From fa9f23ab6d8e7de7905d04cc0fc3de811cefdd2e Mon Sep 17 00:00:00 2001 From: Shrutiloya Date: Sat, 15 Oct 2016 21:13:00 -0700 Subject: [PATCH 1/6] team 13- apache spark assignment team 13- apache spark assignment --- Apache Spark Assignment.pdf | Bin 0 -> 24470 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Apache Spark Assignment.pdf diff --git a/Apache Spark Assignment.pdf b/Apache Spark Assignment.pdf new file mode 100644 index 0000000000000000000000000000000000000000..1fdf38c7af3d4cc8ec3a2a28792f01629626ab60 GIT binary patch literal 24470 zcmcG#1yo(jvM!9f1r5G}6Wrb1-QC^Y9fCt}cXtaG+}+(mfItWu+}|SE`|N%0k^BCC zj5ii*c6W96Y^znXsPCJk^1`At475yer2Tt8_kNUIz=sdyO(U{y>mjMKN|`(ooEQw54V=8;wx z^mnNl4JQ1ss1~fsVga-TUob5!OidukE!ZW>tPFA|2gBs5Ws$+j(^9(K9BO5|;j+KNnuho%DOlSlPAT=4P(pOb znVvfnAZw(*znE+?5fzt7z(_}6M{`>UTNgJqNip)Ux(aE6Rqijm$F|63Y zOq= zwW7dbFo~!cV6{5YQJESLuN5nchxm(E311Pa>Qyfpihs9g`dJ<9I^Hz7d!QQjC8ETs zOSu~bJO;kMdww2Ay{n4{HN`}n67gu~r{}Olw$4#RFtTQs+cx}h-FXEhU)T>WoSIg( zQ~c-1e$7-* zuY{wRW@zSe2FWN)lT@yRy_gS2^~nXy09ixMregc4p3irkFT0aQND}_N4mp!JxzPN; z+|^o$eo>v2Ao~#2Zr<41o(%WHI9(TKyJWQd&*QvP9bK78EZp*gHKGn;{HRcbaMe74 zY{DqTd=bPKO4Xw<)@wxf zP)txbCe6}2T3e-29n*dR?ZZ1aa@${xj>6AmLgY+Rzqc9pc=CE!o_FEoV6ZkB;h}*9>zH1ccF9F=*^rzsg@JntmHxDK4A!L5CVJoW#o}o}I|AuR6o*=uWsnLT4&8&? zyxv)y?k5fya^0M-U<1M;kz4#|MxV`B*6Ve-8^5ESKFSlq&z`tj3u?gltPP_(%;J+~gE%bz^0&{@@RqZ?>T*iYeCVs`Wb z(r+Ct3r(xlP_-FbrDa?O`?A?L*`w(usvAsC_Q0Ec*X5dQA*0f+W<9D1!_!zq-t{GZ zX!Y&gd8-tv26b1-N8xS``D5`cxz%KXnzE%2kpGww*o5=Ry~jK|08??XRzwhvV!}z* zFmn!vPSokZ2?M>`ef4 z@&;zVu8tm$ixZ2`dc7mXX^~CcLKZ`KcJ``W6K8-Ha4=y}0G+alyE8xsKqq8pZRe*Hh`+?j$_xPZS1}x&vN9up<{Ax!h z3tSSNz^hrd1=?f)ov?|kg^`J(nBf0zt+SHdl$BO6!=^geI;K&H0Hl{Vp0I#fE^!P9 zg>VUfd9cu6GFM?pQS>*Is>aIQpkiS}Mk46&L4k%#us>1c2YVERMfNtLtYA;8SS~ix zpN2HHR`#2hR?JR)mfAq%9|IwJoz+48ne)`qPk!`hqoR%V-+;YE0Yy>=?cO#ug%G6(4N4KB4tDZeOGBk|%RoeDRAXViO{P0)Z1*VCD8D!`cH&RB9N&W_*Dd zy-cEH3}s-%%!AFZB--h(vA!<(M%6x&nnJdlhodox{h2vCs$G6Fopie(3L;NCmGp~Q zfj6{Chq6RE$leXb+}v%ZGzdLdAl4{tbna3Yj z;T<1qEPgY;>sr|&@Kt)^8TNcoIVU@s$`**q*4VN>s-)|{1i2>B%)oExOi}@9w1MK^ z+pd&51%Uj71ZmvNydVg**8SN36@eT+^61Fg2{gxwmg<1*At%sov@4Y3CT;BGL6xf* zi!Xp!0)xp!WUsiSSW0+&904h1%J}I9*c_Z6l&U>5uk^#Z)hAaDW<%b>17mi8d?0iM$kvVpAjP}&e`-H7(^ z2>xRHaG^a?^q`vo7BGQlC>Z$y<#CvW$Z3L$D7cz19zp{0?C9VFLg8^JANlX5$x7e8 z4=T?SlIOW3cE)Lg(FwZGg`Ng5Lp_1|1iwiIn=?RM2KnT_Qp<%0Bi1|iMc5r96B?^~ zZCkPhlNYJE7i$~$41_vFuQvgPe;5XQMpPXJ_gq*oPMrkw%{!}jqC&7Tk@PsELfqD9 z@py+_aHz06gVeW}gV;M^8d2MZss@XOlJpCyMyaaOSl?JpQJ4bm0*ee6>WbCLEBRbu zS>I$t)AXzA$LedtdD#K1<+{$tIvngpyz>l2E2K1}IBd66uifkafIE7~wP)b9}48uPawg zk^|5qMgGVqpGZN5E+>g6BDf;UA=%3B!S5kdq=;B*JFi}z+Lom$*CFg9=|d-$z?5>4 zvNKYZP!VsH^drTKR4#ET#VtjTHiumAouA}$@nZ{^LJxnBQb0kiYM$tJV=qsLgh+aR zlHmu#bi;7Npsy?g3Z$Pu27GKrl`G@_UOP)#^bSXGuE=AyrBSAlbJb*(9$$>D@L?|D z`@kjPLB}Pm38{(J9>pHs9?o9Fs3KG^z5XqeB6d+!LR5QH>;?0;)~TJTHP#vn-Ivdl zNq6sU-+Lz!C7C9HCdHOZtJp1|FJzV5l*`T2TasBCSgu$;EYMZ}-H9o;?5Qk0=9k^a zu*2H6aL<-|%d5Uap2Gy3bev8cY#bGw6y`w|>~!1ok@UUvedeJ?b4~ar2+cjs{U%-d zq_mT9WmD3INRGU!>f;ic8Q#K;3Z5#X(gt<20@;R1G@XyMT5JN%+RaLCf^t%H>U4TF z3a5Fz3OQ9dg^7x9G_XU~-T!ZXJpBy62 zd3UtPYQwW6K1xK7$S5t(Zz}7zO*Kv-SbZ}mW3FInAIh&?*U+dGUCia^;~w@d@W{BM zg6D};kIcf{z|^BYrdFc)K~1PZsR5~O(|A~W-?!SIZlz=7GZbpMW7IHNyz#B6s*GmK zwd>f2D_y5{1G8PWed-$Nn&^S-fdQH)%ss3F>1Ns4m7+b^XW`9{gYA~d^QawYaxe0_ zIf;_3ER9LZNyNzlcm%97ta+NZjx!G1EqIRcw8peidhYgl^D1jeJDNZ4$7PnH_g(vK z`Ztz&R-RfOsF0Hai-vPKcv*C#jDjcf4ng~wLC51<>U?Ljpjw`bnUG0 zp}RGB0()}3-?&&h+rM9Wkb_`{sDwR$D})e*P=)4&XM{zCbb;vW0qtoIB&3_wBhjA6 z1QUD|at+~zWkJxvxOaL>OU+zKcI45b;_mD220>#eA}rM3E*?8PJ1iC%jVXocCORTE zAhIAPBjP2JA|jQdPOZ_fD;lL41t{jhB*ew=B5`#ryP4gP3fnpQ3b%7Y%cPy$aJ1^! zv{yDZRUN0-qv7zL0GAMd3*{vot+#AXy82SD)ol-ADWN^=;p6@w)qeE3&aKH~JVZ)x zeejHMO21CHkwmowhQtn-oIukTmwLUQ0lQ_1aft<#Ol31=6BfaZw~cdxqy`bSR60yN z=6iynZ?Wr-((pTb9BpIYZ8t@I4^_ym5COM-D<8QuQ z?xyeBj^U47j6C?Vn6kLJn02~7hd%bOoLC`Mg)CNUueHj$>GZU1Uv>V7wE@_OubhpE zjzyc`ZrMg`&MV|9)OPBdH=KSO6l@h#*zTa2)Izczu*R@H-Y{*bvRq3c(w(_79Qzva zRgQH1@Qu7xm4MBF!TNS(-_(!%!?rFnKRrL;WAXF&DX|c-qM_bcmj$l*CALzwMAqKu zkArnP4nuZNU#^6_&?>&mGZnPnLa@K%IR83yOL&@%z`f!T;Zy#d{3+-9)3j!UX5QlZ zV)&;*Rtqm_udVO?b6NP4_%wVOFW#3?*J$ z#s|A|ZWgD-B@vqyoqX2;Pk9eUmqYR2kK}IUl5(Q?+`M5Qf4Y;|n10*33BGvvR~P)3 z8~V%d2KvZ<`o^zL?yC&w4@(FM2^u(=7z2L!u!;bkKie?8dgA}nr~SkE{@=n3SsG)u zxNPVfQ);zb@TC@=90>C05;N3oR7A{?g%pFttE$u%#uLl7_c>2F1d~F^#)x6I2*N^A zyq~#m)}d<%hEI0`&N3-P8(I1#MO?GJ$#5O7q$VUZ&_r9UUqZ;O5>24w0#~#pWDimO zVvC5VAA_N(V0eWzvXiWS8pt|tb}n^|FYQ|LVg)DMA+`dT7+*wvvzkpm2Qsu45Rvb3 z;s$J6(5uR0={y>ZjlHMnB(-Vvb{UjyM8nc z*aH5mxA^8`tA9buUVr~~{iF_I#X`B~b)?&lEgE%+EEiAcvQrWn$T0$ootPA{5G?F#Qr7eUB*(!U={Ifh(2RW$D>SN&MU3-Fju8+QPm~3hM*JxSqGdZA zwosr)_fourSFZieaN|n`#PWw|?o1UacHA`Mh)x*UVG_mMS{GQ#L&f-H38)r^3Pq+7 zf3)}7;|YWn_#R!9s#`xyWU_fYDxU(G1?EooOZPA=U-Hc(R@qpxOpJ;&G=z#~leticjs(paOXSEe-+Bn<2n`qmn!`E|rH0oNJPj1z4Vl94@Z zqtDmqGxEa*%f$7@!otM`6Ae~&GGs?pb~WaeN=L{0WHo58$(VMmergu!!;~sPDs-ob z$g}#n7|B&Uebu6%)l`2+A$T%rfD6|KWV=?wrya-5k!?ARGc5SXc|q$y*}HGLiM=6Ty~Y2Z+-o;JOGIFzP&blMzz#m#%b^o@`r#kcgJFyWT{jd~4RTZ!W_ zQwaN1X9(i0C0B%7eHf8wMXqTy5*hYU9Z~?ht?n=? z<9=ST3|44~VRI#c)lZZj@Z>s*%#qw!-{#9J_WU@C3UR0r|M+E*8c6E16a>sXq%6V{ z;)gdA&MD5Fj_=%y#uH{6Wg|8y8w;ifP<}|)ER-AemKvZl5}uNA49O2@e0cW;9>cC_ zeLbO=Xn|NVly325ad&O!+H1#c2Q?n&VfVmB@h03|1qU{xRd#SyIl8O5{K4TO(NgM# zOoAHyD4+I&Ufe8N3_|Sz>p3gjHxt__qM0f?(|Ok zHR?DwhrIL^H08E+Q9}?gyv-)5uVi&;vP`>3)%EY5u(|Qv(D7G;zYt6#MyWv5!=!!(@w@GA(_qmr3~OVbRXc$J&L%Zlz$w(9*uS+-^M$r25kePySs>llYiftR2|?=c?l>5!=}x_T^wR>^4gL01=f2i($sbV6><@IFAA7$`x#nTi%di)k zW+%0cCB1#&po&9{rhuPonD&!(COj9h*f=W*8L6VB{|v*w9*OE#?*^CZxs#HknOg}n z8E!5&zm%em*ERn1)faZ&MLCV0D#WN3qdx1)F;4bMP1wN~D7hZ;t`}&fU48U_^IZNj zh|j>z!0?Y}?*G@|7{ecN|9?csem%AS79NB9r|{S-7Vt-S>{rh}AMgJU;$y&288d+4 zAJMeG2L8KS@mKuM=|4sEUW0Tlz(5=$fKJN7*a;ZId)*^N05IV9n&|v}Nv}b=KbQ3T z)3c62fMeWzC^>35~FysET-8kM+- zwX2D2S_gW`x;$-A#Vef3`2*>a{N=PSS3&db7Y=JY7F)&iJvoWy!OCoCF z=;SP9Zr})XP=G*=!5;+%Mqo+J!r0mT*J|0=;a;PQe|;EPH~_ETR|z8d2RW-o)zd+axk*~k9qy- z&%_2`;Q-F#Zz&@Oa8AJczRryixHjM@z}V{EU%h}mf31R^9>4@t&|j+o z=Gj<)BQpTMz&tZM{XZZ2>qh+Zq5tzy{5~340~_EW{fDEoHZTL~25{G3dkO-B%5YjV z94rg~8fJC|00Rd*8_+psV*|#EC4kywVI*K{W^Do-l}^CP=rv@`!2<01diJjc8b;tx zkWR?JUfjgO%-k7{je!|Jr{rv6qY7;I3fCF@QU^wM0G;~pCcve!{ca)-04|PBz}4*6 z=>wRVfpQrG_unPphOxl?njz5pHem!XzV5f;-_-w?;Ln}-BM8m-M-cjV5x5uzMtb1L z|C|3lp$TuVt>(eIf27o2v7mcg?W*>$*^Yc{*;KJ`cp?+*KND#rs)OcC0_^rQ!0%sE=g48JMx#?6I?sa#g-hp zuiovh(b1i$JP#o*30Vv=*}ATDRtDs$*|1lhAM)}}dp%n{@oyfzxSu+NY=r0>B*eVy z!kV>(ps(d(ug4#KiwRhLbZWjd7BK{JR@<6%WI&GV^ zM}Mm;DguovC~-K0vE^$He)C+)02X7Z=8MRNUEdIY(YE{eb#masjQnw5j6C^q#@zVl zBk@J#K4IFKSW2>eibIf+z4X|UJ8OWM5!BMeDn&a3RH!W0?-xO(GicZNvD)m^0}vV1}I?#PE2=3x`1Hw!ltSWU?7hT0o|7%cX*zY;nNw%wps zO8ubca*G_o-2&_QY^A!3Z?D6dyx(@UmEV!k6?RoNbo`?WT_YLv7}7&PKpuo7$j~{~ z{q+8{U&vZ^p8wPY7B7UoH}z!aOo$f~i)$r$kU>^#GvpcPzQH>2DOCmzEu*l&HXvFt z$1^&6CETmI!Qc$*TTo?4b)F4Ym%&H+dd$X&M{7TbI}6Y>+P)34a*-V(JTE z1_qH&=2H(EW17Jx8&fV0%u<81Wt;F&5B-dOSG>affbzi5e2!9c#_`Pc=1tCw5C4tN z(^Y7pLG1R%pv4Y$!b&33MB1j+v%FOCo>4OB7&$ea`f2m?C}!=%ifm)VqD|G*%1h(K z8tcM!rqS>@@6bLTU&?BcoA`|pW=}-a1^Ga;e?&NbK`I1Wy4W~K8va=YmcSi+i^7f7 zB_}NiyJeHMAq;v#3U`+N~qZQydKtG5Y>-$y8?JdWrf_lRL`M5K~-AE;ee+BIFx)b;E;miRx474(5&t9 zj%Zz%Lq>FV`n+!dY|A{e{4d|Im~o|MiG z6?|sple;L$`L@LHQf{fr+%;L}z{ik3S$xDBO&DGOJa&b3_fB78$I^1}q9X)TclUF_ z^Cj~sDxaoPq}~_Z9>yPZuyscNu9*0cdGocYA!Q%6_m)_x=yBd}PFGHK;GtV1_+ zbnkY7Nx6y@dm~bWX?up8Bq`+E$J;?X-<U_5+#YQnUSY(5iQ8H8m8j^OSQ(nYUeo`0DgT7p_W?i72m0-vxs@kKWye`(+lk7pVgaX5ggq^p6&OD} z*sAeTTE1jsG1Zc@u|9~VF_ycQv;@RGDt>l$cy_6~@_D`g`&;%?<)|AdD zm`D`4-|_%WZ5E^BJ3g}x@x17o~G|8F8?>|2J_15*7>xQYVOCPNQOcLd9l zX##&2B`*-RL;go13rvPeBk=b|&L+1+cL|D0ypGgqAEVz5SCAz>8%xeS0>Vd>kH|S( z$ko(@ak$m8X#R6;e2{gBHmLg`s9-887f z_-|$P)j4O+JU?=*DhzKFkE}zbt)(+I3w&c8e$4`$aE)z)#%;n?(Mg7+fu^q@tuh{)uoC{p;C~b+2);em~K-bYHZdN1A4l{XQ@-aAow}n$3Iy zFikn4o3fM5rfP=pnwKBXc{jtZ8d_RLN_3=)ieWH=Yl3A#Y(TZ4ITIcTOhZoZ0P0Ja zV|W)x3ok6W#f`?DoyM65r7K>_Z@K=p=_v6UU6mk5Wu*>&ihL~SxhtMip#sCf8yX6z z#7cF7rYiFS`jStu9Y~F75!p&J(u)*MyF?kmu8XG4qYN$@vA-k&Q zOm1dS*_QXv*pB7~D3#&D;H)Ex10pPZt=g*}t_~4JBd!${1pSA)T7|sZI(zNj$WxJ#QN#dFE9-A+$}{M3*n&w*>Rbw3ah!trqqPShJzCO#+6xfSUQND_Vag?) zmYBB5!D`{ycm)?7%En~t@x&U1xsfCg)4Tv!K zVrN)3=IBWiI2WU_qm333W5{k#_g>*9GE7(9OZv0VG19r~5t2FeV?TonwH|RZNhE2H zBE?>Lwn!G^yoBq|oh#xk3_0B!#$eZ2_c2Y_DI=+Z2b63(p|1iLY&6+}{<*Bt1vXCR z{VM&3RD-HRbVSP$es`;R?E^!xTXdUlw_{?wq`cv+ymYQ*%BYc6IX#Cv%TDUS!R2S{ zeEbjFHMMYwl}R2mqq!l++`{_-+K5=;c?_^WE4v-vpFLu@Kf`hRL1uS>P3Z;f*U&S0 z+}-3lAb7jZE8aj2}eE`HDlKu`N=85nQFQ*37oGJ6?Tv~ZZW<*VhERYR2#vnO3Mg#M@ z?zbE`LV=G?{(vxVI%t~7x~klc+@0L!fcd7)fWZy`sNB-p7vm%hR`>jQIs;*QMGE1) z+-S{%?l5=g4 zZwObjlgOzU62?|tCuj8VhapM*)|0R$KSeGIlO@>qkCs`B*s`TdSMk~b7Hy@~yoTnE zlkJO2o-^dT&tx(d=D$h`ulKk%h{;w!683!JC-=+^(=A*a?sSyrrb~=M=z$NWc*r+m zdKk^Kfwr7qTCZ51xwdExMa~{rx}@f1_Bo^GWhW!#jsyyzr@jW6oeSvm!i@jU_B7lo zPYDu_VF`FFL#`;5)`b&?eG3*3XDRuHmSlKPZ!MKvJr47U8pew=#SMuT5lSdXN~p-k zwg(#jyvO=evSrFgp^fj`i3yqC3(41QC&#t5X!W=Jl`3Bnj5g{07 z^8MvhUiEar{p>-gm?6jpsJZrVIP0AX3$|cZNtwm6#95anGYNFFSr{@xSa070bnLqI zmenTbEDK5sUbtp8^C{1-yk4m zLku&9AUdQfOI2%`m8Bu2X0hb<@W^?*V$N>v$B^hJqd9TTbTJyiK)$zzdO9I|i>Te1 za7%lw9*_yDxn!59jro?yCPycchn-~51Cs)(9Lv^7tQkQQ-}D=PWh*!ypzXciULwl( znL5>K(7*{ZxXI$P!EHo?AfqZrGZOQOl2JeEj|FewG|8Bk;A(whZe)HpVw zWvx18tdd?Pif3`c?BSE`<%;nMuhcyVTn+h>#s!9wBhF!8(YF)O7HYP0%6=hOjM^X- z9^kAd;wo=|g#|luBQmgkiyzr%|P%vtO(o zUChL`*Z`Nc)yP@}>p^~(+;?y?o16v`^#6;FEe=Yl_!pDNRgm22P`+d$vhbF9R>TYQ=g2peqOkFNF?nq-67W* zSV{{%gvPcr^-S>fOj1l-4c%{P;))^R#*d~-`HD{Ki|EN+QmR2`m~p$|@!AT<9`Pepcuw4%LbpTwLn;!E_hZ&-%8bhC3o#*sBGT zE+wu}g@Je5;^w7nM-hdYC(e~Z)CYzOHY>}<8YdY#na3Ao_0^MtqYopSG~cg38Pnt( zM7Gu1xIl4fcd{BqQXP)PlB|-nemtxQCUv7eMC6LXl!L2n0%^}}A$-PLxk{SZgyD$) zEX}SMv)`jA?wS~Dvs+>ltsKw2OqHZriOYs#Uy$(?{e9D=CQ4JeKy_&bmH7R3$bg6! zJt4kStG8>PgTd{AnAs1#7_$zV22Lq2T*87SY<)}gdS8OF;FO^mXCC1Wjd+zt+ znC`qh-voT%yJtV!{}Maeu97xWLMPhS z@;s`=_b%A|M-MboCJH&j5~?db0OCG&@p~4}h!3KZ<{P$m`i|59L2=}a!c%M+dV+e{ zDoE_Z2$R_K(4t*CKF`PMc3GbvcGX_{T(S;gPXi^{U$e0~FG<&}bm>a#5B1&n#oAzz z?|%yAd!oTf;6hTcxwNpkF!Mq(D2kLr2FUkbUaFQUNYo3IvYuHAk&c8)end!lLBY8rxBQgEmluCftm<(kH<*9uCOZ54T*WFf?K zJI#>37F)Xv

(tU!j5k75ym!*OvpLO0(=27h@F@wJAEyCQvAGdD0$ril6TuvKQle z)>Xkb9(KrfcDuYx&Bv8{Sa&@@q4n~1)3KxzS`iD7pW>$M4PUMY zQnYO~YOe`y9Vlby*Mu?9g6;jlF;*?e;|-l*#=`=pYas5wV#vSHoma$%m4)Rm z4EaxT*XtV%zp=~TxaEHZHN{2cRHUS-1RO04tYwt{13l#9DF9#?v;cx=pOM{Y}C(^ zcqp?pU5r0RxLNyXfAaX2UlOXji>aPu^~;%QpZ`$4PrQhuZ(!fkx>}K*(PIy`4_Hqk zSfo+siO`T75Aj(E5~+!WsVtwrqc?h=tBh0%x5{h?(P+Z4$JVF}po|5%_=4Ip+oS%QBmR>nz{tq- zCv^YoF#g=WzfSls^!e|Q=f526FR&AcN&bm-0<>sYSy=!yOpGi*Oc98%GSD+|=)nCa ztdkxHV*U;51R|gRz&ZhJuc+p4tP_Z1{sDEuy{f`LpiZWL1~?i14sgB>{&#@$H@D$0 zv>rIYzo6bf0nR^O5Bd|}WM+L`+W+zvBo*a*8Iv#i=KA`k`r?x^)cPRcgAf4Hq->=$ zsJ&(oi>j#kesq|eZR9xCF%UTZJsJN-Nl{w~$V5WWLJr5D2?jq|_<6N#4I$^fL%H}n z1$7N=-zz^sp>(y7)RCyjBY>9{YwpU{@vTR{DIQaTG-ZaWf^Lj=ow(>4}u2xIn@Ka|$KlFvV`^@U8<~`^K82}A^cR!T! zxH0TEM!~Cd`dWrF5D|3XJtqJFxL|&^z?MpWm?%isTrdF<0Tn>caCh&SSioI3A+&1f z76KeKw12t3f4l%pc}_Iwfdn$!i@Y77%~1Y$Ki(D!2-=$P?!VF0KVP^4D$<{t`tPxM zppN`Eeuadpin^@oKl3YS1nsPie=EmdY7XQw{DQ#$|Bx(xq4fWSWbqdTf|;J}H@$+5 z;onj#{te~gA0!J_phg4f4nX1qkZAD-$%2jf6_bCZJN!8Y8}JAHTIK+b^miF6GY8x& z)#6Xt-_utr#BaLBYl~NU#h>Xbf#O#lct=JcapINm0j!66&2!KLsTe@{YyImNNV5Qv zM_$PqOh699FA4^bMZgZEEc_yH{35aZebit1e?$BDmp1=)&i~Tt|Jj{h*Zg;8&@V;# zzqOeEP5=HKQ-pyYNKN@o6=4SMBm)C8!+)lVu>G_71QI;{VLty(6=7fj*8GDj!tpl) z`WIJ(;gzxS7g+?jb4eyZR})fM;ol+gna@(&IL(4^AbwHEx!J_lV3ig0dMq*WYuoB@ zI&J1Yy{LAx^*F5qm!7gUgJW$xJ;=^Ty_{Jec*|FJ`qUh}>tsL`v$3?{d}e;}SP(^- z03D0hCCj_y8&|j72IOZPrA)1?v8y6)2YOGAv5O+(cR=3Eh&^FE-fhO?-mr8n9Xj~# z9%Li4?wjp95O_{y7eL$hlk)}erDfQ9Z_&(Bj`_e3#cp11f=@i$p-*n1E?@3M;#`jp za^puYgH@|8KS__pFp{Dbnt>zWo1i}I&EB-^ixFZ!UDGOU;jUNRLT+62kG|-N4PoU> z$bPP}g-~%CHEK~?!xO+!JKq?9xTu)ic|b1xRv3Q}zgWUJWo^;vuQ4$m|4ohwUaA&w zQH$h1kxKW(?1_!pz8jGwLf0C`GZ9tkpCLHjdYKxYq;da|$~3vn81SjvI(0cC+bneY zz$Q$G_(D2mP$dTOz(NJC^#Yw!0%31Zb5%p^o{}5G#8=wXfHSk9XGX> zylphJ`w#*nutTs?Aq$KbCz+1>=TkUxvawc^raqpzbn_r#{Yjon0 z3qoNj8eF2MO)qPRSX*Bx8*@6pcecEGR?4fJ&f|HQdT%uQMh}mjB?~#rM5`ES=X9~` zY$ea)RPmI~uhx(!fPswHPW8Qi0oQ33CY<+Ab_9LW0n%yKwf zM!n#;;;V&wFEUx^^h=y$iC8(O!pMpbD)PjarLc&$#ozu&CFogR9bctUDo~e5Rn7N; zF0?krEg-nev>P#!M=*%@|7)$YZp~8j}%o0gaO^+(Ys(DDHvpr zsd`c%L1m4ufchZ_@3~9xL=TF?FH55Z-1HW$GSG<7Z|m!6FhWB?l?4F}d-@D#`aUdP z^!(7%Q!hGIE+J}X<8AR76YG0x!3VRu(w35yt_+S4pK<@zRC<4}o4WTg4tPTB_jjJ! zTVWS6m7|cV`!NH0JNJ@@RI+uPIw_q)PLHye8}6oTN>WQ}sgm(RThR>6k#+_$#I+&y ze1^4^me0PKVasSO*I~S1QO&5|)FzlK5iu2^(W=d$mMs!4KVbVA*c+^VHxg-(;JG(4 zLsGw79D;=YVv(ioc=>f4It;~M3$6#=xgG{jIBH;f{9`42Cm@=Ok$TLL8d*-onDjRC zB`2r8@yK>@VzKtea?S;c-hdtoFU{xt+ZXjVc=uH`f0ZPxe)*6!$RnWnwvXnFQ$70dah9nuRj|$!i^|8TL@uW|9@DS+ z7WWyeH@2v5kLJufuXK-S|9-H>_M7bX5Y|y|*N$$$3YH#P=Gl#G?LOhY2Gqkuz6pIK zyqD`6sC_l}9&4y<##+QWlGV4XtjrM{5`537$G(kXGuiwPtmy`(ArU@=Svh&IOmDFZ zT(fh`1}|>EnwSsOOb25l)QAj4FNQ1zeZsN9Ii_EAXl$S14ZntLB%jF^V;Tp6q+$-# zuS>_ug~ln%0U=ua>90r)ndq9K@WJ_8a4-$vLlJ16;^g)^1^4)Zs9W!;oF@WKb>lwM z_e>p*H5OK->hUNym*^?wQ6?iDZ@Dn_szUB;<)Zhl5M*qwZg!anc%5!m%xzbjeM=ic zLteEUNZE|ODQAf0zQKlE5EAO>Yz>&t@E=WbBXKHet;649z_y!jyKPj)EQuPKh1ii) z7=U->DGb@a?MCVsr*&}M;+FbmA+7O@_m*ttv0H&^rxY^gLzoF(Q?~;Af4jUXFc4nj zU>@J?mS&X_L!Nd4(bH@IKX45MpFbsW9{36J#TlgyrvR)H5xG=zdho>ZrZA{g*RSnp z-1aaMMsTMhJ6>gHBP)FSIHZS1=-qQm4f*Nm8=)fOWxONYtrWU8;?cm?9 zpiK~{zZ65iRc^5W{mCjZhg*m4=0s`R&`->AU1NK!N8_^=0?%V!F;hH)RDdtmj(eP7 zuE+0%dhEg6Hx4EqykENynX1~#HYM0i6rvH`!aJon9n4IR3|f{S<@M$QQ|khg!R}29 z7Vz>b_b(UH^^LbxqN|l5VgTo+WnBc!%zK8*aQJz%gNJYkb%d30MgH2gdDI5tL(Ha~ z@KF%EZ~@}M3Yj-g^K(itNLYa@{%JY8b@4nMUz;js`>qTbnjEdlIa%Jmk^QO3GP6IG zd}nq|RasWJ{NqD-=d+cXGt}XlrOz5dphHlqo{FPbXmQ2DxgaY_lOiVc6xnUJ7bHZZ zE9juKsRh^dz;xn1O8-~!>x7tZ7t=5pxz;HZRf*T4iK_V)_Gnj4`}%yx@#z?F^-GevCx`wu^P#lC-dL ziuL6-Xx34Lx&nSOJb9CpI3J9t9FyohAphgZL5~B=D)XvA;8s(0wcPXjP~Wbg4Tpx(T0(h(J$YOLhGVRtp1Q(1_GGh$-2v-BBTo zIN8nPr^17_ugVOQ_iYRY6`%KpzM*q*`YIkAc|K)Nm#K&e$Y}Ol6y<2yPTQB9?}T4^vLy^|7tw}rYsRCqJWwzQXW5sB zK#mGv2aQR$8vOmIC=r!D4woj}OEi#Vpc*R$T1&>sz}8a=u#yfJL#!kM{w{3#T|WV) zyfGsAk%oCp0rbuuf4R`AP6C?sdp8;WrPS|qxez?VSw8{EdNx3Yv-Y);9(F-&*8z)P z2VY8(Y5wA)NsZB^Cy)*)3QYgwrLBK~9tKql$1SmiAGy#OPhJ5jW?<|OR+y+kU$D*B?nq!qUO$a+{v(K4lsibkWVeOeVJ}Z~gVPjvv zn7ba+*0~?29}VYHv~@RJE+&;_s3mQDuWcgEyl!zaz_n}1rwyV(VKu$D^YjQ(pg&e$ zX=pvXR%LTTK4peWMl_j<$S$m?Eq7>JH9~T3Qote+wlvv1lT!O@!64>sdd_9N4aYv9$)k#m|}!p9nq_@p5EF{+~k5 z1E`7ZZQ~-nh)8eJI|zY5Ab=F<9YdAgkrp)cC?H+BROwX|6hSW1dp96KP#|>aQUsAI zApRHb^?EPfZ@!(K%$_IjyXWlLJ(xs-ClU$5hwVhl9;c~oKnXgu^LRj%F>n=j958^^XQ2b*!LA$n# zLfbX@D0+x09M|E3DH{z>Uc%-RnQz*tYvew>eNQrzG5bogIB-L@0Qu5JY4M)@9GUNo zB3M|^k774ya+A9E=f4SA!606|+E*$JMs|yssA(kfS0U;i!?E)8V>pw+R%})hWg7E=t zT9GPN?7TCxFKItm>pR~G5WevJsII$me`Si$U8L`GHmca@E{smo!4~f04|uzfpkT$w z@~tKIJxw&jC7k-z6<6s;BzRzK+#kJ2Hb^5jm^j*fZotUOl2;|V4aRT1$KyTNZd3V` z@L8?q1I=Xe(MGe^e6_~JQc5RBbk;pI3@!ezGHZ;O;f-x>W>daNvUl?j-zm^0?RZcI zo{;(zX}~ibEqFN+?{fIv8+85Hq8tYiYt?_>t{YWl2HAzh{vL78=m}X6GFX;@31jhjN()*y$DVEaSWR$NAx|H|phMzrCa$3}(FeLwVV^e#;;DLwP5^ zm!d`nQ2^c0psmTa7m5XC&iBF+U|w(Y*>g08T8mRM3_c)Soju__mw)7MUEMe~oPR93 z*Yep_x_S3p3##aiR+=xSxtA$r>Y;YZNo< zM==pl;_$j-f`at(14egwW2scG{K2`zELNDbX63tHUb)-5G5t9)3Aejst*CA)QWowL z#xn<+)oyZMCdy5Ehb$aK&$t$c(a?LxEm$m#+8XOI6vPX$R<~2qfc2mw1+HeC+iQHC zVV&c99<*0fz;O<5X%**+6ZcC)HjMA8Mcb2cB(Ld)#U6I55=~_$zEDk%rVsA$*09UV zCRijtnE6^!E@RmBY^$oSZW@tk;+E#(ZbWEy+o$WhKUJWce^Bmy8Ot*219dXgtqpC< z2`6;5aJjzt*eiger@*~EE5c9Dy`%DUVfWW)4|7xhPO z+h4*}alx(H)dp{=Q*fFU9Emf)QkI49OER6pRHWTZ>P4% z$QNMlB;n+Ad3S-KTq*o5vW9hT?cr!rdX9Fq_DdhhEQ=(*49Ur-2K-b+*=78760)xhj=&}#v zA^yA9Z6n$7iLVFUpIY9$mN=MLm+OLhqXLTW*wg+5GCA zLehp2>ru&dlL+&*S1wn*Uv`vvVXFQTGZICefbTM3*Zp=3z0w@MTH#$54t`h|T$684 z#(u1&d@#75x7osWIg2N>pjRQ%kKdqt>J=Sz*nsM;AeG zIG0%zkSp5!Tzc-#iI3w?pOdaL@1)>!wqoML&KyKc2Xa9CE-5g((P{jS8SJQny6Z|9OPvz#!^ za~CRg{cNfdzPaTqM+@uIP4Je{sVg<`83>BmZT(~X22prp)LNa5vuGW$FW?dm!|{xA z))GQjS`bW)EHGWmqq!EUb|a0fqRRj!WRFe<@on`FN((OMx#qL<3;1do>nd-$*(@kA z%SI)X={=ck_Y$gA9pN4EY%?G+dk|{-crjXAqcea`T&V%O$f)iq{(Kk3Y)sA6M;&}N zXzn!SnJ=0mW^c%MhO-b!ZQB;HH(IpPnWih>dkUAb>47u znZG}NRygMCeE+HbnAmj6C;F0?L|otyH5Y42*_v4l1w|vd5Clbq9A`^e-2DjN-3=wq zxZwJUXLK)3RvPEe&Tc9mESG z*08jvv4tTDvD^3aUR6-9_ac1nf60$)8L)Os?io>aJF#OTwy_c;2zXND5%oNw1@>xx za=jGfw~pxytNEfpxnR{|Vb*7n++A%U14+pEYR4W&={Ig#W&ga`98zs=?V}oi7arcb zB!t!;pB%0b>~qCf7ZD0g`f569eMq|Tv0do<&U0$^($0%kx*tV5WixyP;zx!0WU>kh zs0WP=(IXDbM}y+BKWakfX7mHlJ-H?ynG2wTHp@-=Gh1;wsSGZw&i<)P-H0buv(PRa zPf#D6y|+(}e6gRPf`>_gy{`c2l?k=bZK-pk7vFum{!uZk*Uii^?Qa{2oFZ< z96`T%=`BOQZo0wz;8^bIi#e`JCS6oEI+bWdf@-4mpd#PyEfrAdT1;B#t=Q|-1d5W$ zmCZxOMqY*Qn@f1$JA}cj?WWQc0}WMZ-;pujun4nnY41nUw?zZq`XqOQs}YW@Icn

