From ff750d6432127f98b6f6bb076926f1f08914d5b5 Mon Sep 17 00:00:00 2001 From: "a.puchkina" Date: Fri, 13 Sep 2024 20:12:26 +0400 Subject: [PATCH 1/3] =?UTF-8?q?=D0=BD=D0=B0=D1=87=D0=B0=D0=BB=D0=BE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .gitignore | 3 +++ README.md | 7 ++++- lab_1/image.png | Bin 0 -> 72359 bytes lab_1/lab1.ipynb | 57 +++++++++++++++++++++++++++++++++++++++++ lab_1/requirements.txt | Bin 0 -> 1142 bytes 5 files changed, 66 insertions(+), 1 deletion(-) create mode 100644 lab_1/image.png create mode 100644 lab_1/lab1.ipynb create mode 100644 lab_1/requirements.txt diff --git a/.gitignore b/.gitignore index 207d123..27f0999 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,6 @@ ipython_config.py # Remove previous ipynb_checkpoints # git rm -r .ipynb_checkpoints/ +# virtual +aimenv/ +static/ diff --git a/README.md b/README.md index 724296a..e6da7d6 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,8 @@ # AIM-PIbd-32-Puchkina-A-A -МИИ \ No newline at end of file +----- МИИ ------- + +ФИО: Пучкина Анна +Группа: ПИбд-32 +Вариант: 18 (Цена на мобильные устройства) +Сслыка на dataset: https://www.kaggle.com/datasets/dewangmoghe/mobile-phone-price-prediction \ No newline at end of file diff --git a/lab_1/image.png b/lab_1/image.png new file mode 100644 index 0000000000000000000000000000000000000000..fc022a3718c770e37b13032189ac7a978963e023 GIT binary patch literal 72359 zcmZ5{1yGw!*lj7LP6Y}SD9{!wUc7iI?!`%P3ldx#w3HgfT|%IxI0+U4#R9Yx4GzJB zJ3#`$1DAgPe`oI8%)FD?cQTpXXU{&i=R~~KR-wGjaQn)YE0k)gih5VBkT+gFqh#*gI#|6qn;$9;yKED_8FQ`S*~uyBFGB zxpI-GrYLXl&SG==M)Sz<@zL&=U9=|I!||_?KW49#eE;wbs5=$-!?y|uF99OX49@D; zi-9Vrw}*~QBa-ru6v=MreZI{-`zB@9D!f5pA)B+aR$N@Xv!^F;#`icxq=9~Ak*$_T zr?*oL_Dtc6E7j#Ju3Y&R$FwhIX1S&Pxx|)4#}O34!x|>wtGJADNx#KfsYF0<7{Gqr z;v45$pq)SWwSTg3^!GG@qxZ3?Yoc;oz^t*?AveXxJ^ztz&p3;g%O@!|jf z!Z4(taU{&SwesV*^ZQ&=W8|ST^0$V`wReK=Kd7C-I#$a26J%wc)lM8UC^O~%#_RqT zWuJcU9Kyx@^9b(CA(I;+&JSoS<}c$$YarEklIQ^ezg;!VEGUL!GH_iJr*GBnz}JHe z1=d)>&OOZ7tkmCnC`QwzSRSv7tAC4&XBI{X>D0tUqM z7`(%++9gV&l0HGoP?LcF~(=+ zj(?viX z8zc%-Vhw+fvO?kwPfs}I@@dBYaEHcn@(6g&LeC2G6`6A2O6b<(WM%3L}Q&M(UN>8-+=PtF%jZ z1E@pS6zwCC(c`S~CGcOlV4b+WUcK5teUskm<@&$>cM(SI+D6ttwABpFEavBn-K2Ci z*v`mGol)yB)A(q<{ad=)$1Cvut=iB%y_Q2q`)lX{u%?lPF9o{xo(|T=@;dBW6UD9` zD0S@|^)Z$1rMRt;NAIj}-V!jYMLV-MUI&M%YLW2n?fKb!xek*h3XZOM0JL{G0$M>lA4!SfpBZ&OG zJw`j(N5MAbaoh_dbnES32aij<5)8JOA>-`q{H5#F)TsV^tu0l`g~`&cnXXMLs#HLH zwAN7on}ElrW^HAjz zdcHPNY{8kOw%NY0_!U;UHKK(7*zP8<6V}13OM3#KT5lnWRGQ!ZE?4(H!(RsaWlD63 zi`$VxA}j(;o2TG_aVMeWYh`2UOqINRujCJ=F3(DEwD*(w)U~}?hjR@L%H%i8oH})-Oma;!1%KIdMj$<> zVmxZYEsxNehy4vdS84mXaUr%p2BLYl)^A>Ul(fL0`AN@9W}jp9(uBOQL8VD z4LKtom@X1{zSIeS_&aH1++5L_L0$e^&fG7;$8n|?cDveY?s+Y#w5e8Kxw*^6#bbU{ zcC<@B(tGhPAX-Ms4v_z3qb6@f+M~~W%cN??(kEStmIIm8p+#g`j4FB}(A>|%pU8PZ zgkvnrn_&wtYbAX*pB7{XtdQc$8{)o;pBK3s)fGk^RL)+T+qJS@&$OXv=z=j> zfDRINs+c9NS|qDK1b=c`TZ|A6xK_q$>!vCwq0yKAR5Qx;c9M^RLIPV)s)_Yz$}_7G z6z42rV(@M5eAX?){Ku1T#}M#VLh*?Qu$>qySb6oQ@8Rq$?qcjaET5B9VrZ>c$LhwXg?L-imBD8V(_BX_L z@lo1Kzws>j6^!R)lRL+GVb%yl!VznRLXy(&$Oql)p#cs=gZ>l!NwR(+>F7wc| z_AqR&(rWIFe<_bVgiOB7`^}mhf|rjkd270^!^qT?-PCRT4TG5DEdQ>m2S3orh@Z!} zG|9d@wR@^|Mhybla#edSyzIjv<~H$yQOqTdxFOzA=eq&7wPRuvH}^+ycsJK*n3h{t+7;{#@EOM#55ktwW_UdFUkfU zCf{S4(141$<~j{=Y*BqbFs*e?<^}FIVxZzWxWEgA(*`cSS>&UI1w+lSvfJ9pFU#DO z`+=WHGuie>3bA8kr9FuqZi7L~YhK;1p{Rn30O<9`e2!Nq9V&d?4-#H_;L(5<0CJ@* zow~B}ZiMCOD;{INN}mb1*~5~~M%R{GLMxK`4Eq)yo%Zn?K|8ph4;Fs_)~(KnPc0hw z+J}r)S_Ls)yDT9B_wRok9uA zx{!F7PzdfWnqD64goUTm?3~YP+XH_&#=DGE=1DCTsK^G@&%0Kzv;9E2&3tcvtHNr} z>ERuC4bHX_fM63GEWC_s6~g&LprvmnT3fD{?n`1+JlPv|JV>*A)cX06^Gej%Q%dKH z^Vra?PYS(>{8C#_r|W%_<<8Fiy_#rtdhgtMXPC7F`GA{^!o%Mmz9*e({8Wyfk|6ti z$SS~~xjg_rgg4jZ44yKffB0@-QBD0DqxWwIQEyqb-iflKVj0M#FWF~@pB!q;Q{Uq; z9dUCVVPSOPxV1w2u3i~PV(y7#=l}vth zSr&*^20wpD+h)=(0hCARxoH{6U-5b8S{S$R4yBPw>90+y+S9U{u9-JqCgCEfb!$UH zk+)umwD~QbP82L9>JCY+A-$B~ZHat}JHIit=%TO0C4PY@G}sIADvjyuXWonD$yz_H zGBF4AY=bxc>Dcg&b4)*KSvQMuKi}aU(pevY4nFWHc=IupM&qqtqsoums@$BCgNT}H zj%Y@y8(i#jMv4tLf84JBBWT#rUp%qdy2RFF!dIp;@@$sEObuOT&d$#6g%MP#)o)&2 z`nV8-k|TH8mDAuetxl2+#B;SX1y*JHF4GGwp3RJh#!4ML4n*_!U1C9eCbog22Dun7 zC}rQ!04NF)&Kb?oSV*=tFq&mdIgF{_PL{I}9A+p@kUQ_B=OVvqbB>86pUA@lBq*dyoiZPj1l4{tPivGJ7^*9h0PngYT1 zv_@#tUd^Hmj(?Cjm&5$G_)T5pDFwuICfd7urM4Hf=?9vq0-8<*Ram$RGQDy(cS~@C z)#j#7gH;j32;;u<627~k#1fgsVSVk&K_+%r#C}M60iZJ^IU%#yDWwpU5pr38E%m6= zG^vUs&KK;~$9{y9MrkXvK2V_1tpgB5o?F(Y&zyvC>e1jQhkpxa0azp%48GraX(O8D z@@(ycutRST<_W5)NGTm)<8{FM(p2$B5qn0PR?T!Z%)SG%(iP6ioO0vhxO}<+uuY`Q zk*LHn|7?i*KAIg=f_Pq9`Ke5*y3kO>9XG{Pk`{!{j5@*6xz96cW+0p+yEP2xN6bTV zxn=VWJ$Z|vXdU9m+;x|GDm0>RehbWLGfCCjHZK?LiOFY&ZT2PNWUDXENlQlyvGE5? z6ZPIdoeDhKSwi8PqfOc7Tyx2QHi{`FnVdH@a+xC6rG3G^C7EenJ#L=#)bW7mpQBR z9r*mTw;``TI>GFwo?(6RYkWV~{0;iCCq6h3qd%s7&vd8(AS}^x+ahp(Y#f%DZSJ?` zB%X&Qe$+Uc1lemO2(P&pv0C8Z23hpy_R$QYN#r*+1t?LU@*UjwtXyYQdNzOszCA5L%Y(-vfNHTY{}ey`pq9aJ@yR(#WH*s#o=l7HN@e%!te^%Jzioy- z1uLgW6F8^URsMRdbo2AgL3=wlhWFQPc?dsZ$%Q#@x=vK3!0LQ!%4WsgrpB^rKs^kn z^e)-K=e4|QM8$L$sj%A-@8ECZtVc6c-m~qHR-W(WN5WAd?$`^Po^sqCJN6cMf%f_2 z7JKE0pSI-p&-Eu07b`Io<+A!;&Q7exE4uG(MJ=L_Y*M0v12d)UD`ZQ@v&YV4|8RwE zboGQx+23s`@>-$Poa=2^z(SXFjLrF`>-^#qwO?s3_gOw=lJbjl$PSeU^&RV-7k6I- zp%TZI0j7!ry7xuCb;l|2GnugoJDs&xcs>&Ai{Tnx;-h>!*vZ zgiX$2sxBzawr-j~O4!{#oLY-fiVR9AI~7-G6_fl;{R+y^U}yvid!2o(GX{oV<5Cv-Th;81ef9dVgwmDSnf8 zcP~%xx?Kb+K3?;{ zZb&3ML{dTaXy>Ov++Bm(IF^;CkQeO;-R!LD+IrG0&!lvufAgM;b%GJ#dYEYzn* zu#Mx+0S)p+{=s?Egk(;?UQI|)wnHjCZy+E_=xSoFgR(1Vae`Gyd8wP2MQP5^D7ZCa zb=g=d6ANgxK3f{^f$mA7_SvvE5}Tw#avE$Y0c7s#l79yCy6xsqS-QqNw>vUK!PB)A zDLc{<*46LC0N~LU{=fA5A1yABmiNIPAEf=u2PKEbKdiLbIm9%5Ht2fKTY;r&D!glb zngvZ3kjLImGLomUR50^XqoI69Jt)A0kJ$eD=SF8~{T2hm4!3#r=~jJbb68U~`RprB zs@E-s%M^6TtrVD229OLt92(K!2kTJfc^5+D-q?;ddVN;fAyywL!mBw$``UNl)Z=vX zn8%+Rm`%Pw{D5|7KB<(exFz?;sG3b;!7TTGjJbEZO*e_)+CHBQCM47Ba5u6Lw83@e zljV1Yvrub}&0XHGFG>QGvphnymRW_a-^>a~6N>q&du)+i@r}G~C*=RH9gz!hUk_bZ zfeLhsDJ2bWA0Fq7EkOv%xFJUSp*Af)ta&41s(`zuDN^dXQ)wHvsvU7cjK10hrv80*vkia)GNn|U4ObpQ5tlo5+Ntz zrMYC=SxplP*Rw+^rIsECO>}x4xcA1%9IoPfJy-t_ebMJ5gH_=-VCTsKutA7JHbmKo z^8pSqY=4qQvHfx<&az$uw#3oo*XB7KqWeyK9K^<8v8e(lfljRBtww9sF! zg(KV8>cfkUKli;?UJ=Gqi~Tyv?srY#oD+9c#5ld5IS_T8Gs62!_gs}SP}E#b9D{|) z)OW=zmicN@%7F8^Jwp#wo;*Amhn%bx;O%YOV|-U$g&fV@2n=~Et5vdb*9N=71j3}v z@gv61Pez+2CQD9d9b&AslWHPZep3n};HTSz0XJ8`b#hkM3`oeHmXQ5WD~nhC`%^?Ao6@RlAV!07qv70oXN4 zz>rHd+)+@;$T!F`r5a)y;wGb=QUfs#aUrEtZB}SveNJA7ILovF4@yO&5>ZSA9hJ0+ z)2LV6Rj>m__9oG>B8AFDGySL>k;mBg<2<8uF25uP(ZN#b;-O(u_-obd?0E;VP5hAx zP^)9t8rOq{?}#(VS|4GIS||TH>Bs$h2BQ9hBncQFT}PHEaC{aC@UtqB znOh5%K>$$+x3(JvShP=6X$1h!`7*>)5jD7p9;VVb)A4*?u+$OG5wJImng)z{Y zgjL^qAo^hV$C%Sjq0fb7aBz|gqPmZ|xxZBWmLdE!$(8;4c5zPo|g518neEmN2W{myGVxrFCe563i zrKgY9XXPL-?)8h$5U*- zmE`6tMuyicK|3w{Kb76SS$)a&$j6)o zrAQ@R#Ax2ka1>$R|&+ny~MTFx-pOJ0Pg)J zy?*%5#0ON9V>{EOuT(~^MT9z$?*&a;)iqR!kRA|on|^pA5mR0n!sSOURBYXfZ^}R=rR-d{OZ@D)?*>5NPk!A&khz81p+f>c`>%#HQ{8c?H9FxL)>xTm z?olB_utAs3+ruo6r~e}0iA%c+oD<*y>r;F+lH7vwyH9$0S-4PWv|)*{#t?_r=F`D` zPgp_s-B9#PhHEt)t6|dS0RTWcNt|D*fT+{|oow-rz`3|6DZZ_0O^nn5$Lg?=aDZ3>=pth^y8dSzX7ZMz-wQ}>rVMbGGu zFk*0_@p;d_se5!XC*q1pyJ7#?I`hG5V||iocChDjP-BlSNY0o$yV8Ng5HrSX1_;iMQX{sUc@lG zK3jnL$l*A+`zl`x3c3*;A`=Ka)qP!%9TLzI?xYVsh0dHQTZEE`nW&*Uoq(zR`PYvq z-Tk<$i)@sV8 z@77AG*sbsDEN$N5PcgckTOm;Dc`xzaE^ zKeyv7wEmUG>*q6YOjY_FaxVvU_Ksdg4sOGP%EudbH50PZD@-`0h5xVT-1n`v+`zcd zU!