CENTOS上的网络安全工具（十五）cascade的部署
创始人
2024-03-29 19:58:12
这一篇，我们尝试在CentOS上安装并运用一款“小众”安全工具——Cascade。这个工具给人的感觉只是作为验证ATT&CK理念的一个存在，而且由于其运转还需要依托CAR，所以对数据的处理停留在主机log类的层面，可能暂时还不太受安全公司的待见吧。但是我们还是很关心它验证的那个理念，所以装起来把玩一下。
一、Cascade简介
Cascade是近年来相当火热的MITRE公司的ATT&CK框架的关联产品，在Github上开源。
根据官方的介绍，Cascade主要目的是自动化“蓝队”（也就是安全防护一方）的大部分调查工作，以减轻调查人员在面对大量主机log时的晕眩感，帮助调查人员确定使用主机数据的可疑或恶意网络行动的程度。
二、Cascade的安装部署
1. 预备条件
根据官方给出的安装条件：
一是需要在部署cascade前，安装Python3。对于Centos-Stream-8来说，这个条件基本是具备的。另外需要在此基础上安装requirements.txt中所列出的所有支持项——只不过对于有多版本python的系统来说，最好是在虚拟环境中去做这件事，否则安装过程中会出现模块匹配方面的错误。
二是需要安装MongoDB服务
三是说Cascade可疑读取Splunk或者ES中的数据，但是这些数据需要整理成CAR中规定的数据模型格式。另外，名为Unfetter Analytic的Github项目提供了一个将主机上通过sysmon获取的进程创建、网络访问等日志信息转储成为数据模型的一个参考实现。但是这一片在我们的测试中暂时还是不需要的。
下面我们挨个安装这些内容。
（1）Centos-Stream-8相关配置
关闭Selinux
Selinux配置文件在/etc/selinux/下，名为config
[root@bogon ~]# vim /etc/selinux/config
修改SELINUX为disabled即可
# This file controls the state of SELinux on the system.
# SELINUX= can take one of these three values:
# enforcing - SELinux security policy is enforced.
# permissive - SELinux prints warnings instead of enforcing.
# disabled - No SELinux policy is loaded.
SELINUX=disabled
# SELINUXTYPE= can take one of these three values:
# targeted - Targeted processes are protected,
# minimum - Modification of targeted policy. Only selected processes are protected.
# mls - Multi Level Security protection.
SELINUXTYPE=targeted
关闭防火墙
[root@bogon ~]# systemctl stop firewalld.service
[root@bogon ~]# systemctl disable firewalld.service
Removed /etc/systemd/system/multi-user.target.wants/firewalld.service.
Removed /etc/systemd/system/dbus-org.fedoraproject.FirewallD1.service.
[root@bogon ~]#
（2）安装MongoDB
由于Cascade的最近更新也在2年前了，所以可支持的MongoDB、ES的版本相应也都挺老的，如果使用较新的软件，Cascade会不支持。
这里我们安装的是MongoDB的4.0.28版本版本，访问MongoDB的官方网站，在下载页面选择RedHat/CentOS 8.0的Server，4.0.28版本，在Download标签上右键鼠标，选择复制链接，可得到下载地址。
下载
在Centos-Stream-8下，使用wget，基于刚获得的链接下载rpm文件
[root@bogon ~]# wget https://repo.mongodb.org/yum/redhat/8/mongodb-org/4.0/x86_64/RPMS/mongodb-org-server-4.0.28-1.el8.x86_64.rpm
--2022-12-07 08:06:18-- https://repo.mongodb.org/yum/redhat/8/mongodb-org/4.0/x86_64/RPMS/mongodb-org-server-4.0.28-1.el8.x86_64.rpm
正在解析主机 repo.mongodb.org (repo.mongodb.org)... 18.65.185.55, 18.65.185.2, 18.65.185.40, ...
正在连接 repo.mongodb.org (repo.mongodb.org)|18.65.185.55|:443... 已连接。
已发出 HTTP 请求，正在等待回应... 200 OK
长度：17833400 (17M)
正在保存至: “mongodb-org-server-4.0.28-1.el8.x86_64.rpm”mongodb-org-server-4.0.28-1.el8.x8 100%[================================================================>] 17.01M 7.06MB/s 用时 2.4s 2022-12-07 08:06:21 (7.06 MB/s) - 已保存 “mongodb-org-server-4.0.28-1.el8.x86_64.rpm” [17833400/17833400])
安装
[root@bogon ~]# ls
公共 模板 视频 图片 文档 下载 音乐 桌面 anaconda-ks.cfg initial-setup-ks.cfg mongodb-org-server-4.0.28-1.el8.x86_64.rpm
[root@bogon ~]# rpm -ivh mongodb-org-server-4.0.28-1.el8.x86_64.rpm
警告：mongodb-org-server-4.0.28-1.el8.x86_64.rpm: 头V3 RSA/SHA1 Signature, 密钥 ID e52529d4: NOKEY
Verifying... ################################# [100%]
准备中... ################################# [100%]
正在升级/安装...1:mongodb-org-server-4.0.28-1.el8 ################################# [100%]
Created symlink /etc/systemd/system/multi-user.target.wants/mongod.service → /usr/lib/systemd/system/mongod.service.
[root@bogon ~]#
启动服务
[root@bogon ~]# systemctl start mongod.service
[root@bogon ~]# systemctl enable mongod
[root@bogon ~]# 查看状态，MongoDB使用的是27017端口
[root@bogon ~]# systemctl status mongod.service
● mongod.service - MongoDB Database ServerLoaded: loaded (/usr/lib/systemd/system/mongod.service; enabled; vendor preset: disabled)Active: active (running) since Wed 2022-12-07 08:09:58 EST; 1min 18s agoDocs: https://docs.mongodb.org/manualMain PID: 40639 (mongod)Memory: 56.3MCGroup: /system.slice/mongod.service└─40639 /usr/bin/mongod -f /etc/mongod.conf12月 07 08:09:58 bogon systemd[1]: Starting MongoDB Database Server...
12月 07 08:09:58 bogon mongod[40637]: about to fork child process, waiting until server is ready for connections.
12月 07 08:09:58 bogon mongod[40638]: forked process: 40639
12月 07 08:09:58 bogon mongod[40637]: child process started successfully, parent exiting
12月 07 08:09:58 bogon systemd[1]: Started MongoDB Database Server.
[root@bogon ~]#
[root@bogon ~]# netstat -ltnp|grep 'mongo'
tcp 0 0 127.0.0.1:27017 0.0.0.0:* LISTEN 40639/mongod
[root@bogon ~]#
命令与查看版本
[root@bogon ~]# mongod --version
db version v4.0.28
git version: af1a9dc12adcfa83cc19571cb3faba26eeddac92
OpenSSL version: OpenSSL 1.1.1k FIPS 25 Mar 2021
allocator: tcmalloc
modules: none
build environment:distmod: rhel80distarch: x86_64target_arch: x86_64
[root@bogon ~]#
（3）安装ElasticSearch
虽然cascade不一定需要ES，它只是读取ES的数据。但秉承着既然装了，就都装上的原则（主要还是担心不装也许就在哪掉坑里的恐惧心里），我们还是把它装上的好。
JAVA版本
Java和ElasticSearch这两个家伙是一对儿活宝：java版本众多，版本号蜜汁魔幻，前面我们有掉过这样的坑。
比如，JDK1.8.0 可能也叫JDK8，而JDK1.1并不叫JDK11；我一直在用的版本叫做JDK11，而现在最新的版本似乎已经到了JDK20。从网上扒了一阵扒下来一张表和一张图，大致能够说明这种混乱的历史：
| 版本号 | 别名 | 发布时间 |
| JDK 1.0 | Oak(橡树) | 1996/1/23 |
| JDK 1.1 | 1997/2/19 | |
| JDK 1.1.4 | Sparkler（宝石） | 1997/9/12 |
| JDK 1.1.5 | Pumpkin（南瓜） | 1997/12/13 |
| JDK 1.1.6 | Abigail（阿比盖尔–人名） | 1998/4/24 |
| JDK 1.1.7 | Brutus（布鲁图-人名） | 1998/9/28 |
| JDK 1.1.8 | Chelsea（切尔西–城市名） | 1999/4/8 |
| J2SE 1.2 | Playground（运动场） | 1998/12/4 |
| J2SE 1.2.1 | none（无） | 1999/3/30 |
| J2SE 1.2.2 | Cricket（蟋蟀） | 1999/7/8 |
| J2SE 1.3 | Kestrel（美洲红隼） | 2000/5/8 |
| J2SE 1.3.1 | Ladybird（瓢虫） | 2001/5/17 |
| J2SE 1.4.0 | Merlin（灰背隼） | 2002/2/13 |
| J2SE 1.4.1 | grasshopper（蚱蜢） | 2002/9/16 |
| J2SE 1.4.2 | Mantis（螳螂） | 2003/6/26 |
| Java SE 5.0 (1.5.0) | Tiger（老虎） | 2004/9/30 |
| Java SE 6.0 (1.6.0) | Mustang（野马） | Apr-06 |
| Java SE 7.0 (1.7.0) | Dolphin（海豚） | 2011/7/28 |
| Java SE 8.0 (1.8.0) | Spider（蜘蛛） | 2014/3/18 |
| Java SE 9.0 | 2017/9/21 | |
| Java SE 10.0 | 2018/3/21 | |
| Java SE 11.0 | 2018/9/25 |
这个图更清楚一些，精彩不精彩。
更有甚之，当安装了openjdk 1.8.0，也就是openjdk 8，执行java -version，还能看到另一个版本号——Java虚拟机的版本号：
[root@pig ~]# java -version
openjdk version "1.8.0_322"
OpenJDK Runtime Environment (build 1.8.0_322-b06)
OpenJDK 64-Bit Server VM (build 25.322-b06, mixed mode)
[root@pig ~]#
清理Java环境
安装Java前，还是需要尝试使用一下java指令，并且使用rpm指令确认一下centos有没有好心帮助我们预装我们不需要的版本。
[root@bogon ~]# java -version
bash: java: 未找到命令...
