def cekserver():
conn = create_connection()
cursor = conn.cursor()
content = request.get_json()
text = content['text']
user_id = '99'
name_user = '******'
time = dt.datetime.now()
result_message = {}
if dt.datetime.now() < dt.datetime.now().replace(
hour=12, minute=0,
second=0) and dt.datetime.now() > dt.datetime.now().replace(
hour=0, minute=0, second=0):
salam = "Selamat Pagi "
elif dt.datetime.now() > dt.datetime.now().replace(
hour=12, minute=0,
second=0) and dt.datetime.now() < dt.datetime.now().replace(
hour=18, minute=0, second=0):
salam = "Selamat Siang "
elif dt.datetime.now() > dt.datetime.now().replace(
hour=18, minute=0, second=0):
salam = "Selamat Malam "
else:
salam = "Assalamualaikum "
decision = decide_process(text)
print("DEBUG> pilihan = ", decision)
if decision == "informasi":
disease_id = 0
sinonim, penyakit, messages_info = get_info(text)
if len(penyakit) == 0 and len(sinonim) <= 2:
# gabung_sinonim = ' '.join(sinonim)
messages = check_greeting(sinonim)
save_history(user_id, name_user, text, messages, "", disease_id,
time, conn)
else:
messages = salam + name_user
for msg in messages_info:
messages = messages + "\n\n" + msg[0][0]
save_history(user_id, name_user, text, messages, "", disease_id,
time, conn)
result_message['message'] = messages
return jsonify(result_message)
else:
messages = message_bot(user_id, name_user, salam, text, time, conn)
result_message['message'] = messages
return jsonify(result_message)
delete_menukonsultasi(user_id, conn)
conn = create_connection()
stopwords = get_stopword('file/konjungsi.csv')
contents = tokenizing(text)
filters = filtering(contents, stopwords)
stems = stemming(filters)
# negation = remove_negation(stems)
sinonim = get_sinonim(stems)
print(sinonim)
kondisi_gejala = inputs_check(conn, sinonim)
gejala_db = []
cursor = conn.cursor()
# jika gejala kosong maka tampilkan pesan
if kondisi_gejala == "kosong":
disease = check_greeting(sinonim)
print(disease)
elif kondisi_gejala == "kurang":
input_db = save_input(user_id, name_user, sinonim, conn)
cursor.execute("SELECT COUNT (*) FROM gejala_input WHERE user_id = '" +
user_id + "'")
count_input = cursor.fetchall()
if count_input[0][0] <= 3:
print("Gejala yang anda masukkan kurang, silahkan tambahkan lagi")
else:
cursor.execute(
"SELECT nama_gejala FROM gejala_input WHERE user_id = '" +
user_id + "'")
gejala_db = cursor.fetchall()
def handle_text_message(event):
text = event.message.text
profile = line_bot_api.get_profile(event.source.user_id)
if text == 'profile':
if isinstance(event.source, SourceUser):
# profile = line_bot_api.get_profile(event.source.user_id)
line_bot_api.reply_message(event.reply_token, [
TextSendMessage(text='Display name: ' + profile.display_name),
TextSendMessage(text='Status message: ' +
profile.status_message)
])
else:
line_bot_api.reply_message(
event.reply_token,
TextSendMessage(
text="Bot can't use profile API without user ID"))
elif text == 'bye':
if isinstance(event.source, SourceGroup):
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text='Leaving group'))
line_bot_api.leave_group(event.source.group_id)
elif isinstance(event.source, SourceRoom):
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text='Leaving group'))
line_bot_api.leave_room(event.source.room_id)
else:
line_bot_api.reply_message(
event.reply_token,
TextSendMessage(text="Bot can't leave from 1:1 chat"))
elif text == 'confirm':
confirm_template = ConfirmTemplate(text='Do it?',
actions=[
MessageAction(label='Yes',
text='Yes!'),
MessageAction(label='No',
text='No!'),
])
template_message = TemplateSendMessage(alt_text='Confirm alt text',
