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refactor: stripp processing unrelated to channel

master
lanvent hace 1 año
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commit
87df588c80
Se han modificado 4 ficheros con 267 adiciones y 245 borrados
  1. +1
    -1
      channel/channel.py
  2. +223
    -0
      channel/chat_channel.py
  3. +2
    -1
      channel/chat_message.py
  4. +41
    -243
      channel/wechat/wechat_channel.py

+ 1
- 1
channel/channel.py Ver fichero

@@ -20,7 +20,7 @@ class Channel(object):
"""
raise NotImplementedError

def send(self, msg, receiver):
def send(self, reply: Reply, context: Context):
"""
send message to user
:param msg: message content


+ 223
- 0
channel/chat_channel.py Ver fichero

@@ -0,0 +1,223 @@



import re
import time
from common.expired_dict import ExpiredDict
from channel.channel import Channel
from bridge.reply import *
from bridge.context import *
from config import conf
from common.log import logger
from plugins import *


# 抽象类, 它包含了与消息通道无关的通用处理逻辑
class ChatChannel(Channel):
name = None # 登录的用户名
user_id = None # 登录的用户id
def __init__(self):
pass

# 根据消息构造context,消息内容相关的触发项写在这里
def _compose_context(self, ctype: ContextType, content, **kwargs):
context = Context(ctype, content)
context.kwargs = kwargs
# context首次传入时,origin_ctype是None,
# 引入的起因是:当输入语音时,会嵌套生成两个context,第一步语音转文本,第二步通过文本生成文字回复。
# origin_ctype用于第二步文本回复时,判断是否需要匹配前缀,如果是私聊的语音,就不需要匹配前缀
if 'origin_ctype' not in context:
context['origin_ctype'] = ctype
# context首次传入时,receiver是None,根据类型设置receiver
first_in = 'receiver' not in context

# 群名匹配过程,设置session_id和receiver
if first_in: # context首次传入时,receiver是None,根据类型设置receiver
config = conf()
cmsg = context['msg']
if context["isgroup"]:
group_name = cmsg.other_user_nickname
group_id = cmsg.other_user_id

group_name_white_list = config.get('group_name_white_list', [])
group_name_keyword_white_list = config.get('group_name_keyword_white_list', [])
if any([group_name in group_name_white_list, 'ALL_GROUP' in group_name_white_list, check_contain(group_name, group_name_keyword_white_list)]):
group_chat_in_one_session = conf().get('group_chat_in_one_session', [])
session_id = cmsg.actual_user_id
if any([group_name in group_chat_in_one_session, 'ALL_GROUP' in group_chat_in_one_session]):
session_id = group_id
else:
return
context['session_id'] = session_id
context['receiver'] = group_id
else:
context['session_id'] = cmsg.other_user_id
context['receiver'] = cmsg.other_user_id


# 消息内容匹配过程,并处理content
if ctype == ContextType.TEXT:
if first_in and "」\n- - - - - - -" in content: # 初次匹配 过滤引用消息
logger.debug("[WX]reference query skipped")
return None
if context["isgroup"]: # 群聊
# 校验关键字
match_prefix = check_prefix(content, conf().get('group_chat_prefix'))
match_contain = check_contain(content, conf().get('group_chat_keyword'))
if match_prefix is not None or match_contain is not None:
if match_prefix:
content = content.replace(match_prefix, '', 1).strip()
elif context['msg'].is_at and not conf().get("group_at_off", False):
logger.info("[WX]receive group at, continue")
pattern = f'@{self.name}(\u2005|\u0020)'
content = re.sub(pattern, r'', content)
elif context["origin_ctype"] == ContextType.VOICE:
logger.info("[WX]receive group voice, checkprefix didn't match")
return None
else:
return None
else: # 单聊
match_prefix = check_prefix(content, conf().get('single_chat_prefix'))
if match_prefix is not None: # 判断如果匹配到自定义前缀,则返回过滤掉前缀+空格后的内容
content = content.replace(match_prefix, '', 1).strip()
elif context["origin_ctype"] == ContextType.VOICE: # 如果源消息是私聊的语音消息,允许不匹配前缀,放宽条件
pass
else:
return None
img_match_prefix = check_prefix(content, conf().get('image_create_prefix'))
if img_match_prefix:
content = content.replace(img_match_prefix, '', 1).strip()
context.type = ContextType.IMAGE_CREATE
else:
context.type = ContextType.TEXT
context.content = content
elif context.type == ContextType.VOICE:
if 'desire_rtype' not in context and conf().get('voice_reply_voice'):
context['desire_rtype'] = ReplyType.VOICE


return context
# 统一的发送函数,每个Channel自行实现,根据reply的type字段发送不同类型的消息
def send(self, reply: Reply, context: Context, retry_cnt = 0):
raise NotImplementedError

