAVEL")
def test_a6(self):
self.assertAlmostEqual(knn_logic.ml_logic(d_frame, 6).genres, "CRIME")
def test_a4(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 4).genres, "YOUNG ADULT")
def test_a3(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 3).genres, "BIOGRAPHY")
def test_a2(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 2).genres, "PHILOSOPHY")
def test_a1(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 1).genres, "CLASSIC")
def test_a(self):
self.assertAlmostEqual(
knn_logic.ml_logic(d_frame, 0).genres, "SCIENCE FICTION")