|kSrv!wla4R*tyVz}g%ogaOIniMFrQU~$_FGK3Y$Un^|2X=04dm1g{cQ+^F^ao* zv>Q~yUXE8!mLfON8~lU3xl*UgSg}nI-wbwm$`Jm`L~PiShtgQen03Ro|3(=&WJ7L) zV$upWm0iAKKUhoDuJpp|RF(!IWGqMB|6b7x4c3>k%p}CfEUO;lC7RSI1M#(Akj;B- z{aK`tz=QMyArknyZS!T_nUok))2>zRjabTesyrWYV(P8<+;Z83=@ZwM+ShW|9~_2KtGqW6G_Fz5BNU2UH`|x7 z(9^RSJ-QxImu-8$!t7C*&wLtanH#`T#$X zm$AAQK(coV*{*itD}{`%ft{D3RmI=w#P(0y_Fx%bA$W51br;Q3lG@7$*? zO{$%;_1MW54}&j0bvAar$-SvY&G|DmzvlYNrihtENwn%FZK_}jl|*_vE>*--`2(hb z3k}fSz*x{GPb9OdVQpY@y-^s3f1aI(2rNL_cLE=!@!L?8Vth^Xv--5`dOxyYT16Xm zSsW?hRZhrzWeu|GSs}|1f3^Jm`wErOhbIS<+wj?3&4A4*^NFfn7xef<1`blN<=1XH z6LN|$H%p+}>(O@)W(ACPIC)LZri$rVR1ZkH`P$>_3@gFyq@_Y!XdGXL%QJ<0=g`e5 zYxfNm^=;2;oEx@8uL-WSNx+gSwV4AJJp+%{H{5dr#d$pLK!U4h+)N>>1Du=kEPTGp zvzS@YO?&)|yZiCtP&(mjvd)d*>&OAG622wIjbF}qe1R|s$XT|=;-wJ2Y#wkB7qK1u zbUP}0wpS}Odfjke1#u?H3#@uE0yhbt0buXf0rF8bDlEy6Cg9$3k8o-6q*jQAx<1*q zjv(|^=w45aAEJEF*9B$YZLstB5cQV9s-}v-Z&t{pYPT{BG(k{cIXWd@P)}tvNnY%7 zW>?N2wKBviR+J?0Nr_8QLpsQ^6R_~y(+PuLSu_UD?^)QggEhNhB^9V9XM6_g0Q>`^ zRx}60M$+WxR{=28`In8%6~pjSreH@z`SL)Vk4so_|U~WXu0CO*t4YZhyO0#jI~$+HNo-dNS?a zH8Lui9deDZ44GN(qu#Hstgf&q>WH2VliyaIku5|($4-S{4s z<=<#*?wc%qvij3cs}%doxg1Y@SdJVga$$nkW zlW*_SIAp(Po_f8G=0|qAzP7|)x6iH?8-F8V=dbs#Iv7N6m&*7jgyQ_`Gf%&CFS+o{ z25+|1BeoG+TZ6xy9t>X9kwOse>+X>l#J!mP>DW&bGd7XXBUZ~F+ux=jNWE)zx6C4Y zF(wbvxD%6G&!bdwqbpLXo<#UoB(|o$3>c)!5H>aX;DbwA?YukQougM@nPAs@(=5EV z>T|QbvSM3DP-&F$L?`VFTV2(RuN2krypvi_IjMLF>LB#haNL>kf|vO0&rW^49%yW( zcAB=_QfsrXq}*JDMt4VXOABXqZyZbLiJIS7NZ{#5UAgZ-@`gVLljDsVq0SVp6Ai*@ z5o!bx08XK+=0w{Fb<}$MJ+wRDl0gj?P&ewkSSWM;G%_WW-JTJvHc30#WvC*{9<2`T z{H(QMPZEIUw$vTTeV*V-`@wV#0`)ju`;$f4V+_=LUX(HS;Kt_6jAXhw-^J<7BmbC= zO$qNQ!3u51)Gj;!^y3Y=wc*}mboEs)cUb{*(3xH1=YS7o92f4zGLO4c_-aBFg`q3X z-<_|TTKPe*-h@;FxlGJS)sEg(c+ ze@%fg42t0H6uV&w6U$x_pJ8BKve!m9B!$ZC!KIJ)o9s{abv9rBF|~DF_4XvDT$N!C zQNzu6dZ!z(vlH=&FJ|Y7ya@H6`dWn z($RuRPT#v8zC|B9f8WTLsWyX;_Ct*sr6dYF*6-R+67-QXH4RH(c9$Uwz04f8s4Cih zv##ggq2p7h7*;2@+IASe*0P+&MVX`pICl<{znXDqm_H66dvWHS zF7BSyh?x?i%FmiUgU19%swsVHlp00cK|hvQ!y8wAE<6qi_`wsiiB~@u*CNE%AV1ng z)znQDi6|)-zvuk{?o1Z^nye{z-`b}1??cuKj!v3<3W4avA*!_IPUyS_HL7>hUbo0R zgN+pc%IX(2x$}G`^&!3O6MAUAdLAaNBPpKa?dnz2S-oiq@K+2y&IaWuXoPg^!5uQU$z|*2|B62eyqtlDHtJd#`7aQ~#aI4Heb~!FW z_zIa^&;dx@x7X?ybSp<_@pk7r$fbVszW8h-fjFHNtt1+7Xwqj&jXVp0FwZKH33(H@ z+>`$&>t%PUgIMxVEh_QyPVqKr?%N*K!KAHW`~Fygi&(D}UC|XCU){toibItZ7YUL9|8vHpk^vG3F+B)t{1T*Gbh9 z1aLwtXOH@V#tb#+R5|h8TA_aA)4A1pM4I@~$iHf4qRPpY!k-d<%;C--P|?k}>iE{~ zsu6+)?hGCU$tGx7Dm3ftr~yXJ3eS&iv__#0?st`35|za8@&iS$obfWCNt0DBBW>Ix#Jqt z((d3@yxvBj2~@PqWD_%Fy>OjJhmh?=c^$=J1U5j?yS(MgyT#u~mL&$jLXJgHhGmTh z8BB2jV67fW-~MLIH9Pr(32>P~xvO(FNu;R;P=1*^i+Et4j^=`0VVr5l7PuI=&r7m^ zXR8!f^?4YV)=SE&WkaR9m;*PhgJXUR3B~pqW6PY*;IeK%fF&Dwv0S@;>j^1)u8;Yi zBh5>sZ1dq3jT0xQ=`ygY^4qRI^VYgxb{mlPjug2~&S+!53UGOdMdMr9^wSt0_nK7A zY$@%Gl{QEW9Cn%IDlT%e4($KAe8b)?wlhagW`nMDAY<0m;r%`tw2NFQ6QHBH$ zV$UnZenseE!hdRI5ZOj+N5z{)&7ndY!66e>#})0_nsRZtJWd{5hQ?6Uu`Un7zrWc8 zD!*dm97R0G39JM;#RigAKGEs7xEfe7D#g|sdmqaBAPlkL3rzykj2I{Pc2L@0-Z*-d zwfIo4gdXeg8;ol>t~@&ZYqYcLz0N%Gj&N#_wsLLVHez4a&2<7H`T!>&$TSN1$DTOZ zhN3;FPgF%%D2qi_Z`Z93IhP>pP(~o{II2L6_ztC-Y~QC05dBWVotTML#q8bQXvF0-in>xTPe77O1H*~6yq^45 z#^pV(=KthC5bxT2&~W!CP{`DVemEl6y9n5>U19cD6Vn$)$U~bB##e`n5~suT(_Sq( z4T12{<4|pKGnl1emDqGWO8}ghc1pehbw`h%oCR~~=WABTN(}_-zu2bGqznjm4v@=Jz37F|&WWPsJHJBq{!m418i+4&02PZ9Bq5KNE401G4kB-#m745`3}EFM)%nTHFnQzvWnQ7fdXFu$+*FuLD+ zyuL9^YLIl)YX16#**6uqiT4uY7xF55O8HLi^z6=Q+2M;NeH;1e(q4|D`XaQ5$*55V z-?RclvTqWkL^eeQ*QlJ8?NdXv12CDTY?GTHZRE!a5^p<+%jS$R_>mp>e;$HpBhsxn|>F5+*U?7}Mo0w(M7*`lR zgYchrr>ONGKO{0V`p+ma2hVEP?&0RPG8Y@R4T84<>|bt-R1$81g!DO1HQ8l-5&aVG z|D0>WqXGzFtQV7;eoWw&jcwJ|BaJcy9eW|#ZUvL;DS`HRF-Yk=r%WGDy}+^m#ixBF z?*yRm;yUM@bjAwpK;2faFB~1(kJ5X%MP8+{6Rx}xLR0>{<8@Id6c9#ywAh$!{H1=I zRA1k!S}+oL#%;c3`{2bTGaS@A{H6PLh~XZ~sp{HAI^=*=GC8E!eJKe3Q(n_<_~d_(*f-uoxt~@NZ;lZh)KH4EnPBUO3on z40h4H-_xBUfXs(Y$W4bwP|L+#UZBtI_q$LA#Jb6fJUu?yaK}?eD2#hXeFbr z&rBho3|9fjH@*iN^^i~jO>X>xvf?y00U2U4A|=L_-dnpPO(&9R9GHNM%Im+a+jQRP zNcyc><;j@$z9Jc{;Toa7@TMv#XuA%qbE@8C@pyI8L11kf>|ZY|NLiV_gqp4(O-XV^v~*VXA{Na`9+W{pvmMK zS|GXAG%eDsrqf3`kEzhw4EGmkF0H@ul_Pj;_ zrDUaWXMCaV@u32^e8KO7y`%SXpX{k7^SjwF0~MpoIt97HSm)N%ez7aQR-y0LbYJF@ zGIRezrlEZ!C{2$jHDAE85E|RQyQibA5^N!VO3xu|e->l`d6WwH0NTfN{A0rlcYEJ3 z-Xv_|qf#Y>)3tLQT1~@wVq59ikE(@xo#8q#lI7=)sH{(t>(Hn_owVYpFWacEK!rsO zT7b{;32S12VzNUSC-z&VMigebR75J3T_w!-^IfLuqJaRs=qstcB3ynK`V%lw1ho0e z;dxG66#IcFWYN( zUi3*bPEDeV{!%)BGk?fX=sdLeMjiX$Rl4=)UEg*>dD}@aWaHkr&lpP2A)O`{jBtn4 zx>VveeD^;Pj3&Q{xNs2K5YNL)X}Az)_b~6j{aXGNTsZK9 z&td~RcMqN1n&27z*edVkw3f^H0 z5I#`lxe$oAl5@~|9VoXIA@%9&3*jF1M?5ggtaQE3g_V-}B1QGl>f{6zB5zIrpW7nf zn%6RMKymZkg4z>>OG2%*?P}XPDFzr`dwjjY5dKEMnyJVg*3on{W4w7PhC1HdZD-=k z%d+^zXxdVGy&>RY97CVoy_c!|mzDJ$veto1q#!+@fM6uQGSR~OWb{ppI$QP${qXyx(k>E z-Rq%!qtR0@*`dAl=y9?zfjyE}DDa1V2K}9s4L+(pzQu3)Ie%*gefTw0!y>lV5XMbe z(*{B*?EG1p63wl4wodx<(Ja`doRu+xXeA+p+RPg39^(tx~akg2_%{!K?oTg@I%gq z!>r&_#VMYH!p2KPmanKA8)#jqj?#M+4UdPg!~@(T8@v!5NV?8^2LW1oNO*_8zLKAm z(W0@N_vpkS1x4;^y|Me>!O0TtH+viIs{A8VM;W2djUN6(lp^-ZuAW1lI?#eF#>rxd zK7&i84f7Y9@eId!mJ?>H0mP=)7Zu~iihzE3I`;7T1JAF%uKC5teW)>&Wh9? zNOgMZ#`mW;WrN}{$j&aL*EOX4Q$kSDuFK3$>v*t@M*z(CjNZ1C&!RHP zhwzwQMlEyTy)+j77<^mx5sar%M9RE0xSDQ7m74eY{v{od%RO;;5_xfcQN}ha;a02^ z3Hp!oTy*q7=lY(Ml39aY1nI2*HCahl@s&eO<|*NHe#O6)o78>=Oqr>Pf~*)Mky|CfV1E9Mmrr#;6iAvLZuhQF?Qc0OV3hSyQ}a$njr@TRqW|6hOpJTI@$qAVED9 z+1lS5Nm8*{ng?7lL&FlUlnCz8@XX8UW!d-KQloo0$?1PP`9BO;+~HC4E1s1Q#HMgP z*I(Y;RD1}Kxr(Jq6Fkf?K(7R^ZPyOMdxSyrvpHIcvbNY8;;BaB}Mh5Y^`#?n%jvI8+$Dn2lzCm2F|K$*{AW@XF!0P@o}b z{o5e$N#C5=D;}QT+?+4_*p` zjbiY_d2?Jjd;iH-$PIo;|J%S-(KZt>P<1|P{9(IDT?2+aeZ%L5=@G++)#X+QqXXxF zM6IwS*VRD)(re|Qzt!*as@b@PKE3yr!#|?ubNWwTXr4QVe#C-kd8y0quYVG-h;Dv|2dp&4AqMr;DYp%FDg$9F9Ae0ad^DLMH(i>InkTYi&r z)qj+B5y!Xdy%gU@yOK*TsU+D*7Nw;90j~(TaJA4fo8@k8!)DT*v~*FPHb3WYvj(+$ z#s4<-+0|~O!(vAvoNc`R5lknw%>>EHX5F^=q+O(;0aFWb(xVUeRvFOhBI?}`z}BMK z!xG7A5dcA)MY>2Mj7!>fhl*1Nce-j9`Ak?>xjOC*5-R@XkpU3MeaZ2UM^sO!SGx?n zVGzLtO}$kWGd|M8=K-M90;XuQsucd z-13ZT&2G82G%oSaOvx@9QWZe?(!yNQ^2-r&X?N7hk3!7b7_}cLp)nztw|A&URn}f&Iz|t}d=DT<=z+Rcb z;khV}NGL(MgMKP`(F}@u_3D$bxXPA`;D-{V*_ zj1ukxKGjOE#N_lKI-crS!#qD1cIT4JrlLCZYNzzeyLN9lfMj0W*I`v5>gC* z)Bt{C{?Z;5W0E?nMP3?r6bpekahFmVcZ|#UWyeH7K1@PiiA|NSQe{55KuBL%>zIx7 zMA0tN;-^EAzz<>iEUAI~3CIUwWkhc$ZPs&c_rXuN?c9BtM$cYu^1)n?(xSlPEihq6 z!WzvcA10u24!%@|sx72)-@gr3`)>HK(@${RQ|+8UbFp!yRd*@-WAXW>>%DAZ@s!fW zI}QQn zGU@P!VwsE)TkkOym(RsV^)Hh(g zNf`Z%#Ir@z=>P328MI%QtF>qA=KQJQ-!tC$?$|58EB-Z|)Zf26I`;Wd8MotbEn_(e zDrKGjAqNvb3CtYL&mUY@1+^89>ESu1G&xrDs7a^q0FQ3T& z`|;%J5Cq2{rELKTHjrF(ohgN7dY*9o7mzPi@|T}si#JfS6fLK&uD*E~c>wvjaK%|xYE@>T@Q?jAI;I|G{xJr&sFiL|etbK%fAx#SX1~1U1*j)uV2y!)+cHB7j zeX*mamj1yc;*{#leTHk~g|(aCjajs=eH@#yS ztt@lXCxI!E3>%LimLb#FwG0&jd@ zp0jS~Pzzlo?SFi|Z4W>>Co{!y+)@;cT^{jWt@D9}WGJUXmqFJWP_YmgQFM4TVf4Xk z*9XI9hS17&nTGe-Xn}qId#`&G`%SxhG9~mmv@=(=4ewDZlgNs$7sjN)HC4OCX@2qS8d91_Dw-4Jf^Zh>a2cMyK#Gh4I zG3-2`mFRafsaPtiJZk};rxYg^_-carGswkg3}qX|c=m(Yc57 zQO6@5{bT6gyEU7v-{NLx>Hn*2Ii9v~VS^nGG9SyY_cnTeGcORQ(Aed=zab=i{o!+$ zt2M#od)kQ&_e!stKds19q2?cp+6+5jG0Z3jyMQ7^LPrd#i+RzC zaOPH8M=bY*t9|2iRBI%2wQ=k51hjG7|9z^Zp5rcqs`MASf~fEmzVSF;yly&jvo~-d z%gg@mwGXD~5Y zC&tbyIxi&&rgOEigGt_5>g^b@IYOE-6_(e==AVu4Latqvj{rZ}7ADnjOiJxOVB(|qF9KcR^=)kL(;(VOBkV4n zz`Ur>Tv1^zPyPNLKOe)R__i-s8z<`D_P}-h>KRPTQvIXxnl7dDE+|(phzITZ5%#EY zGSJLtyrwvKl{mb%te+4y?gMBY4BV-av)I+rV23E>9(g*s(2J1yYxR$gjal;VL`JM# z71s)Wyl9(q5Min<2N|t8k{m9!S=A-u`s$GzbT*UUs3q*5@%u-Q1Yw07cjE6L>@P64 zPHWcWAr9~KXM(VV_U4#6J4U;lP^e8*OcNX)M*rXOM zTUrTeae?WTqA#=2d?CWRusS%hWTFaJN3dnJ`B1(WChN5j8)_Sx*&kt*+KyAgP9jNg z#?