# 处理消息 TODO: 如果wechaty解耦,此处逻辑可以放置到父类
def _handle(self, context: Context):
if context is None or not context.content:
return
logger.debug('[WX] ready to handle context: {}'.format(context))
# reply的构建步骤
reply = self._generate_reply(context)

logger.debug('[WX] ready to decorate reply: {}'.format(reply))
# reply的包装步骤
reply = self._decorate_reply(context, reply)

# reply的发送步骤
self._send_reply(context, reply)

def _generate_reply(self, context: Context, reply: Reply = Reply()) -> Reply:
e_context = PluginManager().emit_event(EventContext(Event.ON_HANDLE_CONTEXT, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
if not e_context.is_pass():
logger.debug('[WX] ready to handle context: type={}, content={}'.format(context.type, context.content))
if context.type == ContextType.TEXT or context.type == ContextType.IMAGE_CREATE: # 文字和图片消息
reply = super().build_reply_content(context.content, context)
elif context.type == ContextType.VOICE: # 语音消息
msg = context['msg']
msg.prepare()
mp3_path = context.content
# mp3转wav
wav_path = os.path.splitext(mp3_path)[0] + '.wav'
try:
mp3_to_wav(mp3_path=mp3_path, wav_path=wav_path)
except Exception as e: # 转换失败,直接使用mp3,对于某些api,mp3也可以识别
logger.warning("[WX]mp3 to wav error, use mp3 path. " + str(e))
wav_path = mp3_path
# 语音识别
reply = super().build_voice_to_text(wav_path)
# 删除临时文件
try:
os.remove(wav_path)
os.remove(mp3_path)
except Exception as e:
logger.warning("[WX]delete temp file error: " + str(e))

if reply.type == ReplyType.TEXT:
new_context = self._compose_context(
ContextType.TEXT, reply.content, **context.kwargs)
if new_context:
reply = self._generate_reply(new_context)
else:
return
else:
logger.error('[WX] unknown context type: {}'.format(context.type))
return
return reply

def _decorate_reply(self, context: Context, reply: Reply) -> Reply:
if reply and reply.type:
e_context = PluginManager().emit_event(EventContext(Event.ON_DECORATE_REPLY, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
desire_rtype = context.get('desire_rtype')
if not e_context.is_pass() and reply and reply.type:
if reply.type == ReplyType.TEXT:
reply_text = reply.content
if desire_rtype == ReplyType.VOICE:
reply = super().build_text_to_voice(reply.content)
return self._decorate_reply(context, reply)
if context['isgroup']:
reply_text = '@' + context['msg'].actual_user_nickname + ' ' + reply_text.strip()
reply_text = conf().get("group_chat_reply_prefix", "")+reply_text
else:
reply_text = conf().get("single_chat_reply_prefix", "")+reply_text
reply.content = reply_text
elif reply.type == ReplyType.ERROR or reply.type == ReplyType.INFO:
reply.content = str(reply.type)+":\n" + reply.content
elif reply.type == ReplyType.IMAGE_URL or reply.type == ReplyType.VOICE or reply.type == ReplyType.IMAGE:
pass
else:
logger.error('[WX] unknown reply type: {}'.format(reply.type))
return
if desire_rtype and desire_rtype != reply.type and reply.type not in [ReplyType.ERROR, ReplyType.INFO]:
logger.warning('[WX] desire_rtype: {}, but reply type: {}'.format(context.get('desire_rtype'), reply.type))
return reply

def _send_reply(self, context: Context, reply: Reply):
if reply and reply.type:
e_context = PluginManager().emit_event(EventContext(Event.ON_SEND_REPLY, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
if not e_context.is_pass() and reply and reply.type:
logger.debug('[WX] ready to send reply: {} to {}'.format(reply, context))
self._send(reply, context)

