From 633bee7e54982b2079e1f09af45653f7d2b76273 Mon Sep 17 00:00:00 2001 From: Alexandre Dulaunoy Date: Sat, 29 Dec 2018 20:27:58 +0100 Subject: [PATCH] chg: [3.1] misp modules slides added --- 3.1-misp-modules/content.tex | 647 +++++++++++++++++++ 3.1-misp-modules/logo-circl.pdf | Bin 0 -> 9230 bytes 3.1-misp-modules/machinetag.pdf | Bin 0 -> 26225 bytes 3.1-misp-modules/misp-distributed.pdf | Bin 0 -> 26793 bytes 3.1-misp-modules/misp-expansion.pdf | Bin 0 -> 27849 bytes 3.1-misp-modules/misp.pdf | Bin 0 -> 7938 bytes 3.1-misp-modules/misplogo.pdf | Bin 0 -> 5683 bytes 3.1-misp-modules/modules-integration.png | Bin 0 -> 50960 bytes 3.1-misp-modules/normaltag.png | Bin 0 -> 31362 bytes 3.1-misp-modules/screenshots/Sightings1.PNG | Bin 0 -> 15137 bytes 3.1-misp-modules/screenshots/Sightings2.PNG | Bin 0 -> 13959 bytes 3.1-misp-modules/screenshots/enrichment1.PNG | Bin 0 -> 13112 bytes 3.1-misp-modules/screenshots/enrichment2.PNG | Bin 0 -> 22829 bytes 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3.1-misp-modules/modules-integration.png create mode 100644 3.1-misp-modules/normaltag.png create mode 100644 3.1-misp-modules/screenshots/Sightings1.PNG create mode 100644 3.1-misp-modules/screenshots/Sightings2.PNG create mode 100644 3.1-misp-modules/screenshots/enrichment1.PNG create mode 100644 3.1-misp-modules/screenshots/enrichment2.PNG create mode 100644 3.1-misp-modules/screenshots/enrichment3.PNG create mode 100644 3.1-misp-modules/screenshots/enrichment4.PNG create mode 100644 3.1-misp-modules/screenshots/freetext1.PNG create mode 100644 3.1-misp-modules/screenshots/freetxt2.PNG create mode 100644 3.1-misp-modules/screenshots/freetxt3.PNG create mode 100644 3.1-misp-modules/screenshots/normaltag.png create mode 100644 3.1-misp-modules/slide.tex create mode 100644 3.1-misp-modules/tags24.png create mode 100644 3.1-misp-modules/tagspush.png diff --git a/3.1-misp-modules/content.tex b/3.1-misp-modules/content.tex new file mode 100644 index 0000000..494495d --- /dev/null +++ b/3.1-misp-modules/content.tex @@ -0,0 +1,647 @@ +% DO NOT COMPILE THIS FILE DIRECTLY! +% This is included by the other .tex files. + +\lstdefinelanguage{json}{ + basicstyle=\ttfamily\footnotesize, + numbers=left, + numberstyle=\ttfamily\footnotesize, + stepnumber=1, + numbersep=8pt, + showstringspaces=false, + breaklines=true, + frame=lines, + title=\lstname, + backgroundcolor=\color{background}, + literate= + *{0}{{{\color{numb}0}}}{1} + {1}{{{\color{numb}1}}}{1} + {2}{{{\color{numb}2}}}{1} + {3}{{{\color{numb}3}}}{1} + {4}{{{\color{numb}4}}}{1} + {5}{{{\color{numb}5}}}{1} + {6}{{{\color{numb}6}}}{1} + {7}{{{\color{numb}7}}}{1} + {8}{{{\color{numb}8}}}{1} + {9}{{{\color{numb}9}}}{1} + {:}{{{\color{punct}{:}}}}{1} + {,}{{{\color{punct}{,}}}}{1} + {\{}{{{\color{delim}{\{}}}}{1} + {\}}{{{\color{delim}{\}}}}}{1} + {[}{{{\color{delim}{[}}}}{1} + {]}{{{\color{delim}{]}}}}{1}, +} + +\begin{frame}[t,plain] +\titlepage +\end{frame} + +\begin{frame}[fragile] + \frametitle{Why we want to go more modular...} + \begin{itemize} + \item Ways to extend MISP before modules + \begin{itemize} + \item APIs (PyMISP, MISP API) + \begin{itemize} + \item Works really well + \item {\bf No integration with the UI} + \end{itemize} + \item Change the core code + \begin{itemize} + \item Have to change the core of MISP, diverge from upstream + \item Needs a deep understanding of MISP internals + \item Let's not beat around the bush: {\bf Everyone hates PHP} + \end{itemize} + \end{itemize} + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Goals for the module system} + \begin{itemize} + \item Have a way to extend MISP without altering the core + \item Get started {\bf quickly} without a need to study the internals + \item Make the {\bf modules as light weight as possible} + \begin{itemize} + \item Module developers should only have to worry about the data transformation + \item Modules should have a simple and clean skeleton + \end{itemize} + \item In a friendlier language - {\bf Python} + \end{itemize} +\end{frame} + +\begin{frame} + \frametitle{MISP modules - extending MISP with Python scripts} + \begin{columns}[t] + \column{5.6cm} + \begin{figure} + \includegraphics[scale=0.70]{misp-expansion.pdf} + \end{figure} + \column{6.4cm} + \begin{itemize} + \item Extending MISP with expansion