def detect_json_array_to_new_message_array(fn):
with open(fn, encoding='utf8') as f:
jsonArray = json.load(f)
returnArray = []
for jsonObject in jsonArray:
message_type = jsonObject.get('type')
if message_type == 'text':
returnArray.append(TextSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'imagemap':
returnArray.append(ImagemapSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'template':
returnArray.append(TemplateSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'image':
returnArray.append(ImageSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'sticker':
returnArray.append(StickerSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'audio':
returnArray.append(AudioSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'location':
returnArray.append(LocationSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'flex':
returnArray.append(FlexSendMessage.new_from_json_dict(jsonObject))
return returnArray
def text_carousel_reply(event, text_message, item_list):
if len(item_list) != 0:
response = [{
"type": "text",
"text": text_message
}, {
"type": "template",
"altText": "this is a carousel template",
"template": {
"type": "carousel",
"actions": [],
"columns": item_list
}
}]
else:
response = [{"type": "text", "text": text_message}]
result_message_array = []
for res in response:
message_type = res.get('type')
if message_type == 'text':
result_message_array.append(
TextSendMessage.new_from_json_dict(res))
elif message_type == 'template':
result_message_array.append(
TemplateSendMessage.new_from_json_dict(res))
line_bot_api.reply_message(event.reply_token, result_message_array)
def detect_json_array_to_new_message_array(fileName):
''' message_type 判斷器
讀取指定的 json檔，解析成不同格式的 SendMessage
'''
with open(fileName, 'r', encoding='utf8') as f:
jsonArray = json.load(f)
newmessage_Array = []
for jsonObject in jsonArray:
message_type = jsonObject.get('type')
if message_type == 'text':
newmessage_Array.append(TextSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'sticker':
newmessage_Array.append(StickerSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'image':
newmessage_Array.append(ImageSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'video':
newmessage_Array.append(VideoSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'audio':
newmessage_Array.append(AudioSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'location':
newmessage_Array.append(LocationSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'imagemap':
newmessage_Array.append(ImagemapSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'template':
newmessage_Array.append(TemplateSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'flex':
newmessage_Array.append(FlexSendMessage.new_from_json_dict(jsonObject))
return newmessage_Array
def detect_json_array_to_new_message_array(fileName):
# 開啟檔案，轉成json
with open(fileName, 'r', encoding="utf-8") as f:
jsonArray = json.load(f)
# 解析json
returnArray = []
for jsonObject in jsonArray:
# 讀取其用來判斷的元件
message_type = jsonObject.get('type')
# 轉換
if message_type == 'text':
returnArray.append(TextSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'imagemap':
returnArray.append(ImagemapSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'template':
returnArray.append(TemplateSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'image':
returnArray.append(ImageSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'sticker':
returnArray.append(StickerSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'audio':
returnArray.append(AudioSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'location':
returnArray.append(LocationSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'flex':
returnArray.append(FlexSendMessage.new_from_json_dict(jsonObject))
elif message_type == 'video':
returnArray.append(FlexSendMessage.new_from_json_dict(jsonObject))
# 回傳
return returnArray
def process_follow_event(event):
# 綁定(圖文選單)
linkRichMenuId = open(rich_menu_id_title, 'r').read()
line_bot_api.link_rich_menu_to_user(event.source.user_id, linkRichMenuId)
# 讀取並轉換
jsonArray = json.load(open("data/message/001/reply.json",
encoding="utf-8"))
text_message = TextSendMessage.new_from_json_dict(jsonArray)
# 消息發送
line_bot_api.reply_message(event.reply_token, [text_message])
def getQuestionnaireReply(reToken, fileName):
# 開啟檔案，轉成json
with open(fileName, "r", encoding="utf-8") as fi:
#print(fi.read())
#print(type(fi.read()))
jsonStr = fi.read()
jsonStr = jsonStr.replace("{url}", "{0}?linebottoken={1}".format(ques_url, reToken))
##jsonStr = fi.read().replace("{url}", "{0}?linebottoken={1}".format(ques_url, reToken))
print("jsonStr:", jsonStr)
jsonArray = json.loads(jsonStr)
# 解析json
returnArray = []
for jsonObject in jsonArray:
returnArray.append(TextSendMessage.new_from_json_dict(jsonObject))
return returnArray
def process_follow_event(event):
# 將菜單綁定在用戶身上
linkRichMenuId = secretFileContentJson.get("rich_menu_id")
line_bot_api.link_rich_menu_to_user(event.source.user_id, linkRichMenuId)
# 轉換回覆消息
response = [{
"type":
"text",
"text":
"Welcome to The Diamond Store! Please select your preferred service from the menu below."