def _send(self, reply: Reply, context: Context, retry_cnt = 0):
try:
self.send(reply, context)
except Exception as e:
logger.error('[WX] sendMsg error: {}'.format(e))
if retry_cnt < 2:
time.sleep(3+3*retry_cnt)
self._send(reply, context, retry_cnt+1)


def check_prefix(content, prefix_list):
for prefix in prefix_list:
if content.startswith(prefix):
return prefix
return None

def check_contain(content, keyword_list):
if not keyword_list:
return None
for ky in keyword_list:
if content.find(ky) != -1:
return True
return None

+ 2
- 1
channel/chat_message.py Ver fichero

@@ -1,6 +1,7 @@

"""
本类表示聊天消息,用于对itchat和wechaty的消息进行统一的封装

ChatMessage
msg_id: 消息id
create_time: 消息创建时间
@@ -13,7 +14,7 @@ from_user_nickname: 发送者昵称
to_user_id: 接收者id
to_user_nickname: 接收者昵称

other_user_id: 对方的id,如果你是发送者,那这个就是接收者id,如果你是接收者,那这个就是发送者id
other_user_id: 对方的id,如果你是发送者,那这个就是接收者id,如果你是接收者,那这个就是发送者id,如果是群消息,那这一直是群id
other_user_nickname: 同上

is_group: 是否是群消息


+ 41
- 243
channel/wechat/wechat_channel.py Ver fichero

@@ -5,10 +5,10 @@ wechat channel
"""

import os
import re
import requests
import io
import time
from channel.chat_channel import ChatChannel
from channel.wechat.wechat_message import *
from common.singleton import singleton
from lib import itchat
@@ -19,7 +19,6 @@ from bridge.context import *
from channel.channel import Channel
from concurrent.futures import ThreadPoolExecutor
from common.log import logger
from common.tmp_dir import TmpDir
from config import conf
from common.time_check import time_checker
from common.expired_dict import ExpiredDict
@@ -72,10 +71,9 @@ def _check(func):
return wrapper

@singleton
class WechatChannel(Channel):
class WechatChannel(ChatChannel):
def __init__(self):
self.user_id = None
self.name = None
super().__init__()
self.receivedMsgs = ExpiredDict(60*60*24)

def startup(self):
@@ -99,7 +97,7 @@ class WechatChannel(Channel):
# start message listener
itchat.run()

# handle_* 系列函数处理收到的消息后构造Context,然后传入handle函数中处理Context和发送回复
# handle_* 系列函数处理收到的消息后构造Context,然后传入_handle函数中处理Context和发送回复
# Context包含了消息的所有信息,包括以下属性
# type 消息类型, 包括TEXT、VOICE、IMAGE_CREATE
# content 消息内容,如果是TEXT类型,content就是文本内容,如果是VOICE类型,content就是语音文件名,如果是IMAGE_CREATE类型,content就是图片生成命令
@@ -107,7 +105,7 @@ class WechatChannel(Channel):
# session_id: 会话id
# isgroup: 是否是群聊
# receiver: 需要回复的对象
# msg: itchat的原始消息对象
# msg: ChatMessage消息对象
# origin_ctype: 原始消息类型,语音转文字后,私聊时如果匹配前缀失败,会根据初始消息是否是语音来放宽触发规则
# desire_rtype: 希望回复类型,默认是文本回复,设置为ReplyType.VOICE是语音回复

@@ -117,55 +115,25 @@ class WechatChannel(Channel):
if conf().get('speech_recognition') != True:
return
logger.debug("[WX]receive voice msg: {}".format(cmsg.content))
from_user_id = cmsg.from_user_id
other_user_id = cmsg.other_user_id
if from_user_id == other_user_id:
context = self._compose_context(ContextType.VOICE, cmsg.content, isgroup=False, msg=cmsg, receiver=other_user_id, session_id=other_user_id)
if context:
thread_pool.submit(self.handle, context).add_done_callback(thread_pool_callback)
context = self._compose_context(ContextType.VOICE, cmsg.content, isgroup=False, msg=cmsg)
if context:
thread_pool.submit(self._handle, context).add_done_callback(thread_pool_callback)