template=confirm_template)
line_bot_api.reply_message(event.reply_token, template_message)
elif text == 'buttons':
buttons_template = ButtonsTemplate(
title='My buttons sample',
text='Hello, my buttons',
actions=[
URIAction(label='Go to line.me', uri='https://line.me'),
PostbackAction(label='ping', data='ping'),
PostbackAction(label='ping with text',
data='ping',
text='ping'),
MessageAction(label='Translate Rice', text='米')
])
template_message = TemplateSendMessage(alt_text='Buttons alt text',
template=buttons_template)
line_bot_api.reply_message(event.reply_token, template_message)
elif text == 'carousel':
carousel_template = CarouselTemplate(columns=[
CarouselColumn(text='hoge1',
title='fuga1',
actions=[
URIAction(label='Go to line.me',
uri='https://line.me'),
PostbackAction(label='ping', data='ping')
]),
CarouselColumn(text='hoge2',
title='fuga2',
actions=[
PostbackAction(label='ping with text',
data='ping',
text='ping'),
MessageAction(label='Translate Rice', text='米')
]),
])
template_message = TemplateSendMessage(alt_text='Carousel alt text',
template=carousel_template)
line_bot_api.reply_message(event.reply_token, template_message)
elif text == 'image_carousel':
image_carousel_template = ImageCarouselTemplate(columns=[
ImageCarouselColumn(
text='hoge1',
image_url='https://via.placeholder.com/1024x1024',
action=DatetimePickerAction(label='datetime',
data='datetime_postback',
mode='datetime')),
ImageCarouselColumn(
text='hoge1',
image_url='https://via.placeholder.com/1024x1024',
action=DatetimePickerAction(
label='date', data='date_postback', mode='date'))
])
template_message = TemplateSendMessage(
alt_text='ImageCarousel alt text',
template=image_carousel_template)
line_bot_api.reply_message(event.reply_token, template_message)
elif text == 'imagemap':
pass
elif text == 'image':
bubble = BubbleContainer(
direction='ltr',
hero=ImageComponent(
url='http://gosehat.heroku.com/static/image/logo_new.png',
size='full',
aspect_ratio='20:13',
aspect_mode='cover',
# action=URIAction(uri='http://example.com', label='label')
),
body=BoxComponent(
layout='vertical',
contents=[
# title
TextComponent(text='Tentang Aplikasi',
weight='bold',
size='xl'),
# review
# BoxComponent(
# layout='baseline',
# margin='md',
# contents=[
# IconComponent(size='sm', url='https://example.com/gold_star.png'),
# IconComponent(size='sm', url='https://example.com/grey_star.png'),
# IconComponent(size='sm', url='https://example.com/gold_star.png'),
# IconComponent(size='sm', url='https://example.com/gold_star.png'),
# IconComponent(size='sm', url='https://example.com/grey_star.png'),
# TextComponent(text='4.0', size='sm', color='#999999', margin='md',
# flex=0)
# ]
# ),
# info
BoxComponent(
layout='vertical',
margin='lg',
spacing='sm',
contents=
'GoSehat merupakan aplikasi konsultasi kesehatan yang dibangun oleh :'
'1. Arvianti Yulia Maulfa, 2. Entin Martiana Kusumaningtyas, 3. Fadilah Fahrul Hardiansyah '
''
# BoxComponent(
# layout='baseline',
# spacing='sm',
# contents=[
# TextComponent(
# text='GoSehat merupakan aplikasi konsultasi kesehatan yang dibangun oleh :'
# '1. Arvianti Yulia Maulfa, 2. Entin Martiana Kusumaningtyas, 3. Fadilah Fahrul Hardiansyah '
# '',
# color='#aaaaaa',
# size='sm',
# # flex=1
# ),
# # TextComponent(
# # text='Shinjuku, Tokyo',
# # wrap=True,
# # color='#666666',
# # size='sm',
# # flex=5
# # )
# ],
# ),
# BoxComponent(
# layout='baseline',
# spacing='sm',
# contents=[
# TextComponent(
# text='Time',
# color='#aaaaaa',
# size='sm',
# flex=1
# ),
# TextComponent(
# text="10:00 - 23:00",
# wrap=True,
# color='#666666',
# size='sm',
# flex=5,
# ),
# ],
# ),
# ],
)
