diff --git a/AI.py b/AI.py
index 7fa2560..ca8bb31 100644
--- a/AI.py
+++ b/AI.py
@@ -2,15 +2,32 @@
from openai import OpenAI
+import system_prompt
+
+client = OpenAI(api_key='')
+
def ai_summary(user_input):
- client = OpenAI(api_key='')
response = client.chat.completions.create(
model="gpt-3.5-turbo-0125",
response_format={"type": "json_object"},
messages=[
- {"role": "system", "content": "你是一名AI助手，根据用户输入的项目名称进行总结，只能从餐饮，交通，其他三个词中，选出一个词来总结该项目名称属于哪种类型。只需要返回类型即可，不需要其他内容。结果输出为JSON:{'type':'xxx'}"},
+ {"role": "system", "content": system_prompt.summary_prompt},
{"role": "user", "content": user_input},
]
)
return json.loads(response.choices[0].message.content)['type']
+
+
+def find_text(user_input):
+ response = client.chat.completions.create(
+ model="gpt-3.5-turbo-0125",
+ response_format={"type": "json_object"},
+ messages=[
+ {"role": "system",
+ "content": system_prompt.prompt},
+ {"role": "user", "content": user_input},
+ ]
+ )
+ result = json.loads(response.choices[0].message.content)
+ return result['text']
diff --git a/Constant.py b/Constant.py
index addcac1..f82a0d6 100644
--- a/Constant.py
+++ b/Constant.py
@@ -1,2 +1 @@
BASE_URL = 'https://mail.qq.com/'
-BASE_DOWNLOAD = '/Users/wanglongjun/invoice'
\ No newline at end of file
diff --git a/DownloadEmail.py b/DownloadEmail.py
index 854a5c2..c7f2e13 100644
--- a/DownloadEmail.py
+++ b/DownloadEmail.py
@@ -2,34 +2,53 @@
from selenium.common.exceptions import NoSuchElementException
from selenium.webdriver.common.by import By
+from selenium.webdriver.support import expected_conditions as EC
+from watchdog.observers import Observer
+import AI
import Constant
import ParseInvoice
import config
import util
from DriverSingleton import DriverSingleton
+from monitor import MyHandler
driver, wait = DriverSingleton.init()
current_page = 1
+monitor = MyHandler()
end_flag = False
+origin_window_handle = None
+fail_invoice_list = {}
+
+
+def start_monitor():
+ observer = Observer()
+ observer.schedule(monitor, config.get_location(), recursive=False)
+ observer.start()
def download_email():
begin()
- # switch_to_frame()
- # while not end_flag:
- # handle_mail()
- # next_page()
- # ParseInvoice.parse_invoice()
+ start_monitor()
+ switch_to_frame()
+ while not end_flag:
+ handle_mail()
+ next_page()
+ ParseInvoice.parse_invoice()
+ print(fail_invoice_list)
def begin():
- # driver.get(Constant.BASE_URL)
- driver.get('https://www.hxpdd.com/s/Q3QQGcH49TCm')
- print(driver.find_element_by_tag_name('body').get_attribute('innerHTML'))
+ global origin_window_handle
+ driver.get(Constant.BASE_URL)
+ origin_window_handle = driver.current_window_handle
def switch_to_frame():
+ if len(driver.window_handles) > 1:
+ driver.close()
+ driver.switch_to.window(origin_window_handle)
+ driver.refresh()