!);{#9HF#s3Np??GMxwYO*T5NLX$}xK@8XaXf zZJ%k?L;8lBfHL>yrEbiJJIDlQg*%_FY>2YDpIoBMQ7+w9QVcNVcS! zLLl8rACj`2FlB6JaXeN{qRZ&m?d?QITw-R*_VR_&%UD#c$991{Gg@;}&>7CAy!(%v zd9A!~v)*SnB_A1PSUhLDtBdw$KS&f&36Ch&sW5iC#p%OK<*l2aN2OW-f2STQdk>~s zKAGCDN$T?r(bOh)eGM$-f9NY76=IIfpjQ%^kKRchF(BJYUIldWFz5#Y}}i zywDO(uDY`p7M)_g{x!?>70*XuEPB3T30})G7Hav|0-R5WO~S~dd~vNO%N=Umw(ah9 z>}f`z^W*DD37_luI~&b6Ll9 z3%7(SG9S`EiTL3AM*B)wC-ZTEJfhV2lH|^fdJ~Gz!TUC3tPJSxz?%eZg|UuTZr~)2 z8Kk8#UU%gy!1sB-oDijVB_UBlFy6f=!>F^jMkZkM=Ikd+f4a?Xrn!59jbY2fR!H)J z%vQ!R$6f;ydhAY92&td5pJE-Y4+=AMpl?mFasObxA+$tqBGi08aIcwnmj10*xaGtF z$qa5oOXU{9Qm4utTeP>G)DCI<9KRo&bE$9!?84z9S0%VA?@d&}6@eZ3roCN3B`(YF zFxo@PJ7;#O+np&O%{1`dSB`*&ZR&OA?|7r6yZIOC4c?mEW0Nk`lGfLf{z5@grF>Nf zQ)EQj_;tu%oVZ73%b;r1QD=Vrap-dqtWhB?07YlTM|)H z%#t@-dEnFtX&ibM98DC;OMOg_CL-qeaiVoHl}Y1Nl^gcxnNpC8(e`6kD#aEtNX*P) zESu$3#}~Tqj5|jD@N&IA(F*y4usYJs!4$(GGWOY(s3`8LD|bUUs^#@6;BQQ=y-7F* zfmT_YB8P+6H)Zei&HCSiFiLo{NZp@L_`V)^LFv+_^naB8f7bcMg~ddF*8Tyf$DeKu z9xW$Zgu92kgC~oTJHn3T8jCzYT)l120)ST$E-dmM9!`#MH{jiQK|6O_U*5m-Ps`J% zHCrBloWP=^$6^dPQv`*D1tBaqy{r+QNEQI)dd9u*_579e6QIF!+SM=lCv<{GQBnjX z3;{~E5D*wJO+igSAZ}p)75UR|!}Ck}X*)6f2OR6Kv7LFWoIC*>z}e*j4k-YoVdrHF zFu1{|;|Bx<0KE+mAx`-MzuHdjaK%#^EKsXI6Sds!PTQwmnX|Try`K+o0RWZYFIyDw zezB(HFZH}N#us7l094b#0F&YGjRkOpfyG!HSpL*Rz@h-a;p|%$_+J`GSOkbTr$K;; zIj@00r>3LR?Vq`)43Tph7z{iM|JFo>C4j5?w+2`n&gTLp>)&&QPZ(99d z&L?)hUtv)&Q20L=Ckg_ezi&Vs;50ZN2LZfU=QJ_UZ*u_D^Z}s7`8X&9cwA4nzwfUI zSmd|40<_=e8PK4==K>GgZ|4I;&i4z?R literal 0 HcmV?d00001 From 72cbbe056ec65c18246253eafcdbe0de905d680d Mon Sep 17 00:00:00 2001 From: Shrutiloya Date: Sat, 15 Oct 2016 22:30:56 -0700 Subject: [PATCH 2/6] Updated the correct shareable link of Jupyter Notebook Updated the correct shareable link of Jupyter Notebook --- Apache Spark Assignment (1).docx | Bin 0 -> 43067 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Apache Spark Assignment (1).docx diff --git a/Apache Spark Assignment (1).docx b/Apache Spark Assignment (1).docx new file mode 100644 index 0000000000000000000000000000000000000000..071901243e6a96c5ddf3bfb24224e0852cc348bf GIT binary patch literal 43067 zcmeFY2UJttw=Wu0x(G-U5K!q|kt!uNKtMox6C%<q0@d(S<0jQ8$6Z;byq!lwzz}R<)V2_TufDY zXyDQK_lR-Z$9m~0)}^~73Xl-_-%UKg2VB>G>*5N_w7z=EZn}7j>nFA zHV1Q@x6FN&uA97@F!h=5o!yt})6tnd;iFf&j?-=oz-^fiVOJsVzUMGWlz!a5v^L4g z{iNdYep~lA8}qQi{`W&GGY#i4=^?v5rJBma^08>pbu(9 z=`isbFHTzYG>E&M=@vfEFB|+VpSU1ice~M0*fqSRM zr&}H7!>SPakxGVJPK+**Wvd@M9Uex1NnTmy(2`a+k24O0HN)P~wVqvH8IWV?_n_Af z?0BuTU2t(j=I(w;J?qfr?5n{_g|P0IKPqeMT#rYex%Y896kYNirGG)VunB*%`C{@? z(ahz^E2T>L-?ALja?q|Zet7I`*M)MC-kP{^7Xoy zYh(QKre4as#Mfc0L-!6c3mWY53B8|C?UJb>Zy?!w_P;MykT}wc8lJ4s_OE|$FVB+o zlyYdlV9x*m7XeIkq2K^l#eXpxSFlU4FKv_iYj^us1EQmCakSq5wOe(@=*y)`+1j*3}RsQu}vZIB$s*b4&PyMUEJ>pj~Sm_F?ysxySywx*8;y)M9N^}ksi2uRw zfzn(`({d5JRh75vJD-MFs@qHy(|I;~RXs^wqewFM_aHkv%KsUM^&#D}gVO&sx5iu1gbf|K3+xmLK)Mu|IDyoAHsk>2Ei z<1bB+`&Ji!GJJiKJ%oPd0w0!RsJsklQg|2Sx925pJ&?gNtu*dtuM$=E?#;bhYQbho zqIU0p1*Q(NNyV-J>09)dw&GOGf3$IzV4`FPWQX{b`cqbeMH9WPW@4l4M|v(vP2M~A z+wkdx2CpF~1F0d@j$h|~+Kd}-o;7M7RTpf&#Mse{RcQ+id2Eot@pFZ#BLm(;F1XWG z9Ic&v{wKt(PPlGTJK^ypqtMvt6`h~i$Msr~2kG`y+G_vrbz9)AceXPN0ALpn0C3V& z_HW((pS60&aVafVU7!n98Ob5w3A*P^D$+4z*;0tS@rw3dzhb8;E80=GsFrsQPerEK}&4N%CwC;;*<&W ze9REB@@PC_@Ae*Z*z+`iu2{ECC;eCixRy$3L2N`nBTiqCjJ;_f_UBQ-u}!CeS#dNB zcqFN=_s8wxG5^p|`KLpJ?~+Akzt$*uuD3*9q}fu8u4C4;%8nY$l@xHci z1Ai{Hb*OcJPFXnMu6f?XFz3)?%ZceH_v^msm`t-8Uf0!CKU?&{_Nx6>&exqvwb8U& zx@(U|8Qa}&@?ZFh@tl2g(YxKX@z~DsHU4UAM_ByKj3Y@H&!IogiD_RZMU(rES%i6;_gXQ;jclw|5eEdc#zF7R2-ZiX+kV&U8qIuFZj#6CBkd|divIz9*0i&EgV6N#`){YPSM6M` z+%e^nPe@pFHg_&G%sF%S+opjwuY<6$>5c;L{MyTsn>N=qMI4SK>+dw!-r2iavB`{k z=Im)0Z!n602shS@A)ag|Jo#1Xe(>$(mOYfFR{TrK3|#)qf;zvW20|xt%_3 z)ICyORd2~FqN|RK%qv={nf)}j;^(V!s?OpUpQV*VfkA)4BlOF~1O4u=2T$`pe5A-P z2o_2_V6&RNz=XxcegA?d_0{?PQ2cV8TJApG{hm9mT(h|Xc-dE7;G9!Y=@)OVt%L3$ ztIr#pg=zbCRpXaKkK43+wnQeJ!(ikys)64!7d=ng%d8aedT(Nk?DSK@RNxG zk0HLs#7qaDn*&pKjY3!7#xUsqi1l&PEEA?5lLqVzho6edH@GM3s2yL~>_pxMJ=N;7 z(^-AtomLedCv&YL^?29i^bM;~Y?aX3rZ83D+&SIXY=iV!Ju00~Kfk*D*Nu$ zm#=Zp@ApV8nurkuqqodlo=xl~qo1Up&lYVgi{KMgyJ?&3y=>^{1B`syAjZVw^K$tm7A+I9qW#>9kyb!^JyW zdg`s8)2tj%sb0PD0rK_1q{?`6tLj>4&U#pzx6l2lqDLxq8&A}f4!HR5xuv|UahkNU z$~=^mTd83%GYLhEyn2vwOioRAzIU#7bB-<+K@jtU+TpNxDx z))-{G9_~CmR$3*{Q4?uoe#c4LZpH^tz;`i^P2$SoGr4W8R>H!gD?X)V+ad7=Y+P2a zAC5PK6%g2cG32qE{v_O*QKXMQw63^@v-sL46p#8Sd+kEAn5RIliSJ&HZ|Ysnw`p`ZQx%kR)RMz3=Bm8YecR12lF>u-cdfl-V z)A+(h0vTB9JSP<)7@?$&ec3_TZ>4z0Dj8fGKA;}F9(BqC!VCU2_J|9mqtf!f_O3?K4mzzmb{->JXFx##NsOH ze1pL+Th~9>XoT%sk?Yqpx=C8aH6N~y`d{LfvwnMYdpG?oE1k@Pmq~epb5?c?Ighc6 zZ9k=NW-iwjd?`utc~!-!JiV5RU;9{mqXPeKTfo;MIS&LF+KtDC(N(p zbOS!O3<(u*tk~yk-kS()3a#+e2r*)l1#4WUj4y zM&=SCNZa~@k-p8kZ4BdiE~R+gusX)EFr!R|!eF^i!v6KfoS#ZC0bNXGx+h1X`l|9v zFDve3dz`8XoFKi|xk$&uq&@m{+4mWpZcotVq$I&-xgNeChLJ$X13$W!lv`)&)D(O* zXX3|8mnuADUHx!%NOZJCYvS3_{b>_8iOcaY)9XwW-`-}z|2AuBDTS=F~=!u{3gPma^{I~I;2mx?*1SuQfU z)nyjQv3*=M{nlo;@vA&#Fdmw_dz)P$`)$+Qkm-U?MlApEZKcszV5vH*|BBdQg~_eq z(o@Pj`%jF*el(uRHuY;7u`-@iQcl<|Q61!6o_F4Qs1QGLB60mpFL*V6*Xu?<1AR;s zldGYlq8^?~Io^wIDok~}G|YbzP79 zxFhjQJk(MtP2TqDa{YqKr@70-fz$m)P~p?P-tOWeha~0#5K(N%AVx7Azy7rK)1Fed zE@KqDt{!<@Ec#wX|E1Xm+_sjd|^zewWeCCi&!)9VpU4RETQ+@-45J ze2bE7Qj6U)m z#ylf}8(x(>=VpKk@={{{WX~21iVLixE;IA4i-ZqlM7m>-|3V=Cy*~<;8t&p?002@1 z005qU^+$s|-F)2?|2|&(E7IDrTlQO0w zM0%T$zn%BYs879A7v=MPU;A0&8;MW%NGs_F1~uDs3Xfjjyv;gul=UJa^d*qGqpEeD zf0*+XfgTtYsmS#hW?6S&t9l2PG-h_0+0wG){E%grkVtmHFgHxM}SDAX=Y1@+K0arr&*Tz0+`_-Lz z0g_!brqhxV*y20UQV*Tk9@qsDg@g5K;$qdvEg`t*2a$3e44M6p7=dr^=3WqZSAXHg z<0&t_=dtte>c6dYhmyOce%V6UhM5!;LMC9}{B&oZ%)jCnKgz>7UATW^lm{AJDOgq2 zsMy!ll-2t)!&vO5Bp=H|z{k8I{$z25s57Sg43g@jKYDU|qXHIo)J_smY1CQC32`A# zNX$EDN7a64nE{?o%N?R{yplat<#Dq>{@G z4zG-3w4%Q?Uf`CFr?*r+cW65>eivwa`;^e9%k`pvG7Ku7((Ne}IK+%AHFJEU>p-mY z;xf#Yioa@s&a6BCf|f@h%p>E%beu4e-uUon06<)PSkmR$3xvDmLciA?lsXZ&~T!@gwkE|bh3 zfA<24k9^ltdan5J3)j7hrtVGMjBe=ekL0AUeXwrDALnCNIeARZ&#YXoR5-ZQ?*eK= zJa#Q1Ek}?NGAqdS&f)d*x4iMVKi=dyDvf~aH6TeVV3ONZjxH7M z#;x2PV?3*QG~N7Suh-Wo^sZeL5VkJdt&3+G8pS+=o!>R>IYIL6Mw0&E0y@n+BU9=W zwik`Njy809WAYNjZ%ID%(afGUlBhScX`DR1-Fr~D zZ@Fl*pbaTKqMt4ZnZDLpfC+zd-$5*S-97zkmNNra<1%#h;gPCz)31sLJ5#@cfOl&% zUp(obQ?3Ck{t-?Y@O z8{&DBMjvt3?Ol(_9r~-?537sbK601aHRf*l;oZbjgZirKz?~MxU?Z6*y&?WEdp;;R z%(HZsk43W?S5w!x-%Jj5nHbUPR zRnYLe7jod3^>18%wC-e8g(|j1{yZ^qa%=$iE7w^>ve){!oKQ+8zf&pnkNDs6VK<8B zx7e1NoP4fU&=)zk%q1=ME|v=g>!q7<}Xc?`)5j`C`!T)}(M<)e1{rC4YTqWKMK*I+A?qfnb|J7(u`}_01oKL@_`+s`V zNWDAtuf6G#-ktu}>wn3LQLzB^2cF;{aG)pn>80xmR{`p`4UEtH^>kYM`&#_(OO6?# z8O1G5!xu|>Hcni-$pyoojQGn zo`I2xnT3_sp@{=skVGhXrMR(k&WJ(K9| zkKH`xlQ^;Kj{~BZS$O#_@C%4bNJ>e|D66QdscYQ0b5~bS|DJ)Ng{76Xjjf%%i>sTv zho_f!U{G*KC?qUAIwm$Q{zXD!T6#uiR`#2>IfX^VC8cHM6_xc3jZMuhpIX~`di(kZ z2EPmqPfgFv&dq;YSVUvieynf&{I$7--#<9~O*kU{IsS_;nmqr7E!y#4IQw7tq6vZS z)R{A<&oKVQ7u~7QzZmB{Lx1@i!}(igjL!aCSCpPJao>LZ{$n?@=yh`(&*Oke7G5!B zv^f4R*8b+~{~Kdb|5u#-cgFq)UrT^HG-dpcH7e~P|FI{~?xrr&)KZDM2snG1j;2hf zIRQWbWtPGWJx{!*)}0z-VT?;f$JCGDdOs_T$aT@-s?&_b3b?22e!N~Xl-u1g()=j* z)j%xG7!VF8OQE6=hx!y=DgfPuLr?)So&YK!RuE@Fc|isApvY<~TvWiiF+c=Y1Y?0u ziVz*BfH+bQoLuqlG=&@7ZF($91+c<#D2OQ)kf{uS_oNV|serq1G?*f|$4mw6mp)@B znjz_dzf#HaR6uVe8c4C6prZm<)K<$*IBCR?L~w^B6)>Cw0HXEC+*Cjz5Z6KlupPxv z0e>uRGX8Un|CHlD_3{76W<+SF(`?g|8ruwSOzn$^FpXQGYidcQaI!0~!WoF+OfINZ zAZz)^L)=6l72w)}rUEF1;ktnEOaM3F0o_gd z|36P6QSjz$avrj;j+Bo44ZzjV=uiHG=}-NG=}-TI>CgOw>CgUy>CgRx>CgXz>HpLI z|FP@eKkfe?EB}Am|36m#|J?uovGV`t{{N4a|9`6eUnClVvqLS86Pk&U6;Pg&H}FS5 z9`>`asRAV&VgR+MKVaYA6^|Z2|NR#ga2n}>ir2Y3U#rX?gyi;gx-wnZMy$i&ebK2b zP6~MvpYX!5!ms8RgKLZY{T)Buuq+w3ZtGP4WMPPP3Kq*Y&_~;Vt%{I(PuFB-Q^jS@ z&5D(owM%+hB!$dsyB<1hRbwLxJ_5-+d)-B7IGJmt-{~xoAFsGp_7b@IzJLMWT!!23 z7GVZM1H0eV!_v}vltrrKLrU{>o^Xk~3SdIWTCyKVQQ z`iJSIaYSX;liPvGJPfUQf4ca!1=ejkt9R1G&jDynIV+=)+$A#RA_x1GKLSpLI@51<7{Cw?vAN z43ku)^cRvF1^Oi!#SM${ydyNsr|{WfM)wAINxlxF-&eKNXk(}$s$ke-?DrDah}ZBY zdux8#Br69>{~~Y)jTZ7j*S+j8T}w^1AxKx++CmgDeDPY&z+P>e&x7|#jvGa5O9)O| zFZ;({**%^Qjfzz(SI&8RYvF$cbvBg$DJ)`LIFQIo?`-tmE2$o`{ifbBq^4r?tNW zQ-5hmg_k}XqelN&zHNuLL62ERT5@JufW4u-TBVQQ;{Hz%m)Y&y2Ni}!Tqb#I;=Jp; z#f#B%N+!c&im+qhKfW|6RTA&eLf+GqDH;GJ06PQqCd%T|2_D2UT>9$X3#12e zIO4~Xpn-VGpv6oVs~7A%o*@DAM~fLq7C-h&s@a;KpQnh{Pbq8j8MMzL8-L5{HTskv z=Y6l(H{puCH|$-wVP+QHxMZTW=on6LFfy&ZrB|jU$vmBRX|u~lQYQO{LFrnh@phq6 zNTe=_8{U1hgPr8EjpT=2M9@L9SE+yjcf8Fdj&Uj6LS5-5%jY9 zke*riZ~MchPOK+J)NV|xmaBAL*&(?xLPe^%IKS=5QRj3vdK^1Q@`KHZoJIN|7d?7F z{O~96BoUkm4a*}Ml6pgsAG&IR?na6)koBSc-^3^Am$r}>x}+DOTEujW&yd!gx)X#k zp1!jnUm<^$$-N8ssI_yd_OO-YIawy7oF_HNu}*fw%3BLynGSS4n`}^>2xUl>b(KJq z<+ka$BDXt7(3!H*mx1fKv%6^z+qM?hfyN3{z-k3d7I*ZrgPEjGv>^E5;n)uUSrHH)j4zWuT-8x`=*t+80RU7Rl| z;yz6*;gi-kBFlybHO}W2)6!j0^$?eSnkMPck%LbPfbQcdh>Or`cvR2Ib-c?~Xeg4s z>m2bkT10YFh*O%VKNBBV!xeJGXFwsvaW8&gYq@o zuw$ldtH$JMg*nGlFNc-9vahvym$`qex#xyV5hfdL<}%)!1Z`U8l;^HoO%8L+$y@iV za3a{uN3vg)V~H?WM3<-Aw|$egjU=6iIeQHhA~bC!{cb8)DlPgirC`WleBy> zq72cczYuI>rhRXTqrNWjjybYXEvjZ97ro>g;3IhWq4JFtoc0ilVu2d~d4_c=eOS4zw3p#9CG_F#O;^TZAqWUHbUua-4Ekx7h{B^7yU>+C~n26mK>om;R9GvX*kE z_xNZ0A)$S)N#pX=;qvW`vn4TUdC~*L7t7RGRixCL=Ci!zd-c8KR}z;-?qQ~5whZ&u zF5EJGt8Q$dot7akR#y8lyrj00+;s~dO<_S+K;{YOPbzfOY{?qL-=yn9xT6WIfe zOa`3|1}*#~JfCR7a?$orQ^sFU@8Grv7fq0B;Ak6)+BAAL+Y~?ejOAal7QQ;bYG39Gf@Q*#OyLb~znenWkR&Iej#~TS1 z28zKIhUbht_>J!F=8|+~@$nRvJ#<|RMfBvoGLQ-Ol?o8)0ut2-H;BRLaURMviVsS! z*z2g)i)0T*azieYJ>Ee=v}OBNu1*9a`JAW#kLvTpxufo5>k_Y3+gb(iZ_Uu@#-)YT z7tR+mRkv=RYs@KO4s&_VF8&sN^RId$ZIHXK9G(;-;EZLO2 z9fZtNSV8C-kq3B*1l$4P?#X-DH6NXGCz(3uVGF{F@!dzLb8?M)EMy*H_Npf6g?(*R z&6YhCkk~kVQnp$naXdD*tviWTNwMj(&)8RZ?&j~}R_?So)!m$)Y5&xudQ(!t*MnKT zq>yB+R-53rTP^K!9w{%7?wuji#3yuF{lKxM!NIc_W&Fbv(m-LgT2;hqv)&`hk`&1> z;t3qX{;jMB(E_~&xebrk5piT(ZElZ%`_`!?iQ_@Z%HIyLf!zsZ9RgX|g^2SjJ~w7( zU#6gwd|gN6cbFfodyHChG5Gt8IC6fCUT9Ij#P+?~x? zC|>GHJUR+DeNJ;t*<(@sFlov-?A$Dc4(dSt%Q*KB*+(JIJ2993ykqrQ8%$H zxiAwGRwo=fB4ppN5t-iN&^Tzy$3L7GnTHnmm{BqIusQq6MoxYE!>X#LBWq*nKqMn@ zwFOB>ktgdB{m~UV=gFoxU~g)w1!Sw25KKg3j3dxiE7|xvwm6}z3b@4E8VFZ!f#w`c zj4Yi#z`LkBP1Xj#=;EJ5^y~N*7OUz(MYC9nEfHD|-;ZFgWbB>uYw^C8Eq}6WBTLKH zpM4@ORckPC9odlnv@y>j#7j*oFtWgNFn7d4WYv_+d+?bG5d59G@E8qu-CLCW3};0? z(GKi)q9aPYty2VA)%3u3Lzv=$)m$}X*%aC}i znf;yMBCi{zt)4%lGI&5M(*ea9mA9mwu7=EE?bOAmJznOt0e9;C`d6^CSr?@xZT z*&i+2@6~=^EI(!^pHC&so|FQ8mW>E=^+Xab$sFg7z!?!nh$viiciXl%oYj81C)^`y zS4*C!<+CY=9Z|BsZKDjM_yTzD(ad@~Ub4?eRucsv7RoyfE3y&m>^{|ZB(C^ddQDkI z=1m6{F*kW_kHRAZJ&R=R^fA`$W}S&Wa}`!|R+r|*y}C7fO&lUp^lhY2cC!7O?!V1W zqH6C{OVKI;p0NP_?TO5F(un-AP7#NH&!+;)8Dl+9|DPo+L|!Agfvc$q0MHA*NLtg! znvx!UcYsZXhbEH+antCdZg8yHqDPVzeKDC4R~9ArTOUtftRsdS>`M<@YabVYq*}G( z#j^SAL2EqfAWk&K zAqmMePv#lf4yV?K#s#o*c%teVqhLxnWa}^@sV_nGrsURfA~8V;*U^0)_>GeA z78`--?{o}RZVd6P7cv@4*Nn{w*Ua)Ob)9w%%M|-oj>TKR5&BWSjx*-vTO_+yi%tzq zJKgCGqWO~b(cbP58brLjQiK*^BMzER0=<*i7}uVke1vL{e4qlvx2vdy>0VlB8QKGW zVXq$tMDxx<+10wY!7sw&<2x*H4R+Hj4nA-;J8ud{+f)!KQfBnGwpDeVpUPc)i`R|N z_Ah@LHO6i{y0^#inTo9}iI!*^M@P z!^9?hXg89%rb`31SfD^G!pnXJwjjDeOQE)S>l)lTmdqkYVYBt-y#fD>pydWxR*A2a z$72f4%>Wx~!Ge7cww+{W9n1^1AIvpkVP3vz!=eev;*u;f*MdBB#T6q^D**`60PiJ- z$*OEQ<&C0ody5R8p3d(ZoKzcG8TGDB{I||;>2*DWH%QKzW|vAh3&bv7>k%r$iFWT z?5MIPbW})}4^RO@23G0dssO_k1KqGz`;A5^l7jnpacPIu5*9OqAVc|i}WkixGxIX%c)3$*u!{eN)RJyvKX2BKzx}+lye&b#Zp$UuLSNuelR7 zF|;`M=PfYfrp~37Pj40=-o`T9hPc^Y-H4Lxf~na@a~Bf5ECSz^m}e`Bq18;b6t?qa zmut61$vbXZ+SXg;HtS{9ld|c zZBD-CUB0O0RWU5%ZEWOT+qql01P^mk`pqgrylj>F40Doxg=mLA=n0PjHT-2rh_k;_ zGzlpu`O55zB0VdTc#(dZ_fpok$4>_1z|kso!bG3jIQITlE&ZA;-Wv*a&;sS=X{aU` zJ$hwd`|;B4w$z7+I@PUK3wTGKYiGW`aS6}J1=XTGy%7hymc^qKIhNG=^_-LMZhTnj z%7j*<91DXH1GT0-*UUN({&3{Z9ooc&(F$Kw@W`D644QP8{RNIPEOG|v35@2=ae>lm zU}E$@g5CI~HO0g(g;b8w^3;SbNf5g++8TeiOXNmSIP62tmc2r$Vxxu%O9d>lu+w6rCYvOqYp6%3(pNo%NRXn>jpFM9Ap8tarQf6V3 zWRx~wq={9M{p0^0^vy6J8LY;vcOFdiJt?l94w<&jjvTF;AZ&4F)G&=*&-2BX5Wqng z+RF!BOCl0WG(?FD#t9WC(qgg;RKR0o0&TwhOCY%fC=r3uOtAoCdSz{%{7CV87fx`Civk1$P%{9KdsCUa9qsY1AD z3R5?xE}o)H#Ny2l2st?LbC?X&;Up)12UWU_tViv1uI??+=H8vb16-)b`>N)rsXTRr{1PF#D-C80Ey{MLON=cXPz7ciX&JewyEVZz^NP73c=wrIEt^%) z61xFj4a|zi{P=f?Zn;6Fc?L4fY7BPxFwAmU#j|)W zD}CB2=0p!)6*iz$b)oktsP$5-YsptMRwdoX2C`RjlsfvC8X-vciEs=GyFi;qf)^1^ z@?L^O5XOnxtBUMfG_*;Pk$e_E{@FAY$+^=dNE6(tobf~*amcjUM?7e!rO-=Fsidx7 zh<6R!g5Wr`!gJ@?ylAY^A@yQ?N?01dOBoiIx9A1HNO>M63J({>-K^SIRM*!-OcbWB z*BKUOdQPXfR^3*6kfLFcmk}16K8HBUb_~wMj8C&aN8*gMeLh=L0X*b87}I2He@N0A zg3ML48oG0*jtDlvT?ctl=;pdEKt*WfY=M=;-N8Qa8mm4&KOg(M?})H?+S7^0EpA0U z*TDst%cyeSF#F1bsr>NFbTGyOp=8~h)l?S>8=lX;e|1c2bleV&)-4gra~WQTdB9Dq zwrEl1GZgL~h-iLeCw!i)tVkAH0g<^R#wpCBwD{bT3i#Gal6RgzSWlI6_QY_Z8<=?O9h0AO9vbPebw0HQ1Y63*EX740vzSx;nz&hR5b1N4`_Wy zwnia3TeOXaMzW5qlSM*yW;#XC^W^jT6pp|2!59=Rf}0RoMB(;CUWS4MfM_wA*ewX` zf0aji&2{)x(G*nWB$YNH5=RscHU#cXB!c8YvKeScHgxRml#oD~K1%(8rkpxPk&iEC zZ6Fn1+aP5&h#`$|R>QT}^*G^+N5`Ee5&KKIcA5@v_sI?