}]
result_message_array = []
result_message_array.append(TextSendMessage.new_from_json_dict(
response[0]))
# 消息發送
line_bot_api.reply_message(event.reply_token, result_message_array)
def process_text_message(event):
keywords = event.message.text
query = {"query": {"match": {"product_info": {"query": keywords}}}}
items = search(es, "products", query)
item_list = []
for item in items:
item_list.append(item['_source']['info_for_line'])
response = [{
"type": "text",
"text": "Here are the results for {}".format(keywords)
}, {
"type": "template",
"altText": "this is a carousel template",
"template": {
"type": "carousel",
"actions": [],
"columns": item_list
}
}]
result_message_array = []
for res in response:
message_type = res.get('type')
if message_type == 'text':
result_message_array.append(
TextSendMessage.new_from_json_dict(res))
elif message_type == 'template':
result_message_array.append(
TemplateSendMessage.new_from_json_dict(res))
line_bot_api.reply_message(event.reply_token, result_message_array)
def process_follow_event(event):
# 讀取並轉換
result_message_array = []
replyJsonPath = "素材/關注/reply.json"
result_message_array = detect_json_array_to_new_message_array(
replyJsonPath)
# 呼叫個人用戶名，與用戶第一次接觸打招呼
user_profile = line_bot_api.get_profile(event.source.user_id)
hello = {
"type": "text",
"text": "您好!" + str(user_profile.display_name) + "\n歡迎您使用「RunningAI」"
}
result_message_array.insert(0, TextSendMessage.new_from_json_dict(hello))
#綁定 rich_menu
linkRichMenuId = open("素材/rich_menu_4/rich_menu_id", 'r').read()
line_bot_api.link_rich_menu_to_user(event.source.user_id, linkRichMenuId)
# 消息發送
line_bot_api.reply_message(event.reply_token, result_message_array)
# Redis端設定
# 1.Redis防火牆關閉
# 2.Redis Server啟動時後面帶上 --protected-mode no
# src/redis-server --protected-mode no
# 串接Redis需安裝套件
# !pip install redis
import redis
#r = redis.Redis(host='192.168.48.132', port=6379)
r = redis.Redis(host='10.120.28.22', port=6379)
myfile = json.dumps(vars(user_profile), sort_keys=True)
print(myfile)
print(type(myfile))
r.set('messi', myfile)
def process_postback_event(event):
model_dict = {'classify_14tree': '影像辨識:14種樹', 'classify_8leaf': '影像辨識:8種葉',
'objdetect_14tree': '物件偵測:14種樹', 'objdetect_8leaf': '物件偵測:8種葉',
'classify_bauya': '影像辨識:羊蹄甲3種葉'}
db.increase(event.source.user_id, 'm')
q = parse_qs(event.postback.data)
if 'model' in q:
m = q.get('model')[0]
if m in model_dict:
cameraQuickRB = QuickReplyButton(action=CameraAction(label="拍照"))
cameraRollQRB = QuickReplyButton(action=CameraRollAction(label="讀檔"))
quickReplyList = QuickReply(items = [cameraRollQRB, cameraQuickRB])
fn = '<<fn_' + m + '>>'
quickReplyTextSendMessage = get_textmessage_reply(cfg['reply_path'], fn, event.source.user_id, db)
quickReplyTextSendMessage[0].quick_reply = quickReplyList
line_bot_api.reply_message(event.reply_token, quickReplyTextSendMessage)
db.markModel(event.source.user_id, m)
elif 'page' in q:
page = q.get('page')[0]
msg, key = get_textmessage_reply(cfg['reply_path'], page, event.source.user_id, db, True)
msg = msg[0] # get_textmessage_reply() returned list
if 'category' in q:
cat = q.get('category')[0]
if cat == 'trees': # page=<<AS>>&category=trees
items = [QuickReplyButton(action=PostbackAction(label='<<', data='page=<<trees>>'))]
k = trees_dict[key]
if k > 0:
p = f'page=<<{trees[k-1]}>>&category=trees'
items.append(QuickReplyButton(action=PostbackAction(label='<', data=p)))
if k < len(trees)-1:
f = f'page=<<{trees[k+1]}>>&category=trees'
items.append(QuickReplyButton(action=PostbackAction(label='>', data=f)))
msg.quickReply = QuickReply(items=items)
elif cat == 'leaves':
pass
line_bot_api.reply_message(event.reply_token, msg)
elif 'action' in q:
a = q.get('action')[0]
msg = None
if a == 'whoami':
t = q.get('target')[0] if 'target' in q else event.source.user_id
u = db.getUser(t)
msg = FlexSendMessage.new_from_json_dict(create_whoami(u))
if 'callback' in q:
cb = (q.get('callback')[0]).replace('^', '&')
msg.quickReply = QuickReply(items=[QuickReplyButton(action=PostbackAction(label='<', data=cb))])
elif a == 'show_email':
msg = TextSendMessage.new_from_json_dict(
{'type': 'text', 'text': 'Enos Chou, feel free to contact me\[email protected]'})
elif a == 'count_usage':
criterion = 1
user_amt, user_today, usage_amt = db.countUsage(event.source.user_id, criterion=criterion)
if user_amt is 0:
msg = TextSendMessage.new_from_json_dict({"type": "text", "text": f'你還不是 {admin[criterion]}'})
else:
msg = TextSendMessage.new_from_json_dict(
{'type': 'text',
'text': f'用戶總數： {user_amt} 人\n今日新增： {user_today} 人\n今日使用： {usage_amt} 人'})
elif a == 'list':
AMOUNT = cfg['show_maxuser']
alt = {'last':'註', 'visit':'訪', 'usage':'量'}
criterion = 1
mode = q.get('mode')[0]
start = (int)(q.get('start')[0]) # must be cast to int, or it would be str
users = db.getUsers(event.source.user_id, mode, start, AMOUNT, criterion)
u_len = len(users)
msg = FlexSendMessage.new_from_json_dict(create_list(users, alt[mode], start, u_len, event.postback.data))
items = []
if u_len > 0:
if start > 0:
x = start - AMOUNT # cehck previus button
p = f'action=list&mode={mode}&start={x if x > 0 else 0}'
items.append(QuickReplyButton(action=PostbackAction(label='<', data=p)))
if x > 0: # check first page button
f = f'action=list&mode={mode}&start=0'
items.insert(0, QuickReplyButton(action=PostbackAction(label='<<', data=f)))
if u_len == AMOUNT and (start+u_len < users[-1][-1]): # check next button
n = f'action=list&mode={mode}&start={start+u_len}'
items.append(QuickReplyButton(action=PostbackAction(label='>', data=n)))
nn = f'action=list&mode={mode}&start={AMOUNT*((users[-1][-1]-1)//AMOUNT)}'
items.append(QuickReplyButton(action=PostbackAction(label='>>', data=nn)))
for a in alt:
if mode != a:
rb = QuickReplyButton(action=PostbackAction(label=alt[a], data=f'action=list&mode={a}&start=0'))
items.append(rb)
msg.quickReply = QuickReply(items=items)
elif a == 'reload':
criterion = 2
u = db.getUser(event.source.user_id) # user_id, display_name, picture_url, admin
if u[3] >= criterion:
if 'scope' in q:
s = q.get('scope')[0]
if s == 'db':
r = db.reload(event.source.user_id,
cfg['mysql_ip'], cfg['mysql_db'], cfg['mysql_id'], cfg['mysql_pwd'], criterion)
desc = ['失敗!', '完成']
msg = TextSendMessage.new_from_json_dict({"type": "text", "text": f'DB重連{desc[r]}'})
elif s == 'profile':
pp = []
uids = db.getUids()
for uid in uids:
try:
p = line_bot_api.get_profile(uid) # sometimes failed due to UID not found by A
pp.append([p.display_name, p.picture_url, p.user_id])
except Exception as e1:
print(e1)
print(f'{uid} passed due to exception!')