modules with zero customization in MISP. + \item A simple ReST API between the modules and MISP allowing auto-discovery of new modules with their features. + \item Benefit from existing Python modules in Viper or any other tools. + \item MISP modules functionnality introduced in MISP 2.4.28. + \item MISP import/export modules introduced in MISP 2.4.50. + \end{itemize} + \end{columns} +\end{frame} + +\begin{frame}[fragile] + \frametitle{MISP modules - installation} + \begin{itemize} + \item MISP modules can be run on the same system or on a remote server. + \item Python 3 is required to run MISP modules. + \begin{itemize} + \item sudo apt-get install python3-dev python3-pip libpq5 + \item cd /usr/local/src/ + \item sudo git clone https://github.com/MISP/misp-modules.git + \item cd misp-modules + \item sudo pip3 install -I -r REQUIREMENTS + \item sudo pip3 install -I . + \item sudo vi /etc/rc.local, add this line: `sudo -u www-data misp-modules -s \&` + \end{itemize} + \end{itemize} + +\end{frame} + +\begin{frame} + \frametitle{MISP modules - Simple REST API mechanism} + \begin{itemize} + \item http://127.0.0.1:6666/modules - introspection interface to get {\bf all modules available} + \begin{itemize} + \item returns a JSON with a description of each module + \end{itemize} + \item http://127.0.0.1:6666/query - interface to {\bf query a specific module} + \begin{itemize} + \item to send a JSON to query the module + \end{itemize} + \item {\bf MISP autodiscovers} the available modules and the MISP site administrator can enable modules as they wish. + \item If a configuration is required for a module, {\bf MISP adds automatically the option} in the server settings. + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Finding available MISP modules} + \begin{itemize} + \item curl -s http://127.0.0.1:6666/modules + \end{itemize} + \begin{adjustbox}{width=\textwidth,height=6cm,keepaspectratio} + \begin{lstlisting}[language=json,firstnumber=1] + { + "type": "expansion", + "name": "dns", + "meta": { + "module-type": [ + "expansion", + "hover" + ], + "description": "Simple DNS expansion service to resolve IP address from MISP attributes", + "author": "Alexandre Dulaunoy", + "version": "0.1" + }, + "mispattributes": { + "output": [ + "ip-src", + "ip-dst" + ], + "input": [ + "hostname", + "domain" + ] + } + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Querying a module} + \begin{itemize} + \item curl -s http://127.0.0.1:6666/query -H "Content-Type: application/json" --data @body.json -X POST + \end{itemize} + \begin{lstlisting}[language=json,firstnumber=1]{body.json} + {"module": "dns", "hostname": "www.circl.lu"} + \end{lstlisting} + \begin{itemize} + \item and the response of the dns module: + \end{itemize} + \begin{lstlisting}[language=json,firstnumber=1] + {"results": [{"values": ["149.13.33.14"], + "types": ["ip-src", "ip-dst"]}]} + \end{lstlisting} +\end{frame} + +\begin{frame} + \frametitle{MISP modules - How it's integrated in the UI?} + \includegraphics[scale=0.40]{screenshots/enrichment1.PNG}\\ + \includegraphics[scale=0.38]{screenshots/enrichment2.PNG}\\ + \includegraphics[scale=0.35]{screenshots/enrichment3.PNG} +\end{frame} + +\begin{frame} + \frametitle{MISP modules - configuration in the UI} + \includegraphics[scale=0.50]{modules-integration.png} +\end{frame} + +\begin{frame} + \frametitle{MISP modules - main types of modules} + \begin{itemize} + \item Expansion modules - enrich data that is in MISP + \begin{itemize} + \item Hover type - showing the expanded values directly on the attributes + \item Expansion type - showing and adding the expanded values via a proposal form + \end{itemize} + \item Import modules - import new data into MISP + \item Export modules - export existing data from MISP + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Expansion module (Skeleton)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + import json + import dns.resolver + + misperrors = {'error' : 'Error'} + mispattributes = {'input': [], 'output': []} + moduleinfo = {'version': '', 'author': '', + 'description': '', 'module-type': []} + + def handler(q=False): + if q is False: + return False + request = json.loads(q) + r = {'results': [{'types': [], 'values':[]}]} + return r + def introspection(): + return mispattributes + def