`pp>;k(2fu3JfxR!o7g}C z5pxFD8lAL=K#~P)0?7&VTGm7x@AV1_F**{#czsNBk#q2xfoWe7oYy;4SYcx0YRo>yR?Y6+9%$nJh|{u0<`i!zqs*=AAs z=g)iV;>v&ku{G&M%F%USFW2h!O?bqiMC)kJzl)J*5fghiaLI^b0>apw455ynL9Cwv zssD-VszmbPjUX})E5ZFFiz4ShzCf%gqD*+L8Jn6-1;N=`Vu0>@$psp?pUJ;FU3!}- z(#;cOHcaYSh{b~mvRlp4CRbzI%XIY8s2&wyoHPEQxg$!tS|Lp#5#pWcJkDpb3^wQV z9-H^tYFZ>6e*amKSYilGw^9tstQf6Ot@CUu3c)s473pl^K*>P}A)P3tv!E$KBz6hWHAa@sZwil6A}wa0jHUQtoiGl% ztt~#EL=D`V>{syc!!3!;HQ|Tz zIuDv-_j{kTFnGprHVcDP6%|8%bJJ~50sJ~DP^lAyjxaGE(=vb%fw-WNG(U#*+cIiv zMGS9Uk(pOQ8J~?H*squu0I!rh#Dy*BF@r80VNw3~Ty@|Ze(Ld{MkbY2@ z!{oyL$wKi~n|pi7X4^&*+^h1}@fgCRa`Q$>41U?x+ups%muETlBy&a%_kGdHew3%b z5wAI@tR(ijLG-k3|sx`cLG*W@);8S!Lw>+Mkn+*h~K_Ht}zfioZVr&rkur zihnfV37{iM_!b@79zgvM^hpXSWC=nI9vymgJZq!0SbZkWgFS||QUHs3J8&e)g!c~o2y z2@V}O_)gP18;r=JRhOK;Gf54qJ=Y{}L}9TifjZ*#V~}3#-+BgnMK~J4sfg1s1&GnA z79OfQNBf=+HU+;>qjd)pF&=-E(^=M!Al}tdq(MM8VvNwB_+#OO(k=U}q%tJ}6xrz| zrx_Kr?Wk^|0K*hl^b8p&=zX6%*w*^vP&MxDO$FGRd)EjWn4Gsf`Dr$jkCKHF%)({D zBT|tkagr|{&h%=AX*)`E+;BAVuogk+mWqeGlFQoH6~ z{koG`WljYICc~3VPu7Ep*socM;ANw`Q_!+K_@LqoM1$G@f+)F{2s=yMUgO)T!^>i@ zH0QYLS2!@f!v|lqYWm_w>e@%5N(C|0V8&NvoD9X@ib%8&}nSQ@F|Q65Orv6 zis(Gtt}Q3GofOliN*hEFBg&JciGJ+Qgf)#FD9mVF_Nsg9nn(*>t#Bwq?Qqf^j(WWxZ zX)zeom{K+7eZ9#1L8j^+MBD^lRhqK6Xjhu6;jQ}1qOdc!OPC`dHrzi$MrvUIc2Z{4 zW?VXb>(nR}X2eR5cRJWMshE8kgmJ@k` zEK?1ld(yWz-i+#6q_aeFbTWf$4@e8wTygdo|eBU(=L}3K*1} zAKK4)YCdb;x@&QBBZBRg^Z$FHH{&V-OS3RZMZ7HK$KJ_JE!mqQ)c>T_yL5P3P902? zV%#w$X+l=k&~<~rMfmD`Po0Q8ExlG3h!zoqOy8eW`KCN-FOh59mDaOm`PR3tP%mxq z_O&YtHqRYy$9lish?O2zYnt(^ZJ{)geJ_?drDz0MM|y$g&}H~ z_-L)`crNtMgrHP@h~PlDO6m)!G^Xa%zV@BFc!v0j+bz5Twb_x(*BtE}Kaa?94H({w z;kc(!UBa(tqGW8KseEMGpqyMJRiRtPTbr{``)k|ltkmftiZV2Ws6n~`kpL$Eg_}Z0? zJ+xx9B3ZwzAH)74B6f6fXF~(NtnYAeSx0%~m zcQ}oPDY-}ulWTPB)Z2Z$^n=LLlt#_Uw5b1`_xf*P|NosY`+r%ZMfZmm$kQ7VH86?^ zPPBL-%Fo-0jc8K?p}=YHNp;i8DBQ>Sp!!JM;Pbr>E5*1jzF!4g#1?QJ1Tk=AZ=DT0 zR(sZ%RCOZ52C|=bLiNsZt$5*AzW0icwjrH(y=6H{bR5u?Qf0DE#y!K@KX!Jq$`oYI znVwr?lzr^gsv@{3ZL;fFSX;Xi-!0N;9ZMSv6N18`h{0-h(_Z+;@~^@fH{m?AQM8<7 zIiTUsb+l+8N<{W*wLLsG8?&3frfJGR9O;4AFK6ZY*NO1m!ap`mCG0~egT^<+k9z(n zI5**TGyR*??tIf7vdEwnA~|{8vfMao71-#s#`-zwk3@=(5T2G-ojf*Fs5Z}3bQ=+P zi4f1e5ds^MJqV02jqnim(bfNXglEV8sfJBA5L>z_JSRw~ID0}JaI(p-B&rpGtgd!hW0mJV) z4)5dO=BkqN2u-zHOIy405mL(s{gzX^Ro+^|u-R?o75hOQ@7*e|$2^n|#fauK>zI?Q z<`nU;fHv5efTNQi<>0r-!Z_iV2;1+77Ze)c*KOi~XWJulI-u*Y^5W&hR+5Qoi6ogj z`z~c7mBL}ek z1yeL4p-UKg6Ti{AhFIhxh~=(j$9HI;g#z~a7WLzTh2VNgYYgoeA<=u&;vKlIeDt=w zzHKXBp(N77!x^1n;5OqlEE~Eo8kgr~Qzb6dFBAMn&`WmdyFvTPv7Kb-&!FJP&N7YC zx&!8ZCFg?D{pOFB4Ck6#eC@*Q5VYjbS)eNwK$LR-h#x1I5=ZgZ(d>P)sY%Fs#Q`=T zfs1&(&Kt&rkAOH(cx-moaa?O(rh%SdF30a)`ldJnFFVC-m{7O z**`_>35GmuNKf1#f)uj9FX6^$2|9W!&_XET{oG+4Hw-0@r-7%gSc&;TCpIJwh;`tj zeMVOl(&`(S#pfujkg`D?r5UmG{t@*1H6Nc8HG%=I9?Ch>b-~C*``46T^`VjU^l?jL zY0mp0EJ)V81nf2>FHywf1_NP6@=ZH`3>$InRJPCmBslFiIgp$nJ`AXSKQLPSoaw!T zNE>|WDkC-Ey2k(@N6Cu#1GztnyCzv&L5{pQ;X{9f{E6S5PQp;pD z&>|+NzF^yIx=WdOrAMRVCgs{huozx4s*6`wxScKTEm~6(#nB7Tkkm6P8oziWu*}i& z=rV7f;!aa1TC${z-*CjvF~I9aaFNXSw7w>jTA`_# z7f(w~U=3E;7d0K5iMLkkmg>5Jf@In&o%AnHinSstbup&wG^hFJ4$Y(e7Tu5FgnGc& zz3~#XN*s%?1C&HSNXh?n0GT_%dsYD~5#+-b=~Jt5>Pt z=vokWt?}Ayuvs@eYB1*(HCF*$sV&84itUz`x1BTJ0PkqlSine`IY(jaqBzyRTzpXW z>L6CUYD-w^q;-|J^_R+}s-pO`u0VN651w=p|4;$UI_b1{?!b&Fh(U2err@U+h#Lzz ztB`Z--x_+RAlJ=_?ruqr@dlkuQxfd~5T|hOnTOgnItGE}QzBl*;xNz#p{>IAYyKLi zZJmeN3KCdfG0rE@Hb&Ww_WO<+*-`dKWepi^iY%q0*|8Ql!==?Us0@*Y@6dA*dn+8E zr)Hrxk?1c?ii;?x7W@&G9s|7Kx!6^E3>pA0l=ZcxjQ6sqs1k4nr4Xafs79M^c@V*z zhIB?Lf_DyoPVI@#Rv&&Vx?%BiRlLdk<(hyL}H>Bq4}s zK@da`-9+ys1VQxPBS>`7iD42Yx=FN2w29t{9=#JpZ!zkO7JVj#!5H6@_msDs_dEA~ z_uRG4y6ZbL>)C7CfB*OFXP1B7KP|VC9$@WqNPByTy5WB zGBh_EVKm0tz*@Pxo(0IYtQBHuAjFFLOnIxQ#XL4t^|Z)d;@OqBvUz{5j;~wKw0Fje zlnNYEwMx*Wox6GUV?F|e6g%c^w5q70(tEnMUkdUf0%ZbkHHaRV*ZP%dA_@=vrWa~e zUAZ8RK8Er^hL#lrH3bui6BX?7G}xt%lzbZ>)c$32CI}V6 zUwT=)VpHdhtYx9Hvs^@YKDA{&+tM%3GU26Pjx%bEQ{77PtjwLH-LjrY?}zO59*>)r zx$WjFvhXaY+|Si-V17aLGS$~Hzg}BKbi!C`b7#76G?&PQvG=uCu@fU_T}l4Dv$SSQ z_>@;2}O??s{i*LQz*kN+imA4I;D`7~0&Y5!dC(xTjHMY$|#8(lE%7Nnjy z)+dhm05XkJMI)F%SHKF`3^c_u?0Md49iGw3i3L>oz7AWm92D4L27U2Efdo6>gPO+L zJEHQjLAj2NOHno-Fce;8YNK(2Zl=XNQhA_gF)olTAD4f>noRDDguo80sk3m(aKYJ2 zbxypfo{4)PoqacFpYv0yhetA8;K(QVFd0mK`dVQ*4^q9~0e#+f`Flf~1Gy5?EfGzB zAgv9Bli}C^dxRmpTT`Ydm;%Gq8^pI#0eF~4dg$Sl%?ddnMmz1?vthPTtl)EUtZT8*$HD(WUd) z!~;J_)U!_t46O`XnJkm?bPK_wnF&Ak>c7--;tOH^CL%dfV~=xQW;>91)oY2Pyz z1f`}VR(UtTWd#OzIo5L{ti!L}&#Rg^J^wDr=Fu`Uj#d9%exHP;~$c*v8m}^hUKH=)NW(M=kG>c&NS1zuyQh+sV{gD1H-vyL9SqZ&M{C7nA zMOj1T$(o_vQAO9@>VS)5^{P{f57)*A96QP0%Is{(?Te=?zl>+|3UpN4qX0B!CXg0to9$aP2Gx^`iygrBJI&p;b58~9%2pVM02y`e&M~Tn=g=|9BXgF)z zaz3K3vjWQl>4eUvX-|T0!U??>tdZ88?ofSeN9puM{yJ>iiTWmscq>+4Jf@^`O=yx@)kML8lwmFAASRB|V`?gu6wO>m27M*Z9FVdskyEV@r z$YbUgZ?ZCg`N|gk1A*vtI3~>qNFiXvhG-HkbxwP2JzIohWRxb`>cB$e3vG$ZAF?qt z&XmqH1!0?mmtfKdMFW5yvifWwmR8Mqq@K^neb;fHW8T2SwNOGWk5k=v!%U@S{wALM zD6w(3qVao5%Fhiy1ATW!Y!+;dwlzezb+J+`;I3m>3NW4&jFwKVl;go9UUd0_pGVG}CsuSrx;M{ER+~v7ao(b6YxD(O|Ab5FV#h)!th@ znh{7oLS7r{37l!;uS>G!EAiY)H|tf|!#MH1{l`@44?{}}16Al+2B>V{{*5_ba!yS3g1+l*yR zes>^s%eRZmq0CWHO_d@PJpb80(CD(o+JBVB6ihF~TI0#cQ0^~TuZTe?@nfvSAe{PfL^Q-jhBe%Z z3u{~E*qE^qzk$7Y;_x|mD3vv|c0WQ|D>(?oN*GxN#9rR6k>?wU=9-Criz;)*Qw=)i zqkq66E#61#si*JSYhhU2NDgSH@ESu!lka!r`E%Jb@WPytt*_S- z6drBA+WzOF-2c8$f%tjwm;zwQub72($x~tIp}RQKQY)|$HarUmGWS{DKZkYt))Op( zS?X4x1l%X}`To{jjmp(??K4#l!PhW!m14aGko?V2lP`xV8dD#fode5wCX!VqT^b&3 zaNSCXHB4SSH8XRr&@|0Zf1RJ0khq=@W?(p(ms3I0@L`Z!Lg1uw}~%m;ISg#62J;?5#5bjrT1Wu2>*CV?%8Mtcij%`?DKj1F{en z&dHx-;O94uA{zHA zoQ@joX&KZ?_yz=r1_WhlmKsZ^l0wL|v0Mi+$Wz5YXZO$hYUui|w>UENpkeBzVA9W6 zNIT4$sCL&JrP>9GK!m+6mG%qY!0MyCXTX8W)}$6JO+)Xb)#6gq1~L3F64s--jb8WN@ z{cC{~BKPQEmg=_Cl;CS%k*S%Ef|ZTPU@~mta$DzToD!0Pa;u=1g&A$#17*S*@yQg* zl3<9ASDg+TUGZgk8IU3K1=1rH?Hak>d|r{5)1BOkkNJ6gYJ3vcn#vtYZtdX48`p*n z&{bhmn<~GKTBtGSc*RCb+Kb|_&WXU?Q!)_mlR%4aXo`(mKSP&9~2t`(OL!#xc zp#3^P7dL?*6)@k4iivX@rL5-iKD|>WAav|HqKBEX3N2*2*`9xD?V>@oli-b zxizEb9gxR3|IJ{1Q(ef-)60AJ>eNx@$(;6A-kQR~F2r5K*!-MJUwL7Pv8j%(=z?;1 zcwRTw7zp|ZvBi%okjqnTXL4eVPsGgqy}GRUv7u;oq(s*~f@b-!3rdKE0uod_4pcF? zToI)}3}#1fque8QKwzl~6X#StN9m2QW{}OARSlhBrImS0Zt2pr|5aBQH)LI90jzMX0x(S^~Tl8nte3S9EbCZsq>Ejc`j?{LdH&R)|^43H?_aBq0`mx zUUB!bt~h!Q^#YdE?2VxB?iKnGSP#?^_SRu+D<77khlL)lj#bMG?!r?8iC#c&nCrbq zA9h&J&LQnuZ()}(8wdIrSbSLxwE9ahZDFRYK1BwuvV+zs+jOj0mOr51~Rpu}BRw1?+jYWttX_5gS7ze# zXzhdXGlE1IHu;Re(+~fSh4vlA|J)fu{86C}zSC8R2dsZ&-tG}8@;9(g@;h>|6PlRE z1;~*&g$v#wKolVX2in-=Ih#5ATlZ!XP0HR~hEti{gE7{&wq*NPw6jvmQmuflI3J5= z_}G_@6sQ$#O23?R3gnS8Gb`aDjZa@G$0X-AicaQm*ZinfS1~MVtkiAx_H*){y04*9 z#=QtCn~2Sxuyh+c8bPn%FJ(vV1(U=hd0=hO0J zU|S$~4T}7vaA_YWbE2`CsvRQBicDLI+(wcUcPY>{i=8Mg_--Ntx}=K40deUf31)mm#G z<$-=p?RyDH0dRql7fWbm5DAWrmE2e#+f;xZ!PEM6FU@XrBYcMQmZ4FMN%-5?pcAQz zo&q#H6z7!>zH^#|XUEEc^#cPjW?QGthUmjiI0cwF+hX%@Bn!-2&BE4beluTaBz4SV zJ$5=?ej6?@Z(++|HfBwelri4)UcaNz^JL4SD*s1pZJfNba*;v0+fjXVn9+eBucHE5 zg=~q)VTr^gm^pZig$3QS(PbUMO5Doow9DE)q^(hnnZfb4MY94v8u=E#LVvOq$cttO zl3d#)ZAG)CHZyNofz{uymr-CO^rjD{Y&{AU_oVBi>=Ti+B&PMG)s~a5-&9BkQ`56| zcaD1shN?U)`X3${1UPXHGI|8BB{gvBX||g7sN+Bll?UC-)wGES(1 z`|%>!H?4f=ww)Ik{dQI=pExt^i%yJsIP(cG8DLLlVX`J|&9KK@+F~J+PW8w0u;6i-tJ@%iPeZ%7Ks}sCeJgh5)~=hI z$&k6)NgI8Dt1D=Tm2d{K9P^%))ISutA1W{J&?xa7tc@H&m?N3KWC~!pK+qo)=fH%g z*{$MpU>EDlIF6ZGP>c~ho(@}!KG8K_qWIEwtyx9Z@k+(xW4f|pEb)m(XX@iqIuS!I zvVLjLMmTTMW>>;Db#h4!zY9~D(ONqZp+=4dhh{}gl3tz@Me=SY61tK@uEUe%WqW)~ z3Y0)BZ5$(gTumG8oFkmcMOLU3JJ_vIU*1sRpTZhCy2UtLLBCspX=`V_RYfsg&AJ3!71NN1OO1YIV34G`Vjbwaw|Wj#ky;Xl}I z#UGmi92nS*7ip;x7up`oXAs0`ms(h*f$BA%LOoqk8)f>4$z%=BZ{`|{(`s%BmeQPG z>ZBbe4h&YbaP#%k(=Bs>;!9R#$1NiT&LVgIB-7^i(JX&vVEUgO)B<5!x`rb;F);yb zA+y!kC+LlXX2AIy)5-=GK5gmELNO~L;kz2>6BP7?`;W8?ZDZ_Rs zx4@%u#-Na95@59rG_A!BdYs(;lESFnV@cDYa0&A0i~u;G@uDobZP}8eu0NAv44~Ul z1#^J|u$Beb?BT70!)`{dP_S`<;$fyFT5~^2)Z+Tn`DkCLh`~fi;S!%$3Bv$F-6+ra(LK@ zHSQMLx@#oL8m-x)fnvq6pAl4zbh{H`Vdm3db0jFH(Qo%T2+Upt7KG4YH`?XNu@MDW z;lb`>x3^i_EX3nGdu6pFH%~hK8s+Qd0;MU}p?d{9s#NZay=tBxP6Ptd4blTrgI60J zzOzkM$g4Vy#@fI1tmU~irw;^XJxXNWPy|o>_sZT`VFNX%KdB2+bUz>z_`BQ!20>NPqG8_}`#g1zbY4#h=da&HcMw%ip5q6NS<$-M7o1bAyW^PJmsna^ z{e$}eS8s?nPI3lM33N@{RXiUc&Qb<5Z!gtx?TVq7P%mq<{b8te7^u6A5aG|YtQ{pQ zg$cB-nxq4A>&cqA3USio!654%TV%kD!Fa(GV$ChhuUkz`{kBI!o|cZ*?L*7;bcr?3 z^|kee3{a`+qHYl_euSPxMQ=T(L{GS;U|%(bTy1lRb|8PM+;55EjKGN%%UjV6k3Oak zeS}`>1r`o084A=53iEBOkHZx<0-%Vh#!E@Ti5 z@^K#LaMlV1f~MOKMK56_#_HU6;!!bg^8R&b!e+y7=eP7kV|CSEEH(LmOLiVWov7H_nv2M5wga} zG{DdSoDjm7wK?Ye%7O1Qa?U*y&U>(l|6%>s^F-cYjX}*h$D$uGtgXtmTS;f#R5S#7 zIJ1{gI%gQrGRs|4ib&M76fFz3uqFlKfYAmE^r~1*;+}eJk2?}b7d>|xDbESE#AX3G z+n<~CF!bHp&tY(S`D?*rh=@Llm-5%J#>f%E?L!v9DIhUQAJAmlp=8)Cpyx077xXHS zc`rpZww9HAVYGq=N=kz|ofUXE=2fgu)1IlO3vegLV~?o5M61PhIVne%Y+ zXrILjXN>Cdey?+jb>Fk#rb4jZWU$~iivZ>->xJfk0xUgB^~Ih*vwY?yG!)t@h2zwC z%^Fb(K{8>JomT?+T5c9Ak%Jrs?dB5IdY{&~+Fym$#3Wgps?cm5~oHPB1bJ*H-b*(mPC_Sz2?9|&xR^_EhvL(ue z$w_d3Rb3q8`jm0JlN_^DQ?MIxVzIr*jc#o_;loLvX4SA>w8Tl*Oa?PyZF}IAke(*z z{a6U=Lu`XRa)b)Zg$1%=$j&42Z&3=fC&=W2uE%v4@i+`CkTr^UT-;dRRAK7Bty_b( z?2Fi+k~TYKyLKB8aJO08$I%&L1C#1-5MiI z{_s8p#%9eGDApAH87t9lO}`K3%fpGCCYJ+N1+U(3U*MPUd}jm?ad)s#l*Tp?P2c!_ zbho@_K`!p%&RmtxjjgZ4ZsNKj7BJ6<9{sl^0|LD~MJ1o1u9heF%1_g$B)IRY)$`PU zN{B`1=6%d_&|XaRHF7z1I1L8}V!BX%J8-mD?@|pc!UsZ%bDR3^>PEr(1#uYqLz`fm zYD*dv)2x)`c>FR8DPXINUcf^=%Dy~%3@fXWi121IuPlsH(*Aic$kz0Lp!!&t)3E5m za_X96ey!SGn%0QsQpr??fxVPoSn;j=iFHlU@2)Q6PTQ8S>@ij|BbBUw5={4}QFQ;q z_@X~MpVh`6(urq8XJqtdAg!-_v0|9m`@yVa(pZVcC)(tg&Tk#pb}c%kmi5$SxVv6P z#OL|$`xIK=hk6A(-52{*^|5EOZgICoprkd%en$D!+=e5iU%)-PuA-u->Ha?t68y8n zUH?xze*ZgOnBUxjKl}gxl2i15f&ahY4*LIm@b91f|9>I){C|c2|IzT&-;ApNemDGC z|Nk#8EdS+b{4@Ulng9RZ!v+5{|Np)H|39-?{FhVhPZxzhn}7eA|Nq|m|DXN;-`oHH z{{8=tv!GS;kOpA#;V0A@y{Df%{C?o(>q%{B*BZe42X_1uwiPBOFptLl%0w^sHf2JWv z5CbSJbpT2WJq$o;;b#RvT9&ceX9Ove07%Q%pE2jkp#VtBbygApqy+(hv{+dKAT95~ zKS5eT0gx7RopXQ|IS7EX&`|&wElJV6?ab7%l&4 z;D37XKV$HpP7+pNuGAU#K*HzDHP$Eo1Z4??F!(?7x0?k(S#ow#1n$1B zYZMlrmh`cg; z#Nezka&?~*r^L%YJnIa`%JM3)AS!zE0^yN!r-p!B-*|W!6akoMD)Ud&8LC>`MG~9DVQJmQ!E6IMn z1A&2u+aPzX%1*P;RK{}`jfMD(7VmCLXFf3SXun*>QL(1Gdf-_EEdYE>m!S%LT8{_?pl(^GJ50qf=W8-|X&N%PI-m746qPzk8=nFWBbG@sReu9_oqy%mX-& z7F$6qxPt_=B%x08utw?Ic`7i7;8WZN#VES`_QdZb6~8eiVP z*JBN6QqchDnIUHn>)Lh1N1`L zk&6(kVy9^mHuU~gtgd9N3;mpra2WsTtZ#r!MS(`pT4#jPB8*bwJV%1wumU9kL{hmF|FjiI|zrgx^8v7e@Ebh+Z ze8V9<;4vrVgS?56QCHB@bF3bKM%P|9n0PY?E6#!Lu75IgpyQdw<&;F7AZ6%iekOv3CL{k*6@@B-|tSSmR*SqhVZrlUEb(a!6T*1$S1H8qz zZzSBcj_#MFXYh}!#hmChx0I_;+|0=Zm+?R2?jgC)PhT(bt@VqI@m+OXqOg%Htrjd> zljo{lf?Edz5>fo|Okr_3_fHC}1i5#||Y%-*#IgBOuWAB_N>qTZeji2e{b(vcxuLn0w7N zQuQs#OzgLh>7Ts%Tm@DW?vq-P^w@Pw$6l8j61k^H=airm5Vae8On8Iyu2~3*&|G1b zxSS>Q?R_5!PM8Tj=KyX|K5Rm&wj6355bsN!!29P(^r+K zN~_i=`#QViH&F%#AY#>sh=LqC{mWS&k1V=z)v?>L8_AUl-2TOp!XWxbrsWRWN)Fmp z_fx`S15ArUhsR&SgkDz&t=JL_+_U(oH(XM`^$@|rkR;5?ntE2{eO|KTT>SKNe*DvK zuLeVg^u&&fxn76F$rmHF?Qm~LOf!t~@Fw%LyL|_VM_!!Yieoe7-wV^BtZGYdywz#m zj%mKiUK?Ir)yREud;Y`dnYUZi;K1>5;{EO~cj`^>#;&-Y@o!^en5{I8h0wBny%dGg z)|I0)R{bWfX=9NdIo3+l(04^9mKx$|Tu07Ny}NIGWGz9%PIA!5R$+$29Z z3%RKVrRN}4d+sP~E<;5;@#wMqK9rJO@9d~~oYRY(C@B$~?Bv9LEb;WI=;G**n)9{Afoyp0Thu_jW? z=Hz&feQG?Cs5Fl%&YT8rurfU!*<1GWjRqNOeV}gMt)97(cnsRh4^}k!Bt7&*h?YW1 zpX@n$Ghglr<3eSK+*Ox`$nQrhZlyt=KKsh|uW~jPyqTEhDE4U~d9C3yd9$L6*gHmr zvs?^%-^!Wgb^CPl)2M}F`zot<+@a!OQ1g|yGL1uVi19VR{@UHi>kL`jNJ2)m@ z*(u)B8+`DZEJ11#jqkU9oIp!LzFWRLw97`zbyLf<&V`Qo0zxkUqqfExGW8018bhlH zr_ZLIk|X&f?P@Yz4f!T1I~9~j)&DkY-^YGfAvLeOGQTSvL{s+^sc~UNQ%vp)mQ(Vx zfCaY04Ow{QK-k`%Cmp8K5?~O~gwkbo_s7h9wd0Km$QUPICcQ5n!gphqa-e4TYr@w^ zawz&aIrP|{M5z~jNvoe>QGxXJE2*ybLRp)K25z@+^RiyMR&>5|f3)%;vVPO#Jvz{b z@!A-5dx&li!{&Ew@8mw<)!P@pUbCxS-5XxDm-5pd@pBk{GQHmzb*sX^F6knlRpcvc zJ$(BmtykhTO^U-myv_@|yP}@6nC}A>rEkbo}7ds)xvl zq>E&2kRw5RA?uH#$Z(~|Am*ri4Z8Z7lyCT=aYQRQ=Xg` zuu0n|GE3#JwV#D`D^#N@MJR`lQBQ&%bprXeLAo{KdoFdLSJNq$Z2r^q%I11ef+!Pf zRLCMjK12QKZOn&VAzn}Y+n%2KMB4*#UuZtVaj?-r-3Q~MyJhZ2v#xHB@+a@U{RTA? zr%$UZPq+f1#;BAXd`nQxNC(bRFEcmom5UFZh+`6x-2XroO7n_Ih?_=gNSCKylOa8A zKC(k?Anwi+K1ufFD%zSpdp?K##IhSbT;>-`34t#M&q)vp7)0J76MLAqtnx05^ixY1 zDUU;z;svup$`^FJ7SEAkq`Mx9;Ro`H;a6F+6iNT``Mr1Hq*Q z(B2$X6x;40$WjbU*U4&u>ag{w7QPChGZ#v^RAWFRohwP5JvrQx?*fD0yr8NN5o!muU6Czia;AnW`7I&ujeJ zjv&mem9d{3lW;HmhqwG=VcfXkT#>@=A;ssy{-=}0#%|MSVh4G(qia6$0y08BdT&R* z$x}?#pNtQ@>r&ouC%Vz>?6m5vQZ$VPoB#gc9E(>LYdbW;EX0eqFNn?EJmlv72hg~y z#``VVy}{Nx&NoERlZ5iIwJj}PG3IkCt)jLJQ0DcZS%h$e(mX6jKuNMQ=aoTeqF%JI*#)mjda^1!9m)r`*UEPtuXAdoR;pqz(K*r}| z+e+95=B6muHk>4rZ7j)2OpKKXr>9=fRMD*LJ4Jr=6}xxTz$m!)zWn8d(h|0F+fMh< zo?`9TCdTY$pwi%SB12)s)T^J29s<->vKn`CH-H#Aqzw)9_1yP>^Z@*!LQ0wEVqrGhQjq6Z}m< zto2a~_{SbodKEyCFgNwVsc7(bMgJziX7VSmUy4=VpS(POS9mr841fH+Sm33(i(ag9 z?2YFA>fev-n3%43yGitEA6<0Hr#u0wsb^VLOQk=qyHmZQS%sexaxHD5scq|?4t9OE zVD-_(O!VdZBL6Hz^qlc)sZ=Lxp61}@kIg#%^)`Kh5t^#v<)*s}@!OA^Q%~zuO6r%A zuY_mHr|E1m=iExQUro#TwBCZNX6Ivh^#y`v2#NJV7BXv$ha_(5cUh6{LaI;EXp{?B z7(c#K>!Nt?4R&;K%CEkrNMzdmqkp+mO5KQ@1hMl2B2vGg(KMHu!1go&%RU4TM()b? zXy*Yz`t>+%qeS}?+my=T`E5BZEiTxtuuuCssind4W-fj;R=Z_O)r()Ij!D!em)j4= z_pVUShdRAK*r1yK+@c`WDlH;bEa&@e4^P3^H3eDgI|CG{f7A#_okLVTfNwB>ibX|m z>D=G3>uudV?SGnGZe(9L$NlaXWO+bg`2X)CHbGZA^fu-5B~2Vf?!M0F>p~YyvL9;; z3Q6Z+%IfONt|0Pvd$EUf*B*FNv@ZN;1+rK)H~Om3SKg7sZYt?g-lVvY92=wg(#n|Z zj4q&;y5m0EMY}?x(DkDqhU$ijc`vyHXdMPS{D(OnC>p-3n=Za!t5mN;O(UuJ0cEz8 zU;^7BHwxSPNQCCNY-4lvP2*F3rQhoa9syW7N+5l2Dy;dYL;C{kHak88pI`;?rU4wo3?qYg>V2Zib)!e*e_3CfTlgX2xKHzoNZxg+ADlcv7AC{MX>U}rX zva!U{>!II|eTvhI02&tYVsjiWpYx@toIoSfl{Xu7N#5H#eC`t`5mSU~iMOLqxxeT5 z(`qHErH3I^MV1QB`1!TZ>tM|v|uSO7|>}4mO zEq(&>bC0iHsUeT8jW~g_?o9_Za_E1|vr&CC`k^g8kGNOokegjf-xeK-*Nq223(&R#s zMY@pI^H&vMK{@QUaO3MYRFn?Ux2c)J*XVASyr^5Pf!oYq_27oLUVhhhQ&Qq_gv-R8 zYPQ2=pO6QZD*PtY_m!zLhuKoji7IIc!eY38V?T)l_XFHPx4tU@-r}XKCJ3{;m9v}sr!&~ zbEjD@{QS`U2M)1{4RwSj!;(rfLax>mQ>3PkUSuLkQ83L5UTHm#2XwKTWj3`b2vTa~ zeCM}k`0i`a3EE~ovinz@RFAlCUN0<*HSfAT#6dKh)$nm)Xi~dwgM{an(zP3eRYM%p zWH|lOAYldiZ`Pq;x~{kP3vyU3$Rl|(oy_)-l4|^9cQ*PBZJJ&RPm4Iqo#TseH|lKD zd~8RS5ae<(Sy@i{O&J^HrQ)4dc*2ycdcW`jT~aA&UY{-ZsojOq)7YJ$Sjkk-6`ilA zmg@P|p$V4xb`Q+-q)oiFRxbC4)qH&A)tJ34mcRPhh)lgDkv3zl`O7nvBC$zc=|fTF z4Y6UJ5$6fI<_X%2r8f!NNeD#&b$oyHUR}UgfKicHv%dH7FlV{Wl|?j9&MwoUctlR7 zT+R4>#3EX$%P(koVP}d2|sW60^5q zytL;VP?TIvm2NB!tGQF_rODElGW~#BW}ICAy{Qv>RA^q&BehQ&a~ApnOekzB+1`Oi zG=_Z3^^=rfBfpeAG_@{)hkm&4CCSstf$8Q-;`#+CHyKy)xUnQtGBJ&@Bel+{hlzHo zDhc{IWr7QrqBliIjh@PO*xc$V=~(q5+I)D!5uc-ncvVY)eWiBcvBTm7)VJX#wRmQO zo%nH&@0hzl6zMr~T}0J|M|JnEUMjflhQ6l#l*pa5`f`u_tLbi&^`XW)^ZlH!Ep{k) z9W(a6zmzd!T@?_T-Nv0qlbDsFhLoeoXYCZIS zj{kTZLnYX^cCsSyvQ?qi`ZMd8w$;?09SpmO%@#Dp#!l3?ku7oZWU?