(BU;u<>Zhs%!#)4#kTg++ZA1db8Z#{c@- zZequSWC`8L<^eWll(ble%Tuk5;yG~x zGY(nOngOg;|LEESFpONh<$4QyCyrlo%|ergb8Q5Whd=ocP~)>vY*Nm{U<~&ty0rdV z#Sx6PHQQ?}^CdgLS1kGg?LthuYwG)d-kVrT(BbYm0Y8Ktlc%4|rvc|E)!5LIz!LIs zMFuNYBm;b`>+zVT_V zNU;H)fqjhl=0j)C&OOOu#QY;;skl3pFXI|T+=%NOw$)|HFP4`<*rBIlVUq!Cw%-MH zmc-TU-BBZJBme9KBJZ>|T+nuW<}c%$s~vpWXLWD?eAXK-3hhDY zXf|G6`{}@aVC-Fim26Y7gF3EuV!tO(ui7ZY8ye%b651-{A3V5ZM@dYi_Sr-aAlePU6mNH zeC09t^zu>u&3%O;)7FFne_P%05rLlU1scJ!5up^p0oHx3xmrh9={&V0^qh~{wwcsw z>&|u%*I3HZZ#lTs-CfEzj9rOHtiRiU)PVr1{Yv^qQ5_&Tm#(K8lDprlgt%3$hGvWP zbzm>un^Jeo3{8?586m~9j z%jB7h^A~$8cOxB>*GfVUD4J&~ z)7#Z~Kg-?Zkmr3uZ|rE**FsM}D1`-NdoJG%N(>z{ybvw&kQXa7-UCaf5&=cGd{Zv# z$D1R4jE`cQjz9Az?pnnf^PV!VxPd-5Fk{V4C`)%lk->1fT|}GKQs@%q$8KvqwVlZZ z1rjegb3D*J=nueTmJ0GtM;~Bxwr65PDLoNu%`&q$^^{lHTplX_Ha;{mf&kDM?t~nKM2O;U_$VkCQ*wn3zos*R zu^znOpaDjOUviYbC~T$vhi0C^gr$@`&S$t1Sp!R&74}0*nrS0%AOg|oC;cGXTrUW$ ze$Y^fcvSalp>kHf6P7^#f>p;32X*{4;*j)oxkpvCs+h%sH?-H93a85N;eo;J78e~R z^MOhukonZShO_-+oc8&U+d}u z>T%T|MJSMf0<12mWtW^%l{(2|0l2?da@cuD2+QRUI|w*8rGcKO4T2uhb<0Lkz6 zJ%J*RvKKlGRi6&?C<}V9LBafQ(if{cMkF(C0PoT1HpEKPy&%1aYanr|medAOY$((17k4zl@Js5ui6yd|=Z*vKbU(#V!s3mw#=JoZ5qoi#P zb_q*$S53I1(OyF}QVTJ!NM|2{-pvVEL29qEkcnm-J5A4u%R=bjBI_MaqG3$750kvk z0~2Q{8=xWvUitlZ7kT*vTNP zZ!cyUHX3h2M3i#3*0={%uMHW-niLxrhT0Y{HWD}PIE{K6zvgO3{TSuUCh^^>h)J)Q z$Vd0l+6*~Drnt~g2RDtULUp5uu)9%KExDj)C~;LEia9Hnk(c`Q1Nv&cr)#vv7w=6k zU50uiKa3on3w9V2JHu8to|;(N*1^L8C!Y+n(b5^#0w@|ME;8WU0&a}@@he|##J36v z(fV0v+dLL)8~a%IlS+NXurUG%u^ij|j+!V0Cbk5V->rLdLqk3F9`BwXUXT+M48=kf zMYhTCABN^OGo=w;YS`n4cvZw{4u=Txc**A!^=)dFx+-)?{fe&e2=Ts6YdIC_Z{wX? z-BG#Uf29_>4;_`fT})OxG<1J5;+{Jsv==i5>-Zd9jTj7!*}~TNNG(*46AW%H9v%K7 z%X-!?-7EcyfNwx0@BaEjkg_6U?pp5zx6&>dRR<$HYe3p$e)|J@b@X_2NOL=%$Xm7= zWxbybP~uIXZF=_%bQGy|yssLSC#1f1?s%{6H6nGd@vbj}e&MDb@MVZ(UCxaSjK;Y0 zlWRgQ36UI7ecjuJ)hQVg0{(=+&8z`N+J{c(Y2X4JrRxntnEOH-+BJSMO%9fscNY<= zY@Emuz@*zN5qFoYuFDyY{%_)@gwso0hprgAk6jkQyh=F8>oS`)N+PHDvp+F*Mlw#j0b&eMzUx@#3^L%UEOG=;1^6o@@w*og;=dTAYPBO;PZ;jzewrBJeZmIxS77##w_9?;so(al2!fIMUY z_E)y_QjQoOMu>H=Pd!)}9kb*Bu@nfK8UhnfxY7M8)Rc$7kNLpq9FafEfDM=(`&=)g zanMWLeNo{$L`s6tI6U<#!61Z)oeI#A26p6y`O0E?iu40v8>na5$YYTFMKoYIJo`2| zBP4{=q(@bTuhkV8dmFkh`hzo5+A84|W0({9!u^P6kUV{iqT3>JjFR6=qLW-~1SHPV zcFA6jzR|s~y35Z-N)h=kICPI>pR?+z&C!*=szI57!Yg%;k(plA0d=+b9o2x55MLR9 zDTkncZ%#&8z}5&Da;Q?@NP6sgTWYd>c1z3F!=qDoF#Zno?y@p<#7k`4i5ZF&oT zQrwR`*wiD8{$L_ig)GdqHbugxxmy%SfmZS6*>jxj1pR@EyuP+%uQy^*ZwWS=ek07^ zuQQBVpmNHOB~v8RL9X(>#?0n7X4BdXQbhICbliu=$Kn2sezi1{rD)1wk~>~$DH-Yj zi$bkG56x_$RJ9U!=odb$x%F#mitRG;mN=oR*IZVtcHE)50auiT?4|ucg?kl$UcxHwgebCC1K33=|W(d3|i{N^@Lu)Dl zm{)AD;|F|}t`G9?5L1$ocYM8gU`I+Z*Ae+ZY*$-&`8yIvrCOFDpa5X7f&tb`6Hs_k zL^@r<3)-8%8QjlcE5&Tw;qQKna#aI$%D`-KN435|#a-1a1f?i=H93FQ`dRu&&W`>? zk&kl|-yEmqP`CRybzqj|$KTR2efmrEXTS@!`Ss#2^%KJ-v!C7x_jO^l83IqC1L)LR z$K){WwwRblDiUX|M8q12*Im4>>r-|&?<#f6IHaNUaCv*x!k3rrN!gt%jhcK5K_5DS z({Uno*`wykzP46t(c&TEh6=^Bg5!|$@M_vxv5d$CfgDDPs=u@{B&Tay;#2#pN&J@I zlu-{lC_aVyT5Ma+3yf@A1i};sLXX2uyD+=;rq==3_A)yZ0{BT{`?>g`+4LE8ke-Ws))YPunVovZj)24pMl^1nn z_{IBW9B-gGgBE=bRU3XnE<$>%+JSVkN zBc~Z-3aXO#24bsX^VA3W`Q7XY(pPtAre&Bq!GfK~&LD~xCsDu`o7Of@U@{Skno#yw?o%JSv8q6P) z%qQ#cJ~GeGP!hQ0L$I}pfLNSXJGGTwoX6u4Gkr~DziLyClIFbqcQF)L$F zOz`QZ_c*0O8+4bDj{XE670#neFAApBT3mPj_&MdI`chx;dT8mXbeeNG2L;^Xc!2qM zA9;NV+f+bq>jZP3xvJ~v+GI8NlvSB}QtmB$ba%h54?fq{aY12n8oOyJC>;5|3y(8i z9u*)rwsw8i>#Nb(!GEe7b^02umyhjU7|;UAQScP#r;_OhT9yaP5hT?Ie7KUlyZ)bZ z`Jp3~^+TliM|R{C6Nyi8L<78a{oRU@6$nL6ci%Mjj`;gNLXZji0cLl(!e+DL&2cbo z(h09kYwK2pj(BKU;x&W&1JLLp_<)F6>PTJRNi7+Z)iAd0h&U}ulr<+u*efNSBbFO! zQ|X}wIkp`!BxvK*h+YRF|C6)^@4(Z~5%|Kt5st5G^v*fyzt!3%55Fo!Ri_yv?0oaj zW$4LXDa~l;DRA{(*w@s(PScAWR`nW~EeH4pyVA@QM!Tav_H`M}(;}=wh=TRe+kzYg1pI*dCnVDF{30&1QFh=)Q9&Ak{(t04*BT z;!lb&#@rfvA*GvcI8g-z(=Ql?sB{98lQY1FN)tvD7h+xxj#?y_jeMj;+-3(Bw0ka$ zEinojxm=Ybwv|pknHT+B$c4BDp1yR!rS%nUdi2Djj5m>bPDQo!-01b@3mM3ZH5qi$ zx%)?(J0*(#iRrQ)*?GZ*4ey_>WJe)S>S@w8NQ4SC?8|mwy}f;OYDj;;K^Rh_IuAUS z)KdaLvT)}4V#fGtTEUYL(uI=b=%EiN!e;~D$Mhq#17`FAe$B=>_9j|)SPIB(lUj~{ zFsusmyEpu-FukM^OEx~GFs<4-5)Nz6M-%GEXr${>^M|NB3Zoc#YdNeCsZ9<;ISQS? z*PSR;+$9ZDd7**}*qNea^kCDySu-}I@#vJ<>W)K%@Ca%4H;vOtoL02`Ax@&F=}kUO zPZm9|0=!NCI)Ct#Ec9xDmvXK|*~g~)pNqG@wTwG+oP!R6(k9BPF;Qh%5o&eaO&>a1 z6h}pPd0)}SC`VtEuf*s9KUdJWL9v({_4n9_BK|(`ZlT{16McbW2yhNB94{z)=Om9e zrsJa@!msdv)5!9n`JYu@KTI3Dr53f$wJyC>+9$0lJvKCRQT~+;C`iQKsr=c!c0dm6 z=cj(6puo8-5kh1ZtKYz7x={M#iQl{pF>|f{C}DrA#OCH3?t`{Mwc`7!{b}?>fydy%-W9XSn7t!|SQB zqqjk>TapyP`zh;w0*glo6R-B!=B1K8m*9R>^~@zv3rex6xrr)S8FboRSbsYj-M|Y2I z20#_7gv#qj-2tw{G)&1N9JXJquus#rbo#smRf1U*V88E9m35#SWC;d90_Er}OjAJz z<{(G>#Vquwg9}YJADaOLhZn=;a@!l}S$(4}VY%X#XO|n>W^ z!mbDFn}B6gP);fz>q~!xF5T>W0yv;w&YHAPXlHEsjuu<(dLMP%>=f(ffLpa|sNK#_ zu&&?kqZ?3InXARZk0-kS46}2BX;Jt;=vg`tZi`cH4)E7TJ*7dsZ9i9#%?S%qMB439 zx9mqgr}7Q+vPSlZF`p5x1jND++gzl;*(M&pBxu2Vp%-HbJB4x>BoL}F>SPfzQ1O*y zLEfX?Fd0tg3Xu@JjhN+}5`bvkACP-*YI$4Ld!750H6s<~gRYCpgIqf^tkUlDd)2l2 zDiCWDJiVuTni9py78`*N81I&ufX0do$wy61mGZM9P$AmEqJUJlVrB;Ai-{uW6d}b z2-jXLKLN9@koD)4nC_{nI`Ilgs`!QTow)>z#Ii?Si*`1M3-U2)~wYz0v;o zHKOcYyb#UV3J;{W4XApJ;A@aUWQEjDv7iJ@(sJc%+ubR@_UW%bd@t&{!nS|K`F_(| zVl=a9kjE8t9fkI%>#iI~RJ<|`7Yd=0ru=?a)++{Bh*c2TK8vfPuF-JF1ns$z_Ag}_ zrfIAo_3kHJ?eCrDr@x?vWAp*g9G~ zAl8Ys-XG5iyNA-Xq6pRKsZLFr*^ZlYA8XMS5rc6Hyp_cyJG}^Le*iI~n>qU2FUd6` zv(E=Uy)9t(YdZh~GWz;(gnPaE@cU}D?fs@9kr{+C`^{TH3092U+*a2ALilQ1!d8_MOFog5s`KBQ{1Vy84Bc!Mdk0fibM=D^S|RcuMjN_ z6?er;^hqN3pK#AZ8_GK}qOzFm9AFjDEdq)t;y}I&sFFOyyUm(#k5QWPno{JQY{RML zt23dQhm@8(tr}e$D`c^Y^j0JCr)#v|F(YR(Sp$bum%o^Zfp|VJ6eE&TEhv)9z${O z2V%4x9Y8ik_!AXN-6kIW{AtK-UnxqoR7(aJKDatsu`Y6nojbAD<(@A4G(2;wI%-K* zYaz}x&j$shC+lq7X+8U8qOz=DkKxBQ#@gBlte$mkG~uv7uMf*55S@)V{{bnQD(uZ2A zsYFzCmI_P_0nv&(-xK=)=I(r|hJ46inNTz4PcRm@n1!DlKSJj=Sg={c9wiUP&4RP~_9@ z?7dt32zgNM`ZCRquRNo@?}1F!=LPfVjJk!92~{VAobT$#5oMDdQu@&jx&B(I|T$+caS^L`|r2X|%1I(QF^+RY;6;uE}SFBP96wa7cL$)u;u2^6SMGS}JTR1lWN%HtNZV z>AD*WJ`il|DP0}*)Z8cPLn7jn+xr&&u{dNUkTtEtejR|j-op-XLdr_T`%f7w{E6ha zgP{4_Qp3hA>VqS<;rzZcg+ksCh*a6cyz$5Qo^P!@n&gbP*w?SQ6ka?EEufq@@tihS z@b>R?d>yA;W;qPR3}t4BH(xMkPZ>=M4G$do+-6z-2x?rscu&jwa?Cg~Tf}@hG@LtM zd7bZ;1*$9|BTADzY|gqjoZWiK)jqp(Xl=PACdLU+*c(XW(ecqN1uw9%16HnPiVqK! z^2S6lX%Pt%ey5C_Py@iDRzU-8!kRvt0#S2^4 z7nh9XcVGCeRbT#d^w1fBAZuXsY~2q%V@EsY*NT>w`(pt@dak>blaD zi*HoN)bPgt8B_QGs&DsD0BdkG;K=<$22j+qs?hDi*sY!%ODqR5JViZZWZDQm_!O%F zIwJ|s^N#Z*o|fu6diszW$A9PbXV2^}Ld2@>80_%hAI9Eq{& z|9Y$34#!mf|M`#de0XJdar9rA7*U1&k<0n_k$g|b)=;!|x<2H84*7q+>VHj&^q*m> zWs@=CyEO9Fbfgu5=Wl0MK%DGC6o=Rd6XX8>PdC_kb@e|$to>(sAsNYDKi`eJ_N5t5 zE2X4W*yDaAA|@~IR5&#zJsPNcUFSOiYFQg|45f_sy1bk8GDE(rj+VGOU7dZQqUUT6 z3LrXpS z57V?u{$y+T$}$-fD%O80I@XxeQ&;3hdxI8-{G3#mE-@bkDRi()Qk0$*JPz|Aoy;Ez zcl&7+?lIS7%KId($`v=Tv2lHkg7cu|Y`&46v1?Ikv25{YuW$WvL#3x6V~+lA8?PoC zyIZ(;(QSy;4fsIpn(g`k{34qJ|LdMx2vuOnXJ7ATP}CXdp!3he)gPFpOm^iGE78Z6 z>^^2m(K><^cQ@N(@u|;pMZ5SVr)3zJg}#&b2Q{P8uWINkD7D%c(j=ziqa~v(DYp(N zXZwr7n{pyPYu2P`dpPM^`~c_}Nw=ngBi8m~PkIl0kvJeTPls>wL=1Ie`;_KV!$MOu zCd;Ja*6b8p)k9@2^n~qMTdak(23Juns=|%@4wfRrzOWrg`&+;Pp}*{R;zb1P@EKjS zN3Zywt#`GG*e-#tm$;Kp?99ezH{3j2!(?BjOWIFVsO7N}E_Q0npN{@qvCRMWF!!F6 zOjvM<&Hj}MjgTYYdb`?RYnd5bMf)M487}a_*uq?(tOb3J^0S2A2j?tXn~t%ea1W2CN%R;5-?i=0n}&*g=t9$g}ZL};#OvU6(I zjkezaEbP(VX&38sxZMW$j76F;Ea!U~rqDaCU6zThPS2nQyj5I-+I(-h%7{eTZjA5C z-VG0B1`a(xzJp4?Q4~6c-LKpjY7Y$Lh8|YHmWDKlOiA3DQ7$m$*S#dlktB)o7`+Ffo%Kf;&5(P zj5JyIdIP?(_ApG@)@;1s1AQ?=(mhFh#v)ZSe$+8qlwH81iuXA*PA^X5R_E6uG*^R& zyr(K}yAv{Z`_*1iVPZ0_bXB*Gop2l!1^N^(?