diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9cfade0 --- /dev/null +++ b/.gitignore @@ -0,0 +1,155 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintainted in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/README.md b/README.md index 21b01d7..a195c63 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,149 @@ -# RmEye -戎马之眼是一个window上的基于att&ck模型的威胁监控工具.有效检测常见的未知威胁与已知威胁.防守方的利剑 +![image](Image/logo.png) + +# DuckSysEye +SysEye是一个window上的基于att&ck现代EDR设计思想的威胁响应工具. +不同于EDR,它轻量、高效.自身定位是轻量级威胁检出工具. +而不是繁重的、需要付费的、效果不明的所谓的EDR + +### 功能特点 +1. 基于att&ck设计.所有设计只是为了符合att&ck的攻击路径、攻击链(虽然规则里面没有标注T因为懒惰) +2. 轻量、高效.为了不适用繁重超占内存的ELK设计思路,而且要保证检出的同时保证不会太重,agent端使用了大量规则过滤,这样才使得后端使用sqlite作为数据库成为可能.单机日志平均一天4M.此外轻量级别的客户端一天只占40-400KB的内存. +3. 行为检出,让免杀成为过去式.基于att&ck设计,只看行为不看文件.文件类免杀已经成为过去式. +4. 高扩展性.可随需求定制功能 + +### SysEye 之所以不是 Edr/Xdr/Mdr/Ndr/XXXXXdr +1. SysEye没有流量监控 +2. SysEye仅覆盖20%左右的datasource +3. SysEye没有联动WAF、IPS/IDS +4. SysEye没有实时拦截功能 +5. 对RPC、COM、ALPC基本无能为力 +6. 不支持更高级的扩展检测,如检测脚本、下发规则,主机链 +7. 受限于Sysmon,很多att&ck的T没有覆盖,也无法覆盖. +请牢记,SysEye自身定位是轻量级威胁检出工具 + +### 检出截图 +威胁列表: +![image](Image/1.png) +powershell: +![image](Image/2.png) +apt样本: +![image](Image/3.png) +勒索软件: +![image](Image/4.png) +网站入侵提权到执行cobalt strike: +![image](Image/5.png) +offic宏钓鱼: +![image](Image/6.png) + +### 待做列表 +1. 更好的前端(目前是VUE-CDN模式,不太好,想换成VUE-CLI) 已经完成 +2. 日志回放【目前重点】 +3. 威胁狩猎【目前重点】 +4. att&ck热力图 +5. 在线规则编辑器 +6. 内网横向检测 +7. iis、apache、nginx日志搜集分析(aka: XDR的实现) +8. 集成反病毒引擎 +9. 完善目前的插件系统【目前重点】 +10. 云日志检测能力【目前重点】 +### 安装 +下载release( xxxxxxxx ),里面有客户端,服务端自行clone本项目 +服务端是python3编写,安装完依赖库后输入 +``` +python webserver.py +``` +即可部署 +服务端部署后,修改config.py里面的 +``` +# 检出阈值,越高越难检出但是也会越准确 +MAX_THREAT_SCORE = 170 + +# 授权访问主站的IP列表.如果不在后台里面则不能访问后台 +ALLOW_ACCESS_IP = ['127.0.0.1'] +``` +MAX_THREAT_SCORE代表报警分数,意思为进程链总分超过此分数则报警,越高越准但是也会漏报 +ALLOW_ACCESS_IP代表允许的IP,只有在此名单里面的IP才能访问后台.请增加自己的IP地址 + +客户端则编辑config.ini +``` +[communication] +server = http://192.168.111.189:5000 +``` +其中server改成你的服务端的地址 +然后分发三个文件给客户端并且放在同一目录: +config.ini、install.cmd、SysEye.exe、sysmon.xml、Sysmon64.exe +之后管理员身份运行install.cmd安装sysmon与syseye +访问 http://服务器ip:5000(flask默认端口) 查看后台 +当然一开始啥数据也没有,为了确认是否安装成功可以将webserver.py中的 +``` + flask_log = logging.getLogger('werkzeug') + flask_log.setLevel(logging.ERROR) +``` +注释掉,检查有没有客户端的请求即可 +手动安装(cmd脚本其实执行了这些命令): +``` +//安装sysmon: +sysmon -i +//sysmon加载配置项 +sysmon -c sysmon.xml +//安装syseye +syseye /install +``` + +### 卸载 +卸载syseye: +在syseye目录下执行 +``` +SysEye /uninstall +``` +如果您需要卸载sysmon +执行 +``` +sysmon /uninstall +``` +即可干净卫生的卸载掉Syseye + +### 规则相关的问题 +1. 规则目前仅120条,很多攻击面没有覆盖,其他规则请访问《社区》 +2. 规则目前只支持rule_engine与yara的规则,其中yara的规则支持是以插件的形式支持 +3. 目前的规则字段完全依赖sysmon的字段,sysmon的字段请检查根目录下的provider.json(但是请记住纯小写,自行做大小写转换) + +规则目前有两种规则: +rule_engine: +如检测由CMD启动的ipconfig: +``` +{ + 'rules': [ + 'originalfilename =~ ".*cmd.exe" and commandline =~ ".*ipconfig.*"', + ], + 'score': 80, + 'name': 'cmd启动ipconfig' +}, +``` +分数代表的是本次规则给进程链所增加的分数,报警是根据前面的MAX_THREAT_SCORE设置的 + +具体编写方法请移步: +https://github.com/zeroSteiner/rule-engine + +yara,需要安装插件,具体请看交流部分 + +### 第三方引用库 +1. sysmon +https://docs.microsoft.com/zh-cn/sysinternals/downloads/sysmon +2. rule_engine +https://github.com/zeroSteiner/rule-engine +3. yara +https://github.com/VirusTotal/yara +4. sysmon-config(客户端使用的默认的规则,但是我做了一些修改) +https://github.com/SwiftOnSecurity/sysmon-config +请遵守相关库的开源协议.相关法律风险本项目不负任何责任 + +### 交流 +开源的目的不是为了免费填鸭式教学,或者被免费拿去发公众号引流、去拿去集成产品方案去赚钱,而是要一起完善这个工具,从而实现共赢. +目前我们有一个社区,供大家交流. +社区地址:http://xxxxxxxxxx + +### 特别感谢 +@Pwn0x01 yara插件 +@zeroSteiner 规则引擎插件 +@SwiftOnSecurity 客户端规则 diff --git a/Server/config.py b/Server/config.py new file mode 100644 index 0000000..1e43f02 --- /dev/null +++ b/Server/config.py @@ -0,0 +1,4 @@ +# 检出阈值,越高越难检出但是也会越准确 +MAX_THREAT_SCORE = 170 +# 授权访问主站的IP列表.如果不在后台里面则不能访问后台 +ALLOW_ACCESS_IP = ['127.0.0.1'] diff --git a/Server/global_vars.py b/Server/global_vars.py new file mode 100644 index 0000000..0afd1d0 --- /dev/null +++ b/Server/global_vars.py @@ -0,0 +1,11 @@ +import os + + +THREAT_TYPE_NONE = -1 +THREAT_TYPE_PROCESS = 0 +THREAT_TYPE_ROOTKIT = 1 +THREAT_TYPE_LM = 2 +THREAT_TYPE_HOSTSTATUS = 3 +THREAT_TYPE_NETWORK = 4 +PLUGS_PATH = os.path.dirname(os.path.realpath(__file__)) + "\\plugins\\" +g_plugs = [] diff --git a/Server/log.py b/Server/log.py new file mode 100644 index 0000000..55240e9 --- /dev/null +++ b/Server/log.py @@ -0,0 +1,195 @@ +import json +import time + +import process +import rule +import sql +import global_vars +import config +import plugin + + +def process_log(host, json_log, raw_log): + log = json_log["data"] + had_threat = global_vars.THREAT_TYPE_NONE + current_process: process.Process = None + rule_hit_name = "" + score = 0 + chain_hash = "" + params = "" + user = "" + + if json_log["action"] == "processcreate": + pid = log["processid"] + ppid = log["parentprocessid"] + path = log["image"] + params = log["commandline"] + user = log["user"] + hash = log["hashes"].split(",")[0].split("=")[1] + + parent_pid = log["parentprocessid"] + parent_ppid = parent_pid + parent_path = log["parentimage"] + parent_params = log["parentcommandline"] + parent_user = log["parentuser"] + create_time = int(round(time.time() * 1000)) + + if path in process.skip_process_path or path in process.skip_process_path: + return + parent_process: process.Process = process.get_process_by_pid(ppid) + score, rule_hit_name = rule.calc_score_in_create_process(log) + if hash in process.skip_md5: + return + if parent_process is None or parent_path in process.root_process_path: + # build a process + parent_process = process.Process( + parent_pid, + parent_ppid, + parent_path, + parent_params, + create_time - 1, + "None", + parent_user, + host, + ) + child = process.Process( + pid, ppid, path, params, create_time, hash, parent_user, host + ) + chain = process.create_chain(parent_process) + chain.add_process(child, parent_pid) + current_process = child + if score > 0: + child.set_score(score, rule_hit_name) + had_threat = global_vars.THREAT_TYPE_PROCESS + else: + child = process.Process( + pid, ppid, path, params, create_time, hash, user, host + ) + parent_process.chain.add_process(child, ppid) + current_process = child + if score > 0: + child.set_score(score, rule_hit_name) + had_threat = global_vars.THREAT_TYPE_PROCESS + + had_threat_plugin = plugin.dispath_rule_new_process_create( + host, current_process, raw_log, json_log + ) + if had_threat == global_vars.THREAT_TYPE_NONE: + had_threat = had_threat_plugin + elif json_log["action"] == "processterminal": + pid = log["processid"] + current_process = process.get_process_by_pid(pid) + if current_process is not None: + plugin.dispath_process_terminal(host, current_process, raw_log, json_log) + current_process.active = False + current_process.chain.terminate_count += 1 + if current_process.chain.terminate_count >= ( + current_process.chain.active_count - 1 + ): + current_process.chain.active = False + if current_process.chain.risk_score >= config.MAX_THREAT_SCORE: + sql.update_threat_log( + host, + current_process.chain.risk_score, + json.dumps(current_process.chain.operationlist), + current_process.chain.hash, + current_process.chain.get_json(), + global_vars.THREAT_TYPE_PROCESS, + True, + ) + process.g_ProcessChainList.remove(current_process.chain) + elif "processid" in log: + current_process = process.get_process_by_pid(log["processid"]) + if current_process is not None: + log["action"] = json_log["action"] + score, rule_hit_name = rule.calc_score_in_action(log) + if score > 0: + current_process.set_score(score, rule_hit_name) + had_threat = global_vars.THREAT_TYPE_PROCESS + had_threat_plugin = plugin.dispath_rule_new_process_action( + host, current_process, raw_log, json_log + ) + if had_threat == global_vars.THREAT_TYPE_NONE: + had_threat = had_threat_plugin + + if current_process is not None: + if current_process.chain.risk_score >= config.MAX_THREAT_SCORE: + if had_threat == global_vars.THREAT_TYPE_PROCESS: + current_process.chain.update_process_tree() + threat = sql.select_threat_by_chain_id( + host, current_process.chain.hash, global_vars.THREAT_TYPE_PROCESS + ) + if len(threat) == 0: + process_info: process.Process = None + + if len(current_process.chain.process_list) > 1: + process_info = current_process.chain.process_list[1] + else: + process_info = current_process + info_save_data = { + "path": process_info.path, + "hash": process_info.md5, + "params": process_info.params, + "user": process_info.user, + "create_time": process_info.time, + } + sql.push_threat_log( + host, + current_process.chain.risk_score, + json.dumps(current_process.chain.operationlist), + current_process.chain.hash, + current_process.chain.get_json(), + global_vars.THREAT_TYPE_PROCESS, + json.dumps(info_save_data), + ) + else: + sql.update_threat_log( + host, + current_process.chain.risk_score, + json.dumps(current_process.chain.operationlist), + current_process.chain.hash, + current_process.chain.get_json(), + global_vars.THREAT_TYPE_PROCESS, + current_process.chain.active == False, + ) + parent_pid = 0 + target_pid = 0 + self_hash = "" + target_image_path = "" + target_hash = "" + raw_json_log = json.loads(raw_log) + + if current_process is not None: + chain_hash = current_process.chain.hash + parent_pid = current_process.ppid + if "TargetProcessId" in raw_json_log: + target_process: process.Process = current_process.chain.find_process_by_pid( + raw_json_log["TargetProcessId"] + ) + target_pid = target_process.pid + target_image_path = target_process.path + target_hash = target_process.md5 + self_hash = current_process.md5 + + sql.push_process_raw( + host, + raw_json_log, + rule_hit_name, + score, + chain_hash, + had_threat, + parent_pid, + target_pid, + self_hash, + target_image_path, + target_hash, + params, + user, + ) + + """ + for iter in process.g_ProcessChainList: + item: process.Process = iter + if item.risk_score >= config.MAX_THREAT_SCORE: + item.print_process() + """ diff --git a/Server/plugin.py b/Server/plugin.py new file mode 100644 index 0000000..a68edc3 --- /dev/null +++ b/Server/plugin.py @@ -0,0 +1,111 @@ +from imp import find_module, load_module +import global_vars +import sys +import os + + +def reload_plugs(): + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + del sys.modules[plug_obj.__name__] + del plug_obj + global_vars.g_plugs = walk_path_get_plugs( + global_vars.PLUGS_PATH) + + +def walk_path_get_plugs(pPath): + plugs = [] + for root, dirs, files in os.walk(pPath): + for file in files: + if file.endswith(".py"): + module_name = file[:-3] + plugs_path = os.path.join(root, file) + if module_name not in sys.modules: + file_handle, file_path, dect = find_module( + module_name, [root]) + try: + print("load module:", module_name) + module_obj = load_module( + module_name, file_handle, file_path, dect) + print("load module_obj:", module_obj) + if hasattr(module_obj, "rm_plugs_config") == False \ + or hasattr(module_obj, "plugin_init") == False \ + or 'author' not in module_obj.rm_plugs_config.keys() \ + or 'description' not in module_obj.rm_plugs_config.keys() \ + or 'version' not in module_obj.rm_plugs_config.keys() \ + or "enable" in module_obj.rm_plugs_config.keys() and module_obj.rm_plugs_config['enable'] == False: + del module_obj + del sys.modules[module_name] + continue + print('----------------------------------') + print('加载模块: {} 模块作者: {} 模块介绍: {} 版本: {}'.format( + module_name, module_obj.rm_plugs_config['author'], module_obj.rm_plugs_config['description'], module_obj.rm_plugs_config['version'])) + plugs.append((plugs_path, module_obj)) + module_obj.plugin_init() + finally: + if file_handle: + file_handle.close() + return plugs + + +def dispath_process_terminal(host, current_process, raw_log_data, json_log_data): + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "process_terminal"): + plug_obj.process_terminal( + current_process, host, raw_log_data, json_log_data) + + +def dispath_rule_new_process_create(host, current_process, raw_log_data, json_log_data): + threat_type = global_vars.THREAT_TYPE_NONE + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "rule_new_process_create"): + if threat_type == global_vars.THREAT_TYPE_NONE: + threat_type = plug_obj.rule_new_process_create( + current_process, host, raw_log_data, json_log_data) + else: + plug_obj.rule_new_process_create( + current_process, host, raw_log_data, json_log_data) + return threat_type + + +def dispath_rule_new_process_action(host, current_process, raw_log_data, json_log_data): + threat_type = global_vars.THREAT_TYPE_NONE + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "rule_new_process_action"): + if threat_type == global_vars.THREAT_TYPE_NONE: + threat_type = plug_obj.rule_new_process_action( + current_process, host, raw_log_data, json_log_data) + else: + plug_obj.rule_new_process_action( + current_process, host, raw_log_data, json_log_data) + return threat_type + + +def dispath_rule_init(): + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "rule_init"): + plug_obj.rule_init() + +# 有性能问题,以后再说 + + +def dispath_html_menu(): + plugin_menu = [] + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "html_menu"): + plugin_menu.append(plug_obj.html_menu()) + return plugin_menu + + +def dispath_html_draw(name): + for index in range(len(global_vars.g_plugs)): + _, plug_obj = global_vars.g_plugs[index] + if hasattr(plug_obj, "html_draw"): + if plug_obj.rm_plugs_config['html'] == name: + return plug_obj.html_draw() + return 'Access Denied ' diff --git a/Server/plugins/helloworld/helloworld.py b/Server/plugins/helloworld/helloworld.py new file mode 100644 index 0000000..4796b98 --- /dev/null +++ b/Server/plugins/helloworld/helloworld.py @@ -0,0 +1,43 @@ +import global_vars +import yara +import glob +from pathlib import Path + +rm_plugs_config = { + "enable": False, + "author": "huoji", + "description": "hello world插件示例", + "version": "0.0.1", + "html": "helloworld" +} + + +def html_menu(): + # https://fonts.google.com/icons?selected=Material+Icons + return {'name': "示例插件", 'icon': 'lightbulb', 'html': rm_plugs_config['html']} + + +def html_draw(): + return '
hello world
' + + +def process_terminal(current_process, host, raw_log_data, json_log_data): + print('[helloworld plugin] rule new process create') + + +def rule_new_process_create(current_process, host, raw_log_data, json_log_data): + print('[helloworld plugin] rule new process create') + return global_vars.THREAT_TYPE_NONE + + +def rule_new_process_action(current_process, host, raw_log_data, json_log_data): + print('[helloworld plugin] rule new process action') + return global_vars.THREAT_TYPE_NONE + + +def rule_init(): + print('[helloworld plugin] rule init') + + +def plugin_init(): + print('[helloworld plugin] plugin init') diff --git a/Server/process.py b/Server/process.py new file mode 100644 index 0000000..ae5c489 --- /dev/null +++ b/Server/process.py @@ -0,0 +1,313 @@ + +import json +from sqlalchemy import false +import tools +import time + +skip_process_path = ['c:\\program files\\rivet networks\\smartbyte\\raps.exe', + 'c:\\program files (x86)\\sogouinput\\11.5.0.5352\\pinyinup.exe', + 'c:\\program files (x86)\\google\\update\\googleupdate.exe', + "c:\\program files\\google\\chrome\\application\\chrome.exe", + "d:\\programs\\microsoft vs code\\code.exe", + "c:\\windows\\temp\\inv4cdf_tmp\\invcol.exe", + "d:\\program files (x86)\\microsoft visual studio\\2019\\community\\common7\\ide\\devenv.exe", + "c:\\program files\\dell\\saremediation\\agent\\dellsupportassistremedationservice.exe", + "d:\\program files (x86)\\microsoft visual studio\\2019\\community\\common7\\ide\\extensions\\microsoft\\liveshare\\agent\\vsls-agent.exe", + "d:\\program files (x86)\\microsoft visual studio\\2019\\community\\common7\\servicehub\\controller\\microsoft.servicehub.controller.exe ", + "d:\\program files (x86)\\microsoft visual studio\\2019\\community\\vc\\tools\\msvc\\14.29.30133\\bin\\hostx86\\x64\\cl.exe", + "c:\\program files\\git\\mingw64\\bin\\git.exe", + "c:\\windows\\system32\\usoclient.exe", + "c:\\windows\\system32\\winlogon.exe", + "c:\\windows\\system32\\userinit.exe", + "c:\\windows\\system32\\dwm.exe", + "c:\\windows\\system32\\compattelrunner.exe", + "c:\\windows\\system32\\searchindexer.exe", + "c:\\windows\\system32\\searchprotocolhost.exe", + 'c:\\windows\\system32\\runtimebroker.exe', + 'c:\\windows\\system32\\backgroundtaskhost.exe', + 'c:\\program files\\dell\\supportassistagent\\pcd\\supportassist\\dsapi.exe', + 'c:\\program files\\dell\\supportassistagent\\pcd\\supportassist\\systemidlecheck.exe', + 'c:\\program files (x86)\\microsoft\\edgeupdate\\microsoftedgeupdate.exe', + 'c:\\program files\\common files\\mcafee\\platform\\core\\mchost.exe', + 'c:\\windows\\system32\\mmc.exe', + 'c:\\program files (x86)\\microsoft\\edge\\application\\101.0.1210.53\\identity_helper.exe', + 'c:\\windows\\system32\\audiodg.exe', + 'c:\\windows\\system32\\smartscreen.exe', + 'c:\\program files\\rmroot\\rm_service.exe', + 'c:\\windows\\immersivecontrolpanel\\systemsettings.exe', + 'c:\\program files (x86)\\microsoft\\edge\\application\\msedge.exe', + 'c:\\users\\localhost\\appdata\\local\\programs\\microsoft vs code\\code.exe', + 'c:\\program files (x86)\\aliwangwang\\aliim.exe', + 'c:\\program files\\git\\cmd\\git.exe', + 'c:\\windows\\system32\\taskmgr.exe', + 'd:\\tools\\microsoft vs code\\code.exe'] +trust_list = [ + ['node.exe', 'wmic.exe', 'conhost.exe', 'powershell.exe'], + ['tqclient.exe', 'wscavctrl.exe', 'regsvr32.exe', 'dumpuper.exe'], + ['tqclient.exe', 'tqassetregister.exe', 'wscavctrl.exe'], + ['code.exe', 'conhost.exe', 'bash.exe', 'powershell.exe', 'go.exe'], + ['code.exe', 'conhost.exe', 'bash.exe', 'powershell.exe'], + ['explorer.exe', 'thunder.exe', 'xlliveud.exe', 'aplayer.exe'], + ['ddvdatacollector.exe', + 'atiw.exe'], +] +skip_md5 = [ + '82bcb342bce193dfe1740a13bce62e81', + '406b23ca616e3ba6cf6033934ff073fc', + 'c9d7fa5d48de4f3b9615595c336f6bdb', + '0cff71e27df7f00fb1f029920bd8869a', + '249a55048751d0c77446657437c342b7', + '452012f093d716c17c5cf93e31dd075a', + 'b8ba559709e05485ce9ee39c5a028e30', + 'cb83db7acb08ccd0370200eed9a1803b', + 'cde7786dba838941e42814f611be4fcd', + '0b50aa0f894d6a65f3fd749cb0c6a5f2', + '0d46559e826c8a7b5d432d0a91954ba2', + 'c07447a5b870e76bafa14ea2b39282c2', + 'b55ad19c6c110e9bf985bc8674f7bcb3', + 'c69459ddbf5c2114bfd70b170b8807e0', + 'c8e806dd1d44c6993b6d85fa77d9f89f', + 'b9dca65ce1540b8679bc9112ea100032', + 'f7017525f394d84ce1b727f50244a9ce', + '32275787c7c51d2310b8fe2facf2a935', + '1acf25a85a4e0a9b7da5d948ca2a69b4', + '84244433fa7b5b80d0b7f5abd88eb8d6', + 'ebe463f5bc61aa2d44e698b6e06df705', + 'f7c71796dab2a6077458e038d1274392' +] +root_process_path = ['c:\\windows\system32\\services.exe', + 'c:\\windows\system32\\svchost.exe', + 'c:\\windows\\explorer.exe', + 'c:\\windows\\system32\\wbem\\wmiprvse.exe'] +g_ProcessChainList = [] + +# chain +# -> (pid,ppid) +# -> (pid,ppid) + + +class Process: + def __init__(self, pid, ppid, path, params, time, md5, user, host): + self.pid = pid + self.ppid = ppid + self.path = path + self.params = params + self.chain_hash = '' + self.active = True + self.operationlist = {} + self.risk_score = 0 + self.terminate = False + self.rmpid = tools.get_md5( + str(pid) + str(ppid) + path + params + str(time)) + self.time = time + self.rmppid = "" + self.root_rmpid = "" + self.md5 = md5 + self.user = user + self.chain: ProcessChain = None + self.host = host + + def set_chain_data(self, chain): + self.chain = chain + + def set_chain_hash(self, chain_hash): + self.chain_hash = chain_hash + + def set_root_rmpid(self, root_rmpid): + self.root_rmpid = root_rmpid + + def set_rmppid(self, rmppid): + self.rmppid = rmppid + + def set_score(self, new_score, opertion): + if opertion not in self.operationlist: + self.risk_score += new_score + self.operationlist[opertion] = 1 + else: + self.operationlist[opertion] += 1 + + if opertion not in self.chain.operationlist: + self.chain.risk_score += new_score + self.chain.operationlist[opertion] = 1 + else: + self.chain.operationlist[opertion] += 1 + + +class ProcessChain: + def __init__(self, root_process: Process): + # 这样的话 无论几分钟读取都是固定关掉chain hash + self.hash = tools.get_md5(root_process.rmpid + str(root_process.time)) + self.root_process_rmid = root_process.rmpid + self.root_process = root_process + self.active_count = 0 + self.terminate_count = 0 + self.risk_score = 0 + self.operationlist = {} + self.process_list = [] + self.json_arrays = [] + self.active = True + self.rpc = False + self.rpc_process_chain = "" + self.time = root_process.time + self.host = root_process.host + self.add_root_process(root_process) + + def get_operationlist(self): + return self.operationlist + + def find_process_by_pid(self, pid): + for iter in self.process_list: + process_item: Process = iter + if process_item.pid == pid and process_item.active: + return process_item + return None + + def add_root_process(self, root_process: Process): + root_process.set_chain_hash(self.hash) + root_process.set_rmppid(root_process.rmpid) + root_process.set_chain_data(self) + self.process_list.append(root_process) + self.active_count += 1 + + def add_process(self, new_process: Process, new_ppid): + parent_process = self.find_process_by_pid(new_ppid) + if parent_process is None: + return + new_process.set_rmppid(parent_process.rmpid) + new_process.set_chain_hash(self.hash) + new_process.set_root_rmpid(self.root_process_rmid) + new_process.set_chain_data(self) + self.process_list.append(new_process) + self.active_count += 1 + + def terminal_process(self, terminal_pid): + process = self.find_process_by_pid(terminal_pid) + if process is None: + return + process.terminate = True + self.terminate_count += 1 + if self.terminate_count == self.active_count: + self.active = False + + def print_node(self, node, level): + print((" " * level) + "|--" + + node["path"] + " 进程pid: (" + str(node["pid"]) + ") 进程ppid: (" + str(node["ppid"]) + ")进程命令行: (" + node["params"] + ") 进程hash: (" + str(node["md5"]) + ") 触发规则: " + str(node["operationlist"]) + " 进程活动:" + str(node['active'])) + for child in node["children"]: + self.print_node(child, level + 1) + + def save_to_json(self, node): + self.json_arrays = node + + def get_json(self): + return json.dumps({'process_node': self.json_arrays}) + + def clear_json(self): + self.json_arrays = [] + + def print_process(self): + self.print_node(self.json_arrays, 0) + + def update_process_tree(self): + # print('========================================================') + # print('进程链hash: {} 进程链等级: {} 触发的行为列表 {}'.format( + # self.hash, self.risk_score, self.operationlist)) + pid_nodes = [] + for proc_info in self.process_list: + node = [info for info in pid_nodes if info["rmpid"] == + proc_info.rmpid] + node = node[0] if len(node) > 0 else None + + parent_node = [ + info for info in pid_nodes if info["rmpid"] == proc_info.rmppid] + parent_node = parent_node[0] if len(parent_node) > 0 else None + + if node is None: + node = { + "path": proc_info.path, + "pid": proc_info.pid, + "ppid": proc_info.ppid, + "rmpid": proc_info.rmpid, + "rmppid": proc_info.rmppid, + "params": proc_info.params, + "operationlist": proc_info.operationlist, + "md5": proc_info.md5, + "active": proc_info.active, + "children": [] + } + pid_nodes.append(node) + + if parent_node is None and proc_info.rmppid != proc_info.rmpid: + target_info = next( + temp_info for temp_info in self.process_list if temp_info.rmpid == proc_info.rmppid) + parent_node = dict() + parent_node["active"] = target_info.active + parent_node["path"] = target_info.path + parent_node["ppid"] = target_info.ppid + parent_node["pid"] = target_info.pid + parent_node["rmpid"] = target_info.rmpid + parent_node["rmppid"] = target_info.rmppid + parent_node["md5"] = target_info.md5 + parent_node["params"] = target_info.params + parent_node["operationlist"] = target_info.operationlist + parent_node["children"] = [] + pid_nodes.append(parent_node) + + if parent_node is not None and parent_node["rmpid"] != node["rmpid"]: + parent_node["children"].append(node) + + # find root node in pid_nodes + root_node = next( + info for info in pid_nodes if info["rmpid"] == self.root_process_rmid) + #self.print_node(root_node, 0) + self.save_to_json(root_node) + + +def chain_in_trust_list(chain: ProcessChain): + # 整个进程链中如果存在(只是存在就行)这些进程就排除 + global trust_list + global root_process_path + is_trust = True + for trust_process_array in trust_list: + is_trust = True + for trust_process in trust_process_array: + for iter in chain.process_list: + process: Process = iter + if process.path.find(trust_process) == -1 and process.path not in root_process_path: + is_trust = False + break + if is_trust == False: + break + if is_trust: + break + return is_trust + + +def create_chain(root_process: Process) -> ProcessChain: + global g_ProcessChainList + chain = ProcessChain(root_process) + g_ProcessChainList.append(chain) + return chain + + +def get_process_by_pid(pid) -> Process: + chain_item = get_process_chain_by_pid(pid) + if chain_item is None: + return None + return chain_item.find_process_by_pid(pid) + + +def set_process_terminal_by_pid(pid) -> None: + chain_item = get_process_chain_by_pid(pid) + if chain_item is None: + return + chain_item.terminal_process(pid) + + +def get_process_chain_by_pid(pid) -> ProcessChain: + for iter in g_ProcessChainList: + chain_item: ProcessChain = iter + if chain_item.active: + process_item = chain_item.find_process_by_pid(pid) + if process_item is not None: + return chain_item + return None diff --git a/Server/rule.py b/Server/rule.py new file mode 100644 index 0000000..35125e6 --- /dev/null +++ b/Server/rule.py @@ -0,0 +1,82 @@ +import rule_engine +import rules.py.process as rule_process +import rules.py.action as rule_action +import plugin +g_sample_rule = {} +g_sample_rule['process'] = rule_process.rule +g_sample_rule['action'] = rule_action.rule + +base_process_rules = [] +base_action_rules = [] +base_host_rules = [] + + +def calc_score_in_action(log): + global base_action_rules + for iter in base_action_rules: + for rule in iter['rules']: + # 这是or + try: + if rule.matches(log): + return iter['score'], iter['name'] + except: + print("error: {} ".format(log)) + + return 0, '' + + +def calc_score_in_create_process(log): + global base_process_rules + for iter in base_process_rules: + for rule in iter['rules']: + # 这是or + if rule.matches(log): + return iter['score'], iter['name'] + return 0, '' + + +def calc_score_in_host(log): + global base_host_rules + for iter in base_host_rules: + for rule in iter['rules']: + # 这是or + if rule.matches(log): + return iter['score'], iter['name'] + return 0, '' + + +def init_rule(): + global base_process_rules + global base_action_rules + global base_host_rules + for iter in g_sample_rule['process']: + temp_process_rules = [] + for iter_i in iter['rules']: + print(iter_i) + temp_process_rules.append(rule_engine.Rule( + iter_i + )) + base_process_rules.append( + {'name': iter['name'], 'score': iter['score'], 'rules': temp_process_rules}) + for iter in g_sample_rule['action']: + temp_process_rules = [] + for iter_i in iter['rules']: + print(iter_i) + temp_process_rules.append(rule_engine.Rule( + iter_i + )) + base_action_rules.append( + {'name': iter['name'], 'score': iter['score'], 'rules': temp_process_rules}) + ''' + for iter in g_sample_rule['host']: + temp_process_rules = [] + for iter_i in iter['rules']: + print(iter_i) + temp_process_rules.append(rule_engine.Rule( + iter_i + )) + base_host_rules.append( + {'name': iter['name'], 'score': iter['score'], 'rules': temp_process_rules}) + ''' + plugin.dispath_rule_init() + print('init rule done') diff --git a/Server/rules/py/action.py b/Server/rules/py/action.py new file mode 100644 index 0000000..96e102c --- /dev/null +++ b/Server/rules/py/action.py @@ -0,0 +1,165 @@ +rule = [ + { + 'rules': [ + 'action == "processaccess" and targetimage =~ ".