@time_checker
@_check
def handle_text(self, cmsg : ChatMessage):
logger.debug("[WX]receive text msg: " + json.dumps(cmsg._rawmsg, ensure_ascii=False))
content = cmsg.content
other_user_id = cmsg.other_user_id
if "」\n- - - - - - - - - - - - - - -" in cmsg.content:
logger.debug("[WX]reference query skipped")
return
context = self._compose_context(ContextType.TEXT, content, isgroup=False, msg=cmsg, receiver=other_user_id, session_id=other_user_id)
context = self._compose_context(ContextType.TEXT, cmsg.content, isgroup=False, msg=cmsg)
if context:
thread_pool.submit(self.handle, context).add_done_callback(thread_pool_callback)
thread_pool.submit(self._handle, context).add_done_callback(thread_pool_callback)

@time_checker
@_check
def handle_group(self, cmsg : ChatMessage):
logger.debug("[WX]receive group msg: " + json.dumps(cmsg._rawmsg, ensure_ascii=False))
group_name = cmsg.other_user_nickname
group_id = cmsg.other_user_id
if not group_name:
return ""
content = cmsg.content
if "」\n- - - - - - - - - - - - - - -" in content:
logger.debug("[WX]reference query skipped")
return ""
pattern = f'@{self.name}(\u2005|\u0020)'
content = re.sub(pattern, r'', content)

config = conf()
group_name_white_list = config.get('group_name_white_list', [])
group_name_keyword_white_list = config.get('group_name_keyword_white_list', [])

if any([group_name in group_name_white_list, 'ALL_GROUP' in group_name_white_list, check_contain(group_name, group_name_keyword_white_list)]):
group_chat_in_one_session = conf().get('group_chat_in_one_session', [])
session_id = cmsg.actual_user_id
if any([group_name in group_chat_in_one_session, 'ALL_GROUP' in group_chat_in_one_session]):
session_id = group_id

context = self._compose_context(ContextType.TEXT, content, isgroup=True, msg=cmsg, receiver=group_id, session_id=session_id)
if context:
thread_pool.submit(self.handle, context).add_done_callback(thread_pool_callback)
context = self._compose_context(ContextType.TEXT, cmsg.content, isgroup=True, msg=cmsg)
if context:
thread_pool.submit(self._handle, context).add_done_callback(thread_pool_callback)
@time_checker
@_check
@@ -173,203 +141,33 @@ class WechatChannel(Channel):
if conf().get('group_speech_recognition', False) != True:
return
logger.debug("[WX]receive voice for group msg: {}".format(cmsg.content))
group_name = cmsg.other_user_nickname
group_id = cmsg.other_user_id
# 验证群名
if not group_name:
return ""
config = conf()
group_name_white_list = config.get('group_name_white_list', [])
group_name_keyword_white_list = config.get('group_name_keyword_white_list', [])
if any([group_name in group_name_white_list, 'ALL_GROUP' in group_name_white_list, check_contain(group_name, group_name_keyword_white_list)]):
group_chat_in_one_session = conf().get('group_chat_in_one_session', [])
session_id = cmsg.actual_user_id
if any([group_name in group_chat_in_one_session, 'ALL_GROUP' in group_chat_in_one_session]):
session_id = group_id
context = self._compose_context(ContextType.VOICE, cmsg.content, isgroup=True, msg=cmsg, receiver=group_id, session_id=session_id)
if context:
thread_pool.submit(self.handle, context).add_done_callback(thread_pool_callback)

# 根据消息构造context,消息内容相关的触发项写在这里
def _compose_context(self, ctype: ContextType, content, **kwargs):
context = Context(ctype, content)
context.kwargs = kwargs
if 'origin_ctype' not in context:
context['origin_ctype'] = ctype