db.updateUsers(pp)
msg = TextSendMessage.new_from_json_dict({"type": "text", "text": '更新用戶資料完畢'})
elif s == 'richmenu':
uids = db.getUids()
line_bot_api.link_rich_menu_to_users(uids, cfg['richmenu_id'])
msg = TextSendMessage.new_from_json_dict({"type": "text", "text": '重置圖文選單完畢'})
else:
msg = get_textmessage_reply(cfg['reply_path'], '<<background>>', event.source.user_id, db)[0]
rb1 = QuickReplyButton(action=PostbackAction(label='重連DB', data='action=reload&scope=db'))
rb2 = QuickReplyButton(action=PostbackAction(label='更新用戶', data='action=reload&scope=profile'))
rb3 = QuickReplyButton(action=PostbackAction(label='重置選單', data='action=reload&scope=richmenu'))
msg.quickReply = QuickReply(items=[rb1, rb2, rb3])
else:
msg = TextSendMessage.new_from_json_dict({"type": "text", "text": f'你還不是 {admin[criterion]}'})
line_bot_api.reply_message(event.reply_token, msg)
def process_postback_event(event):
query_string_dict = parse_qs(event.postback.data)
print(query_string_dict)
# (1)商品關鍵字搜尋
if ('button' in query_string_dict) and (query_string_dict.get('button')[0]
== 'search'):
response = [{
"type":
"text",
"text":
"Let’s find something for you! What’s on your list today?"
}]
result_message_array = [
TextSendMessage.new_from_json_dict(response[0])
]
line_bot_api.reply_message(event.reply_token, result_message_array)
# (2)使用者專屬優惠
elif ('button'
in query_string_dict) and (query_string_dict.get('button')[0]
== 'coupon'):
#user_profile = line_bot_api.get_profile(event.source.user_id)
#user_profile_dict = vars(user_profile)
#user_id = user_profile_dict.get('user_id')
query_id = model_ALS_rank[model_ALS_rank['user_id'] ==
99522].loc[0:].iloc[0].to_list()
text_message = "20% off items only for you! Use your ‘Diamond is the BEST -20’ coupon when checking out to get your discount 😚"
item_list = general_carousel_query(es, query_id)
text_carousel_reply(event, text_message, item_list)
# (3)熱銷商品
elif ('button'
in query_string_dict) and (query_string_dict.get('button')[0]
== 'hot'):
#query = {"aggs": {"product": {"terms": { "field": "product_id" }}}}
#result = es.search(index='orders', body=query)["aggregations"]['product']['buckets']
#hot_query_id = [item.get('key') for item in result]
query_id = hot_query_id
text_message = "We’ve listed the most popular products for you, please take a look!"
