From de14f98b3255184a699341c44468f650663efe58 Mon Sep 17 00:00:00 2001 From: Marty Hernandez Avedon Date: Thu, 17 Sep 2020 15:55:42 -0400 Subject: [PATCH] added take-actions.md --- .../advanced-hunting-best-practices.md | 6 +- .../advanced-hunting-take-action.md | 83 ++++++++++++++++++ .../images/ah-take-actions.png | Bin 0 -> 50595 bytes 3 files changed, 87 insertions(+), 2 deletions(-) create mode 100644 windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-take-action.md create mode 100644 windows/security/threat-protection/microsoft-defender-atp/images/ah-take-actions.png diff --git a/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-best-practices.md b/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-best-practices.md index 54a2423525..412c20d764 100644 --- a/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-best-practices.md +++ b/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-best-practices.md @@ -21,7 +21,9 @@ ms.topic: article **Applies to:** -- Microsoft Threat Protection +- [Microsoft Defender Advanced Threat Protection (Microsoft Defender ATP)](https://go.microsoft.com/fwlink/p/?linkid=2069559) + +> Want to experience Microsoft Defender ATP? [Sign up for a free trial.](https://www.microsoft.com/microsoft-365/windows/microsoft-defender-atp?ocid=docs-wdatp-advancedhuntingref-abovefoldlink) Apply these recommendations to get results faster and avoid timeouts while running complex queries. For more guidance on improving query performance, read [Kusto query best practices](https://docs.microsoft.com/azure/kusto/query/best-practices). @@ -39,7 +41,7 @@ Apply these recommendations to get results faster and avoid timeouts while runni | extend DriveLetter = extractjson("$.DriveLetter", AdditionalFields) ``` -- **Has beats contains**—To avoid searching substrings within words unnecessarily, use the `has` operator instead of `contains`. [Learn about string operators](https://docs.microsoft.com/azure/data-explorer/kusto/query/datatypes-string-operators) +- ***Has* beats *contains*** —To avoid searching substrings within words unnecessarily, use the `has` operator instead of `contains`. [Learn about string operators](https://docs.microsoft.com/azure/data-explorer/kusto/query/datatypes-string-operators) - **Look in specific columns**—Look in a specific column rather than running full text searches across all columns. Don't use `*` to check all columns. diff --git a/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-take-action.md b/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-take-action.md new file mode 100644 index 0000000000..d12e51c9d8 --- /dev/null +++ b/windows/security/threat-protection/microsoft-defender-atp/advanced-hunting-take-action.md @@ -0,0 +1,83 @@ +--- +title: Take action on advanced hunting query results in Microsoft Threat Protection +description: Quickly address threats and affected assets in your advanced hunting query results +keywords: advanced hunting, threat hunting, cyber threat hunting, mdatp, microsoft defender atp, wdatp search, query, telemetry, custom detections, schema, kusto, avoid timeout, command lines, process id +search.product: eADQiWindows 10XVcnh +search.appverid: met150 +ms.prod: microsoft-365-enterprise +ms.mktglfcycl: deploy +ms.sitesec: library +ms.pagetype: security +f1.keywords: +- NOCSH +ms.author: lomayor +author: lomayor +ms.localizationpriority: medium +manager: dansimp +audience: ITPro +ms.collection: M365-security-compliance +ms.topic: article +--- + +# Take action on advanced hunting query results + +**Applies to:** +- [Microsoft Defender Advanced Threat Protection (Microsoft Defender ATP)](https://go.microsoft.com/fwlink/p/?linkid=2069559) + +> Want to experience Microsoft Defender ATP? [Sign up for a free trial.](https://www.microsoft.com/microsoft-365/windows/microsoft-defender-atp?ocid=docs-wdatp-advancedhuntingref-abovefoldlink) + +You can quickly contain threats or address compromised assets that you find in [advanced hunting](advanced-hunting-overview.md) using powerful and comprehensive action options. With these options, you can: + +- Take various actions on devices +- Quarantine files + +## Required permissions + +To be able to take action through advanced hunting, you need a role in Microsoft Defender ATP with [permissions to submit remediation actions on devices](https://docs.microsoft.com/windows/security/threat-protection/microsoft-defender-atp/user-roles#permission-options). If you can't take action, contact a global administrator about getting the following permission: + +*Active remediation actions > Threat and vulnerability management - Remediation handling* + +## Take various actions on devices + +You can take the following actions on devices identified by the `DeviceId` column in you query results: + +- Isolate affected devices to contain an infection or prevent attacks from moving laterally +- Collect investigation package to obtain more forensic information +- Run an antivirus scan to find and remove threats using the latest security intelligence updates +- Initiate an automated investigation to check and remediate threats on the device and possibly other affected devices +- Restrict app execution to only Microsoft-signed executable files, preventing subsequent threat activity through malware or other untrusted executables + +To learn more about how these response actions are performed through Microsoft Defender ATP, [read about response actions on devices](respond-machine-alerts.md). + +## Quarantine files + +You can deploy the *quarantine* action on files so that they are automatically quarantined when encountered. When selecting this action, you can choose between the following columns to identify