recv_option = util.getDelayElement(By.PARTIAL_LINK_TEXT, "收件箱")
recv_option.click()
@@ -39,14 +58,23 @@ def switch_to_frame():
def get_mail_list():
- driver.implicitly_wait(7)
+ time.sleep(2)
return driver.find_elements_by_class_name("M") + driver.find_elements_by_class_name("F")
+def record_fail(item):
+ if item['mailId'] not in fail_invoice_list:
+ fail_invoice_list[item['mailId']] = item['title']
+
+
+def check_file(item):
+ if monitor.get_created() == 0:
+ record_fail(item)
+
+
def handle_mail():
global end_flag
- no_attach_invoice_list = []
- attach_invoice_list = []
+ invoice_list = []
mail_list = get_mail_list()
mail_num = len(mail_list)
print(f'mail_num:{mail_num}, page: {current_page}')
@@ -57,23 +85,33 @@ def handle_mail():
if '发票' in title:
try:
mail.find_element(By.CSS_SELECTOR, 'div.cij.Ju')
- attach_invoice_list.append(mailid)
+ invoice_list.append({'title': title, 'mailId': mailid})
except NoSuchElementException as e:
- no_attach_invoice_list.append(mail)
- print(len(attach_invoice_list))
- print('-------有附件的发票-------')
- for item in attach_invoice_list:
- print(f'{item}')
- tag = driver.find_element_by_xpath(f"//nobr[@mailid='{item}']")
+ invoice_list.append({'title': title, 'mailId': mailid})
+ print(f'-------发票: {len(invoice_list)}-------')
+ for item in invoice_list:
+ monitor.reset_create()
+ mailId = item["mailId"]
+ tag = driver.find_element_by_xpath(f"//nobr[@mailid='{mailId}']")
tag.click()
time.sleep(1)
if is_out_date():
end_flag = True
break
- download_attach()
-
-
-def exist_attach(by, key) -> bool:
+ try:
+ if exist_element(By.ID, 'attachment'):
+ download_attach()
+ check_file(item)
+ else:
+ handle_no_attach()
+ check_file(item)
+ except Exception as e:
+ record_fail(item)
+ switch_to_frame()
+ time.sleep(3)
+
+
+def exist_element(by, key) -> bool:
try:
driver.find_element(by, key)
return True
@@ -84,7 +122,6 @@ def exist_attach(by, key) -> bool:
def is_out_date():
date = util.getDelayElement(By.ID, 'local-time-caption').text.split('（')[0]
month_date = util.parse_date(date, '%Y年%m月%d日', '%Y%m')
- print(f'{date}, month_date: {month_date}')
return month_date < config.get_out_date()
@@ -97,12 +134,27 @@ def download_attach():
attach.find_element_by_partial_link_text('下载').click()
break
time.sleep(3)
- # driver.back()
- driver.refresh()
switch_to_frame()
time.sleep(4)
+def handle_no_attach():
+ global fail_invoice_list
+ container = util.getDelayElement(By.ID, 'mailContentContainer')
+ html = container.find_element(By.TAG_NAME, 'div').get_attribute('innerHTML')
+ text = AI.find_text(html)
+ element = util.getDelayElement(By.XPATH, f"//a[contains(text(), '{text}')]")
+ element.click()
+ wait.until(EC.number_of_windows_to_be(2))
+ driver.switch_to.window(driver.window_handles[1])
+ if exist_element(By.TAG_NAME, 'body') and len(