$omt)U%5`rIX z04e)_vdBw0Qln-7VPphY=qZ0IjMzMV`X5>3SJ^9Fzr$_vHf0MthT`?UC6~rs@3jw# zWjYjBjSw|*Oi!vRpSlcYmN$as5_6fF+oRGKWub8Rh7{`9{(aB6N5YF!rDn;c1O-9P z^R165hBjiLrS}UhN=p57s@XYw1(sT==DwW2C;Eys;c3xhxksO$W_nYEs`Huo){GxX za_0)~HSA00Ag8xC&RzfNV;a1S4p}yH0CnE{__$~2+?jFBk7wUuENQkk$FP&0A?0c;8b1d$~Ii>Y6Y$mA5Q%RiY(Yojp#+$WXaS zL=jBd!C3YxpKm`dUjFDxOkiG|68!klB&F;=wRa-(mkkFrx0(Q`hkoT_ck;5x4L{x8 z9MaR0o;+%qGXD9|%XS4WgdGqX)RoCM`$liaQ0F9wN59y<{-mw$KNP*s+acMI%4{Gy zz?L?*{-{%&BeqJ&K`pR|>rMUIXNv(RryEZfC213hJ2&?7X~yg0_gN(z1qT+EX zGAwrj7g!MbBTHl}G|$q{v`t&AlfP?Htat0~3_{rIPwl-df6fmbjo(+$*U8oVbEYi;OEF;e|IMQqm|@nQ z_AXu^!Jp+H37^NR2&V#^cP|hST>lLj0Re*Oud>%)r~!4s#}#PAPwszO6XRPam<{04 zHI4X-Tld$>>PY@t({JneV?*4z2U;lsmT`;(1hl`>0lK;_>^(#3l=C9;`aBKashCh04eyu?y?r#nFyC3I|#J^YaekCO!P=5QH zF8G_u_eb(S%HF?Lu$%T*-oKN?|49EwY2a7-H27cXe1mju1Y5rd~ Y2_21#z Date: Sat, 15 Oct 2016 22:39:47 -0700 Subject: [PATCH 3/6] Assignment 1 --- .../Apache Spark Assignment (1).docx | Bin 0 -> 43067 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 Assignment1- Apache Spark/Apache Spark Assignment (1).docx diff --git a/Assignment1- Apache Spark/Apache Spark Assignment (1).docx b/Assignment1- Apache Spark/Apache Spark Assignment (1).docx new file mode 100644 index 0000000000000000000000000000000000000000..071901243e6a96c5ddf3bfb24224e0852cc348bf GIT binary patch literal 43067 zcmeFY2UJttw=Wu0x(G-U5K!q|kt!uNKtMox6C%<q0@d(S<0jQ8$6Z;byq!lwzz}R<)V2_TufDY zXyDQK_lR-Z$9m~0)}^~73Xl-_-%UKg2VB>G>*5N_w7z=EZn}7j>nFA zHV1Q@x6FN&uA97@F!h=5o!yt})6tnd;iFf&j?-=oz-^fiVOJsVzUMGWlz!a5v^L4g z{iNdYep~lA8}qQi{`W&GGY#i4=^?v5rJBma^08>pbu(9 z=`isbFHTzYG>E&M=@vfEFB|+VpSU1ice~M0*fqSRM zr&}H7!>SPakxGVJPK+**Wvd@M9Uex1NnTmy(2`a+k24O0HN)P~wVqvH8IWV?_n_Af z?0BuTU2t(j=I(w;J?qfr?5n{_g|P0IKPqeMT#rYex%Y896kYNirGG)VunB*%`C{@? z(ahz^E2T>L-?ALja?q|Zet7I`*M)MC-kP{^7Xoy zYh(QKre4as#Mfc0L-!6c3mWY53B8|C?UJb>Zy?!w_P;MykT}wc8lJ4s_OE|$FVB+o zlyYdlV9x*m7XeIkq2K^l#eXpxSFlU4FKv_iYj^us1EQmCakSq5wOe(@=*y)`+1j*3}RsQu}vZIB$s*b4&PyMUEJ>pj~Sm_F?ysxySywx*8;y)M9N^}ksi2uRw zfzn(`({d5JRh75vJD-MFs@qHy(|I;~RXs^wqewFM_aHkv%KsUM^&#D}gVO&sx5iu1gbf|K3+xmLK)Mu|IDyoAHsk>2Ei z<1bB+`&Ji!GJJiKJ%oPd0w0!RsJsklQg|2Sx925pJ&?gNtu*dtuM$=E?#;bhYQbho zqIU0p1*Q(NNyV-J>09)dw&GOGf3$IzV4`FPWQX{b`cqbeMH9WPW@4l4M|v(vP2M~A z+wkdx2CpF~1F0d@j$h|~+Kd}-o;7M7RTpf&#Mse{RcQ+id2Eot@pFZ#BLm(;F1XWG z9Ic&v{wKt(PPlGTJK^ypqtMvt6`h~i$Msr~2kG`y+G_vrbz9)AceXPN0ALpn0C3V& z_HW((pS60&aVafVU7!n98Ob5w3A*P^D$+4z*;0tS@rw3dzhb8;E80=GsFrsQPerEK}&4N%CwC;;*<&W ze9REB@@PC_@Ae*Z*z+`iu2{ECC;eCixRy$3L2N`nBTiqCjJ;_f_UBQ-u}!CeS#dNB zcqFN=_s8wxG5^p|`KLpJ?~+Akzt$*uuD3*9q}fu8u4C4;%8nY$l@xHci z1Ai{Hb*OcJPFXnMu6f?XFz3)?%ZceH_v^msm`t-8Uf0!CKU?&{_Nx6>&exqvwb8U& zx@(U|8Qa}&@?ZFh@tl2g(YxKX@z~DsHU4UAM_ByKj3Y@H&!IogiD_RZMU(rES%i6;_gXQ;jclw|5eEdc#zF7R2-ZiX+kV&U8qIuFZj#6CBkd|divIz9*0i&EgV6N#`){YPSM6M` z+%e^nPe@pFHg_&G%sF%S+opjwuY<6$>5c;L{MyTsn>N=qMI4SK>+dw!-r2iavB`{k z=Im)0Z!n602shS@A)ag|Jo#1Xe(>$(mOYfFR{TrK3|#)qf;zvW20|xt%_3 z)ICyORd2~FqN|RK%qv={nf)}j;^(V!s?OpUpQV*VfkA)4BlOF~1O4u=2T$`pe5A-P z2o_2_V6&RNz=XxcegA?d_0{?PQ2cV8TJApG{hm9mT(h|Xc-dE7;G9!Y=@)OVt%L3$ ztIr#pg=zbCRpXaKkK43+wnQeJ!(ikys)64!7d=ng%d8aedT(Nk?DSK@RNxG zk0HLs#7qaDn*&pKjY3!7#xUsqi1l&PEEA?5lLqVzho6edH@GM3s2yL~>_pxMJ=N;7 z(^-AtomLedCv&YL^?29i^bM;~Y?aX3rZ83D+&SIXY=iV!Ju00~Kfk*D*Nu$ zm#=Zp@ApV8nurkuqqodlo=xl~qo1Up&lYVgi{KMgyJ?&3y=>^{1B`syAjZVw^K$tm7A+I9qW#>9kyb!^JyW zdg`s8)2tj%sb0PD0rK_1q{?`6tLj>4&U#pzx6l2lqDLxq8&A}f4!HR5xuv|UahkNU z$~=^mTd83%GYLhEyn2vwOioRAzIU#7bB-<+K@jtU+TpNxDx z))-{G9_~CmR$3*{Q4?uoe#c4LZpH^tz;`i^P2$SoGr4W8R>H!gD?X)V+ad7=Y+P2a zAC5PK6%g2cG32qE{v_O*QKXMQw63^@v-sL46p#8Sd+kEAn5RIliSJ&HZ|Ysnw`p`ZQx%kR)RMz3=Bm8YecR12lF>u-cdfl-V z)A+(h0vTB9JSP<)7@?$&ec3_TZ>4z0Dj8fGKA;}F9(BqC!VCU2_J|9mqtf!f_O3?K4mzzmb{->JXFx##NsOH ze1pL+Th~9>XoT%sk?Yqpx=C8aH6N~y`d{LfvwnMYdpG?oE1k@Pmq~epb5?c?Ighc6 zZ9k=NW-iwjd?`utc~!-!JiV5RU;9{mqXPeKTfo;MIS&LF+KtDC(N(p zbOS!O3<(u*tk~yk-kS()3a#+e2r*)l1#4WUj4y zM&=SCNZa~@k-p8kZ4BdiE~R+gusX)EFr!R|!eF^i!v6KfoS#ZC0bNXGx+h1X`l|9v zFDve3dz`8XoFKi|xk$&uq&@m{+4mWpZcotVq$I&-xgNeChLJ$X13$W!lv`)&)D(O* zXX3|8mnuADUHx!%NOZJCYvS3_{b>_8iOcaY)9XwW-`-}z|2AuBDTS=F~=!u{3gPma^{I~I;2mx?*1SuQfU z)nyjQv3*=M{nlo;@vA&#Fdmw_dz)P$`)$+Qkm-U?MlApEZKcszV5vH*|BBdQg~_eq z(o@Pj`%jF*el(uRHuY;7u`-@iQcl<|Q61!6o_F4Qs1QGLB60mpFL*V6*Xu?<1AR;s zldGYlq8^?~Io^wIDok~}G|YbzP79 zxFhjQJk(MtP2TqDa{YqKr@70-fz$m)P~p?P-tOWeha~0#5K(N%AVx7Azy7rK)1Fed zE@KqDt{!<@Ec#wX|E1Xm+_sjd|^zewWeCCi&!)9VpU4RETQ+@-45J ze2bE7Qj6U)m z#ylf}8(x(>=VpKk@={{{WX~21iVLixE;IA4i-ZqlM7m>-|3V=Cy*~<;8t&p?002@1 z005qU^+$s|-F)2?|2|&(E7IDrTlQO0w zM0%T$zn%BYs879A7v=MPU;A0&8;MW%NGs_F1~uDs3Xfjjyv;gul=UJa^d*qGqpEeD zf0*+XfgTtYsmS#hW?6S&t9l2PG-h_0+0wG){E%grkVtmHFgHxM}SDAX=Y1@+K0arr&*Tz0+`_-Lz z0g_!brqhxV*y20UQV*Tk9@qsDg@g5K;$qdvEg`t*2a$3e44M6p7=dr^=3WqZSAXHg z<0&t_=dtte>c6dYhmyOce%V6UhM5!;LMC9}{B&oZ%)jCnKgz>7UATW^lm{AJDOgq2 zsMy!ll-2t)!&vO5Bp=H|z{k8I{$z25s57Sg43g@jKYDU|qXHIo)J_smY1CQC32`A# zNX$EDN7a64nE{?o%N?R{yplat<#Dq>{@G z4zG-3w4%Q?Uf`CFr?*r+cW65>eivwa`;^e9%k`pvG7Ku7((Ne}IK+%AHFJEU>p-mY z;xf#Yioa@s&a6BCf|f@h%p>E%beu4e-uUon06<)PSkmR$3xvDmLciA?lsXZ&~T!@gwkE|bh3 zfA<24k9^ltdan5J3)j7hrtVGMjBe=ekL0AUeXwrDALnCNIeARZ&#YXoR5-ZQ?*eK= zJa#Q1Ek}?NGAqdS&f)d*x4iMVKi=dyDvf~aH6TeVV3ONZjxH7M z#;x2PV?3*QG~N7Suh-Wo^sZeL5VkJdt&3+G8pS+=o!>R>IYIL6Mw0&E0y@n+BU9=W zwik`Njy809WAYNjZ%ID%(afGUlBhScX`DR1-Fr~D zZ@Fl*pbaTKqMt4ZnZDLpfC+zd-$5*S-97zkmNNra<1%#h;gPCz)31sLJ5#@cfOl&% zUp(obQ?3Ck{t-?Y@O z8{&DBMjvt3?Ol(_9r~-?537sbK601aHRf*l;oZbjgZirKz?~MxU?Z6*y&?WEdp;;R z%(HZsk43W?S5w!x-%Jj5nHbUPR zRnYLe7jod3^>18%wC-e8g(|j1{yZ^qa%=$iE7w^>ve){!oKQ+8zf&pnkNDs6VK<8B zx7e1NoP4fU&=)zk%q1=ME|v=g>!q7<}Xc?`)5j`C`!T)}(M<)e1{rC4YTqWKMK*I+A?qfnb|J7(u`}_01oKL@_`+s`V zNWDAtuf6G#-ktu}>wn3LQLzB^2cF;{aG)pn>80xmR{`p`4UEtH^>kYM`&#_(OO6?# z8O1G5!xu|>Hcni-$pyoojQGn zo`I2xnT3_sp@{=skVGhXrMR(k&WJ(K9| zkKH`xlQ^;Kj{~BZS$O#_@C%4bNJ>e|D66QdscYQ0b5~bS|DJ)Ng{76Xjjf%%i>sTv zho_f!U{G*KC?qUAIwm$Q{zXD!T6#uiR`#2>IfX^VC8cHM6_xc3jZMuhpIX~`di(kZ z2EPmqPfgFv&dq;YSVUvieynf&{I$7--#<9~O*kU{IsS_;nmqr7E!y#4IQw7tq6vZS z)R{A<&oKVQ7u~7QzZmB{Lx1@i!}(igjL!aCSCpPJao>LZ{$n?@=yh`(&*Oke7G5!B zv^f4R*8b+~{~Kdb|5u#-cgFq)UrT^HG-dpcH7e~P|FI{~?xrr&)KZDM2snG1j;2hf zIRQWbWtPGWJx{!*)}0z-VT?;f$JCGDdOs_T$aT@-s?&_b3b?22e!N~Xl-u1g()=j* z)j%xG7!VF8OQE6=hx!y=DgfPuLr?)So&YK!RuE@Fc|isApvY<~TvWiiF+c=Y1Y?0u ziVz*BfH+bQoLuqlG=&@7ZF($91+c<#D2OQ)kf{uS_oNV|serq1G?*f|$4mw6mp)@B znjz_dzf#HaR6uVe8c4C6prZm<)K<$*IBCR?L~w^B6)>Cw0HXEC+*Cjz5Z6KlupPxv z0e>uRGX8Un|CHlD_3{76W<+SF(`?g|8ruwSOzn$^FpXQGYidcQaI!0~!WoF+OfINZ zAZz)^L)=6l72w)}rUEF1;ktnEOaM3F0o_gd z|36P6QSjz$avrj;j+Bo44ZzjV=uiHG=}-NG=}-TI>CgOw>CgUy>CgRx>CgXz>HpLI z|FP@eKkfe?EB}Am|36m#|J?uovGV`t{{N4a|9`6eUnClVvqLS86Pk&U6;Pg&H}FS5 z9`>`asRAV&VgR+MKVaYA6^|Z2|NR#ga2n}>ir2Y3U#rX?gyi;gx-wnZMy$i&ebK2b zP6~MvpYX!5!ms8RgKLZY{T)Buuq+w3ZtGP4WMPPP3Kq*Y&_~;Vt%{I(PuFB-Q^jS@ z&5D(owM%+hB!$dsyB<1hRbwLxJ_5-+d)-B7IGJmt-{~xoAFsGp_7b@IzJLMWT!!23 z7GVZM1H0eV!_v}vltrrKLrU{>o^Xk~3SdIWTCyKVQQ z`iJSIaYSX;liPvGJPfUQf4ca!1=ejkt9R1G&jDynIV+=)+$A#RA_x1GKLSpLI@51<7{Cw?vAN z43ku)^cRvF1^Oi!#SM${ydyNsr|{WfM)wAINxlxF-&eKNXk(}$s$ke-?DrDah}ZBY zdux8#Br69>{~~Y)jTZ7j*S+j8T}w^1AxKx++CmgDeDPY&z+P>e&x7|#jvGa5O9)O| zFZ;({**%^Qjfzz(SI&8RYvF$cbvBg$DJ)`LIFQIo?`-tmE2$o`{ifbBq^4r?tNW zQ-5hmg_k}XqelN&zHNuLL62ERT5@JufW4u-TBVQQ;{Hz%m)Y&y2Ni}!Tqb#I;=Jp; z#f#B%N+!c&im+qhKfW|6RTA&eLf+GqDH;GJ06PQqCd%T|2_D2UT>9$X3#12e zIO4~Xpn-VGpv6oVs~7A%o*@DAM~fLq7C-h&s@a;KpQnh{Pbq8j8MMzL8-L5{HTskv z=Y6l(H{puCH|$-wVP+QHxMZTW=on6LFfy&ZrB|jU$vmBRX|u~lQYQO{LFrnh@phq6 zNTe=_8{U1hgPr8EjpT=2M9@L9SE+yjcf8Fdj&Uj6LS5-5%jY9 zke*riZ~MchPOK+J)NV|xmaBAL*&(?xLPe^%IKS=5QRj3vdK^1Q@`KHZoJIN|7d?7F z{O~96BoUkm4a*}Ml6pgsAG&IR?na6)koBSc-^3^Am$r}>x}+DOTEujW&yd!gx)X#k zp1!jnUm<^$$-N8ssI_yd_OO-YIawy7oF_HNu}*fw%3BLynGSS4n`}^>2xUl>b(KJq z<+ka$BDXt7(3!H*mx1fKv%6^z+qM?hfyN3{z-k3d7I*ZrgPEjGv>^E5;n)uUSrHH)j4zWuT-8x`=*t+80RU7Rl| z;yz6*;gi-kBFlybHO}W2)6!j0^$?eSnkMPck%LbPfbQcdh>Or`cvR2Ib-c?~Xeg4s z>m2bkT10YFh*O%VKNBBV!xeJGXFwsvaW8&gYq@o zuw$ldtH$JMg*nGlFNc-9vahvym$`qex#xyV5hfdL<}%)!1Z`U8l;^HoO%8L+$y@iV za3a{uN3vg)V~H?WM3<-Aw|$egjU=6iIeQHhA~bC!{cb8)DlPgirC`WleBy> zq72cczYuI>rhRXTqrNWjjybYXEvjZ97ro>g;3IhWq4JFtoc0ilVu2d~d4_c=eOS4zw3p#9CG_F#O;^TZAqWUHbUua-4Ekx7h{B^7yU>+C~n26mK>om;R9GvX*kE z_xNZ0A)$S)N#pX=;qvW`vn4TUdC~*L7t7RGRixCL=Ci!zd-c8KR}z;-?qQ~5whZ&u zF5EJGt8Q$dot7akR#y8lyrj00+;s~dO<_S+K;{YOPbzfOY{?qL-=yn9xT6WIfe zOa`3|1}*#~JfCR7a?$orQ^sFU@8Grv7fq0B;Ak6)+BAAL+Y~?ejOAal7QQ;bYG39Gf@Q*#OyLb~znenWkR&Iej#~TS1 z28zKIhUbht_>J!F=8|+~@$nRvJ#<|RMfBvoGLQ-Ol?o8)0ut2-H;BRLaURMviVsS! z*z2g)i)0T*azieYJ>Ee=v}OBNu1*9a`JAW#kLvTpxufo5>k_Y3+gb(iZ_Uu@#-)YT z7tR+mRkv=RYs@KO4s&_VF8&sN^RId$ZIHXK9G(;-;EZLO2 z9fZtNSV8C-kq3B*1l$4P?#X-DH6NXGCz(3uVGF{F@!dzLb8?M)EMy*H_Npf6g?(*R z&6YhCkk~kVQnp$naXdD*tviWTNwMj(&)8RZ?&j~}R_?So)!m$)Y5&xudQ(!t*MnKT zq>yB+R-53rTP^K!9w{%7?wuji#3yuF{lKxM!NIc_W&Fbv(m-LgT2;hqv)&`hk`&1> z;t3qX{;jMB(E_~&xebrk5piT(ZElZ%`_`!?iQ_@Z%HIyLf!zsZ9RgX|g^2SjJ~w7( zU#6gwd|gN6cbFfodyHChG5Gt8IC6fCUT9Ij#P+?~x? zC|>GHJUR+DeNJ;t*<(@sFlov-?A$Dc4(dSt%Q*KB*+(JIJ2993ykqrQ8%$H zxiAwGRwo=fB4ppN5t-iN&^Tzy$3L7GnTHnmm{BqIusQq6MoxYE!>X#LBWq*nKqMn@ zwFOB>ktgdB{m~UV=gFoxU~g)w1!Sw25KKg3j3dxiE7|xvwm6}z3b@4E8VFZ!f#w`c zj4Yi#z`LkBP1Xj#=;EJ5^y~N*7OUz(MYC9nEfHD|-;ZFgWbB>uYw^C8Eq}6WBTLKH zpM4@ORckPC9odlnv@y>j#7j*oFtWgNFn7d4WYv_+d+?bG5d59G@E8qu-CLCW3};0? z(GKi)q9aPYty2VA)%3u3Lzv=$)m$}X*%aC}i znf;yMBCi{zt)4%lGI&5M(*ea9mA9mwu7=EE?bOAmJznOt0e9;C`d6^CSr?@xZT z*&i+2@6~=^EI(!^pHC&so|FQ8mW>E=^+Xab$sFg7z!?!nh$viiciXl%oYj81C)^`y zS4*C!<+CY=9Z|BsZKDjM_yTzD(ad@~Ub4?eRucsv7RoyfE3y&m>^{|ZB(C^ddQDkI z=1m6{F*kW_kHRAZJ&R=R^fA`$W}S&Wa}`!|R+r|*y}C7fO&lUp^lhY2cC!7O?!V1W zqH6C{OVKI;p0NP_?TO5F(un-AP7#NH&!+;)8Dl+9|DPo+L|!Agfvc$q0MHA*NLtg! znvx!UcYsZXhbEH+antCdZg8yHqDPVzeKDC4R~9ArTOUtftRsdS>`M<@YabVYq*}G( z#j^SAL2EqfAWk&K zAqmMePv#lf4yV?K#s#o*c%teVqhLxnWa}^@sV_nGrsURfA~8V;*U^0)_>GeA z78`--?{o}RZVd6P7cv@4*Nn{w*Ua)Ob)9w%%M|-oj>TKR5&BWSjx*-vTO_+yi%tzq zJKgCGqWO~b(cbP58brLjQiK*^BMzER0=<*i7}uVke1vL{e4qlvx2vdy>0VlB8QKGW zVXq$tMDxx<+10wY!7sw&<2x*H4R+Hj4nA-;J8ud{+f)!KQfBnGwpDeVpUPc)i`R|N z_Ah@LHO6i{y0^#inTo9}iI!*^M@P z!^9?hXg89%rb`31SfD^G!pnXJwjjDeOQE)S>l)lTmdqkYVYBt-y#fD>pydWxR*A2a z$72f4%>Wx~!Ge7cww+{W9n1^1AIvpkVP3vz!=eev;*u;f*MdBB#T6q^D**`60PiJ- z$*OEQ<&C0ody5R8p3d(ZoKzcG8TGDB{I||;>2*DWH%QKzW|vAh3&bv7>k%r$iFWT z?5MIPbW})}4^RO@23G0dssO_k1KqGz`;A5^l7jnpacPIu5*9OqAVc|i}WkixGxIX%c)3$*u!{eN)RJyvKX2BKzx}+lye&b#Zp$UuLSNuelR7 zF|;`M=PfYfrp~37Pj40=-o`T9hPc^Y-H4Lxf~na@a~Bf5ECSz^m}e`Bq18;b6t?qa zmut61$vbXZ+SXg;HtS{9ld|c zZBD-CUB0O0RWU5%ZEWOT+qql01P^mk`pqgrylj>F40Doxg=mLA=n0PjHT-2rh_k;_ zGzlpu`O55zB0VdTc#(dZ_fpok$4>_1z|kso!bG3jIQITlE&ZA;-Wv*a&;sS=X{aU` zJ$hwd`|;B4w$z7+I@PUK3wTGKYiGW`aS6}J1=XTGy%7hymc^qKIhNG=^_-LMZhTnj z%7j*<91DXH1GT0-*UUN({&3{Z9ooc&(F$Kw@W`D644QP8{RNIPEOG|v35@2=ae>lm zU}E$@g5CI~HO0g(g;b8w^3;SbNf5g++8TeiOXNmSIP62tmc2r$Vxxu%O9d>lu+w6rCYvOqYp6%3(pNo%NRXn>jpFM9Ap8tarQf6V3 zWRx~wq={9M{p0^0^vy6J8LY;vcOFdiJt?l94w<&jjvTF;AZ&4F)G&=*&-2BX5Wqng z+RF!BOCl0WG(?FD#t9WC(qgg;RKR0o0&TwhOCY%fC=r3uOtAoCdSz{%{7CV87fx`Civk1$P%{9KdsCUa9qsY1AD z3R5?xE}o)H#Ny2l2st?LbC?X&;Up)12UWU_tViv1uI??+=H8vb16-)b`>N)rsXTRr{1PF#D-C80Ey{MLON=cXPz7ciX&JewyEVZz^NP73c=wrIEt^%) z61xFj4a|zi{P=f?Zn;6Fc?L4fY7BPxFwAmU#j|)W zD}CB2=0p!)6*iz$b)oktsP$5-YsptMRwdoX2C`RjlsfvC8X-vciEs=GyFi;qf)^1^ z@?L^O5XOnxtBUMfG_*;Pk$e_E{@FAY$+^=dNE6(tobf~*amcjUM?7e!rO-=Fsidx7 zh<6R!g5Wr`!gJ@?ylAY^A@yQ?N?01dOBoiIx9A1HNO>M63J({>-K^SIRM*!-OcbWB z*BKUOdQPXfR^3*6kfLFcmk}16K8HBUb_~wMj8C&aN8*gMeLh=L0X*b87}I2He@N0A zg3ML48oG0*jtDlvT?ctl=;pdEKt*WfY=M=;-N8Qa8mm4&KOg(M?})H?+S7^0EpA0U z*TDst%cyeSF#F1bsr>NFbTGyOp=8~h)l?S>8=lX;e|1c2bleV&)-4gra~WQTdB9Dq zwrEl1GZgL~h-iLeCw!i)tVkAH0g<^R#wpCBwD{bT3i#Gal6RgzSWlI6_QY_Z8<=?O9h0AO9vbPebw0HQ1Y63*EX740vzSx;nz&hR5b1N4`_Wy zwnia3TeOXaMzW5qlSM*yW;#XC^W^jT6pp|2!59=Rf}0RoMB(;CUWS4MfM_wA*ewX` zf0aji&2{)x(G*nWB$YNH5=RscHU#cXB!c8YvKeScHgxRml#oD~K1%(8rkpxPk&iEC zZ6Fn1+aP5&h#`$|R>QT}^*G^+N5`Ee5&KKIcA5@v_sI?`pp>;k(2fu3JfxR!o7g}C z5pxFD8lAL=K#~P)0?7&VTGm7x@AV1_F**{#czsNBk#q2xfoWe7oYy;4SYcx0YRo>yR?Y6+9%$nJh|{u0<`i!zqs*=AAs z=g)iV;>v&ku{G&M%F%USFW2h!O?bqiMC)kJzl)J*5fghiaLI^b0>apw455ynL9Cwv zssD-VszmbPjUX})E5ZFFiz4ShzCf%gqD*+L8Jn6-1;N=`Vu0>@$psp?pUJ;FU3!}- z(#;cOHcaYSh{b~mvRlp4CRbzI%XIY8s2&wyoHPEQxg$!tS|Lp#5#pWcJkDpb3^wQV z9-H^tYFZ>6e*amKSYilGw^9tstQf6Ot@CUu3c)s473pl^K*>P}A)P3tv!E$KBz6hWHAa@sZwil6A}wa0jHUQtoiGl% ztt~#EL=D`V>{syc!!3!;HQ|Tz zIuDv-_j{kTFnGprHVcDP6%|8%bJJ~50sJ~DP^lAyjxaGE(=vb%fw-WNG(U#*+cIiv zMGS9Uk(pOQ8J~?H*squu0I!rh#Dy*BF@r80VNw3~Ty@|Ze(Ld{MkbY2@ z!{oyL$wKi~n|pi7X4^&*+^h1}@fgCRa`Q$>41U?x+ups%muETlBy&a%_kGdHew3%b z5wAI@tR(ijLG-k3|sx`cLG*W@);8S!Lw>+Mkn+*h~K_Ht}zfioZVr&rkur zihnfV37{iM_!b@79zgvM^hpXSWC=nI9vymgJZq!0SbZkWgFS||QUHs3J8&e)g!c~o2y z2@V}O_)gP18;r=JRhOK;Gf54qJ=Y{}L}9TifjZ*#V~}3#-+BgnMK~J4sfg1s1&GnA z79OfQNBf=+HU+;>qjd)pF&=-E(^=M!Al}tdq(MM8VvNwB_+#OO(k=U}q%tJ}6xrz| zrx_Kr?Wk^|0K*hl^b8p&=zX6%*w*^vP&MxDO$FGRd)EjWn4Gsf`Dr$jkCKHF%)({D zBT|tkagr|{&h%=AX*)`E+;BAVuogk+mWqeGlFQoH6~ z{koG`WljYICc~3VPu7Ep*socM;ANw`Q_!+K_@LqoM1$G@f+)F{2s=yMUgO)T!^>i@ zH0QYLS2!@f!v|lqYWm_w>e@%5N(C|0V8&NvoD9X@ib%8&}nSQ@F|Q65Orv6 zis(Gtt}Q3GofOliN*hEFBg&JciGJ+Qgf)#FD9mVF_Nsg9nn(*>t#Bwq?Qqf^j(WWxZ zX)zeom{K+7eZ9#1L8j^+MBD^lRhqK6Xjhu6;jQ}1qOdc!OPC`dHrzi$MrvUIc2Z{4 zW?VXb>(nR}X2eR5cRJWMshE8kgmJ@k` zEK?1ld(yWz-i+#6q_aeFbTWf$4@e8wTygdo|eBU(=L}3K*1} zAKK4)YCdb;x@&QBBZBRg^Z$FHH{&V-OS3RZMZ7HK$KJ_JE!mqQ)c>T_yL5P3P902? zV%#w$X+l=k&~<~rMfmD`Po0Q8ExlG3h!zoqOy8eW`KCN-FOh59mDaOm`PR3tP%mxq z_O&YtHqRYy$9lish?O2zYnt(^ZJ{)geJ_?drDz0MM|y$g&}H~ z_-L)`crNtMgrHP@h~PlDO6m)!G^Xa%zV@BFc!v0j+bz5Twb_x(*BtE}Kaa?94H({w z;kc(!UBa(tqGW8KseEMGpqyMJRiRtPTbr{``)k|ltkmftiZV2Ws6n~`kpL$Eg_}Z0? zJ+xx9B3ZwzAH)74B6f6fXF~(NtnYAeSx0%~m zcQ}oPDY-}ulWTPB)Z2Z$^n=LLlt#_Uw5b1`_xf*P|NosY`+r%ZMfZmm$kQ7VH86?^ zPPBL-%Fo-0jc8K?p}=YHNp;i8DBQ>Sp!!JM;Pbr>E5*1jzF!4g#1?QJ1Tk=AZ=DT0 zR(sZ%RCOZ52C|=bLiNsZt$5*AzW0icwjrH(y=6H{bR5u?Qf0DE#y!K@KX!Jq$`oYI znVwr?lzr^gsv@{3ZL;fFSX;Xi-!0N;9ZMSv6N18`h{0-h(_Z+;@~^@fH{m?AQM8<7 zIiTUsb+l+8N<{W*wLLsG8?&3frfJGR9O;4AFK6ZY*NO1m!ap`mCG0~egT^<+k9z(n zI5**TGyR*??tIf7vdEwnA~|{8vfMao71-#s#`-zwk3@=(5T2G-ojf*Fs5Z}3bQ=+P zi4f1e5ds^MJqV02jqnim(bfNXglEV8sfJBA5L>z_JSRw~ID0}JaI(p-B&rpGtgd!hW0mJV) z4)5dO=BkqN2u-zHOIy405mL(s{gzX^Ro+^|u-R?o75hOQ@7*e|$2^n|#fauK>zI?Q z<`nU;fHv5efTNQi<>0r-!Z_iV2;1+77Ze)c*KOi~XWJulI-u*Y^5W&hR+5Qoi6ogj z`z~c7mBL}ek z1yeL4p-UKg6Ti{AhFIhxh~=(j$9HI;g#z~a7WLzTh2VNgYYgoeA<=u&;vKlIeDt=w zzHKXBp(N77!x^1n;5OqlEE~Eo8kgr~Qzb6dFBAMn&`WmdyFvTPv7Kb-&!FJP&N7YC zx&!8ZCFg?D{pOFB4Ck6#eC@*Q5VYjbS)eNwK$LR-h#x1I5=ZgZ(d>P)sY%Fs#Q`=T zfs1&(&Kt&rkAOH(cx-moaa?O(rh%SdF30a)`ldJnFFVC-m{7O z**`_>35GmuNKf1#f)uj9FX6^$2|9W!