which files in your query results to quarantine: + +- `SHA1` — In most advanced hunting tables, this is the SHA-1 of the file that was affected by the recorded action. For example, if a file was copied, this would be the copied file. +- `InitiatingProcessSHA1` — In most advanced hunting tables, this is the file responsible for initiating the recorded action. For example, if a child process was launched, this would be the parent process. +- `SHA256` — This is the SHA-256 equivalent of the file identified by the `SHA1` column. +- `InitiatingProcessSHA256` — This is the SHA-256 equivalent of the file identified by the `InitiatingProcessSHA1` column. + +To learn more about how quarantine actions are taken and how files can be restored, [read about response actions on files](respond-file-alerts.md). + +>[!NOTE] +>To locate files and quarantine them, the query results should also include `DeviceId` values as device identifiers. + +## Take action + +To take any of the described actions, select one or more records in your query results and then select **Take actions**. A wizard will guide you through the process of selecting and then submitting your preferred actions. + +![Image of selected record with panel for inspecting the record](images/ah-take-actions.png) + +## Review actions taken + +Each action is individually recorded in the action center, under **Action center** > **History** ([security.microsoft.com/action-center/history](https://security.microsoft.com/action-center/history)). Go to the action center to check the status of each action. + +## Related topics + +- [Advanced hunting overview](advanced-hunting-overview.md) +- [Learn the query language](advanced-hunting-query-language.md) +- [Understand the schema](advanced-hunting-schema-reference.md) +- [Work with query results](advanced-hunting-query-results.md) +- [Apply query best practices](advanced-hunting-best-practices.md) +- [Custom detections overview](overview-custom-detections.md) diff --git a/windows/security/threat-protection/microsoft-defender-atp/images/ah-take-actions.png b/windows/security/threat-protection/microsoft-defender-atp/images/ah-take-actions.png new file mode 100644 index 0000000000000000000000000000000000000000..daf9714d6e4f78a17338898d0e8f383d221c0a79 GIT binary patch literal 50595 zcmeFZ1yogC*e<#e2}MAF!XFknWa}P`dBC z{l0(vcZ_@Qxo3=f&pBh9@$Vtqz1LoAuDRYh-+JC>&QKL)Iqd7?*AWN=wt~F08UlgZ zf< zbXBcKb$wscg~VoO3l{BG!_Yxnycw`MueZ{3hQ zLiQ+Uz$#TUZ{Lt5M$wZwMlt&_%hJjU*0#^{=ee6_aQ;;Z2??&du6WY_yoN(1;{RSO22CGIi+J{Z0~2(cs)1w zWWMeSDk`=CPW>&?fKcdowxWpF9%hQ)g@D)oI+~4*jXVSX{ii>!-m~nLwzaiQn0VX0 zeDu4M29Ja!xVV^$QpBswI_&nRxDTOeShwit=sv|weiZWHvh1a-H&<0v4SD^#rP&{& z#A#91b?ryS5bv*Fzql-VNT=$a5tQ4E$~O9*2e^?(pdW6}%E`-PN=ix1Z*Sw`;zqIv zkg(LAojuoYcup3KOA{oSCN3_H=;`UXVL*(BKsSb4(cMkW&c0(iQ%7buQT8%0P$qOz zfdT&pl^~&1Fb?|{4jvvN0w(3Q`PSh1wY6&zvg$F6>STd|foU!)y@(f~1We>rQ*ok*?5^F5leTjCj%1B+k#zKesdAig?l0B@e<&?`l(kXJmSm z+?Fcg|HRG?8|1pTF^cPbxFus~m|Q#^O`yog#I)EJO0fDP11rCvfEy{JMn4*aO1Iy+CQYmvM0<(9)aENE(uH zULhfh$w~(~0qGdU-EDgkXeJ39xM+l=HlAMdV&mHAwpJ!3Pdd5qaC2vQ@x zXAyq$Rf>MxyLVU0bt9;R+%YBGVPy^02$-7E?^qEiH-X4Sxb< zS}yci>HX+MtIc%(J|U}S{+<1^kk_rZl#tpsT9#@2x(awdBf|Qi7>>VU`s!LF02pd?Hn8s$J&(Z zO3TVhW~j|W=kN~{Z5=SUHcOA9^>)?_-Kf^f`NadghF-9?traNFK&>o6c=*;lNNr$FNGD zUG9$>A&ubab|W4>{*}~QJB50cIBRQbU_CsKc4(hJf1Z4jfViWz3CCKvQJ$O~{gzi$ z1hI7(`JFR9=a61*{#Obdpjk*$i!{{FkC)?Aavp0qC$+UnPc`^Zh)Zmz)z;QJ;udFR zWfgO9bC+}l7);l=wZ1?>y%nSQ8#L&X!)!xK4H)!KGGWAAyu7lN_S5|(rgHT@-+Oxc ztDH>d&%?>?^;f%CK0n>8^rEfgH=jNPb1eDjfV1)Jija`d{FI^JxtnoqOY6s!bd@_d ziHI2MXoNkB`-95Mc`EEC(NpJq&8zj_gpqJw7g>tF{jjCVX)(ZfQ(0MgXLpx%kpA5_ zb?^DU{=q>4q=zWbEq`KW762M!y0<#;NQ8PI`d_#5jVM__kewa7)?+&;EDQ^@`}cRg z*;{w-{^(~Urj1dAe<*~)4LLhIcBZDLU`!A%GBOzR^YdT-5;JMTgvXHeq#-ANoui)h z>FHqR7(7!H_3F2YN*1DvmQSGZT--S`%)yjYRP%Flsg*rHetgljNsUAG=lW}kSSctd z_O@q@R*fIZ%X_Z-hLI2?+@TjX;v!u#R-J$f&5y2Lqe@YPG)Muj;j}7>+Qovc!`e%iVGNUO6vcS&GN; z&TAQ4m)ErQWeAsNWn|FO(@S|4B|eYHuKN#J+#$T4uV0OC*_TX2&Hg?mB@)zSP2?oA zihB5UmDfHCxWPcV?Xk(p)~{c$iAxl%Pn6r>(a_))Xkx`E2I^JX&j-`^-uW~3`I`wy z`{(z>#f_rIj`32g&d%Q6RRpDw`wg+P9aJ@SbreGVMer10 zlCy_QyUgzL3khLu^VyEQ0ACKF4H%*H^mL?_w@lZ1poqr{kRvMWr(c6{xdpBPLW|$O ze`Dg{a2)6c1qRXz3hH_qB~KLO=Lej2Nl8hSn0FJKnVE@y9+*4&y{KL9<(9J||CsV0 zZ=I{g=P(lx85y}lsgv{gweR`KwbnEtxAlNnc0J9ib8;T*R4@uHr=WE-9UUE*H*N&f z*VoU~*BkjBGbVlfXl!P7Rb5^EzWo%bv9U3cST#Q3#g$uPVl>bz=W5EYU%w*2P(DGv3?HKYrlL%E~&ryLTkqvka(!hn<_BM@gMK?gigS zm`tyqJh3s9^O^73C}`mmQ&Uu!zk6HLr#XG5w^?xhnSW$TiyaXqu4`&lH8q-5*sQFq zuA39(V{YKUT7z*ry|?SN<_}mE57AycW(kan!ULZWIG)h?hAPbB`v(|FwH!hSWrh;< zbLo)Y2c~;Wj#dLWp`*RQM`1UjIh6g;vHL+cOh#j}+@S+?r(3n{y*MIP{kMAJxfgTn zZi?i1ZQC;;!zR_JuVzPc{~ix zR)j=E$Y^VmE;$S6>+AOy=<$V9i;# z8c;EC+Pb3XQ*`qny1M-+IUJ_MJXqS!64TC`BqUiLN(Ox#2nZ$7n3R*6U~oeqGNGlT zyW;NdzB*pYG~;t<0Mi=rA}|mQ<`ufPw>L6CL~yySKQ05so+{_Fn;--u)WJ9V+#h-E zy?X?oZ(1o*1GAFNNm+?xK=BId?9z4QnIIrwK? zuDhL~mJ<*Me~KBBzP=4R4f%a;jCA;6sj0VcB5orEO-JWseDmK=s{i$g?teoWaC5t& zAOo7mZd>g$Jg(QIrTeJH z{)q#mr9b`8`1I!o+B{F5*5?Q!HuQC;z*H7~w>vD?r*!Z~P9bZE$^tb3TqYc-e|@iO;Qf4_?D zWDU_S30qUs%S&WVi&*`&=>P1(rNnnykWIIa^ykl?=!Ng0&n$Y*71vuUJLm)jiX>0@ z9N(Ip%4_j!*WLH~fl9!)%r6QTUKG4-S=J0FB>Rz|oOsncXN( zsaP^LiI!GdTicWM_g_6X3M8t0R(SCV@P9Y14RZJSafp84Ch$4gLqQ08?jQy;m7CiX zXfV5x$iRA?+F+TaF|UALpg?1Xm|HCjit+RbwoI(YYClQ}`?Y|Gh=);b&z?O)W_JUP zmlP0vuxS}+m=9(?M7(fX>>#Vcr*raT4wCI&cGlL>k+>ZlQ)2*9*DTTvTx3$FJKM%& z)1?e~nAji(0?AZP3<^wn{_1d+CSs?N{`IEJ$i86kCDlupmCIMba`aWz)wFj!g#_KU z!bQ9fA<2rByd4cO3Hji~p;!Q%2Td+CpJPsV=qTwx9Am^WDMSqv1k$A8biw z^?r0ZYg4Gdc{X8FbglEj^Y?eAwx1(MtIiW|rS~!r?mD+2MC$FnT{wkx8vg$HSU#qE zApI$UwvHZ&&i33K0z%{bU%#>{GKQ_4cILLV%l}Y3=YMwn;QR{>@5so}Sy*3GR5FL{ zVJ8g+^6s|dHAD|T+?NO=X2Y z6XbmMlr5Zr^Jmqiq`x-8kmI=X!1&1h`?