@;JARUE4#2i@0rI2tx8Da9PCuWo5S z-OS2mYZRW%Ty1Oe^$V<-g?_+7$&xb z4@9VVRB208I(u3m7m|RJ1=p*)Im2|U#xDu$tEn_q28y2T>XK7>j{^r=K63k%L}>aI zI5M8x^|J>a!viS_%u){w4z^;hPAHej<{@pi5_Lj)UnsBC-*^VmkprSbJHI5PF#{)4 z5j8-S@h{@^i2`G#FnNcu&`MdSrKIM`8S7-@ElllVt08*yG5NlR;r`9D4jmLxxtwF_ zt*?W${A15H;?lU^JKeIfAs+&zR@S#2W-N(Bs6V14?bN3&v@6$au{YX$u5wZYOvoZF z%UVrY)U$htF}Z%iNht zG4sk?=~nwB$R1&BT@+^T z`D@DoGy}~paZ6!FgE{C|60kmecCKS|4{+102p8qm#p2h!P-vnjH+$RZYgftKa9mZI z*%lz|iQD_$C-;z%)!Duk6%M#U|KOx}ud$r9MFoV;U2xBK&ik(GBN45++8#f{cc5A9 zoW~y+N14gBe1)!0jP^rt!pfz9*NDNwM-7wv+a^bw-_{wkYX&$Rj;yZcT%}(5tdt0-<5mj5hHrPA*`hB(z+*kW4hLtPl zQKhcmz!@6p5r*X?1mOM{GP$YXI=vkWPgA zstQ{!@!HZ2{qyt&r^V|rLZLU?j65y2kno0dJ&bnKY&h}S#EFxUYCRJYSKyTfHKR{g zm<;Iz1W3Vfwmh#E-w?5KrXD}Cl^2{tdt7o)8vj$={gH!0P$vtx*1T~+laiV0@!3F} z3%BkCzVy|PRc*d28#Ys|`$uc%=bu*sb$G-TesFlZSQcn8abpHC-6M0L)0wgF-s}}w z1tJeC|H}TU!@&iXW(O8n4kKTxWaP=;a_xgF`HX)NRu0@o2kvAoc73)bb+APOup98z z1o!hr_)wqlJH0M8op@Z0Z6gwMe0(9B=QvW z(Z^aW8Gbvkw9WmAa&%+lBI&_m7FKH-K9{25F#6xG>A4t@$KLuO$Z~#|S;QSn|5eDi zQP$aDiS~yL=B!C^U@zkxNxOM==fu)@LuUtOMPv~bv4!*dtwYz%sv8oo_Kc7E`Hy_a z@?~zX`fEA<^Fb!DKO>yhZZIP?DI;Dh$PbGsSfye{o{-X~n0>Fga-Pb3dV!aRClY|c zolQ#rz}}|u@V1|r$N7|;^Z2Ro*vOh&p-=Y*5t@)z5=R|^2EhTb!TxO{!THfC3or$tMYKjC{F5jO=3O5ge{rm84pXwJsr9DyKe z-dlrDfyrKqJnlbv+P8X$bK=?BQO{r3CKQBWtV`oYL+JnWv`VN%#kU>vww1uWt!cR+I3rB z>OH)4&kElltoEVjiw_H=R zc4)G+Srg@ztQ!R zT65`1ScQ(@MFYAlV*S_vlP&c0YHeb4Leq%86OR&6P(F$(- z9qY;p-ypkG3dj(IYw_|wh$w}4H$SLvdpQ!hM)G^bE`$>-SvLRoykK0lg02)yBBZwP7dJw=4|18iC|5W0!f(K4$4B)5K`uW6D zZcRovY4hiVvKM&rP?a-^wJE7Q5+-jNcJ4};F73U|EuD?4B|;?owVSh>UUR>~WCJZB zT2|1O#r7;lu#nQZdnl)bh+>3DNL>Fq+u9Eld9v4cO;1J*Lyk_gF zV@rY&3o4d9&l5z*%R0!Ul_dNi0FlU^w}*gq_fK1al_P^78n?73_fT)EX~x@h?z>{J z$5>hZ$a)8xw(!e$ss2WO!AJ@!^1mH46e!GGF51Q)K!+{; z;6uE7E5AURU7Y1kTN!Tr8%MX!3!SS$sAqItkE5r!hlMDn9Pg6$Q=6QHgyf*lX$WsY5Zv#W>I&T4GH1Ic9+e@w&9IXjm?VXKh z3Ge~@+Q;Y6X&#s_V`iN=!PG8y)1Mn}@|bbl>+ zWyo^Zb6D%BMnKh45J13(X!BC%3Hl^i#CcZKd-aGglLikQAq#bj`*U$GSD>QiD1YwE z<)`wc^etS!1779snYk4?AFXGN`o8?EG1fV7(|E81KDL!{CmGJ%hHdk@_6U*@fxc z`q{OXgQmU36q(rX7y@$Kf~C&ReC1XQj40kZ8Ow!BkpW-wn%XT$;DxA@AoccJ%T5tVt`OTKaUEj&>FM}pT=Oyx;+jPu~Uh}-S+>=}# zXD;W>2JO+oy<@`blfr|>JsyMT*!l8+wMa8r{E&(J=l+2;=TVErE}m%7D~63Ht6-bA zH8=WxCPm$&Y&c!F_S0I|bM1X7pvmx0?wWZEE~Hy)cIv+!rw1?X3T%fjdxvk4z2=LB zNu(D+S3foUs;Y!`MJa%Am%ma|-HsqD%44=xi=2>Y=aE(6vEb>_(Tg5mAB8Uu`OZJ^ z?@x!ZT+F7^AC#QLACsRD4=dcG?5!M<9ijYLzo`7DXCSL{{cVN&( z85YJ#+-#Np%>=Q&j}=ZRv1~k8D1>EeRQTyCQwv@8QwYZgUpnr7lS-BzEcAURrJV2O zM3!YSUslR}e7y+~)@+ZF*%$1uVHgMpE?!jL9sad3MqliDdsw&FY|~jScYfm+2fL^n zsZ+Q6bQUvBJG;hcO>-LPyC@uU1W8?(UmIwt^Nm}23LK`$!ud9i-ejw@m+-hW))l0* zviJ0y+RKWlpKIu5M(FW8rt^zVm40Hf`WJY&UKs(RbUba9zL36Qf=n=XEGWE4IBb@ZGk?FoO9WOdrH-3z* zL_L@sYD3)MmP<*8g3L0ubmuc|`chgY&M8)t!d}v3?=RZ17sKG*un=t-j=`u{e$&s< zaq_gF>&klLCAL^?J3VXTBO5yx10xL-a)guGrVgHnnbqrzs>a<$uS#uCQmF5Qz)faV z$Csc@k5*K(9H%;9@1cx$hV7`&@nFQ#qoB{MMqLY?k2AUFhb`unp*KVMyFIF>&TS*r zzlP(zxLL{}ISH;SNuBwCAB5c0@VJt>7cy(9|0ILuGIDgSV5_Gd=c%&CXay+0z9dMV z90t~E?HGqYj`U2$lQ6B)OK6RJuZeH6jAqnTBF|dexbkZ6LC@Dl(v`(rWd{jb*cZW~ zx>&Jb`h1|D{pRpa&6S$MqN>2}0{b(UVXuO!11A(_^(?!{^0K$sdg)fPI&_OcoHXQH zL)2ZZxmdbLZPq_i6Yf7RhL@L@nG*A-piNur*ou6gy+gVms-* z^q{Yd<^BFZ+>?4ZdvmcjD%Kqxa$Deto$s1vPiSfbeRfGhVp~aw?P3vb)YEPFkBS`t6Gr0&&~j`v_#kSUP-ew7u`^Sxk7IPUb*L z)}4dH7y&)Rs9S4Q`=N;q@b>qF8q1RI%y~2S*>uZ{3rK>0J3flsv;pV#A{fou(IN7@v zS<`qBqJX%9PdowP@;{nUDD8nEt!}NJ&z)L_Xd*YId!lQRYLU+q&I!}>_|DxXo$EiT zwBvHF`DWiQmyJ;JlnP_kKQac^kVayf<~22DoAQuVr0yerU=&jAn`YA< z;PwMI{uyWFrn4;+eOgTWaKFjMjam&WSto^fy=W(7%Ti?XAGHHa+2z3g6u5G-OG#AV z2C|*!q(|+15?h;EL@A~yYkX8hXaFSIH^AZDC-fF0b*z!F;3nr#vPa;YKeF;YxYCTt z_tx!5M1JUdi6Il%e8jJdRy^eB-v&O57Q&KzSaU^5J;2#4x7N^S<}I6`W}h0YCpI=m zwcn=IiMKOoAkN<_q;I58OYf65j0a}>-lGraj}r?M`%7f%!xA+0sj?DxyGo*IktIG- zTj|8wxcc3Wfp-vzbG+NEnXkf&SSAYbqngKeM>?NmU2>Tt}<-K-#@LSeWRLiq5!Y2Y^_Ap z9Hw05=H_H3offY1uda*;NR?fM=bT*UE+2{TT#j$-@mUy?2+DG%dv2+~wI$(6CwrQb z8_SbR1QU{Jqg@LJE58+)d|fB@Sok}C>wUkuThEOdY_Fj8KmyBly(tTOoLi43Y__IV z@C%=uw$fP~7uLV%j;b0Fkjisx?JxQ$MBQxSYXUQJe-zd~A9%3Zd6#;lv!Sm3WXp`YaDcVJXW$)e z@hdVr$nlB|NQ)?tP^G-xJ~5Zgs)-2dvwwJWZV~6!80T#C(RO$}M@6qSsKKaHrs#Fh z@_)vYQpT?5Dd@myOKzYvyRf$nGzh1@=G`!Zgr;uoiB5hCZ!q8fXoWvW><@Ml4jy*d zST+mmeucA4N!|66aUrU%A2q!^*bMjeJ>crOoH2dn07k#sytxM+RK9&`D7Z0ozE9{S z&JEa1@mnj~c{FshC3y96tWuNxKK%FTNaC_Nl}MHSDod_B{jS;7IA~ z>@(+Iw*99}#eL}`fZ-gS_}{+8nou-hbA?7GtYUXc53Bv_kUM0{_g@~ufeTCjRwX~9 z@c%>u+LRZjA5M=D-p|sujwOfghkt>D$tpb3V~_PverV~p{IKT8Yt`*5m|AVe*j1Rj zQ!_eR;QxBZ|C)}Yfmu|#e)8Gom4x)c+xECF8DP(!w7vpE?z*&1wR0n?2jf?m)EeuT z(Jcen*1$gf5A`P@P#J-p6%)E?%eb!awHk}Wx%rC-?OBpex~-#D z^qczqvmVNkNX0TG4RF6{X#J16+YItqC-*KpZZ4bZ{#N0=X=jL-{;YE?U`!>W=v=fb$Nu? zP*TGwIdqS?0s3%Sip?awEX`x1O7Poqji@#{!&jFQ?|$^-sA3Qs)Z>xmgp|+tW&c^O z^~uOiQKJs!+{&+o@h>MIO|fvq_THri@B+G0PJDI7rgJr`N_z0q3vGxB`ADUF>ZZgtIBCQXAzwY2 z$*#LLExQeNg1&rIq7mNKP)gzK*&#NkC5(l_Ax`&lomfo+P&PE##j+vH1bP?uZ}(@6 z<~cEWX}B(n%Y7L1Jy$L0gXE^1?CH8h<>{dWqFRXrj9NKWGOhFcj9NE z0`j9#QeV?SV^uK3gZ0TbbQDMM>!r%1_UHg={zU)`qff_x(cK}jH%F^XTEwlJ0ZH8A zGppa5+8<#b6;D0dZnLEHB!=?$p2g@hp0+6O>06{eY~>o2=W&}>Y6Dl*BhEWLTath! zqf0_ZPu%f%)2g?c*+cuBQ{((ne`eJkH-L&3(2O1jX-^OESH2Hxg#Px64$?e$elNu` zcQv^_@$YP(%G!h{%fI;wcOM|L^P~&KFuN`+ell5quG@3$?{%vX$lS$vhz5E+1mXw4 z|NQqEVhPOmKS+YEXW9RP5)K_8~opbUH{+bjH<)5&9*v~ARjQ)OQoLRu_@q2>5$4)z5C+NGr$IDi>*P6|DJ@(;- zRK})96@4-Glg+%B&qb5Tg95?5eG8bD8NB{8^8Q$E^uhGxJaBs190B@GHR%={p$Q(i zteAJY;HUKf^J?U>@V^_?)8FrvqsB@uEd5WH4}sx^{u5u_ zmyD+-kIS9Yz2>5g_=jzmA77M`oATQ9_<$J-FgHRBRC;K4~EBHny&l46bopmm+%#Nv+{l9i#yC}+z?b;~OWwpNtH2os%MtwUwzupn=f4f;{cLPMIYv&plBP8+yaq6yJ00*_l^(a|M(}*8(UZ}cQ|_7xQ{ToPW~)zZfRY85AT|_WRc&L*v|yo8QVUpd z@~g|qzx`d&`Zr}P`5D%kYVogxwW_Uj`1EC88@?ON^w*O;K>kMnm$TtIe;>&Awlm#a zV3#Kvk7ie}^*&G|92#66DswwPJB>DPxugEBhkN;*&4n0ljK~b+BXei5c8(lWlF$-R2oORjp_h;w zIKSt4{`VQ`MN1!f#BB}K3LLFQ=qKESth$Z zDi^iW&H!U&M~DMcDjKKO=H^y(jxSH}$ z!t`FJz4>n^D3?bAK$G_zN_y=4n_q(G`_9Qx?keuC_RW5d&H~r#mxVY)0+XhkLQ&m2 zC6j8U)g|GjlxwQJ@VLr{S~mHUtL!OgF}2B!-jK5wn*9p)uv}?W~}0hsb){& zx$>w@Qng=aHK!0u3IZdQ1Z;UFI(jv>>v3F|<<XRTp4-9o$Ww(;t`FmTU-y!K7+qa&a3LVA0$wz}fNg>2z-|EkjBu z-|<6SR|7~dZeeey&2;mwS*mAa{|H$;_eE~N+vU1m>8zbhw^jJ!#rwVc=!sOLbqJV^e5i-paw2=LUxFAE^KW$#kZ_Qq<&nJMTs%Jtf)8tD~fX`2-l z+ikCJXI9dMwfCm`eQdKh8Oc8BDN{jp`n_?H334C6FDNNet2a~B7&(zeQpobK^-Nvw z@ZTjk1Wyk`@PYrwoaHem%Z84A%ihteAG4}@dA2UDCOLeiRw zqKP5-h|XT6=>$Sq+~%30)L~1jpyXw@Sk?jeDlDXmxAW+*+sB{cB>oC;rA5rZ)dWAy z!Df?k?q(HC&_|C_5K;8F_s>6tCMWkJvK>dIAYfzX5<9VIlvY?Gn1zEuYrpr-TGGH&X3s7-MjL$^mXoRuTFAQLJsxCWzkiBg_D zO^N;c?hp8JBx!bj(R20H8$)2`n>rZ%NkzfOzG^!9zBoZNOMS1S#%XoXO`jGjOVJT& z*LbJUG7Nt1&8PmO+*5WBB|R@D@r~uXzVKmVbMqNFT_7CF$5!OC(C7V=+i5JU9J}Z; zgFLkwxBz!zZOYY-^*1@5N(&=h3>f~IKQ6vvuG<+@((_=>x1+K&jn@?EN9fkONVYN4 zW<;9ZfoG@eO4!VRN|XvyN{J2gG9lrRQAcUaAW=Hb2vrYg+g54xpwJjY5ouusdrrLqm-*z9~i->g7#hoIU8)VJ#&Uu86a5wqeyIp7|2e-(Q(+ zqb7fu^jTuIDYC$_Cw^{RO%#zw`hM09O34#B8tN|EJ^)mV)HK>jp*1g1?J3q(V(1%QV8k8v1lXz)!t^OrnG}cdgc8^uZM9#ReWQC zZ=TS7^|AZLaL4h<`DF4qKc_OwsAby1*aV+HLaB^O&|qYqA4Z!@lI8idQ@!yp0H2QY zow5x(wT>}dkPk-npaBg?r+Et)*ehjyyxkJ92?=s--f-(p51C7-QpS5FRZYR7;~Q6+ zz!BovVXFX~wcUxK>Jl-*xtSK^qhiVL7tiVI;01gpb9$x1udXJlD9woO>!HulHuwM- z+&yH;-iU$u#$IlqJOPe-r(NTnC`!Q_ncjF=0G_|A`Chg8*66vXzI#CWcjf$BdcePB zF;-9|L7!_kcP7YvbU#LeGrhk4U)E0Zp8YMd!yc9B{ab8dY*-Ks!yZ}rRf~)S-X1_3 zsYo#cI3SWJh!TKZK>?=6UEA zzX?p4UGLw3>5>1KJ%9hN<#@n~k%N(L(>z6be*XTQ4eq;HClTa~MKT+u4_7iqdDx5> zHEt}AYV!xBwO;)rC+i|D`quG6rmd!NToJZ{?0ypd+w*XSikjAuf8a49c$g9uw7%Gf|5F}*XkQ>r}K+GL9`k^wRP$MpXVxcdKu zhW%gPv{XssJ^Q3DUij)GMp9b0sk%Y`B7#(GMnxQO-_&xHE`YIkr%le-z&;ze@;Q2dyCzD+6^*;MQ=Dp{kDb12?ESa|%`St*u4oQu5Gx@5&#mJXaNqr~W zZzKdDwMYv*yq7u?Q=rQ)nvmRZjA5CW{xNNPLpUoFGUo=Fa(#aY={bGkW?