],
),
# footer=BoxComponent(
# layout='vertical',
# spacing='sm',
# contents=[
# # callAction, separator, websiteAction
# SpacerComponent(size='sm'),
# # callAction
# ButtonComponent(
# style='link',
# height='sm',
# action=URIAction(label='CALL', uri='tel:000000'),
# ),
# # separator
# SeparatorComponent(),
# # websiteAction
# ButtonComponent(
# style='link',
# height='sm',
# action=URIAction(label='WEBSITE', uri="https://example.com")
# )
# ]
# ),
)
message = FlexSendMessage(alt_text="hello", contents=bubble)
line_bot_api.reply_message(event.reply_token, message)
elif text.lower() == 'tentang aplikasi':
url = request.url_root + '/static/image/tentang.png'
app.logger.info("url=" + url)
text = 'GoSehat merupakan aplikasi konsultasi kesehatan yang dibangun oleh:\n1. Arvianti Yulia Maulfa \n2. Entin ' \
'Martiana Kusumaningtyas \n3. Fadilah Fahrul Hardiansyah\n'
line_bot_api.reply_message(event.reply_token, [
ImageSendMessage(url, url),
TextSendMessage(text=text),
])
elif text.lower() == 'informasi aplikasi':
text = 'GoSehat adalah chatbot (aplikasi pintar) yang dapat digunakan untuk ' \
'konsultasi kesehatan secara gratis! Anda dapat bertanya seputar kesehatan seperti pengobatan,' \
'pencegahan, atau penyebab suatu penyakit. \n\nCukup kirim pesan apa yang ingin Anda tanyakan atau ' \
'memilih menu yang tersedia ya.\ncontoh: "Saya sering mengalami pusing, mual, batuk. Saya ' \
'sakit apa ?" atau menanyakan informasi seperti "Haloo, untuk obat maag apa ya?" \n\nTahapan pemakaian ' \
'aplikasi GoSehat :\n1. Ketikkan pesan seperti pada contoh diatas atau pilih menu \n2. Anda bisa ' \
'mengetikkan gejala untuk mendeteksi penyakit pada tubuh Anda\n3. Anda bisa mengetikkan nama penyakit ' \
'untuk mengetahui jenis penyakit\n4. Tunggu hingga aplikasi memberikan Anda jawaban\n\nTetap jaga ' \
'kesehatan ya!'
line_bot_api.reply_message(
event.reply_token,
TextSendMessage(text=text),
)
elif text == 'quick_reply':
line_bot_api.reply_message(
event.reply_token,
TextSendMessage(
text='Quick reply',
quick_reply=QuickReply(items=[
QuickReplyButton(
action=PostbackAction(label="label1", data="data1")),
QuickReplyButton(
action=MessageAction(label="label2", text="text2")),
QuickReplyButton(action=DatetimePickerAction(
label="label3", data="data3", mode="date")),
QuickReplyButton(action=CameraAction(label="label4")),
QuickReplyButton(action=CameraRollAction(label="label5")),
QuickReplyButton(action=LocationAction(label="label6")),
])))
else:
conn = create_connection()
cursor = conn.cursor()
# set user_id dan profile (untuk nama)
user_id = event.source.user_id
name_user = line_bot_api.get_profile(event.source.user_id).display_name
time = dt.datetime.now()
if dt.datetime.now() < dt.datetime.now().replace(
hour=12, minute=0,
second=0) and dt.datetime.now() > dt.datetime.now().replace(
hour=0, minute=0, second=0):
salam = "Selamat Pagi "
elif dt.datetime.now() > dt.datetime.now().replace(
hour=12, minute=0,
second=0) and dt.datetime.now() < dt.datetime.now().replace(
hour=18, minute=0, second=0):
salam = "Selamat Siang "
elif dt.datetime.now() > dt.datetime.now().replace(
hour=18, minute=0, second=0):
salam = "Selamat Malam "
else:
salam = "Assalamualaikum "
# MENU
if text == '\informasi':
messages = "Masukkan informasi yang ingin dicari.\nContoh : 'Apa penyakit maag ?'"
save_menuinformasi(user_id, name_user, text, conn)
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
elif text == '\konsultasi':
save_menukonsultasi(user_id, name_user, text, conn)
messages = "Masukkan keluhan Anda.\nContoh : 'Saya merasa demam, mual pusing muntih. Saya sakit apa ?'"