`tL&h9M{5h_UAwU7hVa}U)-rzjG&CR};BKWi=N2_W{C0F21QLw)TAuRm z-#_pSRM_d&d&ivatzq%;RpK8$f<(%~;&zSu=55NpQ4g-(6ro^988duS|#+&?N>@#kK{Ruz(j+Ii?uD#_K7ZtLv0H2e2R5 zgCW~p=^GT9iFS5z;r6=_p4YB19yMo->vr1ur2`6RU}f5J)SV$FQNhhWRUWh3q}%FQz}GK8*h5drrA+&mi@Ml0CPx3PmgL{ zE<4sc(`@J<2AGVtw)Pyv?DF#RP2VZ_`YY^&>WwGh$;?Re9*GtH;CjBQf;mxU$5aPb zhD~#DaNum?(7cffmP8QljVUJxJ{)^gS;rq073J0G={yN~c5Ne5>0^-J#W6;-=n*0~ zlJe#D9IbYZE7_kve;ij;Lb!x$s>qS2?D@$xFE1|}ul+DT+8tsxPV@-I9o;bIc&IB0Y=f-+#Ic1pJR_@(>V} zo4>y@VFBQDt^VtmchS)$9)0$n71n4>OiaQ6FhYRe^|cr8V3ZK2%H2KNAPWcm_{3yq zj@GNQq`0`rAERCD^;d|=VP42-kI4x8CSCP7M3;=@1_wc=Z1;eGjY@?i42LMZ$Gf(i zon_Z%y{=9e(yAme4`K+GgK+}q=9huM0SESoj>^=yW(sf}T_fpuJr4n)Zim8&$(Qr51w)(E6l zeV>>Z_7QNM`ljCAqW3j+^VE}NW%u=KTyyk0U7VdI0U^Sn;W)ug=NQ_atklY0fjQTb zuG<&==A&R5U<29}u4J)SIXcGgSr&V2Q-@Osp+lMkz!96-T{1voRrBdwsk>)YcIz^%#agQ`JT&`bdud)WuG@R)6&w?*3+Q{FYDywROQWw?$CH%QCv`2 z>5;IdH!|G+Swg$O_uOCq_LfVz_q`lssoU@^~)z?8uXhoP4d%sj)@+ zOXWQBb?V9QCfuO$6Rzz#US0nHIz_p`e|;Y&=2msB9O<2^M;^WUe$W4`Wg)Tg%L_hi zijg8YWn~-~k3aOZEI*;k+ z@o8&Y+ttj>%#4w_tr^7k#7gl9a-JRVy_##s5K5^Y^J^NDatPawd+gjaGqYGPND*)$ zK50x7bJ=SRzBX3tKqKhB&i1SJ)-A;E-|dm2gV=fYgB4U>d%ptX$4C)qRJ5_Nv5!9X zl=I`#+=k>_*K1zmb~Gf!UzDf>larH4#q8POWDT>f`*=i1x4toyuS1|$VbAWC2U}!HsaVfA0P4Cp{TzmUW^ZqQbUsJZPHpsgK>YJ?Q)d=dQc@DjT0Sy3 z`Lf!w^IimvAgp0};viu%JUqOu+20Sd)qineq1d=pw%)GcWc|Uf@lp~*f00r1EVJ8& z;Jm*ALHB+C(!%fi8zZ3cvZS)uglAM)8)@tg4z|-Z%FwVl;PW#L#IeLJ=|ztg*VaP8 z|AvHxwXPUF4;`oJV{s?tjnb~aFVeDSQc_aVoK)@N^s`4NoJ^=fF=)f;J~`6ZNk~jO zGTy}pZ3!wVamt_xhISR*#U5VUF8bVmYlocts$uKK#?~!?2WW_X>z4(_&i8elsXl5> zOG?*W3BzSF@sMU&7>w!a9Tm>le=`&&MM}8;#ah-8T zSJ&t37kGg*)EK|1!*_HvZItw4QF?%)q0WI6b-bfzQEy^&RwIy1lvO zs+_2mw%IcXvdP(ZOs%fdEfVny)#F*~T^w5G$YRMeH1(=7idp}8D(L>}#WB{E{!BX| zL{nGPcJsuy+%9)sUfv_m5v88}Lpf>bs}{XUv~`Vc8@z~AReD@Dql$d_NNWHb9e3tv zR>yMgA)XW$aZc%DS;s17#0$8f!*JT91vNJ`SPkbArK>Rm>^djpiHUxCvi|TzM&23- zCcg0&0_)0^03XZVB$S-TCqrbZb~Ymc4ryOy{LYLCy!}IyZ;e;jCAznT-~|=>!&9wh zWDOJhVdUFCn@_2Ull_e6Yki+Qd)T@@PB8=D5dK(Vu0x*G;!Q)7!Xm=-%vr7aP@z}T z_-I6XERn)=cus3il8fxkM=3k0IPu5quU@?xqyGo+E;8_O=~>mJI3PZAc^{HXbJ-^a zc2jydH#32oxNZycp1QJ@lyuO4Aj99<Z8{gkNIIeU>;Qoid&4;x8FR6vXEd9^> zwzu`82}iVDen@+edbgj$d-z|O;Kf|?{#*GB36X#N4?z3>{nOVusH!62F{wBSx|k0i zUIWA=nKw*cLx@C$a&N;pqC3OS00&CaMZG^>USI#liOrHA`?-14$PZb|;ktpWIEDrw z%c}T!V`JLS55_H9yv4*C@hhQ1HZoZRh?$0N;uzB8LcRA20txv+sSmyIugG)Xt$GD` z-!E=Ly_AKg)$nA#k~qIZN^(DsoyYarV+m$v=GDncPOt_}Yd;w4-Jn(riWIZzrN%>! z{f0^?2=LkFi3#$NkrA-XSMJ`ud&A&Ev$>hs96-K8`7>x}=<)N5;}w1Y*Q&jP zXvBQO1F=XxDMa6fepvlTzlK92dLwlXD;$!2S{9bvT;+_%fsrX6KVm~M&vyJvhSEyb z>2~H$9M|6|g*AX?{PA%hIsKWh%ztnJY75PtoG!aESmgHCrZL9W8BX?_58QhV1{i8q zqz8zzgGmP{L`Xpz^t+q0@yYf~y`zhZzit7q_CuDKTqRniykRH}i42ygsi|>2{lNh6 z_G-B|i2iK$@|*_hYsJrYEz+~H=ouKUg7<9sV&46YC6*c~6e;Cfr z&!ghv4wcHa0+W&`rDbGjp>{(a(b2z*)GV_1R>86>cX-AeRo@T{jFS$I5a*!_esW?z zz-(MaR#>1ywE!aG(m; zCL<%`Jftm03t^l$yzII^f$YaB9a4~%gpSUOBcwvEipxd)8Uw;v15HFc5q&h!eLQdM zepO-d_wq<`y2Zgv&my;nb)z-6?~2;JPP|9Hu;i(gEou`~$M}6`qwA#j9kHK+rE7&; zOI=4ln-9@=SmMH-G~W{Y(;(AD{lNJN+%t+aIaDk})51)7;6CCBBadW1m!%np_4Um! zT2a;6%)B>PvL9*nO^;Jo34Eq?Molz673!5wnk6l9Ay4!1xrY!xJ+TP+I4JKh-kk}v zJYM+O-G=i6y{T%KtT8(f3P2$*0sEGqi%NwWO_k&P6~H;53KARzsTkn7h#e@0v`kFs zl4?Q;lB&#M_9Bqf!Va=us2tO?vE`4=Kvrh|1dwqkjFSXC6oZg&etsTeat`0~eJ$h3 zogGI|%>^i8Fd8;yMaeUG?gCKa!AVRaB^6enK=NvPIt-90?A)Q7lr%Jv0Dv2ReaF}y z^aKHwLG2O~G$^m5f{)0mV2=I@+5JnXVaOcusVBw9lir}4R-m*7QRxnzm2%vz8Rr^Eo>$vsw>fJFZ4=cI_dqmXVPA`M3{d z26fejxHwK}j%P1Y2!hJXWX&WwGS6dQV5}+DjZUDu)Cyou4pnluXB_Dd={gg%dWbd^ zEIl78xi8^y_{#BI)|8cB_ru(CeH@M{_4gb4DKaJ|bee_wp+u~jgr_wymhM|qItwSr ziW3++rOtQq45W9>FxN+mBC#oW35BHhK?~yVKgAEirU(L1%XMpttkmLr%lYXcl7^rU zs)b7<8USb`*rK;k0fN%yl{=XCEi5d+GUN@}+&5_pQL_xA<~ETIoPdCk$?M?PH8C+U zP|0i{&^Jh`S9&1ebh1rq=FmEEs$UecKE4 zD(AMhBcb*Z`>Z7&$}XlO`8vQ4xC%*J@OHy#q5K`VmSd#IC=x1rNag~+_W@gl!z@nf zlPYI-cV6hB9_ za#0paWxu0&j57Oaa-c2*L!lR9Dc1C?jmyTJjtGkQdzLs*$_Y!83V!XCj)t5ylrU@T zzK3&{W$*-5enCNmkDuO5Nm1s|qWDe5(j)c<6D#ue{LUs@d;)ozY5}=S#m1KX%MTVE zN9Pu|XJ)A)6EFx$mbdR`-#0&P9qt^a6d~8XB`OuDsr&W_=DnI&N=Xp3hz)X%X2PdBl)!MnK_x z0jlZ9!aFb>Ku|B2mdwDHES??ju1;0oGrOykGg`#<8mm=<>J?xmPMZ@vV8k#W;{}&V zC>uc@h%`umEoo|Mf|YZwmgG{|Y3~M-5OU(x?T_ebS2@x?_wjK$J+Q0a6umeyEraA0 zT!%y)he3efql$_OpeLY{^V(uUl{%c9=Q@BE^2!(6mog0v4ahz);9n~=tbYx32b1}h zK&y!|W(dYZj9Y`|fi)xl;6Yx0IhmmAos+#afAAE>tNm$JKBs^O69n!jBqSXDOmyf6 zoDX;tXt!^Fs{b4W!G$5+r}MDeqEewH-ZTsKBRt&s89W`8rR{0iO0?3kGVTqst2*rL zLp2j0Br^sUl)w4ae-Kc_{ub{)Z>@*Qd)HK3A!26~W6NtJJmTWiUqmiPV$A>2%j@tW z`lYHN&%l&w5Lli5bWQBGOqSo15$o73Z{EC#7xnQ9-PqmT1u{ycq7Q=#&~vzb&ph)D z>&Zd=@nbD5E$IRK1+G{JR4n%oj(1vd=T}!lkg*34P(V_}6&135$s$fCdrzh1J>y8b@M<^{fL)rW_WTa|EMmlRPI}P=4d>)q<^(@z##hX_kq;e~> z8n^;_C<#o703=in@L~%z#d@}yjx+(sf0juB^UYLBc!hK-@D+jZ@bH)qBY;8$8nN8og5j_JUS$XuT@q2KvCJSgGrTg{m~1JEM=B8=D&WL0lnlVEi!HvB z18WF@U}IzJPnAGbN)e^HxVZ50J4#GUYz4v}7`6`RJCaxePX05@U7(=JLD>MHyaAx2 zC>HVY^H;Ua_W=`gc?;Y3-D4IRP>;E}xfennTd9C8lZyEYPgK~20mI`nXdNh3TCopM zY34UKBao=vw{O=!3c5)Gxh-wj`a!+#avD~v*!C0(g7l!bRs;VPN>f)CCXLS?9%wx_ zJ^g384U3+5+Ns?$HuC#cFOUWpLND_g2R>lBA=z45Mm}hO0waA9+=aE=2MA1OFdwZ( z@)KqR#>U2k)i)W*cx_3Ms`+g9=lrBYV_G zE0bvKhz(KxDp#oJpN!2`Quc`I>}-p5r?|)ycdq^Px*01E>C_ZCh0lh`X9t72>4ioy z-M+S;x0v;?yupSJ_4MYc7w(k^R3*R1u%sZUThSmO<_Vv(uzZa>IoUjr zySIH;S=y5RQHBf+E|zewrs<{IZ(+@@fdM?I;Ix9~1*YW!xP`P|o;$aEFV8)IGm@T} zX#$1(uJ7N`5Ux-N0!E&=ipoupHx|$w%WTK-VO)w!OZ`hrU1EkP2nipX@w=+1s02=^ z-67Pjuq6YUQ4mZ~0-y@EFSLgl+uP%S@XSD;!E6Kdg6r;*3$`e$s?E z0|qL;^AaW$C$8r_*3I0|q6S3S)1!)JhH6X8oR;*?s>UX$LDbEBz0o`^P9y^+Cnsmw znhzW!7BO2BJj-uz<|beTpt6_JUv2}Sqn?=CWqLXT0_~DRT}`bR6i}_wp+6M`K#w=@ zg;rFQ8cP2poQBd?R#qh|nq&ah6+6yL#wR4qFGh+H-#$TRcV1DUqL`>nk#TBHd+xlH z1xj4?(IO*(-<*Ca^X8k&#!n8T^zz;gd8h%TmvWM&F~ZpE5yYgUBgFn6bQYyuD`p(m zw=do;s>YH}PqXi+T6*h0`X<$I(zs7^o*V+nh1H5}keh=5ZK@o*{6hx$9=3CxyxJm* zIbAjC9;Jw#M<({=%J24tk@gALb-9(cU2kc%>pZ!6?WZv1}px)b~Znswm znmD>R-G;y!1!B^08Zl~M(EwUb|L)zpemJL|7X*g`E*pVngtIEVc@h(6FUckKu6uc` z*2AGXm;`=W1m!