[root@bogon ~]# rpm -qa|grep 'jdk'
[root@bogon ~]# rpm -qa|grep 'java'
[root@bogon ~]# 列出可安装的Jdk
[root@bogon ~]# yum list *jdk*
上次元数据过期检查：1:16:20 前，执行于 2022年12月07日 星期三 08时10分39秒。
可安装的软件包
copy-jdk-configs.noarch 4.0-2.el8 appstream
java-1.8.0-openjdk.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-accessibility.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-demo.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-devel.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-headless.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-headless-slowdebug.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-javadoc.noarch 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-javadoc-zip.noarch 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-slowdebug.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-1.8.0-openjdk-src.x86_64 1:1.8.0.322.b06-11.el8 appstream
java-11-openjdk.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-demo.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-devel.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-headless.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-javadoc.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-javadoc-zip.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-jmods.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-src.x86_64 1:11.0.17.0.8-2.el8 appstream
java-11-openjdk-static-libs.x86_64 1:11.0.17.0.8-2.el8 appstream
java-17-openjdk.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-demo.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-devel.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-headless.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-javadoc.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-javadoc-zip.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-jmods.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-src.x86_64 1:17.0.5.0.8-2.el8 appstream
java-17-openjdk-static-libs.x86_64 1:17.0.5.0.8-2.el8 appstream
prometheus-jmx-exporter-openjdk11.noarch 0.12.0-8.el8 appstream
[root@bogon ~]#
主要还是JDK8，JDK11，JDK17
因为以前装JDK8掉坑，JDK17又太新，还是我们熟悉的JDK11吧：
JDK11的安装
[root@bogon ~]# yum install java-11* -y
上次元数据过期检查：1:22:02 前，执行于 2022年12月07日 星期三 08时10分39秒。
依赖关系解决。
============================================================================================================================================软件包 架构 版本 仓库 大小
============================================================================================================================================
安装:java-11-openjdk x86_64 1:11.0.17.0.8-2.el8 appstream 468 kjava-11-openjdk-demo x86_64 1:11.0.17.0.8-2.el8 appstream 4.4 Mjava-11-openjdk-devel x86_64 1:11.0.17.0.8-2.el8 appstream 3.4 Mjava-11-openjdk-headless x86_64 1:11.0.17.0.8-2.el8 appstream 41 Mjava-11-openjdk-javadoc x86_64 1:11.0.17.0.8-2.el8 appstream 16 Mjava-11-openjdk-javadoc-zip x86_64 1:11.0.17.0.8-2.el8 appstream 42 Mjava-11-openjdk-jmods x86_64 1:11.0.17.0.8-2.el8 appstream 337 Mjava-11-openjdk-src x86_64 1:11.0.17.0.8-2.el8 appstream 50 Mjava-11-openjdk-static-libs x86_64 1:11.0.17.0.8-2.el8 appstream 30 M
安装依赖关系:copy-jdk-configs noarch 4.0-2.el8 appstream 31 kjavapackages-filesystem noarch 5.3.0-1.module_el8.0.0+11+5b8c10bd appstream 30 klksctp-tools x86_64 1.0.18-3.el8 baseos 100 kttmkfdir x86_64 3.0.9-54.el8 appstream 62 ktzdata-java noarch 2022d-1.el8 appstream 186 kxorg-x11-fonts-Type1 noarch 7.5-19.el8 appstream 522 k
启用模块流:javapackages-runtime 201801 事务概要
============================================================================================================================================
安装 15 软件包总下载：527 M
安装大小：1.1 G
下载软件包：
(1/15): copy-jdk-configs-4.0-2.el8.noarch.rpm 102 kB/s | 31 kB 00:00
(2/15): java-11-openjdk-demo-11.0.17.0.8-2.el8.x86_64.rpm 3.8 MB/s | 4.4 MB 00:01
(3/15): java-11-openjdk-11.0.17.0.8-2.el8.x86_64.rpm 397 kB/s | 468 kB 00:01
(4/15): java-11-openjdk-devel-11.0.17.0.8-2.el8.x86_64.rpm 3.8 MB/s | 3.4 MB 00:00
(5/15): java-11-openjdk-javadoc-11.0.17.0.8-2.el8.x86_64.rpm 2.8 MB/s | 16 MB 00:05
(6/15): java-11-openjdk-javadoc-zip-11.0.17.0.8-2.el8.x86_64.rpm 2.2 MB/s | 42 MB 00:19
(7/15): java-11-openjdk-headless-11.0.17.0.8-2.el8.x86_64.rpm 2.1 MB/s | 41 MB 00:19
(8/15): java-11-openjdk-static-libs-11.0.17.0.8-2.el8.x86_64.rpm 2.1 MB/s | 30 MB 00:14
(9/15): javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch.rpm 124 kB/s | 30 kB 00:00
(10/15): ttmkfdir-3.0.9-54.el8.x86_64.rpm 226 kB/s | 62 kB 00:00
(11/15): tzdata-java-2022d-1.el8.noarch.rpm 768 kB/s | 186 kB 00:00
(12/15): xorg-x11-fonts-Type1-7.5-19.el8.noarch.rpm 1.1 MB/s | 522 kB 00:00
(13/15): lksctp-tools-1.0.18-3.el8.x86_64.rpm 531 kB/s | 100 kB 00:00
(14/15): java-11-openjdk-src-11.0.17.0.8-2.el8.x86_64.rpm 2.4 MB/s | 50 MB 00:20
(15/15): java-11-openjdk-jmods-11.0.17.0.8-2.el8.x86_64.rpm 2.6 MB/s | 337 MB 02:10
--------------------------------------------------------------------------------------------------------------------------------------------
总计 3.8 MB/s | 527 MB 02:19
CentOS Stream 8 - AppStream 1.6 MB/s | 1.6 kB 00:00
导入 GPG 公钥 0x8483C65D:Userid: "CentOS (CentOS Official Signing Key) "指纹: 99DB 70FA E1D7 CE22 7FB6 4882 05B5 55B3 8483 C65D来自: /etc/pki/rpm-gpg/RPM-GPG-KEY-centosofficial
导入公钥成功
运行事务检查
事务检查成功。
运行事务测试
事务测试成功。
运行事务运行脚本: copy-jdk-configs-4.0-2.el8.noarch 1/1 运行脚本: java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 1/1 准备中 : 1/1 安装 : javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch 1/15 安装 : lksctp-tools-1.0.18-3.el8.x86_64 2/15 运行脚本: lksctp-tools-1.0.18-3.el8.x86_64 2/15 安装 : tzdata-java-2022d-1.el8.noarch 3/15 安装 : ttmkfdir-3.0.9-54.el8.x86_64 4/15 安装 : xorg-x11-fonts-Type1-7.5-19.el8.noarch 5/15 运行脚本: xorg-x11-fonts-Type1-7.5-19.el8.noarch 5/15 安装 : copy-jdk-configs-4.0-2.el8.noarch 6/15 安装 : java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 7/15 运行脚本: java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 7/15 安装 : java-11-openjdk-1:11.0.17.0.8-2.el8.x86_64 8/15 运行脚本: java-11-openjdk-1:11.0.17.0.8-2.el8.x86_64 8/15 安装 : java-11-openjdk-devel-1:11.0.17.0.8-2.el8.x86_64 9/15 运行脚本: java-11-openjdk-devel-1:11.0.17.0.8-2.el8.x86_64 9/15 安装 : java-11-openjdk-jmods-1:11.0.17.0.8-2.el8.x86_64 10/15 安装 : java-11-openjdk-static-libs-1:11.0.17.0.8-2.el8.x86_64 11/15 安装 : java-11-openjdk-demo-1:11.0.17.0.8-2.el8.x86_64 12/15 安装 : java-11-openjdk-javadoc-1:11.0.17.0.8-2.el8.x86_64 13/15 安装 : java-11-openjdk-javadoc-zip-1:11.0.17.0.8-2.el8.x86_64 14/15 安装 : java-11-openjdk-src-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: copy-jdk-configs-4.0-2.el8.noarch 15/15 运行脚本: java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: java-11-openjdk-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: java-11-openjdk-devel-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: java-11-openjdk-javadoc-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: java-11-openjdk-javadoc-zip-1:11.0.17.0.8-2.el8.x86_64 15/15 运行脚本: java-11-openjdk-src-1:11.0.17.0.8-2.el8.x86_64 15/15 验证 : copy-jdk-configs-4.0-2.el8.noarch 1/15 验证 : java-11-openjdk-1:11.0.17.0.8-2.el8.x86_64 2/15 验证 : java-11-openjdk-demo-1:11.0.17.0.8-2.el8.x86_64 3/15 验证 : java-11-openjdk-devel-1:11.0.17.0.8-2.el8.x86_64 4/15 验证 : java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 5/15 验证 : java-11-openjdk-javadoc-1:11.0.17.0.8-2.el8.x86_64 6/15 验证 : java-11-openjdk-javadoc-zip-1:11.0.17.0.8-2.el8.x86_64 7/15 验证 : java-11-openjdk-jmods-1:11.0.17.0.8-2.el8.x86_64 8/15 验证 : java-11-openjdk-src-1:11.0.17.0.8-2.el8.x86_64 9/15 验证 : java-11-openjdk-static-libs-1:11.0.17.0.8-2.el8.x86_64 10/15 验证 : javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch 11/15 验证 : ttmkfdir-3.0.9-54.el8.x86_64 12/15 验证 : tzdata-java-2022d-1.el8.noarch 13/15 验证 : xorg-x11-fonts-Type1-7.5-19.el8.noarch 14/15 验证 : lksctp-tools-1.0.18-3.el8.x86_64 15/15 已安装:copy-jdk-configs-4.0-2.el8.noarch java-11-openjdk-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-demo-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-devel-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-headless-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-javadoc-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-javadoc-zip-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-jmods-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-src-1:11.0.17.0.8-2.el8.x86_64 java-11-openjdk-static-libs-1:11.0.17.0.8-2.el8.x86_64 javapackages-filesystem-5.3.0-1.module_el8.0.0+11+5b8c10bd.noarch lksctp-tools-1.0.18-3.el8.x86_64 ttmkfdir-3.0.9-54.el8.x86_64 tzdata-java-2022d-1.el8.noarch xorg-x11-fonts-Type1-7.5-19.el8.noarch 完毕！
验证
[root@bogon ~]# java -version
openjdk version "11.0.17" 2022-10-18 LTS
OpenJDK Runtime Environment (Red_Hat-11.0.17.0.8-2.el8) (build 11.0.17+8-LTS)
OpenJDK 64-Bit Server VM (Red_Hat-11.0.17.0.8-2.el8) (build 11.0.17+8-LTS, mixed mode, sharing)
JDK11的版本号还是要比JDK8清爽不少，至少数字都是一样的不是……
ElasticSearch下载
同样的，ES的版本不仅要能够和Cascade配合，还要能够和JDK11配合起来，我们选择的是7.11.2版本。但是这个下载链接是相当的不好找——直接通过下载链接是进不去的，通过网页方式去找合适的版本的话，如下图所示，应该是从Guide进去，在左上角选择others以后，才能找到比较老的版本，然后在网页中向下找到“Downlaod and install the RPM manually”，安装地址会出现在这里：
直接使用这个下载地址把rpm下载下来安装就行：
wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.11.2-x86_64.rpm
[root@bogon ~]# wget https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.11.2-x86_64.rpm
--2022-12-07 20:24:59-- https://artifacts.elastic.co/downloads/elasticsearch/elasticsearch-7.11.2-x86_64.rpm
正在解析主机 artifacts.elastic.co (artifacts.elastic.co)... 34.120.127.130, 2600:1901:0:1d7::
正在连接 artifacts.elastic.co (artifacts.elastic.co)|34.120.127.130|:443... 已连接。
已发出 HTTP 请求，正在等待回应... 200 OK
长度：322917736 (308M) [binary/octet-stream]
正在保存至: “elasticsearch-7.11.2-x86_64.rpm”elasticsearch-7.11.2-x86_64.rpm 100%[================================================================>] 307.96M 5.90MB/s 用时 66s 2022-12-07 20:26:06 (4.66 MB/s) - 已保存 “elasticsearch-7.11.2-x86_64.rpm” [322917736/322917736])
ElasticSearch安装
[root@bogon ~]# rpm -ivh elasticsearch-7.11.2-x86_64.rpm
警告：elasticsearch-7.11.2-x86_64.rpm: 头V4 RSA/SHA512 Signature, 密钥 ID d88e42b4: NOKEY
Verifying... ################################# [100%]
准备中... ################################# [100%]
Creating elasticsearch group... OK
Creating elasticsearch user... OK
正在升级/安装...1:elasticsearch-0:7.11.2-1 ################################# [100%]
### NOT starting on installation, please execute the following statements to configure elasticsearch service to start automatically using systemdsudo systemctl daemon-reloadsudo systemctl enable elasticsearch.service
### You can start elasticsearch service by executingsudo systemctl start elasticsearch.service
Created elasticsearch keystore in /etc/elasticsearch/elasticsearch.keystore
Couldn't write '1' to 'vm/unprivileged_userfaultfd', ignoring: No such file or directory
[/usr/lib/tmpfiles.d/elasticsearch.conf:1] Line references path below legacy directory /var/run/, updating /var/run/elasticsearch → /run/elasticsearch; please update the tmpfiles.d/ drop-in file accordingly.ES在某个版本（大约是8）之后，加入了安全性支持，导致服务启动后直接访问localhost会出现安全错误，这个需要在elasticsearch.yml配置文件中关闭安全设置：
[root@bogon ~]# cd /etc/elasticsearch/
[root@bogon elasticsearch]# ls
elasticsearch.keystore elasticsearch.yml jvm.options jvm.options.d log4j2.properties role_mapping.yml roles.yml users users_roles
[root@bogon elasticsearch]# vim elasticsearch.yml
修改 xpack.security.enabled为false：
#----------------------- BEGIN SECURITY AUTO CONFIGURATION -----------------------
#
# The following settings, TLS certificates, and keys have been automatically
# generated to configure Elasticsearch security features on 07-11-2022 02:03:08
#
# --------------------------------------------------------------------------------# Enable security features
xpack.security.enabled: falsexpack.security.enrollment.enabled: true# Enable encryption for HTTP API client connections, such as Kibana, Logstash, and Agents
然后启动ES服务
[root@bogon elasticsearch]# systemctl start elasticsearch.service
[root@bogon elasticsearch]# systemctl enable elasticsearch.service
Synchronizing state of elasticsearch.service with SysV service script with /usr/lib/systemd/systemd-sysv-install.
Executing: /usr/lib/systemd/systemd-sysv-install enable elasticsearch
Created symlink /etc/systemd/system/multi-user.target.wants/elasticsearch.service → /usr/lib/systemd/system/elasticsearch.service.
[root@bogon elasticsearch]# systemctl status elasticsearch.service
● elasticsearch.service - ElasticsearchLoaded: loaded (/usr/lib/systemd/system/elasticsearch.service; enabled; vendor preset: disabled)Active: active (running) since Wed 2022-12-07 21:18:36 EST; 28s agoDocs: https://www.elastic.coMain PID: 44800 (java)Tasks: 72 (limit: 49135)Memory: 4.1GCGroup: /system.slice/elasticsearch.service├─44800 /usr/share/elasticsearch/jdk/bin/java -Xshare:auto -Des.networkaddress.cache.ttl=60 -Des.networkaddress.cache.negative.t>└─45004 /usr/share/elasticsearch/modules/x-pack-ml/platform/linux-x86_64/bin/controller12月 07 21:17:41 bogon systemd[1]: Starting Elasticsearch...