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
else:
cursor.execute("SELECT status FROM menu WHERE id_user = '******'")
count_menu = cursor.fetchall()
# print("DEBUG> count menu = ", count_menu)
if len(count_menu) != 0:
if count_menu[0][0] == '\informasi':
disease_id = 0
sinonim, penyakit, messages_info = get_info(text)
if len(penyakit) == 0:
messages = check_greeting(sinonim)
save_history(user_id, name_user, text, messages, "",
disease_id, time, conn)
else:
messages = salam + name_user + "\n" + messages_info[0][0]
save_history(user_id, name_user, text, messages_info[0][0],
"", disease_id, time, conn)
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
delete_menukonsultasi(user_id, conn)
elif count_menu[0][0] == '\konsultasi':
messages = message_bot(user_id, name_user, salam, text, time,
conn)
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
delete_menukonsultasi(user_id, conn)
else:
decision = decide_process(text)
print("DEBUG> pilihan = ", decision)
if decision == "informasi":
disease_id = 0
sinonim, penyakit, messages_info = get_info(text)
if len(penyakit) == 0 and len(sinonim) <= 2:
# gabung_sinonim = ' '.join(sinonim)
messages = check_greeting(sinonim)
save_history(user_id, name_user, text, messages, "",
disease_id, time, conn)
else:
messages = salam + name_user
for msg in messages_info:
messages = messages + "\n\n" + msg[0][0]
save_history(user_id, name_user, text, messages, "",
disease_id, time, conn)
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
else:
messages = message_bot(user_id, name_user, salam, text, time,
conn)
line_bot_api.reply_message(event.reply_token,
TextSendMessage(text=(messages)))
delete_menukonsultasi(user_id, conn)
def message_bot(user_id, name_user, salam, text, time, conn):
msg_penyakit = "Kemungkinan Anda terkena penyakit "
msg_pengobatan = "\n\n#Pengobatan \nPertolongan pertama yang bisa dilakukan adalah "
msg_pencegahan = "\n#Pencegahan \nPencegahan yang bisa dilakukan adalah "
msg_peringatan = "Silahkan menghubungi dokter untuk mendapatkan informasi dan penanganan yang lebih baik"
message = ""
timestamp = tm.time()
penyakit_result = ""
definisi_result = ""
disease = ""
cursor = conn.cursor()
if text.lower() == 'tidak':
kondisi_gejala = 'ada'
sinonim = []
else:
stopwords = get_stopword('file/konjungsi.csv')
contents = tokenizing(text)
filters = filtering(contents, stopwords)
stems = stemming(filters)
sinonim = get_sinonim(stems)
hapus_kata_sakit(sinonim)
if len(sinonim) <= 2:
gabung_sinonim = ' '.join(sinonim)
if gabung_sinonim == 'selamat pagi' or gabung_sinonim == 'selamat malam' or gabung_sinonim == 'pagi' or gabung_sinonim == 'malam':
greeting = check_greeting(sinonim)
disease_id = 0
save_history(user_id, name_user, text, greeting, "",
disease_id, time, conn)
return greeting
symp_db, symptoms, input = get_symptoms(conn, sinonim)
kondisi_gejala = cek_total_gejala(symp_db)
jml_penyakit, penyakit = cek_total_penyakit(conn, sinonim)
cursor.execute(
"SELECT DISTINCT input_user, time FROM gejala_input WHERE user_id = '"
+ user_id + "'")
get_time = cursor.fetchall()
if get_time:
timestamp_now = tm.time() - float(get_time[0][1])
if timestamp_now >= 3600:
cursor.execute("DELETE FROM gejala_input WHERE user_id = '" +
user_id + "'")
conn.commit()