_$XN|}98^Fd*x2CFrYpIy<>ijLO6wvP80B_m!;_Nu%038+W(5FbZ z{5oKgt26aNNX>(=?34Rut`E8wsBf|D_+5tEw@rR8w41MQBGC-5WCfU8nFU?pWy3NH ze&72UABQ6KKv@eTDfGKU(ZdoAcS_bAJe&ykms!y_TyR8MCb0gn2)u!eh-ik7i>vs@ zHl8mYRMt?zAZdRwy9VW&{gJgG$qh*-h3y5X;sKw(fOL)!9;n5B~x; zKa6ksD(qW5d8vU)HE;FwRY-94(NRCWs?xjtPfus+1UU4oo~+*e3k?7$GA2$;{jjCw zvx3IRMd+$6KWD9m`KDIpix&vMt&qvMG+oQrFMrSe{|yyUx?#{XXcbp)4K#?quT{pD zf2gu_boenV4RS|@zYPAl{bS}bUAvs_z!WqGh|AIjtoD3?!kRryZgn5tt+R)$vo%10oA%&u%4=bc({dR!$K+ou`}vp;^YTzF z=W)w}oW}qQ(29u}d4e~T`IoVbgvI_LZ2b@Y^cp~&)CKcpikd4< z@w5_N-RnN%G!@&Pnl@BKs`{HevtC4Qjh?8o7MU8pXL1i7eG00b#&Rn7rw=FGm?ZQf z?AVnK(*PV3F}&0FA2uGT;n1(V5m@q3;Ez2M{Xu;SO6rd*$?%o@?7%mpY(IVdM#Dcn z0cNXy_z}k8+?k>eLR?cb^JO0Mt$oKAyWd{QpZ&U;Z*=$qE`z6NdozJ1(nsc7uVvfki`B0oz3H$RxS>VSZRV{yhO27`T@z?S>;q>8@G@H z^qrqn3*QxPsvAsM6RE?Ty&z4iBUsZWBfHRm=^WLX2?j(cE&WlEeQ1PMb))( z;jB6BJET_(Mk-Qd3L*s;=R5u8YC1^}d%@mFI2136p9`~5+__~DML|MbBV$R}O_HUX z8v89dA<6?9zB@D)n62+pG9CL|6q3!+ZD691>UF>MW+gi=$>FkDOZULh5D=<}N?=ZE z^dab-ZD3Xs|5@jJi>>w_v=uKDEm*ek))&qxsk40l7Dsa(dW@y^47&5Cef+}#wArK( zPne}X>*uwCH8V?{dA&qJ0b^g}P#Fq@!|Eo#w*NYJ1+6Mx{q=fkBl4}E7S6_~2upz- zB75FmD|5c@_Q6lC9COwA#lKkmKv<|qOM8{uF1nifWuiC>2QMswY1cU24Isk9b^5%l zh(N2)uDO=};#Ki_jrkoDxlI-)3rkZW7wCe_!aD-TX$}_R_fmsvIYYH#b_JEsIZWHK=N99jQJNZx(3@ob>y0IC0{J3;M^X^e#g^wj!nD z=XZ-PQ3}?fLZKoi%W(ATUMc_L_VW4+P!b+|L(1LK@AiHb%<~Wu+$S66V4dwJ3JEjE zmeK-mVFEV#fq~&s))sK815*C)*^x7yommsTks+%xHwg*b(gyyq7YrQ#?TSVc&xt_H zXExuv*tz5a8DdXELkv}Zwu@PO?0Uk&t25HrXmj0HEAP_h{IpgvBT!dkM?Ht_D4~c= zJ9BB4Kw7%p@|Y^9B>NW#&@I)7~?GB@!*%BF{(>Q=jMk#&Uj^U|D!5v$NC~vA1h^b0&kz z`IG%EZqKkgg(xt?MJSYGHNq)nL^F>r!wnjPP!SeN>!IzX801wfPEketp=J9dDjr!h zW;6TU^+h>}RQW+(nyPLx=3B4Z76tqWb?lFS=4F@X(=b>pB$db|ybGr=JxdJ83T|^{HeYqNkP@Y+riKl@XNZvKkX5ihq_Y z)eJh(t~Z2px!9=Kb<#sn#d6Kxk^A6``lbCx^7+n~ZCXYi3aJkJwvp*H(&LKCv`1rXjQZuw9aON9!q}A6<>%qC{CHI|FPjqO_q?5 z7Nl+vU(NHPq#7-~x2UP-JC(S^Dy)9su*Rk8o!jN4zjyEcg*^e7-JU9<2mO1UPvR$p z9(VtC`D8!WaTJx!=k$6fL0GhyL_n4A$xPML@*x!>rA?|QKiARKgLS!FT!M#=iAWRm zNNd=Tk>MLBD_3sWhE4VWLvKB-qcVpOA#Mfq!rWi)2cqOZjF7Dl$$53VwBjuOu0!en z`4fQ{`g4`xjeXFmNW@$InuM7HIH9Em`K{W)E$Se~qX=`7uq=_?HoDrOym&j>POSVw zFA@duL(?ryu`57O!_O*TP~+v1gr4K59obe5yVQ?8qcn{>QPr&Y9@DY3cIRlq$-BYD z4Ldijj$cQ&{OK`>l6g~LBX#%7Rx2^(U^K9CbcUD`r;qSj4RZ4)1UNajmbfJ~WB)zNF5dY|vc42yNE8Iq@ZJ z$IBVhNwVLGcD7vC?N@r+pe zBO5`X!4C#^IWsr6 z;5t0G9oLjL)Ad?RXgHhr5kAtC1Y1DO7(BQX2{;lC(R5aiEHawaqE;;~QBgyx=e5p*bTbqO5b zd-2LUWZ5V@u)RsabGZuL?U3QtY307xAt5Wxl;n?m!(yXiR5&R9(UIhtRv#e3Q{#;V za?>K$kY^L4GD%#tYuBghe@GJhY&fX zuJ9IK!HusOzt*X&V~I(a@Ri#4FD0EHPTPwWk23u4wAz^v3y))gcb} zw67)Ir~@X44m%Cb7}#-s5kjR|SSfPKL)fHxy4T%?6Zz2&wfxW`BvGKX7R$N2OyXl5 zcFhYWMG2!{vEb1Rj?|XE_SJkn`EK5jjPxSykomkWP4g&Tsl+@wj-AQd7v{cO8sJ1l zf;g#f{dTI#m197IpCEu}n(?DhqVSZYD}9l_xuG&$dkvw|KKn8%5Swk56br#sQGgou zGCGytLwuXR<~+h~LwtQ48?Hwn+N)8skLUT2XCSz?MQ=>x-_Ksy7A|)OOLwdqi5#jc zX1ytw(?%a$_K1}XY>fqq$L|?3`sfDYlL>LO!UU2;#624gUT(_lIzN3`Y_M5`-c*)W zuabCI)-dznyEosf+w>$b@Cfm(S==WhX`)IL6Ihc&NkfKJMdM|v?4*+)B%&3yQnf7A^o3hcbu#oAEwwlCamG6rjGWtb)bJ+dc`Tb#Pnu;(`L3( zY$$=OtDYn*DVsuNs^;1XZl=hf03p(!oCO3+PRc?xWsf2dCQ+*DowsC8Aj(M(tH6oT z{r>fdinZ0x9+5nVd2L38u@m}t?si4}#TzYBbun&9qipF(*Ruz$;+J z6wf^*Ve}sx*2z^7s(Mfxx8!e*9W6WFx7Y6MUw)q;ZGl3MMUlN6s?tsHWPL_$m5MiK zb}8pHZ#lF}pafNb$$gc*l9FHHXnLp`Pl=)ee`ZqI2rD&}PbbC|H*)1*aB{RO)7Gzv z#X%$}s{F?7{d^R}T~150U}=euxi3lz$lh~1$MfrGj4!EYa#U#iD1<}S_X`838flu+ zlX?CW-fppYJgIi5n#Gc;%#4Xw9Y=ku*Cu1etDDb=eXzu`2fHb}8ilcNw)#>fVIt=a zOm~nd<5Ws+NNCXHt9F&!Vo=8@P^lWYL)i7mQ`;;gU*UW1@!56t+hVdK!}4d-27Zqv zo_YB^_*|=;TlUykXMV;uF5#j|#D=A%P7iTM@Hn3CHu>v#t08K^I?2%r$HA!Wz}2;Rvh+pT=y!`%>^^>GLkU|`$~OFo861mvfvbjI7HR>Mhjy|%`T?DtV7e( zQ=k6v+O)K8X1?f?hj0Bh@P{H7jYrlVF3pC%Sf6J!YLWh9hY@XKk;V-RV`4XjZklU459GkuV!;!Fyj%(^`j_SIH$q zfVIFk=7T_K+1bJHeHYxR%uInMlq!Twm1E~N?owL}E$M47qrT2X(HAb;0xP=$E6!Wb zX8Ts2D}NQQ-%;W$FnsFAS}@ZmT7>tRsjKv6QR!Z;rj&=s<(GjEYsA`$_7@kI)(O=S z;vZ*ie2TP6=57W))HhsZf4{cUyS|fHG>&aSB(y?NOFW;CYHuF&vwwgfd{c!j{k3H0 z!yof}h8n+;9Kx5)a4g(?hhJ|{mkSl)Wk&j)MKR=T{S5#V zBY)Bo1%WV=8C|6`!)~tJl^+;c3Ug+rVyNt&P@Jxi{CQ+mtzYfS&uO1lZZ6;>9p`)e zrD>z*m&He}^ZhH>ZyC=CguDG_2df(RcD-hLwg!^jUb#M9^R0cE{v}2%UAmzbn_{`) z$FRWDE#<`;{lTq4MKNCqL%TfUZ0hRY*&534T;~_XmIgCqlM5z7@9~ncFBWab~{1xx%|O>2S8V=!gw<^*2=CM{7h_ z(YrIMij_2ssyIhhwHCh?_o$x-bR+>`Id`dD;vvhZX^JDt)i$dZ_i z)}B4y+K^kuSIHMo6XerrJs5U-pB~W1%RFEDP+%lyNRG zq#FBu7k&1PkIC_$hLe9JX_S3PB-v=%%y(a7qdk!W0u~5q{6Ot$NS?_;t_ujku@z}|!p@JEK5LZqD zR1tsvr!hxpm?|hGv-Zf0-EZ~l^tbc+HRS-B4a2z`p zjt|7to*jy8+9zCv!*f6BF=x^L)a+y1``D*3YB)`YJ!|->*)T!^KUNL)^N=Gio>Q^H zYmkXKaA#SkLm*yA!onk+j(>X?{d>^b?Opr3<@sL>rGsLTuI6X17V^w)_)!!aUJF1$LgbvCSQXpM?y0*5vZ?-Wz?CPDoj8n*I4@rl-otv}vqdSq_pDhYuv-8vzuSbDb=tN;fd}=)WH&oafY14Ze_FaO z)8M}ob2Dk*xLnt~T({`ze0cD%bqT5YWy}V8y=20M~lE|AhONrf_Q08J=dHyvM&fS%mr>CbRfBSj8ecv^r*DJ!&VssU`N6+-w2i_pJFjc*{51`UUB>?ZSPyPIupU)t;iTM> zu$F7|T)WZNM^y_2@nRBP;t2hLf`TeA2unW}_axlQ$__(ERJG^pRVwo)7BofTiXPpX z-6+;A(5?3>r+&7C7sIBb28~z`dUZ^R$XIfusMrOc<8gjo#}MZpGk3@ZSWVh1_=mc3g;I z@cG?Nax!~)kp)B?W)YEdBX)1t`oL=;lnKZJX)SlG-$1#z%w(xm#H zSzQ(uy=jz~w8PWCO9%GS`cRI#i~;1w#FsxG{D8I$c6stN3w{7algH=8RpfUYfwOz> zk!T%Ibw=xFlm-R{PImjmV18cie{m)tCeDOn@l5eDDuNP&y+sDf)TY)y(nEuAX*j~# z>7u`;1CeVZCo36f!tVyAt%0_&K2u){)T{lTdwq9q-|oXi?)uF6>tmLCXCpn->LfD=e>8 z)(>{wIZk$Ghw8Czoo9)l+j@F1wO1ErvksN8rwUwMQTrTLEC}Qp)K=h73*X5b&TS7P z$&>I$2fDHvZ1hm(eP|CYO4fVr{{Z^nW7uZ{c|T}R(C?y7Hj=sk7*O3`zbe4KSOc(Q zlv(Ncuh?_o2$H3^Kp%lUJqQ|^^^WmDE-V0@fEC*nf6RS541CrGV80Uv1!OD0uFQld zMZ>_@I6s`#f;+#N?65AkUj7zi4GXc8l9C?hX|jLL^E6B;MVs~o{+l|i$>Mo__pkkC3>s2%*dDA9*qlW`_{{d$o?$U+s6+05^I1b! zRMc?0Zubog^=DXoX$_pT%NjQt1m(-ttHz1nGhxlLuu*h;yw!7ll8QdDOMOE_LwElV zKu_2JKGX<24)7L4?Plt98ZR$u(Xq)HjEsyFegGYk$6-bo*hb#E#ZO*dob5h}pcGI8 zX(0u{T2%K5*!AC2#EgJZ7M+)ucXGJxFv?>G{90?EsKf3jxv=HNQ{W1Ft$g$ts&TUc zUYIj^e2N|_sRI{sr0WK|{DDkHYC^3aXl6y)FqoB8a+)*P&`3I}%D`J!|?8p#6x z9?vbsV>2=YB;Wh6!Iusjv5c&&H7t_-z-#vbhmt=P?zEO*nLGf}4>zY4aF*_lWgmq7 zF!o_!U>`9B7}vO#*4A>^Nu;`_W*sJYAF&DQl`HpQE3J>P1rsbmBEM@EBIvP|4`ei5 zSnT&YJbVbIY5DVGXP?7q58a06)eXQ6rxaUR=}Res6>YiZ-LZnMt8ei#cTWZMRDc|# zlB1SU2DFwK4g*~vstyB3b{{x0>###eKdg5w2g3Z~K9F^WVSB0juB$2!Q$!7rstBw{ z2v`e&s>6Ewwk$C62jR%_;-ZU`-ZILZ@;sNp=SbK?3lz-;7TjFN#qB%zKiGTguqfBB zZFt-^s91oa0xF%-(xTGc&46@E!