From 2755482e38c74f6b8434da64faaed566dc0878be Mon Sep 17 00:00:00 2001 From: legout Date: Thu, 5 Dec 2024 23:47:32 +0100 Subject: [PATCH] Update README.md for PyDala2 with enhanced documentation and examples; bump version to 0.9.3 in pyproject.toml --- README.md | 134 ++++++++++++++++++++++++++++++++++++++++++++++++- logo.jpeg | Bin 0 -> 117197 bytes pyproject.toml | 2 +- 3 files changed, 134 insertions(+), 2 deletions(-) create mode 100644 logo.jpeg diff --git a/README.md b/README.md index d393deb..01f21a7 100644 --- a/README.md +++ b/README.md @@ -1 +1,133 @@ -# pydala +# PyDala2 + +

+ PyDala2 +

+ +[![PyPI version](https://badge.fury.io/py/pydala2.svg)](https://badge.fury.io/py/pydala2) +[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) + + + +## Overview 📖 +Pydala is a high-performance Python library for managing Parquet datasets with powerful metadata capabilities. Built on Apache Arrow, it provides an efficient, user-friendly interface for handling large-scale data operations. + +## ✨ Key Features +📦 Smart Dataset Management: Efficient Parquet handling with metadata optimization +🔄 Robust Caching: Built-in support for faster data access +🔌 Seamless Integration: Works with Polars, PyArrow, and DuckDB +🔍 Advanced Querying: SQL-like filtering with predicate pushdown +🛠️ Schema Management: Automatic validation and tracking + +## 🚀 Quick Start +### Installation +```bash +pip install pydala2 +``` + +### 📊 Creating a Dataset +```python +from pydala.dataset import ParquetDataset + +dataset = ParquetDataset( + path="path/to/dataset", + partitioning="hive", # Hive-style partitioning + timestamp_column="timestamp", # For time-based operations + cached=True # Enable performance caching +) +``` + +### 💾 Writing Data +```python +import polars as pl + +# Create sample time-series data +df = pl.DataFrame({ + "timestamp": pl.date_range(0, 1000, "1d"), + "value": range(1000) +}) + +# Write with smart partitioning and compression +dataset.write_to_dataset( + data=df, # Can be a polars or pandas DataFrame or an Arrow Table, Dataset, or RecordBatch or a duckdb result + mode="overwrite", # Options: "overwrite", "append", "delta" + row_group_size=250_000, # Optimize chunk size + compression="zstd", # High-performance compression + partition_by=["year", "month"], # Auto-partition by time + unique=True # Ensure data uniqueness +) +``` + +### 📥 Reading & Converting Data +```python +dataset.load(update_metadata=True) + +# Flexible data format conversion +pt = dataset.t # PyDala Table +df_polars = pt.to_polars() # Convert to Polars +df_pandas = pt.to_pandas() # Convert to Pandas +df_arrow = pt.to_arrow() # Convert to Arrow +rel_ddb = pt.to_ddb() # Convert DuckDB relation + +# and many more... +``` + +### 🔍 Smart Querying +```python +# Efficient filtered reads with predicate pushdown +pt_filtered = dataset.filter("timestamp > '2023-01-01'") + +# Chaining operations +df_filtered = ( + dataset + .filter("column_name > 100") + .pl.with_columns( + pl.col("column_name").str.slice(0, 5).alias("new_column_name") + ) + .to_pandas() + ) + +# Fast metadata-only scans +pt_scanned = dataset.scan("column_name > 100") + +# Access matching files +matching_files = ds.scan_files +``` + +### 🔄 Metadata Management +```python +# Incremental metadata update +dataset.load(update_metadata=True) # Update for new files + +# Full metadata refresh +dataset.load(reload_metadata=True) # Reload all metadata + +# Repair schema/metadata +dataset.repair_schema() +``` + +### ⚡ Performance Optimization Tools +```python +# Optimize storage types +dataset.opt_dtypes() # Automatic type optimization + +# Smart file management +dataset.compact_by_rows(max_rows=100_000) # Combine small files +dataset.repartition(partitioning_columns=["date"]) # Optimize partitions +dataset.compact_by_timeperiod(interval="1d") # Time-based optimization +dataset.compact_partitions() # Partition structure optimization +``` + +## ⚠️ Important Notes +Type optimization involves full dataset rewrite +Choose compaction strategy based on your access patterns +Regular metadata updates ensure optimal query performance + +## 📚 Documentation +For advanced usage and complete API documentation, visit our docs. + +## 🤝 Contributing +Contributions welcome! See our contribution guidelines. + +## 📝 License +[MIT License](LICENSE) diff --git a/logo.jpeg b/logo.