*_9;9@=i z^h}H1!}6ur%Iq#OoUWZccZcocfVPI{{y4APEWZdJhS!Jp_%1FD^*#&To}mX;q#;C< zN{kyod=U-|@!ijyP&w%8(&qod{-6bB^fP27#wqm%2XqyK|7JPgq-gyfE;E)2VR$8e z`So{Kw|jU?uaJ&Mi{bgy*E^A-ncq4XsgRzXo@N5vT7*k-+S>k(iMl42ox+HyG>D;4 z`aX}!cry-hIJF>Tj>0f=O~C2ob2=C}$bsRbijeMhXhA>X&uo}TJuzWx63+!p!**-} z$)%`cA;2@uH(c}wfOhfG)+;eO(&M51BG~CGLr(V%oRS>|U2`2KEFm{Xw5e0Bm?^KU zN@41V-wx>eH{eN6uZdQh!H3dm2*!$hd?VcfAj8E+3i97s7DcBi=ISwAK;aoi5-;Hl zk6%L#D$cU=t_5E7-*{Q}l*?C_h2eN%V|l$ygvssWHmor;Y<0b~%Yx)qUp?mLZVlrV z`08=K6i0^tk9o>VEG0!tuY0eD!0*JKpu|8(#ZF{ohHSSJW`OP)Ik?8E5*+{Cr`LJW|L+IA3C}PEQ#c5kUt{FXyR^_#U z?s#?F&XO+7$jm;TJhT4{U?wmU%-*^)1CU$elXZ+%(Vwvrd_!QwP|v%I`4l|N@A}56 z=h@wNXYGAtCQ;VDXV*8vVqEDFLxI200{tiCIlNdpo3j z*gb0QhqMV#`@x-+Lfreq;~->4pxFIzJmbS{XPOzBTct3LwfW+Sa6)BQ!W_aE;GrDX zzbu(jA>gPs@v?8^@yZv36RYz=%<&9+UypI%iBOPkz&NcjgWREK2F|ChWb_&USkXv_ zp>$5Xm(J=2adfc1yDs||0z>>V@(DfIzihMl8}8kKsd5-)aebjtf13xAHFfx+A-9Ad z7WBmM{J(~;R}mo_LJ|setps|IT+ikf*{0KYw&H2~1*;gF&54JpMe6R^4l>j*S7N8S zDCV_#II-GF^hxpAAZInj*>B4+Wyf`6YA>)1CzvHnC!AZUdt^bHM%4iM^BzL^f}b^9 zU8qDk^hA8$A#LMv8`ievLs*&JeV;som-Z*!?3T#r-w->ov&r!N$J6pF0blUj zR5>s9P{&nyZEGpP6(CrDY5bpa@jB^`Vw*d<7!ebq3)|bO>?dco411O?a4WeDtKh)1 z`dD+>x$j{L-99TLk5S4J8qh}0Hc5c0u;2u36M4f{kOOa`RG5(+g}p@`QbX# z|JWS-zd0-ahw%Ly^|SkI=r70#LHJfb-q_E-^7MI$O(XVyVguoS7usw?@&5w(#7pxb z4COZN(334rJCd>HaEG2R(gJug()L~8Rq)XLbW+)m2`mjtBMfm>fNkdt>gO4>NbAY& z1l&S6LNbS)ELneva?W6p7XAE7xN=Xrr2UMQ9fNj{k6uSLHCfL~UFDW7kL=km%1re1 zJ!w~_kNS^o;ykR}KZgTLllyv0N%4OI*GAK(9~53zFUQWg3|N_)i%d&R3Wa77bYm79 zjG(AVp^HoPk;iX^Nz)0>5?2(p)ahD9?iTO|-vn7jbQ>1 z_|65K4B9d0se<*apJ6;4F4l$X&-DzyW#fX>%H^H0JSRYb={pu%X0DpP;|=A^ZXwe>!pKaY(|s>NY#({UvrK?`(C%~Z%5 z3nR%gJ;Vst{2k=!tK|VjJWT)N+9X`++wo;1!4@$^qNtUPa5;~uv6c4vODgwpUt&tU z2Vd`m@11Gd8?Zxk=*IrXHaFvW?0iu={@2*?rT32*ne`Cw6%=Dm{yP^dUv=CN|NXH% z%|-ON)oy;3#?GdCAH3qab7oY;p?PND{yB&~g>jaz)hRN%{NcxwG8nl0@*YRux1SmAf82(2y{sRsaxeORf;#Qe-D_*;{64$i1J5?6)k6CDDA{|7 z!~MPsSlf2K&FwP5*lP)jQ`7x6^E_kHz)z5Sllo@b9_&w(dDzPZnJK=2u|o@DzxlIQ zM{QMj?z7vN3xP+d0?b`e{PkI%pW5f`=QPbf%j`bhQ;M}M!p!$4uhZ)-JPtmY>6ctD zuvV?N8n&FQ9)WYUo@>>Q*WQ5jZ4GhDP|FoM-*MpHK66d&sf_JS0EO9yICkc0+uYjm zRMWME5)~nTi|}b%{|zkEWi5N|*m;o4(mfdQDS2ljw6+e3wBG$ZuIj`a%kQVL>~6h3 z0r2kO$`$_YZln&q#@STBXl1rSlZ8I&5ZP{dy^bON5r85!mFlM6?SNY~a=8x#ZL6E# zY4`;EHCUGfn6^x=^hyB!X`g#fN1-lM!>yRq&sq7VWg)BLO%A*FW^36>(~`;d_w&>* zTY+T%sjy0z3dB*05dzmJU8l7IeeqQnMCrpg9Pv^&>%7JI?ilWSkoqL@>J#k$+2xjL z>4BG-ZxCVRvEXmjFL-6i-+AYV9t+*M8qfwGQv=0=_hC14Ma=GG``?C9xC8gTse0=c zlu@a}@7R<}-GdoP9PCD9W%9oz4Kb=!W2qYEd6%WB_+B`H;Fm|gqEu<*sB3w>K>7Ct z1IdY((pOx^xq$a_e=ccaOh`j*E`k5pHrO65r=nWn3Vl669`L5;{m7hT{m(}JYmkrE zrUu~_FE0jlM{=l0N~kbVwIU6Z>qKM=`#PPHo$D1kG1xIoTTjKhyG{>}Gh;wKSYvITa2q#R;IeB) zew0~MnN+a@-*GCMs>nvmd5|vHiQZ1~!uTB-cq3Q+N=!VXOdB=_MpW)2jN{XAh8fV` z4aWUFt`nVb3t1SADoYKMi{oTO!1m{d`ugQU2#LMsrH0_Sw&ne}q2KqQ( zQJRrf)Apx4GN){KR!MfNCl*P~;5t*SxNJCHlOyZ89u-=>akQto;Qi(K+InBFd;?r*pX=}%jv!*OT4uS z2dj5#hOw2?P%25r6`EYb$2xsiH>TG3n!6-$aspT4zPHbk#yBYVTAX+>xF%fOa|Suv zaY3o>7PGBcqPi!NWq%dAN1aVJ?yrjQdt%i+D|ofjta-24i`+22vjk07$CC~Njz}^U8qHwF8N184PCJ3bNetCQDl0m; zjjaUQP3l0TgHYVB@|N9c@U7pI)EZeG`*5xcXcu?wDna5urzEFR*CqLP-b72g-Ym%S z&gNPP>VX*A~gRY0N3gh^}2yuW)h26#%Jf!=SXy=19zM*6r?^?vvRj0f<7hWgsPfPfeCJe zc!!I@%XjL>V0FjGk;{-@G-`&& zYUpb6#^ycx%d-~Xr=cd3OCz^GUPzoYc7Ub}c6=UH9&6-qq+J2t+Qi<2V&e>tlK^JBn25f~_da6gcdxH()hgacq zQtRUz_s4VL2`#;hl=PtqyZh~;L}qly_C2~vt?&?~bGC%Zy+&CL8lMRIPPi(tG@a?a z`&xPBz^{~lCt4Z(gKg75(Qu+}=`lZ2QO$x8^v+o7^dCFnzO4S9(y?S}<11 zJB4^-Vci{IDAly`XuPp2I56-ZN$;HGl)>QOqT8TCz!FjB=;%B#&#rXqnyX|#ve#P` z+N~P#c%=_90jYlT!1EP_UA;FIJ(V`74cpuN+J+IZmnZ2z#AUf;q96WzdQcJJ{D#)u z?(h2MzK#~gCs!G*4j!DgdG_Tz5c^C4=AS0wIX<|5`^<8GO+L$%s9(iDJRU%|+JaO@ zsPFwznJ~`+ccrT^#=L)Lu~Z`VXz>h^0>pU%OD2R+Dhp>Si~34}Pp^{PO&c54WNHvW z0ubm=Tj& z?y4c-O>V5UdU=mc7FM&>2$Ye{2K5B?@4a>@UHw?sOjFd2wz-$3=$^Xrd-%HvrGC=m zlT!k&K8y_ETeqh{0#DT!kIqh;?drj-54 z-1^Z*n(y6K8P2o>HOfz2EP<@r2_Q`+Yl1@k2G9*h9rtQhM$GIF*vI+aGj_73mw{`1 ziusF->GyvrD#+9`a=SbU46Hv!o@LNb*LvE_a{hOVm@X9Do z?!`*RscQ%%Y;5GQ;n3^E#1B2)d?U!>HzcUf|NLf~$0aXd4z)#}o48xs-q>?Z!zpv@Ac4Ipp+%lC zzX0GrVgIpMo-&fzZa_kT#JymQ-zE` zod6$@j_X!n^atMCnA|)I=;Se?x;lY23QSNFttU!kV@BybQ`ZPxMrs*Xu{7g znY9~UIrOKPq(n;PkjRkxPMG(8U_ob@NbMgNr<6~%G87CBJP|6zbry+UeT@@+3 zh2-2ee}>>aEF8sId{2EvDRTWBsKUIO<=B83_n-d z5h48Y=CX`>D(Z^#DU-&Aj&{Mhe%6I)P9L|b%*6BM0cPE?&5z$_rLXYuFv`0>TI9?q z@u!NB&Pg1z7@OQnZ-8ZcFY5A zDV;(8fjX!+zvO(jgzM$R33eEb{NLT|$S2_h7PF~9pS%CXfTiF)5`gc6y_Szly&h`D zv&laR%U#BMan>XU{-2EBe|In$l=#%uMqBfQ zUbvadv5y1{{PP~5{{4+@mC4r9Xu>g@D2ggvKW474dn5lv2Tx5-PcwWcE>`aN`eSf` zbHpWa%;R!?o&+0w%=ii8p*vqIT+jab?p<99>Jl4+5DfK|$h(a_gS-Sl>N~##>e*ur zw(>G!B91GN{n9zXvGmvIYm|?VYeQaMc9^H8QY8a4G%}n4K?AK2+Wyuyn6D@J_~Gw+ ztrM1tH5h-Qw7hd8SThKV!)a^2>iLw{{}!Kq?p2K=F8ZqYj2VM619Y=>PJAy+47s`b zcNhFW@o@j^tup+BAr9lJ1+hH7E0gKz{|8~i#s4L^_g=cZd-v|YB0;u(OCw#oR*zh9 zWi@pDELHqbdhBrs%3RuWMn;k%uj7L6dkx*Uh-mO5=l?v7)|#&o%d2p`Bz ztMgzby-ZGe)yH0GUJQ{&1b0-9#MJqJ12MT0N{pHa802VQ%iao@y4dGbuX9bv@%6fnNA6aVN@z`E2JC0#Pz`yz(igwP!?o)&aPYLi z1i?rc1Gu>;xu}AEUj3dCpK@NR-cqD_=klqOfg+T*p7_&@2ke}ISikba?6ICFS*zE6 zu?96Rt=q*oDD&&rqz+uf_f--HTI?{|ABI19Bk4#kj74`stg5JI3&3cf(wH*kJ)7mw zHNmwqw1fg-HyPQxCh|a+*F`uT5r`{l`DRScmWRY(CFk(E1WZ`^wWsa7}4AJx&_i>>8b6<}*V zhR-zy1$~oap|QZt4^5}RddTmUEWM&xUTHwow)mUuooC$59l|m)&jOlVJr(pOgjEhn zA=0R7udDmJ!|c;oo9tQ@LA%t@Kg1g?dqXvj`q^0CA8zPCw8Bbh*0%Q+logNOPCEQ} z0kJK7C$n@~;*R1LXwNYmDDj@U2kw5m@E*e#Uh4hgtUQrQf~R38@)0W~O#a!9rPBI_ zDbGm@GE3W&#Q0F`TPD}~VHnco?)jZt#bhS+Y2h0@Ie zgUcSFIQKFBTT`j^xA~+)fpo{c$ytH!#L*Q7D2`1EZLyIOX5|-xp?nv(hEOJRIS{p! zJ-}~g#wJUWHC| z$ERz#DyYXW(Fw&evTbEL-!q5&gO2`|F-*GKpoUaMhpFdyl@T*}Ra%A;)#D525pbg? zmGk$B>zEtp^aB0o|8la``?kp(*v5VolMoJU*kCIi)b~CV6r6iUw-%#mxb*R1h;4BK zPXe96ihhPc5Zen@D#;jOV3&3-A>El$}HqK@az~dit*M z+<9{OxGIBUd4BTxDLaQPByzbfC%K-4(v7wW?7CDrsQJ)6D;Qc-AKnm@ zjGf5yL#-DOei`Hb?@AOtz#guw=LPLWH992P_>38E>y2*f$7ycMX7WBMmvX`sc_;z1 zY11!(?-J!YrI7lMU2GpSLu@au^@f5IIS>^Y0WTfboYJ<^ekGceCjyW5B5%v;#o##) zJEo7UZMmUE8AT-hI!k`2Ul{{u!SmBeTf3)EwMY{_)1QhSm9p{)HOhHAN(TON0j|=~ zpFbM9ZO~x|6?zOR*~+9Bv1%xRKcXNWXH5J;2y|lvaUV8$ZXN8Mrco7ViR(EQ-Sr(y z+nJ&`G*RkK>z#2; zwkmU$+6~Wm!N6G#i&fO3AhIO%%!BT7w}dN2uh2rqrTem+Q@-|}(C3O49v zGv_1eAiuZD-`bM;_I<4yVw31EKjU4$DIXs2X*O7et|~vWtaE@gb>YhxB#SN&NoMs> z2y3cYzGk3m$EaTu_8=#^KOzh0;(|q9mC-A`WV*RR5`ua~^oQ0wQW%DiZ1PoAZ>w2W}~Kd6sT{ zns6#?s$6Aq9=PWbG{y6R@)!3(F_+x75{RAhtM9x~^KaI@HAEwERZtdq0ZQzfB(57I zN5R~mQ66w_#ikS2cM{}sB~uK*0umbzqKcHazOrO2D|=!yb{a%ay*_=f>Y;qFSb}Xu zZSHuE_m8k%JcDfo9+;&XVxKaCOVylz_f^5xOAbjx+QcM-kk1a=?>>2pq3Bv-DSJMu ziL7P8Mvg=;j!H0g-DW-KaAT;ze&pKD7)$Cwv2}s-e3_TD+|x;F7cZ4Ag*shavmL$U zwd>{m*(TTXtY0`s)#+GPqESw|?Zz2U91I<;}$ zKie%;UemVX^g^zlYEXJdcf`mtL)?u==+?jZ#b_X%(s)*()3arrrO5B}PMrsS*>b#L zTKOg`Z2c3LNC8RZhhR`$Z@O#bC}&4^Awzn>ZGe#aJqs~;)}u5LsO&}J-##qb&;@)& znt|*0vjmsrI5Km;yVOUgc_{reG^4rUN=XGu=oY8etnyDv?j+~3d%B$sn{`;ybu!<} ztDqi!R9-y*l)Mi75qjmLud4CB)0usu%vO@Za(*S+0BxBW&_2G}a&6_dp0m$qYYKk? zeVTx8)ixp=Ow-?e{%}Uj`SQmzCKbX<=V{E&?bRPb<9xIY*^Jfo!wdA*V_xJgeBgN0 z9&o?pr)aUBS)JbCi@%KG{`yE&yDa`SE|cY6EBKsv@}GGRmh`*x@Fo<#+zG};1r&mr8RvVVAfCc4gaed;--lU!t|Hs+l9^iuul@)ob z8)xAefgjP`Tfd0vwCf*txHhJp>lO-97}Sr8@`M^DlV)kNFmJfjLb$jgX=Yx{yiwk0 zPR69FxPT<`N=u^7zZxLOvIX$z=4KWO9;-D#%;$clyg8$waD>n5ebLL7mKy)dQzW#( zKEvHH*O7HH`T}Q0c$#qe=QQ)a(QKamh3z^*x+<>sI;an7;^Y3#AOCOyRMrfZXza*tde`JBC6R{t(a;|8XKFj|qhF=z(2H7KK$ix? z6y}I(^;+T0g1$Nn+WY{JUY0=hK54tlu%kTv5s=*Di#x;Fz}SQT`GGTdD;LLHKA$td zJ5*qy=RY%A+X-$S$=UjgJK4+K@MVpbbM1aIe-Z~d!