*lsass.exe" and grantedaccess & 0x0010 and sourceimage =~ ".*rundll32.exe"', + ], + 'score': 300, + 'name': '已知内存加载mimikazt行为' + }, + { + 'rules': [ + 'action == "processaccess" and targetimage =~ ".*lsass.exe"', + ], + 'score': 60, + 'name': 'LSASS高权限访问' + }, + { + 'rules': [ + 'action == "processaccess" and calltrace =~ ".*unknown.*" and not calltrace =~ ".*conpty\.node.*" and not calltrace =~ ".*java\.dll.*" and not calltrace =~ ".*appvisvsubsystems64\.dll.*" and not calltrace =~ ".*twinui\.dll.*" and not calltrace =~ ".*nativeimages.*" and not targetimage == "c:\\windows\\system32\\cmd.exe"', + ], + 'score': 40, + 'name': '异常进程访问' + }, + { + 'rules': [ + 'action == "processaccess" and sourceimage =~ ".*office16.*" and calltrace =~ ".*kernelbase\.dll.*"', + ], + 'score': 100, + 'name': 'office异常进程内存' + }, + { + 'rules': [ + 'action == "processaccess" and calltrace =~ ".*wshom\.ocx.*"', + 'action == "processaccess" and calltrace =~ ".*shell32\.dll.*"', + 'action == "processaccess" and calltrace =~ ".*dbgcore\.dll.*"', + 'action == "processaccess" and calltrace =~ ".*kernelbase\.dll\+de67e.*"', + 'action == "processaccess" and calltrace =~ ".*framedynos\.dll.*"', + ], + 'score': 40, + 'name': '不正常的进程访问' + }, + { + 'rules': [ + 'action == "pipecreate" and pipename =~ ".*msagent.*"', + 'action == "pipecreate" and pipename =~ ".*msse.*"', + 'action == "pipecreate" and pipename =~ ".*postex_.*"', + 'action == "pipecreate" and pipename =~ ".*postex_ssh.*"', + 'action == "pipecreate" and pipename =~ ".*status_.*"', + ], + 'score': 300, + 'name': '已知CobalStrike' + }, + { + 'rules': [ + 'action == "pipecreate" and pipename =~ ".*paexec.*"', + 'action == "pipecreate" and pipename =~ ".*remcom.*"', + 'action == "pipecreate" and pipename =~ ".*csexec.*"' + ], + 'score': 300, + 'name': '已知内网横向工具' + }, + { + 'rules': [ + 'action == "pipecreate" and pipename =~ ".*lsadump.*"', + 'action == "pipecreate" and pipename =~ ".*cachedump.*"', + 'action == "pipecreate" and pipename =~ ".*wceservicepipe.*"' + ], + 'score': 300, + 'name': '已知mimikazt内存dump' + }, + # todo 懒得做详细的规则了.加油完善规则吧 + { + 'rules': [ + 'action == "createremotethread"', + ], + 'score': 60, + 'name': '疑似远程线程注入' + }, + { + 'rules': [ + 'action == "filecreatestreamhash"', + ], + 'score': 100, + 'name': '文件流创建' + }, + { + 'rules': [ + 'action == "registryadd"', + 'action == "registryvalueSet"', + 'action == "registryobjectSet"', + ], + 'score': 100, + 'name': '可疑注册表访问' + }, + { + 'rules': [ + 'action == "dnsquery"', + ], + 'score': 30, + 'name': 'DNS解析' + }, + { + 'rules': [ + 'action == "networkconnect"', + ], + 'score': 30, + 'name': '可疑网络链接' + }, + { + 'rules': [ + 'action == "clipboardchange"', + ], + 'score': 30, + 'name': '可疑剪切板访问' + }, + { + 'rules': [ + 'action == "processtampering"', + ], + 'score': 200, + 'name': '进程执行流劫持' + }, + { + 'rules': [ + 'action == "filedeletedetected"', + ], + 'score': 50, + 'name': '删除可执行文件' + }, + { + 'rules': [ + 'action == "filecreate" and targetfilename =~ "c:\\\\\\\\windows\\\\\\\\.*"', + 'action == "filecreate" and targetfilename =~ ".*\.exe"', + 'action == "filecreate" and targetfilename =~ ".*\.cmd"', + 'action == "filecreate" and targetfilename =~ ".*\.bat"', + 'action == "filecreate" and targetfilename =~ ".*\.dll"', + ], + 'score': 80, + 'name': '在windows目录创建可执行文件' + }, + { + 'rules': [ + 'action == "filecreate" and targetfilename =~ "c:\\\\\\\\windows\\\\\\\\.*"', + ], + 'score': 50, + 'name': '在C盘目录创建文件' + }, + { + 'rules': [ + 'action == "filecreate" and targetfilename =~ "c:\\\\\\\\users\\\\\\\\.*"', + 'action == "filecreate" and targetfilename =~ ".*\.exe"', + 'action == "filecreate" and targetfilename =~ ".*\.cmd"', + 'action == "filecreate" and targetfilename =~ ".*\.bat"', + 'action == "filecreate" and targetfilename =~ ".*\.dll"', + ], + 'score': 30, + 'name': '在appdata目录创建可执行文件' + }, + { + 'rules': [ + 'action == "filecreate"', + ], + 'score': 50, + 'name': '创建可疑文件' + } +] diff --git a/Server/rules/py/process.py b/Server/rules/py/process.py new file mode 100644 index 0000000..e7b8f96 --- /dev/null +++ b/Server/rules/py/process.py @@ -0,0 +1,390 @@ +rule = [ + { + 'rules': [ + 'originalfilename =~ ".*taskill.exe.*"', + 'originalfilename =~ ".*net.exe.*" and commandline =~ ".*stop.*"', + 'originalfilename =~ ".*sc.exe.*" and commandline =~ ".*config.*" and commandline =~ ".*disabled.*"', + ], + 'score': 40, + 'name': '通过系统程序关闭进程' + }, + { + 'rules': [ + 'originalfilename =~ ".*curl.exe" or originalfilename =~ ".*wget.exe" or originalfilename =~ ".*dget.exe"' + ], + 'score': 40, + 'name':'通过应用下载文件' + }, + { + 'rules': [ + 'image =~ ".*\.doc\.exe"', + 'image =~ ".*\.docx\.exe"', + 'image =~ ".*\.ppt\.exe"', + 'image =~ ".*\.pdf\.exe"', + 'image =~ ".*\.html\.exe"', + 'image =~ ".*\.htm\.exe"', + 'image =~ ".*\.zip\.exe"', + 'image =~ ".*\.rar\.exe"' + ], + 'score': 30, + 'name':'启动双扩展名文件' + }, + { + 'rules': [ + 'commandline =~ ".*-k dcomlaunch.*"' + ], + 'score': 30, + 'name':'通过DCOM启动了进程' + }, + { + 'rules': [ + 'originalfilename =~ ".*wbadmin.exe.*" and commandline =~ ".*delete.*"', + ], + 'score': 70, + 'name': '通过wbadmin删除备份' + }, + { + 'rules': [ + 'originalfilename =~ ".*net.exe.*" and commandline =~ ".*view.*"', + ], + 'score': 70, + 'name': '通过net进行远程系统发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*fsutil.exe.*" and commandline =~ ".*deletejournal.*"', + ], + 'score': 70, + 'name': '通过系统工具删除USN' + }, + { + 'rules': [ + 'originalfilename =~ ".*net.exe.*" and commandline =~ ".*user.*"', + ], + 'score': 70, + 'name': '通过net进行系统用户发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*schtasks.exe.*" and commandline =~ ".*create.*"', + ], + 'score': 70, + 'name': '通过系统应用创建计划任务' + }, + { + 'rules': [ + 'originalfilename =~ ".*schtasks.exe.*" and commandline =~ ".*delete.*"', + ], + 'score': 40, + 'name': '通过系统应用删除计划任务' + }, + { + 'rules': [ + 'originalfilename =~ ".*vssadmin.exe.*" and commandline =~ ".*create.*"', + ], + 'score': 40, + 'name': '通过系统程序创建卷影备份' + }, + { + 'rules': [ + 'originalfilename =~ ".*todesk_service.*" or originalfilename =~ ".*sunloginclient.*" or originalfilename =~ ".*teamviewer_service.exe.*" or originalfilename =~ ".*logmein.*" or originalfilename =~ ".*dwrcs.*" or originalfilename =~ ".*aa_v3.*" or originalfilename =~ ".*screenconnect.*" or originalfilename =~ ".*tvnserver.*" or originalfilename =~ ".*vncserver.*"', + ], + 'score': 20, + 'name': '已知远程协助程序' + }, + { + 'rules': [ + 'originalfilename =~ ".*phoenixminer.*" or originalfilename =~ ".*ccminer.*" or originalfilename =~ ".*csminer.exe.*" or originalfilename =~ ".*xmrig.*" or originalfilename =~ ".*xmr-stak.*"', + ], + 'score': 300, + 'name': '已知挖矿程序' + }, + { + 'rules': [ + 'image =~ ".*\\\\\\\\appdata\\\\\\\\local\\\\\\\\temp\\\\\\\\.*" or image =~ ".*\\\\\\\\windows\\\\\\\\temp\\\\\\\\.*"', + ], + 'score': 40, + 'name': '从临时文件创建进程' + }, + { + 'rules': [ + 'originalfilename =~ ".*rubeus.*" and commandline =~ ".*domain.*"', + ], + 'score': 100, + 'name': '通过系统工具获取域登陆令牌' + }, + { + 'rules': [ + 'originalfilename =~ ".*whoami.*"', + ], + 'score': 70, + 'name': 'whoami被执行' + }, + { + 'rules': [ + 'originalfilename =~ ".*\u202e.*"', + ], + 'score': 100, + 'name': '伪装名字程序被执行' + }, + { + 'rules': [ + 'parentimage =~ ".*mmc.exe" and commandline =~ ".*eventvwr\.msc.*"', + ], + 'score': 40, + 'name': '高权限进程被创建' + }, + { + 'rules': [ + 'originalfilename =~ ".*bcdedit.exe" and commandline =~ ".*recoveryenabled.*no.*"', + 'originalfilename =~ ".*bcdedit.exe" and commandline =~ ".*bootstatuspolicy.*ignoreallfailures.*"', + ], + 'score': 80, + 'name': '通过系统工具关闭系统恢复' + }, + { + 'rules': [ + 'originalfilename =~ ".*wmic.exe" and commandline =~ ".*useraccount.*"', + ], + 'score': 70, + 'name': '通过wmic进行系统用户发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*wmic.exe" and commandline =~ ".*startup.*"', + ], + 'score': 70, + 'name': '通过wmic查看系统启动项' + }, + { + 'rules': [ + 'originalfilename =~ ".*wmic.exe" and commandline =~ ".*share.*"', + ], + 'score': 70, + 'name': '通过wmic查看系统共享' + }, + { + 'rules': [ + 'originalfilename =~ ".*wmic.exe" and commandline =~ ".*shadowcopy.*" and commandline =~ ".*delete.*"', + ], + 'score': 70, + 'name': 'wmic删除卷影备份' + }, + { + 'rules': [ + 'originalfilename =~ ".*vssadmin.exe" and commandline =~ ".*shadows.*" and commandline =~ ".*delete.*"', + ], + 'score': 70, + 'name': 'vssadmin删除卷影备份' + }, + { + 'rules': [ + 'originalfilename =~ ".*tasklist.exe"', + ], + 'score': 50, + 'name': '通过tasklist查看系统信息' + }, + { + 'rules': [ + 'originalfilename =~ ".*systeminfo.exe"', + ], + 'score': 70, + 'name': '通过systeminfo查看系统信息' + }, + { + 'rules': [ + 'originalfilename =~ ".*query.exe"', + ], + 'score': 70, + 'name': '通过query进行系统用户发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*net.exe" and commandline =~ ".*domain.*"', + 'originalfilename =~ ".*net.exe" and commandline =~ ".*view.*"', + 'originalfilename =~ ".*net.exe" and commandline =~ ".*workstation.*"' + ], + 'score': 70, + 'name': '通过net进行本地系统用户发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*setspn.exe"', + ], + 'score': 70, + 'name': '通过setspn进行本地系统用户发现' + }, + { + 'rules': [ + 'originalfilename =~ ".*netsh.exe" and commandline =~ ".*firewall.*"', + ], + 'score': 70, + 'name': '通过netsh关闭防火墙' + }, + { + 'rules': [ + 'originalfilename =~ ".*cmd.exe" and commandline =~ ".*ipconfig.*"', + ], + 'score': 80, + 'name': 'cmd启动ipconfig' + }, + { + 'rules': [ + 'originalfilename =~ ".*cmd.exe" and commandline =~ ".*net.*"', + ], + 'score': 60, + 'name': 'cmd启动net' + }, + { + 'rules': [ + 'originalfilename =~ ".*netstat.exe"', + ], + 'score': 40, + 'name': 'netstat被运行' + }, + { + 'rules': [ + 'originalfilename =~ ".*ping.exe"', + ], + 'score': 40, + 'name': 'ping被运行' + }, + { + 'rules': [ + 'originalfilename =~ ".*ipconfig.exe"', + ], + 'score': 40, + 'name': 'ipconfig被运行' + }, + { + 'rules': [ + 'originalfilename =~ ".*attrib.exe"', + ], + 'score': 40, + 'name': 'attrib被运行' + }, + { + 'rules': [ + 'originalfilename =~ ".*PSEXESVC.exe"', + ], + 'score': 100, + 'name': 'PSEXESVC内网横向移动' + }, + { + 'rules': [ + 'originalfilename =~ "\\\\\\\\.*\\\\\\C\$.*"', + ], + 'score': 100, + 'name': 'SMB共享启动进程' + }, + { + 'rules': [ + 'commandline =~ ".*__\d{10}\."', + 'originalfilename =~ ".*wmi_share.exe"', + ], + 'score': 100, + 'name': 'wmic内网横向移动被触发' + }, + { + 'rules': [ + 'originalfilename =~ ".*icacls.exe"', + ], + 'score': 40, + 'name': 'icacls被运行' + }, + { + 'rules': [ + 'originalfilename =~ "\\\\\\.*" and parentimage =~ ".*services.exe"', + ], + 'score': 100, + 'name': '远程服务被创建' + }, + { + 'rules': [ + 'parentimage =~ ".*services.exe"', + ], + 'score': 30, + 'name': '从服务创建的进程' + }, + { + 'rules': [ + 'originalfilename =~ ".*wscript.exe"', + 'originalfilename =~ ".*cscript.exe"', + ], + 'score': 40, + 'name': '脚本程序被运行' + }, + { + 'rules': [ + 'originalfilename =~ ".*mofcomp.exe.*"' + ], + 'score': 80, + 'name':'注册WMI订阅' + }, + { + 'rules': [ + 'originalfilename =~ ".*csc.exe.*"' + ], + 'score': 80, + 'name':'.NET编译器被启动' + }, + { + 'rules': [ + 'originalfilename =~ ".*cmdkey.exe.*"' + ], + 'score': 100, + 'name':'通过系统应用查询本机账户' + }, + { + 'rules': [ + 'originalfilename =~ ".*adfind.exe.*"' + ], + 'score': 80, + 'name':'通过系统程序发现域信息' + }, + # 这些是保底规则 必须放到最底下才匹配 + { + 'rules': [ + 'originalfilename =~ ".*cmd.exe"' + ], + 'score': 30, + 'name':'执行CMD命令' + }, + { + 'rules': [ + 'originalfilename =~ ".*chcp.com"' + ], + 'score': 30, + 'name':'执行chcp.com' + }, + { + 'rules': [ + 'originalfilename =~ ".*wmic.exe.*"' + ], + 'score': 80, + 'name':'执行wmic' + }, + { + 'rules': [ + 'originalfilename =~ ".*rundll32.exe.*"' + ], + 'score': 20, + 'name':'通过rundll32启动进程' + }, + { + 'rules': [ + 'originalfilename =~ ".*certutil.exe"', + 'originalfilename =~ ".*curl.exe"', + 'originalfilename =~ ".*powershell.exe" and commandline =~ ".*invoke-webrequest.*"' + ], + 'score': 80, + 'name':'通过系统命令下载文件' + }, + { + 'rules': [ + 'originalfilename =~ ".*powershell.exe"' + ], + 'score': 80, + 'name':'Powershell被执行' + }, +] diff --git a/Server/sql.py b/Server/sql.py new file mode 100644 index 0000000..5b501c5 --- /dev/null +++ b/Server/sql.py @@ -0,0 +1,327 @@ +from sqlalchemy import create_engine +from sqlalchemy import Column, Integer, String +from sqlalchemy.ext.declarative import declarative_base + +import time + +# 引入sqlalchemy中相关模块 +from sqlalchemy import create_engine, MetaData +from sqlalchemy import Column, Integer, String, Table +from sqlalchemy.ext.declarative import declarative_base +from sqlalchemy.orm import sessionmaker +from sqlalchemy import delete +import json + +g_engine = None +g_base = declarative_base() +g_metadata = None +g_rawdata_table = None +g_rawdata_table_ins = None +g_threat_table = None +g_threat_table_ins = None + + +class raw_process_log(g_base): + __tablename__ = "raw_process_log" + # 定义各字段 + id = Column(Integer, primary_key=True) + # 主机ip + host = Column(String) + # 动作 + # processcreate, processterminal + action = Column(String) + # 进程路径 + path = Column(String) + # 进程pid + pid = Column(Integer) + # 父进程pid + ppid = Column(Integer) + # 目标文件路径(如果有) + target_path = Column(String) + # 目标进程路径(如果有) + target_image_path = Column(String) + # 目标进程pid(如果有) + target_image_pid = Column(Integer) + # 目标的hash(如果有) + target_hash = Column(String) + # hash + hash = Column(String) + hit = Column(String) + score = Column(Integer) + chain_hash = Column(String) + type = Column(Integer) + # 时间戳 + timestamp = Column(Integer) + commandline = Column(String) + user = Column(String) + # 原始字段 + data = Column(String) + + def __str__(self): + return self.id + + +class threat_log(g_base): + __tablename__ = "threat_log" + # 定义各字段 + id = Column(Integer, primary_key=True) + # 主机ip + host = Column(String) + # 进程链hash,其他的为000000 + process_chain_hash = Column(String) + # type + type = Column(Integer) + # 分数 + risk_score = Column(Integer) + # 命中的规则 + hit_rule = Column(String) + # json字段 + data = Column(String) + # 时间戳 + timestamp = Column(Integer) + # is end + is_end = Column(Integer) + # start process + start_process_info = Column(String) + # handle type + handle_type = Column(Integer) + + def __str__(self): + return self.id + + +def init(): + global g_engine + global g_base + global g_metadata + global g_rawdata_table + global g_rawdata_table_ins + global g_threat_table + global g_threat_table_ins + + g_engine = create_engine("sqlite:///syseye.db?check_same_thread=False", echo=False) + g_base.metadata.create_all(g_engine) + g_metadata = MetaData(g_engine) + g_rawdata_table = Table("raw_process_log", g_metadata, autoload=True) + g_rawdata_table_ins = g_rawdata_table.insert() + + g_threat_table = Table("threat_log", g_metadata, autoload=True) + g_threat_table_ins = g_threat_table.insert() + + +def push_process_raw( + host, + log, + rule_hit_name, + score, + chain_hash, + type, + parent_pid, + target_pid, + self_hash, + target_image_path, + target_hash, + commandline, + user, +): + global g_engine + global g_rawdata_table + global g_rawdata_table_ins + timestamp = int(round(time.time() * 1000)) + # 偷懒了 有时间再重构 + ins = g_rawdata_table_ins.values( + host=host, + action=log["Action"], + path=log["Data"]["Path"] + if "Path" in log["Data"] + else ( + log["Data"]["SourceImage"] + if "SourceImage" in log["Data"] + else (log["Data"]["Image"] if "Image" in log["Data"] else "") + ), # 只有三种情况,没有path就找sourceimage,没有sourceimage就找image + pid=log["Data"]["ProcessId"], + ppid=parent_pid, + target_path=log["Data"]["TargetImage"] + if "TargetImage" in log["Data"] + else target_image_path, + target_image_path=log["Data"]["TargetFilename"] + if "TargetFilename" in log["Data"] + else "", + target_image_pid=target_pid, + target_hash=target_hash, + hash=self_hash, + data=json.dumps(log["Data"]), + timestamp=timestamp, + hit=rule_hit_name, + score=score, + chain_hash=chain_hash, + commandline=commandline, + user=user, + type=type, + ) + # 连接引擎 + conn = g_engine.connect() + # 执行语句 + result = conn.execute(ins) + return result + + +def select_create_process_raw_log_by_time(start, end): + global g_rawdata_table + sql_session = sessionmaker(bind=g_engine) + raw_log = ( + sql_session() + .query(g_rawdata_table) + .filter( + raw_process_log.timestamp >= start, + raw_process_log.timestamp < end, + raw_process_log.action == "processcreate", + ) + ) + + sql_session().close() + return raw_log + + +def select_threat_by_chain_id(host, process_chain_hash, type): + global g_threat_table + sql_session = sessionmaker(bind=g_engine) + threat = ( + sql_session() + .query(g_threat_table) + .filter_by(host=host, process_chain_hash=process_chain_hash, type=type) + .all() + ) + sql_session().close() + return threat + + +def update_threat_log( + host, risk_score, hit_rule_json, process_chain_hash, raw_json, type, is_end +): + global g_threat_table + global g_engine + conn = g_engine.connect() + update = ( + g_threat_table.update() + .values( + risk_score=risk_score, + hit_rule=hit_rule_json, + data=raw_json, + is_end=int(is_end), + ) + .where( + g_threat_table.columns.host == host, + g_threat_table.columns.process_chain_hash == process_chain_hash, + g_threat_table.columns.type == type, + ) + ) + result = conn.execute(update) + return result + + +def handle_threat_log(threat_id, handle_type): + global g_threat_table + global g_engine + conn = g_engine.connect() + update = ( + g_threat_table.update() + .values(handle_type=handle_type, is_end=1) + .where(g_threat_table.columns.id == int(threat_id)) + ) + result = conn.execute(update) + return result + + +def delete_threat(threat_id): + global g_threat_table + global g_engine + conn = g_engine.connect() + result = conn.execute( + delete(g_threat_table).where(g_threat_table.columns.id == int(threat_id)) + ) + return result + + +def query_one_threat(threat_id): + global g_threat_table + sql_session = sessionmaker(bind=g_engine) + threat = sql_session().query(g_threat_table).filter_by(id=threat_id).first() + sql_session().close() + return threat + + +def query_all_threat_log(query_type): + global g_threat_table + sql_session = sessionmaker(bind=g_engine) + if int(query_type) == -1: + threat = ( + sql_session() + .query(g_threat_table) + .with_entities( + threat_log.host, + threat_log.process_chain_hash, + threat_log.hit_rule, + threat_log.timestamp, + threat_log.type, + threat_log.risk_score, + threat_log.id, + threat_log.is_end, + threat_log.start_process_info, + threat_log.handle_type, + ) + .all() + ) + else: + threat = ( + sql_session() + .query(g_threat_table) + .with_entities( + threat_log.host, + threat_log.process_chain_hash, + threat_log.hit_rule, + threat_log.timestamp, + threat_log.type, + threat_log.risk_score, + threat_log.id, + threat_log.is_end, + threat_log.start_process_info, + threat_log.handle_type, + ) + .filter_by(handle_type=query_type) + .all() + ) + sql_session().close() + return threat + + +def push_threat_log( + host, + risk_score, + hit_rule_json, + process_chain_hash, + raw_json, + type, + start_process_info, +): + global g_engine + global g_threat_table + global g_threat_table_ins + ins = g_threat_table_ins.values( + host=host, + risk_score=risk_score, + process_chain_hash=process_chain_hash, + hit_rule=hit_rule_json, + type=type, + data=raw_json, + timestamp=int(round(time.time() * 1000)), + is_end=0, + start_process_info=start_process_info, + handle_type=0, + ) + # 连接引擎 + conn = g_engine.connect() + # 执行语句 + result = conn.execute(ins) + # print(raw_json) + return result diff --git a/Server/templates/css/950.8be8f613.css b/Server/templates/css/950.8be8f613.css new file mode 100644 index 0000000..7cb4bac --- /dev/null +++ b/Server/templates/css/950.8be8f613.css @@ -0,0 +1 @@ +.menu-active{background:#f2c037;color:#fff}::-webkit-scrollbar{height:4px;width:5px}::-webkit-scrollbar-thumb{background:#027be3}::-webkit-scrollbar-thumb,::-webkit-scrollbar-track{border-radius:15px;-webkit-box-shadow:inset 0 0 5px #0003}::-webkit-scrollbar-track{background:#ededed} \ No newline at end of file diff --git a/Server/templates/css/app.31d6cfe0.css 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t.get("silent")||!(t.get("triggerEvent")||e&&e.show)},t}(),eL={axisLine:function(t,e,n,i){var r=e.get(["axisLine","show"]);if("auto"===r&&t.handleAutoShown&&(r=t.handleAutoShown("axisLine")),r){var o=e.axis.getExtent(),a=i.transform,s=[o[0],0],l=[o[1],0];a&&(Zt(s,s,a),Zt(l,l,a));var u=z({lineCap:"round"},e.getModel(["axisLine","lineStyle"]).getLineStyle()),c=new qy({subPixelOptimize:!0,shape:{x1:s[0],y1:s[1],x2:l[0],y2:l[1]},style:u,strokeContainThreshold:t.strokeContainThreshold||5,silent:!0,z2:1});c.anid="line",n.add(c);var h=e.get(["axisLine","symbol"]);if(null!=h){var d=e.get(["axisLine","symbolSize"]);tt(h)&&(h=[h,h]),(tt(d)||nt(d))&&(d=[d,d]);var p=m_(e.get(["axisLine","symbolOffset"])||0,d),f=d[0],g=d[1];W([{rotate:t.rotation+Math.PI/2,offset:p[0],r:0},{rotate:t.rotation-Math.PI/2,offset:p[1],r:Math.sqrt((s[0]-l[0])*(s[0]-l[0])+(s[1]-l[1])*(s[1]-l[1]))}],(function(e,i){if("none"!==h[i]&&null!=h[i]){var r=v_(h[i],-f/2,-g/2,f,g,u.stroke,!0),o=e.r+e.offset;r.attr({rotation:e.rotate,x:s[0]+o*Math.cos(t.rotation),y:s[1]-o*Math.sin(t.rotation),silent:!0,z2:11}),n.add(r)}}))}}},axisTickLabel:function(t,e,n,i){var r=lL(n,i,e,t),o=cL(n,i,e,t);if(iL(e,o,r),uL(n,i,e,t.tickDirection),e.get(["axisLabel","hideOverlap"])){var a=yS(q(o,(function(t){return{label:t,priority:t.z2,defaultAttr:{ignore:t.ignore}}})));bS(a)}},axisName:function(t,e,n,i){var r=ht(t.axisName,e.get("name"));if(r){var o,a,s=e.get("nameLocation"),l=t.nameDirection,u=e.getModel("nameTextStyle"),c=e.get("nameGap")||0,h=e.axis.getExtent(),d=h[0]>h[1]?-1:1,p=["start"===s?h[0]-d*c:"end"===s?h[1]+d*c:(h[0]+h[1])/2,aL(s)?t.labelOffset+l*c:0],f=e.get("nameRotate");null!=f&&(f=f*QD/180),aL(s)?o=tL.innerTextLayout(t.rotation,null!=f?f:t.rotation,l):(o=nL(t.rotation,s,f||0,h),a=t.axisNameAvailableWidth,null!=a&&(a=Math.abs(a/Math.sin(o.rotation)),!isFinite(a)&&(a=null)));var 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pO=[126,25],fO="南海诸岛",gO=[[[0,3.5],[7,11.2],[15,11.9],[30,7],[42,.7],[52,.7],[56,7.7],[59,.7],[64,.7],[64,0],[5,0],[0,3.5]],[[13,16.1],[19,14.7],[16,21.7],[11,23.1],[13,16.1]],[[12,32.2],[14,38.5],[15,38.5],[13,32.2],[12,32.2]],[[16,47.6],[12,53.2],[13,53.2],[18,47.6],[16,47.6]],[[6,64.4],[8,70],[9,70],[8,64.4],[6,64.4]],[[23,82.6],[29,79.8],[30,79.8],[25,82.6],[23,82.6]],[[37,70.7],[43,62.3],[44,62.3],[39,70.7],[37,70.7]],[[48,51.1],[51,45.5],[53,45.5],[50,51.1],[48,51.1]],[[51,35],[51,28.7],[53,28.7],[53,35],[51,35]],[[52,22.4],[55,17.5],[56,17.5],[53,22.4],[52,22.4]],[[58,12.6],[62,7],[63,7],[60,12.6],[58,12.6]],[[0,3.5],[0,93.1],[64,93.1],[64,0],[63,0],[63,92.4],[1,92.4],[1,3.5],[0,3.5]]],vO=0;vO0,g={api:n,geo:s,mapOrGeoModel:t,data:a,isVisualEncodedByVisualMap:f,isGeo:o,transformInfoRaw:h};"geoJSON"===s.resourceType?this._buildGeoJSON(g):"geoSVG"===s.resourceType&&this._buildSVG(g),this._updateController(t,e,n),this._updateMapSelectHandler(t,l,n,i)},t.prototype._buildGeoJSON=function(t){var e=this._regionsGroupByName=wt(),n=wt(),i=this._regionsGroup,r=t.transformInfoRaw,o=t.mapOrGeoModel,a=t.data,s=t.geo.projection,l=s&&s.stream;function u(t,e){return e&&(t=e(t)),t&&[t[0]*r.scaleX+r.x,t[1]*r.scaleY+r.y]}function c(t){for(var e=[],n=!l&&s&&s.project,i=0;i=0)&&(d=r);var p=a?{normal:{align:"center",verticalAlign:"middle"}}:null;sh(e,lh(i),{labelFetcher:d,labelDataIndex:h,defaultText:n},p);var f=e.getTextContent();if(f&&(OO(f).ignore=f.ignore,e.textConfig&&a)){var g=e.getBoundingRect().clone();e.textConfig.layoutRect=g,e.textConfig.position=[(a[0]-g.x)/g.width*100+"%",(a[1]-g.y)/g.height*100+"%"]}e.disableLabelAnimation=!0}else e.removeTextContent(),e.removeTextConfig(),e.disableLabelAnimation=null}function VO(t,e,n,i,r,o){t.data?t.data.setItemGraphicEl(o,e):Lu(e).eventData={componentType:"geo",componentIndex:r.componentIndex,geoIndex:r.componentIndex,name:n,region:i&&i.option||{}}}function 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this._finishedCallback=t,this},t.prototype.start=function(){for(var t=this,e=this._storage.length,n=function(){e--,e<=0&&(t._storage.length=0,t._elExistsMap={},t._finishedCallback&&t._finishedCallback())},i=0,r=this._storage.length;iNE||Math.abs(t.dy)>NE)){var e=this.seriesModel.getData().tree.root;if(!e)return;var n=e.getLayout();if(!n)return;this.api.dispatchAction({type:"treemapMove",from:this.uid,seriesId:this.seriesModel.id,rootRect:{x:n.x+t.dx,y:n.y+t.dy,width:n.width,height:n.height}})}},e.prototype._onZoom=function(t){var e=t.originX,n=t.originY;if("animating"!==this._state){var i=this.seriesModel.getData().tree.root;if(!i)return;var r=i.getLayout();if(!r)return;var o=new oo(r.x,r.y,r.width,r.height),a=this.seriesModel.layoutInfo;e-=a.x,n-=a.y;var s=Ar();Pr(s,s,[-e,-n]),Rr(s,s,[t.scale,t.scale]),Pr(s,s,[e,n]),o.applyTransform(s),this.api.dispatchAction({type:"treemapRender",from:this.uid,seriesId:this.seriesModel.id,rootRect:{x:o.x,y:o.y,width:o.width,height:o.height}})}},e.prototype._initEvents=function(t){var e=this;t.on("click",(function(t){if("ready"===e._state){var n=e.seriesModel.get("nodeClick",!0);if(n){var i=e.findTarget(t.offsetX,t.offsetY);if(i){var r=i.node;if(r.getLayout().isLeafRoot)e._rootToNode(i);else if("zoomToNode"===n)e._zoomToNode(i);else if("link"===n){var o=r.hostTree.data.getItemModel(r.dataIndex),a=o.get("link",!0),s=o.get("target",!0)||"blank";a&&Gd(a,s)}}}}}),this)},e.prototype._renderBreadcrumb=function(t,e,n){var i=this;n||(n=null!=t.get("leafDepth",!0)?{node:t.getViewRoot()}:this.findTarget(e.getWidth()/2,e.getHeight()/2),n||(n={node:t.getData().tree.root})),(this._breadcrumb||(this._breadcrumb=new 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o=r.transformCoordToLocal(t,e),a=r.shape;if(!(a.x<=o[0]&&o[0]<=a.x+a.width&&a.y<=o[1]&&o[1]<=a.y+a.height))return!1;n={node:i,offsetX:o[0],offsetY:o[1]}}}),this),n},e.type="treemap",e}(nx);function jE(){return{nodeGroup:[],background:[],content:[]}}function ZE(t,e,n,i,r,o,a,s,l,u){if(a){var c=a.getLayout(),h=t.getData(),d=a.getModel();if(h.setItemGraphicEl(a.dataIndex,null),c&&c.isInView){var p=c.width,f=c.height,g=c.borderWidth,v=c.invisible,y=a.getRawIndex(),m=s&&s.getRawIndex(),x=a.viewChildren,_=c.upperHeight,b=x&&x.length,w=d.getModel("itemStyle"),S=d.getModel(["emphasis","itemStyle"]),M=d.getModel(["blur","itemStyle"]),I=d.getModel(["select","itemStyle"]),T=w.get("borderRadius")||0,C=H("nodeGroup",RE);if(C){if(l.add(C),C.x=c.x||0,C.y=c.y||0,C.markRedraw(),qE(C).nodeWidth=p,qE(C).nodeHeight=f,c.isAboveViewRoot)return C;var A=H("background",EE,u,FE);A&&E(C,A,b&&c.upperLabelHeight);var 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e=t.hostModel,n=e.getModel("emphasis");return{lineStyle:e.getModel("lineStyle").getLineStyle(),emphasisLineStyle:n.getModel(["lineStyle"]).getLineStyle(),blurLineStyle:e.getModel(["blur","lineStyle"]).getLineStyle(),selectLineStyle:e.getModel(["select","lineStyle"]).getLineStyle(),emphasisDisabled:n.get("disabled"),blurScope:n.get("blurScope"),focus:n.get("focus"),labelStatesModels:lh(e)}}function Bz(t){return isNaN(t[0])||isNaN(t[1])}function Vz(t){return t&&!Bz(t[0])&&!Bz(t[1])}const Fz=Ez;var Hz=[],Gz=[],Wz=[],qz=Mn,Uz=Ut,jz=Math.abs;function Zz(t,e,n){for(var i,r=t[0],o=t[1],a=t[2],s=1/0,l=n*n,u=.1,c=.1;c<=.9;c+=.1){Hz[0]=qz(r[0],o[0],a[0],c),Hz[1]=qz(r[1],o[1],a[1],c);var h=jz(Uz(Hz,e)-l);h=0?i+=u:i-=u:f>=0?i-=u:i+=u}return i}function Yz(t,e){var n=[],i=An,r=[[],[],[]],o=[[],[]],a=[];e/=2,t.eachEdge((function(t,s){var l=t.getLayout(),u=t.getVisual("fromSymbol"),c=t.getVisual("toSymbol");l.__original||(l.__original=[Ot(l[0]),Ot(l[1])],l[2]&&l.__original.push(Ot(l[2])));var h=l.__original;if(null!=l[2]){if(Pt(r[0],h[0]),Pt(r[1],h[2]),Pt(r[2],h[1]),u&&"none"!==u){var d=hz(t.node1),p=Zz(r,h[0],d*e);i(r[0][0],r[1][0],r[2][0],p,n),r[0][0]=n[3],r[1][0]=n[4],i(r[0][1],r[1][1],r[2][1],p,n),r[0][1]=n[3],r[1][1]=n[4]}if(c&&"none"!