12月 07 21:18:36 bogon systemd[1]: Started Elasticsearch.
lines 1-13/13 (END)
验证
查看ES服务主进程号对应的端口，与ES默认端口一致，为9200
[root@bogon elasticsearch]# systemctl status elasticsearch.service
● elasticsearch.service - ElasticsearchLoaded: loaded (/usr/lib/systemd/system/elasticsearch.service; enabled; vendor preset: disabled)Active: active (running) since Wed 2022-12-07 21:18:36 EST; 28s agoDocs: https://www.elastic.coMain PID: 44800 (java)Tasks: 72 (limit: 49135)Memory: 4.1GCGroup: /system.slice/elasticsearch.service├─44800 /usr/share/elasticsearch/jdk/bin/java -Xshare:auto -Des.networkaddress.cache.ttl=60 -Des.networkaddress.cache.negative.t>└─45004 /usr/share/elasticsearch/modules/x-pack-ml/platform/linux-x86_64/bin/controller12月 07 21:17:41 bogon systemd[1]: Starting Elasticsearch...
12月 07 21:18:36 bogon systemd[1]: Started Elasticsearch.
[root@bogon elasticsearch]#
[root@bogon elasticsearch]# netstat -ltnp |grep '44800'
tcp6 0 0 127.0.0.1:9200 :::* LISTEN 44800/java
tcp6 0 0 ::1:9200 :::* LISTEN 44800/java
tcp6 0 0 127.0.0.1:9300 :::* LISTEN 44800/java
tcp6 0 0 ::1:9300 :::* LISTEN 44800/java
[root@bogon elasticsearch]#
访问一下ES的接口，如下图说明安装成功
[root@bogon elasticsearch]# curl localhost:9200
{"name" : "bogon","cluster_name" : "elasticsearch","cluster_uuid" : "Gf8XNyGUTpeTVtbJI0pALQ","version" : {"number" : "7.11.2","build_flavor" : "default","build_type" : "rpm","build_hash" : "3e5a16cfec50876d20ea77b075070932c6464c7d","build_date" : "2021-03-06T05:54:38.141101Z","build_snapshot" : false,"lucene_version" : "8.7.0","minimum_wire_compatibility_version" : "6.8.0","minimum_index_compatibility_version" : "6.0.0-beta1"},"tagline" : "You Know, for Search"
}
[root@bogon elasticsearch]# （4）安装Python、虚拟环境
在Centos-stream-8的含GUI安装中，python3和pip3都是默认安装的：
[root@bogon ~]# python3
Python 3.6.8 (default, Mar 25 2022, 11:15:52)
[GCC 8.5.0 20210514 (Red Hat 8.5.0-10)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> quit()
[root@bogon ~]# pip3 --version
pip 9.0.3 from /usr/lib/python3.6/site-packages (python 3.6)
[root@bogon ~]#
而且除了python3和pip3，没有其它的了
[root@bogon ~]# which python3
/usr/bin/python3
[root@bogon ~]# which python
/usr/bin/which: no python in (/usr/local/bin:/usr/local/sbin:/usr/bin:/usr/sbin:/root/bin)
[root@bogon ~]# which pip3
/usr/bin/pip3
[root@bogon ~]# which pip
/usr/bin/which: no pip in (/usr/local/bin:/usr/local/sbin:/usr/bin:/usr/sbin:/root/bin)
[root@bogon ~]#
安装VirtualEnv
后续安装cascade的requirements，需要在虚拟python环境中安装，否则组件的兼容性问题会把人搞疯。所以安装virtualenv工具备用。
[root@bogon ~]# pip3 install virtualenv
WARNING: pip is being invoked by an old script wrapper. This will fail in a future version of pip.
Please see https://github.com/pypa/pip/issues/5599 for advice on fixing the underlying issue.
To avoid this problem you can invoke Python with '-m pip' instead of running pip directly.
Collecting virtualenvDownloading virtualenv-20.17.1-py3-none-any.whl (8.8 MB)|████████████████████████████████| 8.8 MB 317 kB/s
Collecting distlib<1,>=0.3.6Downloading distlib-0.3.6-py2.py3-none-any.whl (468 kB)|████████████████████████████████| 468 kB 11.9 MB/s
Collecting importlib-metadata>=4.8.3Downloading importlib_metadata-4.8.3-py3-none-any.whl (17 kB)
Collecting platformdirs<3,>=2.4Downloading platformdirs-2.4.0-py3-none-any.whl (14 kB)
Collecting importlib-resources>=5.4Downloading importlib_resources-5.4.0-py3-none-any.whl (28 kB)
Collecting filelock<4,>=3.4.1Downloading filelock-3.4.1-py3-none-any.whl (9.9 kB)
Collecting zipp>=0.5Downloading zipp-3.6.0-py3-none-any.whl (5.3 kB)
Collecting typing-extensions>=3.6.4Downloading typing_extensions-4.1.1-py3-none-any.whl (26 kB)
Installing collected packages: zipp, typing-extensions, platformdirs, importlib-resources, importlib-metadata, filelock, distlib, virtualenv
Successfully installed distlib-0.3.6 filelock-3.4.1 importlib-metadata-4.8.3 importlib-resources-5.4.0 platformdirs-2.4.0 typing-extensions-4.1.1 virtualenv-20.17.1 zipp-3.6.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
2. 安装Cascade
好了，到目前为止，Cascade的准备工作就已经搞定了。下面可以下载并安装了。
（1）安装git工具
在命令行中键入git命令，centos会提示是否安装，y就行了
[root@bogon ~]# git
bash: git: 未找到命令...
安装软件包“git-core”以提供命令“git”？ [N/y] y* 正在队列中等待... * 装入软件包列表...
下列软件包必须安装：git-core-2.31.1-2.el8.x86_64 Core package of git with minimal functionality
继续更改？ [N/y] y* 正在队列中等待... * 正在等待认证... * 正在队列中等待... * 正在下载软件包... * 正在请求数据... * 正在测试更改... * 正在安装软件包...
用法：git [--version] [--help] [-C ] [-c =][--exec-path[=]] [--html-path] [--man-path] [--info-path][-p | --paginate | -P | --no-pager] [--no-replace-objects] [--bare][--git-dir=] [--work-tree=] [--namespace=][--super-prefix=] [--config-env==] []这些是各种场合常见的 Git 命令：开始一个工作区（参见：git help tutorial）clone 克隆仓库到一个新目录init 创建一个空的 Git 仓库或重新初始化一个已存在的仓库在当前变更上工作（参见：git help everyday）add 添加文件内容至索引mv 移动或重命名一个文件、目录或符号链接restore 恢复工作区文件rm 从工作区和索引中删除文件sparse-checkout 初始化及修改稀疏检出检查历史和状态（参见：git help revisions）bisect 通过二分查找定位引入 bug 的提交diff 显示提交之间、提交和工作区之间等的差异grep 输出和模式匹配的行log 显示提交日志show 显示各种类型的对象status 显示工作区状态扩展、标记和调校您的历史记录branch 列出、创建或删除分支commit 记录变更到仓库merge 合并两个或更多开发历史rebase 在另一个分支上重新应用提交reset 重置当前 HEAD 到指定状态switch 切换分支tag 创建、列出、删除或校验一个 GPG 签名的标签对象协同（参见：git help workflows）fetch 从另外一个仓库下载对象和引用pull 获取并整合另外的仓库或一个本地分支push 更新远程引用和相关的对象命令 'git help -a' 和 'git help -g' 显示可用的子命令和一些概念帮助。
查看 'git help <命令>' 或 'git help <概念>' 以获取给定子命令或概念的
帮助。
有关系统的概述，查看 'git help git'。
（2）克隆cascade到本地
cascade的克隆地址可以在Code按钮中找到，点击复制按钮即可
使用git clone下载
[root@bogon ~]# git clone https://github.com/mitre/cascade-server.git
正克隆到 'cascade-server'...
remote: Enumerating objects: 501, done.
remote: Counting objects: 100% (173/173), done.
remote: Compressing objects: 100% (124/124), done.
remote: Total 501 (delta 64), reused 115 (delta 47), pack-reused 328
接收对象中: 100% (501/501), 6.43 MiB | 4.76 MiB/s, 完成.
处理 delta 中: 100% (117/117), 完成.
[root@bogon ~]# 当然，如果克隆一直得到如下的失败结果：
[root@bogon /]# git clone https://github.com/mitre/cascade-server.git
正克隆到 'cascade-server'...
fatal: 无法访问 'https://github.com/mitre/cascade-server.git/'：Failed to connect to 192.168.1.26 port 1080: 拒绝连接
[root@bogon /]#
那可能需要考虑调整一下你的网络设置（懂的都懂）：
一个是需要在CentOS中将网络代理设置成手动，代理IP选择宿主机IP，端口1080。（这个类似于在主机Chrome上设置Proxy SwitchyOmega一样的效果，都是指示将数据流发往宿主机的代理软件）
另一个，是需要在宿主机的软件上勾选本地代理的允许来自局域网的连接项——不要选择全局模式这么暴力高调，过于高调的通信会造成网络~~~~~~抖动~~~~~~，所以选择直连模式就好，勾选这个选项的目的是允许内部的CentOS能够使用软件的代理。
克隆完成，命令目录下应该就多了一个叫做cascade的目录：
[root@bogon ~]# cd cascade-server/
[root@bogon cascade-server]# pwd
/root/cascade-server
[root@bogon cascade-server]# ls
app cascade.py docker_defaults.yml docs NOTICE README.md
AUTHORS conf Dockerfile LICENSE Pipfile requirements.txt
brawl-demo docker-compose.yml docker_start.sh misc Pipfile.lock www
[root@bogon cascade-server]#
（3）创建虚拟环境
前面我们已经安装了virtualenv，这里我们需要使用该工具来构建python的虚拟环境：
先找到本机上我们建立需要依托的python工具所在的位置，作为virtualenv -p选项的参数，然后指定虚拟环境所在的目录，比如我们指定vcascade，执行完成后，在当前目录下，会建立一个vcascade的子目录来放置虚拟环境。
[root@bogon ~]# which python3
/usr/bin/python3
[root@bogon ~]# virtualenv -p /usr/bin/python3 vcascade
created virtual environment CPython3.6.8.final.0-64 in 412mscreator CPython3Posix(dest=/root/vcascade, clear=False, no_vcs_ignore=False, global=False)seeder FromAppData(download=False, pip=bundle, setuptools=bundle, wheel=bundle, via=copy, app_data_dir=/root/.local/share/virtualenv)added seed packages: pip==21.3.1, setuptools==59.6.0, wheel==0.37.1activators BashActivator,CShellActivator,FishActivator,NushellActivator,PowerShellActivator,PythonActivator
[root@bogon ~]# ls
公共 视频 文档 音乐 anaconda-ks.cfg elasticsearch-7.11.2-x86_64.rpm mongodb-org-server-4.0.28-1.el8.x86_64.rpm
模板 图片 下载 桌面 cascade-server initial-setup-ks.cfg vcascade
[root@bogon ~]#
完成创建后，需要激活虚拟环境，这一步需要进入到刚刚创建的虚拟环境子目录进行：
[root@bogon vcascade]# ls
bin lib lib64 pyvenv.cfg
[root@bogon vcascade]# source bin/activate
(vcascade) [root@bogon vcascade]#
使用source命令执行bin/activate，就好像使用docker一样，进入一个虚拟的子系统。在命令提示符前会多出一个使用圆括号括住的虚拟系统名称，如（vcascade）。
若是从该子系统退出，可使用deactive命令：
[root@bogon vcascade]# source bin/activate
(vcascade) [root@bogon vcascade]# deactivate
[root@bogon vcascade]#
（4）安装requirements
进入虚拟子系统后，切换到cascade-server目录下，安装requirements.txt：
当然，这里也可能出现网络不畅的情况，如上问所述调整配置就好：
[root@bogon cascade-server]# cd ..
[root@bogon ~]# cd vcascade/
[root@bogon vcascade]# source bin/activate
(vcascade) [root@bogon vcascade]# cd ..