|;Vi_+~h`)7=qF1R~q{7fOhO zUpYUSSV0HPa)kxuW{RQ?rWYNX_3Y-3Qby12BU|D+LM|5~qC0nr+-!F&Tx-FxYnSli z_?`)p9j}-IBRzQCuca@eN2t&jxIcE%ylNg|?weH&7Iai>{V3PW;ERx}nK6=&u8 zedM^)KMHf19<%S=Hf6X#b!Ow{beM-v&Ee>4YO|+S%C)`QseZ4#>%~-c6C}M z5*(;6pXC#0-xzv_s$f#f?2ygvbKg9sQPC%llJU$HtGExoeic6JqU8pF)H>zn9uSsr z-f7P!4^K_8O>Mi`hn@OXvg6TjnMH!FsFJbIKq5~$`jZ7#gY~=N^F8_H0A`C*Os^RS z?ZD-%wvx{C8DHl+=6eAKldHSyvqNKJx3puf#bvF+)RQxIe5$l;cr*7easwPI0n-OL zIwc*u^}3ne{NhgCPE_cq548@&Q@n@VAmY^i7HqTXbODDn>xWPW{U6tcu)K^q*B+EnkEwRwx2=P84IfCy(}Rzo^lYP$AoDJF zg|a_3bNq&T{rots@IoWpC0&wRjZ^^xyhH5J)R6qgGLVl;!{#$H*-&~>bR!w!jpwl1 zy>zr1C9@HO6ShHoSmKEzU%`vc9)=r|PE}=mPkXS-dc!zp53cD=fvtAWfTu)TjvfaX zmx57-j>?t2BY7-UtUNA>y&P9MVV-I4)O{~L%N8hh3)0W;4HOIj>yN`9?R9e>?GOrW zXXUqee&t>zTN*<)h&#kRB!8mCn|;v;4^BQ6!xX^RiZ-)m^ZV#6_P`xCzL(SAm~&jw z9z2HjiQwy2x zHrV3BP)QD!nBf+V#-@iY5o+ViSiedF} zW?ON(@Zw58Ghc+R;r{tdC&*HJvO|+HRe~5$@1rl-|F>W1#f#go<*iU2HT-si4iC!9 za@>`IpB~NrxXFF>FUPG9eH`6wBl4Sks~seBI>p+jl*iqq#p z2Hz6$IfzN5ovsZMt~0^Fnty0+toMwcO8($l@Lt>Lo$IEIk4Vpz*3)ma?6pXqft8Xz zn6`W~;xlJUeFzPhdIoeXEC3R$*oxDE)w&;{?3DqEMaX2F0u}=J?H$DjQp_9vk zwrZs}Yx~|3=z0MR({#7tGBkHKY+zETLzQMsLq+6e@GHys2r2c*vs_F{zlm=d9UfU@ zIX@|1YB4vM&f5}S&d%o^2+MdV0B!jUS*^F>-zP(eYMG6>e0py$iYD%bTOZu3L5|bc zdFyH57Xp!rE!0x?Y1$=3yvvu7+UdAIGO!BHs+~!Z|~?%55rrQTzB>zJMAJ zmGA>vrZ;r175UD6(m301Wjy^BO18KtQSGP(4SO+5;T&J1$~(I)ltz5Ly61mF`x@jq z-rBzHsOrsFesF>YTC0?9Z)SQwDc%~h79g<~z0`^Iker&l!uag{ z6rbIwP|H~Tz6Tg3p-p)toi=mORn3}QJF+E)!yu%1BDSdyq~w|7 zz~`MsP%Tm+dJ52NJPvmn=aA*WjweJR8|^E(${C9nomM>1Rh$F9NDiSj%)y}KSeUTJ z`wO+IpN-TSK8pu1Zp!ph6kgz4HnjI-;WivKP+5oDTsm`9)uJX~I*dg4>LgdM6g+bA zhCDW=AJ>biI@V)o*;UE$EaB&@o}=@N0RXx`bI;^B6Ef%5e1)={ov{i#?00L_j%J`+ zC*VT!NjRTP=iuxo>T08HVgaj--8%x~2uDysppUU}JV01f6tkz&{~6M}+gWnLmweAE zu`VeW`s5^BZt?J<3?n(4LVOaSS<;M@LC6y1q_Z&W_(@(vNK*wHS$$zj981=J$MO&Y zK3Huy>M3}6xVTjAZ-)fTnScTV8r{^Wk-IShvR22}Fg1zPSV55QEm#Sw+sgPQ3~&ET z`Xv~&W`5q$b?Cdr&gy6^)I0g4rcLemQ8R-Ef%1@Or;Yiy=g?`KueS1BL(UzaUtpSX z*KZvKH1-8Ioi0x{%)$LSV{`iCMF(VYde3tE^PS`VH#Yu5#M?TD%g2{6MZW*v`@~7d zWn${T`7e1?j{5ID@FY#Kpm47u(5H8J*V)5^9eUEN0T#x_#shZB06Dp*vH#9Ymv;t` z8fCJ4Y9Ui<9LI&OiSYSu9fzmUgO%Gnf4sF7oskCsx+?5CO0-oj2Oqb1YkJ1(^o$HQ zJ$xes#Xrj(%qgU6MSI>IyPA~4e*&zML^1LT+S9t*`64!f> zV82!7LB%|eAOd0WLIA+%^wi!%_@l*7@4ioS@* z>mE5ce3pfRGZt|2E?$>uEZm2)ayq*e)L}Q3JfH0RLcBj=z71F4%zpg3iLJt}Q+tpfLF&%&Oos<1+X5~9mT5@CU=Yy0aDOnr;;}Twv`M!)F z0yMo8=spRmeSyo#N#P-E=l%=!{i{=t;Vo0Zm7J5OoB_Q(iL!g`bor#uw1yKx$a-D; z`zqs&PO+drRcHzd{Z0DGNwn{`NllDCGZ2@?-c>uaXME4ESa;v6$TYn@GT&p%+Ar8d zc-3hGafpUiRnvk6%97d@h#1qF{vZon8iK#3W<Vy6VWTDS<4Z5*_lIm8 z)ie0;H>7P+L=*D+QZBmNK3z@#C={JXl5`v(7jlgcT>QJq_=3*I%=qp$NA)Pny=FeVQ2!K2+;w{- zs{i&!)WBNuAKxb+Pia=DS7nKzFRxTbaE;CD=&47R9L{s6f(wjd? zuq|8Z>99R~QWhm6yEOVU0xM9`P7apa-#dRw5*ESm&OZO&44fR$A zOjJF-;%WGcXm8Wrk*7s4axej1?fou<-5aQVc#jZ}STL%2NWIC8 zUwYSmBXFnY({CL<;lNqeGzX(c0ylC)vn7Kbg;PXT56dMJ~P;s+a)4TN=X($#is z8e;moSxn>3*#|Yl)HYpz$qjapH=K?5^>iiD@m?JkZ*#sRwxdQWkL&Tkv?6(gJTFZ^ zm=||!V}HCK(PBl%RP_fmu`>yM8<;_+OGXS~n*I&|7`!J0`*3|*4Oa?$In6z^k-ok8 z)5@>%=sfyRHt_nKkM0xI-WHo@OAc(e%#05)&<{2SQ+n}m2edu_^XKpi)xlWISw>i4 z_k~=w;>-x?ow0R;=2FH-SD&~ldm6h~3-Ug7)8B+Kdmz>P0Y(=nu2?Nu)RI}HwN1d5 z0Hoe}pv~6zS-T{5y3h7GJ!7UYuwuZ{*4pcl3RzIG>S|}=Aaicx%d*K^5@6(2Zh3X7 zbLaS*IdEO^jcmen7g$rE_YSY)JHf@@gM|E7*jeNC9Gmv#O}`A&YAjT$yqCj`-0;D* zDmV#>@Apa;vvOjqzvR2~t~!QThNz@ugGg%T2S3d1OGitv1dF-+7D+gVF}=cV7ayDo zzqm~#Cc5sdP$F0NBchsS6Ep!~;ga=r7 zax>7WTYB|p2g19h2J?Z(?q1*ZtdYX|fyozKHad8K!Hzu&dWj2Jh~}*Q!(~xB0rB`q zm#9b=o1;5HOfDi1@%0(<=`iV~$w zuZm1^6k+U%i>jcifHGy1B55YO(OZ+)CMm$u12IqUZ25dTf>TIa#k`z>)~_V$HRgFI zDa8;t?Yj}Mo*#>RPw5}s))0>g)px~1>P)4RKvkLXR7%YYl&Sk);B-lIUc|fx7u7Vo z*kiRF`KNhvghKaM5TbHk!=yHD8FT|ec0YvO7_D#v3u{6O&rfV`o^vM!8xmg=2CR%@4m)y<-BwL(F40wI*_~A zTz<+==at$^pC+92*ccU302lAJ=#-}^G2VRc#uJ2b|A7m_jWU0KywFZ+XaO$P0_B>x zDmD3+tv~wUQRvn;_gN9eSEuRzXWot^Dyhx6;f09eC3@ZuDBsQ*f2lDiMCLf6{KTgk z(pYh$!EXHzzoz>iXxNo5Uv$4hpOD#@O<S=pj;wn zmE0k`SuzGWcWa?8tp)o8F};fXD;Uim0N{8}a2%$~gZAr{F!+#neD+y;xUkC2rL|L~ zH=pb_H@G9G>&&sc#`cGGQEgIM@cGw$rv6p<=n9wea}F`hxpOO;4fJ2$piLh>b6$sD z^MV*1@C8zfw9!?Nqmj;Gud2rWAp(3m;b&1Uut~p|P<3_hh}zKP`;^b_HZ6otyw!c6 z=4WbxgRkM*%fwe5bwXP<2dc&H^r4mou z^s$bfrRZ-h9^+nZA&ZZ+a&7{+8nN+xXN7E>?;2Yrg30YqYk?5Jg-d#sIn#1tf$Hu) z{eMd|nXQ&pNbgSG0xAl&HC$3LERb?ATMRX|sWY%CYII1Q?vQuUx~zRKvvfyu$M#zjka4XGmRp1)|f zmV!GQJtHURf7V;kd4vw;UYk@+oA2?A%Z}{HOde@VX~45Ey-vTc60=2y_K zkkPn}B|sGTP8Ka}Mxa2(+vBt5K5%c*o~(UpTJ&;A)6(4s?@(1jdhh1QX5;T_f4@xF zf*EC%wscamUna##jDT*KDqyxEemxK~qCdoqybU(L`)xZlDaY36Jo}{ZFUjAh-&hJN zOC>p0Ykd>D|UZDhZdbzekS-YW_ZE$D$O5i56 zN`UVtrRG=K2zNj=aepMa#dC1?slO*KR?y-1sD_Zrt^kV;e#K=FJXsou0 ztFA7Wp!;ITv+q2TT|@5taq#Q9qkk{bBk(yIRf;tIz#P2rOkM&4#wrOEN`X+wLN?j9*=EFrb9ePyn(8diRPL)GH-p z3*%H0^_6HaCC=%`P(fzrWAohRcG$~z0!vi+T`ac^wJQ5R+I!D{CbxBK6f24dDj=dF ziXvU4OIMIi0O=hS2tt4$ozS~VlP;kn#Sj8Y3oXG)l_FJI0!R)iM)U7PE zGbGiZlX|@#Op+yIuI?H6S@7?kVpo`2P|3>a_81&wMq}SbSd%TqT4wFUn}0$b<2`vH z`W4I)oHw20aPzB;Ah@-ecR8b6A$6?@*EcyfZVKIUe3`dam2+gKM{=nyp%|jqXKPmF z092+C3;E{jq|~jDVYu^w#Fa`3Ma*q#otF>aiAmJ&Q{VY1abC&7X^{**8Y6nt4c@Cy zdBCHg9ur8*V%@jr6u*|@spx8d$lIP4-2!RFn;0I4d5O0&Y+(cMNW_Q3O9o}$RlH@ zpVL0xZ4kL-?R z?yur}0*t@SAV>p|{-kEK7?m5p!HT)=_%^UUySq^&URm?$@_RKYlJ97-gmGqutadWx zX|@JiHhv8NxD&?UxEBDi$0*tAI`ct`Cljr#dQF^1{;ZJ#h7z!|oC@|dWLC*3$$#~g z<=x!8e2pjNMiOg;3eKyCbAT56OQg`1o@)ZDBK00@e5GBF{EkZG!A_f!vHvm;Qt957 zhd{}Lm-5uFUCcjL_)F!<#%D;Gncp8!-wyUAK-a-ZYKq$H%}U$d^Uxyn2gs)a+}4Xk z<)S%#GCDV4>X$*e7Qra}Ozkru2zh`hUm*EIwX@4NJvhwa)><9X*yO3j3tdsKwD+G=z`!9XgzXoKU5u_%f;`r5UAN%o@Q*lp!NCq~Pk zP2WSZnDo=LCdvCNl7oInlioj)u=jlO-agipC#%W`G^BoO2DI*9 zY==!W1zcX_hI9G@b#`!=ei+k>{Oqs0cg6Jl?{zpyUhNkd9lsW(1=^16jDJev_b-gaM(`Z;KYQjITCzT*f<7|11(FA`+g>kT-?4J;GS4flOIVL`gP?2 zS$bKbIvs|F@DSHVm3>NOnQ6F6xGrR{e>IbD&vkeD^?=N$wdlx89qk5)b^pc?p?&yx zyp8NK(Qan3Nj`6H7Hpi?xw=ezxf^1%b}n@-jh(yNIlE!o)nvz52%By6$~IJF)CtsY zox12t+MFrIl0A_#86il4QsJ=v%MlwSkAY^XUuPcLFI|-+2Fir>Z`D~^hK)bjsZ7_t zYGfPcKzjbJ3!V=lQ;wO2VPnSzPRm{#kldHOS@H0Ff6dX_FBoa-w6THb6h{cqWwX8U z;0|tke?V)yUO|arle-fg9qlsNe7VhjD!tPrV9K;gW|WG5@N>)sc&WH3R6W z#NPX3jzqsZXDuZag2U%;6mFbmog3tg&SFbcn&X$*MT^W|ifa`qQ_zuEPSG(-;waDL zw^wF(qA-v+XQFTZ_MB^Zec;X}Nqz4#f4txN(^Q$Nj7pCm?<{!2(53N>FV9&2i0W_= z96mqcChK-dfUWe}xp&%Xve($d8XhqZFIHo;BJ7I{Es-_-i(fxGc{8+;+ILOk1)X9T znL`II`RI@C*I1Sa46@HKC#K)u2SmVh3O2WSR(9OZ&>30+&OTkM^{lYEqNvmTTxkGZC86E8?@?3iyEOC@D#Mt- zSTlA}hD*!#9m~Sw!@K=zlJYW%V~n8_=>xgh&GG!ixtgl1|G3luowLfjAFGGcS$B?A zTSVFIpN zc>DNvGUB%uz2xD+@9uXr634C#z%51%OdD!Ggv{Fjbc2p@!o%p_Bu#pUpXC1B)pzUJ z9bv1pZCB_I=zyLOV^L92<6|a^+wyr&p>Vx`WWH!xX+U5`MU|Nkl!3l%!RjU4kds-M z_f>Q&v-!Tk^Rt-t_V)g~kmcWeibUHX$AOzznlCB@NG{XZRR>)9-5f*Lqa~Sc?E*oE zcz=ES>FQeWKx(YvSl5XfcWry${x*6{-)M1W!99J|fQX{t+F8bvjEox}rN zSuNNwVx+NAX>dJEgZ5UyZ)yWwk)yvl~JY-sO)x}JS_F1xSe7n-Yy{J03i&U-G_ih&%ovJxc#280`9)*1GQ^s~0ciRQ-o8oBTG7l*5nZx)>`w&+V+hP(;~59|Zn%e+GCP zpecWRU967a!|uye{B2wDpJ}9(Y&0IGTNdH3MO+%RN`9!d-`*}RmmpgGa9R~WhrabF8_8n zvI#=i^p-TzA(ub)BN^lAjxq)eg0OV9ncJ*{=iN+JRy0`H@Ogy>NZ7QU_dYn;!vaT# zxfwr6N(e5De+15mlj8BcLP~@>Cfy<_8qH*tsKlE=>W&+ftAUY`T?BQ{)DzD=+#>4T z%riCMl9pl>-WhdT{UdpIUKI)?jS5DoEg}awu2}e+y$UF>P`1>QtNBuFr~1~x^c`Bi zsaLJ`oqsp>zU2jiUkSmZ86Kg3kI#{CPxA8(L{%%;&h1lP()#%QZE0>E{0&j%_Tb}& zrLqwmidw2uPs+1di>b^vJ}}B+%nbH^WF|BE7Pmet(R-LMY(LP7adeP+?*ACiyKlrE zro*%S<0PJo7?4}M{2&dFsOm#m+@3NPwtflA^0XZ6%t)8MO!f?Gd5d}@`Rd=1r zbt~t~Bs#=@yP|h*BX!0SdD&Yz31nj~Lftd8t<5{kOF}f=&{-K4V(I{^BxBge^DJxb z8(?c6PRA17Y8HXYT+znod6~G>FD~okxCKSI+f;1uLX$rio9k?