&_XET{oG+4Hw-0@r-7%gSc&;TCpIJwh;`tj zeMVOl(&`(S#pfujkg`D?r5UmG{t@*1H6Nc8HG%=I9?Ch>b-~C*``46T^`VjU^l?jL zY0mp0EJ)V81nf2>FHywf1_NP6@=ZH`3>$InRJPCmBslFiIgp$nJ`AXSKQLPSoaw!T zNE>|WDkC-Ey2k(@N6Cu#1GztnyCzv&L5{pQ;X{9f{E6S5PQp;pD z&>|+NzF^yIx=WdOrAMRVCgs{huozx4s*6`wxScKTEm~6(#nB7Tkkm6P8oziWu*}i& z=rV7f;!aa1TC${z-*CjvF~I9aaFNXSw7w>jTA`_# z7f(w~U=3E;7d0K5iMLkkmg>5Jf@In&o%AnHinSstbup&wG^hFJ4$Y(e7Tu5FgnGc& zz3~#XN*s%?1C&HSNXh?n0GT_%dsYD~5#+-b=~Jt5>Pt z=vokWt?}Ayuvs@eYB1*(HCF*$sV&84itUz`x1BTJ0PkqlSine`IY(jaqBzyRTzpXW z>L6CUYD-w^q;-|J^_R+}s-pO`u0VN651w=p|4;$UI_b1{?!b&Fh(U2err@U+h#Lzz ztB`Z--x_+RAlJ=_?ruqr@dlkuQxfd~5T|hOnTOgnItGE}QzBl*;xNz#p{>IAYyKLi zZJmeN3KCdfG0rE@Hb&Ww_WO<+*-`dKWepi^iY%q0*|8Ql!==?Us0@*Y@6dA*dn+8E zr)Hrxk?1c?ii;?x7W@&G9s|7Kx!6^E3>pA0l=ZcxjQ6sqs1k4nr4Xafs79M^c@V*z zhIB?Lf_DyoPVI@#Rv&&Vx?%BiRlLdk<(hyL}H>Bq4}s zK@da`-9+ys1VQxPBS>`7iD42Yx=FN2w29t{9=#JpZ!zkO7JVj#!5H6@_msDs_dEA~ z_uRG4y6ZbL>)C7CfB*OFXP1B7KP|VC9$@WqNPByTy5WB zGBh_EVKm0tz*@Pxo(0IYtQBHuAjFFLOnIxQ#XL4t^|Z)d;@OqBvUz{5j;~wKw0Fje zlnNYEwMx*Wox6GUV?F|e6g%c^w5q70(tEnMUkdUf0%ZbkHHaRV*ZP%dA_@=vrWa~e zUAZ8RK8Er^hL#lrH3bui6BX?7G}xt%lzbZ>)c$32CI}V6 zUwT=)VpHdhtYx9Hvs^@YKDA{&+tM%3GU26Pjx%bEQ{77PtjwLH-LjrY?}zO59*>)r zx$WjFvhXaY+|Si-V17aLGS$~Hzg}BKbi!C`b7#76G?&PQvG=uCu@fU_T}l4Dv$SSQ z_>@;2}O??s{i*LQz*kN+imA4I;D`7~0&Y5!dC(xTjHMY$|#8(lE%7Nnjy z)+dhm05XkJMI)F%SHKF`3^c_u?0Md49iGw3i3L>oz7AWm92D4L27U2Efdo6>gPO+L zJEHQjLAj2NOHno-Fce;8YNK(2Zl=XNQhA_gF)olTAD4f>noRDDguo80sk3m(aKYJ2 zbxypfo{4)PoqacFpYv0yhetA8;K(QVFd0mK`dVQ*4^q9~0e#+f`Flf~1Gy5?EfGzB zAgv9Bli}C^dxRmpTT`Ydm;%Gq8^pI#0eF~4dg$Sl%?ddnMmz1?vthPTtl)EUtZT8*$HD(WUd) z!~;J_)U!_t46O`XnJkm?bPK_wnF&Ak>c7--;tOH^CL%dfV~=xQW;>91)oY2Pyz z1f`}VR(UtTWd#OzIo5L{ti!L}&#Rg^J^wDr=Fu`Uj#d9%exHP;~$c*v8m}^hUKH=)NW(M=kG>c&NS1zuyQh+sV{gD1H-vyL9SqZ&M{C7nA zMOj1T$(o_vQAO9@>VS)5^{P{f57)*A96QP0%Is{(?Te=?zl>+|3UpN4qX0B!CXg0to9$aP2Gx^`iygrBJI&p;b58~9%2pVM02y`e&M~Tn=g=|9BXgF)z zaz3K3vjWQl>4eUvX-|T0!U??>tdZ88?ofSeN9puM{yJ>iiTWmscq>+4Jf@^`O=yx@)kML8lwmFAASRB|V`?gu6wO>m27M*Z9FVdskyEV@r z$YbUgZ?ZCg`N|gk1A*vtI3~>qNFiXvhG-HkbxwP2JzIohWRxb`>cB$e3vG$ZAF?qt z&XmqH1!0?mmtfKdMFW5yvifWwmR8Mqq@K^neb;fHW8T2SwNOGWk5k=v!%U@S{wALM zD6w(3qVao5%Fhiy1ATW!Y!+;dwlzezb+J+`;I3m>3NW4&jFwKVl;go9UUd0_pGVG}CsuSrx;M{ER+~v7ao(b6YxD(O|Ab5FV#h)!th@ znh{7oLS7r{37l!;uS>G!EAiY)H|tf|!#MH1{l`@44?{}}16Al+2B>V{{*5_ba!yS3g1+l*yR zes>^s%eRZmq0CWHO_d@PJpb80(CD(o+JBVB6ihF~TI0#cQ0^~TuZTe?@nfvSAe{PfL^Q-jhBe%Z z3u{~E*qE^qzk$7Y;_x|mD3vv|c0WQ|D>(?oN*GxN#9rR6k>?wU=9-Criz;)*Qw=)i zqkq66E#61#si*JSYhhU2NDgSH@ESu!lka!r`E%Jb@WPytt*_S- z6drBA+WzOF-2c8$f%tjwm;zwQub72($x~tIp}RQKQY)|$HarUmGWS{DKZkYt))Op( zS?X4x1l%X}`To{jjmp(??K4#l!PhW!m14aGko?V2lP`xV8dD#fode5wCX!VqT^b&3 zaNSCXHB4SSH8XRr&@|0Zf1RJ0khq=@W?(p(ms3I0@L`Z!Lg1uw}~%m;ISg#62J;?5#5bjrT1Wu2>*CV?%8Mtcij%`?DKj1F{en z&dHx-;O94uA{zHA zoQ@joX&KZ?_yz=r1_WhlmKsZ^l0wL|v0Mi+$Wz5YXZO$hYUui|w>UENpkeBzVA9W6 zNIT4$sCL&JrP>9GK!m+6mG%qY!0MyCXTX8W)}$6JO+)Xb)#6gq1~L3F64s--jb8WN@ z{cC{~BKPQEmg=_Cl;CS%k*S%Ef|ZTPU@~mta$DzToD!0Pa;u=1g&A$#17*S*@yQg* zl3<9ASDg+TUGZgk8IU3K1=1rH?Hak>d|r{5)1BOkkNJ6gYJ3vcn#vtYZtdX48`p*n z&{bhmn<~GKTBtGSc*RCb+Kb|_&WXU?Q!)_mlR%4aXo`(mKSP&9~2t`(OL!#xc zp#3^P7dL?*6)@k4iivX@rL5-iKD|>WAav|HqKBEX3N2*2*`9xD?V>@oli-b zxizEb9gxR3|IJ{1Q(ef-)60AJ>eNx@$(;6A-kQR~F2r5K*!-MJUwL7Pv8j%(=z?;1 zcwRTw7zp|ZvBi%okjqnTXL4eVPsGgqy}GRUv7u;oq(s*~f@b-!3rdKE0uod_4pcF? zToI)}3}#1fque8QKwzl~6X#StN9m2QW{}OARSlhBrImS0Zt2pr|5aBQH)LI90jzMX0x(S^~Tl8nte3S9EbCZsq>Ejc`j?{LdH&R)|^43H?_aBq0`mx zUUB!bt~h!Q^#YdE?2VxB?iKnGSP#?^_SRu+D<77khlL)lj#bMG?!r?8iC#c&nCrbq zA9h&J&LQnuZ()}(8wdIrSbSLxwE9ahZDFRYK1BwuvV+zs+jOj0mOr51~Rpu}BRw1?+jYWttX_5gS7ze# zXzhdXGlE1IHu;Re(+~fSh4vlA|J)fu{86C}zSC8R2dsZ&-tG}8@;9(g@;h>|6PlRE z1;~*&g$v#wKolVX2in-=Ih#5ATlZ!XP0HR~hEti{gE7{&wq*NPw6jvmQmuflI3J5= z_}G_@6sQ$#O23?R3gnS8Gb`aDjZa@G$0X-AicaQm*ZinfS1~MVtkiAx_H*){y04*9 z#=QtCn~2Sxuyh+c8bPn%FJ(vV1(U=hd0=hO0J zU|S$~4T}7vaA_YWbE2`CsvRQBicDLI+(wcUcPY>{i=8Mg_--Ntx}=K40deUf31)mm#G z<$-=p?RyDH0dRql7fWbm5DAWrmE2e#+f;xZ!PEM6FU@XrBYcMQmZ4FMN%-5?pcAQz zo&q#H6z7!>zH^#|XUEEc^#cPjW?QGthUmjiI0cwF+hX%@Bn!-2&BE4beluTaBz4SV zJ$5=?ej6?@Z(++|HfBwelri4)UcaNz^JL4SD*s1pZJfNba*;v0+fjXVn9+eBucHE5 zg=~q)VTr^gm^pZig$3QS(PbUMO5Doow9DE)q^(hnnZfb4MY94v8u=E#LVvOq$cttO zl3d#)ZAG)CHZyNofz{uymr-CO^rjD{Y&{AU_oVBi>=Ti+B&PMG)s~a5-&9BkQ`56| zcaD1shN?U)`X3${1UPXHGI|8BB{gvBX||g7sN+Bll?UC-)wGES(1 z`|%>!H?4f=ww)Ik{dQI=pExt^i%yJsIP(cG8DLLlVX`J|&9KK@+F~J+PW8w0u;6i-tJ@%iPeZ%7Ks}sCeJgh5)~=hI z$&k6)NgI8Dt1D=Tm2d{K9P^%))ISutA1W{J&?xa7tc@H&m?N3KWC~!pK+qo)=fH%g z*{$MpU>EDlIF6ZGP>c~ho(@}!KG8K_qWIEwtyx9Z@k+(xW4f|pEb)m(XX@iqIuS!I zvVLjLMmTTMW>>;Db#h4!zY9~D(ONqZp+=4dhh{}gl3tz@Me=SY61tK@uEUe%WqW)~ z3Y0)BZ5$(gTumG8oFkmcMOLU3JJ_vIU*1sRpTZhCy2UtLLBCspX=`V_RYfsg&AJ3!71NN1OO1YIV34G`Vjbwaw|Wj#ky;Xl}I z#UGmi92nS*7ip;x7up`oXAs0`ms(h*f$BA%LOoqk8)f>4$z%=BZ{`|{(`s%BmeQPG z>ZBbe4h&YbaP#%k(=Bs>;!9R#$1NiT&LVgIB-7^i(JX&vVEUgO)B<5!x`rb;F);yb zA+y!kC+LlXX2AIy)5-=GK5gmELNO~L;kz2>6BP7?`;W8?ZDZ_Rs zx4@%u#-Na95@59rG_A!BdYs(;lESFnV@cDYa0&A0i~u;G@uDobZP}8eu0NAv44~Ul z1#^J|u$Beb?BT70!)`{dP_S`<;$fyFT5~^2)Z+Tn`DkCLh`~fi;S!%$3Bv$F-6+ra(LK@ zHSQMLx@#oL8m-x)fnvq6pAl4zbh{H`Vdm3db0jFH(Qo%T2+Upt7KG4YH`?XNu@MDW z;lb`>x3^i_EX3nGdu6pFH%~hK8s+Qd0;MU}p?d{9s#NZay=tBxP6Ptd4blTrgI60J zzOzkM$g4Vy#@fI1tmU~irw;^XJxXNWPy|o>_sZT`VFNX%KdB2+bUz>z_`BQ!20>NPqG8_}`#g1zbY4#h=da&HcMw%ip5q6NS<$-M7o1bAyW^PJmsna^ z{e$}eS8s?nPI3lM33N@{RXiUc&Qb<5Z!gtx?TVq7P%mq<{b8te7^u6A5aG|YtQ{pQ zg$cB-nxq4A>&cqA3USio!654%TV%kD!Fa(GV$ChhuUkz`{kBI!o|cZ*?L*7;bcr?3 z^|kee3{a`+qHYl_euSPxMQ=T(L{GS;U|%(bTy1lRb|8PM+;55EjKGN%%UjV6k3Oak zeS}`>1r`o084A=53iEBOkHZx<0-%Vh#!E@Ti5 z@^K#LaMlV1f~MOKMK56_#_HU6;!!bg^8R&b!e+y7=eP7kV|CSEEH(LmOLiVWov7H_nv2M5wga} zG{DdSoDjm7wK?Ye%7O1Qa?U*y&U>(l|6%>s^F-cYjX}*h$D$uGtgXtmTS;f#R5S#7 zIJ1{gI%gQrGRs|4ib&M76fFz3uqFlKfYAmE^r~1*;+}eJk2?}b7d>|xDbESE#AX3G z+n<~CF!bHp&tY(S`D?*rh=@Llm-5%J#>f%E?L!v9DIhUQAJAmlp=8)Cpyx077xXHS zc`rpZww9HAVYGq=N=kz|ofUXE=2fgu)1IlO3vegLV~?o5M61PhIVne%Y+ zXrILjXN>Cdey?+jb>Fk#rb4jZWU$~iivZ>->xJfk0xUgB^~Ih*vwY?yG!)t@h2zwC z%^Fb(K{8>JomT?+T5c9Ak%Jrs?dB5IdY{&~+Fym$#3Wgps?cm5~oHPB1bJ*H-b*(mPC_Sz2?9|&xR^_EhvL(ue z$w_d3Rb3q8`jm0JlN_^DQ?MIxVzIr*jc#o_;loLvX4SA>w8Tl*Oa?PyZF}IAke(*z z{a6U=Lu`XRa)b)Zg$1%=$j&42Z&3=fC&=W2uE%v4@i+`CkTr^UT-;dRRAK7Bty_b( z?2Fi+k~TYKyLKB8aJO08$I%&L1C#1-5MiI z{_s8p#%9eGDApAH87t9lO}`K3%fpGCCYJ+N1+U(3U*MPUd}jm?ad)s#l*Tp?P2c!_ zbho@_K`!p%&RmtxjjgZ4ZsNKj7BJ6<9{sl^0|LD~MJ1o1u9heF%1_g$B)IRY)$`PU zN{B`1=6%d_&|XaRHF7z1I1L8}V!BX%J8-mD?@|pc!UsZ%bDR3^>PEr(1#uYqLz`fm zYD*dv)2x)`c>FR8DPXINUcf^=%Dy~%3@fXWi121IuPlsH(*Aic$kz0Lp!!&t)3E5m za_X96ey!SGn%0QsQpr??fxVPoSn;j=iFHlU@2)Q6PTQ8S>@ij|BbBUw5={4}QFQ;q z_@X~MpVh`6(urq8XJqtdAg!-_v0|9m`@yVa(pZVcC)(tg&Tk#pb}c%kmi5$SxVv6P z#OL|$`xIK=hk6A(-52{*^|5EOZgICoprkd%en$D!+=e5iU%)-PuA-u->Ha?t68y8n zUH?xze*ZgOnBUxjKl}gxl2i15f&ahY4*LIm@b91f|9>I){C|c2|IzT&-;ApNemDGC z|Nk#8EdS+b{4@Ulng9RZ!v+5{|Np)H|39-?{FhVhPZxzhn}7eA|Nq|m|DXN;-`oHH z{{8=tv!GS;kOpA#;V0A@y{Df%{C?o(>q%{B*BZe42X_1uwiPBOFptLl%0w^sHf2JWv z5CbSJbpT2WJq$o;;b#RvT9&ceX9Ove07%Q%pE2jkp#VtBbygApqy+(hv{+dKAT95~ zKS5eT0gx7RopXQ|IS7EX&`|&wElJV6?ab7%l&4 z;D37XKV$HpP7+pNuGAU#K*HzDHP$Eo1Z4??F!(?7x0?k(S#ow#1n$1B zYZMlrmh`cg; z#Nezka&?~*r^L%YJnIa`%JM3)AS!zE0^yN!r-p!B-*|W!6akoMD)Ud&8LC>`MG~9DVQJmQ!E6IMn z1A&2u+aPzX%1*P;RK{}`jfMD(7VmCLXFf3SXun*>QL(1Gdf-_EEdYE>m!S%LT8{_?pl(^GJ50qf=W8-|X&N%PI-m746qPzk8=nFWBbG@sReu9_oqy%mX-& z7F$6qxPt_=B%x08utw?Ic`7i7;8WZN#VES`_QdZb6~8eiVP z*JBN6QqchDnIUHn>)Lh1N1`L zk&6(kVy9^mHuU~gtgd9N3;mpra2WsTtZ#r!MS(`pT4#jPB8*bwJV%1wumU9kL{hmF|FjiI|zrgx^8v7e@Ebh+Z ze8V9<;4vrVgS?56QCHB@bF3bKM%P|9n0PY?E6#!Lu75IgpyQdw<&;F7AZ6%iekOv3CL{k*6@@B-|tSSmR*SqhVZrlUEb(a!6T*1$S1H8qz zZzSBcj_#MFXYh}!#hmChx0I_;+|0=Zm+?R2?jgC)PhT(bt@VqI@m+OXqOg%Htrjd> zljo{lf?Edz5>fo|Okr_3_fHC}1i5#||Y%-*#IgBOuWAB_N>qTZeji2e{b(vcxuLn0w7N zQuQs#OzgLh>7Ts%Tm@DW?vq-P^w@Pw$6l8j61k^H=airm5Vae8On8Iyu2~3*&|G1b zxSS>Q?R_5!PM8Tj=KyX|K5Rm&wj6355bsN!!29P(^r+K zN~_i=`#QViH&F%#AY#>sh=LqC{mWS&k1V=z)v?>L8_AUl-2TOp!XWxbrsWRWN)Fmp z_fx`S15ArUhsR&SgkDz&t=JL_+_U(oH(XM`^$@|rkR;5?ntE2{eO|KTT>SKNe*DvK zuLeVg^u&&fxn76F$rmHF?Qm~LOf!t~@Fw%LyL|_VM_!!Yieoe7-wV^BtZGYdywz#m zj%mKiUK?Ir)yREud;Y`dnYUZi;K1>5;{EO~cj`^>#;&-Y@o!^en5{I8h0wBny%dGg z)|I0)R{bWfX=9NdIo3+l(04^9mKx$|Tu07Ny}NIGWGz9%PIA!5R$+$29Z z3%RKVrRN}4d+sP~E<;5;@#wMqK9rJO@9d~~oYRY(C@B$~?Bv9LEb;WI=;G**n)9{Afoyp0Thu_jW? z=Hz&feQG?Cs5Fl%&YT8rurfU!*<1GWjRqNOeV}gMt)97(cnsRh4^}k!Bt7&*h?YW1 zpX@n$Ghglr<3eSK+*Ox`$nQrhZlyt=KKsh|uW~jPyqTEhDE4U~d9C3yd9$L6*gHmr zvs?^%-^!Wgb^CPl)2M}F`zot<+@a!OQ1g|yGL1uVi19VR{@UHi>kL`jNJ2)m@ z*(u)B8+`DZEJ11#jqkU9oIp!LzFWRLw97`zbyLf<&V`Qo0zxkUqqfExGW8018bhlH zr_ZLIk|X&f?P@Yz4f!T1I~9~j)&DkY-^YGfAvLeOGQTSvL{s+^sc~UNQ%vp)mQ(Vx zfCaY04Ow{QK-k`%Cmp8K5?~O~gwkbo_s7h9wd0Km$QUPICcQ5n!gphqa-e4TYr@w^ zawz&aIrP|{M5z~jNvoe>QGxXJE2*ybLRp)K25z@+^RiyMR&>5|f3)%;vVPO#Jvz{b z@!A-5dx&li!{&Ew@8mw<)!P@pUbCxS-5XxDm-5pd@pBk{GQHmzb*sX^F6knlRpcvc zJ$(BmtykhTO^U-myv_@|yP}@6nC}A>rEkbo}7ds)xvl zq>E&2kRw5RA?uH#$Z(~|Am*ri4Z8Z7lyCT=aYQRQ=Xg` zuu0n|GE3#JwV#D`D^#N@MJR`lQBQ&%bprXeLAo{KdoFdLSJNq$Z2r^q%I11ef+!Pf zRLCMjK12QKZOn&VAzn}Y+n%2KMB4*#UuZtVaj?-r-3Q~MyJhZ2v#xHB@+a@U{RTA? zr%$UZPq+f1#;BAXd`nQxNC(bRFEcmom5UFZh+`6x-2XroO7n_Ih?_=gNSCKylOa8A zKC(k?Anwi+K1ufFD%zSpdp?K##IhSbT;>-`34t#M&q)vp7)0J76MLAqtnx05^ixY1 zDUU;z;svup$`^FJ7SEAkq`Mx9;Ro`H;a6F+6iNT``Mr1Hq*Q z(B2$X6x;40$WjbU*U4&u>ag{w7QPChGZ#v^RAWFRohwP5JvrQx?*fD0yr8NN5o!muU6Czia;AnW`7I&ujeJ zjv&mem9d{3lW;HmhqwG=VcfXkT#>@=A;ssy{-=}0#%|MSVh4G(qia6$0y08BdT&R* z$x}?#pNtQ@>r&ouC%Vz>?6m5vQZ$VPoB#gc9E(>LYdbW;EX0eqFNn?EJmlv72hg~y z#``VVy}{Nx&NoERlZ5iIwJj}PG3IkCt)jLJQ0DcZS%h$e(mX6jKuNMQ=aoTeqF%JI*#)mjda^1!9m)r`*UEPtuXAdoR;pqz(K*r}| z+e+95=B6muHk>4rZ7j)2OpKKXr>9=fRMD*LJ4Jr=6}xxTz$m!)zWn8d(h|0F+fMh< zo?`9TCdTY$pwi%SB12)s)T^J29s<->vKn`CH-H#Aqzw)9_1yP>^Z@*!LQ0wEVqrGhQjq6Z}m< zto2a~_{SbodKEyCFgNwVsc7(bMgJziX7VSmUy4=VpS(POS9mr841fH+Sm33(i(ag9 z?2YFA>fev-n3%43yGitEA6<0Hr#u0wsb^VLOQk=qyHmZQS%sexaxHD5scq|?4t9OE zVD-_(O!VdZBL6Hz^qlc)sZ=Lxp61}@kIg#%^)`Kh5t^#v<)*s}@!OA^Q%~zuO6r%A zuY_mHr|E1m=iExQUro#TwBCZNX6Ivh^#y`v2#NJV7BXv$ha_(5cUh6{LaI;EXp{?B z7(c#K>!Nt?4R&;K%CEkrNMzdmqkp+mO5KQ@1hMl2B2vGg(KMHu!1go&%RU4TM()b? zXy*Yz`t>+%qeS}?+my=T`E5BZEiTxtuuuCssind4W-fj;R=Z_O)r()Ij!D!em)j4= z_pVUShdRAK*r1yK+@c`WDlH;bEa&@e4^P3^H3eDgI|CG{f7A#_okLVTfNwB>ibX|m z>D=G3>uudV?SGnGZe(9L$NlaXWO+bg`2X)CHbGZA^fu-5B~2Vf?!M0F>p~YyvL9;; z3Q6Z+%IfONt|0Pvd$EUf*B*FNv@ZN;1+rK)H~Om3SKg7sZYt?g-lVvY92=wg(#n|Z zj4q&;y5m0EMY}?x(DkDqhU$ijc`vyHXdMPS{D(OnC>p-3n=Za!t5mN;O(UuJ0cEz8 zU;^7BHwxSPNQCCNY-4lvP2*F3rQhoa9syW7N+5l2Dy;dYL;C{kHak88pI`;?rU4wo3?qYg>V2Zib)!e*e_3CfTlgX2xKHzoNZxg+ADlcv7AC{MX>U}rX zva!U{>!II|eTvhI02&tYVsjiWpYx@toIoSfl{Xu7N#5H#eC`t`5mSU~iMOLqxxeT5 z(`qHErH3I^MV1QB`1!TZ>tM|v|uSO7|>}4mO zEq(&>bC0iHsUeT8jW~g_?o9_Za_E1|vr&CC`k^g8kGNOokegjf-xeK-*Nq223(&R#s zMY@pI^H&vMK{@QUaO3MYRFn?Ux2c)J*XVASyr^5Pf!oYq_27oLUVhhhQ&Qq_gv-R8 zYPQ2=pO6QZD*PtY_m!zLhuKoji7IIc!eY38V?T)l_XFHPx4tU@-r}XKCJ3{;m9v}sr!&~ zbEjD@{QS`U2M)1{4RwSj!;(rfLax>mQ>3PkUSuLkQ83L5UTHm#2XwKTWj3`b2vTa~ zeCM}k`0i`a3EE~ovinz@RFAlCUN0<*HSfAT#6dKh)$nm)Xi~dwgM{an(zP3eRYM%p zWH|lOAYldiZ`Pq;x~{kP3vyU3$Rl|(oy_)-l4|^9cQ*PBZJJ&RPm4Iqo#TseH|lKD zd~8RS5ae<(Sy@i{O&J^HrQ)4dc*2ycdcW`jT~aA&UY{-ZsojOq)7YJ$Sjkk-6`ilA zmg@P|p$V4xb`Q+-q)oiFRxbC4)qH&A)tJ34mcRPhh)lgDkv3zl`O7nvBC$zc=|fTF z4Y6UJ5$6fI<_X%2r8f!NNeD#&b$oyHUR}UgfKicHv%dH7FlV{Wl|?j9&MwoUctlR7 zT+R4>#3EX$%P(koVP}d2|sW60^5q zytL;VP?TIvm2NB!tGQF_rODElGW~#BW}ICAy{Qv>RA^q&BehQ&a~ApnOekzB+1`Oi zG=_Z3^^=rfBfpeAG_@{)hkm&4CCSstf$8Q-;`#+CHyKy)xUnQtGBJ&@Bel+{hlzHo zDhc{IWr7QrqBliIjh@PO*xc$V=~(q5+I)D!5uc-ncvVY)eWiBcvBTm7)VJX#wRmQO zo%nH&@0hzl6zMr~T}0J|M|JnEUMjflhQ6l#l*pa5`f`u_tLbi&^`XW)^ZlH!Ep{k) z9W(a6zmzd!T@?_T-Nv0qlbDsFhLoeoXYCZIS zj{kTZLnYX^cCsSyvQ?qi`ZMd8w$;?09SpmO%@#Dp#!l3?ku7oZWU?$omt)U%5`rIX z04e)_vdBw0Qln-7VPphY=qZ0IjMzMV`X5>3SJ^9Fzr$_vHf0MthT`?UC6~rs@3jw# zWjYjBjSw|*Oi!vRpSlcYmN$as5_6fF+oRGKWub8Rh7{`9{(aB6N5YF!rDn;c1O-9P z^R165hBjiLrS}UhN=p57s@XYw1(sT==DwW2C;Eys;c3xhxksO$W_nYEs`Huo){GxX za_0)~HSA00Ag8xC&RzfNV;a1S4p}yH0CnE{__$~2+?jFBk7wUuENQkk$FP&0A?0c;8b1d$~Ii>Y6Y$mA5Q%RiY(Yojp#+$WXaS zL=jBd!C3YxpKm`dUjFDxOkiG|68!klB&F;=wRa-(mkkFrx0(Q`hkoT_ck;5x4L{x8 z9MaR0o;+%qGXD9|%XS4WgdGqX)RoCM`$liaQ0F9wN59y<{-mw$KNP*s+acMI%4{Gy zz?L?*{-{%&BeqJ&K`pR|>rMUIXNv(RryEZfC213hJ2&?7X~yg0_gN(z1qT+EX zGAwrj7g!MbBTHl}G|$q{v`t&AlfP?Htat0~3_{rIPwl-df6fmbjo(+$*U8oVbEYi;OEF;e|IMQqm|@nQ z_AXu^!Jp+H37^NR2&V#^cP|hST>lLj0Re*Oud>%)r~!4s#}#PAPwszO6XRPam<{04 zHI4X-Tld$>>PY@t({JneV?*4z2U;lsmT`;(1hl`>0lK;_>^(#3l=C9;`aBKashCh04eyu?y?r#nFyC3I|#J^YaekCO!P=5QH zF8G_u_eb(S%HF?Lu$%T*-oKN?|49EwY2a7-H27cXe1mju1Y5rd~ Y2_21#z Date: Sat, 15 Oct 2016 23:33:31 -0700 Subject: [PATCH 4/6] Final link to juypter Notebook Final link to juypter Notebook --- Spark Assignment/FinalSparkAssignment.txt | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 Spark Assignment/FinalSparkAssignment.txt diff --git a/Spark Assignment/FinalSparkAssignment.txt b/Spark Assignment/FinalSparkAssignment.txt new file mode 100644 index 0000000..85f6e5e --- /dev/null +++ b/Spark Assignment/FinalSparkAssignment.txt @@ -0,0 +1,17 @@ +Apache Spark Assignment: Team 13 + + +Steps Followed: + +1) We acquired Apache Spark service in Bluemix. + +2) For Analysis we used the SAT score datasets. +(http://www.cde.ca.gov/ds/sp/ai/ ) + +3) We analyzed the mean Sat scores for Verbal, math and writing section over the years (2009-2013). + +4) We plotted graph and pie chart for them using various queries. + +5) The link to our team�s jupyter notebook: + +https://new-console.ng.bluemix.net/data/notebooks/478ff3ce-311b-4975-ac07-ad96230fb02c/view?access_token=d909b71d373c575c054b50e0c5f75697248262ca6db2feac79b5a6875ad1e2cd From ae7cef1d6a2b771ce7c08880c368e776875ccc6f Mon Sep 17 00:00:00 2001 From: Shrutiloya Date: Sat, 15 Oct 2016 23:40:45 -0700 Subject: [PATCH 5/6] Deleting wrong file --- Apache Spark Assignment.pdf | Bin 24470 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 Apache Spark Assignment.pdf diff --git a/Apache Spark Assignment.pdf b/Apache Spark Assignment.pdf deleted file mode 100644 index 1fdf38c7af3d4cc8ec3a2a28792f01629626ab60..