==c){d=hz(t.node2),p=Zz(r,h[1],d*e);i(r[0][0],r[1][0],r[2][0],p,n),r[1][0]=n[1],r[2][0]=n[2],i(r[0][1],r[1][1],r[2][1],p,n),r[1][1]=n[1],r[2][1]=n[2]}Pt(l[0],r[0]),Pt(l[1],r[2]),Pt(l[2],r[1])}else{if(Pt(o[0],h[0]),Pt(o[1],h[1]),zt(a,o[1],o[0]),Ht(a,a),u&&"none"!==u){d=hz(t.node1);Nt(o[0],o[0],a,d*e)}if(c&&"none"!==c){d=hz(t.node2);Nt(o[1],o[1],a,-d*e)}Pt(l[0],o[0]),Pt(l[1],o[1])}}))}function Xz(t){return"view"===t.type}var $z=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.init=function(t,e){var n=new AT,i=new Fz,r=this.group;this._controller=new gP(e.getZr()),this._controllerHost={target:r},r.add(n.group),r.add(i.group),this._symbolDraw=n,this._lineDraw=i,this._firstRender=!0},e.prototype.render=function(t,e,n){var i=this,r=t.coordinateSystem;this._model=t;var o=this._symbolDraw,a=this._lineDraw,s=this.group;if(Xz(r)){var l={x:r.x,y:r.y,scaleX:r.scaleX,scaleY:r.scaleY};this._firstRender?s.attr(l):$c(s,l,t)}Yz(t.getGraph(),cz(t));var u=t.getData();o.updateData(u);var c=t.getEdgeData();a.updateData(c),this._updateNodeAndLinkScale(),this._updateController(t,e,n),clearTimeout(this._layoutTimeout);var h=t.forceLayout,d=t.get(["force","layoutAnimation"]);h&&this._startForceLayoutIteration(h,d),u.graph.eachNode((function(t){var e=t.dataIndex,n=t.getGraphicEl(),r=t.getModel();if(n){n.off("drag").off("dragend");var o=r.get("draggable");o&&n.on("drag",(function(){h&&(h.warmUp(),!i._layouting&&i._startForceLayoutIteration(h,d),h.setFixed(e),u.setItemLayout(e,[n.x,n.y]))})).on("dragend",(function(){h&&h.setUnfixed(e)})),n.setDraggable(o&&!!h,!!r.get("cursor"));var a=r.get(["emphasis","focus"]);"adjacency"===a&&(Lu(n).focus=t.getAdjacentDataIndices())}})),u.graph.eachEdge((function(t){var e=t.getGraphicEl(),n=t.getModel().get(["emphasis","focus"]);e&&"adjacency"===n&&(Lu(e).focus={edge:[t.dataIndex],node:[t.node1.dataIndex,t.node2.dataIndex]})}));var p="circular"===t.get("layout")&&t.get(["circular","rotateLabel"]),f=u.getLayout("cx"),g=u.getLayout("cy");u.eachItemGraphicEl((function(t,e){var n=u.getItemModel(e),i=n.get(["label","rotate"])||0,r=t.getSymbolPath();if(p){var o=u.getItemLayout(e),a=Math.atan2(o[1]-g,o[0]-f);a<0&&(a=2*Math.PI+a);var s=o[0]=0&&t.call(e,n[r],r)},t.prototype.eachEdge=function(t,e){for(var n=this.edges,i=n.length,r=0;r=0&&n[r].node1.dataIndex>=0&&n[r].node2.dataIndex>=0&&t.call(e,n[r],r)},t.prototype.breadthFirstTraverse=function(t,e,n,i){if(e instanceof tB||(e=this._nodesMap[Jz(e)]),e){for(var r="out"===n?"outEdges":"in"===n?"inEdges":"edges",o=0;o=0&&n.node2.dataIndex>=0}));for(r=0,o=i.length;r=0&&this[t][e].setItemVisual(this.dataIndex,n,i)},getVisual:function(n){return this[t][e].getItemVisual(this.dataIndex,n)},setLayout:function(n,i){this.dataIndex>=0&&this[t][e].setItemLayout(this.dataIndex,n,i)},getLayout:function(){return this[t][e].getItemLayout(this.dataIndex)},getGraphicEl:function(){return this[t][e].getItemGraphicEl(this.dataIndex)},getRawIndex:function(){return this[t][e].getRawIndex(this.dataIndex)}}}H(tB,nB("hostGraph","data")),H(eB,nB("hostGraph","edgeData"));const iB=Qz;function rB(t,e,n,i,r){for(var o=new iB(i),a=0;a "+d)),u++)}var p,f=n.get("coordinateSystem");if("cartesian2d"===f||"polar"===f)p=vT(t,n);else{var g=tf.get(f),v=g&&g.dimensions||[];V(v,"value")<0&&v.concat(["value"]);var y=QI(t,{coordDimensions:v,encodeDefine:n.getEncode()}).dimensions;p=new JI(y,n),p.initData(t)}var m=new JI(["value"],n);return m.initData(l,s),r&&r(p,m),tE({mainData:p,struct:o,structAttr:"graph",datas:{node:p,edge:m},datasAttr:{node:"data",edge:"edgeData"}}),o.update(),o}var oB=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.hasSymbolVisual=!0,n}return o(e,t),e.prototype.init=function(e){t.prototype.init.apply(this,arguments);var n=this;function i(){return n._categoriesData}this.legendVisualProvider=new RA(i,i),this.fillDataTextStyle(e.edges||e.links),this._updateCategoriesData()},e.prototype.mergeOption=function(e){t.prototype.mergeOption.apply(this,arguments),this.fillDataTextStyle(e.edges||e.links),this._updateCategoriesData()},e.prototype.mergeDefaultAndTheme=function(e){t.prototype.mergeDefaultAndTheme.apply(this,arguments),va(e,"edgeLabel",["show"])},e.prototype.getInitialData=function(t,e){var n=t.edges||t.links||[],i=t.data||t.nodes||[],r=this;if(i&&n){rz(this);var o=rB(i,n,this,!0,a);return W(o.edges,(function(t){oz(t.node1,t.node2,this,t.dataIndex)}),this),o.data}function a(t,e){t.wrapMethod("getItemModel",(function(t){var e=r._categoriesModels,n=t.getShallow("category"),i=e[n];return i&&(i.parentModel=t.parentModel,t.parentModel=i),t}));var n=Oh.prototype.getModel;function i(t,e){var i=n.call(this,t,e);return i.resolveParentPath=o,i}function o(t){if(t&&("label"===t[0]||"label"===t[1])){var e=t.slice();return"label"===t[0]?e[0]="edgeLabel":"label"===t[1]&&(e[1]="edgeLabel"),e}return t}e.wrapMethod("getItemModel",(function(t){return t.resolveParentPath=o,t.getModel=i,t}))}},e.prototype.getGraph=function(){return this.getData().graph},e.prototype.getEdgeData=function(){return this.getGraph().edgeData},e.prototype.getCategoriesData=function(){return this._categoriesData},e.prototype.formatTooltip=function(t,e,n){if("edge"===n){var i=this.getData(),r=this.getDataParams(t,n),o=i.graph.getEdgeByIndex(t),a=i.getName(o.node1.dataIndex),s=i.getName(o.node2.dataIndex),l=[];return null!=a&&l.push(a),null!=s&&l.push(s),iv("nameValue",{name:l.join(" > "),value:r.value,noValue:null==r.value})}var u=xv({series:this,dataIndex:t,multipleSeries:e});return u},e.prototype._updateCategoriesData=function(){var t=q(this.option.categories||[],(function(t){return null!=t.value?t:z({value:0},t)})),e=new JI(["value"],this);e.initData(t),this._categoriesData=e,this._categoriesModels=e.mapArray((function(t){return e.getItemModel(t)}))},e.prototype.setZoom=function(t){this.option.zoom=t},e.prototype.setCenter=function(t){this.option.center=t},e.prototype.isAnimationEnabled=function(){return t.prototype.isAnimationEnabled.call(this)&&!("force"===this.get("layout")&&this.get(["force","layoutAnimation"]))},e.type="series.graph",e.dependencies=["grid","polar","geo","singleAxis","calendar"],e.defaultOption={z:2,coordinateSystem:"view",legendHoverLink:!0,layout:null,circular:{rotateLabel:!1},force:{initLayout:null,repulsion:[0,50],gravity:.1,friction:.6,edgeLength:30,layoutAnimation:!0},left:"center",top:"center",symbol:"circle",symbolSize:10,edgeSymbol:["none","none"],edgeSymbolSize:10,edgeLabel:{position:"middle",distance:5},draggable:!1,roam:!1,center:null,zoom:1,nodeScaleRatio:.6,label:{show:!1,formatter:"{b}"},itemStyle:{},lineStyle:{color:"#aaa",width:1,opacity:.5},emphasis:{scale:!0,label:{show:!0}},select:{itemStyle:{borderColor:"#212121"}}},e}(Ov);const aB=oB;var sB={type:"graphRoam",event:"graphRoam",update:"none"};function lB(t){t.registerChartView(Kz),t.registerSeriesModel(aB),t.registerProcessor(jN),t.registerVisual(ZN),t.registerVisual(XN),t.registerLayout(uz),t.registerLayout(t.PRIORITY.VISUAL.POST_CHART_LAYOUT,vz),t.registerLayout(xz),t.registerCoordinateSystem("graphView",{dimensions:tR.dimensions,create:bz}),t.registerAction({type:"focusNodeAdjacency",event:"focusNodeAdjacency",update:"series:focusNodeAdjacency"},Ct),t.registerAction({type:"unfocusNodeAdjacency",event:"unfocusNodeAdjacency",update:"series:unfocusNodeAdjacency"},Ct),t.registerAction(sB,(function(t,e,n){e.eachComponent({mainType:"series",query:t},(function(e){var i=e.coordinateSystem,r=fR(i,t,void 0,n);e.setCenter&&e.setCenter(r.center),e.setZoom&&e.setZoom(r.zoom)}))}))}var uB=function(){function t(){this.angle=0,this.width=10,this.r=10,this.x=0,this.y=0}return t}(),cB=function(t){function e(e){var n=t.call(this,e)||this;return n.type="pointer",n}return o(e,t),e.prototype.getDefaultShape=function(){return new uB},e.prototype.buildPath=function(t,e){var n=Math.cos,i=Math.sin,r=e.r,o=e.width,a=e.angle,s=e.x-n(a)*o*(o>=r/3?1:2),l=e.y-i(a)*o*(o>=r/3?1:2);a=e.angle-Math.PI/2,t.moveTo(s,l),t.lineTo(e.x+n(a)*o,e.y+i(a)*o),t.lineTo(e.x+n(e.angle)*r,e.y+i(e.angle)*r),t.lineTo(e.x-n(a)*o,e.y-i(a)*o),t.lineTo(s,l)},e}(Xl);const hB=cB;function dB(t,e){var n=t.get("center"),i=e.getWidth(),r=e.getHeight(),o=Math.min(i,r),a=Wo(n[0],e.getWidth()),s=Wo(n[1],e.getHeight()),l=Wo(t.get("radius"),o/2);return{cx:a,cy:s,r:l}}function pB(t,e){var n=null==t?"":t+"";return e&&(tt(e)?n=e.replace("{value}",n):Q(e)&&(n=e(t))),n}var fB=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.render=function(t,e,n){this.group.removeAll();var i=t.get(["axisLine","lineStyle","color"]),r=dB(t,n);this._renderMain(t,e,n,i,r),this._data=t.getData()},e.prototype.dispose=function(){},e.prototype._renderMain=function(t,e,n,i,r){var o=this.group,a=t.get("clockwise"),s=-t.get("startAngle")/180*Math.PI,l=-t.get("endAngle")/180*Math.PI,u=t.getModel("axisLine"),c=u.get("roundCap"),h=c?VC:ky,d=u.get("show"),p=u.getModel("lineStyle"),f=p.get("width"),g=[s,l];bl(g,!a),s=g[0],l=g[1];for(var v=l-s,y=s,m=0;d&&m=t&&(0===e?0:i[e-1][0]).8?"bottom":"middle",align:u<-.4?"left":u>.4?"right":"center"},{inheritColor:R}),silent:!0}))}if(m.get("show")&&D!==_){L=m.get("distance");L=L?L+l:l;for(var E=0;E<=b;E++){u=Math.cos(M),c=Math.sin(M);var N=new qy({shape:{x1:u*(f-L)+d,y1:c*(f-L)+p,x2:u*(f-S-L)+d,y2:c*(f-S-L)+p},silent:!0,style:A});"auto"===A.stroke&&N.setStyle({stroke:i((D+E/b)/_)}),h.add(N),M+=T}M-=T}else M+=I}},e.prototype._renderPointer=function(t,e,n,i,r,o,a,s,l){var u=this.group,c=this._data,h=this._progressEls,d=[],p=t.get(["pointer","show"]),f=t.getModel("progress"),g=f.get("show"),v=t.getData(),y=v.mapDimension("value"),m=+t.get("min"),x=+t.get("max"),_=[m,x],b=[o,a];function w(e,n){var i,o=v.getItemModel(e),a=o.getModel("pointer"),s=Wo(a.get("width"),r.r),l=Wo(a.get("length"),r.r),u=t.get(["pointer","icon"]),c=a.get("offsetCenter"),h=Wo(c[0],r.r),d=Wo(c[1],r.r),p=a.get("keepAspect");return i=u?v_(u,h-s/2,d-l,s,l,null,p):new hB({shape:{angle:-Math.PI/2,width:s,r:l,x:h,y:d}}),i.rotation=-(n+Math.PI/2),i.x=r.cx,i.y=r.cy,i}function S(t,e){var n=f.get("roundCap"),i=n?VC:ky,a=f.get("overlap"),u=a?f.get("width"):l/v.count(),c=a?r.r-u:r.r-(t+1)*u,h=a?r.r:r.r-t*u,d=new i({shape:{startAngle:o,endAngle:e,cx:r.cx,cy:r.cy,clockwise:s,r0:c,r:h}});return a&&(d.z2=x-v.get(y,t)%x),d}(g||p)&&(v.diff(c).add((function(e){var n=v.get(y,e);if(p){var i=w(e,o);Kc(i,{rotation:-((isNaN(+n)?b[0]:Go(n,_,b,!0))+Math.PI/2)},t),u.add(i),v.setItemGraphicEl(e,i)}if(g){var r=S(e,o),a=f.get("clip");Kc(r,{shape:{endAngle:Go(n,_,b,a)}},t),u.add(r),Pu(t.seriesIndex,v.dataType,e,r),d[e]=r}})).update((function(e,n){var i=v.get(y,e);if(p){var r=c.getItemGraphicEl(n),a=r?r.rotation:o,s=w(e,a);s.rotation=a,$c(s,{rotation:-((isNaN(+i)?b[0]:Go(i,_,b,!0))+Math.PI/2)},t),u.add(s),v.setItemGraphicEl(e,s)}if(g){var l=h[n],m=l?l.shape.endAngle:o,x=S(e,m),M=f.get("clip");$c(x,{shape:{endAngle:Go(i,_,b,M)}},t),u.add(x),Pu(t.seriesIndex,v.dataType,e,x),d[e]=x}})).execute(),v.each((function(t){var e=v.getItemModel(t),n=e.getModel("emphasis"),r=n.get("focus"),o=n.get("blurScope"),a=n.get("disabled");if(p){var s=v.getItemGraphicEl(t),l=v.getItemVisual(t,"style"),u=l.fill;if(s instanceof iu){var c=s.style;s.useStyle(z({image:c.image,x:c.x,y:c.y,width:c.width,height:c.height},l))}else s.useStyle(l),"pointer"!==s.type&&s.setColor(u);s.setStyle(e.getModel(["pointer","itemStyle"]).getItemStyle()),"auto"===s.style.fill&&s.setStyle("fill",i(Go(v.get(y,t),_,[0,1],!0))),s.z2EmphasisLift=0,Vc(s,e),Ec(s,r,o,a)}if(g){var h=d[t];h.useStyle(v.getItemVisual(t,"style")),h.setStyle(e.getModel(["progress","itemStyle"]).getItemStyle()),h.z2EmphasisLift=0,Vc(h,e),Ec(h,r,o,a)}})),this._progressEls=d)},e.prototype._renderAnchor=function(t,e){var n=t.getModel("anchor"),i=n.get("show");if(i){var r=n.get("size"),o=n.get("icon"),a=n.get("offsetCenter"),s=n.get("keepAspect"),l=v_(o,e.cx-r/2+Wo(a[0],e.r),e.cy-r/2+Wo(a[1],e.r),r,r,null,s);l.z2=n.get("showAbove")?1:0,l.setStyle(n.getModel("itemStyle").getItemStyle()),this.group.add(l)}},e.prototype._renderTitleAndDetail=function(t,e,n,i,r){var o=this,a=t.getData(),s=a.mapDimension("value"),l=+t.get("min"),u=+t.get("max"),c=new Lo,h=[],d=[],p=t.isAnimationEnabled(),f=t.get(["pointer","showAbove"]);a.diff(this._data).add((function(t){h[t]=new Du({silent:!0}),d[t]=new Du({silent:!0})})).update((function(t,e){h[t]=o._titleEls[e],d[t]=o._detailEls[e]})).execute(),a.each((function(e){var n=a.getItemModel(e),o=a.get(s,e),g=new Lo,v=i(Go(o,[l,u],[0,1],!0)),y=n.getModel("title");if(y.get("show")){var m=y.get("offsetCenter"),x=r.cx+Wo(m[0],r.r),_=r.cy+Wo(m[1],r.r),b=h[e];b.attr({z2:f?0:2,style:uh(y,{x,y:_,text:a.getName(e),align:"center",verticalAlign:"middle"},{inheritColor:v})}),g.add(b)}var w=n.getModel("detail");if(w.get("show")){var S=w.get("offsetCenter"),M=r.cx+Wo(S[0],r.r),I=r.cy+Wo(S[1],r.r),T=Wo(w.get("width"),r.r),C=Wo(w.get("height"),r.r),A=t.get(["progress","show"])?a.getItemVisual(e,"style").fill:v,k=(b=d[e],w.get("formatter"));b.attr({z2:f?0:2,style:uh(w,{x:M,y:I,text:pB(o,k),width:isNaN(T)?null:T,height:isNaN(C)?null:C,align:"center",verticalAlign:"middle"},{inheritColor:A})}),xh(b,{normal:w},o,(function(t){return pB(t,k)})),p&&_h(b,e,a,t,{getFormattedLabel:function(t,e,n,i,r,a){return pB(a?a.interpolatedValue:o,k)}}),g.add(b)}c.add(g)})),this.group.add(c),this._titleEls=h,this._detailEls=d},e.type="gauge",e}(nx);const gB=fB;var vB=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.visualStyleAccessPath="itemStyle",n}return o(e,t),e.prototype.getInitialData=function(t,e){return PA(this,["value"])},e.type="series.gauge",e.defaultOption={z:2,colorBy:"data",center:["50%","50%"],legendHoverLink:!0,radius:"75%",startAngle:225,endAngle:-45,clockwise:!0,min:0,max:100,splitNumber:10,axisLine:{show:!0,roundCap:!1,lineStyle:{color:[[1,"#E6EBF8"]],width:10}},progress:{show:!1,overlap:!0,width:10,roundCap:!1,clip:!0},splitLine:{show:!0,length:10,distance:10,lineStyle:{color:"#63677A",width:3,type:"solid"}},axisTick:{show:!0,splitNumber:5,length:6,distance:10,lineStyle:{color:"#63677A",width:1,type:"solid"}},axisLabel:{show:!0,distance:15,color:"#464646",fontSize:12},pointer:{icon:null,offsetCenter:[0,0],show:!0,showAbove:!0,length:"60%",width:6,keepAspect:!1},anchor:{show:!1,showAbove:!1,size:6,icon:"circle",offsetCenter:[0,0],keepAspect:!1,itemStyle:{color:"#fff",borderWidth:0,borderColor:"#5470c6"}},title:{show:!0,offsetCenter:[0,"20%"],color:"#464646",fontSize:16,valueAnimation:!1},detail:{show:!0,backgroundColor:"rgba(0,0,0,0)",borderWidth:0,borderColor:"#ccc",width:100,height:null,padding:[5,10],offsetCenter:[0,"40%"],color:"#464646",fontSize:30,fontWeight:"bold",lineHeight:30,valueAnimation:!1}},e}(Ov);const yB=vB;function mB(t){t.registerChartView(gB),t.registerSeriesModel(yB)}var xB=["itemStyle","opacity"],_B=function(t){function e(e,n){var i=t.call(this)||this,r=i,o=new Fy,a=new Du;return r.setTextContent(a),i.setTextGuideLine(o),i.updateData(e,n,!0),i}return o(e,t),e.prototype.updateData=function(t,e,n){var i=this,r=t.hostModel,o=t.getItemModel(e),a=t.getItemLayout(e),s=o.getModel("emphasis"),l=o.get(xB);l=null==l?1:l,n||nh(i),i.useStyle(t.getItemVisual(e,"style")),i.style.lineJoin="round",n?(i.setShape({points:a.points}),i.style.opacity=0,Kc(i,{style:{opacity:l}},r,e)):$c(i,{style:{opacity:l},shape:{points:a.points}},r,e),Vc(i,o),this._updateLabel(t,e),Ec(this,s.get("focus"),s.get("blurScope"),s.get("disabled"))},e.prototype._updateLabel=function(t,e){var 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B({strokeNoScale:!0},t.brushStyle)}function tF(t,e,n,i){var r=[IV(t,n),IV(e,i)],o=[TV(t,n),TV(e,i)];return[[r[0],o[0]],[r[1],o[1]]]}function eF(t){return Pm(t.group)}function nF(t,e){var n={w:"left",e:"right",n:"top",s:"bottom"},i={left:"w",right:"e",top:"n",bottom:"s"},r=Rm(n[e],eF(t));return i[r]}function iF(t,e){var n=[nF(t,e[0]),nF(t,e[1])];return("e"===n[0]||"w"===n[0])&&n.reverse(),n.join("")}function rF(t,e,n,i,r,o){var a=n.__brushOption,s=t.toRectRange(a.range),l=aF(e,r,o);W(i,(function(t){var e=PV[t];s[e[0]][e[1]]+=l[e[0]]})),a.range=t.fromRectRange(tF(s[0][0],s[1][0],s[0][1],s[1][1])),HV(e,n),jV(e,{isEnd:!1})}function oF(t,e,n,i){var r=e.__brushOption.range,o=aF(t,n,i);W(r,(function(t){t[0]+=o[0],t[1]+=o[1]})),HV(t,e),jV(t,{isEnd:!1})}function aF(t,e,n){var i=t.group,r=i.transformCoordToLocal(e,n),o=i.transformCoordToLocal(0,0);return[r[0]-o[0],r[1]-o[1]]}function sF(t,e,n){var i=qV(t,e);return i&&i!==MV?i.clipPath(n,t._transform):R(n)}function lF(t){var e=IV(t[0][0],t[1][0]),n=IV(t[0][1],t[1][1]),i=TV(t[0][0],t[1][0]),r=TV(t[0][1],t[1][1]);return{x:e,y:n,width:i-e,height:r-n}}function uF(t,e,n){if(t._brushType&&!vF(t,e.offsetX,e.offsetY)){var i=t._zr,r=t._covers,o=WV(t,e,n);if(!t._dragging)for(var a=0;ai.getWidth()||n<0||n>i.getHeight()}var yF={lineX:mF(0),lineY:mF(1),rect:{createCover:function(t,e){function n(t){return t}return XV({toRectRange:n,fromRectRange:n},t,e,[["w"],["e"],["n"],["s"],["s","e"],["s","w"],["n","e"],["n","w"]])},getCreatingRange:function(t){var e=YV(t);return tF(e[1][0],e[1][1],e[0][0],e[0][1])},updateCoverShape:function(t,e,n,i){$V(t,e,n,i)},updateCommon:KV,contain:hF},polygon:{createCover:function(t,e){var n=new Lo;return n.add(new Fy({name:"main",style:QV(e),silent:!0})),n},getCreatingRange:function(t){return t},endCreating:function(t,e){e.remove(e.childAt(0)),e.add(new 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i.contain(r[0],r[1])&&!_P(t,e,n)}}function SF(t){return oo.create(t)}var MF=["axisLine","axisTickLabel","axisName"],IF=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.init=function(e,n){t.prototype.init.apply(this,arguments),(this._brushController=new xF(n.getZr())).on("brush",$(this._onBrush,this))},e.prototype.render=function(t,e,n,i){if(!TF(t,e,i)){this.axisModel=t,this.api=n,this.group.removeAll();var r=this._axisGroup;if(this._axisGroup=new Lo,this.group.add(this._axisGroup),t.get("show")){var o=AF(t,e),a=o.coordinateSystem,s=t.getAreaSelectStyle(),l=s.width,u=t.axis.dim,c=a.getAxisLayout(u),h=z({strokeContainThreshold:l},c),d=new hL(t,h);W(MF,d.add,d),this._axisGroup.add(d.getGroup()),this._refreshBrushController(h,s,t,o,l,n),zm(r,this._axisGroup,t)}}},e.prototype._refreshBrushController=function(t,e,n,i,r,o){var a=n.axis.getExtent(),s=a[1]-a[0],l=Math.min(30,.1*Math.abs(s)),u=oo.create({x:a[0],y:-r/2,width:s,height:r});u.x-=l,u.width+=2*l,this._brushController.mount({enableGlobalPan:!0,rotation:t.rotation,x:t.position[0],y:t.position[1]}).setPanels([{panelId:"pl",clipPath:_F(u),isTargetByCursor:wF(u,o,i),getLinearBrushOtherExtent:bF(u,0)}]).enableBrush({brushType:"lineX",brushStyle:e,removeOnClick:!0}).updateCovers(CF(n))},e.prototype._onBrush=function(t){var e=t.areas,n=this.axisModel,i=n.axis,r=q(e,(function(t){return[i.coordToData(t.range[0],!0),i.coordToData(t.range[1],!0)]}));(!n.option.realtime===t.isEnd||t.removeOnClick)&&this.api.dispatchAction({type:"axisAreaSelect",parallelAxisId:n.id,intervals:r})},e.prototype.dispose=function(){this._brushController.dispose()},e.type="parallelAxis",e}(Ev);function TF(t,e,n){return n&&"axisAreaSelect"===n.type&&e.findComponents({mainType:"parallelAxis",query:n})[0]===t}function CF(t){var e=t.axis;return q(t.activeIntervals,(function(t){return{brushType:"lineX",panelId:"pl",range:[e.dataToCoord(t[0],!0),e.dataToCoord(t[1],!0)]}}))}function AF(t,e){return e.getComponent("parallel",t.get("parallelIndex"))}const kF=IF;var DF={type:"axisAreaSelect",event:"axisAreaSelected"};function LF(t){t.registerAction(DF,(function(t,e){e.eachComponent({mainType:"parallelAxis",query:t},(function(e){e.axis.model.setActiveIntervals(t.intervals)}))})),t.registerAction("parallelAxisExpand",(function(t,e){e.eachComponent({mainType:"parallel",query:t},(function(e){e.setAxisExpand(t)}))}))}var PF={type:"value",areaSelectStyle:{width:20,borderWidth:1,borderColor:"rgba(160,197,232)",color:"rgba(160,197,232)",opacity:.3},realtime:!0,z:10};function OF(t){t.registerComponentView(QB),t.registerComponentModel(eV),t.registerCoordinateSystem("parallel",bV),t.registerPreprocessor(jB),t.registerComponentModel(SV),t.registerComponentView(kF),uk(t,"parallel",SV,PF),LF(t)}function RF(t){jw(OF),t.registerChartView(BB),t.registerSeriesModel(GB),t.registerVisual(t.PRIORITY.VISUAL.BRUSH,UB)}var EF=function(){function t(){this.x1=0,this.y1=0,this.x2=0,this.y2=0,this.cpx1=0,this.cpy1=0,this.cpx2=0,this.cpy2=0,this.extent=0}return t}(),NF=function(t){function e(e){return t.call(this,e)||this}return o(e,t),e.prototype.getDefaultShape=function(){return new EF},e.prototype.buildPath=function(t,e){var n=e.extent;t.moveTo(e.x1,e.y1),t.bezierCurveTo(e.cpx1,e.cpy1,e.cpx2,e.cpy2,e.x2,e.y2),"vertical"===e.orient?(t.lineTo(e.x2+n,e.y2),t.bezierCurveTo(e.cpx2+n,e.cpy2,e.cpx1+n,e.cpy1,e.x1+n,e.y1)):(t.lineTo(e.x2,e.y2+n),t.bezierCurveTo(e.cpx2,e.cpy2+n,e.cpx1,e.cpy1+n,e.x1,e.y1+n)),t.closePath()},e.prototype.highlight=function(){vc(this)},e.prototype.downplay=function(){yc(this)},e}(Xl),zF=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n._focusAdjacencyDisabled=!1,n}return o(e,t),e.prototype.render=function(t,e,n){var i=this,r=t.getGraph(),o=this.group,a=t.layoutInfo,s=a.width,l=a.height,u=t.getData(),c=t.getData("edge"),h=t.get("orient");this._model=t,o.removeAll(),o.x=a.x,o.y=a.y,r.eachEdge((function(e){var n=new NF,i=Lu(n);i.dataIndex=e.dataIndex,i.seriesIndex=t.seriesIndex,i.dataType="edge";var r,a,u,d,p,f,g,v,y=e.getModel(),m=y.getModel("lineStyle"),x=m.get("curveness"),_=e.node1.getLayout(),b=e.node1.getModel(),w=b.get("localX"),S=b.get("localY"),M=e.node2.getLayout(),I=e.node2.getModel(),T=I.get("localX"),C=I.get("localY"),A=e.getLayout();switch(n.shape.extent=Math.max(1,A.dy),n.shape.orient=h,"vertical"===h?(r=(null!=w?w*s:_.x)+A.sy,a=(null!=S?S*l:_.y)+_.dy,u=(null!=T?T*s:M.x)+A.ty,d=null!=C?C*l:M.y,p=r,f=a*(1-x)+d*x,g=u,v=a*x+d*(1-x)):(r=(null!=w?w*s:_.x)+_.dx,a=(null!=S?S*l:_.y)+A.sy,u=null!=T?T*s:M.x,d=(null!=C?C*l:M.y)+A.ty,p=r*(1-x)+u*x,f=a,g=r*x+u*(1-x),v=d),n.setShape({x1:r,y1:a,x2:u,y2:d,cpx1:p,cpy1:f,cpx2:g,cpy2:v}),n.useStyle(m.getItemStyle()),n.style.fill){case"source":n.style.fill=e.node1.getVisual("color"),n.style.decal=e.node1.getVisual("style").decal;break;case"target":n.style.fill=e.node2.getVisual("color"),n.style.decal=e.node2.getVisual("style").decal;break;case"gradient":var k=e.node1.getVisual("color"),D=e.node2.getVisual("color");tt(k)&&tt(D)&&(n.style.fill=new rm(0,0,+("horizontal"===h),+("vertical"===h),[{color:k,offset:0},{color:D,offset:1}]))}var L=y.getModel("emphasis");Vc(n,y,"lineStyle",(function(t){return t.getItemStyle()})),o.add(n),c.setItemGraphicEl(e.dataIndex,n);var P=L.get("focus");Ec(n,"adjacency"===P?e.getAdjacentDataIndices():P,L.get("blurScope"),L.get("disabled")),Lu(n).dataType="edge"})),r.eachNode((function(e){var n=e.getLayout(),i=e.getModel(),r=i.get("localX"),a=i.get("localY"),c=i.getModel("emphasis"),h=new du({shape:{x:null!=r?r*s:n.x,y:null!=a?a*l:n.y,width:n.dx,height:n.dy},style:i.getModel("itemStyle").getItemStyle(),z2:10});sh(h,lh(i),{labelFetcher:t,labelDataIndex:e.dataIndex,defaultText:e.id}),h.disableLabelAnimation=!0,h.setStyle("fill",e.getVisual("color")),h.setStyle("decal",e.getVisual("style").decal),Vc(h,i),o.add(h),u.setItemGraphicEl(e.dataIndex,h),Lu(h).dataType="node";var d=c.get("focus");Ec(h,"adjacency"===d?e.getAdjacentDataIndices():d,c.get("blurScope"),c.get("disabled"))})),u.eachItemGraphicEl((function(e,r){var o=u.getItemModel(r);o.get("draggable")&&(e.drift=function(e,o){i._focusAdjacencyDisabled=!0,this.shape.x+=e,this.shape.y+=o,this.dirty(),n.dispatchAction({type:"dragNode",seriesId:t.id,dataIndex:u.getRawIndex(r),localX:this.shape.x/s,localY:this.shape.y/l})},e.ondragend=function(){i._focusAdjacencyDisabled=!1},e.draggable=!0,e.cursor="move")})),!this._data&&t.isAnimationEnabled()&&o.setClipPath(BF(o.getBoundingRect(),t,(function(){o.removeClipPath()}))),this._data=t.getData()},e.prototype.dispose=function(){},e.type="sankey",e}(nx);function BF(t,e,n){var i=new du({shape:{x:t.x-10,y:t.y-10,width:0,height:t.height+20}});return Kc(i,{shape:{width:t.width+20}},e,n),i}const VF=zF;var FF=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.getInitialData=function(t,e){var n=t.edges||t.links,i=t.data||t.nodes,r=t.levels;this.levelModels=[];for(var o=this.levelModels,a=0;a=0&&(o[r[a].depth]=new Oh(r[a],this,e));if(i&&n){var s=rB(i,n,this,!0,l);return s.data}function l(t,e){t.wrapMethod("getItemModel",(function(t,e){var n=t.parentModel,i=n.getData().getItemLayout(e);if(i){var r=i.depth,o=n.levelModels[r];o&&(t.parentModel=o)}return t})),e.wrapMethod("getItemModel",(function(t,e){var n=t.parentModel,i=n.getGraph().getEdgeByIndex(e),r=i.node1.getLayout();if(r){var o=r.depth,a=n.levelModels[o];a&&(t.parentModel=a)}return t}))}},e.prototype.setNodePosition=function(t,e){var n=this.option.data||this.option.nodes,i=n[t];i.localX=e[0],i.localY=e[1]},e.prototype.getGraph=function(){return this.getData().graph},e.prototype.getEdgeData=function(){return this.getGraph().edgeData},e.prototype.formatTooltip=function(t,e,n){function i(t){return isNaN(t)||null==t}if("edge"===n){var r=this.getDataParams(t,n),o=r.data,a=r.value,s=o.source+" -- "+o.target;return iv("nameValue",{name:s,value:a,noValue:i(a)})}var l=this.getGraph().getNodeByIndex(t),u=l.getLayout().value,c=this.getDataParams(t,n).data.name;return iv("nameValue",{name:null!=c?c+"":null,value:u,noValue:i(u)})},e.prototype.optionUpdated=function(){},e.prototype.getDataParams=function(e,n){var i=t.prototype.getDataParams.call(this,e,n);if(null==i.value&&"node"===n){var r=this.getGraph().getNodeByIndex(e),o=r.getLayout().value;i.value=o}return i},e.type="series.sankey",e.defaultOption={z:2,coordinateSystem:"view",left:"5%",top:"5%",right:"20%",bottom:"5%",orient:"horizontal",nodeWidth:20,nodeGap:8,draggable:!0,layoutIterations:32,label:{show:!0,position:"right",fontSize:12},levels:[],nodeAlign:"justify",lineStyle:{color:"#314656",opacity:.2,curveness:.5},emphasis:{label:{show:!0},lineStyle:{opacity:.5}},select:{itemStyle:{borderColor:"#212121"}},animationEasing:"linear",animationDuration:1e3},e}(Ov);const HF=FF;function GF(t,e){t.eachSeriesByType("sankey",(function(t){var n=t.get("nodeWidth"),i=t.get("nodeGap"),r=WF(t,e);t.layoutInfo=r;var o=r.width,a=r.height,s=t.getGraph(),l=s.nodes,u=s.edges;UF(l);var c=j(l,(function(t){return 0===t.getLayout().value})),h=0!==c.length?0:t.get("layoutIterations"),d=t.get("orient"),p=t.get("nodeAlign");qF(l,u,n,i,o,a,h,d,p)}))}function WF(t,e){return Xd(t.getBoxLayoutParams(),{width:e.getWidth(),height:e.getHeight()})}function qF(t,e,n,i,r,o,a,s,l){jF(t,e,n,r,o,s,l),KF(t,e,o,r,i,a,s),cH(t,s)}function UF(t){W(t,(function(t){var e=lH(t.outEdges,sH),n=lH(t.inEdges,sH),i=t.getValue()||0,r=Math.max(e,n,i);t.setLayout({value:r},!0)}))}function jF(t,e,n,i,r,o,a){for(var s=[],l=[],u=[],c=[],h=0,d=0;d=0;y&&v.depth>p&&(p=v.depth),g.setLayout({depth:y?v.depth:h},!0),"vertical"===o?g.setLayout({dy:n},!0):g.setLayout({dx:n},!0);for(var m=0;mh-1?p:h-1;a&&"left"!==a&&YF(t,a,o,S);var M="vertical"===o?(r-n)/S:(i-n)/S;$F(t,M,o)}function ZF(t){var e=t.hostGraph.data.getRawDataItem(t.dataIndex);return null!=e.depth&&e.depth>=0}function YF(t,e,n,i){if("right"===e){var r=[],o=t,a=0;while(o.length){for(var s=0;s0;o--)l*=.99,eH(s,l,a),tH(s,r,n,i,a),uH(s,l,a),tH(s,r,n,i,a)}function JF(t,e){var n=[],i="vertical"===e?"y":"x",r=Za(t,(function(t){return t.getLayout()[i]}));return r.keys.sort((function(t,e){return t-e})),W(r.keys,(function(t){n.push(r.buckets.get(t))})),n}function QF(t,e,n,i,r,o){var a=1/0;W(t,(function(t){var e=t.length,s=0;W(t,(function(t){s+=t.getLayout().value}));var l="vertical"===o?