%!9&lyrl1GfFoq0un2V zzQ5i--+i!;WA9;@x$o<~uC>m!*167gI9}^Xdi!?H`c!kCOeB+E-7&DWaDL2O8o^}pi6d(+{tZ8JHLV4rwi{(0i}?p-$61E4j=Ko3z)IK3hh z6O)YZ5k4B&(qBARDka0Xfg37(ygLP-7m3=Mzb{QV+i~2M51<=WIt)1Zptk}o7`ecI z*xTK`iSj;$aO0(-qQWl?tMbOn1CtioY{NiH4D7+o+*}seCQD#b?ypp@5;laiiit@& zxV22sa?%Dv@F;3?%&9X6m}b!6-3ugt^>RCX;jOM`jt&mWP*E!d##=^a=19TB@UZr& zQ>Vf>tGw8C%jAG$r8-<>N;ow~hnt;oqP}%jecAV=QCr=TK^pz-d+CAfKgd~i(m^-O z0$4qcE-vcO)kOpR4i68X4p8LLA1t$;sH=tN&jOS)7hI3{4LUg`V8^OK&mHU-s~>O9 zehLcWF<4z*E;v3q$b%IjA|mQ(jbwHKDVU7(^dZ|2B2uPo;MEstv6K*<{?7AQF5qP( zlRD6*F8~2s4(PO{o_5e@0i@Fykcn}4_VnvkC(lp98Hcv^o40N;NHb~V$H3`LgS|cv zw~t!-)*SeqNg7Br5{q9W9DW)?fb&hu891)$`C7`b0eO;k@c793`g))#23f+ANFdH5 z#>Rne(+{MVe>&$@RtkY)w+LGiIxh!HR|twZaBE#ahgJLbLcA7wUn*VsM0^e_;8wCg zg2gxvRI_BF*$TihF|)GDhpAOLTSDuWbeNEk(DdYF3b>Y*#zt|KCi0&i!}Y%P1bv&@ z{e?Ve^o*s!0r__THl;dv)-?Ko@2^ioG*(<1mBjBP0XttE*qhS}RudwhCpw4UFliU1 z!-vwCdKG$lc-;0qf9A}sxeKxI<+g5YpDS(0u-JYyQZy2r8n_iz5FE1$=&nEYN8`^U zF|9B-&Ulb>vVtCfkz(@@8cU$45|&m32!nTZKiQW=MBMZ~!Vl(ZqLX@hdP-h25>?yj z(uKD?Hu^Sf112mS;wjj_>XnYB;*yf1-qr~b5W&AYqh6@DmpOPA@p1|ts|5(E5l%=H zn|>~p&+dKXWQF_sU#sz&O2Q!lpEEloJ_O4FO@vj>xG)aPi*L8;tHH#4Yo_c4jusw7 z&lZ8D*bhhANe`JJ6X^^zTIe7A850#3mkT`nvuDq?^!65iQSYSV=hp_cBDLqw-zB;K zy*L#x&7_{oz``Qud$|6-BT3j=XtpEKdXR#}^j#0MD=hr^@z&KPQteOYu(fUdofNOV z4GK}88lQt@KDY&KXaF%)vqk(q{~kw?$jEic++d>EZPfrcYdHV+e}M8@pkF;;5sTm1 zA!wTT0I}V6tU}powjJ~gMnNps243@Ok&vQRo`5FQ;J4Fq2XP0c~;q^oddn81cZSAZt)%7WOe5U+H>85ZShl-^ed`V7ly1l$=0F@QM(*#GH2TV~4LD&5B zK*Pg+O{68<2f-yRp+xmb0C548mhk1Uh0zi4NT4^%!`(d_tSVUALGT8-<>M$>aNoVK zF2J`<2VsyQ*5-)`Bp{}KSPN<(UE=4vp8@Ax&5wwb=#XDGS1m`V9BCvgFHf-beL&9j zK%od1=z7}fAB5wa66?=c*uOl`SH)v9qy$J%<@xhpmyvVei~FD%qts?t1w^v?%#*z{ zg*~?|Kz;HO5J6lPg*@sqaPefP@x$-7Q)j5ub&CFZ60t!-yQp!`@m0x`?dys zsEze?W$>$T8BUcI6&COc(UmJ5#X=xfsstCi1?1Y%%R2ucDqP@b%7ESB*11P=PavI9 zHFF-eaIv)qMjkqJcx*?wgFs47&~-@(D8gGq#vwRx<(!4f_qZ)S1NQ3!vOBAG(en_I z{cMhU*b147$^TlOVe{mEz_)4iN$yWonwI0?Fl9?pdORm4XNv&41rIJ0u6_aDrVd<0 zXE3Iq7gwPq;^wwIk^voYmH^4&jHf`a4(Y91*$~;l;;MiT3WLVgz9Lgu^&Ay(F0*z5 zPAX>h`G}r|oMd0vjAsKBcWMz6}Ytn-#B1DJn(}+i2+M#I3u5pR(6ELi}-k z1k#$#ixi3d1$W<^LIh{QeGX?{rV`OpX%hAaJC+C7M+Gu81SG4FEK&drPisIsge_V) zeCGlrtY5|yb`!88P~ro-A3C8RCU|{{4uKGV0Lp-cq-zTVo_;?_8iFvTA|clU`#?)8 z#=w2@EUSLiR$LnMX~ZjEf{TKui-$0yJUc*{8bGeN{u#t~)?ZkxK3RY`c$j`*{FVYd z9Jb;0@bn~i>4rQ_!DBf{Q2kL*%GctkJ>Fjod#-7LKoo{II0yZkw|es6zmhSR{y!62 z|2F~gKN1ix?@NQF=t@~-NbT@;4Pi?Z!~qLAj?<&a=g>h~nf!(yP1cdH^Sq#pynOA7 zDFCwT^07jDRdbl-qsT!g#LMam(vWIJ{0hO~RpXG}dl|u$!YHiiKZvorh2r|J1pUCN zO9bD|09(xnAP2fQl3pHKYjW}pS-BO5E6$GV2sny;A3S1)ySu7fA3Er-Y-!Z5?0Y}4a_?>xp+hNv|+KCE@ zJ^N_0)@f^A*#$So*m)F+KU!B?9T#xh9+S`JN8Aib69 z9$cNL_l58gDHCh->q~&Xc9vp%rvK%IJmrRS;My!F?VliCDxH~p zzzJ4GK2AuRn4EQ>y5S+MwDPE1wtc;iP8s*qTejjnr@rlbI`u|rgloMgj8d~6I4oQt zanmHcyuHazaC`8qvK5oFc#LPsDfk^Dpr@9r$`TpNx5zg@|3bk6OysALx@TCbmBP6s zZ;4LfLCr-zn+O^>`<)DPfc>_{oV zDbOyS&FsI8_@ttI*A1vnYGrcTNBfJu#gSRCVVX7y?J6N&Diew2mL?`+>+xK@5=~=^ zCCixG-|p{hi;@n@luyh(clnOhR3=8Jbl>gX;;uznZt8@`mM(7dYL z)fOVsr(w_vA=cfT2L0i=Lls*1#e)Q_7vx4Xm6XmB{^!jbrfCo1mjDg0hlH1(JbCqo z=?t!Ayfz3ArtC+>c&<%sk!#!hC^~svZ*!Iv(2f=@4UOJlsa9~R9F8+AV(~anebK=C z#U9QbQorM<|ug99PC&&rx}3HkK#jdq!H4wFVM1LMw7w8uX#5HB39`qmRLX}RYy1Qy^8LbI~W z%Vu_Po6bpZi$LsL49@7$s1@S7ZCZ9nwMtWTFgTpveEa%HfXV5BSB1RX)5kqeydi3Y ziW}KGc(pE>4++VL2#guz{v+Y1@daa-BLXqp&9hH7gTpaW*;A#(J1ZF6e)I&y-MFee zOh{~|gn*p% ztGD;pn`xO;tK`aVlsV3{5&+((@>AV%Ta1%ZRJ#XPbva0nTdb!x`Y8z_D)3`O z%~(13jINAn*^zI?)#-sRS)~b4quQUV3EIg>pX16WAS1T%p4y9e5w^mMsTakUOF~`N zf(RFcHN3-PXLBj4|BKIQ0DAJ*TvmGXPM>4Q{)u-)YBaQVkSLlm0 z9(~?dsYr;K8Pde>mmkqftLLh9zdkzeY`;7*9JPqU80SWhANnhV^=FjWL4&pRpn@P4BdBP(ofhVsB0)OO|E z%{%1QaCvBZBrP4C!C(<6VE>Qm+UfEy?IfNn_QZ%MlSCY$AO4#Q@EcWYuh3h3-0r1S zFkqvfRxI-W3sQ9cQ*H_V-{qD-iXgpiT0+_Dd*X-x0~uw4ce3UOIHXJtg`F=-LpEhX zS>{I`_y)jG|H7!>gop}`!<0D+RRsxmh~-Qm4Calu*TDjma%?+qWUd`h1)vDw_cK%P z%~~Yju#v(;({OyNy@s?#b-is-t2VE;X{6JYdO-)uvk3lFYi>ej`2VGvRDQ_w^ZRmB z%dj>ZTOsrchlUpyL&}au|Mu=L!WIv0d=Z6dbFLcYt18wiqwHCf_s8qBM5eWfKT<2Z)HcP#TbohObc(z( z*d$iN^BBd#Ot#lF*FS+KRx|H{9(((|#Mzq>dGXbH*fF%H51$(e^eeR_Bx!ue_~(@% zIpO>3T_n#>LhM(|v(2S1M4lJ(T|z*A=4?i_yL8wXOSJmR&nt;1HlN5aBz^OI2YJxG zDz5ip%uY`ad)(imMW@N<1~^d1|I{Cfe{a9xo}ks%>(l4A_P>&pHfK}~jNQm-m=RzY zE)MJ&`^1bXs0b5on}1n(MaOezbYx0JA5C(gbpFa+hJ_bXynm;s_5Rp-c(hogR2ZMo zp8A8Fsvt%%u((Zki$WeOO=M3^uvIuc%~Yp#VJT|Sx}d{OKqoW9HNsPh@H-9;4!&>c z6^W!00lzR>bciv=e=n)+-XM>Fu&_Q7b0p?@6vs5quBYNtc;uo|gRIz&>sZXI6rE25 zA@X?Ll}UcS`U0H-QfA-c_}SG}H2J|!I2w(n0ckf}b>(JXrVBG1Evs!er)2|r>0Z(J z6au`ODY5OWel14=OW+`*d zEh&M9mez9LoU1QGRnqVMgz=$wK~eLsgs$k5olXZ>H5 zs_|rW^yYJVl8i@udV2b%yn;>vBnUq?$Pv(~#w8>sPA@Jpo6n6dR=*6cM!fpz?CDK3 z+W@`i&Rc!A6WOk%9Qyr{QxMR9@KjPUu^V15w8p|!_suI)QG}G)>g25)U6Z)b!7yRu z;f~6F>PJmWM~gdhd&q<8d%w_=lQ!F)NDry7TKue`@$J(cEXr^LL6rCul(Vl?n~yeVc{=NF>Md8V z&Jk7t=75;XZQ}8@X2Z0MY$67yk$1jyr-}3xEADjvY!qdH4D;ZO0W18bHpzWVtFzx| zuPdcN;&;8Wo}S&9n^Yz10nB7rz|L8!6Xm21p1;yF>@-JXdg(&B>7s^<$CtdPc^bVj z-=>@)!wl&{tFAwM+{aTFD+?E=TU1e|->q|Rs)#QOx^hYg)xNwhMg_RIE4ROI=5^sn z87tFhO>a=w zM(e!auUtWAz>89?L*tO})+2lleA&KNlN?+-m_R1F*>@tz9I9B)!)Cimkl$2a6;aGH z$>Ch+Kgh8`l9@)1Iy#QhL%J23@7u~wHb*kglN@KPQzX$2jx-&W9nl+b{*kfMnu0oH7^qZ1Q1QxSh4q z+4O#USDUc*^d{|4la8gAD*q{pJw&bD99Xfd9a1&n`pJ+ zz0>A1J6!kgN((sm<@V>977rI{H;)}7?IKDS2l9|7$KX8c0him)SJ}Ob_a2j%mF*1? zJxYf}H1;c=EGi{5bRWc6g6c``iR8OYoIJr+i4u}Eq(&`JK5&sNy)bISYdc&do^|vy za(2N9Gw7Ms)JD&v;Bd@CD{WaQBCt$e2(Ek{vdzburqVJpJ+Mdf=B7eMnP(jYCnH}E0D9ZUMG?5o0?qlC_GuJbfO^R*MocQ`am)sj-exE zj{3$9@Jx|jF|lU=6ORX77puPc?tSMGHRC7zP!l>i-q92nx7D1OF>4zv`;AeQjs7=Zzt9%Tq*<8I)3ZU@N5{&lk35QM`+V!Bp>CC8!yCW7JWLCS zv(&C%MZ>!3_`n-O0f<@aHLdKdR+$_Jy@JJXQS!|4vNvWQ8hzU^82vUMom67->syd7 zUp(;G+d^%SxXP6oh>Wf;<%==3cc+eW@0nb$TuA}F}$(13W{i@-UnA|4|@V260&eiYs+YWpj9Li84f(%>qN>!fM4mK2joy(#xh!Xkc){F=>7MZ zQoQjUq-dsMS&0k6D=O0ForMR3rXPcYTgd(i4-12(&w+Z`ut9Q632D)%* zhxK)dN0_a_lxMjVWKp)a;iXKqa8Lq?h>4+54DpScgA)U92iG~`H?kN@FIvdvX{Nc- z{^dZic6l&1ezh(+OJ{PDh?rPi@9?