item_list = general_carousel_query(es, query_id)
text_carousel_reply(event, text_message, item_list)
# (4)Shopping List
elif ('button'
in query_string_dict) and (query_string_dict.get('button')[0]
== 'list'):
user_profile = line_bot_api.get_profile(event.source.user_id)
user_profile_dict = vars(user_profile)
user_id = user_profile_dict.get('user_id')
query = {
"size": 100,
"query": {
"match": {
"user_id": {
"query": user_id
}
}
}
}
items = search(es, 'shopping_list', query)
item_list = [item['_source']['info_for_line'] for item in items]
if len(item_list) != 0:
text_message = "My Shopping List : "
else:
text_message = "Add Something to the Shopping List!"
text_carousel_reply(event, text_message, item_list)
# （5）相關商品推薦（You might also like）
elif 'id' in query_string_dict:
product_id = int(query_string_dict.get('id')[0])
# item-based
if (product_id in itembased_product_list) == True:
query_id = model_itembased_rank[model_itembased_rank['product_id']
== product_id].iloc[0,
1:].to_list()
print(query_id)
print("item-based")
if 0 in query_id:
query_id = [product for product in query_id if (product != 0)
] + list(avg_rating) # ALS preditons average
print("item-based+ALS")
# word2vec
else:
query_id = [
int(product[0])
for product in model.wv.most_similar(str(product_id))
]
print('word2vec')
text_message = "You may also like the products below! Check it out!"
item_list = general_carousel_query(es, query_id)
text_carousel_reply(event, text_message, item_list)
# (6)Add to List
elif 'add' in query_string_dict:
user_profile = line_bot_api.get_profile(event.source.user_id)
user_profile_dict = vars(user_profile)
user_id = user_profile_dict.get('user_id')
product_id = int(query_string_dict.get('add')[0])
product_name = str(query_string_dict.get('name')[0])
query = {
"query": {
"bool": {
"should": [{
"match": {
"product_id": {
"query": product_id
}
}
}]
}
}
}
result = search(es, 'products', query)[0]['_source']['info_for_line']
info_for_line = {
"thumbnailImageUrl":
result['thumbnailImageUrl'],
"title":
product_name,
"text":
result['text'],
"actions": [{
"type": "uri",
"label": "More Info",
"uri": result['actions'][0]['uri']
}, {
"type": "postback",
"label": "You May Also Like",
"data": "id=" + str(product_id)
}, {
"type": "postback",
"label": "Remove from List",
"data": "remove=" + str(product_id)
}]
}
add = {
"user_id": user_id,
"product_id": product_id,
"product_name": product_name,
"info_for_line": info_for_line
}
insert_doc(es, "shopping_list", add)
response = [{
"type": "text",
"text": "'{}' added to your list ".format(product_name)
}]
result_message_array = [
TextSendMessage.new_from_json_dict(response[0])
]
line_bot_api.reply_message(event.reply_token, result_message_array)
# (7) 移除收藏
elif 'remove' in query_string_dict:
user_profile = line_bot_api.get_profile(event.source.user_id)
user_profile_dict = vars(user_profile)
user_id = user_profile_dict.get('user_id')
product_id = query_string_dict.get('remove')[0]
# 刪除清單中該筆商品資料
query = {
"size": 1,
"query": {
"bool": {
"should": [{
"match": {
"product_id": {
"query": product_id
}
}
}, {
"match": {
"user_id": {
"query": user_id
}
}
}]
}
}
}
delete_id = search(es, 'shopping_list', query)[0]['_id']
es.delete(index='shopping_list', id=delete_id)
time.sleep(1)
# 回覆使用者更新後的Shopping List
query = {
"size": 100,
"query": {
"match": {
"user_id": {
"query": user_id
}
}
}
}
items = search(es, 'shopping_list', query)
item_list = [item['_source']['info_for_line'] for item in items]
if len(item_list) != 0:
text_message = "My New Shopping List : "
else:
text_message = "Add Something to the Shopping List!"
text_carousel_reply(event, text_message, item_list)