(i-(e-1)*r)/s:(n-(e-1)*r)/s;l0&&(a=s.getLayout()[o]+l,"vertical"===r?s.setLayout({x:a},!0):s.setLayout({y:a},!0)),u=s.getLayout()[o]+s.getLayout()[h]+e;var p="vertical"===r?i:n;if(l=u-e-p,l>0){a=s.getLayout()[o]-l,"vertical"===r?s.setLayout({x:a},!0):s.setLayout({y:a},!0),u=a;for(d=c-2;d>=0;--d)s=t[d],l=s.getLayout()[o]+s.getLayout()[h]+e-u,l>0&&(a=s.getLayout()[o]-l,"vertical"===r?s.setLayout({x:a},!0):s.setLayout({y:a},!0)),u=s.getLayout()[o]}}))}function eH(t,e,n){W(t.slice().reverse(),(function(t){W(t,(function(t){if(t.outEdges.length){var i=lH(t.outEdges,nH,n)/lH(t.outEdges,sH);if(isNaN(i)){var r=t.outEdges.length;i=r?lH(t.outEdges,iH,n)/r:0}if("vertical"===n){var o=t.getLayout().x+(i-aH(t,n))*e;t.setLayout({x:o},!0)}else{var a=t.getLayout().y+(i-aH(t,n))*e;t.setLayout({y:a},!0)}}}))}))}function nH(t,e){return aH(t.node2,e)*t.getValue()}function iH(t,e){return aH(t.node2,e)}function rH(t,e){return aH(t.node1,e)*t.getValue()}function oH(t,e){return aH(t.node1,e)}function aH(t,e){return"vertical"===e?t.getLayout().x+t.getLayout().dx/2:t.getLayout().y+t.getLayout().dy/2}function sH(t){return t.getValue()}function lH(t,e,n){var i=0,r=t.length,o=-1;while(++or&&(r=e)})),W(n,(function(e){var n=new pN({type:"color",mappingMethod:"linear",dataExtent:[i,r],visual:t.get("color")}),o=n.mapValueToVisual(e.getLayout().value),a=e.getModel().get(["itemStyle","color"]);null!=a?(e.setVisual("color",a),e.setVisual("style",{fill:a})):(e.setVisual("color",o),e.setVisual("style",{fill:o}))}))}}))}function dH(t){t.registerChartView(VF),t.registerSeriesModel(HF),t.registerLayout(GF),t.registerVisual(hH),t.registerAction({type:"dragNode",event:"dragnode",update:"update"},(function(t,e){e.eachComponent({mainType:"series",subType:"sankey",query:t},(function(e){e.setNodePosition(t.dataIndex,[t.localX,t.localY])}))}))}var pH=function(){function t(){}return t.prototype.getInitialData=function(t,e){var n,i,r=e.getComponent("xAxis",this.get("xAxisIndex")),o=e.getComponent("yAxis",this.get("yAxisIndex")),a=r.get("type"),s=o.get("type");"category"===a?(t.layout="horizontal",n=r.getOrdinalMeta(),i=!0):"category"===s?(t.layout="vertical",n=o.getOrdinalMeta(),i=!0):t.layout=t.layout||"horizontal";var l=["x","y"],u="horizontal"===t.layout?0:1,c=this._baseAxisDim=l[u],h=l[1-u],d=[r,o],p=d[u].get("type"),f=d[1-u].get("type"),g=t.data;if(g&&i){var v=[];W(g,(function(t,e){var n;J(t)?(n=t.slice(),t.unshift(e)):J(t.value)?(n=z({},t),n.value=n.value.slice(),t.value.unshift(e)):n=t,v.push(n)})),t.data=v}var y=this.defaultValueDimensions,m=[{name:c,type:TI(p),ordinalMeta:n,otherDims:{tooltip:!1,itemName:0},dimsDef:["base"]},{name:h,type:TI(f),dimsDef:y.slice()}];return PA(this,{coordDimensions:m,dimensionsCount:y.length+1,encodeDefaulter:K(bp,m,this)})},t.prototype.getBaseAxis=function(){var t=this._baseAxisDim;return this.ecModel.getComponent(t+"Axis",this.get(t+"AxisIndex")).axis},t}(),fH=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.defaultValueDimensions=[{name:"min",defaultTooltip:!0},{name:"Q1",defaultTooltip:!0},{name:"median",defaultTooltip:!0},{name:"Q3",defaultTooltip:!0},{name:"max",defaultTooltip:!0}],n.visualDrawType="stroke",n}return o(e,t),e.type="series.boxplot",e.dependencies=["xAxis","yAxis","grid"],e.defaultOption={z:2,coordinateSystem:"cartesian2d",legendHoverLink:!0,layout:null,boxWidth:[7,50],itemStyle:{color:"#fff",borderWidth:1},emphasis:{scale:!0,itemStyle:{borderWidth:2,shadowBlur:5,shadowOffsetX:1,shadowOffsetY:1,shadowColor:"rgba(0,0,0,0.2)"}},animationDuration:800},e}(Ov);H(fH,pH,!0);const gH=fH;var vH=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.render=function(t,e,n){var i=t.getData(),r=this.group,o=this._data;this._data||r.removeAll();var a="horizontal"===t.get("layout")?1:0;i.diff(o).add((function(t){if(i.hasValue(t)){var e=i.getItemLayout(t),n=xH(e,i,t,a,!0);i.setItemGraphicEl(t,n),r.add(n)}})).update((function(t,e){var n=o.getItemGraphicEl(e);if(i.hasValue(t)){var s=i.getItemLayout(t);n?(nh(n),_H(s,n,i,t)):n=xH(s,i,t,a),r.add(n),i.setItemGraphicEl(t,n)}else r.remove(n)})).remove((function(t){var e=o.getItemGraphicEl(t);e&&r.remove(e)})).execute(),this._data=i},e.prototype.remove=function(t){var e=this.group,n=this._data;this._data=null,n&&n.eachItemGraphicEl((function(t){t&&e.remove(t)}))},e.type="boxplot",e}(nx),yH=function(){function t(){}return t}(),mH=function(t){function e(e){var n=t.call(this,e)||this;return n.type="boxplotBoxPath",n}return o(e,t),e.prototype.getDefaultShape=function(){return new yH},e.prototype.buildPath=function(t,e){var n=e.points,i=0;for(t.moveTo(n[i][0],n[i][1]),i++;i<4;i++)t.lineTo(n[i][0],n[i][1]);for(t.closePath();ig){var _=[y,x];i.push(_)}}}return{boxData:n,outliers:i}}var DH={type:"echarts:boxplot",transform:function(t){var e=t.upstream;if(e.sourceFormat!==hp){var n="";0,vg(n)}var i=kH(e.getRawData(),t.config);return[{dimensions:["ItemName","Low","Q1","Q2","Q3","High"],data:i.boxData},{data:i.outliers}]}};function LH(t){t.registerSeriesModel(gH),t.registerChartView(wH),t.registerVisual(SH),t.registerLayout(IH),t.registerTransform(DH)}var PH=["color","borderColor"],OH=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.render=function(t,e,n){this.group.removeClipPath(),this._progressiveEls=null,this._updateDrawMode(t),this._isLargeDraw?this._renderLarge(t):this._renderNormal(t)},e.prototype.incrementalPrepareRender=function(t,e,n){this._clear(),this._updateDrawMode(t)},e.prototype.incrementalRender=function(t,e,n,i){this._progressiveEls=[],this._isLargeDraw?this._incrementalRenderLarge(t,e):this._incrementalRenderNormal(t,e)},e.prototype.eachRendered=function(t){Zm(this._progressiveEls||this.group,t)},e.prototype._updateDrawMode=function(t){var e=t.pipelineContext.large;null!=this._isLargeDraw&&e===this._isLargeDraw||(this._isLargeDraw=e,this._clear())},e.prototype._renderNormal=function(t){var e=t.getData(),n=this._data,i=this.group,r=e.getLayout("isSimpleBox"),o=t.get("clip",!0),a=t.coordinateSystem,s=a.getArea&&a.getArea();this._data||i.removeAll(),e.diff(n).add((function(n){if(e.hasValue(n)){var a=e.getItemLayout(n);if(o&&zH(s,a))return;var l=NH(a,n,!0);Kc(l,{shape:{points:a.ends}},t,n),BH(l,e,n,r),i.add(l),e.setItemGraphicEl(n,l)}})).update((function(a,l){var u=n.getItemGraphicEl(l);if(e.hasValue(a)){var c=e.getItemLayout(a);o&&zH(s,c)?i.remove(u):(u?($c(u,{shape:{points:c.ends}},t,a),nh(u)):u=NH(c,a),BH(u,e,a,r),i.add(u),e.setItemGraphicEl(a,u))}else i.remove(u)})).remove((function(t){var e=n.getItemGraphicEl(t);e&&i.remove(e)})).execute(),this._data=e},e.prototype._renderLarge=function(t){this._clear(),GH(t,this.group);var e=t.get("clip",!0)?ZT(t.coordinateSystem,!1,t):null;e?this.group.setClipPath(e):this.group.removeClipPath()},e.prototype._incrementalRenderNormal=function(t,e){var n,i=e.getData(),r=i.getLayout("isSimpleBox");while(null!=(n=t.next())){var o=i.getItemLayout(n),a=NH(o,n);BH(a,i,n,r),a.incremental=!0,this.group.add(a),this._progressiveEls.push(a)}},e.prototype._incrementalRenderLarge=function(t,e){GH(e,this.group,this._progressiveEls,!0)},e.prototype.remove=function(t){this._clear()},e.prototype._clear=function(){this.group.removeAll(),this._data=null},e.type="candlestick",e}(nx),RH=function(){function t(){}return t}(),EH=function(t){function e(e){var n=t.call(this,e)||this;return n.type="normalCandlestickBox",n}return o(e,t),e.prototype.getDefaultShape=function(){return new RH},e.prototype.buildPath=function(t,e){var n=e.points;this.__simpleBox?(t.moveTo(n[4][0],n[4][1]),t.lineTo(n[6][0],n[6][1])):(t.moveTo(n[0][0],n[0][1]),t.lineTo(n[1][0],n[1][1]),t.lineTo(n[2][0],n[2][1]),t.lineTo(n[3][0],n[3][1]),t.closePath(),t.moveTo(n[4][0],n[4][1]),t.lineTo(n[5][0],n[5][1]),t.moveTo(n[6][0],n[6][1]),t.lineTo(n[7][0],n[7][1]))},e}(Xl);function NH(t,e,n){var i=t.ends;return new EH({shape:{points:n?VH(i,t):i},z2:100})}function zH(t,e){for(var n=!0,i=0;i0?"borderColor":"borderColor0"])||n.get(["itemStyle",t>0?"color":"color0"]),o=n.getModel("itemStyle").getItemStyle(PH);e.useStyle(o),e.style.fill=null,e.style.stroke=r}const qH=OH;var UH=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.defaultValueDimensions=[{name:"open",defaultTooltip:!0},{name:"close",defaultTooltip:!0},{name:"lowest",defaultTooltip:!0},{name:"highest",defaultTooltip:!0}],n}return o(e,t),e.prototype.getShadowDim=function(){return"open"},e.prototype.brushSelector=function(t,e,n){var i=e.getItemLayout(t);return i&&n.rect(i.brushRect)},e.type="series.candlestick",e.dependencies=["xAxis","yAxis","grid"],e.defaultOption={z:2,coordinateSystem:"cartesian2d",legendHoverLink:!0,layout:null,clip:!0,itemStyle:{color:"#eb5454",color0:"#47b262",borderColor:"#eb5454",borderColor0:"#47b262",borderWidth:1},emphasis:{scale:!0,itemStyle:{borderWidth:2}},barMaxWidth:null,barMinWidth:null,barWidth:null,large:!0,largeThreshold:600,progressive:3e3,progressiveThreshold:1e4,progressiveChunkMode:"mod",animationEasing:"linear",animationDuration:300},e}(Ov);H(UH,pH,!0);const jH=UH;function ZH(t){t&&J(t.series)&&W(t.series,(function(t){it(t)&&"k"===t.type&&(t.type="candlestick")}))}var YH=["itemStyle","borderColor"],XH=["itemStyle","borderColor0"],$H=["itemStyle","color"],KH=["itemStyle","color0"],JH={seriesType:"candlestick",plan:Nv(),performRawSeries:!0,reset:function(t,e){function n(t,e){return e.get(t>0?$H:KH)}function i(t,e){return e.get(t>0?YH:XH)}if(!e.isSeriesFiltered(t)){var r=t.pipelineContext.large;return!r&&{progress:function(t,e){var r;while(null!=(r=t.next())){var o=e.getItemModel(r),a=e.getItemLayout(r).sign,s=o.getItemStyle();s.fill=n(a,o),s.stroke=i(a,o)||s.fill;var l=e.ensureUniqueItemVisual(r,"style");z(l,s)}}}}}};const QH=JH;var tG={seriesType:"candlestick",plan:Nv(),reset:function(t){var e=t.coordinateSystem,n=t.getData(),i=nG(t,n),r=0,o=1,a=["x","y"],s=n.getDimensionIndex(n.mapDimension(a[r])),l=q(n.mapDimensionsAll(a[o]),n.getDimensionIndex,n),u=l[0],c=l[1],h=l[2],d=l[3];if(n.setLayout({candleWidth:i,isSimpleBox:i<=1.3}),!(s<0||l.length<4))return{progress:t.pipelineContext.large?f:p};function p(t,n){var a,l=n.getStore();while(null!=(a=t.next())){var p=l.get(s,a),f=l.get(u,a),g=l.get(c,a),v=l.get(h,a),y=l.get(d,a),m=Math.min(f,g),x=Math.max(f,g),_=I(m,p),b=I(x,p),w=I(v,p),S=I(y,p),M=[];T(M,b,0),T(M,_,1),M.push(A(S),A(b),A(w),A(_)),n.setItemLayout(a,{sign:eG(l,a,f,g,c),initBaseline:f>g?b[o]:_[o],ends:M,brushRect:C(v,y,p)})}function I(t,n){var i=[];return i[r]=n,i[o]=t,isNaN(n)||isNaN(t)?[NaN,NaN]:e.dataToPoint(i)}function T(t,e,n){var o=e.slice(),a=e.slice();o[r]=Lm(o[r]+i/2,1,!1),a[r]=Lm(a[r]-i/2,1,!0),n?t.push(o,a):t.push(a,o)}function C(t,e,n){var a=I(t,n),s=I(e,n);return a[r]-=i/2,s[r]-=i/2,{x:a[0],y:a[1],width:o?i:s[0]-a[0],height:o?s[1]-a[1]:i}}function A(t){return t[r]=Lm(t[r],1),t}}function f(t,n){var i,a,l=RT(4*t.count),p=0,f=[],g=[],v=n.getStore();while(null!=(a=t.next())){var y=v.get(s,a),m=v.get(u,a),x=v.get(c,a),_=v.get(h,a),b=v.get(d,a);isNaN(y)||isNaN(_)||isNaN(b)?(l[p++]=NaN,p+=3):(l[p++]=eG(v,a,m,x,c),f[r]=y,f[o]=_,i=e.dataToPoint(f,null,g),l[p++]=i?i[0]:NaN,l[p++]=i?i[1]:NaN,f[o]=b,i=e.dataToPoint(f,null,g),l[p++]=i?i[1]:NaN)}n.setLayout("largePoints",l)}}};function eG(t,e,n,i,r){var o;return o=n>i?-1:n0?t.get(r,e-1)<=i?1:-1:1,o}function nG(t,e){var n,i=t.getBaseAxis(),r="category"===i.type?i.getBandWidth():(n=i.getExtent(),Math.abs(n[1]-n[0])/e.count()),o=Wo(dt(t.get("barMaxWidth"),r),r),a=Wo(dt(t.get("barMinWidth"),1),r),s=t.get("barWidth");return null!=s?Wo(s,r):Math.max(Math.min(r/2,o),a)}const iG=tG;function rG(t){t.registerChartView(qH),t.registerSeriesModel(jH),t.registerPreprocessor(ZH),t.registerVisual(QH),t.registerLayout(iG)}function oG(t,e){var n=e.rippleEffectColor||e.color;t.eachChild((function(t){t.attr({z:e.z,zlevel:e.zlevel,style:{stroke:"stroke"===e.brushType?n:null,fill:"fill"===e.brushType?n:null}})}))}var aG=function(t){function e(e,n){var i=t.call(this)||this,r=new ST(e,n),o=new Lo;return i.add(r),i.add(o),i.updateData(e,n),i}return o(e,t),e.prototype.stopEffectAnimation=function(){this.childAt(1).removeAll()},e.prototype.startEffectAnimation=function(t){for(var e=t.symbolType,n=t.color,i=t.rippleNumber,r=this.childAt(1),o=0;o0&&(o=this._getLineLength(i)/s*1e3),o!==this._period||a!==this._loop){i.stopAnimation();var u=void 0;u=Q(l)?l(n):l,i.__t>0&&(u=-o*i.__t),this._animateSymbol(i,o,u,a)}this._period=o,this._loop=a}},e.prototype._animateSymbol=function(t,e,n,i){if(e>0){t.__t=0;var r=this,o=t.animate("",i).when(e,{__t:1}).delay(n).during((function(){r._updateSymbolPosition(t)}));i||o.done((function(){r.remove(t)})),o.start()}},e.prototype._getLineLength=function(t){return Wt(t.__p1,t.__cp1)+Wt(t.__cp1,t.__p2)},e.prototype._updateAnimationPoints=function(t,e){t.__p1=e[0],t.__p2=e[1],t.__cp1=e[2]||[(e[0][0]+e[1][0])/2,(e[0][1]+e[1][1])/2]},e.prototype.updateData=function(t,e,n){this.childAt(0).updateData(t,e,n),this._updateEffectSymbol(t,e)},e.prototype._updateSymbolPosition=function(t){var e=t.__p1,n=t.__p2,i=t.__cp1,r=t.__t,o=[t.x,t.y],a=o.slice(),s=Mn,l=In;o[0]=s(e[0],i[0],n[0],r),o[1]=s(e[1],i[1],n[1],r);var u=l(e[0],i[0],n[0],r),c=l(e[1],i[1],n[1],r);t.rotation=-Math.atan2(c,u)-Math.PI/2,"line"!==this._symbolType&&"rect"!==this._symbolType&&"roundRect"!==this._symbolType||(void 0!==t.__lastT&&t.__lastT=0;o--)if(i[o]<=e)break;o=Math.min(o,r-2)}else{for(o=a;oe)break;o=Math.min(o-1,r-2)}var l=(e-i[o])/(i[o+1]-i[o]),u=n[o],c=n[o+1];t.x=u[0]*(1-l)+l*c[0],t.y=u[1]*(1-l)+l*c[1];var h=c[0]-u[0],d=c[1]-u[1];t.rotation=-Math.atan2(d,h)-Math.PI/2,this._lastFrame=o,this._lastFramePercent=e,t.ignore=!1}},e}(fG);const mG=yG;var xG=function(){function t(){this.polyline=!1,this.curveness=0,this.segs=[]}return t}(),_G=function(t){function e(e){var n=t.call(this,e)||this;return n._off=0,n.hoverDataIdx=-1,n}return o(e,t),e.prototype.reset=function(){this.notClear=!1,this._off=0},e.prototype.getDefaultStyle=function(){return{stroke:"#000",fill:null}},e.prototype.getDefaultShape=function(){return new xG},e.prototype.buildPath=function(t,e){var n,i=e.segs,r=e.curveness;if(e.polyline)for(n=this._off;n0){t.moveTo(i[n++],i[n++]);for(var a=1;a0){var h=(s+u)/2-(l-c)*r,d=(l+c)/2-(u-s)*r;t.quadraticCurveTo(h,d,u,c)}else t.lineTo(u,c)}this.incremental&&(this._off=n,this.notClear=!0)},e.prototype.findDataIndex=function(t,e){var n=this.shape,i=n.segs,r=n.curveness,o=this.style.lineWidth;if(n.polyline)for(var a=0,s=0;s0)for(var u=i[s++],c=i[s++],h=1;h0){var f=(u+d)/2-(c-p)*r,g=(c+p)/2-(d-u)*r;if(Tl(u,c,f,g,d,p,o,t,e))return a}else if(Ml(u,c,d,p,o,t,e))return a;a++}return-1},e.prototype.contain=function(t,e){var n=this.transformCoordToLocal(t,e),i=this.getBoundingRect();if(t=n[0],e=n[1],i.contain(t,e)){var r=this.hoverDataIdx=this.findDataIndex(t,e);return r>=0}return this.hoverDataIdx=-1,!1},e.prototype.getBoundingRect=function(){var t=this._rect;if(!t){for(var e=this.shape,n=e.segs,i=1/0,r=1/0,o=-1/0,a=-1/0,s=0;s0&&(o.dataIndex=n+t.__startIndex)}))},t.prototype._clear=function(){this._newAdded=[],this.group.removeAll()},t}();const wG=bG;var SG={seriesType:"lines",plan:Nv(),reset:function(t){var e=t.coordinateSystem;if(e){var n=t.get("polyline"),i=t.pipelineContext.large;return{progress:function(r,o){var a=[];if(i){var s=void 0,l=r.end-r.start;if(n){for(var u=0,c=r.start;c0&&(l||s.configLayer(o,{motionBlur:!0,lastFrameAlpha:Math.max(Math.min(a/10+.9,1),0)})),r.updateData(i);var u=t.get("clip",!0)&&ZT(t.coordinateSystem,!1,t);u?this.group.setClipPath(u):this.group.removeClipPath(),this._lastZlevel=o,this._finished=!0},e.prototype.incrementalPrepareRender=function(t,e,n){var i=t.getData(),r=this._updateLineDraw(i,t);r.incrementalPrepareUpdate(i),this._clearLayer(n),this._finished=!1},e.prototype.incrementalRender=function(t,e,n){this._lineDraw.incrementalUpdate(t,e.getData()),this._finished=t.end===e.getData().count()},e.prototype.eachRendered=function(t){this._lineDraw&&this._lineDraw.eachRendered(t)},e.prototype.updateTransform=function(t,e,n){var i=t.getData(),r=t.pipelineContext;if(!this._finished||r.large||r.progressiveRender)return{update:!0};var o=MG.reset(t,e,n);o.progress&&o.progress({start:0,end:i.count(),count:i.count()},i),this._lineDraw.updateLayout(),this._clearLayer(n)},e.prototype._updateLineDraw=function(t,e){var n=this._lineDraw,i=this._showEffect(e),r=!!e.get("polyline"),o=e.pipelineContext,a=o.large;return n&&i===this._hasEffet&&r===this._isPolyline&&a===this._isLargeDraw||(n&&n.remove(),n=this._lineDraw=a?new wG:new Fz(r?i?mG:vG:i?fG:Rz),this._hasEffet=i,this._isPolyline=r,this._isLargeDraw=a),this.group.add(n.group),n},e.prototype._showEffect=function(t){return!!t.get(["effect","show"])},e.prototype._clearLayer=function(t){var e=t.getZr(),n="svg"===e.painter.getType();n||null==this._lastZlevel||e.painter.getLayer(this._lastZlevel).clear(!0)},e.prototype.remove=function(t,e){this._lineDraw&&this._lineDraw.remove(),this._lineDraw=null,this._clearLayer(e)},e.prototype.dispose=function(t,e){this.remove(t,e)},e.type="lines",e}(nx);const TG=IG;var CG="undefined"===typeof Uint32Array?Array:Uint32Array,AG="undefined"===typeof Float64Array?Array:Float64Array;function kG(t){var e=t.data;e&&e[0]&&e[0][0]&&e[0][0].coord&&(t.data=q(e,(function(t){var e=[t[0].coord,t[1].coord],n={coords:e};return t[0].name&&(n.fromName=t[0].name),t[1].name&&(n.toName=t[1].name),N([n,t[0],t[1]])})))}var DG=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.visualStyleAccessPath="lineStyle",n.visualDrawType="stroke",n}return o(e,t),e.prototype.init=function(e){e.data=e.data||[],kG(e);var n=this._processFlatCoordsArray(e.data);this._flatCoords=n.flatCoords,this._flatCoordsOffset=n.flatCoordsOffset,n.flatCoords&&(e.data=new Float32Array(n.count)),t.prototype.init.apply(this,arguments)},e.prototype.mergeOption=function(e){if(kG(e),e.data){var n=this._processFlatCoordsArray(e.data);this._flatCoords=n.flatCoords,this._flatCoordsOffset=n.flatCoordsOffset,n.flatCoords&&(e.data=new Float32Array(n.count))}t.prototype.mergeOption.apply(this,arguments)},e.prototype.appendData=function(t){var e=this._processFlatCoordsArray(t.data);e.flatCoords&&(this._flatCoords?(this._flatCoords=St(this._flatCoords,e.flatCoords),this._flatCoordsOffset=St(this._flatCoordsOffset,e.flatCoordsOffset)):(this._flatCoords=e.flatCoords,this._flatCoordsOffset=e.flatCoordsOffset),t.data=new Float32Array(e.count)),this.getRawData().appendData(t.data)},e.prototype._getCoordsFromItemModel=function(t){var e=this.getData().getItemModel(t),n=e.option instanceof Array?e.option:e.getShallow("coords");return n},e.prototype.getLineCoordsCount=function(t){return this._flatCoordsOffset?this._flatCoordsOffset[2*t+1]:this._getCoordsFromItemModel(t).length},e.prototype.getLineCoords=function(t,e){if(this._flatCoordsOffset){for(var n=this._flatCoordsOffset[2*t],i=this._flatCoordsOffset[2*t+1],r=0;r ")})},e.prototype.preventIncremental=function(){return!!this.get(["effect","show"])},e.prototype.getProgressive=function(){var t=this.option.progressive;return null==t?this.option.large?1e4:this.get("progressive"):t},e.prototype.getProgressiveThreshold=function(){var t=this.option.progressiveThreshold;return null==t?this.option.large?2e4:this.get("progressiveThreshold"):t},e.prototype.getZLevelKey=function(){var t=this.getModel("effect"),e=t.get("trailLength");return this.getData().count()>this.getProgressiveThreshold()?this.id:t.get("show")&&e>0?e+"":""},e.type="series.lines",e.dependencies=["grid","polar","geo","calendar"],e.defaultOption={coordinateSystem:"geo",z:2,legendHoverLink:!0,xAxisIndex:0,yAxisIndex:0,symbol:["none","none"],symbolSize:[10,10],geoIndex:0,effect:{show:!1,period:4,constantSpeed:0,symbol:"circle",symbolSize:3,loop:!0,trailLength:.2},large:!1,largeThreshold:2e3,polyline:!1,clip:!0,label:{show:!1,position:"end"},lineStyle:{opacity:.5}},e}(Ov);const LG=DG;function PG(t){return t instanceof Array||(t=[t,t]),t}var OG={seriesType:"lines",reset:function(t){var e=PG(t.get("symbol")),n=PG(t.get("symbolSize")),i=t.getData();function r(t,e){var n=t.getItemModel(e),i=PG(n.getShallow("symbol",!0)),r=PG(n.getShallow("symbolSize",!0));i[0]&&t.setItemVisual(e,"fromSymbol",i[0]),i[1]&&t.setItemVisual(e,"toSymbol",i[1]),r[0]&&t.setItemVisual(e,"fromSymbolSize",r[0]),r[1]&&t.setItemVisual(e,"toSymbolSize",r[1])}return i.setVisual("fromSymbol",e&&e[0]),i.setVisual("toSymbol",e&&e[1]),i.setVisual("fromSymbolSize",n&&n[0]),i.setVisual("toSymbolSize",n&&n[1]),{dataEach:i.hasItemOption?r:null}}};const RG=OG;function EG(t){t.registerChartView(TG),t.registerSeriesModel(LG),t.registerLayout(MG),t.registerVisual(RG)}var NG=256,zG=function(){function t(){this.blurSize=30,this.pointSize=20,this.maxOpacity=1,this.minOpacity=0,this._gradientPixels={inRange:null,outOfRange:null};var t=x.createCanvas();this.canvas=t}return t.prototype.update=function(t,e,n,i,r,o){var a=this._getBrush(),s=this._getGradient(r,"inRange"),l=this._getGradient(r,"outOfRange"),u=this.pointSize+this.blurSize,c=this.canvas,h=c.getContext("2d"),d=t.length;c.width=e,c.height=n;for(var p=0;p0){var C=o(m)?s:l;m>0&&(m=m*I+S),_[b++]=C[T],_[b++]=C[T+1],_[b++]=C[T+2],_[b++]=C[T+3]*m*256}else b+=4}return h.putImageData(x,0,0),c},t.prototype._getBrush=function(){var t=this._brushCanvas||(this._brushCanvas=x.createCanvas()),e=this.pointSize+this.blurSize,n=2*e;t.width=n,t.height=n;var i=t.getContext("2d");return i.clearRect(0,0,n,n),i.shadowOffsetX=n,i.shadowBlur=this.blurSize,i.shadowColor="#000",i.beginPath(),i.arc(-e,e,this.pointSize,0,2*Math.PI,!0),i.closePath(),i.fill(),t},t.prototype._getGradient=function(t,e){for(var n=this._gradientPixels,i=n[e]||(n[e]=new Uint8ClampedArray(1024)),r=[0,0,0,0],o=0,a=0;a<256;a++)t[e](a/255,!0,r),i[o++]=r[0],i[o++]=r[1],i[o++]=r[2],i[o++]=r[3];return i},t}();const BG=zG;function VG(t,e,n){var i=t[1]-t[0];e=q(e,(function(e){return{interval:[(e.interval[0]-t[0])/i,(e.interval[1]-t[0])/i]}}));var r=e.length,o=0;return function(t){var i;for(i=o;i=0;i--){a=e[i].interval;if(a[0]<=t&&t<=a[1]){o=i;break}}return i>=0&&i=e[0]&&t<=e[1]}}function HG(t){var e=t.dimensions;return"lng"===e[0]&&"lat"===e[1]}var GG=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.render=function(t,e,n){var i;e.eachComponent("visualMap",(function(e){e.eachTargetSeries((function(n){n===t&&(i=e)}))})),this._progressiveEls=null,this.group.removeAll();var r=t.coordinateSystem;"cartesian2d"===r.type||"calendar"===r.type?this._renderOnCartesianAndCalendar(t,n,0,t.getData().count()):HG(r)&&this._renderOnGeo(r,t,i,n)},e.prototype.incrementalPrepareRender=function(t,e,n){this.group.removeAll()},e.prototype.incrementalRender=function(t,e,n,i){var r=e.coordinateSystem;r&&(HG(r)?this.render(e,n,i):(this._progressiveEls=[],this._renderOnCartesianAndCalendar(e,i,t.start,t.end,!0)))},e.prototype.eachRendered=function(t){Zm(this._progressiveEls||this.group,t)},e.prototype._renderOnCartesianAndCalendar=function(t,e,n,i,r){var o,a,s,l,u=t.coordinateSystem,c=YT(u,"cartesian2d");if(c){var h=u.getAxis("x"),d=u.getAxis("y");0,o=h.getBandWidth()+.5,a=d.getBandWidth()+.5,s=h.scale.getExtent(),l=d.scale.getExtent()}for(var p=this.group,f=t.getData(),g=t.getModel(["emphasis","itemStyle"]).getItemStyle(),v=t.getModel(["blur","itemStyle"]).getItemStyle(),y=t.getModel(["select","itemStyle"]).getItemStyle(),m=t.get(["itemStyle","borderRadius"]),x=lh(t),_=t.getModel("emphasis"),b=_.get("focus"),w=_.get("blurScope"),S=_.get("disabled"),M=c?[f.mapDimension("x"),f.mapDimension("y"),f.mapDimension("value")]:[f.mapDimension("time"),f.mapDimension("value")],I=n;Is[1]||kl[1])continue;var D=u.dataToPoint([A,k]);T=new du({shape:{x:D[0]-o/2,y:D[1]-a/2,width:o,height:a},style:C})}else{if(isNaN(f.get(M[1],I)))continue;T=new du({z2:1,shape:u.dataToRect([f.get(M[0],I)]).contentShape,style:C})}if(f.hasItemOption){var L=f.getItemModel(I),P=L.getModel("emphasis");g=P.getModel("itemStyle").getItemStyle(),v=L.getModel(["blur","itemStyle"]).getItemStyle(),y=L.getModel(["select","itemStyle"]).getItemStyle(),m=L.get(["itemStyle","borderRadius"]),b=P.get("focus"),w=P.get("blurScope"),S=P.get("disabled"),x=lh(L)}T.shape.r=m;var O=t.getRawValue(I),R="-";O&&null!=O[2]&&(R=O[2]+""),sh(T,x,{labelFetcher:t,labelDataIndex:I,defaultOpacity:C.opacity,defaultText:R}),T.ensureState("emphasis").style=g,T.ensureState("blur").style=v,T.ensureState("select").style=y,Ec(T,b,w,S),T.incremental=r,r&&(T.states.emphasis.hoverLayer=!0),p.add(T),f.setItemGraphicEl(I,T),this._progressiveEls&&this._progressiveEls.push(T)}},e.prototype._renderOnGeo=function(t,e,n,i){var r=n.targetVisuals.inRange,o=n.targetVisuals.outOfRange,a=e.getData(),s=this._hmLayer||this._hmLayer||new BG;s.blurSize=e.get("blurSize"),s.pointSize=e.get("pointSize"),s.minOpacity=e.get("minOpacity"),s.maxOpacity=e.get("maxOpacity");var l=t.getViewRect().clone(),u=t.getRoamTransform();l.applyTransform(u);var c=Math.max(l.x,0),h=Math.max(l.y,0),d=Math.min(l.width+l.x,i.getWidth()),p=Math.min(l.height+l.y,i.getHeight()),f=d-c,g=p-h,v=[a.mapDimension("lng"),a.mapDimension("lat"),a.mapDimension("value")],y=a.mapArray(v,(function(e,n,i){var r=t.dataToPoint([e,n]);return r[0]-=c,r[1]-=h,r.push(i),r})),m=n.getExtent(),x="visualMap.continuous"===n.type?FG(m,n.option.range):VG(m,n.getPieceList(),n.option.selected);s.update(y,f,g,r.color.getNormalizer(),{inRange:r.color.getColorMapper(),outOfRange:o.color.getColorMapper()},x);var _=new iu({style:{width:f,height:g,x:c,y:h,image:s.canvas},silent:!0});this.group.add(_)},e.type="heatmap",e}(nx);const WG=GG;var qG=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.getInitialData=function(t,e){return vT(null,this,{generateCoord:"value"})},e.prototype.preventIncremental=function(){var t=tf.get(this.get("coordinateSystem"));if(t&&t.dimensions)return"lng"===t.dimensions[0]&&"lat"===t.dimensions[1]},e.type="series.heatmap",e.dependencies=["grid","geo","calendar"],e.defaultOption={coordinateSystem:"cartesian2d",z:2,geoIndex:0,blurSize:30,pointSize:20,maxOpacity:1,minOpacity:0,select:{itemStyle:{borderColor:"#212121"}}},e}(Ov);const UG=qG;function jG(t){t.registerChartView(WG),t.registerSeriesModel(UG)}var ZG=["itemStyle","borderWidth"],YG=[{xy:"x",wh:"width",index:0,posDesc:["left","right"]},{xy:"y",wh:"height",index:1,posDesc:["top","bottom"]}],XG=new ly,$G=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.render=function(t,e,n){var i=this.group,r=t.getData(),o=this._data,a=t.coordinateSystem,s=a.getBaseAxis(),l=s.isHorizontal(),u=a.master.getRect(),c={ecSize:{width:n.getWidth(),height:n.getHeight()},seriesModel:t,coordSys:a,coordSysExtent:[[u.x,u.x+u.width],[u.y,u.y+u.height]],isHorizontal:l,valueDim:YG[+l],categoryDim:YG[1-+l]};return r.diff(o).add((function(t){if(r.hasValue(t)){var e=lW(r,t),n=KG(r,t,e,c),o=hW(r,c,n);r.setItemGraphicEl(t,o),i.add(o),yW(o,c,n)}})).update((function(t,e){var n=o.getItemGraphicEl(e);if(r.hasValue(t)){var a=lW(r,t),s=KG(r,t,a,c),l=fW(r,s);n&&l!==n.__pictorialShapeStr&&(i.remove(n),r.setItemGraphicEl(t,null),n=null),n?dW(n,c,s):n=hW(r,c,s,!0),r.setItemGraphicEl(t,n),n.__pictorialSymbolMeta=s,i.add(n),yW(n,c,s)}else i.remove(n)})).remove((function(t){var e=o.getItemGraphicEl(t);e&&pW(o,t,e.__pictorialSymbolMeta.animationModel,e)})).execute(),this._data=r,this.group},e.prototype.remove=function(t,e){var n=this.group,i=this._data;t.get("animation")?i&&i.eachItemGraphicEl((function(e){pW(i,Lu(e).dataIndex,t,e)})):n.removeAll()},e.type="pictorialBar",e}(nx);function KG(t,e,n,i){var r=t.getItemLayout(e),o=n.get("symbolRepeat"),a=n.get("symbolClip"),s=n.get("symbolPosition")||"start",l=n.get("symbolRotate"),u=(l||0)*Math.PI/180||0,c=n.get("symbolPatternSize")||2,h=n.isAnimationEnabled(),d={dataIndex:e,layout:r,itemModel:n,symbolType:t.getItemVisual(e,"symbol")||"circle",style:t.getItemVisual(e,"style"),symbolClip:a,symbolRepeat:o,symbolRepeatDirection:n.get("symbolRepeatDirection"),symbolPatternSize:c,rotation:u,animationModel:h?n:null,hoverScale:h&&n.get(["emphasis","scale"]),z2:n.getShallow("z",!0)||0};JG(n,o,r,i,d),tW(t,e,r,o,a,d.boundingLength,d.pxSign,c,i,d),eW(n,d.symbolScale,u,i,d);var p=d.symbolSize,f=m_(n.get("symbolOffset"),p);return nW(n,p,r,o,a,f,s,d.valueLineWidth,d.boundingLength,d.repeatCutLength,i,d),d}function JG(t,e,n,i,r){var o,a=i.valueDim,s=t.get("symbolBoundingData"),l=i.coordSys.getOtherAxis(i.coordSys.getBaseAxis()),u=l.toGlobalCoord(l.dataToCoord(0)),c=1-+(n[a.wh]<=0);if(J(s)){var h=[QG(l,s[0])-u,QG(l,s[1])-u];h[1]0?1:-1}function QG(t,e){return t.toGlobalCoord(t.dataToCoord(t.scale.parse(e)))}function tW(t,e,n,i,r,o,a,s,l,u){var c,h=l.valueDim,d=l.categoryDim,p=Math.abs(n[d.wh]),f=t.getItemVisual(e,"symbolSize");c=J(f)?f.slice():null==f?