(#!4{XaN`Vf~a#W?=(YZ)Q{i-LXwUi2#&Wu7X z8|gksd^}V|BIXXeyPNwnZL9Ap{&v*a{!xFd^5R9RPPrv3NMgCH^hqao#^iuvjTMA* zL{*Dy5X5Riol7--pr910zQSD@PD!RiB@W@OQLK5*l-|!*R!;ODnsdfFLk>VaM-R$L z$54a5z^YfH1&!+5Z`QzNmRj%FxwLMK3ps40m)T%*NhH0L80dp8Uc9(J6FoyAWbyf@ zqkH|_FRM}pT3T^<#Aqm4%s|OSgO#hQ`MsZiu9>VK9Jf)rQ{>^oi>G?dASDZ$UtEGq>N+ z<~;xS%BHQwI+=!shN<5~9ev3tdevONZOQI^;@~jcZsE>qzt!4wb<}lcc(TIZhU#d_fH(2-WfA=`S2!jdltJAN(o4m8WK7e(bD1hppIC!Fg z=BZ}fua+ASTy?DD%ZtDzu&U=q)Wvfh?87bxW0A1#2^k=T=B9;|&oUd^+Zqrw2YfX_ zyj-jjt|#m8YcWxQ5<@#%l51}p%~GhFRn5BFz}1?{1;oQMvSGuGn{o8UdyJA2*4alN zM+R(_A)a(D>xzc54{3b?r_Lv?djb*N%WDgdjs{a2a<#raEyEY;*8iAyO+*fIDf&#S zZRf?x(Xk$wRxXTFIbf(0S{fRju?tNM&JQHU#H3GX6huWhEIT+m2gY&RZLKoDyzGH> zt2)#dLwy~6<{{EL5qYrPVL9C0%>f_&#;dTT1nZ*d5!+MfweECS0kTADkWiIY>CZJ1 zKyAf@g~KMIqcbac#|bjz9?U zZdTYM+fg?(`~u|;f-lZqd`pt+oa0;9H+(YZ17%te(-|1Qb*kBt;?mo_jk!3ly@dNxF z@s^uWte=7cR0GH`o9e!xdNWn)0{}5m$fL(XIv8y4cd@smI;C+~PcHP%yMD9CMl0p4 z4w4}k?asVQnuCILbab6NbrIbz-jJZ*Sld#{_(V$Ea^Xjq^S*OFD5}g%PR5$wL*q|W zu0pX$71HmHUSm*hC1kX0M{2ZJYmTD+`R7obOK5DR4L#b35m})W@zMe;##uGQzPBz} zy4a;mD;wE@cXwunru>Lp&AePyxK-MjA{g+b+b90dE8U)Zr0=*QnU6cAKjt;2d#29i z9H%gDC43?sV_!qLrf1wnf<>p$uj@CGjaBL=#FTQAb63 zByOuwt4iL2prPFA@+Cf>ekQEMvy)PI_xtIQI@`RJx&u4;n8(skAySi(`Q*AXk^vGA zxMEAswd}L?NsLTE|2euMC`c@A-8! zHCwIyc^${&8GQW)mkxh9nCviGnfZ_j%{r8 zpr|X}{L6x{QMW(e7r5c3lPKWamENN2R9nYa?yXW}B8^|#tJuf;itY5(XaYG#1H3&D zk+v}9#U&^_1tu0B6m_%}-qYi>q9fwo^`!P_;40zYf<5m@n14iT>g;xc_dQXCVw0Lc zND>(^qPmxco%#-13|z6Po4LN3K#K-KjjDM^5>M48RNgJuzP#QCa_`Y~OlIic9@k(2BX@ZlHiDb;`Hf~yoj7GM) zuI?QjkjytIr)`;_4Ty-Um^%dw7EdxB@mP;MZ+Q5g5Q=zglRX(H@RVo+$Z>LGmQX;~ zfQb~Kh*Bg-i6s&m6W%f$JkMkQ;~$sB@n_LayJ1%lFW;Xvf=CpqPkF8vi#ae$e^W5( z=K;GcP{oCrUx-Q{p>21icN~0}RoKQ~`q|8t+y~mBhIJI279Rw9btn~3QM!~8MQ*3Xa)}H|rZvxhfBkmkt3#U4@g6zedu8~pq=tPr zc&kBl)+>as@Y)mdY8M`>A*E|B3%}diWaTON2viz2gBpf_##~&oPo^D~YT(Nc`ys#9 z4<7`qddq@|oT^;&Tu~n7EdY`Gj5wYK7v!=h z=^gScTG8Y5`FRVxdqs6ZA%!zqIn96J$b?;Z;^Zs=hUXd?5qwom%_sd@tA=MJE~?;J z7RKC?As?PsvFi>o#9)!BXr6TOER%X>f&t3(6?VIo3GH13vABE^r@AZ|dk-$0V*`)x zhg}}=`STYb0WIc?D>89&tBHxZ<(LMLRYq~pXDK8OWMbkW-Fl>_JH>{q%XgR()c_io zi(3!{e;r-czIlhB>zKRkM5QWK(A^vrP1G%rbF{**)&u=8xqC`Dxi6|f*YulN4cf_5 z5q{MQC3;$!GuiNDP%uK!1%&Obqwd#_YKI;7P8o?)38uotEX{@qZ$<0DW2f7gfr8Pk z);#nA4#@YtyJri zkHoDG<};Nc3@Z-Y#FZ zfbEl~ zz-|8EA#9oa;+>umR-FI1*~2W;XrfDMa_tvsk(R6i9vcxtV_f5_aCrjW`z0I?Hj%#f zRHUT7f_pAvrRSoluB>bkrGCPwIot9$w#|J7q#Q@8T;eHstr$RNP5sJ6Ws69rkzzMA zA?N|rryk^KwNOYD8EE(W?YVkF1RdMc6F8%H@AvY8JMC{slP+R+#x>y^$XH|0{Ke+C z(I7M!n)UvDyQU7uCYPceftpil6$7lAbf5`NKSsIC@;-{kj8r(J)g903s%PI!{c6=; zYK6CQSvY*v-x6N)X~jN)iCEtMr=+{ZA ztIq`7=oIEUe%&q@(rj}|wi(L)+NI?8?o1n$zF~`YZ!Zf*e2y_0OJz|NLyI4QM(E7s zN{Y;nN~EX9LLVd0CB@lmcEkRWjaCPkV9~$OPn4&jU%j)`QF;socM4&%d^UZV0f=Fj zf+dU1JG)_jahvwg>l|-#P6@1zjo+wraB--d75UACUQQrfEyM%a9>6Ota>=8ygyKHR zb6%~$FYhxjm}X;HLk$g6RRAp#T9Zo0wa-_#I^%0!IXU5LKaG}ICZhL< z;vth>EZc#d$ILqG*Tg_{XXdn$Mx|RYtoXsYFPkk7lN-sbk?Rsau)i0L>`N7Q0tQ-+ z*wOyJ-HIMz7*aQ?o0;-F8)+eGb9EzO z>FRl!*7KwG%#R)^MLv5<@WTCgZ!WCtzAZ2XT zPM+@Ic^80)n3z4kDAogQRvqp^5=d?)3hdlIA%;v`|9I`eO)|3FMtJe#tLsD;7*c-y zdQM=5n-y#O9)26hc9MGe6*y8kl@pz+=p;pp;m-POugVRgOPAVRlJW@E-srG!^#Us% zaY-t$qxIP?c~KINgr^siNL`kO9F8h|>-R;I zIXE}oUAzIzR$u&D1J(sJooz?SGJx!As;gjd@C&?To9~f2A(=xYCZ_Z4MMi4`W7_vH zS|BdVdy5!nzIn5v0#w(nx#J_()4nr}X2k?-ovWRfdAK=Gdj0O*e5z;`UY%*TrLmNp z-b`zl$56FcNDZVn&gT8qiF#zU>*_#Eh=>Xyq)e`-*3={?WjD~f`0?ZIhd57^)l`%G z$j)4Hn4_;^1Uu3IxVZvO+xbu5ye+lEqKpq85dTPY*Z(Luq5NjD?}u_rU4VLT?B4_<#9cAHAI&fCLSJf%S`UG zXLgxkm<|jtjt&TbJ`S8~bDFMLqYSAt%#A(r-u;@Zk(Z0rdw2=KPe`QD0IP@*HqvE% zH{A1=rwatOJI^ESPHBbdoUP8OwT`%Q_S~%JyOD%lAiMj`9gN72Lbkm0XT$P8rnACs zPT{3(MG@B!Q-7z5FQ4hJQg5?C*A562nkS7-_x+9QEox|3<@jf@f0SOd4YTj&(;BUN zLFp`qFQ0IX<$8wFsUk4l{(Np7*166awM4IK+8WWVYhRbM zGk)^q84y8tD(3)@B@sCAz#qepygEfl7Lv2;_gSOsa)H!#i{2FeW`I6CbG|v*M`h=I z6)q#%AfmcD9+Gp}a|ifdS$1Z zaL9dR68NEmgPI_tigI&LZwflmYVaq~Oa`ZVGMCI(sC}i1St@|+G&MjrMfpE|qaO1xKExpuk)L_NV4s}p)Kle6eQo)_Cc>#Gq7@G$A zu5ojS^`9?4fTThKdtdsY=-rfm^ArA*K)QhZ0U`2zvqGdY-IbE7!8%nnrTkE|57M$* z5F=*;ff}`!LGGj{0klRZEPa^s_L4S!^&~ab_{G+r(_=)Qf9SXvVb*GLYH3laeucB>a*jr1!%e+hjk+Vd%rne>{nq&>;) zRImz2C#q>TLHn@^Y5O{SS!!w-^MlmjebJK|ol={e^z;A$_ceC!{o%P!caICd0P*Qh(ZCzFNHRx_x(fxLES?o!M1iO2pluUYHbV1DzL4 z3y#wZhr>&Q4*Igt8A2x)^97s{u9{dKk1t%pQWq~cp|g@M?8<`ABoK(zQ=V>Li+!C} zS?Sq2BSS6~(3pyhVvY2D@+ywk+9!ygEC0wi=sKI8QWhJ@E&6)0Vr`tIM?LZsb#I1j zbcx%9h<5wniq7)ig;W5*m9wlhcBbX~4m2$@YEl-%wGd_(HT*&Y zr4t9iTMq`eFh;w>e(BWrYnUYAgAVI!QR%?&p5L2G9t8B$U#KsL-&JI0J#5P@?Y0z1 zig74XYUvc0XRgYVR5wo?t(BSZ+7zvYo`H9U)A9Vmn8){Jr7QD+@f(XVJ1Uue?}f1k zE;pE%jC8%I5Jd;$Sj1-}u&*TA${+suPbJjkYE(J^ZEI-wiQ{+5RA5IIf<(Qw())7~ zz z_8(}C-v8zT+_HTvjG>8NZn}K#G@@Ma-!h_O^Eo5Nsj61^v;|=P=u|pp03AOA=t5Fq zFnpWPyFws)11YHmKS2G&fMwR1P-O1M=qDvL28QRoAr!pBnxC*CUR^5RaNw&@S$UXG z{#84DE&{N>=bHuYu{E>~3|0^MP^~|K*2OrI=XT-7@u3aGhDQw0Y`&sSQ$eu`RJ1kKI8ki&u`_`+xF zzjuPG#^O&}tIiU>CEII7=qlTR@Xs)l=bSRPXg?l$U2I_pwSPn{EwRz)xd3mKL%M+%ML$051))do}nErcNXo>v(sW_^MZrPBFem87_`ppVU zn0@zoJu}?%7~{VSld8m^JUX1FqI;snc$4TR6RAujQE8&Eg!I!^K11GsJ6y10pWJUA zU}2w*g*)1fSDCtaC>j0{W<n&wkOus7pHuyh} zpyE!X$W`8Wj7^}t33irsOiILGC;9BFbcYNpLt&K5^7Eb9`;HWma7FONR)Pma_V(sz zu@oihnL8^+d9ct-?A@zGaHnp0D(8QKpAL*K{cvZnFzoMe9CPXWaI_=hdq)g(HUUdex=2JXDoSHI+{UYUWXYuUN@Vj*}gn<>F;|ZH9ucR%_o%F+df}O_iJ)Rzo zw@hXM&ce*8GPPa$YVwEINmAwD?^~b#XIIv$;8fB;Q+&^?U+21Bs+7}5MC;}f`VDvV zh3i{`gjdHs%^$nEmc2EHsaB&MRJvtk+OsgL<%1D=a%t((D+9FoOfHY}rxhvC<8RX} zWGbTk{zg2Y1!e}SD9kBzKX+TAJ`ub>c}w#8b@wVa_PRaSSRq-{N&FV7_E4}uqYW6+ z&!0TOKWJ;K4&ng|#G+LaLy4`reoa~N*v(_az^k6MIcwK}rH=K9Osja^alL&v&iTyQ zv+J$0Z@VnG#iOG8x2rRhm~1;#P<(1uJYnfK(YvrRp@y8Xzgt>J5sIWXLK1V{!+G7w&6fMS0j66KKNb?hwZ1s-bz(&Oq>MS z#f|GX!n-VZ&YV%B7o>krA{z5M&{B22yMUQlqd+XJ`;py}MP=YlQxGi!!v{0@hcld8 zC}D^5e?MCF`j?bA3y72V9Za6T!JioO{OL~)gpXczaMx!;Gr9Pu6C$<4UoE*%wRKNN zZhnNd=-!m2*}m+@#7{73Abhx@6gJ zs1@_Bg2-M|sWn2cKB;BMt@+wr3W+qjP_Js|+hH`PUT)6HXLiO&zqGg|oV3*P`t&+& zYwhO*xoG;TjUy7#*0w8mKV&tB3tzl)*|@dO(!