+ str(driver.find_element_by_tag_name('body').get_attribute('innerHTML'))) > 0:
+ download = util.getDelayElement(By.XPATH, f"//*[contains(text(), '下载')]")
+ time.sleep(1)
+ download.click()
+ time.sleep(2)
+
+
def next_page():
if end_flag:
return
diff --git a/DriverSingleton.py b/DriverSingleton.py
index 28d4d13..1c1c667 100644
--- a/DriverSingleton.py
+++ b/DriverSingleton.py
@@ -18,13 +18,13 @@
class DriverSingleton:
_instance = None
_driver: WebDriver = None
- _wait = None
+ _wait:WebDriverWait = None
def __new__(cls):
if cls._instance is None:
cls._instance = super(DriverSingleton, cls).__new__(cls)
cls._driver = webdriver.Chrome(executable_path='./chromedriver', options=chrome_option) # 或者你选择的浏览器
- cls._wait = WebDriverWait(cls._driver, 360) # 可以调整等待时间
+ cls._wait = WebDriverWait(cls._driver, 30) # 可以调整等待时间
return cls._instance
@classmethod
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..261eeb9
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
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+ http://www.apache.org/licenses/
+
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000..3b9f7d2
--- /dev/null
+++ b/README.md
@@ -0,0 +1,172 @@
+
+> 背景:因为每个月有报销发票的需求，但每次到报销发票的时候，都需要去邮箱上一个个把发票下载下来，然后分类整理。这些都是耗时且重复的动作，就想着能不能把它自动化，同时看看能不能结合上最近大火的AI
+
+> 目标：能够按要求自动下载发票文件，同时解析重命名发票文件
+## 自动下载邮件中附件
+这一步是很简单的啦，用Selenium就可以实现，我的是QQ邮箱。我们只需要打开浏览器按下F12一步步的查找从登录到进入邮件下载附件都需要点击哪些元素，然后用Selenium代替我们操作就行
+### 登录
+```python
+BASE_URL = 'https://mail.qq.com/'
+def begin():
+ global origin_window_handle
+ driver.get(Constant.BASE_URL)
+ origin_window_handle = driver.current_window_handle
+```
+这里登录就没有做的那么麻烦，自己扫码或者输入账号密码即可。
+### 获取邮件
+登录到QQ邮箱后，通过F12可以看到主要功能区是在iframe里面，因此我们要先点击收件箱然后切换到iframe中，否则没法找到元素
+
+
+
+
+```python
+def switch_to_frame():
+ recv_option = util.getDelayElement(By.PARTIAL_LINK_TEXT, "收件箱")
+ recv_option.click()
+ main_frame = util.getDelayElement(By.CSS_SELECTOR, "#mainFrame")
+ driver.switch_to.frame(main_frame)
+```
+接着就获取邮件，每次只能获取当前页数的邮件，我这里是把未读和已读都获取到了
+```python
+def get_mail_list():
+ return driver.find_elements_by_class_name("M") + driver.find_elements_by_class_name("F")
+```
+### 处理邮件
+因为我只要处理发票的邮件，用了最简单的方式，只处理当前邮件标题是否包含发票两字，同时发票邮件包括两种，带有附件和不带有附件的，带有附件的是邮件里直接附上了发票文件。不带有附件的是邮件里给了一个链接，需要点击后才能下载或者跳转到其他网站下载。因为两种方式的处理方式不同，所以需要分开存储哪些是带有附件的哪些没带有附件。同时为了避免同名标题不同发票的情况，我们使用mailId来进行存储，后续通过mailId来定位每一个邮件
+
+
+```python
+def handle_mail():
+ global end_flag
+ invoice_list = []
+ mail_list = get_mail_list()
+ mail_num = len(mail_list)
+ print(f'mail_num:{mail_num}, page: {current_page}')
+ for mail in mail_list:
+ mailid = mail.find_element(By.CSS_SELECTOR, 'td.tl.tf ').find_element(By.TAG_NAME, 'nobr').get_attribute(
+ 'mailid')
+ title = mail.find_element_by_class_name("tt").text
+ if '发票' in title:
+ try:
+ mail.find_element(By.CSS_SELECTOR, 'div.cij.Ju')