(vcascade) [root@bogon ~]# cd cascade-server/
(vcascade) [root@bogon cascade-server]# pip install -r requirements.txt
Collecting antlr4-python3-runtime==4.9.1Downloading antlr4-python3-runtime-4.9.1.tar.gz (173 kB)|████████████████████████████████| 173 kB 250 kB/s Preparing metadata (setup.py) ... done
Collecting certifi==2020.12.5Downloading certifi-2020.12.5-py2.py3-none-any.whl (147 kB)|████████████████████████████████| 147 kB 1.4 MB/s
Collecting cffi==1.14.5Downloading cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl (401 kB)|████████████████████████████████| 401 kB 1.6 MB/s
Collecting chardet==4.0.0Downloading chardet-4.0.0-py2.py3-none-any.whl (178 kB)|████████████████████████████████| 178 kB 3.2 MB/s
Collecting click==7.1.2Downloading click-7.1.2-py2.py3-none-any.whl (82 kB)|████████████████████████████████| 82 kB 2.7 MB/s
Collecting cryptography==3.4.6Downloading cryptography-3.4.6-cp36-abi3-manylinux2014_x86_64.whl (3.2 MB)|████████████████████████████████| 3.2 MB 3.7 MB/s
Collecting elasticsearch==7.11.0Downloading elasticsearch-7.11.0-py2.py3-none-any.whl (325 kB)|████████████████████████████████| 325 kB 4.9 MB/s
Collecting flask==1.1.2Downloading Flask-1.1.2-py2.py3-none-any.whl (94 kB)|████████████████████████████████| 94 kB 3.5 MB/s
Collecting gevent-websocket==0.10.1Downloading gevent_websocket-0.10.1-py3-none-any.whl (22 kB)
Collecting gevent==21.1.2Downloading gevent-21.1.2-cp36-cp36m-manylinux2010_x86_64.whl (5.5 MB)|████████████████████████████████| 5.5 MB 5.7 MB/s
Collecting greenlet==1.0.0Downloading greenlet-1.0.0-cp36-cp36m-manylinux2010_x86_64.whl (156 kB)|████████████████████████████████| 156 kB 9.4 MB/s
Collecting idna==2.10Downloading idna-2.10-py2.py3-none-any.whl (58 kB)|████████████████████████████████| 58 kB 12.5 MB/s
Collecting importlib-metadata==3.7.2Downloading importlib_metadata-3.7.2-py3-none-any.whl (11 kB)
Collecting itsdangerous==1.1.0Downloading itsdangerous-1.1.0-py2.py3-none-any.whl (16 kB)
Collecting jinja2==2.11.3Downloading Jinja2-2.11.3-py2.py3-none-any.whl (125 kB)|████████████████████████████████| 125 kB 6.7 MB/s
Collecting markdown==3.3.4Downloading Markdown-3.3.4-py3-none-any.whl (97 kB)|████████████████████████████████| 97 kB 7.2 MB/s
Collecting markupsafe==1.1.1Downloading MarkupSafe-1.1.1-cp36-cp36m-manylinux2010_x86_64.whl (32 kB)
Collecting mongoengine==0.23.0Downloading mongoengine-0.23.0-py3-none-any.whl (107 kB)|████████████████████████████████| 107 kB 6.9 MB/s
Collecting passlib==1.7.4Downloading passlib-1.7.4-py2.py3-none-any.whl (525 kB)|████████████████████████████████| 525 kB 6.7 MB/s
Collecting pycparser==2.20Downloading pycparser-2.20-py2.py3-none-any.whl (112 kB)|████████████████████████████████| 112 kB 11.5 MB/s
Collecting pymongo==3.11.3Downloading pymongo-3.11.3-cp36-cp36m-manylinux2014_x86_64.whl (509 kB)|████████████████████████████████| 509 kB 5.5 MB/s
Collecting pyopenssl==20.0.1Downloading pyOpenSSL-20.0.1-py2.py3-none-any.whl (54 kB)|████████████████████████████████| 54 kB 7.4 MB/s
Collecting python-dateutil==2.8.1Downloading python_dateutil-2.8.1-py2.py3-none-any.whl (227 kB)|████████████████████████████████| 227 kB 12.5 MB/s
Collecting pyyaml==5.4.1Downloading PyYAML-5.4.1-cp36-cp36m-manylinux1_x86_64.whl (640 kB)|████████████████████████████████| 640 kB 4.1 MB/s
Collecting requests==2.25.1Downloading requests-2.25.1-py2.py3-none-any.whl (61 kB)|████████████████████████████████| 61 kB 10.8 MB/s
Collecting six==1.15.0Downloading six-1.15.0-py2.py3-none-any.whl (10 kB)
Collecting splunk-sdk==1.6.15Downloading splunk-sdk-1.6.15.tar.gz (105 kB)|████████████████████████████████| 105 kB 12.0 MB/s Preparing metadata (setup.py) ... done
Collecting typing-extensions==3.7.4.3Downloading typing_extensions-3.7.4.3-py3-none-any.whl (22 kB)
Collecting urllib3==1.26.3Downloading urllib3-1.26.3-py2.py3-none-any.whl (137 kB)|████████████████████████████████| 137 kB 2.2 MB/s
Collecting werkzeug==1.0.1Downloading Werkzeug-1.0.1-py2.py3-none-any.whl (298 kB)|████████████████████████████████| 298 kB 4.9 MB/s
Collecting zipp==3.4.1Downloading zipp-3.4.1-py3-none-any.whl (5.2 kB)
Collecting zope.event==4.5.0Downloading zope.event-4.5.0-py2.py3-none-any.whl (6.8 kB)
Collecting zope.interface==5.2.0Downloading zope.interface-5.2.0-cp36-cp36m-manylinux2010_x86_64.whl (236 kB)|████████████████████████████████| 236 kB 8.3 MB/s
Requirement already satisfied: setuptools in /root/vcascade/lib/python3.6/site-packages (from gevent==21.1.2->-r requirements.txt (line 11)) (59.6.0)
WARNING: The candidate selected for download or install is a yanked version: 'splunk-sdk' candidate (version 1.6.15 at https://files.pythonhosted.org/packages/9d/65/ca741361b7199b279cd83753ebbc9671e5364a850859864200a6caee6f63/splunk-sdk-1.6.15.tar.gz#sha256=922b4541b9764a65e450e5437638a357f8aff5c7e6a4cd2637355a7a4197301a (from https://pypi.org/simple/splunk-sdk/))
Reason for being yanked:
Building wheels for collected packages: antlr4-python3-runtime, splunk-sdkBuilding wheel for antlr4-python3-runtime (setup.py) ... doneCreated wheel for antlr4-python3-runtime: filename=antlr4_python3_runtime-4.9.1-py3-none-any.whl size=144443 sha256=38390d924ad295d5c4674c8564516924aa65e3c80913a8288bbae5dd64758971Stored in directory: /root/.cache/pip/wheels/4d/7e/ea/a6f1a9354b440cbc29549054287e778525ad2fe9331e399ab0Building wheel for splunk-sdk (setup.py) ... doneCreated wheel for splunk-sdk: filename=splunk_sdk-1.6.15-py3-none-any.whl size=123209 sha256=2bc33cea6d0dacb5f4d92f396435b3c450f2fe0748fba4dead641c8a5db7cd6bStored in directory: /root/.cache/pip/wheels/a5/da/59/8dcdcff87134b7d910a88a15db3c8280fd3640abf86abed14d
Successfully built antlr4-python3-runtime splunk-sdk
Installing collected packages: pycparser, zope.interface, zope.event, zipp, typing-extensions, markupsafe, greenlet, cffi, werkzeug, urllib3, six, pymongo, jinja2, itsdangerous, importlib-metadata, idna, gevent, cryptography, click, chardet, certifi, splunk-sdk, requests, pyyaml, python-dateutil, pyopenssl, passlib, mongoengine, markdown, gevent-websocket, flask, elasticsearch, antlr4-python3-runtime
Successfully installed antlr4-python3-runtime-4.9.1 certifi-2020.12.5 cffi-1.14.5 chardet-4.0.0 click-7.1.2 cryptography-3.4.6 elasticsearch-7.11.0 flask-1.1.2 gevent-21.1.2 gevent-websocket-0.10.1 greenlet-1.0.0 idna-2.10 importlib-metadata-3.7.2 itsdangerous-1.1.0 jinja2-2.11.3 markdown-3.3.4 markupsafe-1.1.1 mongoengine-0.23.0 passlib-1.7.4 pycparser-2.20 pymongo-3.11.3 pyopenssl-20.0.1 python-dateutil-2.8.1 pyyaml-5.4.1 requests-2.25.1 six-1.15.0 splunk-sdk-1.6.15 typing-extensions-3.7.4.3 urllib3-1.26.3 werkzeug-1.0.1 zipp-3.4.1 zope.event-4.5.0 zope.interface-5.2.0
(vcascade) [root@bogon cascade-server]#
（5）setup Cascade
直接运行python cascade.py --setup；一路回车取默认值就可以。这个地方需要保持合适的网络代理配置~~~~，否则可能会出错，而且不知怎的就直接把我的MongoDB搞崩溃。
配置完成后，继续python cascade.py就可以把服务运行起来。
(vcascade) [root@bogon cascade-server]# python cascade.py --setup
Update configuration settings for CASCADE. Enter nothing to keep the default value
config:allow_account_creation (True):
password:enforce (False): regex (^(?=.*?[A-Z])(?=.*?[a-z])(?=.*?[0-9])(?=.*?[#?!@$%^&*-\.]).{8,}$):
database:mongo:host (127.0.0.1): port (27017): crypto:fernet (): key ():
links:attack (https://attack-old.mitre.org): car (https://car.mitre.org): smtp (): proxies:http (): https ():
server:hostname (bogon): https:certfile (misc/cascade.mitre.org.pem): enabled (False): keyfile (misc/cascade.mitre.org.key): interface (127.0.0.1): port (5000): Initializing database...
Importing collection attack_technique
Importing collection attack_tactic
Importing collection analytic
Importing collection session
(vcascade) [root@bogon cascade-server]#
(vcascade) [root@bogon cascade-server]#
(vcascade) [root@bogon cascade-server]#
(vcascade) [root@bogon cascade-server]# python cascade.py
/root/cascade-server/app/async_wrapper.py:44: MonkeyPatchWarning: Monkey-patching ssl after ssl has already been imported may lead to errors, including RecursionError on Python 3.6. It may also silently lead to incorrect behaviour on Python 3.7. Please monkey-patch earlier. See https://github.com/gevent/gevent/issues/1016. Modules that had direct imports (NOT patched): ['pymongo.ssl_context (/root/vcascade/lib64/python3.6/site-packages/pymongo/ssl_context.py)', 'urllib3.util.ssl_ (/root/vcascade/lib/python3.6/site-packages/urllib3/util/ssl_.py)', 'urllib3.util (/root/vcascade/lib/python3.6/site-packages/urllib3/util/__init__.py)']. gevent.monkey.patch_all()
Running CASCADE via WSGIServer on http://bogon:5000
此时打开 浏览器，从localhost就可以访问cascade了
三、Docker上的Cascade
Cascade提供了容器版本，并且包括了多服务容器的编排。这个从cascade-server目录下存在的Dockfile和docker-compose.yml文件就能看出来。然而，直接使用docker-compose build是会出错的： 
好在我们完全立足手工自己搭建过，至少说明这个系统是能够搭建起来的，很可能是docker-compose.yml或者Dockerfile这两个配置文件中哪里出现了错误——我们可以尝试在docker的基础上再手撸一次来查找问题。
PS：其实问题很简单，因为过程都已经给出了，是在安装requirements.txt的这一步出现了问题。因为这个requirements中的组件模块太多了，对python版本的要求也不同，出错概率太高。好在按照我们之前的成功搭建经验，在python 3.6.8的版本下是能够搭建成功的。所以只需要改一下这个地方就好。
但，这完全不妨碍我们打算手撸一遍的兴趣。
当然，在手撸之前，我们需要知道cascade的容器是如何配置的。
1. Dockfile
[root@pig cascade-server]# cat Dockerfile
FROM python:3RUN mkdir -p /opt/cascade-server
WORKDIR /opt/cascade-server
COPY requirements.txt .
RUN pip install -r requirements.txtCOPY . .
