Grafana监控图形拉取
python拉取grafana监控图形
python通过grafana提供的api接口拉取grafana监控图形并保存至word文档生成日报发送邮件
前置条件:
1.grafana平台需要安装grafana-image-renderer 插件，用于生成静态图形
页面可以检查是否已安装
未安装会进入如下页面:
从API接口拉取图片会提示:
安装方式参考:
https://grafana.com/grafana/plugins/grafana-image-renderer/
该插件对内存大小有一定要求:
如果已安装该插件，点击Direct link rendered image后会显示一个静态监控图形页面
参考: https://cloud.tencent.com/document/product/1437/65674
2.在grafana页面生成api_keys,用于接口请求认证
不同版本获取方式不同 此示例为V9.2.6版，入口如下:
点击Add API key添加，可以指定有效期，弹出密钥的界面记得把密钥复制下来，否则关闭后就看不到了。
代码示例:
- 该示例是将Grafana获取的多张图形保存到本地的panels目录下(多线程执行),
- 通过python的Image模块进行图片拼接(拼接方式可自定义)，
- 读取日志模版文档(模版中预留了
等字符用于定位)， - 将拼好的图片插入到日志模版文档并替换文档中的日期信息，
- 保存生成新的文档，删除本地panels目录下的图片缓存，并发送邮件。
# -*- coding: UTF-8 -*-
import smtplib
import requests
import os
import shutil
import time
from PIL import Image
from docx import Document
from docx.shared import Inches
from datetime import datetime, timedelta
from concurrent.futures import ThreadPoolExecutor, as_completed
from email.header import Header
from email.mime.text import MIMEText
from email.mime.multipart import MIMEMultipart
from email.header import make_header
# 配置 Grafana API 参数
GRAFANA_HOST = "http://xxxxxxxxxxx"
# Grafana API 密钥具有时效性，如过期,请联系运维人员生成新的api_keys
API_TOKEN = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
# 仪表板ID
DASHBOARD_UID = "xxxxxxxxxx"
# 图形ID
PANEL_ID_DATA = {"PANEL_1":[30,31,2,10,12,14,16,18,20,22,24,26,28],
"PANEL_2":[37, 39, 41, 43, 45, 47, 49, 51, 53],}
ORG_ID = "1"
#日志模版文件
document_path = "xxxxxxxx日志 - 模板.docx"
# 邮箱接收人
RECEIVERS = ["xxxxxx.com", "xxx.com"]
# 保存图片的文件名
folder = "panels"
#邮件发送
def send_mail(filename):
sender = 'xxxxxxx.com'
receiver = ','.join(RECEIVERS)
smtpserver = 'xxxxxx.com'
user = 'xxxxxx.com'
password = 'xxxxxxxx'
mail_title = filename.split('/')[1]
mail_title = mail_title.split('.')[0]
# 创建一个带附件的实例
message = MIMEMultipart()
message['From'] = sender
message['To'] = receiver
message['Subject'] = Header(mail_title, 'utf-8')
# 邮件正文内容
message.attach(MIMEText(f'hello,附件为 {mail_title},请查收,如有问题请与我联系。', 'plain', 'utf-8'))
# 构造附件
file_msg = MIMEText(open(filename, 'rb').read(), 'base64', 'UTF-8')
file_msg["Content-Type"] = 'application/octet-stream;name="%s"' % make_header([(filename, 'UTF-8')]).encode('UTF-8')
file_msg["Content-Disposition"] = 'attachment;filename= "%s"' % make_header([(filename, 'UTF-8')]).encode('UTF-8')
message.attach(file_msg)
try:
smtpObj = smtplib.SMTP(smtpserver)
smtpObj.starttls()
smtpObj.login(user, password)
smtpObj.sendmail(sender, receiver, message.as_string())
print("邮件发送成功！！！")
except Exception as e:
print(e)
print("邮件发送失败！！！")
finally:
smtpObj.quit()
def center_insert_img(doc, img,date_str):
"""插入图片"""
date_obj = datetime.strptime(date_str, '%Y-%m-%d')
# 将datetime对象格式化为指定的中文格式字符串
formatted_date = date_obj.strftime('%Y年%m月%d日')
for paragraph in doc.paragraphs:
# 根据文档中的占位符定位图片插入的位置
if '<datetime>' in paragraph.text:
paragraph.text = paragraph.text.replace('<datetime>', formatted_date)
elif '<img1>' in paragraph.text:
# 把占位符去掉
paragraph.text = paragraph.text.replace('<img1>', '')
# 添加一个文字块
run = paragraph.add_run('')
# 添加一个’回车换行效果‘
run.add_break()
# 添加图片并指定大小
run.add_picture(img[0], width=Inches(6.2))
elif '<img2>' in paragraph.text:
# 把占位符去掉
paragraph.text = paragraph.text.replace('<img2>', '')
# 添加一个文字块
run = paragraph.add_run('')
# 添加一个’回车换行效果‘
run.add_break()
# 添加图片并指定大小
run.add_picture(img[1], width=Inches(6.2))
def save_img_to_doc(img,day_time):
"""把图片保存到doc文件中的指定位置"""
tpl_doc = document_path
current_year = datetime.now().year
if not os.path.exists(f"{current_year}_doc"):
os.makedirs(f"{current_year}_doc")
res_doc = f'{current_year}_doc/日志报告_{day_time}.docx'
# 打开模板文件
document = Document(tpl_doc)
# 插入图片居中
center_insert_img(document, img,day_time)
# 保存结果文件
document.save(res_doc)