print("hapus gejala expired")
# jika gejala kosong maka tampilkan pesan
if kondisi_gejala == "kosong":
# print("INFO> gejala kosong")
disease_id = 0
# print("DEBUG> jumlah penyakit = ", jml_penyakit)
if jml_penyakit == 0:
disease = check_greeting(sinonim)
elif jml_penyakit > 0:
for pnykt in penyakit:
disease = disease + pnykt[0][2] + "\n\n"
message = message + str(disease)
save_history(user_id, name_user, text, message, "", disease_id, time,
conn)
# jika gejalanya kurang
elif kondisi_gejala == "kurang":
# print("INFO> gejala kurang")
input_to_sinonim = ",".join(input)
# print("DEBUG> Sinonim disimpan ke tabel (gejala input) = ", input_to_sinonim)
save_input(user_id, name_user, symp_db, input_to_sinonim, timestamp,
conn)
cursor.execute("SELECT COUNT (*) FROM gejala_input WHERE user_id = '" +
user_id + "'")
count_input = cursor.fetchall()
if count_input[0][0] <= 3:
message = message + "Apakah ada gejala lain ?\n\nGejala yang anda masukkan kurang. Masukkan minimal 4 gejala agar mendapatkan hasil yang akurat. \n\n Atau jawab TIDAK jika tidak ada gejala yang ingin ditambahkan."
disease_id = 0
save_history(user_id, name_user, input_to_sinonim, message, "",
disease_id, time, conn)
else:
cursor.execute(
"SELECT nama_gejala FROM gejala_input WHERE user_id = '" +
user_id + "'")
gejala_db = cursor.fetchall()
# print("DEBUG> Kurang | Gejala di DB = ", gejala_db)
gejala = [i[0].split(',') for i in gejala_db]
gejala_flat = flat(gejala)
# print("DEBUG> Kurang | Gejala yang digabung = ", gejala_flat)
result, cf = get_cf(conn, gejala_flat)
# jika yang terdeteksi hanya 1 penyakit
if len(result) == 1:
for output in result:
message = message + salam + name_user + "\n" \
+ msg_penyakit + output[0][1] + "\n" + output[0][2] \
+ msg_pengobatan + output[0][4] + "\n" \
+ msg_pencegahan + output[0][5] + "\n\n" \
+ (str(output[0][6]) + "\n\n" if output[0][6] is not None else '') \
+ msg_peringatan
output_sistem = msg_penyakit + result[0][0][1]
disease_id = result[0][0][0]
save_history(user_id, name_user, text, output_sistem, "",
disease_id, time, conn)
# jika yang terdeteksi lebih dari 1 penyakit
else:
for idx in result:
penyakit_result = penyakit_result + " , " + idx[0][1]
definisi_result = definisi_result + "\n\n" + idx[0][2]
message = message + salam + name_user + "\n" + msg_penyakit + penyakit_result + "\n" + definisi_result + "\n\n" + msg_peringatan
output_sistem = msg_penyakit + penyakit_result
for dis in result:
disease_id = dis[0][0]
save_history(user_id, name_user, text, output_sistem, "",
disease_id, time, conn)
cursor.execute("DELETE FROM gejala_input WHERE user_id = '" +
user_id + "'")
conn.commit()
# setelah sukses hapus yang ada di db
elif kondisi_gejala == "ada":
# print("INFO> gejala cukup")
cursor.execute(
"SELECT DISTINCT input_user, time FROM gejala_input WHERE user_id = '"
+ user_id + "'")
gejala_db = cursor.fetchall()
# print("DEBUG> Cukup | Gejala di DB = ", gejala_db)
if not gejala_db:
if len(sinonim) == 0:
disease = check_greeting(sinonim)
message = message + str(disease)
return message
else:
result, cf = get_cf(conn, sinonim)
# untuk mendapatkan daftar string gejala
print(
"\n----------proses dibawah ini untuk daftar gejala yang disimpan ke histroy------------"
)
symp_db, symptoms, input = get_symptoms(conn, sinonim)