COPY docker_defaults.yml conf/defaults.ymlCMD /bin/bash docker_start.sh
FROM python：3，表示镜像从名为“python:3”的基础镜像开始构建。这个镜像在当前dockerhub中，实际对应的python版本号是3.11。
RUN mkdir -p /opt/cascade-server，在镜像中构建cascade-server文件夹，如果父文件夹/opt不存在，则同时构建（-p的作用)
WORKDIR /opt/cascade-server，将刚建立的文件夹作为默认的工作文件夹
COPY requirements.txt . ，将宿主机中requirements.txt文件拷贝到默认工作文件夹
RUN pip install -r requirements.txt， 这其中 requirements.txt和上文是一致的。其作用就是安装cascade工作所需的预选项
COPY . . ，将宿主机的整个cascade-server 目录下的文件拷贝到工作目录下
COPY docker-defaults.yml conf/defaults.yml， 将docker_defaults.yml拷贝到镜像中的/opt/cascade-server/conf目录下，其中存储的配置，实际和上文在运行python cascade.py --setup时敲的一堆回车相同效果。
CMD /bin/bash docker_start.sh，最后容器启动时默认执行的docker_start.sh，实际就是python cascade.py --setup和python cascade.py这2条命令。当然，--setup是在conf下没有默认的cascade.yml配置文件的情况下执行的。
[root@pig cascade-server]# cat docker_start.sh
#!/bin/bashif [ -f "conf/cascade.yml" ]; thenecho "cascade.yml found. Using existing configuration."
elseecho "cascade.yml not found. Generating new config file from defaults"python cascade.py --setup_with_defaults
fipython cascade.py -vv
2. docker-compose.yml
[root@pig cascade-server]# cat docker-compose.yml
---
version: '2'
volumes:mongo_data: {}cascade_conf: {}
services:mongodb:image: mongo:4.0ports:- "127.0.0.1:27017:27017"volumes:- mongo_data:/datacascade_web:build:context: .args:- "http_proxy:${http_proxy}"- "https_proxy:${https_proxy}"- "no_proxy:${no_proxy}"image: "cascade:latest"volumes:- cascade_conf:/opt/cascade-server/confports:- "5000:5000"cascade_jobs:image: "cascade:latest"volumes:- cascade_conf:/opt/cascade-server/confdepends_on:- cascade_web- mongodbcommand: python cascade.py -vv --jobs
docker-compose主要用于支持某种应用需要多服务支撑的场景。从前篇我们讨论docker的最佳用法是进程隔离来看。当需要多服务支撑的时候，显然是不适用于在一个容器里开多个服务的。标准的做法，应该是在每个docker中开一个服务，然后把这些容器组合成一个应用环境。这个成为容器的连接。
docker-compose.yml的主要作用就是说明这种容器的连接方式。其主要的含义在于，一个项目（Project）可以由多个服务（Service）构成，我们用来实现客户功能的App也可以看作是一个服务（比如Cascade）；对于每个服务，使用Image指定服务的镜像，使用Ports指定服务需要开放的端口，使用Volumes指定服务使用的映射于主机上的空间；使用depends_on来确定服务与服务之间的依赖关系；对于没有镜像可拉取的服务，可以使用Build来指定基于Dockerfile来创建。
（1）存储映射别名
这里是给主机上的存储空间起的别名，后面再每个服务里，可以将这个别名指代的主机空间映射到容器内的指定路径上。
（2）服务Mongodb 
image： 该服务使用的是官方的Mongo:4.0镜像 
ports：并且将mongo的默认27017端口绑定到宿主机的127.0.0.1：27017上。
volumes：将存储卷映射到容器的/data目录中
（3）服务Cascade_web 
这个服务就是我们之前装成功的提供WEB图形访问界面的那个python cascade.py
build：表示该镜像需要从Dockerfile文件构建而来，Dockerfile文件的构建环境（默认目录）由context表示，此处为当前目录；构建参数（不携带到容器）由args指定，这里虽然有，但实际在构建过程中都取了空值（猜测应该是由conf/cascade.yml确定）。
image：image和build同时使用，表示build构建除的镜像使用image指示的这个名字
volumes：同样，将存储卷映射到conf子目录下
ports：绑定5000端口到宿主机上
（4）服务cascade_jobs
根据官方给出的指南，在打开webserver后，为了对Splunk或者ES进行查询，还需要开启第二个终端，执行python cascade.py --jobs
所以，这里以cascade_jobs这个服务来对应。该服务使用cascade_web服务中建立的镜像cascade:latest，然后在镜像载入后执行python cascade.py -vv --jobs，这个使用command来指示。因为jobs的启动依赖于web中镜像的构建，所以需要使用depends_on来指示这个依赖关系。
4. 手撸docker cascade
下面按照cascade配置文件的方式，手工走一遍docker的构建。
（1）创建数据卷
创建docker的存储卷，默认驱动为local，volume模式。这种模式下，存储卷的空间将会映射到宿主机docker空间/var/lib/docker/volumes下面。
[root@pig cascade-server]# docker volume create mongo_data
mongo_data
[root@pig cascade-server]# docker volume create cascade_conf
cascade_conf
[root@pig cascade-server]# docker volume inspect mongo_data
[{"CreatedAt": "2022-12-09T01:44:03-05:00","Driver": "local","Labels": {},"Mountpoint": "/var/lib/docker/volumes/mongo_data/_data","Name": "mongo_data","Options": {},"Scope": "local"}
]
[root@pig cascade-server]#
（2）构建Mongodb容器
首先手工pull mongo:4.0的镜像
[root@pig cascade-server]# docker pull mongo:4.0
4.0: Pulling from library/mongo
58690f9b18fc: Pull complete
b51569e7c507: Pull complete
da8ef40b9eca: Pull complete
fb15d46c38dc: Pull complete
a0dc15b16822: Pull complete
b7a3e92f19af: Pull complete
ed4a7b863fa1: Pull complete
a58b030ea8e4: Pull complete
6aa1ba699846: Pull complete
ebc52c729dca: Pull complete
52e8c440d4d6: Pull complete
22b97876323d: Pull complete
Digest: sha256:4ca81c89ad08f4cfa9906005126112bffe8fb363800466ef5e50f6238f6f6af1
Status: Downloaded newer image for mongo:4.0
docker.io/library/mongo:4.0
然后启动mongdb服务。这里根据配置文件有几个需要关注的点：
一是需要映射主机端口，应使用 -p 127.0.0.1：27017：27017
二是需要映射存储卷，应使用 -v mongo_data:/data
三是容器需要指定名称，方便后面连接，应使用--name mongodb
[root@pig cascade-server]# docker run -d -p 127.0.0.1:27017:27017 -v mongo_data:/data --name mongodb mongo:4.0
a02c3ce1d8864ef6678bde3f9fde2d9d0b9098a9bd5ebf454639cb7c06d6463f
[root@pig cascade-server]# docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
a02c3ce1d886 mongo:4.0 "docker-entrypoint.s…" 14 seconds ago Up 13 seconds 127.0.0.1:27017->27017/tcp mongodb
检查一下存储卷的映射：
检查一下端口的映射，能够看到这一条就是成功的：
[root@pig cascade-server]# curl localhost:27017
It looks like you are trying to access MongoDB over HTTP on the native driver port.
[root@pig cascade-server]#
如果不行。虚拟机下需要使用ifconfig检查一下docker0的状态，在暂停后又重启的一些场合中，docker0的IP地址会丢失，这样就再连不上容器了。需要使用systemctl restart docker重启一下。
（3）构建cascade:lastest
话说，从配置文件看，这个cascade_web及jobs服务使用的镜像叫做cascade:latest，它是由build命令构建而来的。对于手工来说，只要Dockerfile文件存在就可以build：
不过，这里如果直接使用下载的dockerfile进行build，python版本为3.11，过高，后面在pip install requirements.txt的时候会出错。实际测试3.6.8版本就够了。所以我们要将Dockerfile里面的基础镜像改为python:3.6.8在来测试： 
使用官方的python：3.6.8镜像
这样构建过程就稳的一批了。
[root@pig cascade-server]# docker build -t cascade:latest .
Sending build context to Docker daemon 20.24MB
Step 1/8 : FROM python:3.6.8
3.6.8: Pulling from library/python
6f2f362378c5: Pull complete
494c27a8a6b8: Pull complete
7596bb83081b: Pull complete
372744b62d49: Pull complete
615db220d76c: Pull complete
1865698adfb0: Pull complete
7159b3304cc0: Pull complete
ad0713808ef6: Pull complete
7ba593904573: Pull complete
Digest: sha256:f20a9bfddd87c238c3d2316b4179222f219090cbb25d5b6975070d4dd4b75004
Status: Downloaded newer image for python:3.6.8---> 48c06762acf0
Step 2/8 : RUN mkdir -p /opt/cascade-server---> Running in 973c96c34640
Removing intermediate container 973c96c34640---> af05a324cf3e
Step 3/8 : WORKDIR /opt/cascade-server---> Running in 900cb1583677
Removing intermediate container 900cb1583677---> 6e32fa80e153
Step 4/8 : COPY requirements.txt .---> cafa46f17bc7
Step 5/8 : RUN pip install -r requirements.txt---> Running in 2d5b5bbd64ea
Collecting antlr4-python3-runtime==4.9.1 (from -r requirements.txt (line 2))Downloading https://files.pythonhosted.org/packages/0a/89/d1926c443bbfdc28321b1435bf9b05019e6d1cc7a685e32bbfb751cf3a78/antlr4-python3-runtime-4.9.1.tar.gz (173kB)
Collecting certifi==2020.12.5 (from -r requirements.txt (line 3))Downloading https://files.pythonhosted.org/packages/5e/a0/5f06e1e1d463903cf0c0eebeb751791119ed7a4b3737fdc9a77f1cdfb51f/certifi-2020.12.5-py2.py3-none-any.whl (147kB)
Collecting cffi==1.14.5 (from -r requirements.txt (line 4))Downloading https://files.pythonhosted.org/packages/2b/cf/9a3b04e57191a970836aeaa8b2075574f02fbdb65d6368457a2f13213e7f/cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl (401kB)
Collecting chardet==4.0.0 (from -r requirements.txt (line 5))Downloading https://files.pythonhosted.org/packages/19/c7/fa589626997dd07bd87d9269342ccb74b1720384a4d739a1872bd84fbe68/chardet-4.0.0-py2.py3-none-any.whl (178kB)
Collecting click==7.1.2 (from -r requirements.txt (line 6))Downloading https://files.pythonhosted.org/packages/d2/3d/fa76db83bf75c4f8d338c2fd15c8d33fdd7ad23a9b5e57eb6c5de26b430e/click-7.1.2-py2.py3-none-any.whl (82kB)
Collecting cryptography==3.4.6 (from -r requirements.txt (line 7))Downloading https://files.pythonhosted.org/packages/2f/9f/ad80cfcf9fab90a32cf4e65048cee0936be8ac57cf2a3f63edb88a84eeaf/cryptography-3.4.6-cp36-abi3-manylinux2010_x86_64.whl (3.1MB)
Collecting elasticsearch==7.11.0 (from -r requirements.txt (line 8))Downloading https://files.pythonhosted.org/packages/72/68/76c5d46cc6a48fddb759f585bc8728caa11bfc9b812ce6705fc5f99beab2/elasticsearch-7.11.0-py2.py3-none-any.whl (325kB)
Collecting flask==1.1.2 (from -r requirements.txt (line 9))Downloading https://files.pythonhosted.org/packages/f2/28/2a03252dfb9ebf377f40fba6a7841b47083260bf8bd8e737b0c6952df83f/Flask-1.1.2-py2.py3-none-any.whl (94kB)
Collecting gevent-websocket==0.10.1 (from -r requirements.txt (line 10))Downloading https://files.pythonhosted.org/packages/7b/84/2dc373eb6493e00c884cc11e6c059ec97abae2678d42f06bf780570b0193/gevent_websocket-0.10.1-py3-none-any.whl
Collecting gevent==21.1.2 (from -r requirements.txt (line 11))Downloading https://files.pythonhosted.org/packages/f5/90/000736e587a720f8eef2bcd384456ce2add5ddfc3c63cf51a7ea13412cb6/gevent-21.1.2-cp36-cp36m-manylinux2010_x86_64.whl (5.5MB)
Collecting greenlet==1.0.0 (from -r requirements.txt (line 12))Downloading https://files.pythonhosted.org/packages/22/e2/9fbb24cf1ee89813ded3761314562a83a2822ad2bf5682eef0d0c99e2a5d/greenlet-1.0.0-cp36-cp36m-manylinux2010_x86_64.whl (156kB)
Collecting idna==2.10 (from -r requirements.txt (line 13))Downloading https://files.pythonhosted.org/packages/a2/38/928ddce2273eaa564f6f50de919327bf3a00f091b5baba8dfa9460f3a8a8/idna-2.10-py2.py3-none-any.whl (58kB)