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 24470 zcmcG#1yo(jvM!9f1r5G}6Wrb1-QC^Y9fCt}cXtaG+}+(mfItWu+}|SE`|N%0k^BCC zj5ii*c6W96Y^znXsPCJk^1`At475yer2Tt8_kNUIz=sdyO(U{y>mjMKN|`(ooEQw54V=8;wx z^mnNl4JQ1ss1~fsVga-TUob5!OidukE!ZW>tPFA|2gBs5Ws$+j(^9(K9BO5|;j+KNnuho%DOlSlPAT=4P(pOb znVvfnAZw(*znE+?5fzt7z(_}6M{`>UTNgJqNip)Ux(aE6Rqijm$F|63Y zOq= zwW7dbFo~!cV6{5YQJESLuN5nchxm(E311Pa>Qyfpihs9g`dJ<9I^Hz7d!QQjC8ETs zOSu~bJO;kMdww2Ay{n4{HN`}n67gu~r{}Olw$4#RFtTQs+cx}h-FXEhU)T>WoSIg( zQ~c-1e$7-* zuY{wRW@zSe2FWN)lT@yRy_gS2^~nXy09ixMregc4p3irkFT0aQND}_N4mp!JxzPN; z+|^o$eo>v2Ao~#2Zr<41o(%WHI9(TKyJWQd&*QvP9bK78EZp*gHKGn;{HRcbaMe74 zY{DqTd=bPKO4Xw<)@wxf zP)txbCe6}2T3e-29n*dR?ZZ1aa@${xj>6AmLgY+Rzqc9pc=CE!o_FEoV6ZkB;h}*9>zH1ccF9F=*^rzsg@JntmHxDK4A!L5CVJoW#o}o}I|AuR6o*=uWsnLT4&8&? zyxv)y?k5fya^0M-U<1M;kz4#|MxV`B*6Ve-8^5ESKFSlq&z`tj3u?gltPP_(%;J+~gE%bz^0&{@@RqZ?>T*iYeCVs`Wb z(r+Ct3r(xlP_-FbrDa?O`?A?L*`w(usvAsC_Q0Ec*X5dQA*0f+W<9D1!_!zq-t{GZ zX!Y&gd8-tv26b1-N8xS``D5`cxz%KXnzE%2kpGww*o5=Ry~jK|08??XRzwhvV!}z* zFmn!vPSokZ2?M>`ef4 z@&;zVu8tm$ixZ2`dc7mXX^~CcLKZ`KcJ``W6K8-Ha4=y}0G+alyE8xsKqq8pZRe*Hh`+?j$_xPZS1}x&vN9up<{Ax!h z3tSSNz^hrd1=?f)ov?|kg^`J(nBf0zt+SHdl$BO6!=^geI;K&H0Hl{Vp0I#fE^!P9 zg>VUfd9cu6GFM?pQS>*Is>aIQpkiS}Mk46&L4k%#us>1c2YVERMfNtLtYA;8SS~ix zpN2HHR`#2hR?JR)mfAq%9|IwJoz+48ne)`qPk!`hqoR%V-+;YE0Yy>=?cO#ug%G6(4N4KB4tDZeOGBk|%RoeDRAXViO{P0)Z1*VCD8D!`cH&RB9N&W_*Dd zy-cEH3}s-%%!AFZB--h(vA!<(M%6x&nnJdlhodox{h2vCs$G6Fopie(3L;NCmGp~Q zfj6{Chq6RE$leXb+}v%ZGzdLdAl4{tbna3Yj z;T<1qEPgY;>sr|&@Kt)^8TNcoIVU@s$`**q*4VN>s-)|{1i2>B%)oExOi}@9w1MK^ z+pd&51%Uj71ZmvNydVg**8SN36@eT+^61Fg2{gxwmg<1*At%sov@4Y3CT;BGL6xf* zi!Xp!0)xp!WUsiSSW0+&904h1%J}I9*c_Z6l&U>5uk^#Z)hAaDW<%b>17mi8d?0iM$kvVpAjP}&e`-H7(^ z2>xRHaG^a?^q`vo7BGQlC>Z$y<#CvW$Z3L$D7cz19zp{0?C9VFLg8^JANlX5$x7e8 z4=T?SlIOW3cE)Lg(FwZGg`Ng5Lp_1|1iwiIn=?RM2KnT_Qp<%0Bi1|iMc5r96B?^~ zZCkPhlNYJE7i$~$41_vFuQvgPe;5XQMpPXJ_gq*oPMrkw%{!}jqC&7Tk@PsELfqD9 z@py+_aHz06gVeW}gV;M^8d2MZss@XOlJpCyMyaaOSl?JpQJ4bm0*ee6>WbCLEBRbu zS>I$t)AXzA$LedtdD#K1<+{$tIvngpyz>l2E2K1}IBd66uifkafIE7~wP)b9}48uPawg zk^|5qMgGVqpGZN5E+>g6BDf;UA=%3B!S5kdq=;B*JFi}z+Lom$*CFg9=|d-$z?5>4 zvNKYZP!VsH^drTKR4#ET#VtjTHiumAouA}$@nZ{^LJxnBQb0kiYM$tJV=qsLgh+aR zlHmu#bi;7Npsy?g3Z$Pu27GKrl`G@_UOP)#^bSXGuE=AyrBSAlbJb*(9$$>D@L?|D z`@kjPLB}Pm38{(J9>pHs9?o9Fs3KG^z5XqeB6d+!LR5QH>;?0;)~TJTHP#vn-Ivdl zNq6sU-+Lz!C7C9HCdHOZtJp1|FJzV5l*`T2TasBCSgu$;EYMZ}-H9o;?5Qk0=9k^a zu*2H6aL<-|%d5Uap2Gy3bev8cY#bGw6y`w|>~!1ok@UUvedeJ?b4~ar2+cjs{U%-d zq_mT9WmD3INRGU!>f;ic8Q#K;3Z5#X(gt<20@;R1G@XyMT5JN%+RaLCf^t%H>U4TF z3a5Fz3OQ9dg^7x9G_XU~-T!ZXJpBy62 zd3UtPYQwW6K1xK7$S5t(Zz}7zO*Kv-SbZ}mW3FInAIh&?*U+dGUCia^;~w@d@W{BM zg6D};kIcf{z|^BYrdFc)K~1PZsR5~O(|A~W-?!SIZlz=7GZbpMW7IHNyz#B6s*GmK zwd>f2D_y5{1G8PWed-$Nn&^S-fdQH)%ss3F>1Ns4m7+b^XW`9{gYA~d^QawYaxe0_ zIf;_3ER9LZNyNzlcm%97ta+NZjx!G1EqIRcw8peidhYgl^D1jeJDNZ4$7PnH_g(vK z`Ztz&R-RfOsF0Hai-vPKcv*C#jDjcf4ng~wLC51<>U?Ljpjw`bnUG0 zp}RGB0()}3-?&&h+rM9Wkb_`{sDwR$D})e*P=)4&XM{zCbb;vW0qtoIB&3_wBhjA6 z1QUD|at+~zWkJxvxOaL>OU+zKcI45b;_mD220>#eA}rM3E*?8PJ1iC%jVXocCORTE zAhIAPBjP2JA|jQdPOZ_fD;lL41t{jhB*ew=B5`#ryP4gP3fnpQ3b%7Y%cPy$aJ1^! zv{yDZRUN0-qv7zL0GAMd3*{vot+#AXy82SD)ol-ADWN^=;p6@w)qeE3&aKH~JVZ)x zeejHMO21CHkwmowhQtn-oIukTmwLUQ0lQ_1aft<#Ol31=6BfaZw~cdxqy`bSR60yN z=6iynZ?Wr-((pTb9BpIYZ8t@I4^_ym5COM-D<8QuQ z?xyeBj^U47j6C?Vn6kLJn02~7hd%bOoLC`Mg)CNUueHj$>GZU1Uv>V7wE@_OubhpE zjzyc`ZrMg`&MV|9)OPBdH=KSO6l@h#*zTa2)Izczu*R@H-Y{*bvRq3c(w(_79Qzva zRgQH1@Qu7xm4MBF!TNS(-_(!%!?rFnKRrL;WAXF&DX|c-qM_bcmj$l*CALzwMAqKu zkArnP4nuZNU#^6_&?>&mGZnPnLa@K%IR83yOL&@%z`f!T;Zy#d{3+-9)3j!UX5QlZ zV)&;*Rtqm_udVO?b6NP4_%wVOFW#3?*J$ z#s|A|ZWgD-B@vqyoqX2;Pk9eUmqYR2kK}IUl5(Q?+`M5Qf4Y;|n10*33BGvvR~P)3 z8~V%d2KvZ<`o^zL?yC&w4@(FM2^u(=7z2L!u!;bkKie?8dgA}nr~SkE{@=n3SsG)u zxNPVfQ);zb@TC@=90>C05;N3oR7A{?g%pFttE$u%#uLl7_c>2F1d~F^#)x6I2*N^A zyq~#m)}d<%hEI0`&N3-P8(I1#MO?GJ$#5O7q$VUZ&_r9UUqZ;O5>24w0#~#pWDimO zVvC5VAA_N(V0eWzvXiWS8pt|tb}n^|FYQ|LVg)DMA+`dT7+*wvvzkpm2Qsu45Rvb3 z;s$J6(5uR0={y>ZjlHMnB(-Vvb{UjyM8nc z*aH5mxA^8`tA9buUVr~~{iF_I#X`B~b)?&lEgE%+EEiAcvQrWn$T0$ootPA{5G?F#Qr7eUB*(!U={Ifh(2RW$D>SN&MU3-Fju8+QPm~3hM*JxSqGdZA zwosr)_fourSFZieaN|n`#PWw|?o1UacHA`Mh)x*UVG_mMS{GQ#L&f-H38)r^3Pq+7 zf3)}7;|YWn_#R!9s#`xyWU_fYDxU(G1?EooOZPA=U-Hc(R@qpxOpJ;&G=z#~leticjs(paOXSEe-+Bn<2n`qmn!`E|rH0oNJPj1z4Vl94@Z zqtDmqGxEa*%f$7@!otM`6Ae~&GGs?pb~WaeN=L{0WHo58$(VMmergu!!;~sPDs-ob z$g}#n7|B&Uebu6%)l`2+A$T%rfD6|KWV=?wrya-5k!?ARGc5SXc|q$y*}HGLiM=6Ty~Y2Z+-o;JOGIFzP&blMzz#m#%b^o@`r#kcgJFyWT{jd~4RTZ!W_ zQwaN1X9(i0C0B%7eHf8wMXqTy5*hYU9Z~?ht?n=? z<9=ST3|44~VRI#c)lZZj@Z>s*%#qw!-{#9J_WU@C3UR0r|M+E*8c6E16a>sXq%6V{ z;)gdA&MD5Fj_=%y#uH{6Wg|8y8w;ifP<}|)ER-AemKvZl5}uNA49O2@e0cW;9>cC_ zeLbO=Xn|NVly325ad&O!+H1#c2Q?n&VfVmB@h03|1qU{xRd#SyIl8O5{K4TO(NgM# zOoAHyD4+I&Ufe8N3_|Sz>p3gjHxt__qM0f?(|Ok zHR?DwhrIL^H08E+Q9}?gyv-)5uVi&;vP`>3)%EY5u(|Qv(D7G;zYt6#MyWv5!=!!(@w@GA(_qmr3~OVbRXc$J&L%Zlz$w(9*uS+-^M$r25kePySs>llYiftR2|?=c?l>5!=}x_T^wR>^4gL01=f2i($sbV6><@IFAA7$`x#nTi%di)k zW+%0cCB1#&po&9{rhuPonD&!(COj9h*f=W*8L6VB{|v*w9*OE#?*^CZxs#HknOg}n z8E!5&zm%em*ERn1)faZ&MLCV0D#WN3qdx1)F;4bMP1wN~D7hZ;t`}&fU48U_^IZNj zh|j>z!0?Y}?*G@|7{ecN|9?csem%AS79NB9r|{S-7Vt-S>{rh}AMgJU;$y&288d+4 zAJMeG2L8KS@mKuM=|4sEUW0Tlz(5=$fKJN7*a;ZId)*^N05IV9n&|v}Nv}b=KbQ3T z)3c62fMeWzC^>35~FysET-8kM+- zwX2D2S_gW`x;$-A#Vef3`2*>a{N=PSS3&db7Y=JY7F)&iJvoWy!OCoCF z=;SP9Zr})XP=G*=!5;+%Mqo+J!r0mT*J|0=;a;PQe|;EPH~_ETR|z8d2RW-o)zd+axk*~k9qy- z&%_2`;Q-F#Zz&@Oa8AJczRryixHjM@z}V{EU%h}mf31R^9>4@t&|j+o z=Gj<)BQpTMz&tZM{XZZ2>qh+Zq5tzy{5~340~_EW{fDEoHZTL~25{G3dkO-B%5YjV z94rg~8fJC|00Rd*8_+psV*|#EC4kywVI*K{W^Do-l}^CP=rv@`!2<01diJjc8b;tx zkWR?JUfjgO%-k7{je!|Jr{rv6qY7;I3fCF@QU^wM0G;~pCcve!{ca)-04|PBz}4*6 z=>wRVfpQrG_unPphOxl?njz5pHem!XzV5f;-_-w?;Ln}-BM8m-M-cjV5x5uzMtb1L z|C|3lp$TuVt>(eIf27o2v7mcg?W*>$*^Yc{*;KJ`cp?+*KND#rs)OcC0_^rQ!0%sE=g48JMx#?6I?sa#g-hp zuiovh(b1i$JP#o*30Vv=*}ATDRtDs$*|1lhAM)}}dp%n{@oyfzxSu+NY=r0>B*eVy z!kV>(ps(d(ug4#KiwRhLbZWjd7BK{JR@<6%WI&GV^ zM}Mm;DguovC~-K0vE^$He)C+)02X7Z=8MRNUEdIY(YE{eb#masjQnw5j6C^q#@zVl zBk@J#K4IFKSW2>eibIf+z4X|UJ8OWM5!BMeDn&a3RH!W0?-xO(GicZNvD)m^0}vV1}I?#PE2=3x`1Hw!ltSWU?7hT0o|7%cX*zY;nNw%wps zO8ubca*G_o-2&_QY^A!3Z?D6dyx(@UmEV!k6?RoNbo`?WT_YLv7}7&PKpuo7$j~{~ z{q+8{U&vZ^p8wPY7B7UoH}z!aOo$f~i)$r$kU>^#GvpcPzQH>2DOCmzEu*l&HXvFt z$1^&6CETmI!Qc$*TTo?4b)F4Ym%&H+dd$X&M{7TbI}6Y>+P)34a*-V(JTE z1_qH&=2H(EW17Jx8&fV0%u<81Wt;F&5B-dOSG>affbzi5e2!9c#_`Pc=1tCw5C4tN z(^Y7pLG1R%pv4Y$!b&33MB1j+v%FOCo>4OB7&$ea`f2m?C}!=%ifm)VqD|G*%1h(K z8tcM!rqS>@@6bLTU&?BcoA`|pW=}-a1^Ga;e?&NbK`I1Wy4W~K8va=YmcSi+i^7f7 zB_}NiyJeHMAq;v#3U`+N~qZQydKtG5Y>-$y8?JdWrf_lRL`M5K~-AE;ee+BIFx)b;E;miRx474(5&t9 zj%Zz%Lq>FV`n+!dY|A{e{4d|Im~o|MiG z6?|sple;L$`L@LHQf{fr+%;L}z{ik3S$xDBO&DGOJa&b3_fB78$I^1}q9X)TclUF_ z^Cj~sDxaoPq}~_Z9>yPZuyscNu9*0cdGocYA!Q%6_m)_x=yBd}PFGHK;GtV1_+ zbnkY7Nx6y@dm~bWX?up8Bq`+E$J;?X-<U_5+#YQnUSY(5iQ8H8m8j^OSQ(nYUeo`0DgT7p_W?i72m0-vxs@kKWye`(+lk7pVgaX5ggq^p6&OD} z*sAeTTE1jsG1Zc@u|9~VF_ycQv;@RGDt>l$cy_6~@_D`g`&;%?<)|AdD zm`D`4-|_%WZ5E^BJ3g}x@x17o~G|8F8?>|2J_15*7>xQYVOCPNQOcLd9l zX##&2B`*-RL;go13rvPeBk=b|&L+1+cL|D0ypGgqAEVz5SCAz>8%xeS0>Vd>kH|S( z$ko(@ak$m8X#R6;e2{gBHmLg`s9-887f z_-|$P)j4O+JU?=*DhzKFkE}zbt)(+I3w&c8e$4`$aE)z)#%;n?(Mg7+fu^q@tuh{)uoC{p;C~b+2);em~K-bYHZdN1A4l{XQ@-aAow}n$3Iy zFikn4o3fM5rfP=pnwKBXc{jtZ8d_RLN_3=)ieWH=Yl3A#Y(TZ4ITIcTOhZoZ0P0Ja zV|W)x3ok6W#f`?DoyM65r7K>_Z@K=p=_v6UU6mk5Wu*>&ihL~SxhtMip#sCf8yX6z z#7cF7rYiFS`jStu9Y~F75!p&J(u)*MyF?kmu8XG4qYN$@vA-k&Q zOm1dS*_QXv*pB7~D3#&D;H)Ex10pPZt=g*}t_~4JBd!${1pSA)T7|sZI(zNj$WxJ#QN#dFE9-A+$}{M3*n&w*>Rbw3ah!trqqPShJzCO#+6xfSUQND_Vag?) zmYBB5!D`{ycm)?7%En~t@x&U1xsfCg)4Tv!K zVrN)3=IBWiI2WU_qm333W5{k#_g>*9GE7(9OZv0VG19r~5t2FeV?TonwH|RZNhE2H zBE?>Lwn!G^yoBq|oh#xk3_0B!#$eZ2_c2Y_DI=+Z2b63(p|1iLY&6+}{<*Bt1vXCR z{VM&3RD-HRbVSP$es`;R?E^!xTXdUlw_{?wq`cv+ymYQ*%BYc6IX#Cv%TDUS!R2S{ zeEbjFHMMYwl}R2mqq!l++`{_-+K5=;c?_^WE4v-vpFLu@Kf`hRL1uS>P3Z;f*U&S0 z+}-3lAb7jZE8aj2}eE`HDlKu`N=85nQFQ*37oGJ6?Tv~ZZW<*VhERYR2#vnO3Mg#M@ z?zbE`LV=G?{(vxVI%t~7x~klc+@0L!fcd7)fWZy`sNB-p7vm%hR`>jQIs;*QMGE1) z+-S{%?l5=g4 zZwObjlgOzU62?|tCuj8VhapM*)|0R$KSeGIlO@>qkCs`B*s`TdSMk~b7Hy@~yoTnE zlkJO2o-^dT&tx(d=D$h`ulKk%h{;w!683!JC-=+^(=A*a?sSyrrb~=M=z$NWc*r+m zdKk^Kfwr7qTCZ51xwdExMa~{rx}@f1_Bo^GWhW!#jsyyzr@jW6oeSvm!i@jU_B7lo zPYDu_VF`FFL#`;5)`b&?eG3*3XDRuHmSlKPZ!MKvJr47U8pew=#SMuT5lSdXN~p-k zwg(#jyvO=evSrFgp^fj`i3yqC3(41QC&#t5X!W=Jl`3Bnj5g{07 z^8MvhUiEar{p>-gm?6jpsJZrVIP0AX3$|cZNtwm6#95anGYNFFSr{@xSa070bnLqI zmenTbEDK5sUbtp8^C{1-yk4m zLku&9AUdQfOI2%`m8Bu2X0hb<@W^?*V$N>v$B^hJqd9TTbTJyiK)$zzdO9I|i>Te1 za7%lw9*_yDxn!59jro?yCPycchn-~51Cs)(9Lv^7tQkQQ-}D=PWh*!ypzXciULwl( znL5>K(7*{ZxXI$P!EHo?AfqZrGZOQOl2JeEj|FewG|8Bk;A(whZe)HpVw zWvx18tdd?Pif3`c?BSE`<%;nMuhcyVTn+h>#s!9wBhF!8(YF)O7HYP0%6=hOjM^X- z9^kAd;wo=|g#|luBQmgkiyzr%|P%vtO(o zUChL`*Z`Nc)yP@}>p^~(+;?y?o16v`^#6;FEe=Yl_!pDNRgm22P`+d$vhbF9R>TYQ=g2peqOkFNF?nq-67W* zSV{{%gvPcr^-S>fOj1l-4c%{P;))^R#*d~-`HD{Ki|EN+QmR2`m~p$|@!AT<9`Pepcuw4%LbpTwLn;!E_hZ&-%8bhC3o#*sBGT zE+wu}g@Je5;^w7nM-hdYC(e~Z)CYzOHY>}<8YdY#na3Ao_0^MtqYopSG~cg38Pnt( zM7Gu1xIl4fcd{BqQXP)PlB|-nemtxQCUv7eMC6LXl!L2n0%^}}A$-PLxk{SZgyD$) zEX}SMv)`jA?wS~Dvs+>ltsKw2OqHZriOYs#Uy$(?{e9D=CQ4JeKy_&bmH7R3$bg6! zJt4kStG8>PgTd{AnAs1#7_$zV22Lq2T*87SY<)}gdS8OF;FO^mXCC1Wjd+zt+ znC`qh-voT%yJtV!{}Maeu97xWLMPhS z@;s`=_b%A|M-MboCJH&j5~?db0OCG&@p~4}h!3KZ<{P$m`i|59L2=}a!c%M+dV+e{ zDoE_Z2$R_K(4t*CKF`PMc3GbvcGX_{T(S;gPXi^{U$e0~FG<&}bm>a#5B1&n#oAzz z?|%yAd!oTf;6hTcxwNpkF!Mq(D2kLr2FUkbUaFQUNYo3IvYuHAk&c8)end!lLBY8rxBQgEmluCftm<(kH<*9uCOZ54T*WFf?K zJI#>37F)Xv

(tU!j5k75ym!*OvpLO0(=27h@F@wJAEyCQvAGdD0$ril6TuvKQle z)>Xkb9(KrfcDuYx&Bv8{Sa&@@q4n~1)3KxzS`iD7pW>$M4PUMY zQnYO~YOe`y9Vlby*Mu?9g6;jlF;*?e;|-l*#=`=pYas5wV#vSHoma$%m4)Rm z4EaxT*XtV%zp=~TxaEHZHN{2cRHUS-1RO04tYwt{13l#9DF9#?v;cx=pOM{Y}C(^ zcqp?pU5r0RxLNyXfAaX2UlOXji>aPu^~;%QpZ`$4PrQhuZ(!fkx>}K*(PIy`4_Hqk zSfo+siO`T75Aj(E5~+!WsVtwrqc?h=tBh0%x5{h?(P+Z4$JVF}po|5%_=4Ip+oS%QBmR>nz{tq- zCv^YoF#g=WzfSls^!e|Q=f526FR&AcN&bm-0<>sYSy=!yOpGi*Oc98%GSD+|=)nCa ztdkxHV*U;51R|gRz&ZhJuc+p4tP_Z1{sDEuy{f`LpiZWL1~?i14sgB>{&#@$H@D$0 zv>rIYzo6bf0nR^O5Bd|}WM+L`+W+zvBo*a*8Iv#i=KA`k`r?x^)cPRcgAf4Hq->=$ zsJ&(oi>j#kesq|eZR9xCF%UTZJsJN-Nl{w~$V5WWLJr5D2?jq|_<6N#4I$^fL%H}n z1$7N=-zz^sp>(y7)RCyjBY>9{YwpU{@vTR{DIQaTG-ZaWf^Lj=ow(>4}u2xIn@Ka|$KlFvV`^@U8<~`^K82}A^cR!T! zxH0TEM!~Cd`dWrF5D|3XJtqJFxL|&^z?MpWm?%isTrdF<0Tn>caCh&SSioI3A+&1f z76KeKw12t3f4l%pc}_Iwfdn$!i@Y77%~1Y$Ki(D!2-=$P?!VF0KVP^4D$<{t`tPxM zppN`Eeuadpin^@oKl3YS1nsPie=EmdY7XQw{DQ#$|Bx(xq4fWSWbqdTf|;J}H@$+5 z;onj#{te~gA0!J_phg4f4nX1qkZAD-$%2jf6_bCZJN!8Y8}JAHTIK+b^miF6GY8x& z)#6Xt-_utr#BaLBYl~NU#h>Xbf#O#lct=JcapINm0j!66&2!KLsTe@{YyImNNV5Qv zM_$PqOh699FA4^bMZgZEEc_yH{35aZebit1e?$BDmp1=)&i~Tt|Jj{h*Zg;8&@V;# zzqOeEP5=HKQ-pyYNKN@o6=4SMBm)C8!+)lVu>G_71QI;{VLty(6=7fj*8GDj!tpl) z`WIJ(;gzxS7g+?jb4eyZR})fM;ol+gna@(&IL(4^AbwHEx!J_lV3ig0dMq*WYuoB@ zI&J1Yy{LAx^*F5qm!7gUgJW$xJ;=^Ty_{Jec*|FJ`qUh}>tsL`v$3?{d}e;}SP(^- z03D0hCCj_y8&|j72IOZPrA)1?v8y6)2YOGAv5O+(cR=3Eh&^FE-fhO?-mr8n9Xj~# z9%Li4?wjp95O_{y7eL$hlk)}erDfQ9Z_&(Bj`_e3#cp11f=@i$p-*n1E?@3M;#`jp za^puYgH@|8KS__pFp{Dbnt>zWo1i}I&EB-^ixFZ!UDGOU;jUNRLT+62kG|-N4PoU> z$bPP}g-~%CHEK~?!xO+!JKq?9xTu)ic|b1xRv3Q}zgWUJWo^;vuQ4$m|4ohwUaA&w zQH$h1kxKW(?1_!pz8jGwLf0C`GZ9tkpCLHjdYKxYq;da|$~3vn81SjvI(0cC+bneY zz$Q$G_(D2mP$dTOz(NJC^#Yw!0%31Zb5%p^o{}5G#8=wXfHSk9XGX> zylphJ`w#*nutTs?Aq$KbCz+1>=TkUxvawc^raqpzbn_r#{Yjon0 z3qoNj8eF2MO)qPRSX*Bx8*@6pcecEGR?4fJ&f|HQdT%uQMh}mjB?~#rM5`ES=X9~` zY$ea)RPmI~uhx(!fPswHPW8Qi0oQ33CY<+Ab_9LW0n%yKwf zM!n#;;;V&wFEUx^^h=y$iC8(O!pMpbD)PjarLc&$#ozu&CFogR9bctUDo~e5Rn7N; zF0?krEg-nev>P#!M=*%@|7)$YZp~8j}%o0gaO^+(Ys(DDHvpr zsd`c%L1m4ufchZ_@3~9xL=TF?FH55Z-1HW$GSG<7Z|m!6FhWB?l?4F}d-@D#`aUdP z^!(7%Q!hGIE+J}X<8AR76YG0x!3VRu(w35yt_+S4pK<@zRC<4}o4WTg4tPTB_jjJ! zTVWS6m7|cV`!NH0JNJ@@RI+uPIw_q)PLHye8}6oTN>WQ}sgm(RThR>6k#+_$#I+&y ze1^4^me0PKVasSO*I~S1QO&5|)FzlK5iu2^(W=d$mMs!4KVbVA*c+^VHxg-(;JG(4 zLsGw79D;=YVv(ioc=>f4It;~M3$6#=xgG{jIBH;f{9`42Cm@=Ok$TLL8d*-onDjRC zB`2r8@yK>@VzKtea?S;c-hdtoFU{xt+ZXjVc=uH`f0ZPxe)*6!$RnWnwvXnFQ$70dah9nuRj|$!i^|8TL@uW|9@DS+ z7WWyeH@2v5kLJufuXK-S|9-H>_M7bX5Y|y|*N$$$3YH#P=Gl#G?LOhY2Gqkuz6pIK zyqD`6sC_l}9&4y<##+QWlGV4XtjrM{5`537$G(kXGuiwPtmy`(ArU@=Svh&IOmDFZ zT(fh`1}|>EnwSsOOb25l)QAj4FNQ1zeZsN9Ii_EAXl$S14ZntLB%jF^V;Tp6q+$-# zuS>_ug~ln%0U=ua>90r)ndq9K@WJ_8a4-$vLlJ16;^g)^1^4)Zs9W!;oF@WKb>lwM z_e>p*H5OK->hUNym*^?wQ6?iDZ@Dn_szUB;<)Zhl5M*qwZg!anc%5!m%xzbjeM=ic zLteEUNZE|ODQAf0zQKlE5EAO>Yz>&t@E=WbBXKHet;649z_y!jyKPj)EQuPKh1ii) z7=U->DGb@a?MCVsr*&}M;+FbmA+7O@_m*ttv0H&^rxY^gLzoF(Q?~;Af4jUXFc4nj zU>@J?mS&X_L!Nd4(bH@IKX45MpFbsW9{36J#TlgyrvR)H5xG=zdho>ZrZA{g*RSnp z-1aaMMsTMhJ6>gHBP)FSIHZS1=-qQm4f*Nm8=)fOWxONYtrWU8;?cm?9 zpiK~{zZ65iRc^5W{mCjZhg*m4=0s`R&`->AU1NK!N8_^=0?%V!F;hH)RDdtmj(eP7 zuE+0%dhEg6Hx4EqykENynX1~#HYM0i6rvH`!aJon9n4IR3|f{S<@M$QQ|khg!R}29 z7Vz>b_b(UH^^LbxqN|l5VgTo+WnBc!%zK8*aQJz%gNJYkb%d30MgH2gdDI5tL(Ha~ z@KF%EZ~@}M3Yj-g^K(itNLYa@{%JY8b@4nMUz;js`>qTbnjEdlIa%Jmk^QO3GP6IG zd}nq|RasWJ{NqD-=d+cXGt}XlrOz5dphHlqo{FPbXmQ2DxgaY_lOiVc6xnUJ7bHZZ zE9juKsRh^dz;xn1O8-~!>x7tZ7t=5pxz;HZRf*T4iK_V)_Gnj4`}%yx@#z?F^-GevCx`wu^P#lC-dL ziuL6-Xx34Lx&nSOJb9CpI3J9t9FyohAphgZL5~B=D)XvA;8s(0wcPXjP~Wbg4Tpx(T0(h(J$YOLhGVRtp1Q(1_GGh$-2v-BBTo zIN8nPr^17_ugVOQ_iYRY6`%KpzM*q*`YIkAc|K)Nm#K&e$Y}Ol6y<2yPTQB9?}T4^vLy^|7tw}rYsRCqJWwzQXW5sB zK#mGv2aQR$8vOmIC=r!D4woj}OEi#Vpc*R$T1&>sz}8a=u#yfJL#!kM{w{3#T|WV) zyfGsAk%oCp0rbuuf4R`AP6C?sdp8;WrPS|qxez?VSw8{EdNx3Yv-Y);9(F-&*8z)P z2VY8(Y5wA)NsZB^Cy)*)3QYgwrLBK~9tKql$1SmiAGy#OPhJ5jW?<|OR+y+kU$D*B?nq!qUO$a+{v(K4lsibkWVeOeVJ}Z~gVPjvv zn7ba+*0~?29}VYHv~@RJE+&;_s3mQDuWcgEyl!zaz_n}1rwyV(VKu$D^YjQ(pg&e$ zX=pvXR%LTTK4peWMl_j<$S$m?Eq7>JH9~T3Qote+wlvv1lT!O@!64>sdd_9N4aYv9$)k#m|}!p9nq_@p5EF{+~k5 z1E`7ZZQ~-nh)8eJI|zY5Ab=F<9YdAgkrp)cC?H+BROwX|6hSW1dp96KP#|>aQUsAI zApRHb^?EPfZ@!(K%$_IjyXWlLJ(xs-ClU$5hwVhl9;c~oKnXgu^LRj%F>n=j958^^XQ2b*!LA$n# zLfbX@D0+x09M|E3DH{z>Uc%-RnQz*tYvew>eNQrzG5bogIB-L@0Qu5JY4M)@9GUNo zB3M|^k774ya+A9E=f4SA!606|+E*$JMs|yssA(kfS0U;i!?E)8V>pw+R%})hWg7E=t zT9GPN?7TCxFKItm>pR~G5WevJsII$me`Si$U8L`GHmca@E{smo!4~f04|uzfpkT$w z@~tKIJxw&jC7k-z6<6s;BzRzK+#kJ2Hb^5jm^j*fZotUOl2;|V4aRT1$KyTNZd3V` z@L8?q1I=Xe(MGe^e6_~JQc5RBbk;pI3@!ezGHZ;O;f-x>W>daNvUl?j-zm^0?RZcI zo{;(zX}~ibEqFN+?{fIv8+85Hq8tYiYt?_>t{YWl2HAzh{vL78=m}X6GFX;@31jhjN()*y$DVEaSWR$NAx|H|phMzrCa$3}(FeLwVV^e#;;DLwP5^ zm!d`nQ2^c0psmTa7m5XC&iBF+U|w(Y*>g08T8mRM3_c)Soju__mw)7MUEMe~oPR93 z*Yep_x_S3p3##aiR+=xSxtA$r>Y;YZNo< zM==pl;_$j-f`at(14egwW2scG{K2`zELNDbX63tHUb)-5G5t9)3Aejst*CA)QWowL z#xn<+)oyZMCdy5Ehb$aK&$t$c(a?LxEm$m#+8XOI6vPX$R<~2qfc2mw1+HeC+iQHC zVV&c99<*0fz;O<5X%**+6ZcC)HjMA8Mcb2cB(Ld)#U6I55=~_$zEDk%rVsA$*09UV zCRijtnE6^!E@RmBY^$oSZW@tk;+E#(ZbWEy+o$WhKUJWce^Bmy8Ot*219dXgtqpC< z2`6;5aJjzt*eiger@*~EE5c9Dy`%DUVfWW)4|7xhPO z+h4*}alx(H)dp{=Q*fFU9Emf)QkI49OER6pRHWTZ>P4% z$QNMlB;n+Ad3S-KTq*o5vW9hT?cr!rdX9Fq_DdhhEQ=(*49Ur-2K-b+*=78760)xhj=&}#v zA^yA9Z6n$7iLVFUpIY9$mN=MLm+OLhqXLTW*wg+5GCA zLehp2>ru&dlL+&*S1wn*Uv`vvVXFQTGZICefbTM3*Zp=3z0w@MTH#$54t`h|T$684 z#(u1&d@#75x7osWIg2N>pjRQ%kKdqt>J=Sz*nsM;AeG zIG0%zkSp5!Tzc-#iI3w?pOdaL@1)>!wqoML&KyKc2Xa9CE-5g((P{jS8SJQny6Z|9OPvz#!^ za~CRg{cNfdzPaTqM+@uIP4Je{sVg<`83>BmZT(~X22prp)LNa5vuGW$FW?dm!|{xA z))GQjS`bW)EHGWmqq!EUb|a0fqRRj!WRFe<@on`FN((OMx#qL<3;1do>nd-$*(@kA z%SI)X={=ck_Y$gA9pN4EY%?G+dk|{-crjXAqcea`T&V%O$f)iq{(Kk3Y)sA6M;&}N zXzn!SnJ=0mW^c%MhO-b!ZQB;HH(IpPnWih>dkUAb>47u znZG}NRygMCeE+HbnAmj6C;F0?L|otyH5Y42*_v4l1w|vd5Clbq9A`^e-2DjN-3=wq zxZwJUXLK)3RvPEe&Tc9mESG z*08jvv4tTDvD^3aUR6-9_ac1nf60$)8L)Os?io>aJF#OTwy_c;2zXND5%oNw1@>xx za=jGfw~pxytNEfpxnR{|Vb*7n++A%U14+pEYR4W&={Ig#W&ga`98zs=?V}oi7arcb zB!t!;pB%0b>~qCf7ZD0g`f569eMq|Tv0do<&U0$^($0%kx*tV5WixyP;zx!0WU>kh zs0WP=(IXDbM}y+BKWakfX7mHlJ-H?ynG2wTHp@-=Gh1;wsSGZw&i<)P-H0buv(PRa zPf#D6y|+(}e6gRPf`>_gy{`c2l?k=bZK-pk7vFum{!uZk*Uii^?Qa{2oFZ< z96`T%=`BOQZo0wz;8^bIi#e`JCS6oEI+bWdf@-4mpd#PyEfrAdT1;B#t=Q|-1d5W$ zmCZxOMqY*Qn@f1$JA}cj?WWQc0}WMZ-;pujun4nnY41nUw?zZq`XqOQs}YW@Icn