["100%","100%"]:[f,f],c[d.index]=Wo(c[d.index],p),c[h.index]=Wo(c[h.index],i?p:Math.abs(o)),u.symbolSize=c;var g=u.symbolScale=[c[0]/s,c[1]/s];g[h.index]*=(l.isHorizontal?-1:1)*a}function eW(t,e,n,i,r){var o=t.get(ZG)||0;o&&(XG.attr({scaleX:e[0],scaleY:e[1],rotation:n}),XG.updateTransform(),o/=XG.getLineScale(),o*=e[i.valueDim.index]),r.valueLineWidth=o||0}function nW(t,e,n,i,r,o,a,s,l,u,c,h){var d=c.categoryDim,p=c.valueDim,f=h.pxSign,g=Math.max(e[p.index]+s,0),v=g;if(i){var y=Math.abs(l),m=ht(t.get("symbolMargin"),"15%")+"",x=!1;m.lastIndexOf("!")===m.length-1&&(x=!0,m=m.slice(0,m.length-1));var _=Wo(m,e[p.index]),b=Math.max(g+2*_,0),w=x?0:2*_,S=la(i),M=S?i:mW((y+w)/b),I=y-M*g;_=I/2/(x?M:Math.max(M-1,1)),b=g+2*_,w=x?0:2*_,S||"fixed"===i||(M=u?mW((Math.abs(u)+w)/b):0),v=M*b-w,h.repeatTimes=M,h.symbolMargin=_}var T=f*(v/2),C=h.pathPosition=[];C[d.index]=n[d.wh]/2,C[p.index]="start"===a?T:"end"===a?l-T:l/2,o&&(C[0]+=o[0],C[1]+=o[1]);var A=h.bundlePosition=[];A[d.index]=n[d.xy],A[p.index]=n[p.xy];var k=h.barRectShape=z({},n);k[p.wh]=f*Math.max(Math.abs(n[p.wh]),Math.abs(C[p.index]+T)),k[d.wh]=n[d.wh];var D=h.clipShape={};D[d.xy]=-n[d.xy],D[d.wh]=c.ecSize[d.wh],D[p.xy]=0,D[p.wh]=n[p.wh]}function iW(t){var e=t.symbolPatternSize,n=v_(t.symbolType,-e/2,-e/2,e,e);return n.attr({culling:!0}),"image"!==n.type&&n.setStyle({strokeNoScale:!0}),n}function rW(t,e,n,i){var r=t.__pictorialBundle,o=n.symbolSize,a=n.valueLineWidth,s=n.pathPosition,l=e.valueDim,u=n.repeatTimes||0,c=0,h=o[e.valueDim.index]+a+2*n.symbolMargin;for(gW(t,(function(t){t.__pictorialAnimationIndex=c,t.__pictorialRepeatTimes=u,c0:i<0)&&(r=u-1-t),e[l.index]=h*(r-u/2+.5)+s[l.index],{x:e[0],y:e[1],scaleX:n.symbolScale[0],scaleY:n.symbolScale[1],rotation:n.rotation}}}function oW(t,e,n,i){var r=t.__pictorialBundle,o=t.__pictorialMainPath;o?vW(o,null,{x:n.pathPosition[0],y:n.pathPosition[1],scaleX:n.symbolScale[0],scaleY:n.symbolScale[1],rotation:n.rotation},n,i):(o=t.__pictorialMainPath=iW(n),r.add(o),vW(o,{x:n.pathPosition[0],y:n.pathPosition[1],scaleX:0,scaleY:0,rotation:n.rotation},{scaleX:n.symbolScale[0],scaleY:n.symbolScale[1]},n,i))}function aW(t,e,n){var i=z({},e.barRectShape),r=t.__pictorialBarRect;r?vW(r,null,{shape:i},e,n):(r=t.__pictorialBarRect=new du({z2:2,shape:i,silent:!0,style:{stroke:"transparent",fill:"transparent",lineWidth:0}}),r.disableMorphing=!0,t.add(r))}function sW(t,e,n,r){if(n.symbolClip){var o=t.__pictorialClipPath,a=z({},n.clipShape),s=e.valueDim,l=n.animationModel,u=n.dataIndex;if(o)$c(o,{shape:a},l,u);else{a[s.wh]=0,o=new du({shape:a}),t.__pictorialBundle.setClipPath(o),t.__pictorialClipPath=o;var c={};c[s.wh]=n.clipShape[s.wh],i[r?"updateProps":"initProps"](o,{shape:c},l,u)}}}function lW(t,e){var n=t.getItemModel(e);return n.getAnimationDelayParams=uW,n.isAnimationEnabled=cW,n}function uW(t){return{index:t.__pictorialAnimationIndex,count:t.__pictorialRepeatTimes}}function cW(){return this.parentModel.isAnimationEnabled()&&!!this.getShallow("animation")}function hW(t,e,n,i){var r=new Lo,o=new Lo;return r.add(o),r.__pictorialBundle=o,o.x=n.bundlePosition[0],o.y=n.bundlePosition[1],n.symbolRepeat?rW(r,e,n):oW(r,e,n),aW(r,n,i),sW(r,e,n,i),r.__pictorialShapeStr=fW(t,n),r.__pictorialSymbolMeta=n,r}function dW(t,e,n){var i=n.animationModel,r=n.dataIndex,o=t.__pictorialBundle;$c(o,{x:n.bundlePosition[0],y:n.bundlePosition[1]},i,r),n.symbolRepeat?rW(t,e,n,!0):oW(t,e,n,!0),aW(t,n,!0),sW(t,e,n,!0)}function pW(t,e,n,i){var r=i.__pictorialBarRect;r&&r.removeTextContent();var o=[];gW(i,(function(t){o.push(t)})),i.__pictorialMainPath&&o.push(i.__pictorialMainPath),i.__pictorialClipPath&&(n=null),W(o,(function(t){Qc(t,{scaleX:0,scaleY:0},n,e,(function(){i.parent&&i.parent.remove(i)}))})),t.setItemGraphicEl(e,null)}function fW(t,e){return[t.getItemVisual(e.dataIndex,"symbol")||"none",!!e.symbolRepeat,!!e.symbolClip].join(":")}function gW(t,e,n){W(t.__pictorialBundle.children(),(function(i){i!==t.__pictorialBarRect&&e.call(n,i)}))}function vW(t,e,n,r,o,a){e&&t.attr(e),r.symbolClip&&!o?n&&t.attr(n):n&&i[o?"updateProps":"initProps"](t,n,r.animationModel,r.dataIndex,a)}function yW(t,e,n){var i=n.dataIndex,r=n.itemModel,o=r.getModel("emphasis"),a=o.getModel("itemStyle").getItemStyle(),s=r.getModel(["blur","itemStyle"]).getItemStyle(),l=r.getModel(["select","itemStyle"]).getItemStyle(),u=r.getShallow("cursor"),c=o.get("focus"),h=o.get("blurScope"),d=o.get("scale");gW(t,(function(t){if(t instanceof iu){var e=t.style;t.useStyle(z({image:e.image,x:e.x,y:e.y,width:e.width,height:e.height},n.style))}else t.useStyle(n.style);var i=t.ensureState("emphasis");i.style=a,d&&(i.scaleX=1.1*t.scaleX,i.scaleY=1.1*t.scaleY),t.ensureState("blur").style=s,t.ensureState("select").style=l,u&&(t.cursor=u),t.z2=n.z2}));var p=e.valueDim.posDesc[+(n.boundingLength>0)],f=t.__pictorialBarRect;sh(f,lh(r),{labelFetcher:e.seriesModel,labelDataIndex:i,defaultText:xT(e.seriesModel.getData(),i),inheritColor:n.style.fill,defaultOpacity:n.style.opacity,defaultOutsidePosition:p}),Ec(t,c,h,o.get("disabled"))}function mW(t){var e=Math.round(t);return Math.abs(t-e)<1e-4?e:Math.ceil(t)}const xW=$G;var _W=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.hasSymbolVisual=!0,n.defaultSymbol="roundRect",n}return o(e,t),e.prototype.getInitialData=function(e){return e.stack=null,t.prototype.getInitialData.apply(this,arguments)},e.type="series.pictorialBar",e.dependencies=["grid"],e.defaultOption=Bh(RC.defaultOption,{symbol:"circle",symbolSize:null,symbolRotate:null,symbolPosition:null,symbolOffset:null,symbolMargin:null,symbolRepeat:!1,symbolRepeatDirection:"end",symbolClip:!1,symbolBoundingData:null,symbolPatternSize:400,barGap:"-100%",progressive:0,emphasis:{scale:!1},select:{itemStyle:{borderColor:"#212121"}}}),e}(RC);const bW=_W;function wW(t){t.registerChartView(xW),t.registerSeriesModel(bW),t.registerLayout(t.PRIORITY.VISUAL.LAYOUT,K(AC,"pictorialBar")),t.registerLayout(t.PRIORITY.VISUAL.PROGRESSIVE_LAYOUT,kC("pictorialBar"))}var SW=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n._layers=[],n}return o(e,t),e.prototype.render=function(t,e,n){var i=t.getData(),r=this,o=this.group,a=t.getLayerSeries(),s=i.getLayout("layoutInfo"),l=s.rect,u=s.boundaryGap;function c(t){return t.name}o.x=0,o.y=l.y+u[0];var h=new wI(this._layersSeries||[],a,c,c),d=[];function p(e,n,s){var l=r._layers;if("remove"!==e){for(var u,c,h=[],p=[],f=a[n].indices,g=0;go&&(o=s),i.push(s)}for(var u=0;uo&&(o=h)}return{y0:r,max:o}}function PW(t){t.registerChartView(IW),t.registerSeriesModel(AW),t.registerLayout(kW),t.registerProcessor(bA("themeRiver"))}var OW=2,RW=4,EW=function(t){function e(e,n,i,r){var o=t.call(this)||this;o.z2=OW,o.textConfig={inside:!0},Lu(o).seriesIndex=n.seriesIndex;var a=new Du({z2:RW,silent:e.getModel().get(["label","silent"])});return o.setTextContent(a),o.updateData(!0,e,n,i,r),o}return o(e,t),e.prototype.updateData=function(t,e,n,i,r){this.node=e,e.piece=this,n=n||this._seriesModel,i=i||this._ecModel;var o=this;Lu(o).dataIndex=e.dataIndex;var a=e.getModel(),s=a.getModel("emphasis"),l=e.getLayout(),u=z({},l);u.label=null;var c=e.getVisual("style");c.lineJoin="bevel";var h=e.getVisual("decal");h&&(c.decal=ob(h,r));var d=AA(a.getModel("itemStyle"),u,!0);z(u,d),W(Fu,(function(t){var e=o.ensureState(t),n=a.getModel([t,"itemStyle"]);e.style=n.getItemStyle();var i=AA(n,u);i&&(e.shape=i)})),t?(o.setShape(u),o.shape.r=l.r0,$c(o,{shape:{r:l.r}},n,e.dataIndex)):($c(o,{shape:u},n),nh(o)),o.useStyle(c),this._updateLabel(n);var p=a.getShallow("cursor");p&&o.attr("cursor",p),this._seriesModel=n||this._seriesModel,this._ecModel=i||this._ecModel;var f=s.get("focus"),g="ancestor"===f?e.getAncestorsIndices():"descendant"===f?e.getDescendantIndices():f;Ec(this,g,s.get("blurScope"),s.get("disabled"))},e.prototype._updateLabel=function(t){var e=this,n=this.node.getModel(),i=n.getModel("label"),r=this.node.getLayout(),o=r.endAngle-r.startAngle,a=(r.startAngle+r.endAngle)/2,s=Math.cos(a),l=Math.sin(a),u=this,c=u.getTextContent(),h=this.node.dataIndex,d=i.get("minAngle")/180*Math.PI,p=i.get("show")&&!(null!=d&&Math.abs(o)Math.PI/2?"right":"left"):S&&"center"!==S?"left"===S?(m=r.r0+w,a>Math.PI/2&&(S="right")):"right"===S&&(m=r.r-w,a>Math.PI/2&&(S="left")):(m=o===2*Math.PI&&0===r.r0?0:(r.r+r.r0)/2,S="center"),g.style.align=S,g.style.verticalAlign=f(d,"verticalAlign")||"middle",g.x=m*s+r.cx,g.y=m*l+r.cy;var M=f(d,"rotate"),I=0;"radial"===M?(I=-a,I<-Math.PI/2&&(I+=Math.PI)):"tangential"===M?(I=Math.PI/2-a,I>Math.PI/2?I-=Math.PI:I<-Math.PI/2&&(I+=Math.PI)):nt(M)&&(I=M*Math.PI/180),g.rotation=I})),c.dirtyStyle()},e}(ky);const NW=EW;var zW="sunburstRootToNode",BW="sunburstHighlight",VW="sunburstUnhighlight";function FW(t){t.registerAction({type:zW,update:"updateView"},(function(t,e){function n(e,n){var i=oE(t,[zW],e);if(i){var 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WZ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.init=function(e,n,i){var r=tp(e);t.prototype.init.apply(this,arguments),qZ(e,r)},e.prototype.mergeOption=function(e){t.prototype.mergeOption.apply(this,arguments),qZ(this.option,e)},e.prototype.getCellSize=function(){return this.option.cellSize},e.type="calendar",e.defaultOption={z:2,left:80,top:60,cellSize:20,orient:"horizontal",splitLine:{show:!0,lineStyle:{color:"#000",width:1,type:"solid"}},itemStyle:{color:"#fff",borderWidth:1,borderColor:"#ccc"},dayLabel:{show:!0,firstDay:0,position:"start",margin:"50%",color:"#000"},monthLabel:{show:!0,position:"start",margin:5,align:"center",formatter:null,color:"#000"},yearLabel:{show:!0,position:null,margin:30,formatter:null,color:"#ccc",fontFamily:"sans-serif",fontWeight:"bolder",fontSize:20}},e}(op);function qZ(t,e){var n,i=t.cellSize;n=J(i)?i:t.cellSize=[i,i],1===n.length&&(n[1]=n[0]);var r=q([0,1],(function(t){return 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r=this,o=t.coordinateSystem,a=t.getModel(["splitLine","lineStyle"]).getLineStyle(),s=t.get(["splitLine","show"]),l=a.lineWidth;this._tlpoints=[],this._blpoints=[],this._firstDayOfMonth=[],this._firstDayPoints=[];for(var u=e.start,c=0;u.time<=e.end.time;c++){d(u.formatedDate),0===c&&(u=o.getDateInfo(e.start.y+"-"+e.start.m));var h=u.date;h.setMonth(h.getMonth()+1),u=o.getDateInfo(h)}function d(e){r._firstDayOfMonth.push(o.getDateInfo(e)),r._firstDayPoints.push(o.dataToRect([e],!1).tl);var l=r._getLinePointsOfOneWeek(t,e,n);r._tlpoints.push(l[0]),r._blpoints.push(l[l.length-1]),s&&r._drawSplitline(l,a,i)}d(o.getNextNDay(e.end.time,1).formatedDate),s&&this._drawSplitline(r._getEdgesPoints(r._tlpoints,l,n),a,i),s&&this._drawSplitline(r._getEdgesPoints(r._blpoints,l,n),a,i)},e.prototype._getEdgesPoints=function(t,e,n){var i=[t[0].slice(),t[t.length-1].slice()],r="horizontal"===n?0:1;return i[0][r]=i[0][r]-e/2,i[1][r]=i[1][r]+e/2,i},e.prototype._drawSplitline=function(t,e,n){var i=new 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r=e.getComponent(_Y(t),i);if(r){var o=r.getCoordSysModel();if(o){var a=o.uid,s=n.infoMap.get(a);s||(s={model:o,axisModels:[]},n.infoList.push(s),n.infoMap.set(a,s)),s.axisModels.push(r)}}})),n}var SY=function(){function t(){this.indexList=[],this.indexMap=[]}return t.prototype.add=function(t){this.indexMap[t]||(this.indexList.push(t),this.indexMap[t]=!0)},t}(),MY=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n._autoThrottle=!0,n._noTarget=!0,n._rangePropMode=["percent","percent"],n}return o(e,t),e.prototype.init=function(t,e,n){var i=IY(t);this.settledOption=i,this.mergeDefaultAndTheme(t,n),this._doInit(i)},e.prototype.mergeOption=function(t){var e=IY(t);E(this.option,t,!0),E(this.settledOption,e,!0),this._doInit(e)},e.prototype._doInit=function(t){var e=this.option;this._setDefaultThrottle(t),this._updateRangeUse(t);var n=this.settledOption;W([["start","startValue"],["end","endValue"]],(function(t,i){"value"===this._rangePropMode[i]&&(e[t[0]]=n[t[0]]=null)}),this),this._resetTarget()},e.prototype._resetTarget=function(){var t=this.get("orient",!0),e=this._targetAxisInfoMap=wt(),n=this._fillSpecifiedTargetAxis(e);n?this._orient=t||this._makeAutoOrientByTargetAxis():(this._orient=t||"horizontal",this._fillAutoTargetAxisByOrient(e,this._orient)),this._noTarget=!0,e.each((function(t){t.indexList.length&&(this._noTarget=!1)}),this)},e.prototype._fillSpecifiedTargetAxis=function(t){var e=!1;return W(yY,(function(n){var i=this.getReferringComponents(_Y(n),Ga);if(i.specified){e=!0;var r=new SY;W(i.models,(function(t){r.add(t.componentIndex)})),t.set(n,r)}}),this),e},e.prototype._fillAutoTargetAxisByOrient=function(t,e){var n=this.ecModel,i=!0;if(i){var r="vertical"===e?"y":"x",o=n.findComponents({mainType:r+"Axis"});a(o,r)}if(i){o=n.findComponents({mainType:"singleAxis",filter:function(t){return 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n=this.el,i=n.style,r=this._styleCoord;n.innerHTML?i.cssText=h$+y$(t,!this._firstShow,this._longHide)+g$(r[0],r[1],!0)+"border-color:"+Hd(e)+";"+(t.get("extraCssText")||"")+";pointer-events:"+(this._enterable?"auto":"none"):i.display="none",this._show=!0,this._firstShow=!1,this._longHide=!1},t.prototype.setContent=function(t,e,n,i,r){var o=this.el;if(null!=t){var a="";if(tt(r)&&"item"===n.get("trigger")&&!i$(n)&&(a=p$(n,i,r)),tt(t))o.innerHTML=t+a;else if(t){o.innerHTML="",J(t)||(t=[t]);for(var s=0;s=0?this._tryShow(n,i):"leave"===t&&this._hide(i))}),this))},e.prototype._keepShow=function(){var t=this._tooltipModel,e=this._ecModel,n=this._api,i=t.get("triggerOn");if(null!=this._lastX&&null!=this._lastY&&"none"!==i&&"click"!==i){var r=this;clearTimeout(this._refreshUpdateTimeout),this._refreshUpdateTimeout=setTimeout((function(){!n.isDisposed()&&r.manuallyShowTip(t,e,n,{x:r._lastX,y:r._lastY,dataByCoordSys:r._lastDataByCoordSys})}))}},e.prototype.manuallyShowTip=function(t,e,n,i){if(i.from!==this.uid&&!c.node&&n.getDom()){var r=k$(i,n);this._ticket="";var o=i.dataByCoordSys,a=R$(i,e,n);if(a){var s=a.el.getBoundingRect().clone();s.applyTransform(a.el.transform),this._tryShow({offsetX:s.x+s.width/2,offsetY:s.y+s.height/2,target:a.el,position:i.position,positionDefault:"bottom"},r)}else if(i.tooltip&&null!=i.x&&null!=i.y){var l=T$;l.x=i.x,l.y=i.y,l.update(),Lu(l).tooltipConfig={name:null,option:i.tooltip},this._tryShow({offsetX:i.x,offsetY:i.y,target:l},r)}else if(o)this._tryShow({offsetX:i.x,offsetY:i.y,position:i.position,dataByCoordSys:o,tooltipOption:i.tooltipOption},r);else if(null!=i.seriesIndex){if(this._manuallyAxisShowTip(t,e,n,i))return;var u=cj(i,e),h=u.point[0],d=u.point[1];null!=h&&null!=d&&this._tryShow({offsetX:h,offsetY:d,target:u.el,position:i.position,positionDefault:"bottom"},r)}else null!=i.x&&null!=i.y&&(n.dispatchAction({type:"updateAxisPointer",x:i.x,y:i.y}),this._tryShow({offsetX:i.x,offsetY:i.y,position:i.position,target:n.getZr().findHover(i.x,i.y).target},r))}},e.prototype.manuallyHideTip=function(t,e,n,i){var r=this._tooltipContent;!this._alwaysShowContent&&this._tooltipModel&&r.hideLater(this._tooltipModel.get("hideDelay")),this._lastX=this._lastY=this._lastDataByCoordSys=null,i.from!==this.uid&&this._hide(k$(i,n))},e.prototype._manuallyAxisShowTip=function(t,e,n,i){var r=i.seriesIndex,o=i.dataIndex,a=e.getComponent("axisPointer").coordSysAxesInfo;if(null!=r&&null!=o&&null!=a){var s=e.getSeriesByIndex(r);if(s){var l=s.getData(),u=A$([l.getItemModel(o),s,(s.coordinateSystem||{}).model],this._tooltipModel);if("axis"===u.get("trigger"))return 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x=p.get("position",!0),_=f&&p.get("showPlayBtn",!0),b=f&&p.get("showPrevBtn",!0),w=f&&p.get("showNextBtn",!0),S=0,M=d;"left"===x||"bottom"===x?(_&&(a=[0,0],S+=y),b&&(s=[S,0],S+=y),w&&(l=[M-g,0],M-=y)):(_&&(a=[M-g,0],M-=y),b&&(s=[0,0],S+=y),w&&(l=[M-g,0],M-=y));var I=[S,M];return t.get("inverse")&&I.reverse(),{viewRect:o,mainLength:d,orient:r,rotation:h[r],labelRotation:m,labelPosOpt:n,labelAlign:t.get(["label","align"])||u[r],labelBaseline:t.get(["label","verticalAlign"])||t.get(["label","baseline"])||c[r],playPosition:a,prevBtnPosition:s,nextBtnPosition:l,axisExtent:I,controlSize:g,controlGap:v}},e.prototype._position=function(t,e){var n=this._mainGroup,i=this._labelGroup,r=t.viewRect;if("vertical"===t.orient){var o=Ar(),a=r.x,s=r.y+r.height;Pr(o,o,[-a,-s]),Or(o,o,-AK/2),Pr(o,o,[a,s]),r=r.clone(),r.applyTransform(o)}var l=v(r),u=v(n.getBoundingRect()),c=v(i.getBoundingRect()),h=[n.x,n.y],d=[i.x,i.y];d[0]=h[0]=l[0][0];var p=t.labelPosOpt;if(null==p||tt(p)){var 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qy({shape:{x1:r[0],x2:this._currentPointer?this._currentPointer.x:r[0],y1:0,y2:0},style:B({lineCap:"round",lineWidth:o.style.lineWidth},i.getModel(["progress","lineStyle"]).getLineStyle()),silent:!0,z2:1});e.add(a)}},e.prototype._renderAxisTick=function(t,e,n,i){var r=this,o=i.getData(),a=n.scale.getTicks();this._tickSymbols=[],W(a,(function(t){var a=n.dataToCoord(t.value),s=o.getItemModel(t.value),l=s.getModel("itemStyle"),u=s.getModel(["emphasis","itemStyle"]),c=s.getModel(["progress","itemStyle"]),h={x:a,y:0,onclick:$(r._changeTimeline,r,t.value)},d=RK(s,l,e,h);d.ensureState("emphasis").style=u.getItemStyle(),d.ensureState("progress").style=c.getItemStyle(),Oc(d);var p=Lu(d);s.get("tooltip")?(p.dataIndex=t.value,p.dataModel=i):p.dataIndex=p.dataModel=null,r._tickSymbols.push(d)}))},e.prototype._renderAxisLabel=function(t,e,n,i){var r=this,o=n.getLabelModel();if(o.get("show")){var a=i.getData(),s=n.getViewLabels();this._tickLabels=[],W(s,(function(i){var o=i.tickValue,s=a.getItemModel(o),l=s.getModel("label"),u=s.getModel(["emphasis","label"]),c=s.getModel(["progress","label"]),h=n.dataToCoord(i.tickValue),d=new Du({x:h,y:0,rotation:t.labelRotation-t.rotation,onclick:$(r._changeTimeline,r,o),silent:!1,style:uh(l,{text:i.formattedLabel,align:t.labelAlign,verticalAlign:t.labelBaseline})});d.ensureState("emphasis").style=uh(u),d.ensureState("progress").style=uh(c),e.add(d),Oc(d),kK(d).dataIndex=o,r._tickLabels.push(d)}))}},e.prototype._renderControl=function(t,e,n,i){var r=t.controlSize,o=t.rotation,a=i.getModel("controlStyle").getItemStyle(),s=i.getModel(["emphasis","controlStyle"]).getItemStyle(),l=i.getPlayState(),u=i.get("inverse",!0);function c(t,n,l,u){if(t){var c=fo(dt(i.get(["controlStyle",n+"BtnSize"]),r),r),h=[0,-c/2,c,c],d=OK(i,n+"Icon",h,{x:t[0],y:t[1],originX:r/2,originY:0,rotation:u?-o:0,rectHover:!0,style:a,onclick:l});d.ensureState("emphasis").style=s,e.add(d),Oc(d)}}c(t.nextBtnPosition,"next",$(this._changeTimeline,this,u?"-":"+")),c(t.prevBtnPosition,"prev",$(this._changeTimeline,this,u?"+":"-")),c(t.playPosition,l?"stop":"play",$(this._handlePlayClick,this,!l),!0)},e.prototype._renderCurrentPointer=function(t,e,n,i){var r=i.getData(),o=i.getCurrentIndex(),a=r.getItemModel(o).getModel("checkpointStyle"),s=this,l={onCreate:function(t){t.draggable=!0,t.drift=$(s._handlePointerDrag,s),t.ondragend=$(s._handlePointerDragend,s),EK(t,s._progressLine,o,n,i,!0)},onUpdate:function(t){EK(t,s._progressLine,o,n,i)}};this._currentPointer=RK(a,a,this._mainGroup,{},this._currentPointer,l)},e.prototype._handlePlayClick=function(t){this._clearTimer(),this.api.dispatchAction({type:"timelinePlayChange",playState:t,from:this.uid})},e.prototype._handlePointerDrag=function(t,e,n){this._clearTimer(),this._pointerChangeTimeline([n.offsetX,n.offsetY])},e.prototype._handlePointerDragend=function(t){this._pointerChangeTimeline([t.offsetX,t.offsetY],!0)},e.prototype._pointerChangeTimeline=function(t,e){var n=this._toAxisCoord(t)[0],i=this._axis,r=Uo(i.getExtent().slice());n>r[1]&&(n=r[1]),n=0&&(a[o]=+a[o].toFixed(d)),[a,h]}var QK={min:K(JK,"min"),max:K(JK,"max"),average:K(JK,"average"),median:K(JK,"median")};function tJ(t,e){var n=t.getData(),i=t.coordinateSystem;if(e&&!KK(e)&&!J(e.coord)&&i){var r=i.dimensions,o=eJ(e,n,i,t);if(e=R(e),e.type&&QK[e.type]&&o.baseAxis&&o.valueAxis){var a=V(r,o.baseAxis.dim),s=V(r,o.valueAxis.dim),l=QK[e.type](n,o.baseDataDim,o.valueDataDim,a,s);e.coord=l[0],e.value=l[1]}else{for(var u=[null!=e.xAxis?e.xAxis:e.radiusAxis,null!=e.yAxis?e.yAxis:e.angleAxis],c=0;c<2;c++)QK[u[c]]&&(u[c]=aJ(n,n.mapDimension(r[c]),u[c]));e.coord=u}}return e}function eJ(t,e,n,i){var r={};return null!=t.valueIndex||null!=t.valueDim?(r.valueDataDim=null!=t.valueIndex?e.getDimension(t.valueIndex):t.valueDim,r.valueAxis=n.getAxis(nJ(i,r.valueDataDim)),r.baseAxis=n.getOtherAxis(r.valueAxis),r.baseDataDim=e.mapDimension(r.baseAxis.dim)):(r.baseAxis=i.getBaseAxis(),r.valueAxis=n.getOtherAxis(r.baseAxis),r.baseDataDim=e.mapDimension(r.baseAxis.dim),r.valueDataDim=e.mapDimension(r.valueAxis.dim)),r}function nJ(t,e){var n=t.getData().getDimensionInfo(e);return n&&n.coordDim}function iJ(t,e){return!(t&&t.containData&&e.coord&&!$K(e))||t.containData(e.coord)}function rJ(t,e,n){return!(t&&t.containZone&&e.coord&&n.coord&&!$K(e)&&!$K(n))||t.containZone(e.coord,n.coord)}function oJ(t,e){return t?function(t,n,i,r){var o=r<2?t.coord&&t.coord[r]:t.value;return yg(o,e[r])}:function(t,n,i,r){return yg(t.value,e[r])}}function aJ(t,e,n){if("average"===n){var i=0,r=0;return t.each(e,(function(t,e){isNaN(t)||(i+=t,r++)})),i/r}return"median"===n?t.getMedian(e):t.getDataExtent(e)["max"===n?1:0]}var sJ=za(),lJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.init=function(){this.markerGroupMap=wt()},e.prototype.render=function(t,e,n){var i=this,r=this.markerGroupMap;r.each((function(t){sJ(t).keep=!1})),e.eachSeries((function(t){var 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d=n.getModel("itemStyle").getItemStyle(),p=Kx(a,"color");d.fill||(d.fill=p),u.setItemVisual(t,{symbol:i,symbolSize:r,symbolRotate:o,symbolOffset:s,symbolKeepAspect:l,style:d})})),l.updateData(u),this.group.add(l.group),u.eachItemGraphicEl((function(t){t.traverse((function(t){Lu(t).dataModel=e}))})),this.markKeep(l),l.group.silent=e.get("silent")||t.get("silent")},e.type="markPoint",e}(uJ);function dJ(t,e,n){var i;i=t?q(t&&t.dimensions,(function(t){var n=e.getData().getDimensionInfo(e.getData().mapDimension(t))||{};return z(z({},n),{name:t,ordinalMeta:null})})):[{name:"value",type:"float"}];var r=new JI(i,n),o=q(n.get("data"),K(tJ,e));t&&(o=j(o,K(iJ,t)));var a=oJ(!!t,i);return r.initData(o,null,a),r}const pJ=hJ;function fJ(t){t.registerComponentModel(XK),t.registerComponentView(pJ),t.registerPreprocessor((function(t){WK(t.series,"markPoint")&&(t.markPoint=t.markPoint||{})}))}var gJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return 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v=[tJ(t,r[0]),tJ(t,r[1]),z({},r[2])];return v[2].type=v[2].type||null,E(v[2],v[0]),E(v[2],v[1]),v};function xJ(t){return!isNaN(t)&&!isFinite(t)}function _J(t,e,n,i){var r=1-t,o=i.dimensions[t];return xJ(e[r])&&xJ(n[r])&&e[t]===n[t]&&i.getAxis(o).containData(e[t])}function bJ(t,e){if("cartesian2d"===t.type){var n=e[0].coord,i=e[1].coord;if(n&&i&&(_J(1,n,i,t)||_J(0,n,i,t)))return!0}return iJ(t,e[0])&&iJ(t,e[1])}function wJ(t,e,n,i,r){var o,a=i.coordinateSystem,s=t.getItemModel(e),l=Wo(s.get("x"),r.getWidth()),u=Wo(s.get("y"),r.getHeight());if(isNaN(l)||isNaN(u)){if(i.getMarkerPosition)o=i.getMarkerPosition(t.getValues(t.dimensions,e));else{var c=a.dimensions,h=t.get(c[0],e),d=t.get(c[1],e);o=a.dataToPoint([h,d])}if(YT(a,"cartesian2d")){var p=a.getAxis("x"),f=a.getAxis("y");c=a.dimensions;xJ(t.get(c[0],e))?o[0]=p.toGlobalCoord(p.getExtent()[n?0:1]):xJ(t.get(c[1],e))&&(o[1]=f.toGlobalCoord(f.getExtent()[n?0:1]))}isNaN(l)||(o[0]=l),isNaN(u)||(o[1]=u)}else o=[l,u];t.setItemLayout(e,o)}var SJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.updateTransform=function(t,e,n){e.eachSeries((function(t){var e=ZK.getMarkerModelFromSeries(t,"markLine");if(e){var i=e.getData(),r=yJ(e).from,o=yJ(e).to;r.each((function(e){wJ(r,e,!0,t,n),wJ(o,e,!1,t,n)})),i.each((function(t){i.setItemLayout(t,[r.getItemLayout(t),o.getItemLayout(t)])})),this.markerGroupMap.get(t.id).updateLayout()}}),this)},e.prototype.renderSeries=function(t,e,n,i){var r=t.coordinateSystem,o=t.id,a=t.getData(),s=this.markerGroupMap,l=s.get(o)||s.set(o,new Fz);this.group.add(l.group);var u=MJ(r,t,e),c=u.from,h=u.to,d=u.line;yJ(e).from=c,yJ(e).to=h,e.setData(d);var p=e.get("symbol"),f=e.get("symbolSize"),g=e.get("symbolRotate"),v=e.get("symbolOffset");function y(e,n,r){var o=e.getItemModel(n);wJ(e,n,r,t,i);var s=o.getModel("itemStyle").getItemStyle();null==s.fill&&(s.fill=Kx(a,"color")),e.setItemVisual(n,{symbolKeepAspect:o.get("symbolKeepAspect"),symbolOffset:dt(o.get("symbolOffset",!0),v[r?0:1]),symbolRotate:dt(o.get("symbolRotate",!0),g[r?0:1]),symbolSize:dt(o.get("symbolSize"),f[r?0:1]),symbol:dt(o.get("symbol",!0),p[r?0:1]),style:s})}J(p)||(p=[p,p]),J(f)||(f=[f,f]),J(g)||(g=[g,g]),J(v)||(v=[v,v]),u.from.each((function(t){y(c,t,!0),y(h,t,!1)})),d.each((function(t){var e=d.getItemModel(t).getModel("lineStyle").getLineStyle();d.setItemLayout(t,[c.getItemLayout(t),h.getItemLayout(t)]),null==e.stroke&&(e.stroke=c.getItemVisual(t,"style").fill),d.setItemVisual(t,{fromSymbolKeepAspect:c.getItemVisual(t,"symbolKeepAspect"),fromSymbolOffset:c.getItemVisual(t,"symbolOffset"),fromSymbolRotate:c.getItemVisual(t,"symbolRotate"),fromSymbolSize:c.getItemVisual(t,"symbolSize"),fromSymbol:c.getItemVisual(t,"symbol"),toSymbolKeepAspect:h.getItemVisual(t,"symbolKeepAspect"),toSymbolOffset:h.getItemVisual(t,"symbolOffset"),toSymbolRotate:h.getItemVisual(t,"symbolRotate"),toSymbolSize:h.getItemVisual(t,"symbolSize"),toSymbol:h.getItemVisual(t,"symbol"),style:e})})),l.updateData(d),u.line.eachItemGraphicEl((function(t){Lu(t).dataModel=e,t.traverse((function(t){Lu(t).dataModel=e}))})),this.markKeep(l),l.group.silent=e.get("silent")||t.get("silent")},e.type="markLine",e}(uJ);function MJ(t,e,n){var i;i=t?q(t&&t.dimensions,(function(t){var n=e.getData().getDimensionInfo(e.getData().mapDimension(t))||{};return z(z({},n),{name:t,ordinalMeta:null})})):[{name:"value",type:"float"}];var r=new JI(i,n),o=new JI(i,n),a=new JI([],n),s=q(n.get("data"),K(mJ,e,t,n));t&&(s=j(s,K(bJ,t)));var l=oJ(!!t,i);return r.initData(q(s,(function(t){return t[0]})),null,l),o.initData(q(s,(function(t){return t[1]})),null,l),a.initData(q(s,(function(t){return t[2]}))),a.hasItemOption=!0,{from:r,to:o,line:a}}const IJ=SJ;function TJ(t){t.registerComponentModel(vJ),t.registerComponentView(IJ),t.registerPreprocessor((function(t){WK(t.series,"markLine")&&(t.markLine=t.markLine||{})}))}var CJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.createMarkerModelFromSeries=function(t,n,i){return new e(t,n,i)},e.type="markArea",e.defaultOption={z:1,tooltip:{trigger:"item"},animation:!1,label:{show:!0,position:"top"},itemStyle:{borderWidth:0},emphasis:{label:{show:!0,position:"top"}}},e}(ZK);const AJ=CJ;var kJ=za(),DJ=function(t,e,n,i){var r=tJ(t,i[0]),o=tJ(t,i[1]),a=r.coord,s=o.coord;a[0]=ht(a[0],-1/0),a[1]=ht(a[1],-1/0),s[0]=ht(s[0],1/0),s[1]=ht(s[1],1/0);var l=N([{},r,o]);return l.coord=[r.coord,o.coord],l.x0=r.x,l.y0=r.y,l.x1=o.x,l.y1=o.y,l};function LJ(t){return!isNaN(t)&&!isFinite(t)}function PJ(t,e,n,i){var r=1-t;return LJ(e[r])&&LJ(n[r])}function OJ(t,e){var n=e.coord[0],i=e.coord[1],r={coord:n,x:e.x0,y:e.y0},o={coord:i,x:e.x1,y:e.y1};return YT(t,"cartesian2d")?!