string_gejala = ', '.join([symp[0][1] for symp in symp_db])
print(
"-------------------------selesai-------------------------\n"
)
else:
gejala = [i[0].split(',') for i in gejala_db]
gejala_flat = flat(gejala)
# print("DEBUG> Cukup | Gejala yang digabung = ", gejala_flat)
gejala_new2 = sinonim + gejala_flat
# print("DEBUG> Cukup | Gejala yang digabung + kalimat sebelum = ", gejala_new2)
# untuk mendapatkan daftar string gejala
# print("\n----------proses dibawah ini untuk daftar gejala yang disimpan ke histroy------------")
symp_db, symptoms, input = get_symptoms(conn, gejala_new2)
string_gejala = ', '.join([symp[0][1] for symp in symp_db])
# print("-------------------------selesai-------------------------\n")
if len(symp_db) <= 1:
disease_id = 0
output_sistem = "Maaf data kurang akurat. Sistem tidak bisa memberikan diagnosa.\nSilahkan masukkan keluhan Anda kembali."
save_history(user_id, name_user, text, output_sistem,
string_gejala, disease_id, time, conn)
cursor.execute("DELETE FROM gejala_input WHERE user_id = '" +
user_id + "'")
conn.commit()
return salam + name_user + "\n" + output_sistem
else:
result, cf = get_cf(conn, gejala_new2)
cursor.execute("DELETE FROM gejala_input WHERE user_id = '" +
user_id + "'")
conn.commit()
# jika yang terdeteksi hanya 1 penyakit
if len(result) == 1:
for output in result:
message = message + salam + name_user + "\n" \
+ msg_penyakit + output[0][1] + "\n" + output[0][2] \
+ msg_pengobatan + output[0][4] + "\n" \
+ msg_pencegahan + output[0][5] + "\n\n" \
+ (str(output[0][6]) + "\n\n" if output[0][6] is not None else '') \
+ msg_peringatan
output_sistem = msg_penyakit + result[0][0][1]
disease_id = result[0][0][0]
save_history(user_id, name_user, text, output_sistem,
string_gejala, disease_id, time, conn)
# jika yang terdeteksi lebih dari 1 penyakit
else:
for idx in result:
# print("DEBUG> Penyakit lebih > 1 | Penyakit = ", idx)
penyakit_result = penyakit_result + " , " + idx[0][1]
definisi_result = definisi_result + "\n\n" + idx[0][2]
message = message + salam + name_user + "\n" + msg_penyakit + penyakit_result + "\n" + definisi_result + "\n\n" + msg_peringatan
output_sistem = msg_penyakit + penyakit_result
for dis in result:
disease_id = dis[0][0]
save_history(user_id, name_user, text, output_sistem,
string_gejala, disease_id, time, conn)
return message
delete_menukonsultasi(user_id, conn)
exit(0)
elif count_menu[0][0] == '\konsultasi':
messages = message_bot(user_id, name_user, salam, text, time, conn)
print(messages)
delete_menukonsultasi(user_id, conn)
exit(0)
else:
decision = decide_process(text)
print("DEBUG> pilihan = ", decision)
if decision == "informasi":
print("INFO> masuk informasi")
disease_id = 0
sinonim, penyakit, messages_info = get_info(text)
if len(penyakit) == 0 and len(sinonim) <= 2:
messages = check_greeting(sinonim)
save_history(user_id, name_user, text, messages, "", disease_id, time, conn)
else:
messages = salam + name_user
for msg in messages_info:
messages = messages + "\n" + msg[0][0]
save_history(user_id, name_user, text, messages, "", disease_id, time, conn)
print(messages)
exit(0)
else:
print("INFO> masuk konsultasi")
messages = message_bot(user_id, name_user, salam, text, time, conn)
print(messages)
exit(0)
delete_menukonsultasi(user_id, conn)