if ctype == ContextType.TEXT:
if context["isgroup"]: # 群聊
# 校验关键字
match_prefix = check_prefix(content, conf().get('group_chat_prefix'))
match_contain = check_contain(content, conf().get('group_chat_keyword'))
if match_prefix is not None or match_contain is not None:
# 判断如果匹配到自定义前缀,则返回过滤掉前缀+空格后的内容,用于实现类似自定义+前缀触发生成AI图片的功能
if match_prefix:
content = content.replace(match_prefix, '', 1).strip()
elif context['msg'].is_at and not conf().get("group_at_off", False):
logger.info("[WX]receive group at, continue")
elif context["origin_ctype"] == ContextType.VOICE:
logger.info("[WX]receive group voice, checkprefix didn't match")
return None
else:
return None
else: # 单聊
match_prefix = check_prefix(content, conf().get('single_chat_prefix'))
if match_prefix is not None: # 判断如果匹配到自定义前缀,则返回过滤掉前缀+空格后的内容
content = content.replace(match_prefix, '', 1).strip()
elif context["origin_ctype"] == ContextType.VOICE: # 如果源消息是私聊的语音消息,允许不匹配前缀,放宽条件
pass
else:
return None
img_match_prefix = check_prefix(content, conf().get('image_create_prefix'))
if img_match_prefix:
content = content.replace(img_match_prefix, '', 1).strip()
context.type = ContextType.IMAGE_CREATE
else:
context.type = ContextType.TEXT
context.content = content
elif context.type == ContextType.VOICE:
if 'desire_rtype' not in context and conf().get('voice_reply_voice'):
context['desire_rtype'] = ReplyType.VOICE
return context
context = self._compose_context(ContextType.VOICE, cmsg.content, isgroup=True, msg=cmsg)
if context:
thread_pool.submit(self._handle, context).add_done_callback(thread_pool_callback)
# 统一的发送函数,每个Channel自行实现,根据reply的type字段发送不同类型的消息
def send(self, reply: Reply, receiver, retry_cnt = 0):
try:
if reply.type == ReplyType.TEXT:
itchat.send(reply.content, toUserName=receiver)
logger.info('[WX] sendMsg={}, receiver={}'.format(reply, receiver))
elif reply.type == ReplyType.ERROR or reply.type == ReplyType.INFO:
itchat.send(reply.content, toUserName=receiver)
logger.info('[WX] sendMsg={}, receiver={}'.format(reply, receiver))
elif reply.type == ReplyType.VOICE:
itchat.send_file(reply.content, toUserName=receiver)
logger.info('[WX] sendFile={}, receiver={}'.format(reply.content, receiver))
elif reply.type == ReplyType.IMAGE_URL: # 从网络下载图片
img_url = reply.content
pic_res = requests.get(img_url, stream=True)
image_storage = io.BytesIO()
for block in pic_res.iter_content(1024):
image_storage.write(block)
image_storage.seek(0)
itchat.send_image(image_storage, toUserName=receiver)
logger.info('[WX] sendImage url={}, receiver={}'.format(img_url,receiver))
elif reply.type == ReplyType.IMAGE: # 从文件读取图片
image_storage = reply.content
image_storage.seek(0)
itchat.send_image(image_storage, toUserName=receiver)
logger.info('[WX] sendImage, receiver={}'.format(receiver))
except Exception as e:
logger.error('[WX] sendMsg error: {}, receiver={}'.format(e, receiver))
if retry_cnt < 2:
time.sleep(3+3*retry_cnt)
self.send(reply, receiver, retry_cnt + 1)

# 处理消息 TODO: 如果wechaty解耦,此处逻辑可以放置到父类
def handle(self, context: Context):
if context is None or not context.content:
return
logger.debug('[WX] ready to handle context: {}'.format(context))
# reply的构建步骤
reply = self._generate_reply(context)

logger.debug('[WX] ready to decorate reply: {}'.format(reply))
# reply的包装步骤
reply = self._decorate_reply(context, reply)

# reply的发送步骤
self._send_reply(context, reply)

def _generate_reply(self, context: Context, reply: Reply = Reply()) -> Reply:
e_context = PluginManager().emit_event(EventContext(Event.ON_HANDLE_CONTEXT, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
if not e_context.is_pass():
logger.debug('[WX] ready to handle context: type={}, content={}'.format(context.type, context.content))
if context.type == ContextType.TEXT or context.type == ContextType.IMAGE_CREATE: # 文字和图片消息
reply = super().build_reply_content(context.content, context)
elif context.type == ContextType.VOICE: # 语音消息
msg = context['msg']
msg.prepare()
mp3_path = context.content
# mp3转wav
wav_path = os.path.splitext(mp3_path)[0] + '.wav'
try:
mp3_to_wav(mp3_path=mp3_path, wav_path=wav_path)
except Exception as e: # 转换失败,直接使用mp3,对于某些api,mp3也可以识别
logger.warning("[WX]mp3 to wav error, use mp3 path. " + str(e))
wav_path = mp3_path
# 语音识别
reply = super().build_voice_to_text(wav_path)
# 删除临时文件
try:
os.remove(wav_path)
os.remove(mp3_path)
except Exception as e:
logger.warning("[WX]delete temp file error: " + str(e))