version(): + return moduleinfo + + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Expansion module (metadata 1)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + misperrors = {'error' : 'Error'} + mispattributes = {'input': ['hostname', 'domain'], 'output': ['ip-src', 'ip-dst']} + moduleinfo = {'version': '', 'author': '', + 'description': '', 'module-type': []} + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Expansion module (metadata 2)} + \begin{adjustbox}{width=\textwidth,height=10cm,keepaspectratio} + \begin{lstlisting}[language=python,showstringspaces=false] + misperrors = {'error' : 'Error'} + mispattributes = {'input': ['hostname', 'domain'], 'output': ['ip-src', 'ip-dst']} + moduleinfo = {'version': '0.1', 'author': 'Alexandre Dulaunoy', + 'description': 'Simple DNS expansion service to + resolve IP address from MISP attributes', 'module-type': ['expansion','hover']} + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Expansion module (handler 1)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + def handler(q=False): + if q is False: + return False + request = json.loads(q) + # MAGIC + # MORE MAGIC + r = {'results': [ + {'types': output_types, 'values':values}, + {'types': output_types2, 'values':values2} + ]} + return r + \end{lstlisting} + \end{adjustbox} +\end{frame} + + +\begin{frame}[fragile] + \frametitle{Creating your Expansion module (handler 2)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + if request.get('hostname'): + toquery = request['hostname'] + elif request.get('domain'): + toquery = request['domain'] + else: + return False + r = dns.resolver.Resolver() + r.timeout = 2 + r.lifetime = 2 + r.nameservers = ['8.8.8.8'] + try: + answer = r.query(toquery, 'A') + except dns.resolver.NXDOMAIN: + misperrors['error'] = "NXDOMAIN" + return misperrors + except dns.exception.Timeout: + misperrors['error'] = "Timeout" + return misperrors + except: + misperrors['error'] = "DNS resolving error" + return misperrors + r = {'results': [{'types': mispattributes['output'], 'values':[str(answer[0])]}]} + return r + \end{lstlisting} + \end{adjustbox} +\end{frame} + + \begin{frame}[fragile] + \frametitle{Creating your module - finished DNS module} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + import json + import dns.resolver + misperrors = {'error' : 'Error'} + mispattributes = {'input': ['hostname', 'domain'], 'output': ['ip-src', 'ip-dst']} + moduleinfo = {'version': '0.1', 'author': 'Alexandre Dulaunoy', + 'description': 'Simple DNS expansion service to resolve IP address from MISP attributes', 'module-type': ['expansion','hover']} + def handler(q=False): + if q is False: + return False + request = json.loads(q) + if request.get('hostname'): + toquery = request['hostname'] + elif request.get('domain'): + toquery = request['domain'] + else: + return False + r = dns.resolver.Resolver() + r.timeout = 2 + r.lifetime = 2 + r.nameservers = ['8.8.8.8'] + try: + answer = r.query(toquery, 'A') + except dns.resolver.NXDOMAIN: + misperrors['error'] = "NXDOMAIN" + return misperrors + except dns.exception.Timeout: + misperrors['error'] = "Timeout" + return misperrors + except: + misperrors['error'] = "DNS resolving error" + return misperrors + r = {'results': [{'types': mispattributes['output'], 'values':[str(answer[0])]}]} + return r + + def introspection(): + return mispattributes + + def version(): + return moduleinfo + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[t,fragile] + \frametitle{Testing your module} + \begin{itemize} + \item Copy your module dns.py in modules/expansion/ + \item Restart the server misp-modules.py + \end{itemize} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting} + [adulau:~/git/misp-modules/bin]$ python3 misp-modules.py + 2016-03-20 19:25:43,748 - misp-modules - INFO - MISP modules passivetotal imported + 2016-03-20 19:25:43,787 - misp-modules - INFO - MISP modules sourcecache imported + 2016-03-20 19:25:43,789 - misp-modules - INFO - MISP modules cve imported + 2016-03-20 19:25:43,790 - misp-modules - INFO - MISP modules dns imported + 2016-03-20 19:25:43,797 - misp-modules - INFO - MISP modules server started on TCP port 6666 + \end{lstlisting} + \end{adjustbox} + \begin{itemize} + \item Check if your module is present in the introspection + \item curl -s