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..381cc11c587fbd2a0cb35265c669e9608b6199cb GIT binary patch literal 117197 zcmeFa2{_d4_dkBWXJzb+ETNI5L71^GsX>Iopha3NW6!=NT85&MifEHG5$z?Vw4$QD zgf?xW6569h+wZ)`lAh(W{IBotdtLwQ_vo6L_j13_eeScq&bjBA=jYv@tw`F%(b*AU z7(y8QLqEISpSo}fG6+9M?k(YokpXb52A_dEqZofAgQWQg?Lih>Vu`{FFzU#_s7d{! zB7Yy17#C%gm>3pl6&T=eYHDh1tj`X%4AM7Y@!0zQ0cI?Ho{_PUg_)@ln->rWb4dpc zkkjcW=O6#4Ne%qt@nWH@k5{A)m1V8GA663%^OkLZ$8vQiRs zS!r1XdAg#Sk-D0Siki(>15G1m&XmcMIF1fnpZEaow8-fWj)5zJBIl>3rKh?1t=^cu zXhZzsw1q!`2qv$fpr)*5t*&mp(96+l;eY-2vj)kCpc)JjvC)VigArx0pXbpiP#PH% z{^4uG|1biPM5a(hL}_9$pi&wUFd~saB9h4@65L$`_Yp~kEUV78rO0{sQ%A?rjnZ9UN>~6JJ4(xT?%KVl;_#8mqsOX_ zpE!H&d|my8i5g|Bn)?=ROS z1M4D?NJJ79Ul&H0k1t$?L{?{0WNkgD{;_hSjnYKucDdUR)rx8ud%l$qh`UJ}p=t6& z>m9x{;mZEAg{A+0TG`OTeyytoi4!qU9#IBOK+kp+ud8G*i?a~^@^N7b2wCvjux8LAKk7oGMsK<(H?ns2;?d<@{ubBfGUy(Y zr(@2OojGC-bnd``mOi3;dI+x&JRIog&o6zXOpf6S&ji`4XgQQZ@4|LAxaIXq8 zTRwfxzRk57EoBQY8*Ypl(RTZdOUPIrE!fBO9FqZ{U>J)3<) z^WB3?FO}%yCAHU`diKm$o^yVRxW+3P^9SqHbC#Uld3bz6Lv2hJ!y#u9gDl#8J+*1y zy^<_u+xnO5lJ8$#H`mkt$2I%7r4768tzLfaQ{F7m%sS0L^>GDP7`qwSGPUxJ+EquV z-?S@t>N@n}^(0301yvip!rZItjE_AEaNg-SE%32b)Ao3e>E-zz4hfqx=pG!hmcACE zdpIEZliOdgx;Df;aE)tN@i?qTvEI079__>pDV-(a;o*YAsx`>S{jv_rPD-rvdeVix zyW<;z+z>EIO!romBi1gO1ei(WD+u@m3XOUe5|5S53ELf_d}giI z!c@$ZqemZ#CEHo^lguiSPXERkhFSo!OS?(noa?yZrW#Xs>#jm*;(} zF}eMRUCxp_qq@S6u8-e2DSX5n?a5bi+-Al(T62#|mTCDOy7~G|-a@Al6W$!Jnc#Bk z_K_GCq!5}S-^Sz|VTtUqpQ;(XL7hB%hLU`y4gjL@5>f}fE`96j!TK;G}1 z-QoM+1yv!M*6$vx>P`-l*}wnR5!)S-b@}W|su_*}K^Z&OsgDyif1@(qe3Wgc^SDNX zE%VAx@#6hfT8A`lwGO{|VNQ5)_5Mo%YuZ|@Q_HWnxjq@~XgPc7wjZa>>NYrLh;6p3 z)9zg#cj#TcuD-!j+mzKBd_L=nT*k$ZyG_1+tjr%fe(K1Z>!130n|n$fE0v$t+VWsi zyw1#@XjXQGzFym-dny-*(U0!^L}}tZruLN)_b=`x?|mpvc6{%8?D37Sb~(0TdtZNL zntk$5&vWarUww1!WLuJ~l!x;i?SPvQ1oAx_xfmWJ<}Aq^lNv4A zC3j)!l^^wT1;W@e(* zdAskN8UE&x$O3$&h;y7cSv_Lm?yQ;nl+rCK+uEvV3apey%jOGu9;3 zLpyhB@3a82aq7!^r;qmDFPfk`UG@68^UAYNv>vN&dSvddN0M9GJ$+2(r>|<47LN1a z>20RvD89Acw(xmX#)gTWyEXO{3D~Hqq^dwmPo;5m(RS}NhxCr1g~yzq=#^G)4Xz?Z zF*>5JT9~@KHMKOktw~Kyett5C@=(2oJ8$EMQDJjl9eMBQCc!N7V`=AL_ha|%Y0STs zr)%W=aEp0M)S(3NjZ?CBiMEVN>ygj!-27aF5+?E!Eo`1PwS>9Xdf^dzLFx#71Csdt z{EG70x+&=*0kR^`7M3$|vlp8>@d^u$f9#w~=AT%z)MC%NMH0KGRvhjuKlEjPj6uoj z*`gM!`{Z8hx~{ZLf0StUezVdRnFMO?S|1uQ=w!m;ux-&>s#W@$kG^=_mfusuv>*9@Ui`|3G@R(Q%a`BZ0ClFrZ*^@*BauD4CB&24dUd zAJdOMH+9lFeat!X$_ajTx9F$d9Zfqj4s4%l5jfMh!)$6y?2#msJyrs6e%4u=^xdmz8-mqe*NA=7r zgLm(C-g&I|c(t*!_w0`STKe*h!CLyl1n7XYAf}5s<9QF#A{h_xzr8#g2%e2F!t3tY zjS7?LtBX6^O2SDhKXH%xi%iL>sSW2?Uv=HAJwZHje$^zzPT=h8z#^2M_jOffotcE-bT zk;iX5dF5sIzGdX3g4@#5e9@T;ev_t`uDQI(_|*)D+@#$yDjn+5>Xz4uK6CR3^#->79p@ddK4p&2JicnhG6mW5BV!zOr4C5AN|w%# z#xiy8@p^jtQl`zVOxS&0HZSk=rNZJyXHf_G4BJhfjh+nv3>*+WA4H+Ah2sIp|HEa{ zf02%aauG_-fsT#MyQZ75ZbqUi7Ln%R;h?$h?#L>5k|o45LR7{q?guv;vY6N)m>I%t zSwb8%2;cym5wd)k0M~FNhvP8-TK(A01uo-H`?%ovYXF@Mk{kLg#pe=^1Vq(8Az(fi zoW2mP0qIZ}BD{l-#joxdIKY^LPwRvNyu&ZkfcHPXCj7hy$ol+1C8aGay#k`+{-X5a z4c1*~0}n=Q5ApB6l2#Jje-we&g$BI1ApeA*z{vRM;Dq`9aY42rK~V|8juDB;2JG0t zu#m6>{|K+>#5i8i)CDm?$&R532{BfNhP)($u$Tm%L3CV*VN}rkcwTg1P`u&5_;}&? z1Q>6a5a%Bj6%=S25fU92mJk{l#&Zn{4D*LI6o)hD%ZrXm z0M_ujLXl?_A9_DI{DbD$XK9DcNa1=my<%{EJigG9ph(~)VqgiuF>%q6F$rz3_C*07DLc&(Hu5`mmOeu&5zctVZ=IJYwoNIa)`&&r%9s0XH=IWiFI% zbX=@mggbt%Prx;WQgP~~ z;X%o~h{Sljnolc+b@<06(1Rm_qCyfvmE4~PM)^kuMd5^l8Ik@`VZkth=N}Og93Sd$ zWNH?O6ZB@NPS<~G$&M^5IQ9I+ocO>c34QT72eVy#<-a4J^}$E8c`^Qh&iIrAf5h|w zRyBpJ8u23jZ0W*I0gNY3$JyK!8pyLs2up|vniuaM850pC>>-4~#o*|;NdJWJUrmJY zuqaqX6fekmV)EGJ$QY|I=zav5`kVQi`kUzco0=Hwo0uCL>06qc2kM)d8=F8^#N5#PY32P0xr0W{!sj+d@U)gXuV416-EEkCZCsky`k>vpJB|u zn_(an4GWJZUxT+*ya=bMkeGc#Dd#fD*q1{;%E+;PN@CkhJwL$-(e^I)_Xn4x0T zC{2lym?YAzakom&!p$#65J-gMli+eXd(wDtcj?cuIIKzgx9X87oRhi1RpzJBRrk+p6T z)Ro7K$nWhOPAAo0(Cgs#lh*lnq=$TYfNYsr80T$Zcl2{9?|F|SR>g*y>r^cIoUY=x z?nYYMjD0hQxh+E0iw8WgKUf&?{-Vt{WNhGt)^4~LHZGefVP1?