!);{#9HF#s3Np??GMxwYO*T5NLX$}xK@8XaXf zZJ%k?L;8lBfHL>yrEbiJJIDlQg*%_FY>2YDpIoBMQ7+w9QVcNVcS! zLLl8rACj`2FlB6JaXeN{qRZ&m?d?QITw-R*_VR_&%UD#c$991{Gg@;}&>7CAy!(%v zd9A!~v)*SnB_A1PSUhLDtBdw$KS&f&36Ch&sW5iC#p%OK<*l2aN2OW-f2STQdk>~s zKAGCDN$T?r(bOh)eGM$-f9NY76=IIfpjQ%^kKRchF(BJYUIldWFz5#Y}}i zywDO(uDY`p7M)_g{x!?>70*XuEPB3T30})G7Hav|0-R5WO~S~dd~vNO%N=Umw(ah9 z>}f`z^W*DD37_luI~&b6Ll9 z3%7(SG9S`EiTL3AM*B)wC-ZTEJfhV2lH|^fdJ~Gz!TUC3tPJSxz?%eZg|UuTZr~)2 z8Kk8#UU%gy!1sB-oDijVB_UBlFy6f=!>F^jMkZkM=Ikd+f4a?Xrn!59jbY2fR!H)J z%vQ!R$6f;ydhAY92&td5pJE-Y4+=AMpl?mFasObxA+$tqBGi08aIcwnmj10*xaGtF z$qa5oOXU{9Qm4utTeP>G)DCI<9KRo&bE$9!?84z9S0%VA?@d&}6@eZ3roCN3B`(YF zFxo@PJ7;#O+np&O%{1`dSB`*&ZR&OA?|7r6yZIOC4c?mEW0Nk`lGfLf{z5@grF>Nf zQ)EQj_;tu%oVZ73%b;r1QD=Vrap-dqtWhB?07YlTM|)H z%#t@-dEnFtX&ibM98DC;OMOg_CL-qeaiVoHl}Y1Nl^gcxnNpC8(e`6kD#aEtNX*P) zESu$3#}~Tqj5|jD@N&IA(F*y4usYJs!4$(GGWOY(s3`8LD|bUUs^#@6;BQQ=y-7F* zfmT_YB8P+6H)Zei&HCSiFiLo{NZp@L_`V)^LFv+_^naB8f7bcMg~ddF*8Tyf$DeKu z9xW$Zgu92kgC~oTJHn3T8jCzYT)l120)ST$E-dmM9!`#MH{jiQK|6O_U*5m-Ps`J% zHCrBloWP=^$6^dPQv`*D1tBaqy{r+QNEQI)dd9u*_579e6QIF!+SM=lCv<{GQBnjX z3;{~E5D*wJO+igSAZ}p)75UR|!}Ck}X*)6f2OR6Kv7LFWoIC*>z}e*j4k-YoVdrHF zFu1{|;|Bx<0KE+mAx`-MzuHdjaK%#^EKsXI6Sds!PTQwmnX|Try`K+o0RWZYFIyDw zezB(HFZH}N#us7l094b#0F&YGjRkOpfyG!HSpL*Rz@h-a;p|%$_+J`GSOkbTr$K;; zIj@00r>3LR?Vq`)43Tph7z{iM|JFo>C4j5?w+2`n&gTLp>)&&QPZ(99d z&L?)hUtv)&Q20L=Ckg_ezi&Vs;50ZN2LZfU=QJ_UZ*u_D^Z}s7`8X&9cwA4nzwfUI zSmd|40<_=e8PK4==K>GgZ|4I;&i4z?R From d99ffef89130b31252b1c75276711d3d31906b5e Mon Sep 17 00:00:00 2001 From: Shrutiloya Date: Sat, 15 Oct 2016 23:42:03 -0700 Subject: [PATCH 6/6] Deleting unwanted files --- .../Apache Spark Assignment (1).docx | Bin 43067 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 Assignment1- Apache Spark/Apache Spark Assignment (1).docx diff --git a/Assignment1- Apache Spark/Apache Spark Assignment (1).docx b/Assignment1- Apache Spark/Apache Spark Assignment (1).docx deleted file mode 100644 index 071901243e6a96c5ddf3bfb24224e0852cc348bf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 43067 zcmeFY2UJttw=Wu0x(G-U5K!q|kt!uNKtMox6C%<q0@d(S<0jQ8$6Z;byq!lwzz}R<)V2_TufDY zXyDQK_lR-Z$9m~0)}^~73Xl-_-%UKg2VB>G>*5N_w7z=EZn}7j>nFA zHV1Q@x6FN&uA97@F!h=5o!yt})6tnd;iFf&j?-=oz-^fiVOJsVzUMGWlz!a5v^L4g z{iNdYep~lA8}qQi{`W&GGY#i4=^?v5rJBma^08>pbu(9 z=`isbFHTzYG>E&M=@vfEFB|+VpSU1ice~M0*fqSRM zr&}H7!>SPakxGVJPK+**Wvd@M9Uex1NnTmy(2`a+k24O0HN)P~wVqvH8IWV?_n_Af z?0BuTU2t(j=I(w;J?qfr?5n{_g|P0IKPqeMT#rYex%Y896kYNirGG)VunB*%`C{@? z(ahz^E2T>L-?ALja?q|Zet7I`*M)MC-kP{^7Xoy zYh(QKre4as#Mfc0L-!6c3mWY53B8|C?UJb>Zy?!w_P;MykT}wc8lJ4s_OE|$FVB+o zlyYdlV9x*m7XeIkq2K^l#eXpxSFlU4FKv_iYj^us1EQmCakSq5wOe(@=*y)`+1j*3}RsQu}vZIB$s*b4&PyMUEJ>pj~Sm_F?ysxySywx*8;y)M9N^}ksi2uRw zfzn(`({d5JRh75vJD-MFs@qHy(|I;~RXs^wqewFM_aHkv%KsUM^&#D}gVO&sx5iu1gbf|K3+xmLK)Mu|IDyoAHsk>2Ei z<1bB+`&Ji!GJJiKJ%oPd0w0!RsJsklQg|2Sx925pJ&?gNtu*dtuM$=E?#;bhYQbho zqIU0p1*Q(NNyV-J>09)dw&GOGf3$IzV4`FPWQX{b`cqbeMH9WPW@4l4M|v(vP2M~A z+wkdx2CpF~1F0d@j$h|~+Kd}-o;7M7RTpf&#Mse{RcQ+id2Eot@pFZ#BLm(;F1XWG z9Ic&v{wKt(PPlGTJK^ypqtMvt6`h~i$Msr~2kG`y+G_vrbz9)AceXPN0ALpn0C3V& z_HW((pS60&aVafVU7!n98Ob5w3A*P^D$+4z*;0tS@rw3dzhb8;E80=GsFrsQPerEK}&4N%CwC;;*<&W ze9REB@@PC_@Ae*Z*z+`iu2{ECC;eCixRy$3L2N`nBTiqCjJ;_f_UBQ-u}!CeS#dNB zcqFN=_s8wxG5^p|`KLpJ?~+Akzt$*uuD3*9q}fu8u4C4;%8nY$l@xHci z1Ai{Hb*OcJPFXnMu6f?XFz3)?%ZceH_v^msm`t-8Uf0!CKU?&{_Nx6>&exqvwb8U& zx@(U|8Qa}&@?ZFh@tl2g(YxKX@z~DsHU4UAM_ByKj3Y@H&!IogiD_RZMU(rES%i6;_gXQ;jclw|5eEdc#zF7R2-ZiX+kV&U8qIuFZj#6CBkd|divIz9*0i&EgV6N#`){YPSM6M` z+%e^nPe@pFHg_&G%sF%S+opjwuY<6$>5c;L{MyTsn>N=qMI4SK>+dw!-r2iavB`{k z=Im)0Z!n602shS@A)ag|Jo#1Xe(>$(mOYfFR{TrK3|#)qf;zvW20|xt%_3 z)ICyORd2~FqN|RK%qv={nf)}j;^(V!s?OpUpQV*VfkA)4BlOF~1O4u=2T$`pe5A-P z2o_2_V6&RNz=XxcegA?d_0{?PQ2cV8TJApG{hm9mT(h|Xc-dE7;G9!Y=@)OVt%L3$ ztIr#pg=zbCRpXaKkK43+wnQeJ!(ikys)64!7d=ng%d8aedT(Nk?DSK@RNxG zk0HLs#7qaDn*&pKjY3!7#xUsqi1l&PEEA?5lLqVzho6edH@GM3s2yL~>_pxMJ=N;7 z(^-AtomLedCv&YL^?29i^bM;~Y?aX3rZ83D+&SIXY=iV!Ju00~Kfk*D*Nu$ zm#=Zp@ApV8nurkuqqodlo=xl~qo1Up&lYVgi{KMgyJ?&3y=>^{1B`syAjZVw^K$tm7A+I9qW#>9kyb!^JyW zdg`s8)2tj%sb0PD0rK_1q{?`6tLj>4&U#pzx6l2lqDLxq8&A}f4!HR5xuv|UahkNU z$~=^mTd83%GYLhEyn2vwOioRAzIU#7bB-<+K@jtU+TpNxDx z))-{G9_~CmR$3*{Q4?uoe#c4LZpH^tz;`i^P2$SoGr4W8R>H!gD?X)V+ad7=Y+P2a zAC5PK6%g2cG32qE{v_O*QKXMQw63^@v-sL46p#8Sd+kEAn5RIliSJ&HZ|Ysnw`p`ZQx%kR)RMz3=Bm8YecR12lF>u-cdfl-V z)A+(h0vTB9JSP<)7@?$&ec3_TZ>4z0Dj8fGKA;}F9(BqC!VCU2_J|9mqtf!f_O3?K4mzzmb{->JXFx##NsOH ze1pL+Th~9>XoT%sk?Yqpx=C8aH6N~y`d{LfvwnMYdpG?oE1k@Pmq~epb5?c?Ighc6 zZ9k=NW-iwjd?`utc~!-!JiV5RU;9{mqXPeKTfo;MIS&LF+KtDC(N(p zbOS!O3<(u*tk~yk-kS()3a#+e2r*)l1#4WUj4y zM&=SCNZa~@k-p8kZ4BdiE~R+gusX)EFr!R|!eF^i!v6KfoS#ZC0bNXGx+h1X`l|9v zFDve3dz`8XoFKi|xk$&uq&@m{+4mWpZcotVq$I&-xgNeChLJ$X13$W!lv`)&)D(O* zXX3|8mnuADUHx!%NOZJCYvS3_{b>_8iOcaY)9XwW-`-}z|2AuBDTS=F~=!u{3gPma^{I~I;2mx?*1SuQfU z)nyjQv3*=M{nlo;@vA&#Fdmw_dz)P$`)$+Qkm-U?MlApEZKcszV5vH*|BBdQg~_eq z(o@Pj`%jF*el(uRHuY;7u`-@iQcl<|Q61!6o_F4Qs1QGLB60mpFL*V6*Xu?<1AR;s zldGYlq8^?~Io^wIDok~}G|YbzP79 zxFhjQJk(MtP2TqDa{YqKr@70-fz$m)P~p?P-tOWeha~0#5K(N%AVx7Azy7rK)1Fed zE@KqDt{!<@Ec#wX|E1Xm+_sjd|^zewWeCCi&!)9VpU4RETQ+@-45J ze2bE7Qj6U)m z#ylf}8(x(>=VpKk@={{{WX~21iVLixE;IA4i-ZqlM7m>-|3V=Cy*~<;8t&p?002@1 z005qU^+$s|-F)2?|2|&(E7IDrTlQO0w zM0%T$zn%BYs879A7v=MPU;A0&8;MW%NGs_F1~uDs3Xfjjyv;gul=UJa^d*qGqpEeD zf0*+XfgTtYsmS#hW?6S&t9l2PG-h_0+0wG){E%grkVtmHFgHxM}SDAX=Y1@+K0arr&*Tz0+`_-Lz z0g_!brqhxV*y20UQV*Tk9@qsDg@g5K;$qdvEg`t*2a$3e44M6p7=dr^=3WqZSAXHg z<0&t_=dtte>c6dYhmyOce%V6UhM5!;LMC9}{B&oZ%)jCnKgz>7UATW^lm{AJDOgq2 zsMy!ll-2t)!&vO5Bp=H|z{k8I{$z25s57Sg43g@jKYDU|qXHIo)J_smY1CQC32`A# zNX$EDN7a64nE{?o%N?R{yplat<#Dq>{@G z4zG-3w4%Q?Uf`CFr?*r+cW65>eivwa`;^e9%k`pvG7Ku7((Ne}IK+%AHFJEU>p-mY z;xf#Yioa@s&a6BCf|f@h%p>E%beu4e-uUon06<)PSkmR$3xvDmLciA?lsXZ&~T!@gwkE|bh3 zfA<24k9^ltdan5J3)j7hrtVGMjBe=ekL0AUeXwrDALnCNIeARZ&#YXoR5-ZQ?*eK= zJa#Q1Ek}?NGAqdS&f)d*x4iMVKi=dyDvf~aH6TeVV3ONZjxH7M z#;x2PV?3*QG~N7Suh-Wo^sZeL5VkJdt&3+G8pS+=o!>R>IYIL6Mw0&E0y@n+BU9=W zwik`Njy809WAYNjZ%ID%(afGUlBhScX`DR1-Fr~D zZ@Fl*pbaTKqMt4ZnZDLpfC+zd-$5*S-97zkmNNra<1%#h;gPCz)31sLJ5#@cfOl&% zUp(obQ?3Ck{t-?Y@O z8{&DBMjvt3?Ol(_9r~-?537sbK601aHRf*l;oZbjgZirKz?~MxU?Z6*y&?WEdp;;R z%(HZsk43W?S5w!x-%Jj5nHbUPR zRnYLe7jod3^>18%wC-e8g(|j1{yZ^qa%=$iE7w^>ve){!oKQ+8zf&pnkNDs6VK<8B zx7e1NoP4fU&=)zk%q1=ME|v=g>!q7<}Xc?`)5j`C`!T)}(M<)e1{rC4YTqWKMK*I+A?qfnb|J7(u`}_01oKL@_`+s`V zNWDAtuf6G#-ktu}>wn3LQLzB^2cF;{aG)pn>80xmR{`p`4UEtH^>kYM`&#_(OO6?# z8O1G5!xu|>Hcni-$pyoojQGn zo`I2xnT3_sp@{=skVGhXrMR(k&WJ(K9| zkKH`xlQ^;Kj{~BZS$O#_@C%4bNJ>e|D66QdscYQ0b5~bS|DJ)Ng{76Xjjf%%i>sTv zho_f!U{G*KC?qUAIwm$Q{zXD!T6#uiR`#2>IfX^VC8cHM6_xc3jZMuhpIX~`di(kZ z2EPmqPfgFv&dq;YSVUvieynf&{I$7--#<9~O*kU{IsS_;nmqr7E!y#4IQw7tq6vZS z)R{A<&oKVQ7u~7QzZmB{Lx1@i!}(igjL!aCSCpPJao>LZ{$n?@=yh`(&*Oke7G5!B zv^f4R*8b+~{~Kdb|5u#-cgFq)UrT^HG-dpcH7e~P|FI{~?xrr&)KZDM2snG1j;2hf zIRQWbWtPGWJx{!*)}0z-VT?;f$JCGDdOs_T$aT@-s?&_b3b?22e!N~Xl-u1g()=j* z)j%xG7!VF8OQE6=hx!y=DgfPuLr?)So&YK!RuE@Fc|isApvY<~TvWiiF+c=Y1Y?0u ziVz*BfH+bQoLuqlG=&@7ZF($91+c<#D2OQ)kf{uS_oNV|serq1G?*f|$4mw6mp)@B znjz_dzf#HaR6uVe8c4C6prZm<)K<$*IBCR?L~w^B6)>Cw0HXEC+*Cjz5Z6KlupPxv z0e>uRGX8Un|CHlD_3{76W<+SF(`?g|8ruwSOzn$^FpXQGYidcQaI!0~!WoF+OfINZ zAZz)^L)=6l72w)}rUEF1;ktnEOaM3F0o_gd z|36P6QSjz$avrj;j+Bo44ZzjV=uiHG=}-NG=}-TI>CgOw>CgUy>CgRx>CgXz>HpLI z|FP@eKkfe?EB}Am|36m#|J?uovGV`t{{N4a|9`6eUnClVvqLS86Pk&U6;Pg&H}FS5 z9`>`asRAV&VgR+MKVaYA6^|Z2|NR#ga2n}>ir2Y3U#rX?gyi;gx-wnZMy$i&ebK2b zP6~MvpYX!5!ms8RgKLZY{T)Buuq+w3ZtGP4WMPPP3Kq*Y&_~;Vt%{I(PuFB-Q^jS@ z&5D(owM%+hB!$dsyB<1hRbwLxJ_5-+d)-B7IGJmt-{~xoAFsGp_7b@IzJLMWT!!23 z7GVZM1H0eV!_v}vltrrKLrU{>o^Xk~3SdIWTCyKVQQ z`iJSIaYSX;liPvGJPfUQf4ca!1=ejkt9R1G&jDynIV+=)+$A#RA_x1GKLSpLI@51<7{Cw?vAN z43ku)^cRvF1^Oi!#SM${ydyNsr|{WfM)wAINxlxF-&eKNXk(}$s$ke-?DrDah}ZBY zdux8#Br69>{~~Y)jTZ7j*S+j8T}w^1AxKx++CmgDeDPY&z+P>e&x7|#jvGa5O9)O| zFZ;({**%^Qjfzz(SI&8RYvF$cbvBg$DJ)`LIFQIo?`-tmE2$o`{ifbBq^4r?tNW zQ-5hmg_k}XqelN&zHNuLL62ERT5@JufW4u-TBVQQ;{Hz%m)Y&y2Ni}!Tqb#I;=Jp; z#f#B%N+!c&im+qhKfW|6RTA&eLf+GqDH;GJ06PQqCd%T|2_D2UT>9$X3#12e zIO4~Xpn-VGpv6oVs~7A%o*@DAM~fLq7C-h&s@a;KpQnh{Pbq8j8MMzL8-L5{HTskv z=Y6l(H{puCH|$-wVP+QHxMZTW=on6LFfy&ZrB|jU$vmBRX|u~lQYQO{LFrnh@phq6 zNTe=_8{U1hgPr8EjpT=2M9@L9SE+yjcf8Fdj&Uj6LS5-5%jY9 zke*riZ~MchPOK+J)NV|xmaBAL*&(?xLPe^%IKS=5QRj3vdK^1Q@`KHZoJIN|7d?7F z{O~96BoUkm4a*}Ml6pgsAG&IR?na6)koBSc-^3^Am$r}>x}+DOTEujW&yd!gx)X#k zp1!jnUm<^$$-N8ssI_yd_OO-YIawy7oF_HNu}*fw%3BLynGSS4n`}^>2xUl>b(KJq z<+ka$BDXt7(3!H*mx1fKv%6^z+qM?hfyN3{z-k3d7I*ZrgPEjGv>^E5;n)uUSrHH)j4zWuT-8x`=*t+80RU7Rl| z;yz6*;gi-kBFlybHO}W2)6!j0^$?eSnkMPck%LbPfbQcdh>Or`cvR2Ib-c?~Xeg4s z>m2bkT10YFh*O%VKNBBV!xeJGXFwsvaW8&gYq@o zuw$ldtH$JMg*nGlFNc-9vahvym$`qex#xyV5hfdL<}%)!1Z`U8l;^HoO%8L+$y@iV za3a{uN3vg)V~H?WM3<-Aw|$egjU=6iIeQHhA~bC!{cb8)DlPgirC`WleBy> zq72cczYuI>rhRXTqrNWjjybYXEvjZ97ro>g;3IhWq4JFtoc0ilVu2d~d4_c=eOS4zw3p#9CG_F#O;^TZAqWUHbUua-4Ekx7h{B^7yU>+C~n26mK>om;R9GvX*kE z_xNZ0A)$S)N#pX=;qvW`vn4TUdC~*L7t7RGRixCL=Ci!zd-c8KR}z;-?qQ~5whZ&u zF5EJGt8Q$dot7akR#y8lyrj00+;s~dO<_S+K;{YOPbzfOY{?qL-=yn9xT6WIfe zOa`3|1}*#~JfCR7a?$orQ^sFU@8Grv7fq0B;Ak6)+BAAL+Y~?ejOAal7QQ;bYG39Gf@Q*#OyLb~znenWkR&Iej#~TS1 z28zKIhUbht_>J!F=8|+~@$nRvJ#<|RMfBvoGLQ-Ol?o8)0ut2-H;BRLaURMviVsS! z*z2g)i)0T*azieYJ>Ee=v}OBNu1*9a`JAW#kLvTpxufo5>k_Y3+gb(iZ_Uu@#-)YT z7tR+mRkv=RYs@KO4s&_VF8&sN^RId$ZIHXK9G(;-;EZLO2 z9fZtNSV8C-kq3B*1l$4P?#X-DH6NXGCz(3uVGF{F@!dzLb8?M)EMy*H_Npf6g?(*R z&6YhCkk~kVQnp$naXdD*tviWTNwMj(&)8RZ?&j~}R_?So)!m$)Y5&xudQ(!t*MnKT zq>yB+R-53rTP^K!9w{%7?wuji#3yuF{lKxM!NIc_W&Fbv(m-LgT2;hqv)&`hk`&1> z;t3qX{;jMB(E_~&xebrk5piT(ZElZ%`_`!?iQ_@Z%HIyLf!zsZ9RgX|g^2SjJ~w7( zU#6gwd|gN6cbFfodyHChG5Gt8IC6fCUT9Ij#P+?~x? zC|>GHJUR+DeNJ;t*<(@sFlov-?A$Dc4(dSt%Q*KB*+(JIJ2993ykqrQ8%$H zxiAwGRwo=fB4ppN5t-iN&^Tzy$3L7GnTHnmm{BqIusQq6MoxYE!>X#LBWq*nKqMn@ zwFOB>ktgdB{m~UV=gFoxU~g)w1!Sw25KKg3j3dxiE7|xvwm6}z3b@4E8VFZ!f#w`c zj4Yi#z`LkBP1Xj#=;EJ5^y~N*7OUz(MYC9nEfHD|-;ZFgWbB>uYw^C8Eq}6WBTLKH zpM4@ORckPC9odlnv@y>j#7j*oFtWgNFn7d4WYv_+d+?bG5d59G@E8qu-CLCW3};0? z(GKi)q9aPYty2VA)%3u3Lzv=$)m$}X*%aC}i znf;yMBCi{zt)4%lGI&5M(*ea9mA9mwu7=EE?bOAmJznOt0e9;C`d6^CSr?@xZT z*&i+2@6~=^EI(!^pHC&so|FQ8mW>E=^+Xab$sFg7z!?!nh$viiciXl%oYj81C)^`y zS4*C!<+CY=9Z|BsZKDjM_yTzD(ad@~Ub4?eRucsv7RoyfE3y&m>^{|ZB(C^ddQDkI z=1m6{F*kW_kHRAZJ&R=R^fA`$W}S&Wa}`!|R+r|*y}C7fO&lUp^lhY2cC!7O?!V1W zqH6C{OVKI;p0NP_?TO5F(un-AP7#NH&!+;)8Dl+9|DPo+L|!Agfvc$q0MHA*NLtg! znvx!UcYsZXhbEH+antCdZg8yHqDPVzeKDC4R~9ArTOUtftRsdS>`M<@YabVYq*}G( z#j^SAL2EqfAWk&K zAqmMePv#lf4yV?K#s#o*c%teVqhLxnWa}^@sV_nGrsURfA~8V;*U^0)_>GeA z78`--?{o}RZVd6P7cv@4*Nn{w*Ua)Ob)9w%%M|-oj>TKR5&BWSjx*-vTO_+yi%tzq zJKgCGqWO~b(cbP58brLjQiK*^BMzER0=<*i7}uVke1vL{e4qlvx2vdy>0VlB8QKGW zVXq$tMDxx<+10wY!7sw&<2x*H4R+Hj4nA-;J8ud{+f)!KQfBnGwpDeVpUPc)i`R|N z_Ah@LHO6i{y0^#inTo9}iI!*^M@P z!^9?hXg89%rb`31SfD^G!pnXJwjjDeOQE)S>l)lTmdqkYVYBt-y#fD>pydWxR*A2a z$72f4%>Wx~!Ge7cww+{W9n1^1AIvpkVP3vz!=eev;*u;f*MdBB#T6q^D**`60PiJ- z$*OEQ<&C0ody5R8p3d(ZoKzcG8TGDB{I||;>2*DWH%QKzW|vAh3&bv7>k%r$iFWT z?5MIPbW})}4^RO@23G0dssO_k1KqGz`;A5^l7jnpacPIu5*9OqAVc|i}WkixGxIX%c)3$*u!{eN)RJyvKX2BKzx}+lye&b#Zp$UuLSNuelR7 zF|;`M=PfYfrp~37Pj40=-o`T9hPc^Y-H4Lxf~na@a~Bf5ECSz^m}e`Bq18;b6t?qa zmut61$vbXZ+SXg;HtS{9ld|c zZBD-CUB0O0RWU5%ZEWOT+qql01P^mk`pqgrylj>F40Doxg=mLA=n0PjHT-2rh_k;_ zGzlpu`O55zB0VdTc#(dZ_fpok$4>_1z|kso!bG3jIQITlE&ZA;-Wv*a&;sS=X{aU` zJ$hwd`|;B4w$z7+I@PUK3wTGKYiGW`aS6}J1=XTGy%7hymc^qKIhNG=^_-LMZhTnj z%7j*<91DXH1GT0-*UUN({&3{Z9ooc&(F$Kw@W`D644QP8{RNIPEOG|v35@2=ae>lm zU}E$@g5CI~HO0g(g;b8w^3;SbNf5g++8TeiOXNmSIP62tmc2r$Vxxu%O9d>lu+w6rCYvOqYp6%3(pNo%NRXn>jpFM9Ap8tarQf6V3 zWRx~wq={9M{p0^0^vy6J8LY;vcOFdiJt?l94w<&jjvTF;AZ&4F)G&=*&-2BX5Wqng z+RF!BOCl0WG(?FD#t9WC(qgg;RKR0o0&TwhOCY%fC=r3uOtAoCdSz{%{7CV87fx`Civk1$P%{9KdsCUa9qsY1AD z3R5?xE}o)H#Ny2l2st?LbC?X&;Up)12UWU_tViv1uI??+=H8vb16-)b`>N)rsXTRr{1PF#D-C80Ey{MLON=cXPz7ciX&JewyEVZz^NP73c=wrIEt^%) z61xFj4a|zi{P=f?Zn;6Fc?L4fY7BPxFwAmU#j|)W zD}CB2=0p!)6*iz$b)oktsP$5-YsptMRwdoX2C`RjlsfvC8X-vciEs=GyFi;qf)^1^ z@?L^O5XOnxtBUMfG_*;Pk$e_E{@FAY$+^=dNE6(tobf~*amcjUM?7e!rO-=Fsidx7 zh<6R!g5Wr`!gJ@?ylAY^A@yQ?N?01dOBoiIx9A1HNO>M63J({>-K^SIRM*!-OcbWB z*BKUOdQPXfR^3*6kfLFcmk}16K8HBUb_~wMj8C&aN8*gMeLh=L0X*b87}I2He@N0A zg3ML48oG0*jtDlvT?ctl=;pdEKt*WfY=M=;-N8Qa8mm4&KOg(M?})H?+S7^0EpA0U z*TDst%cyeSF#F1bsr>NFbTGyOp=8~h)l?S>8=lX;e|1c2bleV&)-4gra~WQTdB9Dq zwrEl1GZgL~h-iLeCw!i)tVkAH0g<^R#wpCBwD{bT3i#Gal6RgzSWlI6_QY_Z8<=?O9h0AO9vbPebw0HQ1Y63*EX740vzSx;nz&hR5b1N4`_Wy zwnia3TeOXaMzW5qlSM*yW;#XC^W^jT6pp|2!59=Rf}0RoMB(;CUWS4MfM_wA*ewX` zf0aji&2{)x(G*nWB$YNH5=RscHU#cXB!c8YvKeScHgxRml#oD~K1%(8rkpxPk&iEC zZ6Fn1+aP5&h#`$|R>QT}^*G^+N5`Ee5&KKIcA5@v_sI?`pp>;k(2fu3JfxR!o7g}C z5pxFD8lAL=K#~P)0?7&VTGm7x@AV1_F**{#czsNBk#q2xfoWe7oYy;4SYcx0YRo>yR?Y6+9%$nJh|{u0<`i!zqs*=AAs z=g)iV;>v&ku{G&M%F%USFW2h!O?bqiMC)kJzl)J*5fghiaLI^b0>apw455ynL9Cwv zssD-VszmbPjUX})E5ZFFiz4ShzCf%gqD*+L8Jn6-1;N=`Vu0>@$psp?pUJ;FU3!}- z(#;cOHcaYSh{b~mvRlp4CRbzI%XIY8s2&wyoHPEQxg$!tS|Lp#5#pWcJkDpb3^wQV z9-H^tYFZ>6e*amKSYilGw^9tstQf6Ot@CUu3c)s473pl^K*>P}A)P3tv!E$KBz6hWHAa@sZwil6A}wa0jHUQtoiGl% ztt~#EL=D`V>{syc!!3!;HQ|Tz zIuDv-_j{kTFnGprHVcDP6%|8%bJJ~50sJ~DP^lAyjxaGE(=vb%fw-WNG(U#*+cIiv zMGS9Uk(pOQ8J~?H*squu0I!rh#Dy*BF@r80VNw3~Ty@|Ze(Ld{MkbY2@ z!