http://127.0.0.1:6666/modules + \item If yes, test it directly with MISP or via curl + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Code samples (Configuration)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + # Configuration at the top + moduleconfig = ['username', 'password'] + # Code block in the handler + if request.get('config'): + if (request['config'].get('username') is None) or (request['config'].get('password') is None): + misperrors['error'] = 'CIRCL Passive SSL authentication is missing' + return misperrors +- + x = pypssl.PyPSSL(basic_auth=(request['config']['username'], request['config']['password'])) + + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Default expansion module set} + \begin{itemize} + \item asn history + \item CIRCL Passive DNS + \item CIRCL Passive SSL + \item Country code lookup + \item CVE information expansion + \item DNS resolver + \item DomainTools + \item eupi (checking url in phishing database) + \item IntelMQ (experimental) + \item ipasn + \item PassiveTotal - http://blog.passivetotal.org/misp-sharing-done-differently + \item sourcecache + \item Virustotal + \item Whois + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Import modules} + \begin{itemize} + \item Similar to expansion modules + \item Input is a file upload or a text paste + \item Output is a list of parsed attributes to be editend and verified by the user + \item System is still new but some modules already exist + \begin{itemize} + \item Cuckoo JSON import + \item email import + \item OCR module + \item Simple STIX import module + \end{itemize} + \item Many ideas for future modules (OpenIOC import, connector to sandboxes, STIX 2.0, etc) + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Import module (Skeleton)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + import json + + misperrors = {'error' : 'Error'} + userConfig = { + 'number1': { + 'type': 'Integer', + 'regex': '/^[0-4]$/i', + 'errorMessage': 'Expected a number in range [0-4]', + 'message': 'Column number used for value' + } + }; + inputSource = ['file', 'paste'] + moduleinfo = {'version': '', 'author': '', + 'description': '', 'module-type': ['import']} + moduleconfig=[] + + def handler(q=False): + if q is False: + return False + request = json.loads(q) + request["data"] = base64.b64decode(request["data"]) + r = {'results': [{'categories': [], 'types': [], 'values':[]}]} + return r + + def introspection(): + return {'userConfig': userConfig, 'inputSource': inputSource, 'moduleConfig': moduleConfig} + + def version(): + return moduleinfo + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your import module (userConfig and inputSource)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + userConfig = { + 'number1': { + 'type': 'Integer', + 'regex': '/^[0-4]$/i', + 'errorMessage': 'Expected a number in range [0-4]', + 'message': 'Column number used for value' + } + }; + inputSource = ['file', 'paste'] + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your import module (Handler)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + def handler(q=False): + if q is False: + return False + request = json.loads(q) + request["data"] = base64.b64decode(request["data"]) + r = {'results': [{'categories': [], 'types': [], 'values':[]}]} + return r + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your import module (Introspection)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + def introspection(): + modulesetup = {} + try: + userConfig + modulesetup['userConfig'] = userConfig + except NameError: + pass + try: + moduleConfig + modulesetup['moduleConfig'] = moduleConfig + except NameError: + pass + try: + inputSource + modulesetup['inputSource'] = inputSource + except NameError: + pass + return modulesetup + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Export modules} + \begin{itemize} + \item Input is currently only a single event + \item Dynamic settings + \item Later on to be expanded to event collections / attribute collections + \item Output is a file in the export format served back to the user + \item Export modules was recently introduced but a CEF export module already available + \item Lots of ideas for upcoming modules and including interaction with misp-darwin + \end{itemize} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your