`Xez3w&!jA7rBhN^ z>7)Pw5&Ay_ac3!qN$b9TOiZ4x-^G%ki0WoKWqy*tFflS>d9uY=q7>pZ5=D++=fGBC zDc~nGIq69e(E*T(z~mWGN&4~rY$i(^zeSWAHSE?TdwYhb8N1(j;u8s%%Pw;276$o;zpgNN zz`7Q$ZgxTM*7TyeNAq$rUbK~KcSQz#30pZmO=8+6hnX9l()TP$HuRqK`TUlBTb`c& z8e6P>GDY&mm5Esu&+2{mFW@>IvsaifTAk~(a>W*(YVmb1-nXerxka$37;&S8VM zMH!sMmDipo?kavWGgZFnMJYLGf^&PkazW&me;kp&8;9Z@`O=H01g7pu=q#5+B0j#hJxNhD8SP{BffLV3okK9HN6| z>JQL~=EcYSk;Yh-Hhp{hk1!J-ecOC$^(kyxYf+ZrTA)(Acw z>6jJGPB|fUP@k)RU!akpST0y6^eRIWq4o*^^knQ3FFC(Lmmc`dVHCc>*yGd2Dv*p`G#M{B znD||dD7`*=SCM5Pja&ttaBD#y8uQF>?-O0x@Df=J+?Scf9)1QE(7cW02YH%m`jiGwmu7;hPdWKt#I3%Gd zgTYx$PGMMb@r;g6z>|tTq?o~cK$D~W8Zmg0IQ*h8{TQ=M*pP8d;UAuUEQO~m{LknA zO3F(o{5d5M@RUG+lmI?)mPLxxk%}F=^L|-K@2pU{Z?@HD+NP1GBO}AKirNnvm5P5UyTTS(M!q&B8y1(7E7cO#+q^mZ1i?apyho2 z-gWi#Je5cMqaP|?zfEJ`_f}Y`ymhRuWG&%M=1nE5%J#~OpHiRgxlj9a_uK7U2kdFr zz05b>I{FQX!E)c#&v{>ZdU^JWQAVo!ryjK58e6cgo^aV2Q6owF)R?1akUHyXNIU8`s8 znyWA~;K1j0;^DsAmn5sI7aVlnub-N4S$Q$IE!w5w(`f@w8pXY}g4$vcXTNiW_l0a` zjMX=Z*3GFK7u2W+)~6NTx+MOtKs3#);9LWkqfa7ZVR@1y^ic|-I-IObs*w> z`117!HN8%~Sl&9b$s~1}jw7*L!$hR~A?q%)UUV=e0yM)?eou*5CTmK6jCNqz4@Kr- zF?t~Fq?^+TgrQ>^QGD1jX&_Ifo6A#JvN$z4JmHG4DDVO1H!O<(Wso191r9`zOY-E} ziaXlwsNBBrcFDyMF99ockTJ;F(X2?8!QeRy%N#u{(;EFTbH#xV$C7R01z*36kGku`sSj#fF~6T3Rj%oW7fr6 z_{Kk~PQ`m!<6FfzqsQkKVcM1UFQ2bJ9M%%l*0-rl=IiGlCfisZ@v@T+{BT&X zz-xc?)&t`m)8?sKOd;K|jep?Yv|BjxO!vf|IsJ8(6E=4IMvkvhV7d zCuKvc^o-DqO>_QUB=RZdUe!*8O(oh@M6b#F*fnXacal@=_nlr;5vyn~u%d`PA?TXg z-G8brRrGLG%IMLu$qPMSEUet8>tcDcQLVPRpsIjoZa96Btyoc=^DFNODaW!*_Ils( zKDD=u_%-O#Yq8>BK$lbF6SjvX#3xLRo)-lDmhHSG|A?6iki!&qu%L*7K(4T5s5YPy z1nCOdaA^g6ZGbI>8+WxNMngM;HFz6{o zN3o@aafw8gqk2MvGCC@dt;SLT*Mn+M-ZhLD7mfEU8TQd}G11T>gvJOP{1Lw|Ca3x9 zzH?kqgnv{Z!#xIXB;wsG#+0zgFlZ?X>nq`K)v2NW5kc{csa{?T2QN1(dt*yz`${D%m@n*Y0C{@se5pjHvGHsKd*&VkS;1qK+? zgW|%1!+63~Gy1^`{&gJTrJ!Go;zcq`h*DT=HrvvOWef@glwxe!e`-VW`-9A&`PMJ8{yLon;N)L}mZF6np1kj^b=$~`c$JjVB`RunIyM^Llp~)Ga-1|j zw{}iU^pc9b_8Y}rwtK3C3-0%=%*a|}uVNrWu7A%-z9UA|{4uA=a+RMz@m*o`qv@Je zKE3cRoO7JO6`PjBcmwscqe(O}1j`+UfFU<>y zywOA(O>^fbuXI6`>Co0*?>Wu&TLCPn9kDxPFwgqI_Ue#!&6MZsB}nQE zcDGvCQ^sU*0~aqSBAB>7sEjf=&1jhRboWP9&(Pk59{!^)jq_7B-siZn==`cjlf0x{ zXM9b6tj;^2VDjO_DlJO6lm5GFYtQ>y%eAg~DRIhe)3v=DS7qt#Tvpa~GpRkNh5mF? zq`%9vO_a_$#rq$d_a>W1BHiFe$93w9YV78RXiVIG^3&5hedix#?2{}}cx3UWebOoB zBk%H@koa*MsOfPFo=lk)XS?VQUsvVDvKgnm3T=G4A58EV7n40%uw&^}Mw-x2>I(Lr0XLDbjH5CjL(y=RRGRt`&9ow=d3<3ivqKyaAI$lFZ4h9@y z*&j16EIKCMa3U1*hMq&^v_WV>BufsbsznlK(FQ3IMOaEhywM3HaWxw9LWw85KNl{D;w$Vc^hr~kWOp~C>_~~xWUmdQKbM!q9Sc3DNUtyuiQW+Ur)JnyJ< z!&laq?l{w}b}3i3c||7fJE=8xujJb~1(a)rqgMxh*?v9ql+6Xnm7=`WrYDrzA3d+l zI4<)cVb;Pc&#$%2&v>=vREBY-2DobYzGLUloO?PoY0RlbF_qbSk8Nqp9KAg`e8xP# z5oMQETifE?*S^1bm*Hc`_;Gh+W}sHEpm|B6u7{XX=rO00y^U*VO1mstwy@S}H?3L~ zYFksCRnAN>J*9Gg#+UjJjpuZZc)ENp*+Ph^Q<-d#C;j6!+gHYS((<3_lVx)&!d_>s zI_tf3%jd=C99MpKn;n;=?tkXZxRNR6Pd7_M6nf`VeQRCgpNBF;bv$Y&_=d_FIZ;us zq5Az$C+s|TSK6{QEA8}drW78Wd1 zF16B^V7N?o!+q{TnsKq~ywl~B8I!FV`T5;<_2s3sWC=-OT`2;qO{TBkUwg5Cb=nq1 zv+A;=JhyXp_d1=JG0rE~Ob2 zrP_J_xNyxg6UJJRy{q(=&QszR)xX|O?PYmtJYFWdX<>Wsl$dvmuXXPl8T?3n?LA}n z(LGecFP@rzqq7pO1~X6`<1@PicI1`NZMP=aw1HkRwu? z(qG4q3ifyqc>IaPQ}=!OvFtYy6$#!SrFAF0&#=?>3GQWl`Kik z%(8p2qTkl?%g~2DyY+k{!joQ|;zSUAeElS+l~l%YRFpf0^(j`txQGi^uX8_zLD^&ic10 z>JNFdAHm{j(#sa!apXUUV&T*tzc!Q~7Yyb?NRN@Md91L(bI6Tz{_Vtn%8mc|)Cnx{ zAxwcc_DA4nT6q8EcTn=%MhKP93dYAVNWQE&EDwsfaBCsme9F>A7{>Y^z(pby3cia0 zTMff@{Giz?%+OS)@rBt{Dse7)+}LWR*nQ`I@N3Brp1k;xwal{XEDdiS4% zx6HY5Zr(K7{z9o_eM6I^uB+#gFKALyuzl9sU**i$s;rQsPR`vkpJhc^KYGJHKEG34 z{=u>A1zkyk!&aLj*L@{yV10Z3W50#cvwD3M$C0OadU_7U zCU{fQF1K;ZtQvIk=NasAT*J`(RGYI~H8*D?XIc`f>Z1Nd}wV zjHg777;|s->}N-v>8gkJ>VGH@b=tsoVW(5BLXZ9;v?Ex_{|nidAS}iI0t5`}n+VcL zTF|ol)j1(Zu?f&lQ6B2Mh!WWn!|r1wXip4oW{Z;9Quwy>uZD;Z%kbA-5_>d>p@$Qf@QZQkgqT+T{6K8!rUke#-hl~%?|D`BMxNQ`ZD zX5KGXC#>~z#j1S1O30h*YC48-N0%_=jvX5t|2mnqkQKB8BHjP>y8W+(nNH{!&b%x; zop2lSedG3Y!gct(3@>9`-RYS0_WyU9Ld6<1STmJE){`U>l!@}_LQeZ+^Amzy?Dcu= zc``2N7rE#s2txjsG&ejHlgS9IyX%{{fHhiC3bL5cblGepb0Z6%p$ldM7g+OIHoqE& zB#ezW!)XHq@Y2P%!WNqz`x7^S*w3P8}CFC1kfeN zA0tw?Gqw*NW0`_KuuM!#L&>FT4{oIwh+8_yc8QFM`#fplC1TpAxJy4jtE-$)ujXZD ztiPsZ5XVt3kLs#5c{!*0xQ}>LJ#B@NX~@;XLE#UlWS%R>CSG+}erku4f(6jG^baTgy2|VjA)-~?Z$NZ5~)m+=886$&crYIY3?}{%#PQzJ(ek&=R zfGD$EU6Xv=>dAzN5S0#Ttut1#L@K$W`_lKlz=Hh0<*;!