`9+tJ3Jvt=-v^x(wxTsnn4&^WIEM z493h^;9iAwwp?*++53^)t?4E5{`Li0UGJQS*42~tVStAtj4`~Pc}IhnU>v6OikCJ zD87F9>h;EYu}dHV-Zq-iX3<9z#_u%8VZI_%Y1?ROX2#(%;!MHwF&!>WWN)kZ!6Njf z#Gcgb@rvuB`7jT-9Xj%?9@|9cz9NT_Hh4MNiyT6=fXiuuMT%S|!ZLB^1sym=5H$2l3Dz z@zH8D2|i`dasB$9UZiWVY_TZszyiTn(9{R97UckP;i&y2c&b0A>_H%>em8Od)S@88*SFPdwxDFl1}a51@eGy3hY4IM9U z6f@hkTYUT#7CSpSQY6a@5kRB5 z;YOWQQnK}6RNdsxtGNU6rNP#IYa7bb*0$#_T)Yx>LP>G`siPwis+O|Wz#bn%8kLan zro23QEGe7UcBshZ4yraOGgN*W4%vAtf(^{fY*UvoG^7Ta1#Ofr zvmi5bKy2}BSFN?C$icKR4C?F%qeXJKwp&1N;(TuwAJx&$Gbpe$zx#N@axD8k^dTBH zwyMM6;lv^D1NbgxE;G#EfW73F8x4Tmpo5$5?-U8A$xAW)7Dh(7M3KbF2LB#t@iFU& z!vN3awulXbZn>Rtb4TLg#%5=NsBcn8ra}gk^82!{sTF!FRJw;kKj1h%n^2GaR$Oe} zuv}7O3lVb8)B@&<84d$i7cc+;VutLTS&pua{*)^tNrNCA#AVYl29D49z;QE0O9XHq||8!t%Ie1)&K`C4@nMiUwz z-Fz~TpX!j-gm}y!iG3f{s3Qm&7U-+xc<4_u)edYw3Soc$%M@$BZiHxNd+82V(A+NY zVS_|=XINvvqgbN41j2llUi0>Jhcy3;0aG~fOT~Nc?(ScGS1Emtmfg%cW82J=z1sIS z=k^W*&O(q*tVympp8WWtuc#<=p87N&n1n{hH*aq z#$*cOPwy&{bHG%#XNSqA2Vdh^F1%Tj%2j*))c{TZ@ZnqH+~!ujLFH&58SWYKIu%$k zgysG@H}!_;1GKM$0Oj;_#C0)4m_jK~OUaJ5q8)%eE|J!Mv$DH;5ucu!(egT{5%=r) z(`Qd*B2oqyyBD`ADk?rFCcf3!bn^hk*C35&Fa#s?OWA|b2+8#_U6o4KQ_hp#7cX6U zlGgqE)bS^EYngO2v|g?Mxog+p^Cp*PXzf>lPP5{AReyJgbRybQKBXi{&S9^I*41WI z#?TP=+Q@O^EDU#kf%k9M8O~BjrV|v5pI7LHlz30AE?=Eq%{v(41S53b*Vj`aV7q_s z93)9J=)||nLDO~*DsnYRQylNpAHVK8#hCuHU%1! z9`o~e@8CqdD%~%7qjp}j4HP)9jzqqCwE**_RjOTW6%vHB3!i9((fAy$)5q}!P5=5> z9UoH&;RIpyn%`3~;39kowD}2RDiAP9G2-+x*af?>8nMyrW|;2r0vtggCC{g;%*j-` zHupm2k{3I5?T_Ct4s!9kEO0A58nIlw1;ZawdKVoE7Xm}d6=U&GqI(6O4{-6NqjS2? z^D}&Q<7W&f#=Unz)4hJ8cxW`*tFC**gVpxrvcDH+4;Nu#ITl+m)||;QFrp0U5dl|* z-&HBy^cdkO&+MdLA8}oSk(=*7XUx z9ScD-A1w=a-@@uq-ocbo2GOR-@jDo!1)c1zcJ$^ zGOYWh+rs_tI$J*M4*DwR`|NztUe81ng56FsqNp!CHQnmO?X`)a2b~rNSZUO| z7m1@)9q_2rNbjS|L2=J}a@wXG@W;@4kuE(zO_cpU2=$|#*&a! zO`Lrk_xU?B`pW%mGuv|{w_Aa()l%Ua1f}HGIchpHKK6Rfm>Fh`alA-Wvvq^N)8Vg+ z2s^Us?Gp78m>U$7aEJevJl&OF&6{JdUX!HjL)dk~9m#aHY^`A5?Nj(jc9y{gg$_+e zvvRb?g9~*T_@YW%acx=svcS(|z6QJyR}ho2&h|$mS*`_=DWsKs5PjG9Uq5iEy}AHCk*zIpSxl$6*)3GL9}B3@{so(kUAn$Jf& z^I#K(ek6U*D}vc948%c(UMCG9YMa}pP3_u;b3uazbvJZVl)k8t>P?sx$I8e1Hgb_U!Szhd&{o3u6mKzd1O7VdmJJ?JznR5QV90 ze|4HlAK-6aI!DHC@DwF+&O3QUb=u9mGwC5C_;C3>N|ui|*D)_jq^;u0h3pyATu)}{##76Z%^?W!fgC>Dd~e{*i^9vp1q z`A*({8=97AM7I=)ki(IM5nernjth=Z0o|ZU=46cPGN? z>@6A!!CJN_aYg6nv)sLV_m;2~O_pNPpB*G$v2n8kbge7Tmbz#CyT>kPD6SgNz_6WW zq?E=v0<4UA6bkAA4omY!NvPcOz#cT&b87<(cvtbUOb<@=xwx=|v$G_;#aFYlIy$;K z{!TLH1QN_P3-8{CM>zW*9c+guC3QfLwttJoFB9(T0QYvR2fiLwXYAC<6VA(XI4=Vh z+>ZqWdVcGNMN2bXK6o~9rZ|@DW5nW!;VrQ%n0ytskaGIZrwmOGe+~FO8D0 zwM`%9Bz6h0(+`kiQGaYYRFp(}w(7y?*vB4~?*X3q^42AeIwknIbmGnJjR!o-tKCOG z8M`3v7zWt>aKdM^4nt;Z6ni*t6lu#F9}rk4+`D5L)|ouhKq6|`b3XjzN5+g#=xFS`PE_x2`dX8hvgt1%lasg$090xmxt zTwOCk5D5k=g~i4;F7Z3zx>8QNEcP)L`9PWhde^7Za(dVBBwu_Qnrx2od@8*?AFx!i z#hLP!LtpR1Ogo{0OrCxsebvg!%Jw+n_iufV8lirhqhZtMa1eYC1aqbqH{B>4O-yb8 zzIs<&%$1lbn5xE92`3=OWmo{7H|30gqUqUo=(KoHBz>dOKsNr1p<^b;YVflZrAIzv zk6|NBFDEUHCw}?<1lT$jFkKKNLs;(JF20*uuu^$6S~XHyb=@aFq>gig6#;}`OCoX$fp zA@UCG`g|3d^k2TrR#_mp2&mY?-uk<;BJt#j%Q+IC$ozH|n1-vA*KafN?JYUd$8YXj z%@eRV5~{<-zHv)znK{^3LE%9x)JOBF=;*h9XZx~RCQ(sh~Q$B)w6B3nFlT3iVF`ekrY zT0w#Fnh+V){r*M#U1=$X^+U9{qvNL`>VRsWW zz=Z%bx_Gf!s}gk?0Mf6g#jRw84Q+W80<{LmJ=7~tgxJ_R9t#Qxt;QbL<%jJYw9#U&j?1El-&eYLmQ40Qo??kdyigr{a-4)j zPob?Y7$$(S4@5HX27dd%VlMTr)B{JUr%W-B&KDQA%-nwCvDe`mn@eyr$1s zLr0K>aZslqs;lcNM2<~R$&l*&{pW29l}fSMWuL=i-+ZlO{m|`8RJ;+)(QK`@F@om2 zl$0yHXorBm$;1H>0px_;GdXFr!6_ZqrP19wOa`>x08sq-wlsS35Vys+FM>S}Me9Sa zBiPL~TYssK1#WeInwfyHiBd0Le(g8+44`teJ}|Wv^eZwf@dR)EtMQ)UaaQtIkEwHe z9*e$jVRz5soW%>z!#`tVdLA{h=Ddd+To4KpvRpm~MU_MM`0aKejNDK+?1C*Jr+ zY9kA>QpQK}r4h(JIR~%&CMPCuSq@$qnsi<8sHz!z@n^FW8-3FyL~d7%9ICHvMZou0s<54@a)$%@l!CuacQhH zK>6WB3OtSyo9;J&mqI}`rr2qYE!RWi;o}NkmxXt2T+EAjflT>i>0&c^T>mE249ey7pDLf;sVEEh^kQKP$89-w;g#)ZIhWC)`-6w^ zLqce#$ky3oBw)_1z)MyG**{jWp1Yt{6f0~^2TWYhHwgd)4inbiY2=xL6M=z*sc^d7 zXIK6%S9tAlmODCKB)^QbpI4J1h42rOI@HqFt6dv^H)n&aNgxGRR7aw~ z`jD|LVcs-QYE$Lo2jHyf!clvdc5zp8r#VZh>504hEocKcTfK8AU0tSZvu8}azJ7jY z0tu5KgE9>%KeCgt{IA~50w~LN>-V4-C?z4GfP{d6fPi#}lyrl%lF}ia3MxuUgOubW z-CY6#($do1-3{M*-uK<-?Dy>bo%!~hnKR=I41*8PeLvTIU2FaSzqMA1sNZck^+RG} z+5irQ!HBe=SjJU4Y_(LC8^-Hvp7fVk;JY5IAt#c1>vX{^Ng3<4VW2QV!sE0*^C$Ng zIBp08k_uYx3}={=In~}F>#TAn-{~E;huh_Mv!w+P$eEcL;TKO(gmv%KgL};7JdGyD zH~t=$Nxs8a7wj*qoery5&_Kms8$Dw60!9N3ZMc4OLxk(8}r#u~@h`59(4y!T6Q`fix&{Mq+ojDw){O z58Bfh9sZ&ajc6qOh!7GH34YVF-KnjaRV~Q*_+dcva1m3!&X#>!Ml$8dZ@sl6Ju^db zk-pH&JqsrXg-2Qi*~d3?$-x5gsQF#LJ-X$s$1eG8&9`$Pvv&zO_3`L~TZz?}seaof z_znguKMnX&Ea`tv6rlKNue!RLnA3qVRPdA;k4Dzu=VVyAqnkO#t z(7TtyK0W!u*OciAgg;;yE%%v-a9GHK*b~iXk`zm0?2PsV(fiWMN*o%WSt6bqJzDZ^ zIX&#v0PLWpQos3Em3m!(cEWgdncWgDX)-T}ke##GG`EOw?gecF;Jej=*g0}Ob2;8! zZ(PX@`d*jl8%ufPN?nphYExq)yk-%`9iA{)3t!!v1Cjbur5f}3PSc&D0N?3DAT&JB zo$DLwmnLcxVqIK$9(@|CJorVEk*&2Z#f+u592NxA!68K^b`5Y3HhxM9F}dKnwo!X* zqrSyRZ|ZB~rXW|sYu9`fS6Vwdiks%TomJKUZ9|(!NYm@}DwVPqwvy`?tqPHde7<&Y?tcLoh(Y%fvAP3LJ1t%|#WfCe0 z9DlxYlkm~&0rS<>zTM@a(6`L^(qe!a2}Ag{$#hU)P9N^ed9ibqBp{-_eFd^ApMV&S z-V_^sWMp}K>lTrW7;7Qx(Ti;ZTU*Ot7e}ZE)qko2zAzEIlh1lGnKyZI&%dZZjh^QI z{rAuj>=Cp;R5kjrz4lT&eWkWfzHP@6pp}f4p!6ZdOw@3qalA)q0 zLO6rKMauDic=N~Vu!O1+&6o?{1G!E8FzRj0RNY*7(j6J@&*_y9)F-O zcQCjk6?xtX&8b9i7{g-1tUg=)+}^g8kdhJ(p&rQ9)XZ565Tk;FgqE3^kQR|)8x8OI zKoe}#6M^)}vwQ!`8>Xti4F)!&dcivewH%n2ECc?-9D5nK8u`!(3RZ&zNVhNp`eVOZ z=k=#1%BH-lt2Y(L?JM}UcPs?GjRNB0NHr{khOKLag7U+Rf5X+h6R(}9Rx8xJgE4S< z_w>~55hV!i){*pUAM@UqmU2Q%!bzC$Z9Y`+-lR7zI64~rO-#%k(55G|OUILpI=;~1 z`}&M(OeOrJn@g6blLr`}Up3e&XFV*;3P&gpHd*e!Y`Wbwyxap>HxbFqxJLZI{*hH z7T}(NN# zK{@OX281m}`Welmo9W=RdH-c3%RV4?xD2=CuYXfQxKw{Z90$+TtrGM0T<*8owk6Pq zXWT0u(fWMJ5}=V!eU@+!UB&$W518WPzr#H?K3dnk%2OvpXF5f6zhc}@4xv^Kc}Fcl z*MG%Rjjo^WKDy{Rm1ia`I34nQ+ttZT2lKTB@cQtE=o5Ic-}$A9#Ym@(pynBJm{a{* z?BgWl{~7y8J*CGi9P%GBa88q|XVmegfLkZ`*T20ShR^re|$b~BrSa6s^_sv6_OP*TR0aV`Kt578(sgn z=m=llRVpl9epxuw-t=2!z+${UU{?Rzo;u1i619x01IcQGvUXNvln4cMU~XV}l@#V~ zg8E4U5t?Gn6j_NRtcLBsRzoSQvDhzPTFcb^%52u?AH-*uE4p$W(O*MZ^)Ej(BAY%= zIyyZRlr!