(!n||!i||!PJ(1,n,i,t)&&!PJ(0,n,i,t))||rJ(t,r,o):iJ(t,r)||iJ(t,o)}function RJ(t,e,n,i,r){var o,a=i.coordinateSystem,s=t.getItemModel(e),l=Wo(s.get(n[0]),r.getWidth()),u=Wo(s.get(n[1]),r.getHeight());if(isNaN(l)||isNaN(u)){if(i.getMarkerPosition)o=i.getMarkerPosition(t.getValues(n,e));else{var c=t.get(n[0],e),h=t.get(n[1],e),d=[c,h];a.clampData&&a.clampData(d,d),o=a.dataToPoint(d,!0)}if(YT(a,"cartesian2d")){var p=a.getAxis("x"),f=a.getAxis("y");c=t.get(n[0],e),h=t.get(n[1],e);LJ(c)?o[0]=p.toGlobalCoord(p.getExtent()["x0"===n[0]?0:1]):LJ(h)&&(o[1]=f.toGlobalCoord(f.getExtent()["y0"===n[1]?0:1]))}isNaN(l)||(o[0]=l),isNaN(u)||(o[1]=u)}else o=[l,u];return o}var EJ=[["x0","y0"],["x1","y0"],["x1","y1"],["x0","y1"]],NJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.updateTransform=function(t,e,n){e.eachSeries((function(t){var e=ZK.getMarkerModelFromSeries(t,"markArea");if(e){var i=e.getData();i.each((function(e){var r=q(EJ,(function(r){return RJ(i,e,r,t,n)}));i.setItemLayout(e,r);var o=i.getItemGraphicEl(e);o.setShape("points",r)}))}}),this)},e.prototype.renderSeries=function(t,e,n,i){var r=t.coordinateSystem,o=t.id,a=t.getData(),s=this.markerGroupMap,l=s.get(o)||s.set(o,{group:new 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p=!(l[0]>h[1]||l[1]d[1]||c[1]=0},e.prototype.getOrient=function(){return"vertical"===this.get("orient")?{index:1,name:"vertical"}:{index:0,name:"horizontal"}},e.type="legend.plain",e.dependencies=["series"],e.defaultOption={z:4,show:!0,orient:"horizontal",left:"center",top:0,align:"auto",backgroundColor:"rgba(0,0,0,0)",borderColor:"#ccc",borderRadius:0,borderWidth:0,padding:5,itemGap:10,itemWidth:25,itemHeight:14,symbolRotate:"inherit",symbolKeepAspect:!0,inactiveColor:"#ccc",inactiveBorderColor:"#ccc",inactiveBorderWidth:"auto",itemStyle:{color:"inherit",opacity:"inherit",borderColor:"inherit",borderWidth:"auto",borderCap:"inherit",borderJoin:"inherit",borderDashOffset:"inherit",borderMiterLimit:"inherit"},lineStyle:{width:"auto",color:"inherit",inactiveColor:"#ccc",inactiveWidth:2,opacity:"inherit",type:"inherit",cap:"inherit",join:"inherit",dashOffset:"inherit",miterLimit:"inherit"},textStyle:{color:"#333"},selectedMode:!0,selector:!1,selectorLabel:{show:!0,borderRadius:10,padding:[3,5,3,5],fontSize:12,fontFamily:"sans-serif",color:"#666",borderWidth:1,borderColor:"#666"},emphasis:{selectorLabel:{show:!0,color:"#eee",backgroundColor:"#666"}},selectorPosition:"auto",selectorItemGap:7,selectorButtonGap:10,tooltip:{show:!1}},e}(op);const GJ=HJ;var WJ=K,qJ=W,UJ=Lo,jJ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.newlineDisabled=!1,n}return o(e,t),e.prototype.init=function(){this.group.add(this._contentGroup=new UJ),this.group.add(this._selectorGroup=new UJ),this._isFirstRender=!0},e.prototype.getContentGroup=function(){return this._contentGroup},e.prototype.getSelectorGroup=function(){return this._selectorGroup},e.prototype.render=function(t,e,n){var i=this._isFirstRender;if(this._isFirstRender=!1,this.resetInner(),t.get("show",!0)){var r=t.get("align"),o=t.get("orient");r&&"auto"!==r||(r="right"===t.get("left")&&"vertical"===o?"right":"left");var a=t.get("selector",!0),s=t.get("selectorPosition",!0);!a||s&&"auto"!==s||(s="horizontal"===o?"end":"start"),this.renderInner(r,t,e,n,a,o,s);var l=t.getBoxLayoutParams(),u={width:n.getWidth(),height:n.getHeight()},c=t.get("padding"),h=Xd(l,u,c),d=this.layoutInner(t,r,h,i,a,s),p=Xd(B({width:d.width,height:d.height},l),u,c);this.group.x=p.x-d.x,this.group.y=p.y-d.y,this.group.markRedraw(),this.group.add(this._backgroundEl=KY(d,t))}},e.prototype.resetInner=function(){this.getContentGroup().removeAll(),this._backgroundEl&&this.group.remove(this._backgroundEl),this.getSelectorGroup().removeAll()},e.prototype.renderInner=function(t,e,n,i,r,o,a){var s=this.getContentGroup(),l=wt(),u=e.get("selectedMode"),c=[];n.eachRawSeries((function(t){!t.get("legendHoverLink")&&c.push(t.id)})),qJ(e.getData(),(function(r,o){var a=r.get("name");if(!this.newlineDisabled&&(""===a||"\n"===a)){var h=new UJ;return h.newline=!0,void s.add(h)}var d=n.getSeriesByName(a)[0];if(!l.get(a)){if(d){var p=d.getData(),f=p.getVisual("legendLineStyle")||{},g=p.getVisual("legendIcon"),v=p.getVisual("style"),y=this._createItem(d,a,o,r,e,t,f,v,g,u,i);y.on("click",WJ(XJ,a,null,i,c)).on("mouseover",WJ(KJ,d.name,null,i,c)).on("mouseout",WJ(JJ,d.name,null,i,c)),l.set(a,!0)}else n.eachRawSeries((function(n){if(!l.get(a)&&n.legendVisualProvider){var s=n.legendVisualProvider;if(!s.containName(a))return;var h=s.indexOfName(a),d=s.getItemVisual(h,"style"),p=s.getItemVisual(h,"legendIcon"),f=Jn(d.fill);f&&0===f[3]&&(f[3]=.2,d=z(z({},d),{fill:ai(f,"rgba")}));var g=this._createItem(n,a,o,r,e,t,{},d,p,u,i);g.on("click",WJ(XJ,null,a,i,c)).on("mouseover",WJ(KJ,null,a,i,c)).on("mouseout",WJ(JJ,null,a,i,c)),l.set(a,!0)}}),this);0}}),this),r&&this._createSelector(r,e,i,o,a)},e.prototype._createSelector=function(t,e,n,i,r){var o=this.getSelectorGroup();qJ(t,(function(t){var i=t.type,r=new Du({style:{x:0,y:0,align:"center",verticalAlign:"middle"},onclick:function(){n.dispatchAction({type:"all"===i?"legendAllSelect":"legendInverseSelect"})}});o.add(r);var a=e.getModel("selectorLabel"),s=e.getModel(["emphasis","selectorLabel"]);sh(r,{normal:a,emphasis:s},{defaultText:t.title}),Oc(r)}))},e.prototype._createItem=function(t,e,n,i,r,o,a,s,l,u,c){var h=t.visualDrawType,d=r.get("itemWidth"),p=r.get("itemHeight"),f=r.isSelected(e),g=i.get("symbolRotate"),v=i.get("symbolKeepAspect"),y=i.get("icon");l=y||l||"roundRect";var m=ZJ(l,i,a,s,h,f,c),x=new UJ,_=i.getModel("textStyle");if(!Q(t.getLegendIcon)||y&&"inherit"!==y){var b="inherit"===y&&t.getData().getVisual("symbol")?"inherit"===g?t.getData().getVisual("symbolRotate"):g:0;x.add(YJ({itemWidth:d,itemHeight:p,icon:l,iconRotate:b,itemStyle:m.itemStyle,lineStyle:m.lineStyle,symbolKeepAspect:v}))}else x.add(t.getLegendIcon({itemWidth:d,itemHeight:p,icon:l,iconRotate:g,itemStyle:m.itemStyle,lineStyle:m.lineStyle,symbolKeepAspect:v}));var w="left"===o?d+5:-5,S=o,M=r.get("formatter"),I=e;tt(M)&&M?I=M.replace("{name}",null!=e?e:""):Q(M)&&(I=M(e));var T=i.get("inactiveColor");x.add(new Du({style:uh(_,{text:I,x:w,y:p/2,fill:f?_.getTextColor():T,align:S,verticalAlign:"middle"})}));var C=new du({shape:x.getBoundingRect(),invisible:!0}),A=i.getModel("tooltip");return A.get("show")&&Um({el:C,componentModel:r,itemName:e,itemTooltipOption:A.option}),x.add(C),x.eachChild((function(t){t.silent=!0})),C.silent=!u,this.getContentGroup().add(x),Oc(x),x.__legendDataIndex=n,x},e.prototype.layoutInner=function(t,e,n,i,r,o){var a=this.getContentGroup(),s=this.getSelectorGroup();Zd(t.get("orient"),a,t.get("itemGap"),n.width,n.height);var l=a.getBoundingRect(),u=[-l.x,-l.y];if(s.markRedraw(),a.markRedraw(),r){Zd("horizontal",s,t.get("selectorItemGap",!0));var c=s.getBoundingRect(),h=[-c.x,-c.y],d=t.get("selectorButtonGap",!0),p=t.getOrient().index,f=0===p?"width":"height",g=0===p?"height":"width",v=0===p?"y":"x";"end"===o?h[p]+=l[f]+d:u[p]+=c[f]+d,h[1-p]+=l[g]/2-c[g]/2,s.x=h[0],s.y=h[1],a.x=u[0],a.y=u[1];var y={x:0,y:0};return y[f]=l[f]+d+c[f],y[g]=Math.max(l[g],c[g]),y[v]=Math.min(0,c[v]+h[1-p]),y}return a.x=u[0],a.y=u[1],this.group.getBoundingRect()},e.prototype.remove=function(){this.getContentGroup().removeAll(),this._isFirstRender=!0},e.type="legend.plain",e}(Ev);function ZJ(t,e,n,i,r,o,a){function s(t,e){"auto"===t.lineWidth&&(t.lineWidth=e.lineWidth>0?2:0),qJ(t,(function(n,i){"inherit"===t[i]&&(t[i]=e[i])}))}var l=e.getModel("itemStyle"),u=l.getItemStyle(),c=0===t.lastIndexOf("empty",0)?"fill":"stroke",h=l.getShallow("decal");u.decal=h&&"inherit"!==h?ob(h,a):i.decal,"inherit"===u.fill&&(u.fill=i[r]),"inherit"===u.stroke&&(u.stroke=i[c]),"inherit"===u.opacity&&(u.opacity=("fill"===r?i:n).opacity),s(u,i);var d=e.getModel("lineStyle"),p=d.getLineStyle();if(s(p,n),"auto"===u.fill&&(u.fill=i.fill),"auto"===u.stroke&&(u.stroke=i.fill),"auto"===p.stroke&&(p.stroke=i.fill),!o){var f=e.get("inactiveBorderWidth"),g=u[c];u.lineWidth="auto"===f?i.lineWidth>0&&g?2:0:u.lineWidth,u.fill=e.get("inactiveColor"),u.stroke=e.get("inactiveBorderColor"),p.stroke=d.get("inactiveColor"),p.lineWidth=d.get("inactiveWidth")}return{itemStyle:u,lineStyle:p}}function YJ(t){var e=t.icon||"roundRect",n=v_(e,0,0,t.itemWidth,t.itemHeight,t.itemStyle.fill,t.symbolKeepAspect);return n.setStyle(t.itemStyle),n.rotation=(t.iconRotate||0)*Math.PI/180,n.setOrigin([t.itemWidth/2,t.itemHeight/2]),e.indexOf("empty")>-1&&(n.style.stroke=n.style.fill,n.style.fill="#fff",n.style.lineWidth=2),n}function XJ(t,e,n,i){JJ(t,e,n,i),n.dispatchAction({type:"legendToggleSelect",name:null!=t?t:e}),KJ(t,e,n,i)}function $J(t){var e,n=t.getZr().storage.getDisplayList(),i=0,r=n.length;while(in[r],f=[-h.x,-h.y];e||(f[i]=l[s]);var g=[0,0],v=[-d.x,-d.y],y=dt(t.get("pageButtonGap",!0),t.get("itemGap",!0));if(p){var m=t.get("pageButtonPosition",!0);"end"===m?v[i]+=n[r]-d[r]:g[i]+=d[r]+y}v[1-i]+=h[o]/2-d[o]/2,l.setPosition(f),u.setPosition(g),c.setPosition(v);var x={x:0,y:0};if(x[r]=p?n[r]:h[r],x[o]=Math.max(h[o],d[o]),x[a]=Math.min(0,d[a]+v[1-i]),u.__rectSize=n[r],p){var _={x:0,y:0};_[r]=Math.max(n[r]-d[r]-y,0),_[o]=x[o],u.setClipPath(new du({shape:_})),u.__rectSize=_[r]}else c.eachChild((function(t){t.attr({invisible:!0,silent:!0})}));var b=this._getPageInfo(t);return null!=b.pageIndex&&$c(l,{x:b.contentPosition[0],y:b.contentPosition[1]},p?t:null),this._updatePageInfoView(t,b),x},e.prototype._pageGo=function(t,e,n){var i=this._getPageInfo(e)[t];null!=i&&n.dispatchAction({type:"legendScroll",scrollDataIndex:i,legendId:e.id})},e.prototype._updatePageInfoView=function(t,e){var n=this._controllerGroup;W(["pagePrev","pageNext"],(function(i){var r=i+"DataIndex",o=null!=e[r],a=n.childOfName(i);a&&(a.setStyle("fill",o?t.get("pageIconColor",!0):t.get("pageIconInactiveColor",!0)),a.cursor=o?"pointer":"default")}));var i=n.childOfName("pageText"),r=t.get("pageFormatter"),o=e.pageIndex,a=null!=o?o+1:0,s=e.pageCount;i&&r&&i.setStyle("text",tt(r)?r.replace("{current}",null==a?"":a+"").replace("{total}",null==s?"":s+""):r({current:a,total:s}))},e.prototype._getPageInfo=function(t){var e=t.get("scrollDataIndex",!0),n=this.getContentGroup(),i=this._containerGroup.__rectSize,r=t.getOrient().index,o=lQ[r],a=uQ[r],s=this._findTargetItemIndex(e),l=n.children(),u=l[s],c=l.length,h=c?1:0,d={contentPosition:[n.x,n.y],pageCount:h,pageIndex:h-1,pagePrevDataIndex:null,pageNextDataIndex:null};if(!u)return d;var p=m(u);d.contentPosition[r]=-p.s;for(var f=s+1,g=p,v=p,y=null;f<=c;++f)y=m(l[f]),(!y&&v.e>g.s+i||y&&!x(y,g.s))&&(g=v.i>g.i?v:y,g&&(null==d.pageNextDataIndex&&(d.pageNextDataIndex=g.i),++d.pageCount)),v=y;for(f=s-1,g=p,v=p,y=null;f>=-1;--f)y=m(l[f]),y&&x(v,y.s)||!(g.i=e&&t.s<=e+i}},e.prototype._findTargetItemIndex=function(t){if(!this._showController)return 0;var e,n,i=this.getContentGroup();return i.eachChild((function(i,r){var o=i.__legendDataIndex;null==n&&null!=o&&(n=r),o===t&&(e=r)})),null!=e?e:n},e.type="legend.scroll",e}(QJ);const hQ=cQ;function dQ(t){t.registerAction("legendScroll","legendscroll",(function(t,e){var n=t.scrollDataIndex;null!=n&&e.eachComponent({mainType:"legend",subType:"scroll",query:t},(function(t){t.setScrollDataIndex(n)}))}))}function pQ(t){jw(iQ),t.registerComponentModel(aQ),t.registerComponentView(hQ),dQ(t)}function fQ(t){jw(iQ),jw(pQ)}var gQ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return 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r=n.model.uid,o=i.get(r)||i.set(r,bQ(e,n.model)),a=o.dataZoomInfoMap||(o.dataZoomInfoMap=wt());a.set(t.uid,{dzReferCoordSysInfo:n,model:t,getRange:null})}))})),i.each((function(t){var e,n=t.controller,r=t.dataZoomInfoMap;if(r){var o=r.keys()[0];null!=o&&(e=r.get(o))}if(e){var a=MQ(r);n.enable(a.controlType,a.opt),n.setPointerChecker(t.containsPoint),sx(t,"dispatchAction",e.model.get("throttle",!0),"fixRate")}else _Q(i,t)}))}))}var TQ=function(t){function e(){var e=null!==t&&t.apply(this,arguments)||this;return e.type="dataZoom.inside",e}return o(e,t),e.prototype.render=function(e,n,i){t.prototype.render.apply(this,arguments),e.noTarget()?this._clear():(this.range=e.getPercentRange(),mQ(i,e,{pan:$(CQ.pan,this),zoom:$(CQ.zoom,this),scrollMove:$(CQ.scrollMove,this)}))},e.prototype.dispose=function(){this._clear(),t.prototype.dispose.apply(this,arguments)},e.prototype._clear=function(){xQ(this.api,this.dataZoomModel),this.range=null},e.type="dataZoom.inside",e}(DY),CQ={zoom:function(t,e,n,i){var r=this.range,o=r.slice(),a=t.axisModels[0];if(a){var s=kQ[e](null,[i.originX,i.originY],a,n,t),l=(s.signal>0?s.pixelStart+s.pixelLength-s.pixel:s.pixel-s.pixelStart)/s.pixelLength*(o[1]-o[0])+o[0],u=Math.max(1/i.scale,0);o[0]=(o[0]-l)*u+l,o[1]=(o[1]-l)*u+l;var c=this.dataZoomModel.findRepresentativeAxisProxy().getMinMaxSpan();return rV(0,o,[0,100],0,c.minSpan,c.maxSpan),this.range=o,r[0]!==o[0]||r[1]!==o[1]?o:void 0}},pan:AQ((function(t,e,n,i,r,o){var a=kQ[i]([o.oldX,o.oldY],[o.newX,o.newY],e,r,n);return a.signal*(t[1]-t[0])*a.pixel/a.pixelLength})),scrollMove:AQ((function(t,e,n,i,r,o){var a=kQ[i]([0,0],[o.scrollDelta,o.scrollDelta],e,r,n);return a.signal*(t[1]-t[0])*o.scrollDelta}))};function AQ(t){return function(e,n,i,r){var o=this.range,a=o.slice(),s=e.axisModels[0];if(s){var l=t(a,s,e,n,i,r);return rV(l,a,[0,100],"all"),this.range=a,o[0]!==a[0]||o[1]!==a[1]?a:void 0}}}var kQ={grid:function(t,e,n,i,r){var o=n.axis,a={},s=r.model.coordinateSystem.getRect();return t=t||[0,0],"x"===o.dim?(a.pixel=e[0]-t[0],a.pixelLength=s.width,a.pixelStart=s.x,a.signal=o.inverse?1:-1):(a.pixel=e[1]-t[1],a.pixelLength=s.height,a.pixelStart=s.y,a.signal=o.inverse?-1:1),a},polar:function(t,e,n,i,r){var o=n.axis,a={},s=r.model.coordinateSystem,l=s.getRadiusAxis().getExtent(),u=s.getAngleAxis().getExtent();return t=t?s.pointToCoord(t):[0,0],e=s.pointToCoord(e),"radiusAxis"===n.mainType?(a.pixel=e[0]-t[0],a.pixelLength=l[1]-l[0],a.pixelStart=l[0],a.signal=o.inverse?1:-1):(a.pixel=e[1]-t[1],a.pixelLength=u[1]-u[0],a.pixelStart=u[0],a.signal=o.inverse?-1:1),a},singleAxis:function(t,e,n,i,r){var o=n.axis,a=r.model.coordinateSystem.getRect(),s={};return t=t||[0,0],"horizontal"===o.orient?(s.pixel=e[0]-t[0],s.pixelLength=a.width,s.pixelStart=a.x,s.signal=o.inverse?1:-1):(s.pixel=e[1]-t[1],s.pixelLength=a.height,s.pixelStart=a.y,s.signal=o.inverse?-1:1),s}};const DQ=TQ;function LQ(t){GY(t),t.registerComponentModel(vQ),t.registerComponentView(DQ),IQ(t)}var PQ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.type="dataZoom.slider",e.layoutMode="box",e.defaultOption=Bh(TY.defaultOption,{show:!0,right:"ph",top:"ph",width:"ph",height:"ph",left:null,bottom:null,borderColor:"#d2dbee",borderRadius:3,backgroundColor:"rgba(47,69,84,0)",dataBackground:{lineStyle:{color:"#d2dbee",width:.5},areaStyle:{color:"#d2dbee",opacity:.2}},selectedDataBackground:{lineStyle:{color:"#8fb0f7",width:.5},areaStyle:{color:"#8fb0f7",opacity:.2}},fillerColor:"rgba(135,175,274,0.2)",handleIcon:"path://M-9.35,34.56V42m0-40V9.5m-2,0h4a2,2,0,0,1,2,2v21a2,2,0,0,1-2,2h-4a2,2,0,0,1-2-2v-21A2,2,0,0,1-11.35,9.5Z",handleSize:"100%",handleStyle:{color:"#fff",borderColor:"#ACB8D1"},moveHandleSize:7,moveHandleIcon:"path://M-320.9-50L-320.9-50c18.1,0,27.1,9,27.1,27.1V85.7c0,18.1-9,27.1-27.1,27.1l0,0c-18.1,0-27.1-9-27.1-27.1V-22.9C-348-41-339-50-320.9-50z M-212.3-50L-212.3-50c18.1,0,27.1,9,27.1,27.1V85.7c0,18.1-9,27.1-27.1,27.1l0,0c-18.1,0-27.1-9-27.1-27.1V-22.9C-239.4-41-230.4-50-212.3-50z M-103.7-50L-103.7-50c18.1,0,27.1,9,27.1,27.1V85.7c0,18.1-9,27.1-27.1,27.1l0,0c-18.1,0-27.1-9-27.1-27.1V-22.9C-130.9-41-121.8-50-103.7-50z",moveHandleStyle:{color:"#D2DBEE",opacity:.7},showDetail:!0,showDataShadow:"auto",realtime:!0,zoomLock:!1,textStyle:{color:"#6E7079"},brushSelect:!0,brushStyle:{color:"rgba(135,175,274,0.15)"},emphasis:{handleStyle:{borderColor:"#8FB0F7"},moveHandleStyle:{color:"#8FB0F7"}}}),e}(TY);const OQ=PQ;var RQ=du,EQ=7,NQ=1,zQ=30,BQ=7,VQ="horizontal",FQ="vertical",HQ=5,GQ=["line","bar","candlestick","scatter"],WQ={easing:"cubicOut",duration:100,delay:0},qQ=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n._displayables={},n}return o(e,t),e.prototype.init=function(t,e){this.api=e,this._onBrush=$(this._onBrush,this),this._onBrushEnd=$(this._onBrushEnd,this)},e.prototype.render=function(e,n,i,r){if(t.prototype.render.apply(this,arguments),sx(this,"_dispatchZoomAction",e.get("throttle"),"fixRate"),this._orient=e.getOrient(),!1!==e.get("show")){if(e.noTarget())return this._clear(),void this.group.removeAll();r&&"dataZoom"===r.type&&r.from===this.uid||this._buildView(),this._updateView()}else this.group.removeAll()},e.prototype.dispose=function(){this._clear(),t.prototype.dispose.apply(this,arguments)},e.prototype._clear=function(){lx(this,"_dispatchZoomAction");var t=this.api.getZr();t.off("mousemove",this._onBrush),t.off("mouseup",this._onBrushEnd)},e.prototype._buildView=function(){var t=this.group;t.removeAll(),this._brushing=!1,this._displayables.brushRect=null,this._resetLocation(),this._resetInterval();var e=this._displayables.sliderGroup=new Lo;this._renderBackground(),this._renderHandle(),this._renderDataShadow(),t.add(e),this._positionGroup()},e.prototype._resetLocation=function(){var t=this.dataZoomModel,e=this.api,n=t.get("brushSelect"),i=n?BQ:0,r=this._findCoordRect(),o={width:e.getWidth(),height:e.getHeight()},a=this._orient===VQ?{right:o.width-r.x-r.width,top:o.height-zQ-EQ-i,width:r.width,height:zQ}:{right:EQ,top:r.y,width:zQ,height:r.height},s=tp(t.option);W(["right","top","width","height"],(function(t){"ph"===s[t]&&(s[t]=a[t])}));var l=Xd(s,o);this._location={x:l.x,y:l.y},this._size=[l.width,l.height],this._orient===FQ&&this._size.reverse()},e.prototype._positionGroup=function(){var t=this.group,e=this._location,n=this._orient,i=this.dataZoomModel.getFirstTargetAxisModel(),r=i&&i.get("inverse"),o=this._displayables.sliderGroup,a=(this._dataShadowInfo||{}).otherAxisInverse;o.attr(n!==VQ||r?n===VQ&&r?{scaleY:a?1:-1,scaleX:-1}:n!==FQ||r?{scaleY:a?-1:1,scaleX:-1,rotation:Math.PI/2}:{scaleY:a?-1:1,scaleX:1,rotation:Math.PI/2}:{scaleY:a?1:-1,scaleX:1});var s=t.getBoundingRect([o]);t.x=e.x-s.x,t.y=e.y-s.y,t.markRedraw()},e.prototype._getViewExtent=function(){return[0,this._size[0]]},e.prototype._renderBackground=function(){var t=this.dataZoomModel,e=this._size,n=this._displayables.sliderGroup,i=t.get("brushSelect");n.add(new RQ({silent:!0,shape:{x:0,y:0,width:e[0],height:e[1]},style:{fill:t.get("backgroundColor")},z2:-40}));var r=new RQ({shape:{x:0,y:0,width:e[0],height:e[1]},style:{fill:"transparent"},z2:0,onclick:$(this._onClickPanel,this)}),o=this.api.getZr();i?(r.on("mousedown",this._onBrushStart,this),r.cursor="crosshair",o.on("mousemove",this._onBrush),o.on("mouseup",this._onBrushEnd)):(o.off("mousemove",this._onBrush),o.off("mouseup",this._onBrushEnd)),n.add(r)},e.prototype._renderDataShadow=function(){var t=this._dataShadowInfo=this._prepareDataShadowInfo();if(this._displayables.dataShadowSegs=[],t){var e=this._size,n=this._shadowSize||[],i=t.series,r=i.getRawData(),o=i.getShadowDim?i.getShadowDim():t.otherDim;if(null!=o){var a=this._shadowPolygonPts,s=this._shadowPolylinePts;if(r!==this._shadowData||o!==this._shadowDim||e[0]!==n[0]||e[1]!==n[1]){var l=r.getDataExtent(o),u=.3*(l[1]-l[0]);l=[l[0]-u,l[1]+u];var c,h=[0,e[1]],d=[0,e[0]],p=[[e[0],0],[0,0]],f=[],g=d[1]/(r.count()-1),v=0,y=Math.round(r.count()/e[0]);r.each([o],(function(t,e){if(y>0&&e%y)v+=g;else{var n=null==t||isNaN(t)||""===t,i=n?0:Go(t,l,h,!0);n&&!c&&e?(p.push([p[p.length-1][0],0]),f.push([f[f.length-1][0],0])):!n&&c&&(p.push([v,0]),f.push([v,0])),p.push([v,i]),f.push([v,i]),v+=g,c=n}})),a=this._shadowPolygonPts=p,s=this._shadowPolylinePts=f}this._shadowData=r,this._shadowDim=o,this._shadowSize=[e[0],e[1]];for(var m=this.dataZoomModel,x=0;x<3;x++){var _=b(1===x);this._displayables.sliderGroup.add(_),this._displayables.dataShadowSegs.push(_)}}}function b(t){var e=m.getModel(t?"selectedDataBackground":"dataBackground"),n=new Lo,i=new zy({shape:{points:a},segmentIgnoreThreshold:1,style:e.getModel("areaStyle").getAreaStyle(),silent:!0,z2:-20}),r=new Fy({shape:{points:s},segmentIgnoreThreshold:1,style:e.getModel("lineStyle").getLineStyle(),silent:!0,z2:-19});return n.add(i),n.add(r),n}},e.prototype._prepareDataShadowInfo=function(){var t=this.dataZoomModel,e=t.get("showDataShadow");if(!1!==e){var n,i=this.ecModel;return t.eachTargetAxis((function(r,o){var a=t.getAxisProxy(r,o).getTargetSeriesModels();W(a,(function(t){if(!n&&!(!0!==e&&V(GQ,t.get("type"))<0)){var a,s=i.getComponent(_Y(r),o).axis,l=UQ(r),u=t.coordinateSystem;null!=l&&u.getOtherAxis&&(a=u.getOtherAxis(s).inverse),l=t.getData().mapDimension(l),n={thisAxis:s,series:t,thisDim:r,otherDim:l,otherAxisInverse:a}}}),this)}),this),n}},e.prototype._renderHandle=function(){var t=this.group,e=this._displayables,n=e.handles=[null,null],i=e.handleLabels=[null,null],r=this._displayables.sliderGroup,o=this._size,a=this.dataZoomModel,s=this.api,l=a.get("borderRadius")||0,u=a.get("brushSelect"),c=e.filler=new RQ({silent:u,style:{fill:a.get("fillerColor")},textConfig:{position:"inside"}});r.add(c),r.add(new RQ({silent:!0,subPixelOptimize:!0,shape:{x:0,y:0,width:o[0],height:o[1],r:l},style:{stroke:a.get("dataBackgroundColor")||a.get("borderColor"),lineWidth:NQ,fill:"rgba(0,0,0,0)"}})),W([0,1],(function(e){var o=a.get("handleIcon");!p_[o]&&o.indexOf("path://")<0&&o.indexOf("image://")<0&&(o="path://"+o);var s=v_(o,-1,0,2,2,null,!0);s.attr({cursor:jQ(this._orient),draggable:!0,drift:$(this._onDragMove,this,e),ondragend:$(this._onDragEnd,this),onmouseover:$(this._showDataInfo,this,!0),onmouseout:$(this._showDataInfo,this,!1),z2:5});var l=s.getBoundingRect(),u=a.get("handleSize");this._handleHeight=Wo(u,this._size[1]),this._handleWidth=l.width/l.height*this._handleHeight,s.setStyle(a.getModel("handleStyle").getItemStyle()),s.style.strokeNoScale=!0,s.rectHover=!0,s.ensureState("emphasis").style=a.getModel(["emphasis","handleStyle"]).getItemStyle(),Oc(s);var c=a.get("handleColor");null!=c&&(s.style.fill=c),r.add(n[e]=s);var h=a.getModel("textStyle");t.add(i[e]=new Du({silent:!0,invisible:!0,style:uh(h,{x:0,y:0,text:"",verticalAlign:"middle",align:"center",fill:h.getTextColor(),font:h.getFont()}),z2:10}))}),this);var h=c;if(u){var d=Wo(a.get("moveHandleSize"),o[1]),p=e.moveHandle=new du({style:a.getModel("moveHandleStyle").getItemStyle(),silent:!0,shape:{r:[0,0,2,2],y:o[1]-.5,height:d}}),f=.8*d,g=e.moveHandleIcon=v_(a.get("moveHandleIcon"),-f/2,-f/2,f,f,"#fff",!0);g.silent=!0,g.y=o[1]+d/2-.5,p.ensureState("emphasis").style=a.getModel(["emphasis","moveHandleStyle"]).getItemStyle();var v=Math.min(o[1]/2,Math.max(d,10));h=e.moveZone=new du({invisible:!0,shape:{y:o[1]-v,height:d+v}}),h.on("mouseover",(function(){s.enterEmphasis(p)})).on("mouseout",(function(){s.leaveEmphasis(p)})),r.add(p),r.add(g),r.add(h)}h.attr({draggable:!0,cursor:jQ(this._orient),drift:$(this._onDragMove,this,"all"),ondragstart:$(this._showDataInfo,this,!0),ondragend:$(this._onDragEnd,this),onmouseover:$(this._showDataInfo,this,!0),onmouseout:$(this._showDataInfo,this,!1)})},e.prototype._resetInterval=function(){var t=this._range=this.dataZoomModel.getPercentRange(),e=this._getViewExtent();this._handleEnds=[Go(t[0],[0,100],e,!0),Go(t[1],[0,100],e,!0)]},e.prototype._updateInterval=function(t,e){var n=this.dataZoomModel,i=this._handleEnds,r=this._getViewExtent(),o=n.findRepresentativeAxisProxy().getMinMaxSpan(),a=[0,100];rV(e,i,r,n.get("zoomLock")?"all":t,null!=o.minSpan?Go(o.minSpan,a,r,!0):null,null!=o.maxSpan?Go(o.maxSpan,a,r,!0):null);var s=this._range,l=this._range=Uo([Go(i[0],r,a,!0),Go(i[1],r,a,!0)]);return!s||s[0]!==l[0]||s[1]!==l[1]},e.prototype._updateView=function(t){var e=this._displayables,n=this._handleEnds,i=Uo(n.slice()),r=this._size;W([0,1],(function(t){var i=e.handles[t],o=this._handleHeight;i.attr({scaleX:o/2,scaleY:o/2,x:n[t]+(t?-1:1),y:r[1]/2-o/2})}),this),e.filler.setShape({x:i[0],y:0,width:i[1]-i[0],height:r[1]});var o={x:i[0],width:i[1]-i[0]};e.moveHandle&&(e.moveHandle.setShape(o),e.moveZone.setShape(o),e.moveZone.getBoundingRect(),e.moveHandleIcon&&e.moveHandleIcon.attr("x",o.x+o.width/2));for(var a=e.dataShadowSegs,s=[0,i[0],i[1],r[0]],l=0;le[0]||n[1]<0||n[1]>e[1])){var i=this._handleEnds,r=(i[0]+i[1])/2,o=this._updateInterval("all",n[0]-r);this._updateView(),o&&this._dispatchZoomAction(!1)}},e.prototype._onBrushStart=function(t){var e=t.offsetX,n=t.offsetY;this._brushStart=new Xr(e,n),this._brushing=!0,this._brushStartTime=+new Date},e.prototype._onBrushEnd=function(t){if(this._brushing){var e=this._displayables.brushRect;if(this._brushing=!1,e){e.attr("ignore",!0);var n=e.shape,i=+new Date;if(!(i-this._brushStartTime<200&&Math.abs(n.width)<5)){var r=this._getViewExtent(),o=[0,100];this._range=Uo([Go(n.x,r,o,!0),Go(n.x+n.width,r,o,!0)]),this._handleEnds=[n.x,n.x+n.width],this._updateView(),this._dispatchZoomAction(!1)}}}},e.prototype._onBrush=function(t){this._brushing&&(be(t.event),this._updateBrushRect(t.offsetX,t.offsetY))},e.prototype._updateBrushRect=function(t,e){var n=this._displayables,i=this.dataZoomModel,r=n.brushRect;r||(r=n.brushRect=new RQ({silent:!0,style:i.getModel("brushStyle").getItemStyle()}),n.sliderGroup.add(r)),r.attr("ignore",!1);var o=this._brushStart,a=this._displayables.sliderGroup,s=a.transformCoordToLocal(t,e),l=a.transformCoordToLocal(o.x,o.y),u=this._size;s[0]=Math.max(Math.min(u[0],s[0]),0),r.setShape({x:l[0],y:0,width:s[0]-l[0],height:u[1]})},e.prototype._dispatchZoomAction=function(t){var e=this._range;this.api.dispatchAction({type:"dataZoom",from:this.uid,dataZoomId:this.dataZoomModel.id,animation:t?WQ:null,start:e[0],end:e[1]})},e.prototype._findCoordRect=function(){var t,e=wY(this.dataZoomModel).infoList;if(!t&&e.length){var n=e[0].model.coordinateSystem;t=n.getRect&&n.getRect()}if(!t){var i=this.api.getWidth(),r=this.api.getHeight();t={x:.2*i,y:.2*r,width:.6*i,height:.6*r}}return t},e.type="dataZoom.slider",e}(DY);function UQ(t){var e={x:"y",y:"x",radius:"angle",angle:"radius"};return e[t]}function jQ(t){return"vertical"===t?"ns-resize":"ew-resize"}const ZQ=qQ;function YQ(t){t.registerComponentModel(OQ),t.registerComponentView(ZQ),GY(t)}function XQ(t){jw(LQ),jw(YQ)}var $Q={get:function(t,e,n){var i=R((KQ[t]||{})[e]);return n&&J(i)?i[i.length-1]:i}},KQ={color:{active:["#006edd","#e0ffff"],inactive:["rgba(0,0,0,0)"]},colorHue:{active:[0,360],inactive:[0,0]},colorSaturation:{active:[.3,1],inactive:[0,0]},colorLightness:{active:[.9,.5],inactive:[0,0]},colorAlpha:{active:[.3,1],inactive:[0,0]},opacity:{active:[.3,1],inactive:[0,0]},symbol:{active:["circle","roundRect","diamond"],inactive:["none"]},symbolSize:{active:[10,50],inactive:[0,0]}};const JQ=$Q;var QQ=pN.mapVisual,t0=pN.eachVisual,e0=J,n0=W,i0=Uo,r0=Go,o0=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n.stateList=["inRange","outOfRange"],n.replacableOptionKeys=["inRange","outOfRange","target","controller","color"],n.layoutMode={type:"box",ignoreSize:!0},n.dataBound=[-1/0,1/0],n.targetVisuals={},n.controllerVisuals={},n}return o(e,t),e.prototype.init=function(t,e,n){this.mergeDefaultAndTheme(t,n)},e.prototype.optionUpdated=function(t,e){var n=this.option;!e&&W$(n,t,this.replacableOptionKeys),this.textStyleModel=this.getModel("textStyle"),this.resetItemSize(),this.completeVisualOption()},e.prototype.resetVisual=function(t){var e=this.stateList;t=$(t,this),this.controllerVisuals=G$(this.option.controller,e,t),this.targetVisuals=G$(this.option.target,e,t)},e.prototype.getItemSymbol=function(){return null},e.prototype.getTargetSeriesIndices=function(){var t=this.option.seriesIndex,e=[];return null==t||"all"===t?this.ecModel.eachSeries((function(t,n){e.push(n)})):e=ga(t),e},e.prototype.eachTargetSeries=function(t,e){W(this.getTargetSeriesIndices(),(function(n){var i=this.ecModel.getSeriesByIndex(n);i&&t.call(e,i)}),this)},e.prototype.isTargetSeries=function(t){var e=!1;return this.eachTargetSeries((function(n){n===t&&(e=!0)})),e},e.prototype.formatValueText=function(t,e,n){var i,r=this.option,o=r.precision,a=this.dataBound,s=r.formatter;n=n||["<",">"],J(t)&&(t=t.slice(),i=!0);var l=e?t:i?