{2DE7hoX6<%C))vI(>5=+Ex zr=D--1onda>&i&Q54c7T9OmX)7f!4B9O>P#cF*}+Q#Os6p*-UNofSG!!p4H%+CFQS za+2ush#%{kRljSNUwEQPt|+_o!$hB4l1qtGR+kf7G3$MSZkTzmkCwlCvZH<5HYI_9 z*_Z{D2ez+tK4aN4z7y3|#HUJOUq>ad%kQ81zWF-s@^R-FrqR2zMgF-@7CqgfH6dx{ zn1?g+PwiI{>3LplW7s^l`_Q3M=HYQ;*9R@QJxeoX?s@&6Z`Gb3e<+yKK1xw<+SwY# z?!M)d!{)6Pv%29oLXR(Je(a;N+{H7j(3M|#w{`03HZ@M2roLI_%s$7JemNp>9kNrM zdi@ua&42sp#MjE`n?%>P8grMmx5R>W>1;IYvo<>F`@Jiud$lZMcE07LzIA#})}Ft0 zbYuf9(&hb$z>DL_F3Y2`e;$l|C~?v&DLBXY;>pg&mZ-%EXX`56$6pyMH&O1!OM{=G za-ZKH?mE*r_OhY{+Lm-g=0}8|&CiV=7K!rb(x{V{%vjP}tgV~TaR1OkR(Hsb@e;@L z`D@QV<*pbhTfK^+_q+oC9^*`TYhiKu&)Yu|_(uZ&NZ=m{{3C&XB=C;}{*k~x68J{~ z|485;3H&30e{5JnHNh<+A>zGJ7Ju8 zyR3WU*4II@=PsQ(-@t9VOJ5=WLB@7n$oQw8mTe-@f#rRjon`8oiOc#*1yep*j69Gw z{#(;T&&g*$dnepU^66chA--z@yLh^6o$CFT7YYwt)e~-qQp;2&PL28Gu=j0dvxs}- z{Aq7GZ&v=Ch^^b_6T#R&@veu#>vTN}_vx8A3%+q_{2v($3|n4*$<6=B8Ye=d6=@ss zq%tSgR#-f22^hUTX-xCX72;~iA8G~hYt-8r_6OxR^0A*0Z2@h))BV}+^nQx(@LGOB zS5Nloy~Lu6k1g{yoNWyM`Z8eINT2)h5RXF6o zdK3PT9sC3x{JM6&HRaKLgjN3UvXw)osIkoY^^OES+s`=#x7;N%OY~dB?-nZD`VA~ zpjT)3p7MOYHFt!aiduTwJ!%72S@e6TnEIkB!B~Er6^$IIsQOuuWY3>_Hf^RD--<@j zrlima7gI6o`r!qFo3VXA_%Y#@SLXXiBQoWqyTtDvd;rOM&^B z2p18fkA`N))(A*7Ak_@~Z7E8iqvg?_OfmJHq<2|_+NRYN&KPu+;B zNGIpWN&x{8csv$nT#l`2maJXpfDGpz5y}|R@eh%yY9PWbj-cn4QZCd$Itt*^5DOMA zAix295Q&X^>FfkT+DwV-?$I^e5p=ntSk8qQcw);W0cf{%iHN{N*;}Tj&IVf`wSy%f zX-YPu2Wdr2EPiPtUm>PG6f0d`ipID#qiVxaL{;p3#FypM8;~RuX)60MJ_)DTLrd z5G13rQ==5YPyGO4Q2|NmH4_U(0#X2a&PS8{IW#vWW<*9KtDbU+&b}_lKKm^bo4O{G zuX-UI8Lw$Z#BLxi5s^@b%z#1+Baw~*{2gVUSR)Fk8VKVT&!AD?8q446+5m9(ikdlQYkd`&*r3`Z-&sLK_;+8K$ zF%Sotcp8yF&V;8QIN0n2(4Gf}IyWC>!ZdJuz>q-7G4UKpRTd^7k&+YzDBS^>!~<<+ zy)lP&swfmORAM7E`sWJx*%hY1TU`+G1?1+cHAvo1{YZfs5+Wl!dnYEO6=r- zYxi?#vkRNiL`PMsF`<}LBVUff7l%2-uCud{3mSg}@l22)@B;^p>VSjxEM$MD6n-N| z8F3}&E29__6w<<1UNCMchbCwsfE;0w*R7QiCoY9cI5?V51TA+IAY2IuY~r?Y(N4$y1q;g(IJ9I?-yAl0&dU3g6g_A)UiLJqDOFU&r5@eyy*m`V{s zQ7fH~#*{L|k z2c5O>={?{elex&MosM>>HKVKXV9=Iy#BZ-e1`9xv4M+;46k>wZKp!<@N|AvP8%)s; z{6Koq_lMS zh^o7=8o%d!0z{24&>a)At*sSMqXZ=CBffayI}Vl9K-`4{s1TfJg9(x=D(1^sn4rB) zX&kY_LN3vL%oi@-1?FdB7nAFRF2R((UH{VSg{D=mEk`2i2x_{`r}VdX$qDgxb*qaXJw;ky+p*H6C|NHc>dwa}bC{?bH%0WP1(KYv7l@!1ipy_?{r2 zO}GZZd-!mbkah#iNJl_cR0Z!8prh7Yf`Jhe`yPs|zLSOMU|^oMZG19lg4A)$1&NAr z5U&8uf5H(>16v1ERtNDWyaHnZ@f+76bt3o$&IumXhn!e76tl~_&ctfC$k73@dIx;5 z55~|=hhk^>GHWK$(E~2FHXQd60$+YnDCSIh#}QrU1nL5sifdTMUkh*4~ zfFz_e7o1VavW<@*Q1?QZf1Cj;lqo>|U`&zPd}P_lL30IJ$o(uhzyMQ{)4#bQ>r$ld zpA{y$TC-!DPtH|lLltAE*0Pg);-!t(b3E>aIwFDyY6&47PS||oV&k8UM9)FPd zM*&s0eLqtFBtVPaycLkCkkpu#-(FxlvKt0v4^FFU1)3lnoSTotQ@B_?#FjLOn-JU) zm{YNEKKtwrn->@W0=dzA0xZ30Y0Y!KbOW+#Ahhxng^H7Rv#3MX2VIbz#r5z!?Y`CH z3L9=^X;Q~E^SQ)1scrm`97&HyU>iW+3qgJuv?msAUJM>aJh4foECk_=@YNI5TYE`w zl`@H9$L3{mNcarY@^$Ea((4z(-&0BU0pO}UGyMG9+pH>26 zdeAcP9gTR1%8qz2bt3S^Rr*7dP+^kR00l@Ob}|uy9TPkFf{D?C`SgR82o?5#8%lwY z^ZT8N_=rycLU>Te?J;g!3i7n*yUi!WSaC@Uz`hEQlnH{g zM7_x}jP|LsA#p*5lI5wqcluOPCzBE88iSZDja_dWfokfpzB2%^b(oexh z@?T<3@SmK0!^8fN3V|v&_I3_U!~|tK;<+spe++jQK`>vuwWkg-$2AbL0Euyli{Ewj z3a9~mnG^3g5@6TEsh|?g9syM)5%*FKt;7WFVMCm0Mz<}&w#F=GVom}Ir~}N0@D$8w z;8_~tQcIDgBNKyoFQ6QTgd^iThK}|vVj>ih#u2dvj}Qu(iGU*-q+Vko>w*uEn%tG} z*?>b6)N1>RgFXsKOG*dqrVSM1(Zt|l5DfCs-rM|9Yh94*DdqWNcHLGqd34V1eN4Ec z6<_fo{4h7)BL<|kp%st)vGrm6{2E=34j&+agBVA;i9=`5knh=?lC*mktXx)I}`27*ch*2D)g-ejUp7}{q`2b9RgeO+jd{m!$^r$4|7 zwM%8%#B#7p;AoHdbTdG~MMn_7^*J9fl{zYHAi7!qE^BakA2hw5i5)>)Vjke$EX2gJ z9gsG7#;%V7GB7+v4PW=*W1v7PwE)d|xC=7}3{U`aoYu{eRBPiaTMEdU^RFRuA#c6bB*EqKk>0D?s!5Lq4b)Y+8ikz8@)pnt+QZoDMKT z6&ms(nPz>sX2apKkV&SFK;#7^IvoVT7eWEVv+|vOIP%d!r-C<8)$;i+0-7`EfzDIa z5%IXQpQs}8iUZJ(-C2jU-IsJgz|DiYBOa7p)6KyEIzg&N;DofXgtWZI9BP9XCgp=X z>JUy0k=pnw90FevxW+vcW*q*3O^q)=N#N2Hh-^^Ns3Zu8)h6h533ybfM0F8} z#mo2OR1mu;6uX~kK}U~z&`w+nxLNPWjvWwq0G}@2fJX_W0?y>eBk+~76M=O)u_zx2 zLMjncV;l|5gK7X2E7TPcr~3@ObwCD~fGk|4qe_E;z|qN4;FrQB4qJHvE(Gj0Upxi4 zdS%B^`dD0pD; zvyfXM{va$;Tp6KDLRk#wNoWSdgLFI?&<_d(*bG$%Bz_O#wt(zWfa2aWkv3nB)C(yR zbk6M0jEf9a}Y6m>#NZMa#B7ew6Rt;DdlEfWc(hDGXIpCh`cN{WH zesMlO2I7k>6Wj3=N9%uDi_oO8%bYeoWqdOpV(tRE1xvM}A@^Nip`d5m+x$VGRX7+6 zhN8BZ&;SAVAPc__94chYNgstZAF_DPr}tYYCtbeGdmM2u*{CrV!IXM+ERx$NEq-JC7sTaUc{6l~cT+@A`72 zq)Ka};t@;<%5|m+l#cKc&BiMUKDd$Cnph_Uc13|MkSLDm=5c9Am($OY03wMu@hz@% zY1HjR<$Zx%K!ku-1u3EdU$IgpW@!F)pUHG=X(SM%}&H4Ega$R#b3K)O&YA{&5^1yG_Zs1@gkUVu<7 zqPh!RPoX8DsI8Egght3`O|lRW^7>Z;DGqZ*+!