if reply.type == ReplyType.TEXT:
new_context = self._compose_context(
ContextType.TEXT, reply.content, **context.kwargs)
if new_context:
reply = self._generate_reply(new_context)
else:
return
else:
logger.error('[WX] unknown context type: {}'.format(context.type))
return
return reply

def _decorate_reply(self, context: Context, reply: Reply) -> Reply:
if reply and reply.type:
e_context = PluginManager().emit_event(EventContext(Event.ON_DECORATE_REPLY, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
desire_rtype = context.get('desire_rtype')
if not e_context.is_pass() and reply and reply.type:
if reply.type == ReplyType.TEXT:
reply_text = reply.content
if desire_rtype == ReplyType.VOICE:
reply = super().build_text_to_voice(reply.content)
return self._decorate_reply(context, reply)
if context['isgroup']:
reply_text = '@' + context['msg'].actual_user_nickname + ' ' + reply_text.strip()
reply_text = conf().get("group_chat_reply_prefix", "")+reply_text
else:
reply_text = conf().get("single_chat_reply_prefix", "")+reply_text
reply.content = reply_text
elif reply.type == ReplyType.ERROR or reply.type == ReplyType.INFO:
reply.content = str(reply.type)+":\n" + reply.content
elif reply.type == ReplyType.IMAGE_URL or reply.type == ReplyType.VOICE or reply.type == ReplyType.IMAGE:
pass
else:
logger.error('[WX] unknown reply type: {}'.format(reply.type))
return
if desire_rtype and desire_rtype != reply.type and reply.type not in [ReplyType.ERROR, ReplyType.INFO]:
logger.warning('[WX] desire_rtype: {}, but reply type: {}'.format(context.get('desire_rtype'), reply.type))
return reply

def _send_reply(self, context: Context, reply: Reply):
if reply and reply.type:
e_context = PluginManager().emit_event(EventContext(Event.ON_SEND_REPLY, {
'channel': self, 'context': context, 'reply': reply}))
reply = e_context['reply']
if not e_context.is_pass() and reply and reply.type:
logger.debug('[WX] ready to send reply: {} to {}'.format(reply, context['receiver']))
self.send(reply, context['receiver'])


def check_prefix(content, prefix_list):
for prefix in prefix_list:
if content.startswith(prefix):
return prefix
return None

def check_contain(content, keyword_list):
if not keyword_list:
return None
for ky in keyword_list:
if content.find(ky) != -1:
return True
return None
def send(self, reply: Reply, context: Context):
receiver = context["receiver"]
if reply.type == ReplyType.TEXT:
itchat.send(reply.content, toUserName=receiver)
logger.info('[WX] sendMsg={}, receiver={}'.format(reply, receiver))
elif reply.type == ReplyType.ERROR or reply.type == ReplyType.INFO:
itchat.send(reply.content, toUserName=receiver)
logger.info('[WX] sendMsg={}, receiver={}'.format(reply, receiver))
elif reply.type == ReplyType.VOICE:
itchat.send_file(reply.content, toUserName=receiver)
logger.info('[WX] sendFile={}, receiver={}'.format(reply.content, receiver))
elif reply.type == ReplyType.IMAGE_URL: # 从网络下载图片
img_url = reply.content
pic_res = requests.get(img_url, stream=True)
image_storage = io.BytesIO()
for block in pic_res.iter_content(1024):
image_storage.write(block)
image_storage.seek(0)
itchat.send_image(image_storage, toUserName=receiver)
logger.info('[WX] sendImage url={}, receiver={}'.format(img_url,receiver))
elif reply.type == ReplyType.IMAGE: # 从文件读取图片
image_storage = reply.content
image_storage.seek(0)
itchat.send_image(image_storage, toUserName=receiver)
logger.info('[WX] sendImage, receiver={}'.format(receiver))

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