Export module (Skeleton)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + import json + inputSource = ['event'] + outputFileExtension = 'txt' + responseType = 'application/txt' + moduleinfo = {'version': '0.1', 'author': 'Andras Iklody', + 'description': 'Skeleton export module', + 'module-type': ['export']} + + def handler(q=False): + if q is False: + return False + request = json.loads(q) + # insert your magic here! + output = my_magic(request["data"]) + r = {"data":base64.b64encode(output.encode('utf-8')).decode('utf-8')} + return r + + def introspection(): + return {'userConfig': userConfig, 'inputSource': inputSource, 'moduleConfig': moduleConfig, 'outputFileExtension': outputFileExtension} + + def version(): + return moduleinfo + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your export module (settings)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + inputSource = ['event'] + outputFileExtension = 'txt' + responseType = 'application/txt' + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your export module (handler)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + def handler(q=False): + if q is False: + return False + request = json.loads(q) + # insert your magic here! + output = my_magic(request["data"]) + r = {"data":base64.b64encode(output.encode('utf-8')).decode('utf-8')} + return r + \end{lstlisting} + \end{adjustbox} +\end{frame} + +\begin{frame}[fragile] + \frametitle{Creating your export module (introspection)} + \begin{adjustbox}{width=\textwidth,height=5cm,keepaspectratio} + \begin{lstlisting}[language=python] + def introspection(): + modulesetup = {} + try: + responseType + modulesetup['responseType'] = responseType + except NameError: + pass + try: + userConfig + modulesetup['userConfig'] = userConfig + except NameError: + pass + try: + moduleConfig + modulesetup['moduleConfig'] = moduleConfig + except NameError: + pass + try: + outputFileExtension + modulesetup['outputFileExtension'] = outputFileExtension + except NameError: + pass + try: + inputSource + modulesetup['inputSource'] = inputSource + except NameError: + pass + return modulesetup + \end{lstlisting} + \end{adjustbox} +\end{frame} + + +\begin{frame}[fragile] + \frametitle{Upcoming additions to the module system - General} + \begin{itemize} + \item Expose the modules to the APIs + \item Move the modules to background processes with a messaging system + \item Difficulty is dealing with uncertain results on import (without the user having final say) + \end{itemize} +\end{frame} + +\begin{frame}[t,fragile] {Q\&A} +\includegraphics[scale=0.5]{misplogo.pdf} +\begin{itemize} + \item \url{https://github.com/MISP/misp-modules} + \item \url{https://github.com/MISP/} + \item We welcome new modules and pull requests. + \item MISP modules can be designed as standalone application. +\end{itemize} + +\end{frame} + diff --git a/3.1-misp-modules/logo-circl.pdf b/3.1-misp-modules/logo-circl.pdf new file mode 100644 index 0000000000000000000000000000000000000000..62c9239fbfa4e3807901e3754db322c2cb69ec09 GIT binary patch literal 9230 zcmdUVbyQUA|1KciAe{r!F*FP*Ff=ILAVUl=G(#guhcqH3jdX`}NvDJ$ASfXSNQZR& zz;it3e81=Zaqn99{&Dx3wd2|EyFd9pd(C<_qneByCl62nld*26;u4b&zzuLTv%wS- 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+\institute{\href{http://www.misp-project.org/}{http://www.misp-project.org/} \\ Twitter: \emph{\href{https://twitter.com/mispproject}{@MISPProject}}} +\date{\input{../includes/location.txt}} +\titlegraphic{\includegraphics[scale=0.85]{misp.pdf}} + + +\begin{document} +\include{content} +\end{document} + diff --git a/3.1-misp-modules/tags24.png b/3.1-misp-modules/tags24.png new file mode 100644 index 0000000000000000000000000000000000000000..9b1d3313cea8c8d90fe99c1af325a79da447b5f3 GIT binary patch literal 58707 zcmb@ubyQVf94~kX;UaZaT2et8q>)bPl$LIg?gjxtNdW=r?(PN!Y3Xhdkq+r*HvZmw z^WLoaXV#jt5L}nbx%=$1<5S=BNl{(`^C8hg2!b%BB*l~=2ni8_5Y%AcJEW@HLJfYP z*-2_TLJ-!E`+o?r^jJ^9i>OXga^k4V2n29!+(3cmTJRE~lemVHsI9fNiH#E^>R@8v zWMWM2YT;x~E+HkSsQw-cAA-msDKTLcx7nQqS2vuAOVk6`tx2oC+|MG>a+H`NQZN!k z8dYS3N65U-q^pd?%dU}e6>(M^#Ni|8qX973$0+%1G=dO<&zKYxXfsyKZ+v|*en1rI zTtd^$Y2CpRaVaS&Y;3$suhxIQf}FRGh6GW6td@4z3qj7+gQ} z%|4kXQ9g#5fK$O zo4+KOt$D}gbM59&E~XR~5@Na7>~3dgXK46~!{^EbO1EfyTW7;Jbmb)g>1)>d-rd^N 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