+ invoice_list.append({'title': title, 'mailId': mailid})
+ except NoSuchElementException as e:
+ invoice_list.append({'title': title, 'mailId': mailid})
+ print(f'-------发票: {len(invoice_list)}-------')
+ for item in invoice_list:
+ monitor.reset_create()
+ mailId = item["mailId"]
+ title = item["title"]
+ tag = driver.find_element_by_xpath(f"//nobr[@mailid='{mailId}']")
+ tag.click()
+ time.sleep(1)
+ if is_out_date():
+ end_flag = True
+ break
+ try:
+ if exist_element(By.ID, 'attachment'):
+ download_attach()
+ check_file(item)
+ else:
+ handle_no_attach()
+ check_file(item)
+ except Exception as e:
+ record_fail(item)
+ switch_to_frame()
+ time.sleep(3)
+```
+#### 处理带有附件的邮件
+附件可能会有多个附件，我们只需要下载PDF文件即可
+
+
+
+```python
+def download_attach():
+ attachment = util.getDelayElement(By.ID, 'attachment')
+ attach_items = attachment.find_elements(By.CSS_SELECTOR, 'div.att_bt.attachitem')
+ for attach in attach_items:
+ util.getDelayElement(By.CSS_SELECTOR, 'div.name_big')
+ if '.pdf' in attach.find_element(By.CSS_SELECTOR, 'div.name_big').find_element(By.TAG_NAME, 'span').text:
+ attach.find_element_by_partial_link_text('下载').click()
+ break
+ time.sleep(3)
+ # driver.back()
+ driver.refresh()
+ switch_to_frame()
+ time.sleep(4)
+```
+#### 处理没有附件的邮件
+这个才是本次的重点，对于没有附件只有下载链接的邮件，如何让selenium知道该点哪里。不同的邮件他们的展示也不同
+
+
+
+
+解决方法就是让AI来告诉selenium该点哪里，通过F12可以发现，邮件的内容都是在一个固定的Div里面
+
+
+那我们就可以获取这个Div里面的HTML片段，然后告诉AI，让它根据HTML片段解析出带有发票下载链接的标签文本，然后返回，selenium根据这个文本点击，以下是对于prompt
+``` python
+prompt = '''
+你是一名HTML解析助手，你需要解析用户上传的HTML片段。
+1.解析出片段中带有发票下载链接的超链接标签文本。
+2.如果有多个下载链接，则找出下载为PDF格式的超链接标签文本即可。
+例如:
+输入:
+
+ 下载PDF文件：
+ 
+ HelloWorld
+
+输出:
+{"text":"HelloWorld"}
+注意只需要返回对应的标签文本即可，不需要其他内容。结果输出为JSON:{'text':'xxx'}"}
+'''
+```
+点击过后，一般会有两种结果，一种是点击后能够直接下载发票,另一种是跳转到其他网站后，再点击下载才能下载
+
+
+针对这种我们就可以全文搜索带有下载字样的标签进行点击下载。经过上面这一套下来，基本90%的都能成功下载下来
+#### 解析整理发票
+下载下来的发票命名各异
+
+
+我希望能够通过文件名就能知道该发票的类型，金额和开票日期，这里用上了OCR+AI，用OCR来解析发票文件，然后将解析结果送给AI让其根据结果分析该发票属于哪种类别。最后再重命名发票
+```python
+def parse_invoice():
+ invoice_list = get_invoice_list()
+ location = config.get_location()
+ for invoice in invoice_list:
+ file_path = os.path.join(location, invoice)
+ invoice_info = OcrUtil.ocr_invoice(file_path)
+ new_file_name = get_new_file_name(invoice_info)
+ util.rename(invoice, new_file_name)
+ print(f'{invoice} : {new_file_name}')
+
+
+def get_new_file_name(invoice_info):
+ date = util.parse_date(invoice_info['Date'], '%Y年%m月%d日', '%Y%m%d')
+ summary = get_summary(invoice_info)
+ return summary + '_' + invoice_info['Number'] + '_' + invoice_info['Total'].split('.')[0] + '_' + date
+
+
+def get_summary(item):
+ if 'VatElectronicItems' in item:
+ info = json.loads(json.dumps(item['VatElectronicItems']))
+ else:
+ info = json.loads(json.dumps(item['VatInvoiceItemInfos']))