~<}$(I11frJ6ghII>zLR>gg0NO!j z6)hCX@NdKgmGIw)u|IYW7#yJ&2tgm<2tHa;Q3EOi$jvRkiHHckHne(>H#Xy-33?9U zGzb^eAR*}VFuN}b$N;f&z}_f%H{3$;R0zqp|7qN&byQkufZ9W`%kj_?TBoyJ!r}(q zW~t!aI&23!lwgH)1PW29Tt=M@q0LiKkR7K3K^g~J7zZNEvH(yw8R-QoBbNdHwy9y> zg@S`Y6P~+5#=lg25oEaoM_LH7DRg7xc3S+(9m5wgxU4oleN^~wM)Fsqgsb4j-v)EQ zmI{UVY+M4Mc0h$9v5@nA$qaxo6(T7akpdw54$cD4(<=w7YN18r5r$Z0g7!h-?g@c? z$2*RAUqin@7l90ME~Y_HFN8V+k8_141T*ky{2Sgg~f8$Q@-%@3{&*|ZGCP{o2bm2eFqcNZj5 zhfrWE)NoKbOCSJn_&qSmUw|E|He$UMmmm%E%0Rzx>3(FWkv4!H1}ObkACv((`3P-t zVDUIVLMlvv7h@VBg-~7oMn%{p0HP`hcoH2lWQC;-TtdhFUdRRueqEJ!7Eldu^A(f? zq}Ety8q`Y~b28T)xqFF9#L>nwl@C+MM5^Krbc&mgD{gIrb&y zQlsMGM~@4GVt)!@8Db^ZF;v*lJ0?)4a0$#yP&^(>LH4x(i+@-Cz}Ym5HolrA4pS8; z4eJ^H$p{8);cq{P5R#6oW(;>P0YvCYzdIbnqE7%DaD+2pw1bIQsBRE1BuZHk0VSJ@ zVh1k`30}w)4Xl;~7;YC5kQg#G0(+6#I`R3M&>*5?N@aWx5M~S^hbY6zyp^r%4S^|? zuoc`77Dx}s!$hxv7QrtW3geG>BefJyY;z{4VN1z;B$L4B6RQE!E^4)B2FsYdMl z0V^&sRLBO7d+`I6Gwpy_mzN?&M3R6A;41&meEhDf|ADhVf`uU=wBenGKba{Z?G;Co z2+d25=(ff*=xn>bBwpCPgVhg8@yzZK1Flm8K^nUdK9-Q1RwJDtPY8j==3q#22oesh@n6~+8M?@s zgKmTy8lckifv__K2#=OF%*AL38sJEGDO7h)8lblj$Ha_ZFv~OZ3ZnhgtZ4QGBPJw% ze9}#1P0Xzo4=l_+ZjIlkubg8mo`l@cDep-6e) ziLOI!4s~n+-pu^n`2Tm#D117!>4$U@07fDS9T$obL=E2Xa4c_&mj#GkWD6zbnjXZ} zlkl@_+r}B?+r%eBi zcwn<`=Rp?;mGcz=21vRhb=Vgi#@g_O{=RJC*{~o4@PB+h{-5&d$$%}8YlYDq0UA#3 z%t8Pl`pdRAXZd8PCe9TdVcEY>6`D{KQ&)7~U(w=hM0EG5HMnyUZnht~j93>CqoA@`&{ja43-2;MfFBW!>!BXc7 z`b)lHQ~hQOe<32FFzHZ#+6y}rV3|*r!e)so)Rdr53&To8j)R?s28<)+n}X)Xaxzu& z8n@h~t|@E;`M7Mo2c;=-)M}&%-%vnj+3qpWW$f8OXfMh~JeysJB$A@q+1G&FQn~onw#%>;phN+cmmL6|sbT8;uO&6` zz^Nj@4$!&~K%Ks3D?~$R19Krc(-y(?zZ1`J)eV;?>>5F92AU+&*?6vk9cE|^z;{4I z0F<71%S2Szy3o+r`HUli0UYKg!-kOwx?P`K_EEaeo`&o>s6zlfDw2OLM;vxDB|XE? zaRDiMXNN0#(1c22#2fJ~9ei(dw=jAzeq_&_O7JMDn1 z`Idk)PYrdH{}V|8^P~UDm4ICulB&eR6~ZkI1c5n9;HA|Ni2Ji_YX2lgSegp7_f=qb zg*=-F+hyGx2}qv-d(I#WWMop<6fkkC1$jWTv2bO$nt`n75RCKC==$%3fCGEuXJ4njDzXXM5zj!0Q?`a8NinuFm zuR<>Cueb1R$r0G1-3WUCMhA@{)Pc7l5NvGy3NK)J!_|!gq2bF#ym1YLLzKUk1=tsK z4qSj5^ob+^a{L?XMY7NjT-*SAkbfFVvv>txlyHLY8C*joacFfC3gIgR#6~`astCLH zup`zA(p|bAO&FifC$2fugCO72dfU<@MsK+*sw2*X9a9|N+dw30AjTO(tpRAA2!lM} zItli)@QZCajPJ0sog~zaGpTznvAOLJ<9!th-+iLJ{q}|Jy{z>9l8fv2HoRP{yQEfiNo(;0YJ$=@_qOPJ zeb4(Y%j=sIjXIO{y~N{Eu+ye9Vsweg-GFoo533iseq0*Eo%?yl;EjM1@lyCfO&!E7%*# z?r*UOTl^|}uZN*3sNvcVFfl1@zBn$Bsep^tHu9B|O^|pGY?4459KQ3UDuFDBcj#yn zL<5nJeGP~XJk1bGyc)W2UD-!rJ$CYr%D*SQ?nT5I4 zFqJw~JK18#Abplla%wZ7LLC5F|B*jI@BFXh3{o-~Y`%^d3RpNQ!FM;o=9j&Vcb)T6 zyFQb6@QK@Pzk{*&tJ;dv_V8vNwp(*_#Kr(w>iC{~(>s1HlU}^}CVl6JDDMgU@3j|H zhgY}g+0FWis9_4v@1I*ds&JIyjFZ{l-d~-NrFflkea$^;2ID81kbJIfN`*; zkF=IyGv*#$J>Qw0WnoMvm9%TF-f1~b zo->Kx5s;&Co1R~7_}fl!iBPyd1#H+q3m~s^syZ$EKrST5NRL8);wKg4u$1i*1*pwn5;z}K z=?sWp64~9jt1fKM&Mkc>{C@X1&#QZ+eL+-=Y*AVML_Yn1X#|z{Ty({m5Pf98gNa|L++|6fHHh{+Jt z|IzjSw>m_`o=bk6UI)ln=L{fqL_9?Kztrjf+*RZMMq!QP+`A4R-lvBP*I4DwnH+8q zD5L*ENIB4mU2e3W?pfYnh?^aY+p&^4f<6biPqSGacO`R4;OfEPU=MkpnJG!)rN9nC z0EWCzXGX%|D%pMg-!Z?L6-6|5c3{gN;b^bFkZyWN2-jqoMA(2;d)xdDri#{^_KAD2P!O}NH4O2`O;=T@xp&S=>-sU&|BqEP6-5N|gIi_4B zZWWUiXR3Ix+Wq zFYN{Rkl*ctNyY3oE6E&qVA1Hw;+A;4ELYuRwujwav7f@!(Iiw?|J8s|I(5olw}>Xf zZ-LoU9XKwCg8?K4ZH`U}kivc)z<Xcwc@MhZu;L%V0v%(W_7-#|Hp_3kOgUGIzLfXi6Zqh_eCBpZc}{fp%ATvWfI?O{EC4b$Q>cg(VAVT- z??Tm0olfcB%?XJVIj5_L3W%eAsZ#>KpEm?}MhuCPf98_P{y*>5|6c$>(i0pm7a{=Q znIK^1G6b@>73h!uGb;ef@F$tpy9k@7g<`YcJ_+iaLdWdzml}>E(e(XGKdn1BQljMC zT_v7K($BeaOg@*8pPBE7y!JUiV|cXVgj^0!jWX9u`P%rYwXFB|(1P0f%g9%cgEV(V zFu}E&$MWteefd9f+vJ=1q6u&Z#ws91Uj+LzP{M- zWtLr^LSdU0&J4f_5p6L{(3*x$RWGxN1^6`f!`Rd!kJ4_^+nlY8)9H_|uq5vuiY{F%&u9MO*)QUELpJmU zjvU^p-p)h-pQK!KrN3V+&|zGTp56+97tB%&sn5CU^ZF6{YR`7z%TvdvWQc31&lLUW z;ZT|jmF%^7xXiplgSXHT&0QJHJ^a(NyjDNVs~c;T@hT?4CEXX7%Z+t(=y4k!a3A!r zRdr%~%%#&_$%AVdO-4Nt{jlM-weJHKE@s5x_7+0K5k=Qy42>ZJ+=+J(uJh8_=9H3jl-wdWsRq*`vffZ*z$> znSi)CElXXJizcrlVF_ouv5;s;{3*E>!XN|YNQwg(Y+G~KD+(P4h|isH?