Collecting importlib-metadata==3.7.2 (from -r requirements.txt (line 14))Downloading https://files.pythonhosted.org/packages/34/7c/15499080be7cbb30579630238c6472c7c3529deca03bfab7bdead6419cd1/importlib_metadata-3.7.2-py3-none-any.whl
Collecting itsdangerous==1.1.0 (from -r requirements.txt (line 15))Downloading https://files.pythonhosted.org/packages/76/ae/44b03b253d6fade317f32c24d100b3b35c2239807046a4c953c7b89fa49e/itsdangerous-1.1.0-py2.py3-none-any.whl
Collecting jinja2==2.11.3 (from -r requirements.txt (line 16))Downloading https://files.pythonhosted.org/packages/7e/c2/1eece8c95ddbc9b1aeb64f5783a9e07a286de42191b7204d67b7496ddf35/Jinja2-2.11.3-py2.py3-none-any.whl (125kB)
Collecting markdown==3.3.4 (from -r requirements.txt (line 17))Downloading https://files.pythonhosted.org/packages/6e/33/1ae0f71395e618d6140fbbc9587cc3156591f748226075e0f7d6f9176522/Markdown-3.3.4-py3-none-any.whl (97kB)
Collecting markupsafe==1.1.1 (from -r requirements.txt (line 18))Downloading https://files.pythonhosted.org/packages/9d/d3/75cddfad6ca1d1bb3a017cece499a65e54ceb4583800f1256b8ad07bb57f/MarkupSafe-1.1.1-cp36-cp36m-manylinux2010_x86_64.whl
Collecting mongoengine==0.23.0 (from -r requirements.txt (line 19))Downloading https://files.pythonhosted.org/packages/7e/6a/35699b1079aecebd88aae02ca3eb3a5a645cfd46a53c0df28b1e5c3e5768/mongoengine-0.23.0-py3-none-any.whl (107kB)
Collecting passlib==1.7.4 (from -r requirements.txt (line 20))Downloading https://files.pythonhosted.org/packages/3b/a4/ab6b7589382ca3df236e03faa71deac88cae040af60c071a78d254a62172/passlib-1.7.4-py2.py3-none-any.whl (525kB)
Collecting pycparser==2.20 (from -r requirements.txt (line 21))Downloading https://files.pythonhosted.org/packages/ae/e7/d9c3a176ca4b02024debf82342dab36efadfc5776f9c8db077e8f6e71821/pycparser-2.20-py2.py3-none-any.whl (112kB)
Collecting pymongo==3.11.3 (from -r requirements.txt (line 22))Downloading https://files.pythonhosted.org/packages/03/4b/2adf815a054b467e87de2b5c830dfc9bc75e9ae7f977b50e6bb8eca7c3ac/pymongo-3.11.3-cp36-cp36m-manylinux1_x86_64.whl (492kB)
Collecting pyopenssl==20.0.1 (from -r requirements.txt (line 23))Downloading https://files.pythonhosted.org/packages/b2/5e/06351ede29fd4899782ad335c2e02f1f862a887c20a3541f17c3fa1a3525/pyOpenSSL-20.0.1-py2.py3-none-any.whl (54kB)
Collecting python-dateutil==2.8.1 (from -r requirements.txt (line 24))Downloading https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl (227kB)
Collecting pyyaml==5.4.1 (from -r requirements.txt (line 25))Downloading https://files.pythonhosted.org/packages/7a/5b/bc0b5ab38247bba158504a410112b6c03f153c652734ece1849749e5f518/PyYAML-5.4.1-cp36-cp36m-manylinux1_x86_64.whl (640kB)
Collecting requests==2.25.1 (from -r requirements.txt (line 26))Downloading https://files.pythonhosted.org/packages/29/c1/24814557f1d22c56d50280771a17307e6bf87b70727d975fd6b2ce6b014a/requests-2.25.1-py2.py3-none-any.whl (61kB)
Collecting six==1.15.0 (from -r requirements.txt (line 27))Downloading https://files.pythonhosted.org/packages/ee/ff/48bde5c0f013094d729fe4b0316ba2a24774b3ff1c52d924a8a4cb04078a/six-1.15.0-py2.py3-none-any.whl
Collecting splunk-sdk==1.6.15 (from -r requirements.txt (line 28))Downloading https://files.pythonhosted.org/packages/9d/65/ca741361b7199b279cd83753ebbc9671e5364a850859864200a6caee6f63/splunk-sdk-1.6.15.tar.gz (105kB)
Collecting typing-extensions==3.7.4.3 (from -r requirements.txt (line 29))Downloading https://files.pythonhosted.org/packages/60/7a/e881b5abb54db0e6e671ab088d079c57ce54e8a01a3ca443f561ccadb37e/typing_extensions-3.7.4.3-py3-none-any.whl
Collecting urllib3==1.26.3 (from -r requirements.txt (line 30))Downloading https://files.pythonhosted.org/packages/23/fc/8a49991f7905261f9ca9df5aa9b58363c3c821ce3e7f671895442b7100f2/urllib3-1.26.3-py2.py3-none-any.whl (137kB)
Collecting werkzeug==1.0.1 (from -r requirements.txt (line 31))Downloading https://files.pythonhosted.org/packages/cc/94/5f7079a0e00bd6863ef8f1da638721e9da21e5bacee597595b318f71d62e/Werkzeug-1.0.1-py2.py3-none-any.whl (298kB)
Collecting zipp==3.4.1 (from -r requirements.txt (line 32))Downloading https://files.pythonhosted.org/packages/0f/8c/715c54e9e34c0c4820f616a913a7de3337d0cd79074dd1bed4dd840f16ae/zipp-3.4.1-py3-none-any.whl
Collecting zope.event==4.5.0 (from -r requirements.txt (line 33))Downloading https://files.pythonhosted.org/packages/9e/85/b45408c64f3b888976f1d5b37eed8d746b8d5729a66a49ec846fda27d371/zope.event-4.5.0-py2.py3-none-any.whl
Collecting zope.interface==5.2.0 (from -r requirements.txt (line 34))Downloading https://files.pythonhosted.org/packages/82/b0/da8afd9b3bd50c7665ecdac062f182982af1173c9081f9af7261091c5588/zope.interface-5.2.0-cp36-cp36m-manylinux2010_x86_64.whl (236kB)
Requirement already satisfied: setuptools in /usr/local/lib/python3.6/site-packages (from gevent==21.1.2->-r requirements.txt (line 11)) (41.0.1)
Building wheels for collected packages: antlr4-python3-runtime, splunk-sdkBuilding wheel for antlr4-python3-runtime (setup.py): startedBuilding wheel for antlr4-python3-runtime (setup.py): finished with status 'done'Stored in directory: /root/.cache/pip/wheels/91/71/b3/107269b49ae650db5158b5645960dea7802e3765624e5a1e1cBuilding wheel for splunk-sdk (setup.py): startedBuilding wheel for splunk-sdk (setup.py): finished with status 'done'Stored in directory: /root/.cache/pip/wheels/b6/d7/0f/0c62897973efc0b21e31712241396c099af237d0a866be8292
Successfully built antlr4-python3-runtime splunk-sdk
Installing collected packages: antlr4-python3-runtime, certifi, pycparser, cffi, chardet, click, cryptography, urllib3, elasticsearch, werkzeug, markupsafe, jinja2, itsdangerous, flask, greenlet, zope.interface, zope.event, gevent, gevent-websocket, idna, typing-extensions, zipp, importlib-metadata, markdown, pymongo, mongoengine, passlib, six, pyopenssl, python-dateutil, pyyaml, requests, splunk-sdk
Successfully installed antlr4-python3-runtime-4.9.1 certifi-2020.12.5 cffi-1.14.5 chardet-4.0.0 click-7.1.2 cryptography-3.4.6 elasticsearch-7.11.0 flask-1.1.2 gevent-21.1.2 gevent-websocket-0.10.1 greenlet-1.0.0 idna-2.10 importlib-metadata-3.7.2 itsdangerous-1.1.0 jinja2-2.11.3 markdown-3.3.4 markupsafe-1.1.1 mongoengine-0.23.0 passlib-1.7.4 pycparser-2.20 pymongo-3.11.3 pyopenssl-20.0.1 python-dateutil-2.8.1 pyyaml-5.4.1 requests-2.25.1 six-1.15.0 splunk-sdk-1.6.15 typing-extensions-3.7.4.3 urllib3-1.26.3 werkzeug-1.0.1 zipp-3.4.1 zope.event-4.5.0 zope.interface-5.2.0
WARNING: You are using pip version 19.1.1, however version 21.3.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.
Removing intermediate container 2d5b5bbd64ea---> f2fc4abc9d29
Step 6/8 : COPY . .---> f3c20447494f
Step 7/8 : COPY docker_defaults.yml conf/defaults.yml---> e316a7a9e83f
Step 8/8 : CMD /bin/bash docker_start.sh---> Running in c0072b683627
Removing intermediate container c0072b683627---> 32fde45d2e5a
Successfully built 32fde45d2e5a
Successfully tagged cascade:latest
[root@pig cascade-server]#
[root@pig cascade-server]# docker images
REPOSITORY TAG IMAGE ID CREATED SIZE
cascade latest 32fde45d2e5a About a minute ago 1.02GB
mongo 4.0 fb1435e8841c 3 months ago 430MB
python 3.6.8 48c06762acf0 3 years ago 924MB
[root@pig cascade-server]#
（4）启动cascade_web
cascade:latest构建完成后，就可以使用它来启动cascade_web服务了，这里同样要解决几个问题：
一是映射存储卷，-v cascade_conf:/opt/cascade-server/conf
二是映射服务端口，-p 5000:5000
三是服务名称，--name cascade_web
四是容器连接，应为该容器需要基于mongodb服务运作，所以需要使用 --link mongodb 连接
[root@pig cascade-server]# docker run -d -p 5000:5000 -v cascade_conf:/opt/cascade-server/conf --name cascade_web --link mongodb cascade:latest
ce61237d122891418ae8ad3e4212c82f9286d55c0c77dbeec6d2d3cf8dd35a9c
[root@pig cascade-server]# docker ps
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
ce61237d1228 cascade:latest "/bin/sh -c '/bin/ba…" 8 seconds ago Up 7 seconds 0.0.0.0:5000->5000/tcp, :::5000->5000/tcp cascade_web
a02c3ce1d886 mongo:4.0 "docker-entrypoint.s…" 27 minutes ago Up 18 minutes 127.0.0.1:27017->27017/tcp mongodb
[root@pig cascade-server]#
然后在宿主机浏览器中访问localhost:5000，就可以进入cascade的登陆页面了
这里有个疑问，是不是一定要建立这个连接？mongodb不是也被绑到了宿主机的27017端口上？而且之前我们在倒腾网络时不是也试过，从容器向外访问是没有问题的。
然而实际情况是不行，必须连接，否则cascade_web无法使用mongodb的数据库，从而导致create
account页面失效，无法创建用户。
具体表现就是这个按钮无论怎么点，页面就是没反应，也不会报任何错误：
至于cascade_jobs，我们就不在赘述了，反正一时半会也用不上。
4. 使用docker-compose部署cascade
经过手撸这一遍，我们对cascade的容器部署方式可以说是一步一步体验了一把，具体在直接使用docker-compose部署失败的时候怎么解决，就会比较容易的找到问题并进行解决：
一是cascade:latest的构建，Dockfile中的python基础镜像，需要使用3.6.8的版本。
二是docker-compose.yml中，按理说还是应该加上个依赖关系的。
改动后，依序使用docker-compose build和docker-compose up来构建镜像并启动服务：
[root@pig cascade-server]# docker-compose build
WARN[0000] The "http_proxy" variable is not set. Defaulting to a blank string.
WARN[0000] The "https_proxy" variable is not set. Defaulting to a blank string.
WARN[0000] The "no_proxy" variable is not set. Defaulting to a blank string.