+B*cl3TYg5ovVQ80 zD301}O73{Pa$kbQQi6)=T%A#HDKnr&Ywwa`SG^+(>b#o5nnrA?zz_Ghl4DJgil{n@ zgHQjXhW#`99zh5Te<(`kcDZ?*+pVs)eyO(P0FF}AwhMZrrfYDfy@HmXwB>v_7;O@_ z7V>pPy^0drq{dYR=jZr#OGjB1w-p37X6#mOo@F~5S3i8QHD1E%`{({ei@MJ=9&%Yi zIy&t_TtCw3jhWRo!LPjIKgRb=2B*hOtCD*uQ~Zcl_>F|{)D!-aZ^C;GOhijO+5%Pg z-~+5>leIdCcyk>WbH2(C6l?8d6%c5QKHY%Yak;^O$H@~)u!miBi^}1@6r5%vMQ{U= z76y91L)M2&7DX#N)H5s6QcM%JuVAuvztt^Jwqm*0Ab|KahT*cWd-;?$EcKvyTDsDp zMVE+v+MM)@QVKBto=lts%7QH z0|>D3(;;)L1`h|QVDe-{!`PVxgpfNdhcU$|PO@-fXydtAnSVqgUjMo`tPX*0p6Fv! z&z2S33KnzD0Z`Ecf@XvG?-4W{{P3ai+UT;iN?6~Alwq>hW|W(FkFj$$SE? zW{XOiGT1j}3TJa+eY;Z!XP=Sodf<)iWlXH@AH*A)LoB2<9fdR(U8l7ng#JaHnPHKA z|FS;M`w_;NERGWj4~wVUYm@FbLpnN>T-M=$V8^N^r1V;LE5Lv3=B--EupDx9*uvTU zYYFuGGimV)un1KIKGAkyAwfzZ86rb=KeLP^IGr3d28d}Ur2ez39;hg}PCiJ`vNK9A z885(5dcra;8DKst0OsRT?$uFF$i>biTb>N(3z15LRnzW>N6f3<3CG&)$(E82TzaiG zU%5{}bA~F^c?=Q1W@R1}m<=`YMd5-rOPfzx!Y4sj-cDqwZ|bCq61cg6Qb-=^V@j)) zgY4Ch>}5x|I6Utp%riV|x%SVP4`OfHV?>M%nTNYp;Y2ENqXyXgyc@igBza>~4I+4s zI)feyL%>#55$`@2D4wfXI3x@FcK;(;04DhL*WWXwVTLBof0>q+f;IEh)v0?{`#TGE z_bA#Zdy^LVbpnoN#acdd_S_kD8nxck-yAqapY}Mc-E%_URl*^>*q3V{blGHZSk2WD zX@{0eFLG4yALSAdZW<9VT=Iaw8*qA*;-T3UKLfwQ z+Hb_W=6HjU-!%;qfW*75WR*_?gdoH9$Fq)N6lg+z7E*X((eUR3Vrl>@mwG83TNh7m z=rVG+Y9|_E6D^?F7+ZJm-Y&PXFv#(BYO7OK+RGhC=2buCmeEMJ{f?=!*%`@Vu~s;$ zL!YSKg5I+LD1Jr$RdM9mIjc1P4;q&XW0qDV5wK2+Npc%ut$X|unIft87?%x+7Upc5 z&3-(<1^7=Qx`4e-`%!M6K7YKy*_1RUMl+lBwWBR;*~w(tWK34-$DEW-@h>TJLxQ%Z zhWy59Q^=!lnXc+~#=kt_nm1`&7j=yMEYXqIBF6+-W^|rs^=YD;H4Uc2?18I7A-jsT)`uQWi*d$9V8vqEtHL_0>Dc;fqlR|%gBs8T= z$t#)gZ>i%Uo)00P)tT8?@(VhWZ?^oYs8VF!zL(c9MGY%=j#=&H&gJSf&Zb7Xs=*MA z>$Eh(vFiC4k+ST#f)v&0{g8f8*`WfRvm!v}rv3x|BLyZP_!sQ*sx@ZXc%okMV5@TG zEY<=*K{*wc3k}X1#rwWRSKfd0;GWy9qSr@?*@<(M9>Mae1f6kcyReiV*VfCZhP(9v zU_WhPJg^qpx?O(zD}AF1kqS_p)62HO9AZa#lZ(!52d%BQW#|YUee}~QOF>J^_~X2Gt{k9=Bl!PpeQ7?&`|21uUE7ym(BMYQM)6VYl7f13}+Qms!G+b2&dC}s7*;6>Av$547YJ&VQypk(yRWC0>wiC5qj1= zkW!QM@da7$a_YgGz>#DamfbiQTkXek4Rbt=mJ$Vvo9wlKoOv1XE>`YAV9SN`w;Il0FCD821CA zlZQftB*LR;;+GrD|;CQ*E4Zm1< z)n?p}p4%z`gIsOP<~Dt&sPURjqK^$`sdP$wGOGTBaux9~Zp+tDiX*OA2jL8#Hn}|2 z1~acaz;am%|1*|r0${lh-sN&zdNSx^_Qor99Q9X;aU#gq-M4&PO03^m8JDkItScB8 zl>K~NAJPBGA%0>muFCG0ud{Vj;#Kohd`U7zFwqHUVucp1bN2 zHSNB@rm`@6%Z9It`bGIkxhsZ~`*GKKn-+wJe5jQaxZ8`B4LHpleML+N*ABX8#X|jL<=#0m1j$rvddEA z5>zSl(Eb(cl1|Sp!siyD{g)>kN0PZh8)6qlQs4Bbl@F~qHhxSzQA zx?2g)N3sxp*o_iTWH)|mYb08HggZXNvplL(`jRpaTR}O@}uGHp2;HtEa5Nm zeJMJ(e(eeh5q_Ky!qt;{*KM0IB#q=B9jg`3-f5)D8M}0wa^b5wBC22HESTiWrm)br z?n1)V4VD?6g|i~N_L}W!kRbZO+uF#h&vdR@99!P-p-+`hW2z&eK07DVP3&o3EenvD zO@hc7>_4{+$XUKQ>ni?by!z@wVjfPmBKrNb=#lN#8rD)dge94w)lh9N_l7KYYJ-g{<=Z5%Mp9B&{d^ zb3^8~?QE!^E*A$IecWgKyT=Uc^z^L72n)XjSJbfioQd&Kz#ik{fYuC_+J6hNu`s9$ zsC)BF(F|IkKMK7Bl4IR!~N&!G1rWvgee4%H%>n~8_?f2vD?-;_|8zzx!?Uam&=4|1GsRO(r z4Xpq*OcMNbIY(5`UW&SP3x6jisnh%l85Qv~o}GClms&F)!wgq57a=&JGAif}uQ|B(P(VxdVXo`PZ-a5%^!AUmg!uUH zSAhoy6!L0$W|s!KkoY&5I=vPRxw*epz>EhfV7Id0&<{?}#ih*J52-4)T=?6VqV~eU z@4Yp59|c3rATW1RN6K^~T~SJ3U9GAO=z=Kr;M!x)B}sF;g|68hA(G6EZv~*zUmdUW zg6P40y}j0FpHm|)YpNYVPz<(tu|CdnVpOWk$lJ2O#vj_6 zg0Rmbm6V98%h*E@`X0K4c=pJFreBz)*Btf%u&j=XTSU{@%A%bXkEI3=)Cl=kjm~PN zU!KR{L(lq3o#%Dlv4HTq4aiJs5boTK*}OOR>Vx13OU&Yn9DJqxdPP03^pFyOM&Qn? zu8~zg>9%l{cQmsyVWWLo(N${kWcK29EyG)?C6(q!k;WY5ePO+u`E}oe?@84vSk&Ip zx(&(@xH4250U`0LKi;81r8cn`& z7HEZj>Eh2%?AXoHuf^LV9g>xpbxbAL=n^{F&CTu^w#tc|8Tvw#w4Ps({m@|Vd5w&WjDr2E zT)$YyFnOs{9XJ_<zZ$|Bdf2?o>JPb&|!DoNhFy1btfyfSx5su@8 zg&S__OUd36MsoOySMmL>(C zyZ%jGxy3)%m9JRm=e_A|mMU`KA>>ND>FGLVn6bI*IR2q0_mEu}xdGApvB~CxOvKchEn&;DjK?2+0UM1!{}FW~o+rY3xPy4o znMs9>C#mSU;wPJa0YjQI;VOM;rg=&DwA^3EKSj8F+y9VCNl8J;tWr4P#k8wigVa>B zkN>-Za+T~9lxH&kzM2I(nd4n8dQz0|Gyopeez$D`)uf%eRzaiM7HRE`Usy;KTE+mF&Ni!YNx9M)wqq+H1{0#8FUI#&(}a z542DWXQ#9*jebMnd)|jrHbgoOnBd9Q2!c`j>a5>I1j)plXS?JVz5R{*3AR-CrNT~H zjygyrT1hy_bk^(+wD~O@YLTZhoB^J+n0b0QLUm*K2h& zx3r+*n-`7icdQH>bO6V$zT6h$Rr8{neu(1Mv+DEWC)a}|N7ChSYpyxU}7jY%M~jg>S|H*MOV9r z{I0cQ<21%E$pLvP(GnLOt3KrqNjWdt=$!sQ77@oIp?e&m__hfc(O zqeqoqNsuf^KKQj=x1%GnWBr*+sm><6S&!lwz!&$KZ!@D0?`=*lA>PbQ6Bl^>VVtn}?`?@nM2$LNI^oPSYU2~pI(|RX zZI$VbZ9ES&*0SiiIUysNdNT1M0y@5Kx9ZykpSKwfkG8)Jf@RnX(ByV}OL3}IT;j*y zsLS|uT8H<_QY}X{TZIIU!0h0#UG7*|)!LEUv7Xy>Y|7BG{L#gK5LM531fCw1+yXd= z^A3dD+?@c;k*+P}5X?lxy)?`+!vrv040uM&@}Cl6${Q{ZFhp&#u*9P>XUv{aFKtAX z7dHi(rOu1YRaHe>czimp>pH4+axOs}Kz?AZDb|)kBfVhyB-K@WAv&trGWHXPy3~*y z^x#GVDA~V+=!~{}LOp1^=bp`nk@UTfd~pF=>NGqrUXmn=Wn__Cns^`SS6GuToHXhn z&VU-aqLa|&nK*(`AuXHTiS#e|V*j>yaK6`*Hp!Q;>>eFv+%83zQ#&X#2t4}&nAYls$$28kruh`6_ zxTE-B;|46HGvp#G|4&!&TNFm5h3N4M7GU@ z+E-+b<)TyV8m7{08jJJ#+d6vV2^$M`LOXTfFm+0}VV(x2p?AHY zk5-uartGvFq|_8Udy*xi2Y+SR01I2D3$K1oIypQF;!++Lu=dTGT`(J*YA0h(ZtS;PZ^-= zOg8M2+^42og0=-Y-9KvAeDu}#1#<;?*;Ov=hBxQ2%v0uF>pfxFc*vzqN3u}yo;ZvW zuCCdChub@U^Swh~Jh(>5QcPFmSh&s97ENZS7d!s`7C5EkuQi3|2y1J~42E&J6(VYo!j z=BX9w(~+&0@e8l>$h~_50jA~teUZ?(TxQP};|AZxl1iTmgVc8rUQ?G@ZLjhnt~PNQ zvPmimLch5)?7~5)29mcdTT#5bBB}%%xtIo<9P=Im4edCEtx{pl`wV)?ZqwJeWZLk+ z1BNpCAn!2{CJyZnQV+ONWY}U&%RQo?m~-sVAj2BjEoH{cQAjhtfB#d=U~kuP|KT=}3?3YS;* zUXmuNep@GUwfs_2oMjl+hFYp%Y~iB+3fIjt14OJnWeRU)(KZtYup{B- z+d|Omy|PEi_`24j^K{sZ7(0JtVb_s7Gv+TSJRKs|dWO#MNWMiY^Q37&nmAIACm5b3 z)|#>@`E%BB!K4u(F3Ua@XAkS!L(N)lR|83Uk{1iTpNUKn1fBbgWYvbR>JI*u8}&`;@Y<&-GtXi!1&iTzt7dkg=ts&bZMQ9+VE- zh)W;2atl9ScX?vhZY{8ZR^h7-)}K56`QD|}&DoFw(um*=XTq(87~tNy@Kyq zd=ls3c#|PXwh4Bi?~-=Rz|vgnr7U-hF{TohL%kitR$*#axKC)c$L*f!e6?%LNgv1E zz#SiahWc#h@GmN=%aN)NALzl?)hMce>Ro9af4RE0!1>BETy+BmdTYGVFq}m7&YGm| zGt_gH0H~*z>rMmu;;cNmIik|-)KCLMRmN1%%n}92VlJ7KBFI;r@o^d*{(0PvRDZG7 z@mw8Km|wkzL>R`iuvngiJdRm@1DODff09L9H6N{8txv-X7d>~kp4&M%B;HhxY0g+q zze68$wp6I*Z7xRt^rG8>x`fNUYLu-@DYT6n5%h6*foyge>lSWywogHGjzO}!T_b=YkW+ujWw)%b51Y-2NP1^0K$GsJ3zX_?@cx0ldKW8MF$q zJ<^8w^QZFD7?VvM?s~r@5lyq}kzlvv_g&|oO0aFr)`jV;t)AoFjjnwG?OgPe)X~N4 z{G2gC*U{8Xf%s-ZBnE^V+v6sJS1wzX7LnyhZJQjXle@te?9Uycx<4{ILi$KA_gB9g z1R^Kr6Ktebbb46WtD<1w2gcAy&fIgXZ^JQ49(`J494&U?`O@I=%`W62Kia*R>awtc_s<|d5_!01{>(9>QIy2Mq$0h2eYPK;oKG~scLtw`XCBf6F8)!WezbnjDi?}7 z)OcFb!++PW>U!`e3Oe7_AT(1b^|yklJ@TQvdUXi# z&g!_)^?G-;gdh4_c<`nEXQdUoyJ7JB)t;`d$1+Z%wSBOtZ>py;k}FGI z&_e4>2^Gy{GDuZZQw(x=H;bO$-dkDMcFl;pex!ausuIUR2&6-SZg*LqV}c>`DI>a>V{zDJi_C|;rB&Var`tU zEq~-V?g+raPJD~BS^a*#-xa}=BD(+H_E2&ALh)gZ?i!rukCw~LL+9fH|=Q<`ndXLixSfEcd5=%!f4yBJPB1$SoOv|oV<*B zY2tX$sGQFLIk3y9`#=i`OOk$^gRx zN?EPR-VR=%IZN*D8AePyme#dca^)h5mY`d|UmBo)!XM#VnnIDyEE3|qy0a?_X-Rch=xfJJQ({{y zyJ7hlB>??7&(|kjKmG>ee!@lIIvOOyuL1VA1l+9>1wghZ8v^sVs-zD{IO+@6f^eJ z)YRja9OFA1G1a(U-yMjp{$1ZbEJfSsl8h>G;CMqvVARTVV_fp~TtQDkmXi?!*y`)% zr}2I^Y)#(<;GF_5J*26p3x?)~S_G)L^}U#fTNbvIjHkN z+-TRpdU{6d=KNc?m1ZeKuheHd-z53m@AL#+>HA9HVZyBnRbhC z{8}$cdkD@wR~{BT6R_stJC## zoLl}gQuq%$RGugPE;G2ymXua>%htO2b>qRYRGm^R-tT{}o!pU|mm)*2U=C-UK(8DB z?fi}Z@8aTL14e8sNFRJ?Sk=`x8TDPvb@j(z1H&22s(-@48wP&$6j~d58EWyza_N6y z!v2@WXaDw;{|{IAOU{cdkGQ^SN3+8^pFbQ9|2ng791EoF{PxPbZUW?V#RFMH2n3?v zsy-u1`sd$YTCor@*Z07%;fGaI%=zD?GBeyVyKB^Dcr(iDOL{^r%)hAr1VsN-fm>Y% z7J8)wJ<&rVK5#3iKs-ph?U09G?PGGe_&*oj{^3>s%fo~B?*^v7-n!@}9rSkR#ILOV z-NIC<(>UG)me^upEeG5E3L}4aW6O0u*s`3s!ZnLh@Er_DtuPBBpmDsz=W06VH_zy} zpSVG?j@Yj!t0~$Q%Zp=@+nWnQ+s)EvJ*p;|_SG6gSzq|0+J$mOv@X2cI2b;il8Y5R z-_3l}|6^09l+N|t0BQ!?v&qPrf=AGrbnqGTL2_r!(NY&;U{CwV%Po~waOdkX(sx}T zfyJ}>U}+u5(3`KY{7Ky3aiGl>Xok+5haxVDF&ajUe4Re z$rsgekA2!}m0KtMd=8u!sU}L!MBqp^i|Za=h6T|l#mg6cjDwh3*+rjM*@xR6FR(;2 zy+RGCV-`zoG9bG9{+Z=Bv*^Y;T=#wRHcM=hvnhmvPv9$}mHrMvj%_$8F2d58UGvBL zL@^@$u>#^SMRvDzQRBzSpID*kl40v8(FRRm?zI@*9l|rhGNiA%U43P-?2k$?JF`z5 zhPHiu$uPAXuwQ3B(6&V+j?ASX73Y60+y;9|{Ur3BfyY{%%UUs237pMio4|7Jo1~;)` z>OkLiT{*P)8`?v4>wpy^Q-Eb_`nmZ4kgXIGmRZs8jL!