_cq$ zbiE`D6~r8-N1yb_y69?u_Lrb?AqVQTilFR%f^cQ2E6^KhLBJUyJCf}HW_hOPmx1W# z&-UgxZy6ACGFpHhxIiMr)IlLs#|uz6gdDgz00?K_)jB8EiMgKr>jdD%FeL(o`+tta zd6oFT&lTq<4q^bj=wRF?KNm*+w<8EX%JpC80I!1wAnxsnOF z#_l;}9&hm`Yp+qnfA75UNJTX9w*kcO-a~1IPGqrd-ujx}Pd$Ym!gIv(>%S1Reo71! ztzQ{w6;p;XV7%wvE`zy~^$jKNE7#j!N9pG0%j&(7W`%jLuE~5TZbl(0 zuo~U8BVgzQIvGE$>(8Sx^hzGfxZ zJ%zz7{Z7$5R^PgiW;P(j=Y5a9jf}E{Peg4Bs&aLyfX*S?un)O*GitSHZrzT5c2Me2 zV5#=?z$zHsbI@K5DR}PEUr@Hc5C=sI>mQZ{%{iUdxEnH~_OH!Vp`LOf>7ZX0di?`J z55osBPqvm1a(vysz5DnhdB9z88#y`caKLIbUdPR8n4>khbEU4i{%u}UedF_jRHgUK zPM$Z&Re0{e^&d#zyX(PhO)n?>&2(HX%=f~Drdu0o~@^Xg<{?34iqm9XKbFF?? z&56iDnK-^F zksscFPK`bXmLqY@&x#T#A`u@m!)I|PECk3s|uv= zK;%+X3^{0LySdq4gk6&ZZL2p8yD0LT7sE$hDqwEtom&l}r+&vPV^I78x8 z@KWEwVIW@dpYiO!eVRtVtQ7FS4mmiU6&*KyhUDB`gdD>?ABz%y|ITcrp)HgPc`C;& zI$mgyonLKT<@+_~DdFo9THR~5`#1u9R+&T)aRalP?7N>m_4TubHF_njj*ij|7edOD zhX)tS?2<6@Ng>KFr=Cdtn$vUH&BJ|7Q4Y5BSB0S}@tl&FbdAv*W2_wR)@JkWs%y^9 zu9r?)&p;^4?Lc**dUc)xiy^0M*xJ#r->6Lmp{Wz`uHw=^Czyj{FYE$N5_{|wv&7xb zvlIX~kMq>}{7TlZ*x;Io>8lLbtg)tNtHqwB&_yS%TQSE!l?HVOj198-nPjHP+Fqd+ zBdsD%N9ROrgxe!MlEkCN+b$PBlUSzPS>Zkyt1D(&sWc3#FenY<2yiD*4PiEpUEbZq zKKKivmb{PkB7Jn($@OZ5$5j^!=|0K@KAMYFzWHo@?gw{0CA;6}D6N-?dRH##ea+Xt z(Ll2HwYEZk#KMDkZ_pHBom2D8U6eW1X`#V^WPlfaW7B=_N<#N7Dhz9@c<|@Gq=E+6 zeKj_CXAOaRN{!6g4R)y=ww;-+*gih>EJd&S#UYOU?JbJjV~=&X?{@|IUGT&1-8i zzeuL5t_d~J0>en+Uq~l3jFd3{?6sOQdg3~P5gYj>ojgul{4eBbh&r2YfeksA1ANKO zrxR;O)B1QgfUniN@vYLU>#lok^q+^ZCL}3E^UQ?{&=`1a%1#}o|5yi`;)h18q(pkk zez?iv;HAh}vHy^q_?`gtYFxmo?=>O_#%@!R5|ezV_sO)6h!(?K=I1;&2*UAc?U1n$d=zGMGre)1Zy{mu9Eu&YHiCRaQ#V=AgT>Y)g zC0fFjrVSyoM3o`EpIk97|Kq^?49ADmFIazNHuv*P<}4k)yg<)_UFtdxyM9*IE;t|H zve;2w86!)bxYXxFx*&}s0{#1y0-Ip(z$UT@>_`m0(@Yg?kHvJ0ZScldjcN> zu-2ZZt7IawNc*bDWfwaDuvmZDbzZ`V3P>gli5=$9xun1vn+wDNQ2N$9`wBl&(N|oK z*$V(bC6|;RD4JBEfasQmOs@im-6Uj9h-)Hz8*&%eqph=n-k?qgiW)~pdPhLh#q=L&5lR+@0DS*n1o*#{5MWG2fawbKiy#tpGGKhC?gvUaKvDm6a^gh5ssc2A z<$o*7#IU>TAF{Vd>PE&YvGRV$T)}!0+VexjCzlytky+Y|~xq&@HdXC#~ne8`;*R^c} zf}2WOu58{hyF$%>8iSEfRAUJnf!5#`CC6p4E9heINg*57H*#lRFj@ApSPb4?PKrwY z$vzVF7ouigL$eRN7qt7SCZlclMD>d36YrDw=HIY4e<8D8sP%MA{&5B-r*Da3%h)wD zj1S|qSXOM+F5i)+KODZh;(ya8_5D%h{`c1+ndGq|_89uCA2kZE0vj~9YeTmT zuouY^O2dYRV9C5=Q}b>{zivF)ayFgYsC825{rV@-KHFE`0?FJ;*@f~uc@Z6K^6K-n z?Mgy16MG|fkuaH4R}_uhe-S3>?w%9Jb3IK&6|5G4XV5(s#oos$y2CEE)44ASp!*Z>{CPuVu8V>> zc7Y@Y9_+7JO`_F%gNnuqB9$H@G8N!`$-F3x44>`ZO*P>rn~oN_z6_fXl`-2o*yb6$ouBp#~dG`yK3eX zxm1jWhG-JDI!W!5C-F_MR~qNK%J(qqMW`cveEFH^lj`=%UA|iago6Wv6@NVE1B{6Q zM&&o21Up^e#-Wn_Xm+m0P_^wl1w1-i>f2@LB9Y&g-K34;VaZ^by#viylo`wJ)1Co7g*!Ii{cWVJX=ER8q5G16o!#Jj!{!Md&k*# ziiitgb(>9Ut4!p-@wl+yV&NbJA#?dbt@QGj$4GvfWRr zbeFyb7)X8p^W|&PEwkXCXYx%Cef8<5f7uQA_@ai4FVEyJqbb_qe8-7_~0z zO;dNV-kf1OJd@_J6|`z&*8>HQ;s}=6qEuQ62+|ZtcTia3U|dKSycYcC>%QH#X0**i z?9y`=hhj{jYfuIKI-T$!tjaI`l|^?b{UsxO*&(rdEG4{}L` zK>8GvK?RUq5{9U~`S-wc5D5jMG8npn@FW!dibStnE-SEV2K8`{(lS%|6}@1JOrl2^PLed4u1?Gp(PO8z+MRHzi1d}Y5_ucVaO?v1?+)|#u(seV|6B}pBjDRnlq$z zO}KOb)t0d7-LtQE#6JbN>!;o!WUN@{m-J_AW~J6X4viy)cj&=c19oG2Mo|b4qu^?6 zm^PJ?OK1encoW7JVuVw}wsa#PA=*5tD`IUd_gY~k-^SPnRP0du&H_s+bLGIq1rcCO_xsjvJ7)NI;v#p0jiivGwt@15+h;@t2eXH9C$rAI<|M&)DevoydXv$y)dab|=c=Q%b@Na2=@HQe~nzYqq_89T>I;RvOvmfIjxGki9P%A^=os5-Q|~3lQ!9+ zy?X4YmzF;rAoI5S7u`+oP6RIYnZty zSROj>FC`$BV-aZmHvi?Fc9Ky7&8>n3x!Bk4C}qwjz2DjmYp+_WX#Bp?P^e1V^>N;K_`#Kl2rw_^@C2A^Ei( zL#e3W-1k2}`W4UI_e*~(%6sTP`mqDAO4;qltQ_-W6Ihc77X#w$s@UPq zG8!GQkK8L{t}i83cVFbnek!l@q>T=VH%e2pAfZvE;Du)`@?-rzc(b^R%Goc7;i|VB zP9=Fq(3a~gGDW*;C4b5Ybo|(F1pyYv3N=_0XVg9W$yPm-@-vPgebVaL4(b+Wt{vL7 z#O!N#!ioYz0<6>WbcT863;3KU4!_N|a}qNXR8LJV_-G zDajtt)z#f+D-g`-MQ3TN*5BHYsPkLkHro2xn1!MO8yUjv)YP%{&YNX)hBw;xqruz3 z1!W#+jNI>2nNP(6pLD)LD;p>Z4G?$Z37kb~(Qk1Yg?E#Bpndgj*Bgv0d~7}x_{1A} zh&|(+$KL_JI`-+AkjYuolQy27%Z+2L)UM12CG3j_BYdU(dDn8V%+;J0Lg!61Jv}70=O5w44AB8Lq5xgd!E$-U_;q<{xPL{5u3 zIUwuDr`~ks7%~USz6nnT)Q1k)KYD`>G6wO~LWN(f`WaRWdDTJGIm80={IY4;aEhYm zS7fD%NM5TR829@4JFbwu1QHpD)v$p{o-!GjX!K->|6>LP;ReAsQ9`OB_Z}MmF9{$V zK#zY@Kkqrm^WTP+k#i%A86-FB<@xYW4x%gnWwit%*?$_xOQKxJB_LpAzvTlmoH{T` zs4L#cg`9z0Vu#55KR;!mHr0Ct3asScN5dtMSI5ku$$4uD25CJuXOp|3h zmhxxq{J$d{ocYq%?qA@3wrAhrYnI}DAXiR6EA>^A%j`7e1?z}-X-iwNt366=B?@0%Kgmw%5Bw=6 zP<5l}kKx!#oM1rK{)*H3+roKQtH;x}JX8DJ{Ap81hHs{>D+mQcqRAJ@i|>Z^$24V! zW?;C5qKq??ao-B#O4)v-D63EtXxGmo)UM)bzf2?C=o6;oPr0%M$J6ykLsWe$IKO(d zIm#P<+-i)bpjVh*pr{-TdA#zyMajDZY3vDQJQ&^TvMOiRhVsHYL*Y&fB*%eg^*Md* zboJJuk|>Gn*&huzdMvUZ=)Mn@K^c_CAhghSalf2H)HcoiGsHrNkFQm*Yj_;0@v-wO zoKEkIw$;tN?Y+(o|6rVEkU=tMl-835;l8n%CnEgiy z5wPWVK_ff6H~|2Kq+7W$!RCnZC#s?