Sending build context to Docker daemon 13.55MB
Step 1/8 : FROM python:3.6.8
3.6.8: Pulling from library/python
6f2f362378c5: Pull complete
494c27a8a6b8: Pull complete
7596bb83081b: Pull complete
372744b62d49: Pull complete
615db220d76c: Pull complete
1865698adfb0: Pull complete
7159b3304cc0: Pull complete
ad0713808ef6: Pull complete
7ba593904573: Pull complete
Digest: sha256:f20a9bfddd87c238c3d2316b4179222f219090cbb25d5b6975070d4dd4b75004
Status: Downloaded newer image for python:3.6.8---> 48c06762acf0
Step 2/8 : RUN mkdir -p /opt/cascade-server---> Running in 63773441106e---> 4f45921fe585
Step 3/8 : WORKDIR /opt/cascade-server---> Running in 54501192c07d---> 9e60ed4374a8
Step 4/8 : COPY requirements.txt .---> d8bba6608bd7
Step 5/8 : RUN pip install -r requirements.txt---> Running in 421de5fb3ca1
Collecting antlr4-python3-runtime==4.9.1 (from -r requirements.txt (line 2))Downloading https://files.pythonhosted.org/packages/0a/89/d1926c443bbfdc28321b1435bf9b05019e6d1cc7a685e32bbfb751cf3a78/antlr4-python3-runtime-4.9.1.tar.gz (173kB)
Collecting certifi==2020.12.5 (from -r requirements.txt (line 3))Downloading https://files.pythonhosted.org/packages/5e/a0/5f06e1e1d463903cf0c0eebeb751791119ed7a4b3737fdc9a77f1cdfb51f/certifi-2020.12.5-py2.py3-none-any.whl (147kB)
Collecting cffi==1.14.5 (from -r requirements.txt (line 4))Downloading https://files.pythonhosted.org/packages/2b/cf/9a3b04e57191a970836aeaa8b2075574f02fbdb65d6368457a2f13213e7f/cffi-1.14.5-cp36-cp36m-manylinux1_x86_64.whl (401kB)
Collecting chardet==4.0.0 (from -r requirements.txt (line 5))Downloading https://files.pythonhosted.org/packages/19/c7/fa589626997dd07bd87d9269342ccb74b1720384a4d739a1872bd84fbe68/chardet-4.0.0-py2.py3-none-any.whl (178kB)
Collecting click==7.1.2 (from -r requirements.txt (line 6))Downloading https://files.pythonhosted.org/packages/d2/3d/fa76db83bf75c4f8d338c2fd15c8d33fdd7ad23a9b5e57eb6c5de26b430e/click-7.1.2-py2.py3-none-any.whl (82kB)
Collecting cryptography==3.4.6 (from -r requirements.txt (line 7))Downloading https://files.pythonhosted.org/packages/2f/9f/ad80cfcf9fab90a32cf4e65048cee0936be8ac57cf2a3f63edb88a84eeaf/cryptography-3.4.6-cp36-abi3-manylinux2010_x86_64.whl (3.1MB)
Collecting elasticsearch==7.11.0 (from -r requirements.txt (line 8))Downloading https://files.pythonhosted.org/packages/72/68/76c5d46cc6a48fddb759f585bc8728caa11bfc9b812ce6705fc5f99beab2/elasticsearch-7.11.0-py2.py3-none-any.whl (325kB)
Collecting flask==1.1.2 (from -r requirements.txt (line 9))Downloading https://files.pythonhosted.org/packages/f2/28/2a03252dfb9ebf377f40fba6a7841b47083260bf8bd8e737b0c6952df83f/Flask-1.1.2-py2.py3-none-any.whl (94kB)
Collecting gevent-websocket==0.10.1 (from -r requirements.txt (line 10))Downloading https://files.pythonhosted.org/packages/7b/84/2dc373eb6493e00c884cc11e6c059ec97abae2678d42f06bf780570b0193/gevent_websocket-0.10.1-py3-none-any.whl
Collecting gevent==21.1.2 (from -r requirements.txt (line 11))Downloading https://files.pythonhosted.org/packages/f5/90/000736e587a720f8eef2bcd384456ce2add5ddfc3c63cf51a7ea13412cb6/gevent-21.1.2-cp36-cp36m-manylinux2010_x86_64.whl (5.5MB)
Collecting greenlet==1.0.0 (from -r requirements.txt (line 12))Downloading https://files.pythonhosted.org/packages/22/e2/9fbb24cf1ee89813ded3761314562a83a2822ad2bf5682eef0d0c99e2a5d/greenlet-1.0.0-cp36-cp36m-manylinux2010_x86_64.whl (156kB)
Collecting idna==2.10 (from -r requirements.txt (line 13))Downloading https://files.pythonhosted.org/packages/a2/38/928ddce2273eaa564f6f50de919327bf3a00f091b5baba8dfa9460f3a8a8/idna-2.10-py2.py3-none-any.whl (58kB)
Collecting importlib-metadata==3.7.2 (from -r requirements.txt (line 14))Downloading https://files.pythonhosted.org/packages/34/7c/15499080be7cbb30579630238c6472c7c3529deca03bfab7bdead6419cd1/importlib_metadata-3.7.2-py3-none-any.whl
Collecting itsdangerous==1.1.0 (from -r requirements.txt (line 15))Downloading https://files.pythonhosted.org/packages/76/ae/44b03b253d6fade317f32c24d100b3b35c2239807046a4c953c7b89fa49e/itsdangerous-1.1.0-py2.py3-none-any.whl
Collecting jinja2==2.11.3 (from -r requirements.txt (line 16))Downloading https://files.pythonhosted.org/packages/7e/c2/1eece8c95ddbc9b1aeb64f5783a9e07a286de42191b7204d67b7496ddf35/Jinja2-2.11.3-py2.py3-none-any.whl (125kB)
Collecting markdown==3.3.4 (from -r requirements.txt (line 17))Downloading https://files.pythonhosted.org/packages/6e/33/1ae0f71395e618d6140fbbc9587cc3156591f748226075e0f7d6f9176522/Markdown-3.3.4-py3-none-any.whl (97kB)
Collecting markupsafe==1.1.1 (from -r requirements.txt (line 18))Downloading https://files.pythonhosted.org/packages/9d/d3/75cddfad6ca1d1bb3a017cece499a65e54ceb4583800f1256b8ad07bb57f/MarkupSafe-1.1.1-cp36-cp36m-manylinux2010_x86_64.whl
Collecting mongoengine==0.23.0 (from -r requirements.txt (line 19))Downloading https://files.pythonhosted.org/packages/7e/6a/35699b1079aecebd88aae02ca3eb3a5a645cfd46a53c0df28b1e5c3e5768/mongoengine-0.23.0-py3-none-any.whl (107kB)
Collecting passlib==1.7.4 (from -r requirements.txt (line 20))Downloading https://files.pythonhosted.org/packages/3b/a4/ab6b7589382ca3df236e03faa71deac88cae040af60c071a78d254a62172/passlib-1.7.4-py2.py3-none-any.whl (525kB)
Collecting pycparser==2.20 (from -r requirements.txt (line 21))Downloading https://files.pythonhosted.org/packages/ae/e7/d9c3a176ca4b02024debf82342dab36efadfc5776f9c8db077e8f6e71821/pycparser-2.20-py2.py3-none-any.whl (112kB)
Collecting pymongo==3.11.3 (from -r requirements.txt (line 22))Downloading https://files.pythonhosted.org/packages/03/4b/2adf815a054b467e87de2b5c830dfc9bc75e9ae7f977b50e6bb8eca7c3ac/pymongo-3.11.3-cp36-cp36m-manylinux1_x86_64.whl (492kB)
Collecting pyopenssl==20.0.1 (from -r requirements.txt (line 23))Downloading https://files.pythonhosted.org/packages/b2/5e/06351ede29fd4899782ad335c2e02f1f862a887c20a3541f17c3fa1a3525/pyOpenSSL-20.0.1-py2.py3-none-any.whl (54kB)
Collecting python-dateutil==2.8.1 (from -r requirements.txt (line 24))Downloading https://files.pythonhosted.org/packages/d4/70/d60450c3dd48ef87586924207ae8907090de0b306af2bce5d134d78615cb/python_dateutil-2.8.1-py2.py3-none-any.whl (227kB)
Collecting pyyaml==5.4.1 (from -r requirements.txt (line 25))Downloading https://files.pythonhosted.org/packages/7a/5b/bc0b5ab38247bba158504a410112b6c03f153c652734ece1849749e5f518/PyYAML-5.4.1-cp36-cp36m-manylinux1_x86_64.whl (640kB)
Collecting requests==2.25.1 (from -r requirements.txt (line 26))Downloading https://files.pythonhosted.org/packages/29/c1/24814557f1d22c56d50280771a17307e6bf87b70727d975fd6b2ce6b014a/requests-2.25.1-py2.py3-none-any.whl (61kB)
Collecting six==1.15.0 (from -r requirements.txt (line 27))Downloading https://files.pythonhosted.org/packages/ee/ff/48bde5c0f013094d729fe4b0316ba2a24774b3ff1c52d924a8a4cb04078a/six-1.15.0-py2.py3-none-any.whl
Collecting splunk-sdk==1.6.15 (from -r requirements.txt (line 28))Downloading https://files.pythonhosted.org/packages/9d/65/ca741361b7199b279cd83753ebbc9671e5364a850859864200a6caee6f63/splunk-sdk-1.6.15.tar.gz (105kB)
Collecting typing-extensions==3.7.4.3 (from -r requirements.txt (line 29))Downloading https://files.pythonhosted.org/packages/60/7a/e881b5abb54db0e6e671ab088d079c57ce54e8a01a3ca443f561ccadb37e/typing_extensions-3.7.4.3-py3-none-any.whl
Collecting urllib3==1.26.3 (from -r requirements.txt (line 30))Downloading https://files.pythonhosted.org/packages/23/fc/8a49991f7905261f9ca9df5aa9b58363c3c821ce3e7f671895442b7100f2/urllib3-1.26.3-py2.py3-none-any.whl (137kB)
Collecting werkzeug==1.0.1 (from -r requirements.txt (line 31))Downloading https://files.pythonhosted.org/packages/cc/94/5f7079a0e00bd6863ef8f1da638721e9da21e5bacee597595b318f71d62e/Werkzeug-1.0.1-py2.py3-none-any.whl (298kB)
Collecting zipp==3.4.1 (from -r requirements.txt (line 32))Downloading https://files.pythonhosted.org/packages/0f/8c/715c54e9e34c0c4820f616a913a7de3337d0cd79074dd1bed4dd840f16ae/zipp-3.4.1-py3-none-any.whl
Collecting zope.event==4.5.0 (from -r requirements.txt (line 33))Downloading https://files.pythonhosted.org/packages/9e/85/b45408c64f3b888976f1d5b37eed8d746b8d5729a66a49ec846fda27d371/zope.event-4.5.0-py2.py3-none-any.whl
Collecting zope.interface==5.2.0 (from -r requirements.txt (line 34))Downloading https://files.pythonhosted.org/packages/82/b0/da8afd9b3bd50c7665ecdac062f182982af1173c9081f9af7261091c5588/zope.interface-5.2.0-cp36-cp36m-manylinux2010_x86_64.whl (236kB)
Requirement already satisfied: setuptools in /usr/local/lib/python3.6/site-packages (from gevent==21.1.2->-r requirements.txt (line 11)) (41.0.1)
Building wheels for collected packages: antlr4-python3-runtime, splunk-sdkBuilding wheel for antlr4-python3-runtime (setup.py): startedBuilding wheel for antlr4-python3-runtime (setup.py): finished with status 'done'Stored in directory: /root/.cache/pip/wheels/91/71/b3/107269b49ae650db5158b5645960dea7802e3765624e5a1e1cBuilding wheel for splunk-sdk (setup.py): startedBuilding wheel for splunk-sdk (setup.py): finished with status 'done'Stored in directory: /root/.cache/pip/wheels/b6/d7/0f/0c62897973efc0b21e31712241396c099af237d0a866be8292
Successfully built antlr4-python3-runtime splunk-sdk
Installing collected packages: antlr4-python3-runtime, certifi, pycparser, cffi, chardet, click, cryptography, urllib3, elasticsearch, markupsafe, jinja2, itsdangerous, werkzeug, flask, zope.interface, greenlet, zope.event, gevent, gevent-websocket, idna, typing-extensions, zipp, importlib-metadata, markdown, pymongo, mongoengine, passlib, six, pyopenssl, python-dateutil, pyyaml, requests, splunk-sdk
Successfully installed antlr4-python3-runtime-4.9.1 certifi-2020.12.5 cffi-1.14.5 chardet-4.0.0 click-7.1.2 cryptography-3.4.6 elasticsearch-7.11.0 flask-1.1.2 gevent-21.1.2 gevent-websocket-0.10.1 greenlet-1.0.0 idna-2.10 importlib-metadata-3.7.2 itsdangerous-1.1.0 jinja2-2.11.3 markdown-3.3.4 markupsafe-1.1.1 mongoengine-0.23.0 passlib-1.7.4 pycparser-2.20 pymongo-3.11.3 pyopenssl-20.0.1 python-dateutil-2.8.1 pyyaml-5.4.1 requests-2.25.1 six-1.15.0 splunk-sdk-1.6.15 typing-extensions-3.7.4.3 urllib3-1.26.3 werkzeug-1.0.1 zipp-3.4.1 zope.event-4.5.0 zope.interface-5.2.0
WARNING: You are using pip version 19.1.1, however version 21.3.1 is available.
You should consider upgrading via the 'pip install --upgrade pip' command.---> 4800aff9357c
Step 6/8 : COPY . .---> a8f6e4a6d686
Step 7/8 : COPY docker_defaults.yml conf/defaults.yml---> d4641c2b07b2
Step 8/8 : CMD /bin/bash docker_start.sh---> Running in ce43e538eb5b---> 95e91c0b9574
Successfully built 95e91c0b9574
Successfully tagged cascade:latestUse 'docker scan' to run Snyk tests against images to find vulnerabilities and learn how to fix them
启动
[root@pig cascade-server]# docker-compose up
WARN[0000] The "http_proxy" variable is not set. Defaulting to a blank string.
WARN[0000] The "https_proxy" variable is not set. Defaulting to a blank string.
WARN[0000] The "no_proxy" variable is not set. Defaulting to a blank string.