[u(t[0]),u(t[1])]:u(t);return tt(s)?s.replace("{value}",i?l[0]:l).replace("{value2}",i?l[1]:l):Q(s)?i?s(t[0],t[1]):s(t):i?t[0]===a[0]?n[0]+" "+l[1]:t[1]===a[1]?n[1]+" "+l[0]:l[0]+" - "+l[1]:l;function u(t){return t===a[0]?"min":t===a[1]?"max":(+t).toFixed(Math.min(o,20))}},e.prototype.resetExtent=function(){var t=this.option,e=i0([t.min,t.max]);this._dataExtent=e},e.prototype.getDataDimensionIndex=function(t){var e=this.option.dimension;if(null!=e)return t.getDimensionIndex(e);for(var n=t.dimensions,i=n.length-1;i>=0;i--){var r=n[i],o=t.getDimensionInfo(r);if(!o.isCalculationCoord)return o.storeDimIndex}},e.prototype.getExtent=function(){return this._dataExtent.slice()},e.prototype.completeVisualOption=function(){var t=this.ecModel,e=this.option,n={inRange:e.inRange,outOfRange:e.outOfRange},i=e.target||(e.target={}),r=e.controller||(e.controller={});E(i,n),E(r,n);var o=this.isCategory();function a(n){e0(e.color)&&!n.inRange&&(n.inRange={color:e.color.slice().reverse()}),n.inRange=n.inRange||{color:t.get("gradientColor")}}function s(t,e,n){var i=t[e],r=t[n];i&&!r&&(r=t[n]={},n0(i,(function(t,e){if(pN.isValidType(e)){var n=JQ.get(e,"inactive",o);null!=n&&(r[e]=n,"color"!==e||r.hasOwnProperty("opacity")||r.hasOwnProperty("colorAlpha")||(r.opacity=[0,0]))}})))}function l(t){var e=(t.inRange||{}).symbol||(t.outOfRange||{}).symbol,n=(t.inRange||{}).symbolSize||(t.outOfRange||{}).symbolSize,i=this.get("inactiveColor"),r=this.getItemSymbol(),a=r||"roundRect";n0(this.stateList,(function(r){var s=this.itemSize,l=t[r];l||(l=t[r]={color:o?i:[i]}),null==l.symbol&&(l.symbol=e&&R(e)||(o?a:[a])),null==l.symbolSize&&(l.symbolSize=n&&R(n)||(o?s[0]:[s[0],s[0]])),l.symbol=QQ(l.symbol,(function(t){return"none"===t?a:t}));var u=l.symbolSize;if(null!=u){var c=-1/0;t0(u,(function(t){t>c&&(c=t)})),l.symbolSize=QQ(u,(function(t){return r0(t,[0,c],[0,s[0]],!0)}))}}),this)}a.call(this,i),a.call(this,r),s.call(this,i,"inRange","outOfRange"),l.call(this,r)},e.prototype.resetItemSize=function(){this.itemSize=[parseFloat(this.get("itemWidth")),parseFloat(this.get("itemHeight"))]},e.prototype.isCategory=function(){return!!this.option.categories},e.prototype.setSelected=function(t){},e.prototype.getSelected=function(){return null},e.prototype.getValueState=function(t){return null},e.prototype.getVisualMeta=function(t){return null},e.type="visualMap",e.dependencies=["series"],e.defaultOption={show:!0,z:4,seriesIndex:"all",min:0,max:200,left:0,right:null,top:null,bottom:0,itemWidth:null,itemHeight:null,inverse:!1,orient:"vertical",backgroundColor:"rgba(0,0,0,0)",borderColor:"#ccc",contentColor:"#5793f3",inactiveColor:"#aaa",borderWidth:0,padding:5,textGap:10,precision:0,textStyle:{color:"#333"}},e}(op);const a0=o0;var s0=[20,140],l0=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.optionUpdated=function(e,n){t.prototype.optionUpdated.apply(this,arguments),this.resetExtent(),this.resetVisual((function(t){t.mappingMethod="linear",t.dataExtent=this.getExtent()})),this._resetRange()},e.prototype.resetItemSize=function(){t.prototype.resetItemSize.apply(this,arguments);var e=this.itemSize;(null==e[0]||isNaN(e[0]))&&(e[0]=s0[0]),(null==e[1]||isNaN(e[1]))&&(e[1]=s0[1])},e.prototype._resetRange=function(){var t=this.getExtent(),e=this.option.range;!e||e.auto?(t.auto=1,this.option.range=t):J(e)&&(e[0]>e[1]&&e.reverse(),e[0]=Math.max(e[0],t[0]),e[1]=Math.min(e[1],t[1]))},e.prototype.completeVisualOption=function(){t.prototype.completeVisualOption.apply(this,arguments),W(this.stateList,(function(t){var e=this.option.controller[t].symbolSize;e&&e[0]!==e[1]&&(e[0]=e[1]/3)}),this)},e.prototype.setSelected=function(t){this.option.range=t.slice(),this._resetRange()},e.prototype.getSelected=function(){var t=this.getExtent(),e=Uo((this.get("range")||[]).slice());return e[0]>t[1]&&(e[0]=t[1]),e[1]>t[1]&&(e[1]=t[1]),e[0]=n[1]||t<=e[1])?"inRange":"outOfRange"},e.prototype.findTargetDataIndices=function(t){var e=[];return this.eachTargetSeries((function(n){var i=[],r=n.getData();r.each(this.getDataDimensionIndex(r),(function(e,n){t[0]<=e&&e<=t[1]&&i.push(n)}),this),e.push({seriesId:n.id,dataIndex:i})}),this),e},e.prototype.getVisualMeta=function(t){var e=u0(this,"outOfRange",this.getExtent()),n=u0(this,"inRange",this.option.range.slice()),i=[];function r(e,n){i.push({value:e,color:t(e,n)})}for(var o=0,a=0,s=n.length,l=e.length;at[1])break;i.push({color:this.getControllerVisual(a,"color",e),offset:o/n})}return i.push({color:this.getControllerVisual(t[1],"color",e),offset:1}),i},e.prototype._createBarPoints=function(t,e){var n=this.visualMapModel.itemSize;return[[n[0]-e[0],t[0]],[n[0],t[0]],[n[0],t[1]],[n[0]-e[1],t[1]]]},e.prototype._createBarGroup=function(t){var e=this._orient,n=this.visualMapModel.get("inverse");return new Lo("horizontal"!==e||n?"horizontal"===e&&n?{scaleX:"bottom"===t?-1:1,rotation:-Math.PI/2}:"vertical"!==e||n?{scaleX:"left"===t?1:-1}:{scaleX:"left"===t?1:-1,scaleY:-1}:{scaleX:"bottom"===t?1:-1,rotation:Math.PI/2})},e.prototype._updateHandle=function(t,e){if(this._useHandle){var n=this._shapes,i=this.visualMapModel,r=n.handleThumbs,o=n.handleLabels,a=i.itemSize,s=i.getExtent();y0([0,1],(function(l){var u=r[l];u.setStyle("fill",e.handlesColor[l]),u.y=t[l];var c=v0(t[l],[0,a[1]],s,!0),h=this.getControllerVisual(c,"symbolSize");u.scaleX=u.scaleY=h/a[0],u.x=a[0]-h/2;var d=Om(n.handleLabelPoints[l],Pm(u,this.group));o[l].setStyle({x:d[0],y:d[1],text:i.formatValueText(this._dataInterval[l]),verticalAlign:"middle",align:"vertical"===this._orient?this._applyTransform("left",n.mainGroup):"center"})}),this)}},e.prototype._showIndicator=function(t,e,n,i){var r=this.visualMapModel,o=r.getExtent(),a=r.itemSize,s=[0,a[1]],l=this._shapes,u=l.indicator;if(u){u.attr("invisible",!1);var c={convertOpacityToAlpha:!0},h=this.getControllerVisual(t,"color",c),d=this.getControllerVisual(t,"symbolSize"),p=v0(t,o,s,!0),f=a[0]-d/2,g={x:u.x,y:u.y};u.y=p,u.x=f;var v=Om(l.indicatorLabelPoint,Pm(u,this.group)),y=l.indicatorLabel;y.attr("invisible",!1);var m=this._applyTransform("left",l.mainGroup),x=this._orient,_="horizontal"===x;y.setStyle({text:(n||"")+r.formatValueText(e),verticalAlign:_?m:"middle",align:_?"center":m});var b={x:f,y:p,style:{fill:h}},w={style:{x:v[0],y:v[1]}};if(r.ecModel.isAnimationEnabled()&&!this._firstShowIndicator){var S={duration:100,easing:"cubicInOut",additive:!0};u.x=g.x,u.y=g.y,u.animateTo(b,S),y.animateTo(w,S)}else u.attr(b),y.attr(w);this._firstShowIndicator=!1;var M=this._shapes.handleLabels;if(M)for(var I=0;Ir[1]&&(u[1]=1/0),e&&(u[0]===-1/0?this._showIndicator(l,u[1],"< ",a):u[1]===1/0?this._showIndicator(l,u[0],"> ",a):this._showIndicator(l,l,"≈ ",a));var c=this._hoverLinkDataIndices,h=[];(e||I0(n))&&(h=this._hoverLinkDataIndices=n.findTargetDataIndices(u));var d=Ea(c,h);this._dispatchHighDown("downplay",g0(d[0],n)),this._dispatchHighDown("highlight",g0(d[1],n))}},e.prototype._hoverLinkFromSeriesMouseOver=function(t){var e=t.target,n=this.visualMapModel;if(e&&null!=Lu(e).dataIndex){var i=Lu(e),r=this.ecModel.getSeriesByIndex(i.seriesIndex);if(n.isTargetSeries(r)){var o=r.getData(i.dataType),a=o.getStore().get(n.getDataDimensionIndex(o),i.dataIndex);isNaN(a)||this._showIndicator(a,a)}}},e.prototype._hideIndicator=function(){var t=this._shapes;t.indicator&&t.indicator.attr("invisible",!0),t.indicatorLabel&&t.indicatorLabel.attr("invisible",!0);var e=this._shapes.handleLabels;if(e)for(var n=0;n=0&&(r.dimension=o,i.push(r))}})),t.getData().setVisual("visualMeta",i)}}];function L0(t,e,n,i){for(var r=e.targetVisuals[i],o=pN.prepareVisualTypes(r),a={color:Kx(t.getData(),"color")},s=0,l=o.length;s0:t.splitNumber>0)&&!t.calculable?"piecewise":"continuous"})),t.registerAction(A0,k0),W(D0,(function(e){t.registerVisual(t.PRIORITY.VISUAL.COMPONENT,e)})),t.registerPreprocessor(O0))}function z0(t){t.registerComponentModel(c0),t.registerComponentView(C0),N0(t)}var B0=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n._pieceList=[],n}return o(e,t),e.prototype.optionUpdated=function(e,n){t.prototype.optionUpdated.apply(this,arguments),this.resetExtent();var i=this._mode=this._determineMode();this._pieceList=[],V0[this._mode].call(this,this._pieceList),this._resetSelected(e,n);var r=this.option.categories;this.resetVisual((function(t,e){"categories"===i?(t.mappingMethod="category",t.categories=R(r)):(t.dataExtent=this.getExtent(),t.mappingMethod="piecewise",t.pieceList=q(this._pieceList,(function(t){return t=R(t),"inRange"!==e&&(t.visual=null),t})))}))},e.prototype.completeVisualOption=function(){var e=this.option,n={},i=pN.listVisualTypes(),r=this.isCategory();function o(t,e,n){return t&&t[e]&&t[e].hasOwnProperty(n)}W(e.pieces,(function(t){W(i,(function(e){t.hasOwnProperty(e)&&(n[e]=1)}))})),W(n,(function(t,n){var i=!1;W(this.stateList,(function(t){i=i||o(e,t,n)||o(e.target,t,n)}),this),!i&&W(this.stateList,(function(t){(e[t]||(e[t]={}))[n]=JQ.get(n,"inRange"===t?"active":"inactive",r)}))}),this),t.prototype.completeVisualOption.apply(this,arguments)},e.prototype._resetSelected=function(t,e){var n=this.option,i=this._pieceList,r=(e?n:t).selected||{};if(n.selected=r,W(i,(function(t,e){var n=this.getSelectedMapKey(t);r.hasOwnProperty(n)||(r[n]=!0)}),this),"single"===n.selectedMode){var o=!1;W(i,(function(t,e){var n=this.getSelectedMapKey(t);r[n]&&(o?r[n]=!1:o=!0)}),this)}},e.prototype.getItemSymbol=function(){return this.get("itemSymbol")},e.prototype.getSelectedMapKey=function(t){return"categories"===this._mode?t.value+"":t.index+""},e.prototype.getPieceList=function(){return this._pieceList},e.prototype._determineMode=function(){var t=this.option;return t.pieces&&t.pieces.length>0?"pieces":this.option.categories?"categories":"splitNumber"},e.prototype.setSelected=function(t){this.option.selected=R(t)},e.prototype.getValueState=function(t){var e=pN.findPieceIndex(t,this._pieceList);return null!=e&&this.option.selected[this.getSelectedMapKey(this._pieceList[e])]?"inRange":"outOfRange"},e.prototype.findTargetDataIndices=function(t){var e=[],n=this._pieceList;return this.eachTargetSeries((function(i){var r=[],o=i.getData();o.each(this.getDataDimensionIndex(o),(function(e,i){var o=pN.findPieceIndex(e,n);o===t&&r.push(i)}),this),e.push({seriesId:i.id,dataIndex:r})}),this),e},e.prototype.getRepresentValue=function(t){var e;if(this.isCategory())e=t.value;else if(null!=t.value)e=t.value;else{var n=t.interval||[];e=n[0]===-1/0&&n[1]===1/0?0:(n[0]+n[1])/2}return e},e.prototype.getVisualMeta=function(t){if(!this.isCategory()){var e=[],n=["",""],i=this,r=this._pieceList.slice();if(r.length){var o=r[0].interval[0];o!==-1/0&&r.unshift({interval:[-1/0,o]}),o=r[r.length-1].interval[1],o!==1/0&&r.push({interval:[o,1/0]})}else r.push({interval:[-1/0,1/0]});var a=-1/0;return W(r,(function(t){var e=t.interval;e&&(e[0]>a&&s([a,e[0]],"outOfRange"),s(e.slice()),a=e[1])}),this),{stops:e,outerColors:n}}function s(r,o){var a=i.getRepresentValue({interval:r});o||(o=i.getValueState(a));var s=t(a,o);r[0]===-1/0?n[0]=s:r[1]===1/0?n[1]=s:e.push({value:r[0],color:s},{value:r[1],color:s})}},e.type="visualMap.piecewise",e.defaultOption=Bh(a0.defaultOption,{selected:null,minOpen:!1,maxOpen:!1,align:"auto",itemWidth:20,itemHeight:14,itemSymbol:"roundRect",pieces:null,categories:null,splitNumber:5,selectedMode:"multiple",itemGap:10,hoverLink:!0}),e}(a0),V0={splitNumber:function(t){var e=this.option,n=Math.min(e.precision,20),i=this.getExtent(),r=e.splitNumber;r=Math.max(parseInt(r,10),1),e.splitNumber=r;var o=(i[1]-i[0])/r;while(+o.toFixed(n)!==o&&n<5)n++;e.precision=n,o=+o.toFixed(n),e.minOpen&&t.push({interval:[-1/0,i[0]],close:[0,0]});for(var a=0,s=i[0];a","≥"][e[0]]];t.text=t.text||this.formatValueText(null!=t.value?t.value:t.interval,!1,n)}),this)}};function F0(t,e){var n=t.inverse;("vertical"===t.orient?!n:n)&&e.reverse()}const H0=B0;var G0=function(t){function e(){var n=null!==t&&t.apply(this,arguments)||this;return n.type=e.type,n}return o(e,t),e.prototype.doRender=function(){var t=this.group;t.removeAll();var e=this.visualMapModel,n=e.get("textGap"),i=e.textStyleModel,r=i.getFont(),o=i.getTextColor(),a=this._getItemAlign(),s=e.itemSize,l=this._getViewData(),u=l.endsText,c=ht(e.get("showLabel",!0),!u);u&&this._renderEndsText(t,u[0],s,c,a),W(l.viewPieceList,(function(i){var l=i.piece,u=new Lo;u.onclick=$(this._onItemClick,this,l),this._enableHoverLink(u,i.indexInModelPieceList);var h=e.getRepresentValue(l);if(this._createItemSymbol(u,h,[0,0,s[0],s[1]]),c){var d=this.visualMapModel.getValueState(h);u.add(new Du({style:{x:"right"===a?-n:s[0]+n,y:s[1]/2,text:l.text,verticalAlign:"middle",align:a,font:r,fill:o,opacity:"outOfRange"===d?.5:1}}))}t.add(u)}),this),u&&this._renderEndsText(t,u[1],s,c,a),Zd(e.get("orient"),t,e.get("itemGap")),this.renderBackground(t),this.positionGroup(t)},e.prototype._enableHoverLink=function(t,e){var n=this;t.on("mouseover",(function(){return i("highlight")})).on("mouseout",(function(){return i("downplay")}));var i=function(t){var i=n.visualMapModel;i.option.hoverLink&&n.api.dispatchAction({type:t,batch:g0(i.findTargetDataIndices(e),i)})}},e.prototype._getItemAlign=function(){var t=this.visualMapModel,e=t.option;if("vertical"===e.orient)return f0(t,this.api,t.itemSize);var n=e.align;return n&&"auto"!==n||(n="left"),n},e.prototype._renderEndsText=function(t,e,n,i,r){if(e){var o=new Lo,a=this.visualMapModel.textStyleModel;o.add(new Du({style:uh(a,{x:i?"right"===r?n[0]:0:n[0]/2,y:n[1]/2,verticalAlign:"middle",align:i?r:"center",text:e})})),t.add(o)}},e.prototype._getViewData=function(){var t=this.visualMapModel,e=q(t.getPieceList(),(function(t,e){return{piece:t,indexInModelPieceList:e}})),n=t.get("text"),i=t.get("orient"),r=t.get("inverse");return("horizontal"===i?r:!r)?e.reverse():n&&(n=n.slice().reverse()),{viewPieceList:e,endsText:n}},e.prototype._createItemSymbol=function(t,e,n){t.add(v_(this.getControllerVisual(e,"symbol"),n[0],n[1],n[2],n[3],this.getControllerVisual(e,"color")))},e.prototype._onItemClick=function(t){var e=this.visualMapModel,n=e.option,i=n.selectedMode;if(i){var r=R(n.selected),o=e.getSelectedMapKey(t);"single"===i||!0===i?(r[o]=!0,W(r,(function(t,e){r[e]=e===o}))):r[o]=!r[o],this.api.dispatchAction({type:"selectDataRange",from:this.uid,visualMapId:this.visualMapModel.id,selected:r})}},e.type="visualMap.piecewise",e}(d0);const W0=G0;function q0(t){t.registerComponentModel(H0),t.registerComponentView(W0),N0(t)}function U0(t){jw(z0),jw(q0)}var j0={label:{enabled:!0},decal:{show:!1}},Z0=za(),Y0={};function X0(t,e){var n=t.getModel("aria");if(n.get("enabled")){var i=R(j0);E(i.label,t.getLocaleModel().get("aria"),!1),E(n.option,i,!1),r(),o()}function r(){var e=n.getModel("decal"),i=e.get("show");if(i){var r=wt();t.eachSeries((function(t){if(!t.isColorBySeries()){var e=r.get(t.type);e||(e={},r.set(t.type,e)),Z0(t).scope=e}})),t.eachRawSeries((function(e){if(!t.isSeriesFiltered(e))if(Q(e.enableAriaDecal))e.enableAriaDecal();else{var n=e.getData();if(e.isColorBySeries()){var i=Np(e.ecModel,e.name,Y0,t.getSeriesCount()),r=n.getVisual("decal");n.setVisual("decal",u(r,i))}else{var o=e.getRawData(),a={},s=Z0(e).scope;n.each((function(t){var e=n.getRawIndex(t);a[e]=t}));var l=o.count();o.each((function(t){var i=a[t],r=o.getName(t)||t+"",c=Np(e.ecModel,r,s,l),h=n.getItemVisual(i,"decal");n.setItemVisual(i,"decal",u(h,c))}))}}function u(t,e){var n=t?z(z({},e),t):e;return n.dirty=!0,n}}))}}function o(){var i=t.getLocaleModel().get("aria"),r=n.getModel("label");if(r.option=B(r.option,i),r.get("enabled")){var o=e.getZr().dom;if(r.get("description"))o.setAttribute("aria-label",r.get("description"));else{var u,c=t.getSeriesCount(),h=r.get(["data","maxCount"])||10,d=r.get(["series","maxCount"])||10,p=Math.min(c,d);if(!(c<1)){var f=s();if(f){var g=r.get(["general","withTitle"]);u=a(g,{title:f})}else u=r.get(["general","withoutTitle"]);var 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base64.b64decode(str).decode('utf-8') + except: + return "" + + +def get_md5(password): + # 1- 实例化加密对象 + md5 = hashlib.md5() + # 2- 进⾏加密操作 + md5.update(password.encode('utf-8')) + # 3- 返回加密后的结果 + return md5.hexdigest() diff --git a/Server/webserver.py b/Server/webserver.py new file mode 100644 index 0000000..ee8fc5f --- /dev/null +++ b/Server/webserver.py @@ -0,0 +1,151 @@ +import json +from flask import Flask +from flask import request +import sql +import log +import rule +import config +from flask import Flask, render_template, request +import plugin +import logging +app = Flask(__name__, + template_folder="./templates", + static_folder="./templates", + static_url_path="") +app.jinja_env.variable_start_string = '{.<' +app.jinja_env.variable_end_string = '>.}' + + +@app.route('/') +def root(): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + return render_template("index.html") + + +@app.route('/static/') +def on_vue_static(path): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + return app.send_static_file("./" + path) + + +@app.route('/plugin/') +def on_plugin_access(path): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + return plugin.dispath_html_draw(path) + + +@app.route('/api/v1/get/plugin_menu') +def plugin_menu(): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + return {'data': {'menu': plugin.dispath_html_menu()}} + + +@app.route('/api/v1/get/threat_statistics', methods=['GET']) +def threat_statistics(): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + # sqlite的count啥的还不如自己查出来自己统计 + threat_datas = sql.query_all_threat_log(-1) + return_data = { + 'all': len(threat_datas), + 'confirm': 0, + 'ingore': 0, + 'working': 0 + } + for iter in threat_datas: + if iter[9] == 1: + return_data['confirm'] += 1 + elif iter[9] == 2: + return_data['ingore'] += 1 + if iter[7] == 0: + return_data['working'] += 1 + return {'data': return_data} + + +@app.route('/api/v1/get/process_chain/handle', methods=['GET']) +def handle_chain_data(): + id = request.args.get('id') + handletype = request.args.get('handletype') + if request.remote_addr not in config.ALLOW_ACCESS_IP or (id is None or handletype is None): + return "Access Denied" + sql.handle_threat_log(id, handletype) + return {'data': {'success': 1}} + + +@app.route('/api/v1/get/process_chain/delete', methods=['GET']) +def delete_chain_data(): + id = request.args.get('id') + if request.remote_addr not in config.ALLOW_ACCESS_IP or id is None: + return "Access Denied" + sql.delete_threat(id) + return {'data': {'success': 1}} + + +@app.route('/api/v1/get/process_chain/pull', methods=['GET']) +def pull_chain_data(): + if request.remote_addr not in config.ALLOW_ACCESS_IP: + return "Access Denied" + id = request.args.get('id') + return_data = {} + if id is not None: + threat_data = sql.query_one_threat(id) + return_data = { + 'host': threat_data[1], + 'chain_hash': threat_data[2], + 'type': threat_data[3], + 'risk_score': threat_data[4], + 'hit_rule': json.loads(threat_data[5]), + 'chain': json.loads(threat_data[6]), + 'is_end': threat_data[7] + } + return {'data': return_data} + + +@app.route('/api/v1/get/process_chain/all') +def process_chain(): + # -1全部 0未处理的 1处理的 2忽略的 + query_type = request.args.get('query_type') + if request.remote_addr not in config.ALLOW_ACCESS_IP or query_type is None: + return "Access Denied" + threat_datas = sql.query_all_threat_log(query_type) + return_data = [] + for iter in threat_datas: + return_data.append({ + 'host': iter[0], + 'chain_hash': iter[1], + 'hit_rule': json.loads(iter[2]), + 'time': iter[3], + 'type': iter[4], + 'risk_score': iter[5], + 'id': iter[6], + 'is_end': iter[7], + 'start_process': json.loads(iter[8]), + }) + return {'data': return_data} + + +@app.route('/api/v1/process', methods=['POST']) +def process(): + if request.method == 'POST': + # print(request.data) + body_data = request.data.decode() + # 转小写 + host = request.remote_addr + log.process_log(host, json.loads(body_data.lower()), body_data) + + return {'status': 'success'} + + +if __name__ == '__main__': + plugin.reload_plugs() + sql.init() + rule.init_rule() + + # 如果你觉得日志太多了,去掉这个注释... + flask_log = logging.getLogger('werkzeug') + flask_log.setLevel(logging.ERROR) + app.run(debug=True, host="0.0.0.0") diff --git a/provider.json b/provider.json new file mode 100644 index 0000000..67f01e7 --- /dev/null +++ b/provider.json @@ -0,0 +1,1874 @@ +{ + "guid": "{5770385f-c22a-43e0-bf4c-06f5698ffbd9}", + "versions": [ + { + "version": 1, + "events": [ + { + "id": 17, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 17, + "task_string": "Pipe Created (rule: PipeEvent)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": 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%6\r\nDescription: %7\r\nProduct: %8\r\nCompany: %9\r\nOriginalFileName: %10\r\nCommandLine: %11\r\nCurrentDirectory: %12\r\nUser: %13\r\nLogonGuid: %14\r\nLogonId: %15\r\nTerminalSessionId: %16\r\nIntegrityLevel: %17\r\nHashes: %18\r\nParentProcessGuid: %19\r\nParentProcessId: %20\r\nParentImage: %21\r\nParentCommandLine: %22\r\nParentUser: %23", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "FileVersion", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Description", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Product", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Company", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "OriginalFileName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "CommandLine", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "CurrentDirectory", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "LogonGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "LogonId", + "type": 21, + "type_name": "HexInt64" + }, + { + "name": "TerminalSessionId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "IntegrityLevel", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Hashes", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ParentProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ParentProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "ParentImage", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ParentCommandLine", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ParentUser", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 2, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 2, + "task_string": "File creation time changed (rule: FileCreateTime)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "File creation time changed:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nImage: %5\r\nTargetFilename: %6\r\nCreationUtcTime: %7\r\nPreviousCreationUtcTime: %8\r\nUser: %9", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "TargetFilename", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "CreationUtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "PreviousCreationUtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 3, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 3, + "task_string": "Network connection detected (rule: NetworkConnect)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "Network connection detected:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nImage: %5\r\nUser: %6\r\nProtocol: %7\r\nInitiated: %8\r\nSourceIsIpv6: %9\r\nSourceIp: %10\r\nSourceHostname: %11\r\nSourcePort: %12\r\nSourcePortName: %13\r\nDestinationIsIpv6: %14\r\nDestinationIp: %15\r\nDestinationHostname: %16\r\nDestinationPort: %17\r\nDestinationPortName: %18", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Protocol", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Initiated", + "type": 13, + "type_name": "Boolean" + }, + { + "name": "SourceIsIpv6", + "type": 13, + "type_name": "Boolean" + }, + { + "name": "SourceIp", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "SourceHostname", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "SourcePort", + "type": 6, + "type_name": "UInt16" + }, + { + "name": "SourcePortName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "DestinationIsIpv6", + "type": 13, + "type_name": "Boolean" + }, + { + "name": "DestinationIp", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "DestinationHostname", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "DestinationPort", + "type": 6, + "type_name": "UInt16" + }, + { + "name": "DestinationPortName", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 22, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 22, + "task_string": "Dns query (rule: DnsQuery)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "Dns query:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nQueryName: %5\r\nQueryStatus: %6\r\nQueryResults: %7\r\nImage: %8\r\nUser: %9", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "QueryName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "QueryStatus", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "QueryResults", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 23, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 23, + "task_string": "File Delete archived (rule: FileDelete)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "File Delete archived:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nUser: %5\r\nImage: %6\r\nTargetFilename: %7\r\nHashes: %8\r\nIsExecutable: %9\r\nArchived: %10", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "TargetFilename", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Hashes", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "IsExecutable", + "type": 13, + "type_name": "Boolean" + }, + { + "name": "Archived", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 24, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 24, + "task_string": "Clipboard changed (rule: ClipboardChange)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "Clipboard changed:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nImage: %5\r\nSession: %6\r\nClientInfo: %7\r\nHashes: %8\r\nArchived: %9\r\nUser: %10", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Session", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "ClientInfo", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Hashes", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Archived", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 25, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 25, + "task_string": "Process Tampering (rule: ProcessTampering)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "Process Tampering:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nImage: %5\r\nType: %6\r\nUser: %7", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Type", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + } + ] + }, + { + "id": 26, + "channel": 16, + "channel_string": "Microsoft-Windows-Sysmon/Operational", + "task": 26, + "task_string": "File Delete logged (rule: FileDeleteDetected)", + "opcode": 0, + "opcode_string": "Info", + "level": 4, + "keywords": 9223372036854775808, + "keywords_string": [ + "Microsoft-Windows-Sysmon/Operational" + ], + "message": "File Delete logged:\r\nRuleName: %1\r\nUtcTime: %2\r\nProcessGuid: %3\r\nProcessId: %4\r\nUser: %5\r\nImage: %6\r\nTargetFilename: %7\r\nHashes: %8\r\nIsExecutable: %9", + "fields": [ + { + "name": "RuleName", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "UtcTime", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "ProcessGuid", + "type": 15, + "type_name": "GUID" + }, + { + "name": "ProcessId", + "type": 8, + "type_name": "UInt32" + }, + { + "name": "User", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Image", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "TargetFilename", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "Hashes", + "type": 1, + "type_name": "UnicodeString" + }, + { + "name": "IsExecutable", + "type": 13, + "type_name": "Boolean" + } + ] + } + ] + } + ], + "channels": [ + { + "name": "Microsoft-Windows-Sysmon/Operational", + "value": 16 + } + ], + "opcodes": [ + { + "name": "Info", + "value": 0 + } + ], + "tasks": [ + { + "name": "RawAccessRead detected (rule: RawAccessRead)", + "value": 9 + }, + { + "name": "Pipe Created (rule: PipeEvent)", + "value": 17 + }, + { + "name": "Pipe Connected (rule: PipeEvent)", + "value": 18 + }, + { + "name": "CreateRemoteThread detected (rule: CreateRemoteThread)", + "value": 8 + }, + { + "name": "File created (rule: FileCreate)", + "value": 11 + }, + { + "name": "Registry object added or deleted (rule: RegistryEvent)", + "value": 12 + }, + { + "name": "Registry value set (rule: RegistryEvent)", + "value": 13 + }, + { + "name": "Registry object renamed (rule: RegistryEvent)", + "value": 14 + }, + { + "name": "File stream created (rule: FileCreateStreamHash)", + "value": 15 + }, + { + "name": "Sysmon service state changed", + "value": 4 + }, + { + "name": "Process terminated (rule: ProcessTerminate)", + "value": 5 + }, + { + "name": "Image loaded (rule: ImageLoad)", + "value": 7 + }, + { + "name": "Process accessed (rule: ProcessAccess)", + "value": 10 + }, + { + "name": "Sysmon config state changed", + "value": 16 + }, + { + "name": "WmiEventFilter activity detected (rule: WmiEvent)", + "value": 19 + }, + { + "name": "WmiEventConsumer activity detected (rule: WmiEvent)", + "value": 20 + }, + { + "name": "WmiEventConsumerToFilter activity detected (rule: WmiEvent)", + "value": 21 + }, + { + "name": "Error report", + "value": 255 + }, + { + "name": "Driver loaded (rule: DriverLoad)", + "value": 6 + }, + { + "name": "Process Create (rule: ProcessCreate)", + "value": 1 + }, + { + "name": "File creation time changed (rule: FileCreateTime)", + "value": 2 + }, + { + "name": "Network connection detected (rule: NetworkConnect)", + "value": 3 + }, + { + "name": "Dns query (rule: DnsQuery)", + "value": 22 + }, + { + "name": "File Delete archived (rule: FileDelete)", + "value": 23 + }, + { + "name": "Clipboard changed (rule: ClipboardChange)", + "value": 24 + }, + { + "name": "Process Tampering (rule: ProcessTampering)", + "value": 25 + }, + { + "name": "File Delete logged (rule: FileDeleteDetected)", + "value": 26 + } + ], + "keywords": [ + { + "name": "Microsoft-Windows-Sysmon/Operational", + "description": "", + "value": 9223372036854775808 + } + ], + "maps": [] +} diff --git a/sysmon.xml b/sysmon.xml new file mode 100644 index 0000000..c5f2b75 --- /dev/null +++ b/sysmon.xml @@ -0,0 +1,1293 @@ + + + + + md5,sha256,IMPHASH + + + + + + + + + + + + + + + + + "C:\Windows\system32\wermgr.exe" "-queuereporting_svc" + C:\Windows\system32\DllHost.exe /Processid + C:\Windows\system32\wbem\wmiprvse.exe -Embedding + C:\Windows\system32\wbem\wmiprvse.exe -secured -Embedding + C:\Windows\system32\wermgr.exe -upload + C:\Windows\system32\SearchIndexer.exe /Embedding + C:\windows\system32\wermgr.exe -queuereporting + \??