=-PE7338um%3-{aiWrWI8T2`sQE(>#)VT%)_ zE!zY8nZG18sX6Ag&?Q;uE~Ss+#j$f3>buw^Om`1(GN_0+2LSW;>qJ)5tC9*wc@Ev(2BibyDNow^4R6}*Cm^&i`@^! zS$jtw+8O@t+FghYLC8RROixh=sjv&^q`T|){@gEHdi~L`RLOhoE)ubv4C7Q`MdJum z50KC}ICmXsbHe?`)|%I*lWYpQxB{nSXXg>YTS@&b)A0B|f)d3{4^Ru@rl4L&(N;j3}Hz5J}iLLe3Qd?Z{@1+OK z&D84fZ;`BVGsW~ix4nP9)%Si^qrcZb?jU7Y8JnT47Khgbjo<;{d;6ucDwxL-DV_$i zyVCv9ja6pBosw}kaCa9On8mDmBlMlGA|y==C)vXzP}cok#6r3|#L9YbF z*aMgs49oWyvcq3W7~~P3Y-hytjH_^>yy&r>>wh5{(@$`3Ev{Mjj6HvAIjGclvmiCK zg?H8BcM27@zYq578PA8H_OT3Y%QE-U!<-qz09P4w4wAJGo&Y6Lv4kdvT@2VaMjuyP zVzypTTF&3)&v@+J{Sz}DPna0SdhwxbM7sg4qow+IgoNmgLv=G@oLbG27W*0_gz^WN z{o>GyL426pq{@vl8~A6$q!*7XTaeR>4({+}i$@me-hUx<%WX0D^<_&xPvN!t9I6^m z7snapMQV2Kumbe>OHnK2eeif&uCtSUz+AYN|LRtqosz0wNR&?d8sVw_?a5G%Gg^{y(nbjr}zAeES7lRT_cp~gqrBAg`H^{OQeL{vH``=Otf`eskHqQ2A~fF73?z>cHkP#!Nn4!7n>}y}dBo%By77{bA%wNMB$9 z1f=1)^1lI=(i81@e2^Ss`L@r#V#hg zS22LJA5j-(m|tDb0xXSTA1M&R@17J9-MwIB+!?PC$oG=A=sf!e=Jkc`+n3qcfk^%2 z*WG{ak8mQAIw_h_zzCT^^4UMWhyk)U7oCD^Iq{hAKN6m!3z$=>lTqQ9-az=r5+KO; zkHRm;1~D?c0*ZjimkTWal>qCwUp$r&{`{gko!JOj)C7KDc*GDyL`R4w3duPI zraq8w&k*@vKA!OZljA>k0;!*;Ih_IA@c}r6tFeFtybxF3WIf1r5by{Wx&MTD)Wl8K zP<>>{X6B*2aajCxl<38*zPA6>CuC}N# z`!aSH<7b5t|E?a#YSeNzq1M7@!w2s$ebnNc%sSv3M3+eyAAdN#FZ=1w+7SP7EP)n# zR)hD$-6jlM6?b{P82{!EM{jF+c*wndli66EdatLNaWegZ&5(g-Crfd6$hA+Vwr8gA&S;$Nvh<3=B0+Nyhc72ARqe;aA1=}0&9VE-%64qO2#RAd zg;#b?(w0r3D)cb|m0+!B zi*))uk~SbibvKmKvlcG7CznyBI1Y|zGZlfV)1x5U4{@xFBhche+n>O|Syq)=2x+y$-%LtDUR z-YswJq~ctE*-@%dy2ae*{b{|_{(fv<$)+ZFUHXc!SoWJmaUQri?&6(Ew1d@I9>N7ihNndz&D6JGG~+zV?~K~K zd*b|UkleR~9YKZ0=3GlQ=sv zwDN{^=u@^zmGSm7@s~0;M2smd&8V_xR8}p}#l(;P*xv6?;EXSL?<6sIe=n5mnkO67 zvC58QR=_Oitz@tD7 zyX>{+?bBE7wiiPdzVJ)Z$5q}s?(LdU4LaOb5>a>@;)Bx!$HWqu0^CpxUV$irVei!g)~zT#Up}M|-np zm3~#cKM_=aq~>>h<*~-Cy-o*$u@R1yma_E1eD!`%x++)5NB^zmLNLE@LsO$;$IZsyYu@|%*jUMp$Bodg9 zUsoMa?R$4pkG(cppxwG_Po}3u*U#lF3prPV%K#5`0a&p9gGUTyCO9Cz;E^H7Wx$#V z1CRKB7G7`+Wm6PQMINwbFNn}sLEOCoOXhZNCUymo#=xGdk(rN7H6qsm04=arDCjWv zuAycjgrDOQk!TDEGT9J6KM#U={^P+U!bLWT6W5En9AZbu7;59sJ5;ga0N4mI^@i;H z=jlO~DNl`w*zCuNfIqwiq~|o2|D~abKg$eB(~&-5is1))N-i46LZrVIh3fzv1VAOA zsZc#@q`#FK&+*W+D>dsDTSwI0n;^UYe{-48H5L)Se^x-$?{k;56Rgn@wpZpoJQIO* z`GLSyxMR@hhvy5=M+)ViU0Uo-lGL88Yx(#ff6JfMP76F}rxJ63={c{1E#T#}_uw0h$doIw<4&?5&^HZn_u7_k!gcX?E%M%2^{R zH)v$C>(1zrnhX#92+W1nEEQLZD-uPGk|-5EKVPc$!m}`fs+iQyVt{r)S|pWAgsACW zf9L#p3$?lRxF_@aYHIBzzuGmw0TLl4AIa!ekzU2fUev>h<~iLA{R$l)H+sJf#EWyR z6^P02KdtPQd_fRsoRZsh+xjfWeRHe&cN5P%*quz&0U=7Xm|1Hwrx)t%rhJ}q^>US` zappRkBAeW%-1o}R+gW=ILvn>Z{^m8cCbyBOO!--(Sl*}!hT!ohlP(GqQ{tANSM@~; zY`pSezQFtmXGbg-A!_M&_=V!-3|IrKwWo&P9}~!?LT(jmUzsW?DKrjFc`xdic=esN z4`+O8TsVaKU=PhvIjeAPB{ZW$nEy0V?l^CcgS#v!o*cGvJz<8m08+wzhSLm9& zFrIohPx|~hR)4q`8$O)AWEU9CC9Qgb+3M%A*gTYC@*OnlHjcgOkf(KKLHlO;mpzN% z`|;>X@ZqMQwk;YY`QVvf_xnTH4iQ)#hq3mbDiT@lY~P+Q9m8wAaA!3&?8ocvc`Ax8 z0u0=T$}Fm|y9VrEbg!Sbx-{q?uOkMJ)i|-5s7i2Ysnld#Y{jr9a%&BVvL2q-f82Sc z=GcXCoGmGhYRw$n>0C&Y^0T{~{h)g1k(qh&^~J9ho?%}Nm?@2t0@^s5|Kxmz*URrR zgNB?u2A*2ZIQCt?9Z9Vh&HTbmlU^`BdiK0N4hj~b+4aa|U>Ro5c$2HjSVFKyCUc>; zFgfB^HI)#}+0#2gw$rS3l>6caU;jd8ikIo*VQ!Ks*=$&n<+7jl6Cnnr363p|q=n7P zHG>_#H}k6cLo5zsFKyIf9fV4gvQF%4HI-~n4N6bjFuDZV7g$&kp0>RmYk=ABd99}S zW!yGEztY|7n0hOfnk|wqHtsrAjKt3s-syvOvlW6`doWc%ypgHnZqcvrM^_^9sq`)U zVS;KG@tPQej{SHg`CcfMn^&=W82e<}`k1Lo!4G*+pGkeHFME{SzfL6;zoKmn(oDOi zUAxM|e(ijhQYc-gbtznxWcIoGAj?40zkR>z7>Z{;IKFh2p+-j-F-I^H7y}-TcUkp)D7ocU z|7@DhVd4i?)NH1PFQUbJTi$bo4R75Ezo>vvMUg-6)1HW0_zRKP*s|qAOVT;93r&?= zp{!tO$$4i>fkC`z=fY->_u0}-WQ`bA`%aw@G1sp$t4Q&#UQ(>wo_|D@{6Kr`)8~{P z-^af=UpnN+cPZ=h<2_d3jCc)<_(%f&LFv08jol~%WervV2pKr%;R?i=)Z_+~+9t($ zw;#>a%PaMbu*PR>@N>O?PqkxSH?y|A_p`u9x5UPkl*_2Gm+i0sLZNa|y_@S$781of zN}R4v0d_SK1K%@Pw>nC)Nkq>F;-C;Vkd_iZZ(AT`_AEa))(~v)^_({pltC9sF@dF% z6#&RJ_FIukj=iMtQ}6i*+Tu;%CNT85b(7)fJU}3JzU~Nok$t>9vjwE!BXs{?nXmaD&iIGt$5-UJ;Q(b9~bh^UW^ zXj%nHZ}twm-c#pf@=ervHVOgzi&qbBRp0cwRgGmtds$aSGi<^Era>efRr=Q+>vR-8Q)G3S02M)-&ZsbTr$VF5IqcJ+>HS??4irO)|xy~-9 zdl$UhSQS0rK*d8JY1L1I~txiQ&-yBr3?Pd@Ed@p6>8S3Ew-Ffs`MbIg_XVP?