{oyL$wKi~n|pi7X4^&*+^h1}@fgCRa`Q$>41U?x+ups%muETlBy&a%_kGdHew3%b z5wAI@tR(ijLG-k3|sx`cLG*W@);8S!Lw>+Mkn+*h~K_Ht}zfioZVr&rkur zihnfV37{iM_!b@79zgvM^hpXSWC=nI9vymgJZq!0SbZkWgFS||QUHs3J8&e)g!c~o2y z2@V}O_)gP18;r=JRhOK;Gf54qJ=Y{}L}9TifjZ*#V~}3#-+BgnMK~J4sfg1s1&GnA z79OfQNBf=+HU+;>qjd)pF&=-E(^=M!Al}tdq(MM8VvNwB_+#OO(k=U}q%tJ}6xrz| zrx_Kr?Wk^|0K*hl^b8p&=zX6%*w*^vP&MxDO$FGRd)EjWn4Gsf`Dr$jkCKHF%)({D zBT|tkagr|{&h%=AX*)`E+;BAVuogk+mWqeGlFQoH6~ z{koG`WljYICc~3VPu7Ep*socM;ANw`Q_!+K_@LqoM1$G@f+)F{2s=yMUgO)T!^>i@ zH0QYLS2!@f!v|lqYWm_w>e@%5N(C|0V8&NvoD9X@ib%8&}nSQ@F|Q65Orv6 zis(Gtt}Q3GofOliN*hEFBg&JciGJ+Qgf)#FD9mVF_Nsg9nn(*>t#Bwq?Qqf^j(WWxZ zX)zeom{K+7eZ9#1L8j^+MBD^lRhqK6Xjhu6;jQ}1qOdc!OPC`dHrzi$MrvUIc2Z{4 zW?VXb>(nR}X2eR5cRJWMshE8kgmJ@k` zEK?1ld(yWz-i+#6q_aeFbTWf$4@e8wTygdo|eBU(=L}3K*1} zAKK4)YCdb;x@&QBBZBRg^Z$FHH{&V-OS3RZMZ7HK$KJ_JE!mqQ)c>T_yL5P3P902? zV%#w$X+l=k&~<~rMfmD`Po0Q8ExlG3h!zoqOy8eW`KCN-FOh59mDaOm`PR3tP%mxq z_O&YtHqRYy$9lish?O2zYnt(^ZJ{)geJ_?drDz0MM|y$g&}H~ z_-L)`crNtMgrHP@h~PlDO6m)!G^Xa%zV@BFc!v0j+bz5Twb_x(*BtE}Kaa?94H({w z;kc(!UBa(tqGW8KseEMGpqyMJRiRtPTbr{``)k|ltkmftiZV2Ws6n~`kpL$Eg_}Z0? zJ+xx9B3ZwzAH)74B6f6fXF~(NtnYAeSx0%~m zcQ}oPDY-}ulWTPB)Z2Z$^n=LLlt#_Uw5b1`_xf*P|NosY`+r%ZMfZmm$kQ7VH86?^ zPPBL-%Fo-0jc8K?p}=YHNp;i8DBQ>Sp!!JM;Pbr>E5*1jzF!4g#1?QJ1Tk=AZ=DT0 zR(sZ%RCOZ52C|=bLiNsZt$5*AzW0icwjrH(y=6H{bR5u?Qf0DE#y!K@KX!Jq$`oYI znVwr?lzr^gsv@{3ZL;fFSX;Xi-!0N;9ZMSv6N18`h{0-h(_Z+;@~^@fH{m?AQM8<7 zIiTUsb+l+8N<{W*wLLsG8?&3frfJGR9O;4AFK6ZY*NO1m!ap`mCG0~egT^<+k9z(n zI5**TGyR*??tIf7vdEwnA~|{8vfMao71-#s#`-zwk3@=(5T2G-ojf*Fs5Z}3bQ=+P zi4f1e5ds^MJqV02jqnim(bfNXglEV8sfJBA5L>z_JSRw~ID0}JaI(p-B&rpGtgd!hW0mJV) z4)5dO=BkqN2u-zHOIy405mL(s{gzX^Ro+^|u-R?o75hOQ@7*e|$2^n|#fauK>zI?Q z<`nU;fHv5efTNQi<>0r-!Z_iV2;1+77Ze)c*KOi~XWJulI-u*Y^5W&hR+5Qoi6ogj z`z~c7mBL}ek z1yeL4p-UKg6Ti{AhFIhxh~=(j$9HI;g#z~a7WLzTh2VNgYYgoeA<=u&;vKlIeDt=w zzHKXBp(N77!x^1n;5OqlEE~Eo8kgr~Qzb6dFBAMn&`WmdyFvTPv7Kb-&!FJP&N7YC zx&!8ZCFg?D{pOFB4Ck6#eC@*Q5VYjbS)eNwK$LR-h#x1I5=ZgZ(d>P)sY%Fs#Q`=T zfs1&(&Kt&rkAOH(cx-moaa?O(rh%SdF30a)`ldJnFFVC-m{7O z**`_>35GmuNKf1#f)uj9FX6^$2|9W!&_XET{oG+4Hw-0@r-7%gSc&;TCpIJwh;`tj zeMVOl(&`(S#pfujkg`D?r5UmG{t@*1H6Nc8HG%=I9?Ch>b-~C*``46T^`VjU^l?jL zY0mp0EJ)V81nf2>FHywf1_NP6@=ZH`3>$InRJPCmBslFiIgp$nJ`AXSKQLPSoaw!T zNE>|WDkC-Ey2k(@N6Cu#1GztnyCzv&L5{pQ;X{9f{E6S5PQp;pD z&>|+NzF^yIx=WdOrAMRVCgs{huozx4s*6`wxScKTEm~6(#nB7Tkkm6P8oziWu*}i& z=rV7f;!aa1TC${z-*CjvF~I9aaFNXSw7w>jTA`_# z7f(w~U=3E;7d0K5iMLkkmg>5Jf@In&o%AnHinSstbup&wG^hFJ4$Y(e7Tu5FgnGc& zz3~#XN*s%?1C&HSNXh?n0GT_%dsYD~5#+-b=~Jt5>Pt z=vokWt?}Ayuvs@eYB1*(HCF*$sV&84itUz`x1BTJ0PkqlSine`IY(jaqBzyRTzpXW z>L6CUYD-w^q;-|J^_R+}s-pO`u0VN651w=p|4;$UI_b1{?!b&Fh(U2err@U+h#Lzz ztB`Z--x_+RAlJ=_?ruqr@dlkuQxfd~5T|hOnTOgnItGE}QzBl*;xNz#p{>IAYyKLi zZJmeN3KCdfG0rE@Hb&Ww_WO<+*-`dKWepi^iY%q0*|8Ql!==?Us0@*Y@6dA*dn+8E zr)Hrxk?1c?ii;?x7W@&G9s|7Kx!6^E3>pA0l=ZcxjQ6sqs1k4nr4Xafs79M^c@V*z zhIB?Lf_DyoPVI@#Rv&&Vx?%BiRlLdk<(hyL}H>Bq4}s zK@da`-9+ys1VQxPBS>`7iD42Yx=FN2w29t{9=#JpZ!zkO7JVj#!5H6@_msDs_dEA~ z_uRG4y6ZbL>)C7CfB*OFXP1B7KP|VC9$@WqNPByTy5WB zGBh_EVKm0tz*@Pxo(0IYtQBHuAjFFLOnIxQ#XL4t^|Z)d;@OqBvUz{5j;~wKw0Fje zlnNYEwMx*Wox6GUV?F|e6g%c^w5q70(tEnMUkdUf0%ZbkHHaRV*ZP%dA_@=vrWa~e zUAZ8RK8Er^hL#lrH3bui6BX?7G}xt%lzbZ>)c$32CI}V6 zUwT=)VpHdhtYx9Hvs^@YKDA{&+tM%3GU26Pjx%bEQ{77PtjwLH-LjrY?}zO59*>)r zx$WjFvhXaY+|Si-V17aLGS$~Hzg}BKbi!C`b7#76G?&PQvG=uCu@fU_T}l4Dv$SSQ z_>@;2}O??s{i*LQz*kN+imA4I;D`7~0&Y5!dC(xTjHMY$|#8(lE%7Nnjy z)+dhm05XkJMI)F%SHKF`3^c_u?0Md49iGw3i3L>oz7AWm92D4L27U2Efdo6>gPO+L zJEHQjLAj2NOHno-Fce;8YNK(2Zl=XNQhA_gF)olTAD4f>noRDDguo80sk3m(aKYJ2 zbxypfo{4)PoqacFpYv0yhetA8;K(QVFd0mK`dVQ*4^q9~0e#+f`Flf~1Gy5?EfGzB zAgv9Bli}C^dxRmpTT`Ydm;%Gq8^pI#0eF~4dg$Sl%?ddnMmz1?vthPTtl)EUtZT8*$HD(WUd) z!~;J_)U!_t46O`XnJkm?bPK_wnF&Ak>c7--;tOH^CL%dfV~=xQW;>91)oY2Pyz z1f`}VR(UtTWd#OzIo5L{ti!L}&#Rg^J^wDr=Fu`Uj#d9%exHP;~$c*v8m}^hUKH=)NW(M=kG>c&NS1zuyQh+sV{gD1H-vyL9SqZ&M{C7nA zMOj1T$(o_vQAO9@>VS)5^{P{f57)*A96QP0%Is{(?Te=?zl>+|3UpN4qX0B!CXg0to9$aP2Gx^`iygrBJI&p;b58~9%2pVM02y`e&M~Tn=g=|9BXgF)z zaz3K3vjWQl>4eUvX-|T0!U??>tdZ88?ofSeN9puM{yJ>iiTWmscq>+4Jf@^`O=yx@)kML8lwmFAASRB|V`?gu6wO>m27M*Z9FVdskyEV@r z$YbUgZ?ZCg`N|gk1A*vtI3~>qNFiXvhG-HkbxwP2JzIohWRxb`>cB$e3vG$ZAF?qt z&XmqH1!0?mmtfKdMFW5yvifWwmR8Mqq@K^neb;fHW8T2SwNOGWk5k=v!%U@S{wALM zD6w(3qVao5%Fhiy1ATW!Y!+;dwlzezb+J+`;I3m>3NW4&jFwKVl;go9UUd0_pGVG}CsuSrx;M{ER+~v7ao(b6YxD(O|Ab5FV#h)!th@ znh{7oLS7r{37l!;uS>G!EAiY)H|tf|!#MH1{l`@44?{}}16Al+2B>V{{*5_ba!yS3g1+l*yR zes>^s%eRZmq0CWHO_d@PJpb80(CD(o+JBVB6ihF~TI0#cQ0^~TuZTe?@nfvSAe{PfL^Q-jhBe%Z z3u{~E*qE^qzk$7Y;_x|mD3vv|c0WQ|D>(?oN*GxN#9rR6k>?wU=9-Criz;)*Qw=)i zqkq66E#61#si*JSYhhU2NDgSH@ESu!lka!r`E%Jb@WPytt*_S- z6drBA+WzOF-2c8$f%tjwm;zwQub72($x~tIp}RQKQY)|$HarUmGWS{DKZkYt))Op( zS?X4x1l%X}`To{jjmp(??K4#l!PhW!m14aGko?V2lP`xV8dD#fode5wCX!VqT^b&3 zaNSCXHB4SSH8XRr&@|0Zf1RJ0khq=@W?(p(ms3I0@L`Z!Lg1uw}~%m;ISg#62J;?5#5bjrT1Wu2>*CV?%8Mtcij%`?DKj1F{en z&dHx-;O94uA{zHA zoQ@joX&KZ?_yz=r1_WhlmKsZ^l0wL|v0Mi+$Wz5YXZO$hYUui|w>UENpkeBzVA9W6 zNIT4$sCL&JrP>9GK!m+6mG%qY!0MyCXTX8W)}$6JO+)Xb)#6gq1~L3F64s--jb8WN@ z{cC{~BKPQEmg=_Cl;CS%k*S%Ef|ZTPU@~mta$DzToD!0Pa;u=1g&A$#17*S*@yQg* zl3<9ASDg+TUGZgk8IU3K1=1rH?Hak>d|r{5)1BOkkNJ6gYJ3vcn#vtYZtdX48`p*n z&{bhmn<~GKTBtGSc*RCb+Kb|_&WXU?Q!)_mlR%4aXo`(mKSP&9~2t`(OL!#xc zp#3^P7dL?*6)@k4iivX@rL5-iKD|>WAav|HqKBEX3N2*2*`9xD?V>@oli-b zxizEb9gxR3|IJ{1Q(ef-)60AJ>eNx@$(;6A-kQR~F2r5K*!-MJUwL7Pv8j%(=z?;1 zcwRTw7zp|ZvBi%okjqnTXL4eVPsGgqy}GRUv7u;oq(s*~f@b-!3rdKE0uod_4pcF? zToI)}3}#1fque8QKwzl~6X#StN9m2QW{}OARSlhBrImS0Zt2pr|5aBQH)LI90jzMX0x(S^~Tl8nte3S9EbCZsq>Ejc`j?{LdH&R)|^43H?_aBq0`mx zUUB!bt~h!Q^#YdE?2VxB?iKnGSP#?^_SRu+D<77khlL)lj#bMG?!r?8iC#c&nCrbq zA9h&J&LQnuZ()}(8wdIrSbSLxwE9ahZDFRYK1BwuvV+zs+jOj0mOr51~Rpu}BRw1?+jYWttX_5gS7ze# zXzhdXGlE1IHu;Re(+~fSh4vlA|J)fu{86C}zSC8R2dsZ&-tG}8@;9(g@;h>|6PlRE z1;~*&g$v#wKolVX2in-=Ih#5ATlZ!XP0HR~hEti{gE7{&wq*NPw6jvmQmuflI3J5= z_}G_@6sQ$#O23?R3gnS8Gb`aDjZa@G$0X-AicaQm*ZinfS1~MVtkiAx_H*){y04*9 z#=QtCn~2Sxuyh+c8bPn%FJ(vV1(U=hd0=hO0J zU|S$~4T}7vaA_YWbE2`CsvRQBicDLI+(wcUcPY>{i=8Mg_--Ntx}=K40deUf31)mm#G z<$-=p?RyDH0dRql7fWbm5DAWrmE2e#+f;xZ!PEM6FU@XrBYcMQmZ4FMN%-5?pcAQz zo&q#H6z7!>zH^#|XUEEc^#cPjW?QGthUmjiI0cwF+hX%@Bn!-2&BE4beluTaBz4SV zJ$5=?ej6?@Z(++|HfBwelri4)UcaNz^JL4SD*s1pZJfNba*;v0+fjXVn9+eBucHE5 zg=~q)VTr^gm^pZig$3QS(PbUMO5Doow9DE)q^(hnnZfb4MY94v8u=E#LVvOq$cttO zl3d#)ZAG)CHZyNofz{uymr-CO^rjD{Y&{AU_oVBi>=Ti+B&PMG)s~a5-&9BkQ`56| zcaD1shN?U)`X3${1UPXHGI|8BB{gvBX||g7sN+Bll?UC-)wGES(1 z`|%>!H?4f=ww)Ik{dQI=pExt^i%yJsIP(cG8DLLlVX`J|&9KK@+F~J+PW8w0u;6i-tJ@%iPeZ%7Ks}sCeJgh5)~=hI z$&k6)NgI8Dt1D=Tm2d{K9P^%))ISutA1W{J&?xa7tc@H&m?N3KWC~!pK+qo)=fH%g z*{$MpU>EDlIF6ZGP>c~ho(@}!KG8K_qWIEwtyx9Z@k+(xW4f|pEb)m(XX@iqIuS!I zvVLjLMmTTMW>>;Db#h4!zY9~D(ONqZp+=4dhh{}gl3tz@Me=SY61tK@uEUe%WqW)~ z3Y0)BZ5$(gTumG8oFkmcMOLU3JJ_vIU*1sRpTZhCy2UtLLBCspX=`V_RYfsg&AJ3!71NN1OO1YIV34G`Vjbwaw|Wj#ky;Xl}I z#UGmi92nS*7ip;x7up`oXAs0`ms(h*f$BA%LOoqk8)f>4$z%=BZ{`|{(`s%BmeQPG z>ZBbe4h&YbaP#%k(=Bs>;!9R#$1NiT&LVgIB-7^i(JX&vVEUgO)B<5!x`rb;F);yb zA+y!kC+LlXX2AIy)5-=GK5gmELNO~L;kz2>6BP7?`;W8?ZDZ_Rs zx4@%u#-Na95@59rG_A!BdYs(;lESFnV@cDYa0&A0i~u;G@uDobZP}8eu0NAv44~Ul z1#^J|u$Beb?BT70!)`{dP_S`<;$fyFT5~^2)Z+Tn`DkCLh`~fi;S!%$3Bv$F-6+ra(LK@ zHSQMLx@#oL8m-x)fnvq6pAl4zbh{H`Vdm3db0jFH(Qo%T2+Upt7KG4YH`?XNu@MDW z;lb`>x3^i_EX3nGdu6pFH%~hK8s+Qd0;MU}p?d{9s#NZay=tBxP6Ptd4blTrgI60J zzOzkM$g4Vy#@fI1tmU~irw;^XJxXNWPy|o>_sZT`VFNX%KdB2+bUz>z_`BQ!20>NPqG8_}`#g1zbY4#h=da&HcMw%ip5q6NS<$-M7o1bAyW^PJmsna^ z{e$}eS8s?nPI3lM33N@{RXiUc&Qb<5Z!gtx?TVq7P%mq<{b8te7^u6A5aG|YtQ{pQ zg$cB-nxq4A>&cqA3USio!654%TV%kD!Fa(GV$ChhuUkz`{kBI!o|cZ*?L*7;bcr?3 z^|kee3{a`+qHYl_euSPxMQ=T(L{GS;U|%(bTy1lRb|8PM+;55EjKGN%%UjV6k3Oak zeS}`>1r`o084A=53iEBOkHZx<0-%Vh#!E@Ti5 z@^K#LaMlV1f~MOKMK56_#_HU6;!!bg^8R&b!e+y7=eP7kV|CSEEH(LmOLiVWov7H_nv2M5wga} zG{DdSoDjm7wK?Ye%7O1Qa?U*y&U>(l|6%>s^F-cYjX}*h$D$uGtgXtmTS;f#R5S#7 zIJ1{gI%gQrGRs|4ib&M76fFz3uqFlKfYAmE^r~1*;+}eJk2?}b7d>|xDbESE#AX3G z+n<~CF!bHp&tY(S`D?*rh=@Llm-5%J#>f%E?L!v9DIhUQAJAmlp=8)Cpyx077xXHS zc`rpZww9HAVYGq=N=kz|ofUXE=2fgu)1IlO3vegLV~?o5M61PhIVne%Y+ zXrILjXN>Cdey?+jb>Fk#rb4jZWU$~iivZ>->xJfk0xUgB^~Ih*vwY?yG!)t@h2zwC z%^Fb(K{8>JomT?+T5c9Ak%Jrs?dB5IdY{&~+Fym$#3Wgps?cm5~oHPB1bJ*H-b*(mPC_Sz2?9|&xR^_EhvL(ue z$w_d3Rb3q8`jm0JlN_^DQ?MIxVzIr*jc#o_;loLvX4SA>w8Tl*Oa?PyZF}IAke(*z z{a6U=Lu`XRa)b)Zg$1%=$j&42Z&3=fC&=W2uE%v4@i+`CkTr^UT-;dRRAK7Bty_b( z?2Fi+k~TYKyLKB8aJO08$I%&L1C#1-5MiI z{_s8p#%9eGDApAH87t9lO}`K3%fpGCCYJ+N1+U(3U*MPUd}jm?ad)s#l*Tp?P2c!_ zbho@_K`!p%&RmtxjjgZ4ZsNKj7BJ6<9{sl^0|LD~MJ1o1u9heF%1_g$B)IRY)$`PU zN{B`1=6%d_&|XaRHF7z1I1L8}V!BX%J8-mD?@|pc!UsZ%bDR3^>PEr(1#uYqLz`fm zYD*dv)2x)`c>FR8DPXINUcf^=%Dy~%3@fXWi121IuPlsH(*Aic$kz0Lp!!&t)3E5m za_X96ey!SGn%0QsQpr??fxVPoSn;j=iFHlU@2)Q6PTQ8S>@ij|BbBUw5={4}QFQ;q z_@X~MpVh`6(urq8XJqtdAg!-_v0|9m`@yVa(pZVcC)(tg&Tk#pb}c%kmi5$SxVv6P z#OL|$`xIK=hk6A(-52{*^|5EOZgICoprkd%en$D!+=e5iU%)-PuA-u->Ha?t68y8n zUH?xze*ZgOnBUxjKl}gxl2i15f&ahY4*LIm@b91f|9>I){C|c2|IzT&-;ApNemDGC z|Nk#8EdS+b{4@Ulng9RZ!v+5{|Np)H|39-?{FhVhPZxzhn}7eA|Nq|m|DXN;-`oHH z{{8=tv!GS;kOpA#;V0A@y{Df%{C?o(>q%{B*BZe42X_1uwiPBOFptLl%0w^sHf2JWv z5CbSJbpT2WJq$o;;b#RvT9&ceX9Ove07%Q%pE2jkp#VtBbygApqy+(hv{+dKAT95~ zKS5eT0gx7RopXQ|IS7EX&`|&wElJV6?ab7%l&4 z;D37XKV$HpP7+pNuGAU#K*HzDHP$Eo1Z4??F!(?7x0?k(S#ow#1n$1B zYZMlrmh`cg; z#Nezka&?~*r^L%YJnIa`%JM3)AS!zE0^yN!r-p!B-*|W!6akoMD)Ud&8LC>`MG~9DVQJmQ!E6IMn z1A&2u+aPzX%1*P;RK{}`jfMD(7VmCLXFf3SXun*>QL(1Gdf-_EEdYE>m!S%LT8{_?pl(^GJ50qf=W8-|X&N%PI-m746qPzk8=nFWBbG@sReu9_oqy%mX-& z7F$6qxPt_=B%x08utw?Ic`7i7;8WZN#VES`_QdZb6~8eiVP z*JBN6QqchDnIUHn>)Lh1N1`L zk&6(kVy9^mHuU~gtgd9N3;mpra2WsTtZ#r!MS(`pT4#jPB8*bwJV%1wumU9kL{hmF|FjiI|zrgx^8v7e@Ebh+Z ze8V9<;4vrVgS?56QCHB@bF3bKM%P|9n0PY?E6#!Lu75IgpyQdw<&;F7AZ6%iekOv3CL{k*6@@B-|tSSmR*SqhVZrlUEb(a!6T*1$S1H8qz zZzSBcj_#MFXYh}!#hmChx0I_;+|0=Zm+?R2?jgC)PhT(bt@VqI@m+OXqOg%Htrjd> zljo{lf?Edz5>fo|Okr_3_fHC}1i5#||Y%-*#IgBOuWAB_N>qTZeji2e{b(vcxuLn0w7N zQuQs#OzgLh>7Ts%Tm@DW?vq-P^w@Pw$6l8j61k^H=airm5Vae8On8Iyu2~3*&|G1b zxSS>Q?R_5!PM8Tj=KyX|K5Rm&wj6355bsN!!29P(^r+K zN~_i=`#QViH&F%#AY#>sh=LqC{mWS&k1V=z)v?>L8_AUl-2TOp!XWxbrsWRWN)Fmp z_fx`S15ArUhsR&SgkDz&t=JL_+_U(oH(XM`^$@|rkR;5?ntE2{eO|KTT>SKNe*DvK zuLeVg^u&&fxn76F$rmHF?Qm~LOf!t~@Fw%LyL|_VM_!!Yieoe7-wV^BtZGYdywz#m zj%mKiUK?Ir)yREud;Y`dnYUZi;K1>5;{EO~cj`^>#;&-Y@o!^en5{I8h0wBny%dGg z)|I0)R{bWfX=9NdIo3+l(04^9mKx$|Tu07Ny}NIGWGz9%PIA!5R$+$29Z z3%RKVrRN}4d+sP~E<;5;@#wMqK9rJO@9d~~oYRY(C@B$~?Bv9LEb;WI=;G**n)9{Afoyp0Thu_jW? z=Hz&feQG?Cs5Fl%&YT8rurfU!*<1GWjRqNOeV}gMt)97(cnsRh4^}k!Bt7&*h?YW1 zpX@n$Ghglr<3eSK+*Ox`$nQrhZlyt=KKsh|uW~jPyqTEhDE4U~d9C3yd9$L6*gHmr zvs?^%-^!Wgb^CPl)2M}F`zot<+@a!OQ1g|yGL1uVi19VR{@UHi>kL`jNJ2)m@ z*(u)B8+`DZEJ11#jqkU9oIp!LzFWRLw97`zbyLf<&V`Qo0zxkUqqfExGW8018bhlH zr_ZLIk|X&f?P@Yz4f!T1I~9~j)&DkY-^YGfAvLeOGQTSvL{s+^sc~UNQ%vp)mQ(Vx zfCaY04Ow{QK-k`%Cmp8K5?~O~gwkbo_s7h9wd0Km$QUPICcQ5n!gphqa-e4TYr@w^ zawz&aIrP|{M5z~jNvoe>QGxXJE2*ybLRp)K25z@+^RiyMR&>5|f3)%;vVPO#Jvz{b z@!A-5dx&li!{&Ew@8mw<)!P@pUbCxS-5XxDm-5pd@pBk{GQHmzb*sX^F6knlRpcvc zJ$(BmtykhTO^U-myv_@|yP}@6nC}A>rEkbo}7ds)xvl zq>E&2kRw5RA?uH#$Z(~|Am*ri4Z8Z7lyCT=aYQRQ=Xg` zuu0n|GE3#JwV#D`D^#N@MJR`lQBQ&%bprXeLAo{KdoFdLSJNq$Z2r^q%I11ef+!Pf zRLCMjK12QKZOn&VAzn}Y+n%2KMB4*#UuZtVaj?-r-3Q~MyJhZ2v#xHB@+a@U{RTA? zr%$UZPq+f1#;BAXd`nQxNC(bRFEcmom5UFZh+`6x-2XroO7n_Ih?_=gNSCKylOa8A zKC(k?Anwi+K1ufFD%zSpdp?K##IhSbT;>-`34t#M&q)vp7)0J76MLAqtnx05^ixY1 zDUU;z;svup$`^FJ7SEAkq`Mx9;Ro`H;a6F+6iNT``Mr1Hq*Q z(B2$X6x;40$WjbU*U4&u>ag{w7QPChGZ#v^RAWFRohwP5JvrQx?*fD0yr8NN5o!muU6Czia;AnW`7I&ujeJ zjv&mem9d{3lW;HmhqwG=VcfXkT#>@=A;ssy{-=}0#%|MSVh4G(qia6$0y08BdT&R* z$x}?#pNtQ@>r&ouC%Vz>?6m5vQZ$VPoB#gc9E(>LYdbW;EX0eqFNn?EJmlv72hg~y z#``VVy}{Nx&NoERlZ5iIwJj}PG3IkCt)jLJQ0DcZS%h$e(mX6jKuNMQ=aoTeqF%JI*#)mjda^1!9m)r`*UEPtuXAdoR;pqz(K*r}| z+e+95=B6muHk>4rZ7j)2OpKKXr>9=fRMD*LJ4Jr=6}xxTz$m!)zWn8d(h|0F+fMh< zo?`9TCdTY$pwi%SB12)s)T^J29s<->vKn`CH-H#Aqzw)9_1yP>^Z@*!LQ0wEVqrGhQjq6Z}m< zto2a~_{SbodKEyCFgNwVsc7(bMgJziX7VSmUy4=VpS(POS9mr841fH+Sm33(i(ag9 z?2YFA>fev-n3%43yGitEA6<0Hr#u0wsb^VLOQk=qyHmZQS%sexaxHD5scq|?4t9OE zVD-_(O!VdZBL6Hz^qlc)sZ=Lxp61}@kIg#%^)`Kh5t^#v<)*s}@!OA^Q%~zuO6r%A zuY_mHr|E1m=iExQUro#TwBCZNX6Ivh^#y`v2#NJV7BXv$ha_(5cUh6{LaI;EXp{?B z7(c#K>!Nt?4R&;K%CEkrNMzdmqkp+mO5KQ@1hMl2B2vGg(KMHu!1go&%RU4TM()b? zXy*Yz`t>+%qeS}?+my=T`E5BZEiTxtuuuCssind4W-fj;R=Z_O)r()Ij!D!em)j4= z_pVUShdRAK*r1yK+@c`WDlH;bEa&@e4^P3^H3eDgI|CG{f7A#_okLVTfNwB>ibX|m z>D=G3>uudV?SGnGZe(9L$NlaXWO+bg`2X)CHbGZA^fu-5B~2Vf?!M0F>p~YyvL9;; z3Q6Z+%IfONt|0Pvd$EUf*B*FNv@ZN;1+rK)H~Om3SKg7sZYt?g-lVvY92=wg(#n|Z zj4q&;y5m0EMY}?x(DkDqhU$ijc`vyHXdMPS{D(OnC>p-3n=Za!t5mN;O(UuJ0cEz8 zU;^7BHwxSPNQCCNY-4lvP2*F3rQhoa9syW7N+5l2Dy;dYL;C{kHak88pI`;?rU4wo3?qYg>V2Zib)!e*e_3CfTlgX2xKHzoNZxg+ADlcv7AC{MX>U}rX zva!U{>!II|eTvhI02&tYVsjiWpYx@toIoSfl{Xu7N#5H#eC`t`5mSU~iMOLqxxeT5 z(`qHErH3I^MV1QB`1!TZ>tM|v|uSO7|>}4mO zEq(&>bC0iHsUeT8jW~g_?o9_Za_E1|vr&CC`k^g8kGNOokegjf-xeK-*Nq223(&R#s zMY@pI^H&vMK{@QUaO3MYRFn?Ux2c)J*XVASyr^5Pf!oYq_27oLUVhhhQ&Qq_gv-R8 zYPQ2=pO6QZD*PtY_m!zLhuKoji7IIc!eY38V?T)l_XFHPx4tU@-r}XKCJ3{;m9v}sr!&~ zbEjD@{QS`U2M)1{4RwSj!;(rfLax>mQ>3PkUSuLkQ83L5UTHm#2XwKTWj3`b2vTa~ zeCM}k`0i`a3EE~ovinz@RFAlCUN0<*HSfAT#6dKh)$nm)Xi~dwgM{an(zP3eRYM%p zWH|lOAYldiZ`Pq;x~{kP3vyU3$Rl|(oy_)-l4|^9cQ*PBZJJ&RPm4Iqo#TseH|lKD zd~8RS5ae<(Sy@i{O&J^HrQ)4dc*2ycdcW`jT~aA&UY{-ZsojOq)7YJ$Sjkk-6`ilA zmg@P|p$V4xb`Q+-q)oiFRxbC4)qH&A)tJ34mcRPhh)lgDkv3zl`O7nvBC$zc=|fTF z4Y6UJ5$6fI<_X%2r8f!NNeD#&b$oyHUR}UgfKicHv%dH7FlV{Wl|?j9&MwoUctlR7 zT+R4>#3EX$%P(koVP}d2|sW60^5q zytL;VP?TIvm2NB!tGQF_rODElGW~#BW}ICAy{Qv>RA^q&BehQ&a~ApnOekzB+1`Oi zG=_Z3^^=rfBfpeAG_@{)hkm&4CCSstf$8Q-;`#+CHyKy)xUnQtGBJ&@Bel+{hlzHo zDhc{IWr7QrqBliIjh@PO*xc$V=~(q5+I)D!5uc-ncvVY)eWiBcvBTm7)VJX#wRmQO zo%nH&@0hzl6zMr~T}0J|M|JnEUMjflhQ6l#l*pa5`f`u_tLbi&^`XW)^ZlH!Ep{k) z9W(a6zmzd!T@?_T-Nv0qlbDsFhLoeoXYCZIS zj{kTZLnYX^cCsSyvQ?qi`ZMd8w$;?09SpmO%@#Dp#!l3?ku7oZWU?$omt)U%5`rIX z04e)_vdBw0Qln-7VPphY=qZ0IjMzMV`X5>3SJ^9Fzr$_vHf0MthT`?UC6~rs@3jw# zWjYjBjSw|*Oi!vRpSlcYmN$as5_6fF+oRGKWub8Rh7{`9{(aB6N5YF!rDn;c1O-9P z^R165hBjiLrS}UhN=p57s@XYw1(sT==DwW2C;Eys;c3xhxksO$W_nYEs`Huo){GxX za_0)~HSA00Ag8xC&RzfNV;a1S4p}yH0CnE{__$~2+?jFBk7wUuENQkk$FP&0A?0c;8b1d$~Ii>Y6Y$mA5Q%RiY(Yojp#+$WXaS zL=jBd!C3YxpKm`dUjFDxOkiG|68!klB&F;=wRa-(mkkFrx0(Q`hkoT_ck;5x4L{x8 z9MaR0o;+%qGXD9|%XS4WgdGqX)RoCM`$liaQ0F9wN59y<{-mw$KNP*s+acMI%4{Gy zz?L?*{-{%&BeqJ&K`pR|>rMUIXNv(RryEZfC213hJ2&?7X~yg0_gN(z1qT+EX zGAwrj7g!MbBTHl}G|$q{v`t&AlfP?Htat0~3_{rIPwl-df6fmbjo(+$*U8oVbEYi;OEF;e|IMQqm|@nQ z_AXu^!Jp+H37^NR2&V#^cP|hST>lLj0Re*Oud>%)r~!4s#}#PAPwszO6XRPam<{04 zHI4X-Tld$>>PY@t({JneV?*4z2U;lsmT`;(1hl`>0lK;_>^(#3l=C9;`aBKashCh04eyu?y?r#nFyC3I|#J^YaekCO!P=5QH zF8G_u_eb(S%HF?Lu$%T*-oKN?|49EwY2a7-H27cXe1mju1Y5rd~ Y2_21#z