\C:\Windows\system32\autochk.exe * + \SystemRoot\System32\smss.exe + C:\Windows\System32\RuntimeBroker.exe -Embedding + C:\Program Files (x86)\Common Files\microsoft shared\ink\TabTip32.exe + C:\Windows\System32\TokenBrokerCookies.exe + C:\Windows\System32\plasrv.exe + C:\Windows\System32\wifitask.exe + C:\Windows\system32\CompatTelRunner.exe + C:\Windows\system32\PrintIsolationHost.exe + C:\Windows\system32\SppExtComObj.Exe + C:\Windows\system32\audiodg.exe + C:\Windows\system32\conhost.exe + C:\Windows\system32\mobsync.exe + C:\Windows\system32\musNotification.exe + C:\Windows\system32\musNotificationUx.exe + C:\Windows\system32\powercfg.exe + C:\Windows\system32\sndVol.exe + C:\Windows\system32\sppsvc.exe + C:\Windows\system32\wbem\WmiApSrv.exe + AppContainer + %%SystemRoot%%\system32\csrss.exe ObjectDirectory=\Windows + C:\windows\system32\wermgr.exe -queuereporting + C:\WINDOWS\system32\devicecensus.exe UserCxt + C:\Windows\System32\usocoreworker.exe -Embedding + C:\Windows\system32\SearchIndexer.exe + + C:\Windows\system32\svchost.exe -k appmodel -s StateRepository + C:\Windows\system32\svchost.exe -k appmodel -p -s camsvc + C:\Windows\system32\svchost.exe -k appmodel + C:\Windows\system32\svchost.exe -k appmodel -p -s tiledatamodelsvc + C:\Windows\system32\svchost.exe -k camera -s FrameServer + C:\Windows\system32\svchost.exe -k dcomlaunch -s LSM + C:\Windows\system32\svchost.exe -k dcomlaunch -s PlugPlay + C:\Windows\system32\svchost.exe -k defragsvc + C:\Windows\system32\svchost.exe -k devicesflow -s DevicesFlowUserSvc + C:\Windows\system32\svchost.exe -k imgsvc + C:\Windows\system32\svchost.exe -k localService -s EventSystem + C:\Windows\system32\svchost.exe -k localService -s bthserv + C:\Windows\system32\svchost.exe -k LocalService -p -s BthAvctpSvc + C:\Windows\system32\svchost.exe -k localService -s nsi + C:\Windows\system32\svchost.exe -k localService -s w32Time + C:\Windows\system32\svchost.exe -k localServiceAndNoImpersonation + C:\Windows\system32\svchost.exe -k localServiceAndNoImpersonation -p + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted -s Dhcp + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted -s EventLog + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted -s TimeBrokerSvc + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted -s WFDSConMgrSvc + C:\Windows\system32\svchost.exe -k LocalServiceNetworkRestricted -s BTAGService + C:\Windows\System32\svchost.exe -k LocalSystemNetworkRestricted -p -s NcbService + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted + C:\Windows\system32\svchost.exe -k localServiceAndNoImpersonation -s SensrSvc + C:\Windows\system32\svchost.exe -k localServiceAndNoImpersonation -p -s SSDPSRV + C:\Windows\system32\svchost.exe -k localServiceNoNetwork + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -p -s WPDBusEnum + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -p -s fhsvc + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s DeviceAssociationService + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s NcbService + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s SensorService + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s TabletInputService + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s UmRdpService + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s WPDBusEnum + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -p -s NgcSvc + C:\Windows\system32\svchost.exe -k localServiceNetworkRestricted -p -s NgcCtnrSvc + C:\Windows\system32\svchost.exe -k localServiceAndNoImpersonation -s SCardSvr + C:\Windows\system32\svchost.exe -k netsvcs -p -s wuauserv + C:\Windows\System32\svchost.exe -k netsvcs -p -s SessionEnv + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted -s WdiSystemHost + C:\Windows\System32\svchost.exe -k localSystemNetworkRestricted -p -s WdiSystemHost + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted + C:\Windows\system32\svchost.exe -k netsvcs -p -s wlidsvc + C:\Windows\system32\svchost.exe -k netsvcs -p -s ncaSvc + C:\Windows\system32\svchost.exe -k netsvcs -s BDESVC + C:\Windows\System32\svchost.exe -k netsvcs -p -s BDESVC + C:\Windows\system32\svchost.exe -k netsvcs -p -s BITS + C:\Windows\system32\svchost.exe -k netsvcs -s BITS + C:\Windows\system32\svchost.exe -k netsvcs -s CertPropSvc + C:\Windows\system32\svchost.exe -k netsvcs -s DsmSvc + C:\Windows\system32\svchost.exe -k netsvcs -p -s Appinfo + C:\Windows\system32\svchost.exe -k netsvcs -s Gpsvc + C:\Windows\system32\svchost.exe -k netsvcs -s ProfSvc + C:\Windows\system32\svchost.exe -k netsvcs -s SENS + C:\Windows\system32\svchost.exe -k netsvcs -s SessionEnv + C:\Windows\system32\svchost.exe -k netsvcs -s Themes + C:\Windows\system32\svchost.exe -k netsvcs -s Winmgmt + C:\Windows\system32\svchost.exe -k netsvcs + C:\Windows\system32\svchost.exe -k networkService -p -s DoSvc + C:\Windows\system32\svchost.exe -k networkService -s Dnscache + C:\Windows\system32\svchost.exe -k networkService -s LanmanWorkstation + C:\Windows\system32\svchost.exe -k networkService -s NlaSvc + C:\Windows\system32\svchost.exe -k networkService -s TermService + C:\Windows\system32\svchost.exe -k networkService + C:\Windows\system32\svchost.exe -k networkService -p + C:\Windows\system32\svchost.exe -k networkServiceNetworkRestricted + C:\Windows\system32\svchost.exe -k rPCSS + C:\Windows\system32\svchost.exe -k secsvcs + C:\Windows\system32\svchost.exe -k swprv + C:\Windows\system32\svchost.exe -k unistackSvcGroup + C:\Windows\system32\svchost.exe -k utcsvc + C:\Windows\system32\svchost.exe -k wbioSvcGroup + C:\Windows\system32\svchost.exe -k werSvcGroup + C:\Windows\system32\svchost.exe -k wusvcs -p -s WaaSMedicSvc + C:\Windows\System32\svchost.exe -k wsappx -p -s ClipSVC + C:\Windows\system32\svchost.exe -k wsappx -p -s AppXSvc + C:\Windows\system32\svchost.exe -k wsappx -s ClipSVC + C:\Windows\system32\svchost.exe -k wsappx + C:\Windows\system32\svchost.exe -k netsvcs + C:\Windows\system32\svchost.exe -k localSystemNetworkRestricted + C:\Windows\system32\deviceenroller.exe /c /AutoEnrollMDM + + "C:\Program Files (x86)\Microsoft\Edge Dev\Application\msedge.exe" --type= + + C:\Windows\Microsoft.NET\Framework\v4.0.30319\ngen.exe + C:\WINDOWS\Microsoft.NET\Framework64\v4.0.30319\Ngen.exe + C:\Windows\Microsoft.NET\Framework\v4.0.30319\ngentask.exe + C:\WINDOWS\Microsoft.NET\Framework64\v4.0.30319\ngentask.exe + C:\Windows\Microsoft.NET\Framework64\v4.0.30319\mscorsvw.exe + C:\Windows\Microsoft.NET\Framework\v4.0.30319\mscorsvw.exe + C:\Windows\Microsoft.Net\Framework64\v3.0\WPF\PresentationFontCache.exe + C:\Windows\Microsoft.NET\Framework64\v4.0.30319\ngentask.exe + C:\Windows\Microsoft.NET\Framework64\v4.0.30319\mscorsvw.exe + C:\Windows\Microsoft.NET\Framework64\v4.0.30319\ngentask.exe + C:\Windows\Microsoft.NET\Framework\v4.0.30319\mscorsvw.exe + C:\Windows\Microsoft.NET\Framework\v4.0.30319\ngentask.exe + + C:\Program Files\Microsoft Office\Office16\MSOSYNC.EXE + C:\Program Files (x86)\Microsoft Office\Office16\MSOSYNC.EXE + C:\Program Files\Common Files\Microsoft Shared\OfficeSoftwareProtectionPlatform\OSPPSVC.EXE + C:\Program Files\Microsoft Office\Office16\msoia.exe + C:\Program Files (x86)\Microsoft Office\root\Office16\officebackgroundtaskhandler.exe + + C:\Program Files\Common Files\Microsoft Shared\ClickToRun\OfficeC2RClient.exe + C:\Program Files\Common Files\Microsoft Shared\ClickToRun\OfficeClickToRun.exe + C:\Program Files\Common Files\Microsoft Shared\ClickToRun\OfficeC2RClient.exe + + C:\Program Files\Windows Media Player\wmpnscfg.exe + + "C:\Program Files (x86)\Google\Chrome\Application\chrome.exe" --type= + "C:\Program Files\Google\Chrome\Application\chrome.exe" --type= + + + + + + + + + + C:\Users + .exe + .cmd + .bat + .com + .vbs + .js + .vb + .mof + .sys + .dll + \Device\HarddiskVolumeShadowCopy + + + + + + OneDrive.exe + C:\Windows\system32\backgroundTaskHost.exe + setup + install + Update\ + redist.exe + msiexec.exe + TrustedInstaller.exe + \NVIDIA\NvBackend\ApplicationOntology\ + + + + + + + + + + + + + + + + + C:\Users + C:\Recycle + C:\ProgramData + C:\Windows\Temp + \ + C:\perflogs + C:\intel + C:\Windows\fonts + C:\Windows\system32\config + + at.exe + certutil.exe + cmd.exe + cmstp.exe + cscript.exe + driverquery.exe + dsquery.exe + hh.exe + infDefaultInstall.exe + java.exe + javaw.exe + javaws.exe + mmc.exe + msbuild.exe + mshta.exe + msiexec.exe + nbtstat.exe + net.exe + net1.exe + notepad.exe + nslookup.exe + powershell.exe + powershell_ise.exe + qprocess.exe + qwinsta.exe + qwinsta.exe + reg.exe + regsvcs.exe + regsvr32.exe + rundll32.exe + rwinsta.exe + sc.exe + schtasks.exe + taskkill.exe + tasklist.exe + wmic.exe + wscript.exe + + bitsadmin.exe + esentutl.exe + expand.exe + extrac32.exe + findstr.exe + GfxDownloadWrapper.exe + ieexec.exe + makecab.exe + replace.exe + Excel.exe + Powerpnt.exe + Winword.exe + squirrel.exe + + nc.exe + ncat.exe + psexec.exe + psexesvc.exe + tor.exe + vnc.exe + vncservice.exe + vncviewer.exe + winexesvc.exe + nmap.exe + psinfo.exe + + 22 + 23 + 25 + 143 + 3389 + 5800 + 5900 + 4444 + + 1080 + 3128 + 8080 + + 1723 + 9001 + 9030 + + + + + + + C:\ProgramData\Microsoft\Windows Defender\Platform\ + AppData\Local\Microsoft\Teams\current\Teams.exe + .microsoft.com + microsoft.com.akadns.net + microsoft.com.nsatc.net + + 23.4.43.27 + 72.21.91.29 + + 127.0.0.1 + fe80:0:0:0 + + + + + + + + + + + + + + + + + + + + + microsoft + windows + Intel + + + + + + + + + + + + + + + + + + + + + + C:\Windows\system32\wbem\WmiPrvSE.exe + C:\Windows\system32\svchost.exe + C:\Windows\system32\wininit.exe + C:\Windows\system32\csrss.exe + C:\Windows\system32\services.exe + C:\Windows\system32\winlogon.exe + C:\Windows\system32\audiodg.exe + C:\Windows\system32\kernel32.dll + C:\Program Files (x86)\Google\Chrome\Application\chrome.exe + + + + + + + + + + + + + + + + + + + true + + + + + + + + + + + + + 0x1F1FFF + C:\Windows\System32\wshom.ocx+c8a0;C:\Windows\System32\wshom.ocx+c39d;C:\Windows\System32\SHELL32.dll+9b5bd;C:\Windows\System32\SHELL32.dll+ae3b9;C:\Windows\SYSTEM32\dbgcore.DLL+6cfb;C:\Windows\System32\KernelBase.dll+de67e;C:\Windows\SYSTEM32\framedynos.dll+2cb3e;C:\Windows\SYSTEM32\framedynos.dll+2b496;UNKNOWN + + + 0x1FFFFF + C:\Windows\System32\wshom.ocx+c8a0;C:\Windows\System32\wshom.ocx+c39d;C:\Windows\System32\SHELL32.dll+9b5bd;C:\Windows\System32\SHELL32.dll+ae3b9;C:\Windows\SYSTEM32\dbgcore.DLL+6cfb;C:\Windows\System32\KernelBase.dll+de67e;C:\Windows\SYSTEM32\framedynos.dll+2cb3e;C:\Windows\SYSTEM32\framedynos.dll+2b496;UNKNOWN + + + 0x1010 + C:\Windows\System32\wshom.ocx+c8a0;C:\Windows\System32\wshom.ocx+c39d;C:\Windows\System32\SHELL32.dll+9b5bd;C:\Windows\System32\SHELL32.dll+ae3b9;C:\Windows\SYSTEM32\dbgcore.DLL+6cfb;C:\Windows\System32\KernelBase.dll+de67e;C:\Windows\SYSTEM32\framedynos.dll+2cb3e;C:\Windows\SYSTEM32\framedynos.dll+2b496;UNKNOWN + + + 0x143A + C:\Windows\System32\wshom.ocx+c8a0;C:\Windows\System32\wshom.ocx+c39d;C:\Windows\System32\SHELL32.dll+9b5bd;C:\Windows\System32\SHELL32.dll+ae3b9;C:\Windows\SYSTEM32\dbgcore.DLL+6cfb;C:\Windows\System32\KernelBase.dll+de67e;C:\Windows\SYSTEM32\framedynos.dll+2cb3e;C:\Windows\SYSTEM32\framedynos.dll+2b496;UNKNOWN + + + C:\Program Files\Microsoft Office\Root\Office16 + C:\Windows\System32\KERNELBASE.dll+76516 + + + + C:\Windows\system32\notepad.exe + 0x1FFFFF + + + C:\Windows\system32\notepad.exe + 0x1F1FFF + + + C:\Windows\system32\notepad.exe + 0x1010 + + + C:\Windows\system32\notepad.exe + 0x143A + + + C:\Windows\system32\lsass.exe + 0x1FFFFF + + + C:\Windows\system32\lsass.exe + 0x1F1FFF + + + C:\Windows\system32\lsass.exe + 0x1010 + + + C:\Windows\system32\lsass.exe + 0x143A + + + + + C:\Windows\system32\csrss.exe + 0x1F1FFF + + + C:\Windows\system32\wininit.exe + 0x1F1FFF + + + C:\Windows\system32\winlogon.exe + 0x1F1FFF + + + C:\Windows\system32\services.exe + 0x1F1FFF + + + 0x0810 + + + + + 0x0800 + 0x800 + + + + 0x0820 + 0x820 + + + + + + + + + + + + + \Start Menu + \Startup\ + \Content.Outlook\ + \Downloads\ + .application + .appref-ms + .bat + .chm + .cmd + .cmdline + .crx + .dmp + .docm + .dll + .exe + .exe.log + .jar + .jnlp + .jse + .hta + .job + .pptm + .ps1 + .sct + .sys + .scr + .vbe + .vbs + .wsc + .wsf + .xlsm + .ocx + proj + .sln + .xls + C:\Users\Default + C:\Windows\system32\Drivers + C:\Windows\SysWOW64\Drivers + C:\Windows\system32\GroupPolicy\Machine\Scripts + C:\Windows\system32\GroupPolicy\User\Scripts + C:\Windows\system32\Wbem + C:\Windows\SysWOW64\Wbem + C:\Windows\system32\WindowsPowerShell + C:\Windows\SysWOW64\WindowsPowerShell + C:\Windows\Tasks\ + C:\Windows\system32\Tasks + C:\Windows\SysWOW64\Tasks + \Device\HarddiskVolumeShadowCopy + + C:\Windows\AppPatch\Custom + VirtualStore + + .xls + .ppt + .rtf + + + + + + + C:\Program Files (x86)\EMET 5.5\EMET_Service.exe + + C:\Program Files\Common Files\Microsoft Shared\ClickToRun\OfficeC2RClient.exe + + C:\Windows\system32\smss.exe + C:\Windows\system32\CompatTelRunner.exe + \\?\C:\Windows\system32\wbem\WMIADAP.EXE + C:\Windows\system32\mobsync.exe + C:\Windows\system32\DriverStore\Temp\ + C:\Windows\system32\wbem\Performance\ + C:\Windows\Installer\ + + C:\$WINDOWS.~BT\Sources\ + C:\Windows\winsxs\amd64_microsoft-windows + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + CurrentVersion\Run + Policies\Explorer\Run + Group Policy\Scripts + Windows\System\Scripts + CurrentVersion\Windows\Load + CurrentVersion\Windows\Run + CurrentVersion\Winlogon\Shell + CurrentVersion\Winlogon\System + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Winlogon\Notify + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Winlogon\Shell + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Winlogon\Userinit + HKLM\Software\WOW6432Node\Microsoft\Windows NT\CurrentVersion\Drivers32 + HKLM\SYSTEM\CurrentControlSet\Control\Session Manager\BootExecute + HKLM\Software\Microsoft\Windows NT\CurrentVersion\AeDebug + UserInitMprLogonScript + user shell folders\startup + + \ServiceDll + \ServiceManifest + \ImagePath + \Start + + Control\Terminal Server\WinStations\RDP-Tcp\PortNumber + Control\Terminal Server\fSingleSessionPerUser + fDenyTSConnections + LastLoggedOnUser + RDP-tcp\PortNumber + Services\PortProxy\v4tov4 + + \command\ + \ddeexec\ + {86C86720-42A0-1069-A2E8-08002B30309D} + exefile + + \InprocServer32\(Default) + + \Hidden + \ShowSuperHidden + \HideFileExt + + Classes\*\ + Classes\AllFilesystemObjects\ + Classes\Directory\ + Classes\Drive\ + Classes\Folder\ + Classes\PROTOCOLS\ + ContextMenuHandlers\ + CurrentVersion\Shell + HKLM\Software\Microsoft\Windows\CurrentVersion\explorer\ShellExecuteHooks + HKLM\Software\Microsoft\Windows\CurrentVersion\explorer\ShellServiceObjectDelayLoad + HKLM\Software\Microsoft\Windows\CurrentVersion\explorer\ShellIconOverlayIdentifiers + + HKLM\Software\Microsoft\Windows\CurrentVersion\App Paths\ + + HKLM\SYSTEM\CurrentControlSet\Control\Terminal Server\WinStations\RDP-Tcp\InitialProgram + + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Winlogon\GPExtensions\ + + HKLM\SYSTEM\CurrentControlSet\Services\WinSock + \ProxyServer + + HKLM\Software\Microsoft\Windows\CurrentVersion\Authentication\Credential Provider + HKLM\SYSTEM\CurrentControlSet\Control\Lsa\ + HKLM\SYSTEM\CurrentControlSet\Control\SecurityProviders + HKLM\Software\Microsoft\Netsh + Software\Microsoft\Windows\CurrentVersion\Internet Settings\ProxyEnable + + HKLM\SYSTEM\CurrentControlSet\Control\NetworkProvider\Order\ + HKLM\Software\Microsoft\Windows NT\CurrentVersion\NetworkList\Profiles + \EnableFirewall + \DoNotAllowExceptions + HKLM\SYSTEM\CurrentControlSet\Services\SharedAccess\Parameters\FirewallPolicy\StandardProfile\AuthorizedApplications\List + HKLM\SYSTEM\CurrentControlSet\Services\SharedAccess\Parameters\FirewallPolicy\DomainProfile\AuthorizedApplications\List + + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Windows\Appinit_Dlls\ + HKLM\Software\Wow6432Node\Microsoft\Windows NT\CurrentVersion\Windows\Appinit_Dlls\ + HKLM\SYSTEM\CurrentControlSet\Control\Session Manager\AppCertDlls\ + + Microsoft\Office\Outlook\Addins\ + Office Test\ + Security\Trusted Documents\TrustRecords + \EnableBHO + + Internet Explorer\Toolbar\ + Internet Explorer\Extensions\ + Browser Helper Objects\ + \DisableSecuritySettingsCheck + \3\1206 + \3\2500 + \3\1809 + + HKLM\Software\Classes\CLSID\{AB8902B4-09CA-4BB6-B78D-A8F59079A8D5}\ + HKLM\Software\Classes\WOW6432Node\CLSID\{AB8902B4-09CA-4BB6-B78D-A8F59079A8D5}\ + HKLM\Software\Classes\CLSID\{083863F1-70DE-11d0-BD40-00A0C911CE86}\ + HKLM\Software\Classes\WOW6432Node\CLSID\{083863F1-70DE-11d0-BD40-00A0C911CE86}\ + + \UrlUpdateInfo + \InstallSource + \EulaAccepted + + \DisableAntiSpyware + \DisableAntiVirus + \SpynetReporting + DisableRealtimeMonitoring + \SubmitSamplesConsent + HKLM\SOFTWARE\Policies\Microsoft\Windows Defender\Exclusions\ + + HKLM\Software\Microsoft\Windows\CurrentVersion\Policies\System\EnableLUA + HKLM\Software\Microsoft\Windows\CurrentVersion\Policies\System\LocalAccountTokenFilterPolicy + + HKLM\Software\Microsoft\Security Center\ + SOFTWARE\Microsoft\Windows\CurrentVersion\Policies\Explorer\HideSCAHealth + + HKLM\Software\Microsoft\Windows NT\CurrentVersion\AppCompatFlags\Custom + HKLM\Software\Microsoft\Windows NT\CurrentVersion\AppCompatFlags\InstalledSDB + VirtualStore + + HKLM\Software\Microsoft\Windows NT\CurrentVersion\Image File Execution Options\ + HKLM\Software\Microsoft\Windows\CurrentVersion\WINEVT\ + HKLM\SYSTEM\CurrentControlSet\Control\Safeboot\ + HKLM\SYSTEM\CurrentControlSet\Control\Winlogon\ + \FriendlyName + HKLM\Software\Microsoft\Windows\CurrentVersion\Installer\InProgress\(Default) + HKLM\Software\Microsoft\Tracing\RASAPI32 + HKLM\Software\Microsoft\Windows\CurrentVersion\CapabilityAccessManager\ConsentStore\ + \Keyboard Layout\Preload + \Keyboard Layout\Substitutes + + \LowerCaseLongPath + \Publisher + \BinProductVersion + \DriverVersion + \DriverVerVersion + \LinkDate + Compatibility Assistant\Store\ + + regedit.exe + \ + + + + + + + + \{CAFEEFAC- + CreateKey + HKLM\COMPONENTS + + HKLM\Software\Microsoft\Windows\CurrentVersion\AppModel\StateRepository\Cache + + Toolbar\WebBrowser + Browser\ITBar7Height + Browser\ITBar7Layout + Internet Explorer\Toolbar\Locked + Toolbar\WebBrowser\{47833539-D0C5-4125-9FA8-0819E2EAAC93} + }\PreviousPolicyAreas + \Control\WMI\Autologger\ + HKLM\SYSTEM\CurrentControlSet\Services\UsoSvc\Start + \Lsa\OfflineJoin\CurrentValue + HKLM\Software\Microsoft\Windows\CurrentVersion\Installer\UserData\S-1-5-18\ + _Classes\AppX + HKLM\Software\Microsoft\Windows\CurrentVersion\WINEVT\Publishers\ + + HKLM\SYSTEM\CurrentControlSet\Control\Lsa\LsaPid + HKLM\SYSTEM\CurrentControlSet\Control\Lsa\SspiCache + HKLM\SYSTEM\CurrentControlSet\Control\Lsa\Kerberos\Domains + + \Services\BITS\Start + \services\clr_optimization_v2.0.50727_32\Start + \services\clr_optimization_v2.0.50727_64\Start + \services\clr_optimization_v4.0.30319_32\Start + \services\clr_optimization_v4.0.30319_64\Start + \services\deviceAssociationService\Start + \services\fhsvc\Start + \services\nal\Start + \services\trustedInstaller\Start + \services\tunnel\Start + \services\usoSvc\Start + + \UserChoice\ProgId + \UserChoice\Hash + \OpenWithList\MRUList + Shell Extentions\Cached + + HKLM\System\CurrentControlSet\Control\Lsa\Audit\SpecialGroups + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Startup\0\PSScriptOrder + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Startup\0\SOM-ID + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Startup\0\GPO-ID + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Startup\0\0\IsPowershell + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Startup\0\0\ExecTime + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Shutdown\0\PSScriptOrder + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Shutdown\0\SOM-ID + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Shutdown\0\GPO-ID + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Shutdown\0\0\IsPowershell + SOFTWARE\Microsoft\Windows\CurrentVersion\Group Policy\Scripts\Shutdown\0\0\ExecTime + \safer\codeidentifiers\0\HASHES\{ + + VirtualStore\MACHINE\SOFTWARE\Microsoft\Office\ClickToRun\ + HKLM\SOFTWARE\Microsoft\Office\ClickToRun\ + + C:\Program Files\WIDCOMM\Bluetooth Software\btwdins.exe + HKCR\VLC. + HKCR\iTunes. + + HKLM\Software\Microsoft\Windows\CurrentVersion\WINEVT\Publishers\{945a8954-c147-4acd-923f-40c45405a658} + + + + + + + + + + + Downloads + Temp\7z + Startup + .bat + .cmd + .doc + .hta + .jse + .lnk + .ppt + .ps1 + .ps2 + .reg + .sct + .vb + .vbe + .vbs + .wsc + .wsf + .txt + + + + + + C:\Program Files (x86)\Google\Chrome\Application\chrome.exe + + C:\Windows\system32\browser_broker.exe + + C:\Program Files\Internet Explorer\iexplore.exe + + OUTLOOK.EXE + + + + + + + + + + + + + + + + + + + + + + paexec;remcom;csexec + + \lsadump;\cachedump;\wceservicepipe + + \isapi_http;\isapi_dg;\isapi_dg2;\sdlrpc;\ahexec;\winsession;\lsassw;\46a676ab7f179e511e30dd2dc41bd388;\9f81f59bc58452127884ce513865ed20;\e710f28d59aa529d6792ca6ff0ca1b34;\rpchlp_3;\NamePipe_MoreWindows;\pcheap_reuse;\gruntsvc;\583da945-62af-10e8-4902-a8f205c72b2e;\bizkaz;\svcctl;\Posh;\jaccdpqnvbrrxlaf;\csexecsvc + \atctl;\userpipe;\iehelper;\sdlrpc;\comnap + + MSSE-;-server + \postex_ + \postex_ssh_ + \status_ + \msagent_ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + .arpa. + .arpa + .msftncsi.com + ..localmachine + localhost + + -pushp.svc.ms + .b-msedge.net + .bing.com + .hotmail.com + .live.com + .live.net + .s-microsoft.com + .microsoft.com + .microsoftonline.com + .microsoftstore.com + .ms-acdc.office.com + .msedge.net + .msn.com + .msocdn.com + .skype.com + .skype.net + .windows.com + .windows.net.nsatc.net + .windowsupdate.com + .xboxlive.com + login.windows.net + C:\ProgramData\Microsoft\Windows Defender\Platform\ + + .activedirectory.windowsazure.com + .aria.microsoft.com + .msauth.net + .msftauth.net + .office.net + .opinsights.azure.com + .res.office365.com + acdc-direct.office.com + atm-fp-direct.office.com + loki.delve.office.com + management.azure.com + messaging.office.com + outlook.office365.com + portal.azure.com + protection.outlook.com + substrate.office.com + .measure.office.com + + .adobe.com + .adobe.io + .mozaws.net + .mozilla.com + .mozilla.net + .mozilla.org + .spotify.com + .spotify.map.fastly.net + .wbx2.com + .webex.com + clients1.google.com + clients2.google.com + clients3.google.com + clients4.google.com + clients5.google.com + clients6.google.com + safebrowsing.googleapis.com + + .akadns.net + .netflix.com + aspnetcdn.com + ajax.googleapis.com + cdnjs.cloudflare.com + fonts.googleapis.com + .typekit.net + cdnjs.cloudflare.com + .stackassets.com + .steamcontent.com + play.google.com + content-autofill.googleapis.com + + .disqus.com + .fontawesome.com + disqus.com + + .1rx.io + .2mdn.net + .3lift.com + .adadvisor.net + .adap.tv + .addthis.com + .adform.net + .adnxs.com + .adroll.com + .adrta.com + .adsafeprotected.com + .adsrvr.org + .adsymptotic.com + .advertising.com + .agkn.com + .amazon-adsystem.com + .amazon-adsystem.com + .analytics.yahoo.com + .aol.com + .betrad.com + .bidswitch.net + .casalemedia.com + .chartbeat.net + .cnn.com + .convertro.com + .criteo.com + .criteo.net + .crwdcntrl.net + .demdex.net + .domdex.com + .dotomi.com + .doubleclick.net + .doubleverify.com + .emxdgt.com + .everesttech.net + .exelator.com + .google-analytics.com + .googleadservices.com + .googlesyndication.com + .googletagmanager.com + .googlevideo.com + .gstatic.com + .gvt1.com + .gvt2.com + .ib-ibi.com + .jivox.com + .krxd.net + .lijit.com + .mathtag.com + .moatads.com + .moatpixel.com + .mookie1.com + .myvisualiq.net + .netmng.com + .nexac.com + .openx.net + .optimizely.com + .outbrain.com + .pardot.com + .phx.gbl + .pinterest.com + .pubmatic.com + .quantcount.com + .quantserve.com + .revsci.net + .rfihub.net + .rlcdn.com + .rubiconproject.com + .scdn.co + .scorecardresearch.com + .serving-sys.com + .sharethrough.com + .simpli.fi + .sitescout.com + .smartadserver.com + .snapads.com + .spotxchange.com + .taboola.com + .taboola.map.fastly.net + .tapad.com + .tidaltv.com + .trafficmanager.net + .tremorhub.com + .tribalfusion.com + .turn.com + .twimg.com + .tynt.com + .w55c.net + .ytimg.com + .zorosrv.com + 1rx.io + adservice.google.com + ampcid.google.com + clientservices.googleapis.com + googleadapis.l.google.com + imasdk.googleapis.com + l.google.com + ml314.com + mtalk.google.com + update.googleapis.com + www.googletagservices.com + + .pscp.tv + + .amazontrust.com + .digicert.com + .globalsign.com + .globalsign.net + .intel.com + .symcb.com + .symcd.com + .thawte.com + .usertrust.com + .verisign.com + ocsp.identrust.com + pki.goog + msocsp.com + ocsp.comodoca.com + ocsp.entrust.net + ocsp.godaddy.com + ocsp.int-x3.letsencrypt.org + ocsp.msocsp.com + pki.goog + ocsp.godaddy.com + amazontrust.com + ocsp.sectigo.com + pki-goog.l.google.com + .usertrust.com + ocsp.comodoca.com + ocsp.verisign.com + ocsp.entrust.net + ocsp.identrust.com + status.rapidssl.com + status.thawte.com + ocsp.int-x3.letsencrypt.org + + + + + + + + + + + + + + + + + + + + wscript.exe + cscript.exe + powershell.exe + rdpclip.exe + + + + + + + + + + + + C:\Program Files (x86)\Microsoft\Edge\Application\ + + + + + + + + +