return res_doc
def download_image(render_url, output_path, headers):
"""下载单张图片的函数"""
try:
response = requests.get(render_url, headers=headers, stream=True)
if response.status_code == 200 and "image/png" in response.headers.get("Content-Type", ""):
with open(output_path, "wb") as f:
for chunk in response.iter_content(chunk_size=8192):
f.write(chunk)
return output_path
else:
print(f"获取图形失败: {render_url}")
print(f"状态码: {response.status_code}, 返回内容: {response.text}")
return None
except Exception as e:
print(f"下载图片出错: {e}")
return None
def merge_images(image_paths, output_path, layout):
"""合并图片"""
images = [Image.open(path) for path in image_paths]
width, height = images[0].size
new_image = object
if layout == "grid_3xN":
num_rows = (len(images) + 2) // 3
new_image = Image.new('RGB', (3 * width, num_rows * height))
for idx, img in enumerate(images):
x, y = (idx % 3) * width, (idx // 3) * height
new_image.paste(img, (x, y))
elif layout == "grid_3x3":
new_image = Image.new('RGB', (3 * width, 3 * height))
for idx, img in enumerate(images[:9]):
x, y = (idx % 3) * width, (idx // 3) * height
new_image.paste(img, (x, y))
new_image.save(output_path)
new_image.close()
def download_grafana_panel():
# start = time.time()
time_tuple = generate_daily_timestamps_and_dates()
image_paths = []
save_img_to_doc_paths = []
headers = {"Authorization": f"Bearer {API_TOKEN}"}
tasks = []
# 创建下载目录
daily_folder = f"{folder}/{time_tuple[0]}"
os.makedirs(daily_folder, exist_ok=True)
# 使用线程池并行下载图片
# 此处的的URL仅供参考，I6xasdas要替换为你页面的实际值
# 也就是你点击Direct link rendered image后显示的静态监控图形页面的URL
with ThreadPoolExecutor(max_workers=5) as executor:
for PANEL_NAME, PANEL_ID_list in PANEL_ID_DATA.items():
for PANEL_ID in PANEL_ID_list:
render_url = f'{GRAFANA_HOST}/render/d-solo/I6xasdas/{DASHBOARD_UID}?orgId=1&from={time_tuple[1]}&to={time_tuple[2]}&panelId={PANEL_ID}&width=1000&height=500&tz=Asia%2FShanghai'
output_path = f"{daily_folder}/{DASHBOARD_UID}_panel_{PANEL_ID}.png"
tasks.append(executor.submit(download_image, render_url, output_path, headers))
# 收集任务结果
for future in as_completed(tasks):
result = future.result()
if result:
image_paths.append(result)
# 合并图片 (第一组 3xN)
if len(image_paths) > 0:
output_path1 = f"{daily_folder}/panel_01.jpg"
merge_images(image_paths[:13], output_path1, layout="grid_3xN")
save_img_to_doc_paths.append(output_path1)
# 合并图片 (第二组 3x3)
if len(image_paths) > 13:
output_path2 = f"{daily_folder}/panel_02.jpg"
merge_images(image_paths[12:21], output_path2, layout="grid_3x3")
save_img_to_doc_paths.append(output_path2)
# 插入文档保存
doc_file_path = save_img_to_doc(save_img_to_doc_paths, time_tuple[0])
# 删除缓存图片
remove_dir(f"{folder}/{time_tuple[0]}")
#发送邮件
send_mail(doc_file_path)
# end_time = time.time() - start
# print(f"巡检报告成功保存并删除图片缓存！耗时{round(end_time,2)}秒")
def generate_daily_timestamps_and_dates():
current_date_time = datetime.now()
# 提取日期部分并格式化为年-月-日的字符串形式
formatted_date = current_date_time.strftime('%Y-%m-%d')
# 将输入的日期字符串转换为datetime对象
start_date = datetime.strptime(formatted_date, '%Y-%m-%d')
last_day_start_date = start_date - timedelta(days=1)
# 获取当天的起始时间（将时间设置为00:00:00）
start_of_day = last_day_start_date.replace(hour=0, minute=0, second=0, microsecond=0)
# 将datetime对象转换为时间戳（单位：秒）
timestamp = int(start_of_day.timestamp()*1000)
date_str = start_of_day.strftime('%Y-%m-%d')
return (date_str, timestamp, timestamp + 86399*1000)
def remove_dir(directory):
try:
shutil.rmtree(directory)
except OSError as e:
print(f"删除目录时出错: {e}")
if e.errno == 32: # 文件正在被占用
print("文件被占用，等待释放后重试...")
time.sleep(0.1) # 等待 0.1 秒后再次尝试
try:
shutil.rmtree(directory)
print(f"第二次尝试删除成功: {directory}")
except Exception as e2:
print(f"仍然无法删除目录: {e2}")
if __name__ == "__main__":
download_grafana_panel()