[+] Running 13/13⠿ mongodb Pulled 40.1s⠿ 58690f9b18fc Pull complete 14.6s⠿ b51569e7c507 Pull complete 14.7s⠿ da8ef40b9eca Pull complete 14.7s⠿ fb15d46c38dc Pull complete 14.8s⠿ a0dc15b16822 Pull complete 14.9s⠿ b7a3e92f19af Pull complete 15.1s⠿ ed4a7b863fa1 Pull complete 15.2s⠿ a58b030ea8e4 Pull complete 15.3s⠿ 6aa1ba699846 Pull complete 15.3s⠿ ebc52c729dca Pull complete 15.4s⠿ 52e8c440d4d6 Pull complete 35.2s⠿ 22b97876323d Pull complete 35.3s
[+] Running 6/4⠿ Network cascade-server_default Created 0.1s⠿ Volume "cascade-server_cascade_conf" Created 0.0s⠿ Volume "cascade-server_mongo_data" Created 0.0s⠿ Container cascade-server-mongodb-1 Created 0.1s⠿ Container cascade-server-cascade_web-1 Created 0.0s⠿ Container cascade-server-cascade_jobs-1 Created 0.0s
Attaching to cascade-server-cascade_jobs-1, cascade-server-cascade_web-1, cascade-server-mongodb-1
cascade-server-mongodb-1 | 2022-12-09T08:21:27.506+0000 I CONTROL [main] Automatically disabling TLS 1.0, to force-enable TLS 1.0 specify --sslDisabledProtocols 'none'
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] MongoDB starting : pid=1 port=27017 dbpath=/data/db 64-bit host=be82165789b2
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] db version v4.0.28
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] git version: af1a9dc12adcfa83cc19571cb3faba26eeddac92
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] OpenSSL version: OpenSSL 1.0.2g 1 Mar 2016
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] allocator: tcmalloc
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] modules: none
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] build environment:
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] distmod: ubuntu1604
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] distarch: x86_64
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] target_arch: x86_64
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I CONTROL [initandlisten] options: { net: { bindIpAll: true } }
cascade-server-mongodb-1 | 2022-12-09T08:21:27.508+0000 I STORAGE [initandlisten] wiredtiger_open config: create,cache_size=380M,cache_overflow=(file_max=0M),session_max=20000,eviction=(threads_min=4,threads_max=4),config_base=false,statistics=(fast),log=(enabled=true,archive=true,path=journal,compressor=snappy),file_manager=(close_idle_time=100000),statistics_log=(wait=0),verbose=(recovery_progress),
cascade-server-mongodb-1 | 2022-12-09T08:21:27.639+0000 I STORAGE [initandlisten] WiredTiger message [1670574087:639595][1:0x7f11867b7a80], txn-recover: Set global recovery timestamp: 0
cascade-server-mongodb-1 | 2022-12-09T08:21:27.644+0000 I RECOVERY [initandlisten] WiredTiger recoveryTimestamp. Ts: Timestamp(0, 0)
cascade-server-mongodb-1 | 2022-12-09T08:21:27.649+0000 I STORAGE [initandlisten] Starting to check the table logging settings for existing WiredTiger tables
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten]
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten] ** WARNING: Access control is not enabled for the database.
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten] ** Read and write access to data and configuration is unrestricted.
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten]
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten]
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten] ** WARNING: /sys/kernel/mm/transparent_hugepage/enabled is 'always'.
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten] ** We suggest setting it to 'never'
cascade-server-mongodb-1 | 2022-12-09T08:21:27.651+0000 I CONTROL [initandlisten]
cascade-server-mongodb-1 | 2022-12-09T08:21:27.652+0000 I STORAGE [initandlisten] createCollection: admin.system.version with provided UUID: 3c8f1749-ef2c-49ee-9652-0c0b6df3490a
cascade-server-mongodb-1 | 2022-12-09T08:21:27.667+0000 I COMMAND [initandlisten] setting featureCompatibilityVersion to 4.0
cascade-server-mongodb-1 | 2022-12-09T08:21:27.667+0000 I STORAGE [initandlisten] Finished adjusting the table logging settings for existing WiredTiger tables
cascade-server-mongodb-1 | 2022-12-09T08:21:27.667+0000 I STORAGE [initandlisten] createCollection: local.startup_log with generated UUID: 176160dd-867f-4c08-aa21-aa62e1aa0b43
cascade-server-mongodb-1 | 2022-12-09T08:21:27.677+0000 I FTDC [initandlisten] Initializing full-time diagnostic data capture with directory '/data/db/diagnostic.data'
cascade-server-mongodb-1 | 2022-12-09T08:21:27.681+0000 I STORAGE [LogicalSessionCacheRefresh] createCollection: config.system.sessions with generated UUID: 171b33f1-c619-43ac-88d4-e76f24cd5766
cascade-server-mongodb-1 | 2022-12-09T08:21:27.682+0000 I NETWORK [initandlisten] waiting for connections on port 27017
cascade-server-mongodb-1 | 2022-12-09T08:21:27.697+0000 I INDEX [LogicalSessionCacheRefresh] build index on: config.system.sessions properties: { v: 2, key: { lastUse: 1 }, name: "lsidTTLIndex", ns: "config.system.sessions", expireAfterSeconds: 1800 }
cascade-server-mongodb-1 | 2022-12-09T08:21:27.697+0000 I INDEX [LogicalSessionCacheRefresh] building index using bulk method; build may temporarily use up to 500 megabytes of RAM
cascade-server-mongodb-1 | 2022-12-09T08:21:27.699+0000 I INDEX [LogicalSessionCacheRefresh] build index done. scanned 0 total records. 0 secs
cascade-server-cascade_web-1 | cascade.yml not found. Generating new config file from defaults
cascade-server-mongodb-1 | 2022-12-09T08:21:30.039+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60212 #1 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.040+0000 I NETWORK [conn1] received client metadata from 172.18.0.3:60212 conn1: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.045+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60214 #2 (2 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.046+0000 I NETWORK [conn2] received client metadata from 172.18.0.3:60214 conn2: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.048+0000 I STORAGE [conn2] createCollection: cascade2.attack_technique with generated UUID: e220274c-af1e-4beb-a086-6b9df32bcf65
cascade-server-mongodb-1 | 2022-12-09T08:21:30.082+0000 I STORAGE [conn2] createCollection: cascade2.attack_tactic with generated UUID: b2e0c2db-e9c8-43cb-9227-07446bb05fa0
cascade-server-mongodb-1 | 2022-12-09T08:21:30.100+0000 I NETWORK [conn2] end connection 172.18.0.3:60214 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.103+0000 I NETWORK [conn1] end connection 172.18.0.3:60212 (0 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.106+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60216 #3 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.107+0000 I NETWORK [conn3] received client metadata from 172.18.0.3:60216 conn3: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.113+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60218 #4 (2 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.114+0000 I NETWORK [conn4] received client metadata from 172.18.0.3:60218 conn4: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.117+0000 I STORAGE [conn4] createCollection: cascade2.analytic with generated UUID: 34fee893-e4f0-450d-b090-69c3b92a002b
cascade-server-mongodb-1 | 2022-12-09T08:21:30.136+0000 I NETWORK [conn4] end connection 172.18.0.3:60218 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.136+0000 I NETWORK [conn3] end connection 172.18.0.3:60216 (0 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.141+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60220 #5 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.141+0000 I NETWORK [conn5] received client metadata from 172.18.0.3:60220 conn5: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.148+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60222 #6 (2 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.148+0000 I NETWORK [conn6] received client metadata from 172.18.0.3:60222 conn6: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.149+0000 I STORAGE [conn6] createCollection: cascade2.session with generated UUID: 2ea3906d-d835-49ec-ac57-a0f659b17336
cascade-server-cascade_web-1 | Automatically updated configuration settings for CASCADE based on defaults.yml
cascade-server-cascade_web-1 |
cascade-server-cascade_web-1 | Initializing database...
cascade-server-cascade_web-1 | Importing collection attack_technique
cascade-server-cascade_web-1 | Importing collection attack_tactic
cascade-server-cascade_web-1 | Importing collection analytic
cascade-server-cascade_web-1 | Importing collection session
cascade-server-mongodb-1 | 2022-12-09T08:21:30.164+0000 I NETWORK [conn6] end connection 172.18.0.3:60222 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.165+0000 I NETWORK [conn5] end connection 172.18.0.3:60220 (0 connections now open)
cascade-server-cascade_jobs-1 | /opt/cascade-server/app/async_wrapper.py:44: MonkeyPatchWarning: Monkey-patching ssl after ssl has already been imported may lead to errors, including RecursionError on Python 3.6. It may also silently lead to incorrect behaviour on Python 3.7. Please monkey-patch earlier. See https://github.com/gevent/gevent/issues/1016. Modules that had direct imports (NOT patched): ['pymongo.ssl_context (/usr/local/lib/python3.6/site-packages/pymongo/ssl_context.py)', 'urllib3.util.ssl_ (/usr/local/lib/python3.6/site-packages/urllib3/util/ssl_.py)', 'urllib3.util (/usr/local/lib/python3.6/site-packages/urllib3/util/__init__.py)'].
cascade-server-cascade_jobs-1 | gevent.monkey.patch_all()
cascade-server-cascade_jobs-1 | 2022-12-09 08:21:30,934 | INFO | app.cascade.runner | Resetting all dispatched events
cascade-server-mongodb-1 | 2022-12-09T08:21:30.945+0000 I NETWORK [listener] connection accepted from 172.18.0.4:39758 #7 (1 connection now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.947+0000 I NETWORK [conn7] received client metadata from 172.18.0.4:39758 conn7: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.952+0000 I NETWORK [listener] connection accepted from 172.18.0.4:39760 #8 (2 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:30.954+0000 I NETWORK [conn8] received client metadata from 172.18.0.4:39760 conn8: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }
cascade-server-mongodb-1 | 2022-12-09T08:21:30.956+0000 I STORAGE [conn8] createCollection: cascade2.job with generated UUID: ec9855be-f877-4cd8-8fa6-175d6b827c20
cascade-server-mongodb-1 | 2022-12-09T08:21:31.011+0000 I INDEX [conn8] build index on: cascade2.job properties: { v: 2, unique: true, key: { uuid: 1 }, name: "uuid_1", ns: "cascade2.job", background: false }
cascade-server-mongodb-1 | 2022-12-09T08:21:31.011+0000 I INDEX [conn8] building index using bulk method; build may temporarily use up to 500 megabytes of RAM
cascade-server-mongodb-1 | 2022-12-09T08:21:31.013+0000 I INDEX [conn8] build index done. scanned 0 total records. 0 secs
cascade-server-mongodb-1 | 2022-12-09T08:21:31.017+0000 I INDEX [conn8] build index on: cascade2.job properties: { v: 2, key: { _cls: 1 }, name: "_cls_1", ns: "cascade2.job", background: false }
cascade-server-mongodb-1 | 2022-12-09T08:21:31.017+0000 I INDEX [conn8] building index using bulk method; build may temporarily use up to 500 megabytes of RAM
cascade-server-cascade_jobs-1 | 2022-12-09 08:21:31,024 | INFO | app.cascade.runner | Waiting for worker events...
cascade-server-mongodb-1 | 2022-12-09T08:21:31.019+0000 I INDEX [conn8] build index done. scanned 0 total records. 0 secs
cascade-server-cascade_web-1 | 2022-12-09 08:21:31,204 | WARNING | app.plugins | Couldn't find plugin directory at ./plugins (will not load plugins)
cascade-server-mongodb-1 | 2022-12-09T08:21:31.369+0000 I NETWORK [listener] connection accepted from 172.18.0.3:60228 #9 (3 connections now open)
cascade-server-mongodb-1 | 2022-12-09T08:21:31.370+0000 I NETWORK [conn9] received client metadata from 172.18.0.3:60228 conn9: { driver: { name: "PyMongo", version: "3.11.3" }, os: { type: "Linux", name: "Linux", architecture: "x86_64", version: "4.18.0-373.el8.x86_64" }, platform: "CPython 3.6.8.final.0" }可以看到，现在这个安装部署就不是一般的简洁了。
四、Cascade的使用
创建好用户，登陆进去以后，在sessions菜单下，有个upload选项，可以供我们将mitre提供的示例数据载入进去体验一下：
点击，在弹出对话框中选择“choose file”，选择在cascade-server/misc目录下的brawl-public-game-001.bson。
打开后upload
成功后数据就被载入了，关闭即可
喝口茶等机器折腾会，然后刷新一下页面，再次看看sessions菜单，会发现这次多出来了刚才我们加入的数据（也就是被cascade-server成为session的一次数据分析任务） 
选择以后，就可以看到载入的数据的统计信息了
然后就可以开始愉快的玩耍了：
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埃菲尔铁塔在哪 中国仿建埃菲尔...
2019年4月26日，广西南宁市，街头惊现一座巨型山寨版埃菲尔铁塔，高约20米，白色塔身，造型逼真，...
苗族的传统节日 贵州苗族节日有...
【岜沙苗族芦笙节】岜沙，苗语叫“分送”，距从江县城7.5公里，是世界上最崇拜树木并以树为神的枪手部落...
北京的名胜古迹 北京最著名的景...
北京从元代开始，逐渐走上帝国首都的道路，先是成为大辽朝五大首都之一的南京城，随着金灭辽，金代从海陵王...
世界上最漂亮的人 世界上最漂亮...
此前在某网上，选出了全球265万颜值姣好的女性。从这些数量庞大的女性群体中，人们投票选出了心目中最美...
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昨天介绍了西坡的景点详细请看链接：一个人的旅行，据说能看到长白山天池全凭运气，您的运气如何？今日介绍...
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---IT小技术，每天Get一个小技能！一、前言描述苹果IPad2居然不能安装怎么办？与此IPad不...
脚上的穴位图 脚面经络图对应的...
人体穴位作用图解大全更清晰直观的标注了各个人体穴位的作用，包括头部穴位图、胸部穴位图、背部穴位图、胳...
猫咪吃了塑料袋怎么办 猫咪误食...
你知道吗？塑料袋放久了会长猫哦！要说猫咪对塑料袋的喜爱程度完完全全可以媲美纸箱家里只要一有塑料袋的响...
demo什么意思 demo版本...
618快到了，各位的小金库大概也在准备开闸放水了吧。没有小金库的，也该向老婆撒娇卖萌服个软了，一切只...