~LPn4OIfPi-9{4BJG+#6!U zYQ`A}8uNr3Qpf0qEqLvXjR9pk9BO{WNS!(m;oRpOn4&Iw)$w4ESi(?Ga}<-AKy*yXIH*qjoX3fiIV?QgHf4!(OgCv)+Q zonvqo74A^cF1^r#avvhK;gd$j5x}v)|FpgJ;xZ>|bVwQAK^pv!(Q|UNT&}vsEvmgo z>njf9)1Ka(YMW^{4P1!I?WB3N_j*k{#0gZf6gT!MWfv{9MnB8=j7a{m9vPw};NM5< z(C6VyRv`|+jR)}VYBSL*vGof}y5v0q_%UyQ>q0VSKV8_%ATQ`E@x}VEJbvFj&Q53% z>(~3hm{inL=oPwiODps9XL;}OFlOuCcaL-|ES!=L2I4GVty`AGO#j3FG4=9e=r60W zi3{_}L!>gKMwhE2AW?{4`L+nXa>k8kA$O{BcNpgr zCd5%+xqP{}31x~liTyA;A&R+gEw}R{_EbG^R3P=a-zJ~`Di!ZfM@OpvKMyb{JdFWj z+V4nyj^6x+tvkHyz~A$5C{e9;F}WNZ0>rys;z0-BPoMS8cTFB}FM{KAwPf@G5t`=K zVNCPr_EwwW$tbOr2SK~PODML-0{;A&jmlF6JS{A#j+uv>qS{ygv5g-8k1+fX8-kg_Vs|oUbnvij=#9* zmJ&pA3?aALlhy3(W)nGQ=9B!InoEmk8sY{0Q0<2! zC*ybyn*Tgp9Q_r)Akn&LI_*?-b%d5Y0DV~A6H*4O^YK5)f=ILASVPcxI3Km++x`Ii zA@@a(op4tFpLWX4^1`E{|>=l;f`=>B7=>A`>9Qg+Z4lR?l;X zF1%k)Z9XR?}vka6GuFYLU~{&|%Wh8QjO;DaG} zunpmfJ6YB$)mbe4#K$^7y|2ts()8qpaJdQoNW2}`lzGjQM~wc|j)Gwpe$a-8M!6Ka z5~F$fkF&3DH1_19!@_KBduRGTPZW|(UuCeh?3oB7Sw~9Q-9+T~G{Z(HOLA^-D_+ep zk~q|3^qh=5^lG})=M6XW{i1-c(;?8^p%PVh zrH3B!lS@Lz3)f!Ek4bv>%}Gg(x%o7H8|B=h41iDzK(G&ff!2~VRC?pzK)A-uu>V?b z@3l{r*+#?8$zZ~mbW5du1$}Fkr$R8g!N8a`Yu^i>QpxFkomctElbrgM&u4_}d%3s; z1jN-3KT@$!oR{-vYTr#U!h6C-+$O1IQA(-AxMpR>eqCCLloEc#O@45A?b7`+G=-1h6syo&<4q>nt%<@pPjU+)&rnIpu z*=cljrt zdAOh)v;L3k?&+t>Ab|_5vHlx3j~)(;>c8(#(_VKZNxQbaE$OW|+`CRh|F?C-|8vt8 zvL_VxH+P5^5hbt7B|)rTQ@5QO))iI0Mz<)Z%Z9ee}AO+ca4a+J%%tKaN$S`yP7gWcKLnc36dpQ#-z z@$BuxmR9lK3r}eeHslm`Z+AAQy5%%BwH-%@{uME95j$$RqW;n=3s`6NWh<-g?Dc}$ z6KB-c#V>BDXdE-5E?mrC+6k69EXg)#TscNFgy}oa#`)!;0kK4{w2Y~j_RQay7N}%v zCRL7*lF}Yqo_Bf|Ovz3P?+zXBD3FWfQzj_df>dg$<%)?)?LS)XmX4G^&5VqcX@Xf9 zC+D15&z*{2ZaOvU6T9AOb3J+wXsS@Np@lkIjd zL`5Q+BJS91R<3G8CFbf*D9@oQlppzequQWAsR}C=@eerRzvlhkH71+TvFF*MYQt}# zg^c?a-fLLmE_7Q~J^a?xl=Fo1je@|aF6{%?_DW(aCdTeMXNBv}Jlb^Jl%6M`z2D9i zpYE2pYcy*gx4jovU-GVW$Jy=Kj-K{__u;S4zO+@{t_!+8ubpw5va Date: Fri, 13 Sep 2024 20:24:20 +0400 Subject: [PATCH 2/3] =?UTF-8?q?=D0=9E=D0=B1=D0=BD=D0=BE=D0=B2=D0=B8=D1=82?= =?UTF-8?q?=D1=8C=20README.md?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index e6da7d6..90c8c3e 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ # AIM-PIbd-32-Puchkina-A-A ------ МИИ ------- +## МИИ -ФИО: Пучкина Анна -Группа: ПИбд-32 -Вариант: 18 (Цена на мобильные устройства) +ФИО: Пучкина Анна\ +Группа: ПИбд-32\ +Вариант: 18 (Цена на мобильные устройства)\ Сслыка на dataset: https://www.kaggle.com/datasets/dewangmoghe/mobile-phone-price-prediction \ No newline at end of file From a60bc0a46009ffdddc36a6dd7da6e4a44abeddfe Mon Sep 17 00:00:00 2001 From: "a.puchkina" Date: Sat, 14 Sep 2024 11:02:38 +0400 Subject: [PATCH 3/3] =?UTF-8?q?=D0=BB=D0=B0=D0=B1=D0=B0=201=20=D0=B3=D0=BE?= =?UTF-8?q?=D1=82=D0=BE=D0=B2=D0=B0!?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- lab_1/lab1.ipynb | 107 ++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 106 insertions(+), 1 deletion(-) diff --git a/lab_1/lab1.ipynb b/lab_1/lab1.ipynb index c6ab2f7..9b73b55 100644 --- a/lab_1/lab1.ipynb +++ b/lab_1/lab1.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 63, "metadata": {}, "outputs": [ { @@ -31,6 +31,111 @@ "df = pd.read_csv(\"..//static//csv//mobile phone price prediction.csv\")\n", "print(df.columns)" ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "ename": "TypeError", + "evalue": "unsupported operand type(s) for +=: 'int' and 'str'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[68], line 12\u001b[0m\n\u001b[0;32m 10\u001b[0m price \u001b[38;5;241m=\u001b[39m df[df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcompany\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m c_value][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPrice\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39msum()\n\u001b[0;32m 11\u001b[0m c_total \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m count\n\u001b[1;32m---> 12\u001b[0m \u001b[43mp_total\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mprice\u001b[49m\n\u001b[0;32m 13\u001b[0m \u001b[38;5;28mprint\u001b[39m(c_value, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcount =\u001b[39m\u001b[38;5;124m\"\u001b[39m, count, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m price =\u001b[39m\u001b[38;5;124m\"\u001b[39m, price)\n\u001b[0;32m 14\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTotal count = \u001b[39m\u001b[38;5;124m\"\u001b[39m, c_total)\n", + "\u001b[1;31mTypeError\u001b[0m: unsupported operand type(s) for +=: 'int' and 'str'" + ] + } + ], + "source": [ + "average_prices = df.groupby('company')['Price']\n", + "print(average_prices)\n", + "\n", + "c_values = df[\"company\"].unique()\n", + "\n", + "c_total = 0\n", + "p_total = 0\n", + "for c_value in c_values:\n", + " count = df[df[\"company\"] == c_value].shape[0]\n", + " price = df[df[\"company\"] == c_value][\"Price\"].sum()\n", + " countrys = df1.groupby(\"Country\").size().reset_index(name=\"Count\")\n", + " c_total += count\n", + " p_total += price\n", + " print(c_value, \"count =\", count, \" price =\", price)\n", + "print(\"Total count = \", c_total)" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " price = 89 6,990\n", + "90 6,999\n", + "91 7,499\n", + "92 7,999\n", + "93 8,033\n", + " ... \n", + "854 36,990\n", + "855 45,215\n", + "856 69,999\n", + "857 68,899\n", + "858 63,490\n", + "Name: Price, Length: 186, dtype: object\n" + ] + } + ], + "source": [ + "count = df[df[\"company\"] == \"Vivo\"].shape[0]\n", + "price = df[df[\"company\"] == \"Vivo\"][\"Price\"].replace(\",\", \"\")\n", + "print(\" price =\", price)" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "ename": "ModuleNotFoundError", + "evalue": "No module named 'matplotlib'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[61], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mmatplotlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpyplot\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mplt\u001b[39;00m \u001b[38;5;66;03m# type: ignore\u001b[39;00m\n\u001b[0;32m 3\u001b[0m df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcompany\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m df[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcompany\u001b[39m\u001b[38;5;124m'\u001b[39m]\u001b[38;5;241m.\u001b[39mstr\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m; \u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 4\u001b[0m df1 \u001b[38;5;241m=\u001b[39m df\u001b[38;5;241m.\u001b[39mexplode(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcompany\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'matplotlib'" + ] + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "df['company'] = df['company'].str.split('; ')\n", + "df1 = df.explode('company')\n", + "companys = df1.groupby(\"company\").size().reset_index(name=\"Count\") # type: ignore\n", + "company_counts_sorted = companys.sort_values(by='Count', ascending=False)\n", + "top_countries = company_counts_sorted.head(50)\n", + "\n", + "top_countries.plot.bar(x='company', y='Count', color=['green'])\n", + "plt.title('Top Countries by count of people')\n", + "plt.xlabel('Country')\n", + "plt.ylabel('Number of People')\n", + "plt.show()" + ] } ], "metadata": {