=t{Q#|Pg)Q@ecu^b~>+gtqKio-HIK(JM2RFNQlkT7r%5%zT=L`(A7zSM+ z+p3`5L-)FOdPikgJy|ZEuZ4F*ZVIrDxILPX*%P$VqH&_t486R})`!`g5;bx-N{)Qu zDpOTE=lD=?ca#_N@YI_Qzm-?EjX|dFx@hXzGayn%AO8ua97v|Fp22+PsQs3wSV#Nw zv5wcIC3$03zJxgd0P-C;5a|;G3MjUR(LD3MyaK(grI~2eh z7}T;8mF&a|3JcY1Y*m8yP$0FCR#jCEw&ij3rGX&wXadq^u8_~)d#hcyI!fChXngwV ze?WcY{$!Op@%Hj^noAXW#r_3%L|v1XVk*i_I?F;+W28;#pgQSaVUHZZ18iUK$kP)b zQ_>pjvwrV?05bm}?9nP@Ep!s{{}c9*3Z5Gp;&yU%ZaI1Ew)h$M?YC@u5a_qtnq;a3 z+=$rHWa=6lqsLrfFk!Y%E<*euXFH$Umi=v5nBQE^i4GF%kV(xhz{A5M-tB2a>(A=o zr4kRe$(|%G0EdnEWSz@PxB-bnfXpu(lA^eB2)M-JnVl|QhI8*sOZ;6f9IMx3f3Xr@ zUu>5{%>*8}5ob?MDmPE_ ztbSJ6IGzq*Hi)t#$KtAw|7vEXvOeifEybWH>)}G&eGkOcu8cx^Qa??X%j33EPgo@EbFM#DWAZj^U8~vBl6iV9yOCNX+0flQrh5 zPOtZVzD2c%dr*3ByfXnN&i35&eU4lOzq9;&xVr9TkNNre0x+Zfon{2v;|^>-O^}1X zQgI72OQ*K6BbrxEfEJoR`)PR|2t(r5RKpt>Uwv#1Q@T$y2EDhD@P@XL(QR^>Xi4Qt z2M7eHA$s!Ze*WuXVL|G&z=kTfisz7`R1pra?%l4{BMT^pfeh5P@%|<6;q>-BQhO7w zB}EDQZ0t8eYd;7guS4Zox@PIRcJY1Se!#%PaLUmQoF}kN6AV_H8(bv|9F-ymJAC>Jx7q2*9X9=OE|c=(xY#kp!<@axmvIVO8kay zo-Tu0?t^Y4Lc#^s%kpL`;DzDg`%kY z93sGJKH-)PUBj9{Cv;1`v=|fUr;1?u;%`>H|l8g zi#)V#!A*19)g3MgDBvDB&ev~-{Q5D28Y99oj^{3~N9>#LC^cubxgg+)rYldbuD0*3 zl+eE823{heGa;yHoUD3%gIRyzqTnq^4R5V#bi8tNnXd{T(N+MdcY3^H^`n{G;8~(; zgKwCLS&YBgpp)k`HILn^F7b;v{~-*Oj8_)xL5%!9Au_25GW&)-qIk~xX8$X0sr1#|_*1*DH( zu!4A~#h_mw-;>kU6E<*OzheG7?-q!G&g#H49oAx#3$!ojGQQ}HRWGY3+dlsx0i~SK z#`8dNM87S!_N)^sgC*po5KulZ>S4@6^!#9_3pDcx^}y~|)N+WK8Ryqa-PK&qDJ1EZ`(01*s1_ zsqo|0M{znquT_lQs@ze)JDXoyX(w=WEM;9my^e)tRJX8$-0F@dE^4mbxReWfESpOo z-P0_$tF0kXQ9q`r#1~Z;*;ImArACbY8FRQeTTLuJ%m3NYF?T}lks`IwNfdBpArU?? zyH)wm`{cNHrO!TI2iOAr`}tYE^1%TDn$s(%E54WQ?gj%N&3yvFV3&0>f!WcKQy}5u z0XXL1JIJMvggaEH(rk0Xl!)LVDCz zkq`9;{Fe-j45wyhl%{yd?}LeaM!UJUR|l$khygVp-(6;AtKAQ77%u!LGt;leGQ#^^ zv5*>nNUGS%o(uS=?^AkitFOn|UQ zPdz_88W9*DXoXoK6f7(#h>>Ld^K*|y%qzO5&!ePi0?GJ&#WE@ASa9Ch3tk{O%32tc+yOj5Z6O}u>mHzA3n2w@=^ z|BXsmfb{{nXzRr~@Bw;y4*KA{IRMbwvQ*rg)ddl+qCla__BOtL=Dzzjn?*I}2AsOza&UR>gZf)FBVfNnBs4oW2f1crSbFbuEKI5l3s(S$p3fft zE)`Uj?LP-7_2J%@7kIy_7aN|tD+gIs*b%P@@Cswdq}enpfw#4{mkK8jaCC7Ldvcp!Pqg18 zqoY@CFXMQb4j65IPDDZgaEcH?`RFJ!T-W@Z+SNk0#@5R5W?$B5nOHvi8?LUdr*7^o zy-O0+Uwm_OH-ybXVP{Rwft~esjmm|rjpCiXJ}DhxK-K{FkwmL2Ez;pA&89O;Z;R+2 ztM58~DkNX}qFWDG-$vZJS5xe!H_fOz{sehY&t=t_q(n=~l_)6cAi4~WixUnTjQy@*hO;UFV z+gJMhTAP1#;bGUE+_sG$mOUxxD;~$eyL}9HOFhvS?ic)kc|wo|e&r_ibxLmT=t!Nr z?=-T-5WSB!W`aQ0o?e_1uG*WwgB0)Rh`LXYGaI4db^Mv@0gLG@FA{(pDcvw=bd(y( z^Wgt*>ZZYN)tMGh`wNsxT)DW}=o&esRD}F?b_*>jiEJi0T}gt8UHAlMZXB(K1`U`y~wI6jn^|RLB1=qu58UPl0fWEYniGng7?;Rt_z3&NXnP#w?ddqC6&PPcb zzN22Aozc)Z>Fw${N7#NX*m{)+j=D)tGu3?4#v2j2&s!2a*Na`U z?n~&+W%Pqe9{cOpFUne8w?h`GNcUzyK!NbM1RaQ=Zu<=*M_(c1mdp@abtl&P2zf>4Dxyfu#KHN^*OX&={5R!jc=Ty%}_I z2_ARfZ{M0fg3$!}BDo~5=TKg-SOArJ(V`T{sVLakK|Vcj0KD`3B1v!^&a1nmq$acH z2b@PCk`3p-IP1*QM5j*`y@ z)-QX~69@?b&j@V6(>D_2(lj(__o^@8D%{u&N#yocJ4T(!_1Q@vn0i&LVbt|SVmdt( zS`kNaj=TB66oMSB@_J}@?_4162o7_)b|nWCAeRn*06{*_YQjV3?(QXs6P0t<<)BAY zc1~u$DeODR;EPppEnX?ocnFSHxaUN*E2oyW_T2G}i<~kLpCN)lhg=-YWs!7c+nFXz zy@TeSEE6S|obl1y`*KjRiA?cGLW1DIx*?R|Vi2EZ^b=26gr}=!4%O&iW3D;9(S_;s z79J0On&b`(%W+wBj{;XmuS=I6ja@Lx!94FqiHd52TE=KlUZ zGIk>6bqrrQn)3|#&)9`SYn|FdgP`@*kxCyJui+;r5GQw9=Z&383IZ2kZA>`(ySphl zNsFbEu#wxcXldYJ$gA0)%E@)zC@2=>0%KMH zJMFk^D3idK)zwuf5Mi?^Rl0?T7drbLcpYVtsWm*@K=ruiZK|Y=y^U%)I>@Y4kx3`4 zH*U{`|B>r?3OG>ZZPjY)3uYWy;o2R&p>Sr7R>bMKF7+6)?|-2j%t%hA0szBgu;d{S zXIfQGpJ1J*NiE1`T{u5{ZPZ1tn5LKx!vq3y^Xx491VpbMlcb!wIlD_u-X{)tRivRzZ}@3qZLBhA zulDq5oXg%8_H|^@1`&rF8st%RI3^{j-}=7 zSbTa}))}{}YhMA>BX511@5q~?I&@fKCG$**;q%K^%>?M|9guG}i@zwK00lZYYL(lH z#@{;HT@r!uHgA)Yy*u=)ElwO%b2J)LKH&{jnOtVB=K5(==^L8jbylQB2(@g2g0;5V zk+0AGy*^-{j@HY4xe z!Fo&G=31>L8=dsD=_tkVUZzt9(DLH2IkG+SUh5u%#h2D`$jkLWz$UCzt=mE4jtOLJ zGeHkE{i7Nr}26LVoHe?t(lvZVHOrvW^wf!s3qJ(;l%Uq z+tF^9$I6w8Vp+B0D>exJ4iAKxOTBoRxjOwHkpn`AwuY~qa9<=LwRGKI6-reEF#nUF z(`Og^6+J7fu6bS01_RcqjfEh1VsvzLAh`}+K0l{Mq~zI;a8%f>YbD75w4DkUg3S8* zGf$MDePLh%*Gv2DuTDkHHu18#Tf{Pi7h+DTj)a>63U$SvVjI9iYJ-4|0o8BngxR(cn0a&1lK$sS70@v<4x4Fp)_A%At> z3hs^gTlVC{6`Vr%He8&sZwycrvNzEAP-1YZIMKtqe3686DYzYUdBPzxez z=>ky!G3UTOgV+rOqp%Q5+?R+ZeG839I5R5@`xSyM%paVO=4KaAL5hl+nQbqbS!vB5 zN?UDZAJ?Q4l@3CP&qJCYFV6b_!hns54@Ww)}e7<%#U&74P*Pr zNQ{ksGwV^q1?$Uckq;PT?SS5Xm8XL#J2d*u0ki_=FgZqsh{Nt1pY0LU0QDXWdD!^| zrh&2xM{2S%J-5>)4iwvwv$7R_T>l*mR9ED3{~4;&j$rOiozI0~i<<5ugUuJ2$wu-l zNqY&LItzYRZZ4ge*Bv=qjdEqawRUmg@z!yZ$l36Q6l!-j?D9)Ug5o{q)!|fjI>|1b z-6vdt@cYnagB7?lGP99*7^1@FFL^%n=d?@V)G@5RvqI`&P3=Y@x@X;E@=^65`+ zSwzG5cp!AP{uxC5n;tq>{~Y?xadKUVD>bp0xjHmHp7WEj z9{T&&jgMo2#Q~->%fA@*DEAl{!%8RILcyJ%ZtA#GbvB@Bw?3NQr$1Js4Fc(yWZ~_H zM90HseYv_5rZMKE2NHO+EN1(6lZK0%2b&{Jln}qZdbr07-hX0$v5dqh;E@#l6Skm) z9jJK7qgW#VCNFB`hKAyqhLaEyssSLBRzw&X5#RY!A$h3$HQ`vLqdt%ivxC>vJJlMR zf}v7{W%2#nZ3C^hsHn(fbFni>-^y4(F#{$Wq0vZ)2q`ziZN!Ck8lScad_!`R6f^t4 z9wFfK9IqglX|6^Vj|InuJRK=f@F#wZ`(`5|7wYB00ggoi22hk?P#)y@5;S<^XQ+@V zb+K_W+Y(x}+v7)&F{7~e^<)e{UKnK7u}jS6Y&=WnaMMY9uQpW6IWl*2#FQRxCO<&dmVEqpJ$_{(D54`q|0++3mE3Z_^0>zdsgAQ~ zl@xfpiCm426Yj=jT-K8fmOe6rY?1;9l?W*Pg1EaG+DWKK6StQ7*r(=PC<;I9s*E!_ z+Me^j%N_FOO$Zz7&8IdF`x?%+R8V`BhFLqgJTIm^;$Ud5e$Qx7wt$swX<$aex!_(h zb+8rPnF|4wmbbiMv7Y_eZ7ZmGSBLg4w&TIcXvVb_g$>6ps6LTvZK0bX9ls5}Uj2V> z_xJIeL?X*|@?n5mD<>re4i3(D=x?r`_W~7)O%pfRNROt9K1CT^CM>wwli;PLEOKSI zms7c=m}=yC#jYca5~T2YkvN*-=ItgN5g923)fgev`5t4#wiZ_GB;_7wJkHMLT-++* zZTM(Hc}?Tv@oA0Ye4AEO|98KC_vgR*{im(OLUhdG!&tm0USW=LOhKn^BVAwB^^J{v zR5drrdZ4Oa|3OzCIGEQjPCW((RtF>I-d`{tq81KO%W*-sU5KEG0%)XZl8J6XbAoSg zBzY;#r`FawpdS&JI5hXp-Nd}3i7 zq^c=eQ(mE@SR;g12Y+ksALzojzPBv+(w2(Qr2?$~VxKYm#E_6}OsFSzem5=qDfk5h zHN1aax24MQljk^OXz-#fuS6`2nFVWA_c?mjV#-erEdMBWm;AHXeGKPq-n~&Oqe3VE z!IDr+QcPE%SD_1&a)aA*HQz zDAyL$VnDzBKXUlJy&GyXbpCYsb1O05$