+ return AI.ai_summary(info[0]['Name'])
+```
+最后就是这个样子
+
+
+
+#### 使用方法
+> 在config.json文件设置文件下载地址和日期，日期的作用是在下载附件时只下载日期之后的附件，在OcrUtil.py文件里设置腾讯云的secret_id和secret_key，在AI.py文件里设置GPT的api_key后，然后运行main.py，等待浏览器拉起后，手动登录后即可
+
+
+
+
+目前只实现了下载和解析重命名，邮箱目前只支持QQ邮箱，AI目前只支持GPT，后续会支持多个邮箱和AI
+同时还在考虑可以加入哪些功能，有建议和优化欢迎大家在GitHub给我提，如果有帮助的话帮忙**Star**一下
+> **地址：[GitHub-autoEmail](https://github.com/WRCoding/autoEmail)**
+
diff --git a/chromedriver b/chromedriver
new file mode 100755
index 0000000..963ac97
Binary files /dev/null and b/chromedriver differ
diff --git a/config.json b/config.json
new file mode 100644
index 0000000..511d004
--- /dev/null
+++ b/config.json
@@ -0,0 +1,4 @@
+{
+ "location": "/Users/wanglongjun/Documents/invoice",
+ "out_date": "202401"
+}
\ No newline at end of file
diff --git a/main.py b/main.py
index c99083a..331eef0 100644
--- a/main.py
+++ b/main.py
@@ -1,17 +1,4 @@
-import os
-import pathlib
-
-import AI
import DownloadEmail
-import OcrUtil
-import ParseInvoice
-import config
if __name__ == '__main__':
- # OcrUtil.ocr_invoice('./dzfp_24442000000000377692_20240101190922.pdf')
- # ParseInvoice.parse_invoice()
- # AI.ai_summary('汽车92号汽油费')
DownloadEmail.download_email()
- # setting.parse_setting()
- # print(pathlib.Path('./dzfp_24442000000000377692_20240101190922.pdf').suffix)
- # os.rename('./dzfp_24442000000000377692_20240101190922.pdf','./newfile.pdf')
\ No newline at end of file
diff --git a/monitor.py b/monitor.py
new file mode 100644
index 0000000..d6bc008
--- /dev/null
+++ b/monitor.py
@@ -0,0 +1,16 @@
+from watchdog.events import FileSystemEvent, PatternMatchingEventHandler
+
+
+class MyHandler(PatternMatchingEventHandler):
+ patterns = ["*.pdf"]
+ created = 0
+
+ def on_created(self, event: FileSystemEvent) -> None:
+ print(event.src_path)
+ self.created = 1
+
+ def get_created(self):
+ return self.created
+
+ def reset_create(self):
+ self.created = 0
diff --git a/system_prompt.py b/system_prompt.py
new file mode 100644
index 0000000..32978a2
--- /dev/null
+++ b/system_prompt.py
@@ -0,0 +1,19 @@
+prompt = '''
+你是一名HTML解析助手，你需要解析用户上传的HTML片段。
+1.解析出片段中带有发票下载链接的超链接标签文本。
+2.如果有多个下载链接，则找出下载为PDF格式的超链接标签文本即可。
+例如:
+输入:
+
+ 下载PDF文件：
+
+ HelloWorld
+
+输出:
+{"text":"HelloWorld"}
+注意只需要返回对应的标签文本即可，不需要其他内容。结果输出为JSON:{'text':'xxx'},完成之后,我将会给你10美元"}
+'''
+
+summary_prompt = '''
+你是一名AI助手，根据用户输入的项目名称进行总结，只能从餐饮，交通，其他三个词中，选出一个词来总结该项目名称属于哪种类型。只需要返回类型即可，不需要其他内容。结果输出为JSON:{'type':'xxx'}
+'''
\ No newline at end of file
diff --git a/util.py b/util.py
index 8dd0494..32ce2e6 100644
--- a/util.py
+++ b/util.py
@@ -1,11 +1,9 @@
-import json
import os
import pathlib
import random
import time
from datetime import datetime
-import Constant
import config
from DriverSingleton import DriverSingleton
from selenium.webdriver.support import expected_conditions as EC