{Z9NpmhBfJ#XOB)6V%Nb0 z*Hxt428@m`;fEbf7)ijK4fK+yd6(+LVYZ4R=kVt4syDSBwUSjH9 zg1jo$oV1rxg;q{z^pD0&uDrp0epXu%Y;~eEf)yd(^+3Z{?4o7iu{kt#vQt-TCTJ&z zi^q*!fA3YnyUfp zR+MuHC+?2xUkGD}6NdG6_TC7xd^VtVvS&ag>6Vc(jV_PD>A>WhOxuVr27HLCr#Bt2 zPnVGzL8u_>r}Y~L?ZnT^P=8hmjMkuNJA;|msFQBQ9MlYpL+PmnBdDrU_{P~8%=P~uoLEkn`9&kapG&5GPZrOHvmF~3D_bmek<%Fl+10f1RFU@@XMAgrv`knFk6YG`)cQ_W?7_*S2@E5XZ zFNH|5DikRe?sv%gtW2(vSFBhl^rM9<}3TdmZr`vyIXc~S4=MKY>DYi!IVEP@3CYDRY??X7KhpOVEd1)u@f+7 z;G1#pg!3HfiQ!BGoO`BDKTOufuD=(E$f?9U<;})c4lAUKlx90V{gN6|oi=|~VN^`z zCMs_<69jF@scXP9uN=#H{T#8wz#>~iT~V~UJ&PRKPs_+ zD{}afXgA3|tbI#$aN{*fE-~Xp^c{9Tam!PGOca66d#v>ang!R5 zphh@<(AC8(78c7P<|OMBR>u$ja08=MtyenxU@7&SP%=E{+EV^_=LV+7tRhI-zrj2x zfqUq=Puc|5pFj!dQ&KDjxGQdd0UHr1h;WXjAbN`O`rOk@v1Jq;Ftn^_Nu!b>0*mLTuky zCrZk%I8l4tZ5Rh7k1dVQx0T7A&GI)_mQ031;VzZQ7SCc=`g`uXTLx2LoasvD%o)`G zWI#v+=-U!sDrKP+++!N8`Hchh6h3>*y4FmM_!0PqUa>eE>uEY3t3nBsGdQAv{$m`r zB6K+k+T;Gwl|wFe_NdKM*G@s5y}qBLXl;IPremPPT(!zh8D;U}rvY6x*7TL)w*IkQ z=~9=9h{X#`viR>V<=RjoFj8IyRpEBXrL#D=qYMV#)vkmgt3nCa&2h3nLZk^aIK2-0 z&1X6QlYFL7`3!<01dzL}Uo2C#*&jG+>j{>R}PYC;1iR)ffa=LBJodrxc2b2 z{SpgY(MYD{+}J!lWz;Fz6}oy zEC~pEKy~Iw-EdU#Anv2dquV8B#pS81$O%XCVLJLc562@7a|DF9#om{SXIDh`^sMEn=>sKTL# zhhySxZ*r-JtY|vZ!-}L~dK!wY*{afnd<~nLN24FjeVR30S@8_Y1gaVS2XKe`A)%fX z;3BN)_9KInkY#GmV+j=Jn(Y%3{$rVGgT}V{zmSzz?T9El7oJOX^}_CO^i6uKm}j)h z$uzvm;Kk}~n~b_Nc5CQfnd7)+4DH!R6^YAFRJ>4#9eJDso;q1KC1I(CJ~;$N6S(A8 zf^|dk*_FS0MyM}GdK?s*(_!alPb9k27s6%V9nco0criWOSy(Y+Uy zPiJ^4RG5YFRyD|dtdh`q8Q>ud-y>TZg-?}7hsO^>n zO3mCRDiPn;QoVg7Hgr(K^;FbbHv^i;w#+qMKB8Q5F0A|ySp?WB8{#Y%62m$?hKF^~7%u#eb#;#Ldf{(U#Z>O8L)7 z5MPtF4DXH@09yr!yh@Lj@QlSbt74JsO(pSi!Y)rv|V+(X< zNh6V#Do`)P*!D1MdVS>MJ!zQEpS57IoGF&1Zf9RH7uzYPrr+Sb1BR1|`$q;THI`mi z9?Q14FgX|90JbmZ%KCxj{O1Nu1pl+kRloau)?DngEF~M^JE|DvE<5UWNnQAg-i@o} zN8Bp26^Hq&(cj8wH?XF={Ho;a9qV6EG%R9_F>SOSO|QdSEi=6lj5_zWeEah1a8PZ+ zG)P6z&V^7+w!+*|yJGhcQ{pN~YQtT-5)|M-i?e;aeDjF(sGk`#bDjQL>Dw-w3gNw( zGujm)F7Ixn)f=mOaT6cz>=l+-<%kjn;Z^W{uQ^zsKMxs}85vi(_xJ&$8>@wX!iBax zu5eq8Wyh%SYx?wD7E>5WHYXL4ShK2{>fpefE}iH{^IJtna(^L@4X{EdyWBWhx1gu5 z`=Qj2lViHiMDBu4+mL9)e~6Zz;0 zWO}7tBETdIBlz%ui+bJb31OFRhfLZ?C#iN1xM@4@BbKY+ba3~j*fhd0lsJUbPcrtM zar`>2C#&_QqNf#O6Y0g@4y3Dl3IaY6>Gy3}0<>Qs?>hRaIO&=a%(gtV`W>bOd4`2g zy9pH9xcgyWXN7jOozN>LpybB1ilHRw7Un_ax#dyr#xPU&BanS+RW>@LS6F>SK`j1{ zB%?2#V2_V%nMqz3HVhSKiMZ|3#QE*VW6 zHg?Tzvkq_$y`_LCbeb(HJS>O|%2`xV>|76^gBI#?hk5Lr@=Jz!zq8{%`gSZb1$Sz5 zKfa0XOGW$A64g@T6={N^qnq!1?_&_MoNmcnXz>>~s@$ZZpLB|Db}gu@!b<~9`a2aWRR6V83%o$$2%4zZJUnAc=!B8WG zdZDwpejXJpyEB&>+k~9QY49ET%=9lwES4Ek*UJXD`_vU4XE#>fT7{aq9Y7vohe89Dsb*UHM|E79L6939-Vk zjj70&VdH1#tS4@F!2}oHlPix)a|c8(TW7OJL@yg0ZTX8FpjGBQQ(Ud6@J zO7Q;4oh2h24L~B$z{9zhhXP$6k-y-QX1(Lw?l1fF^m14;{@vd-hVLMvt$bN$cA1jyHt+ ztBOU}NT$wK&cwARo8x|&FT`rLp>YVbrrlgD(ymiGObPp~!~CM_)KtRLr$uwy3F13a z+5WOR(jAKYiahT*j<;6dym@fen&mcK^=B8#h;?9mdzDGlZ6SSgsdNQiX+!JY8ZN+@BB;_`%=#O&6VLvi58S>iN-X@Q{U(yvax zRIW%;Dv-5Xpz5qd8fawxLdMdoaP*8D6Vf5#`uSsK@LLBs0>wgQ*vKsF?i{jgX;xJ4 zy13Ym1$F*N`7X=LZ6}KXSL%@bB&4o4S0!KoC6gxtG7-dPmg0ZLE$WZALxe~l`fe*8 z@<@6-Uh>=Z!YcUn+f}pFpyj)>q3Fer$X`owt`+@)Z)RnB1)X2<%jaf2kv}AttgCIA1n^d?80Ss@tQqOX1|!rUmCB*ci_ci68ey91FKsfOMj>~`j&hE*^oKfS59ilu6%U>nL?HFW zdc6CtG`drUXyKee>IvSF?^pf1o9%`gcC7pZ+a+&QTBtO~3o|I7?eDc}(m#Z`F5ov=J zCx!MvJ+i+%45vFBeOGk~tfFK=gD_-EyTDC&0@4Bc&9Dxv;P~wq*Z;Hk!=KQ$eCI>s z8~b*!Jk{Xvhh#*B-V9B96HVdN%g+A4^nX)7<6Pg{>^~@~eCYA{xkbIX)rYbfH}fi+ zTfCy^c@1thp4_NTCJ}u}^^g{sWqPcLB%ZSp$3mF50_`uMog=_=1X|kN@Y~Bk*#vh(8lgl+~tsGXR+;yZU_k6MUq0d z(A~=MdB5<5iv3)n)yBxXL;`vf7sp?!^F|z+Viyztf$nE!H8EWA3qtV z{e11*^t*Bwh*zZNBe@@8?z%rKlnL&+6V-1&=6q)T9uLX7t*^l({Gf6iVgR;rRT?8`0>7j&U4?pUnFjC zlKBaQoCuT4?H~_?^#`3l*j-R^!#J-;#B2F+m6*LkMzD1rR+?|S%6iWfKOzd>6uI|| zOMh+Ixb98GqidhmqQxOZ{Do3HoP33O92ZmAhGb>0XT+-&f+x*a1yBgQgN&rIht1-k zA-l3IOARr)2S|mm{OmYaqq&r488#!Q`&+YRb$8#L-H$IGe_pUpx z^E`i5+$k9h0?h$?hNq6rkRh&S5Ve~@xcE;eu zH-+qVSxrk+Qdx_&5@dz6etAy6i7ynn>mMd|DGvbdP%qGoTPFikpe07*ls@4NxkhPV z^~SE?4sk8veQNZZCyZh4hxCHDhVVf9x5Y|NzD}xD6puT$vcjF142{n1FKTu`SAlY) znk11q&5ws&8cthi{Yw9!hTYMwy`W4}8&dX{!~Cb+sGSJLp(+?Tc4nP;oKw}DG1 zFC0+t@o@s=*A!Q{I^-va?E!+`{UW-P=(+nyCf&Ril~h^e$MNc-dWE;e+g2KGS8PIE z7VHVtCh`UjFnnH5z2Ex0{AT?c(r4$1M({aB<{W8TM{w?b!CP;lh?(Mvu#~Ps%?e^x zW2pgl{Ff|-eep)Rj(giZLW%6dP0QWO7vj^D##?9200F&A7=_syHiE0-rF)U|_`IkP zTiH`j-=Z^%DIAhE(4iY5InMGFTM_LC4UnMna%T$Q+f-nHr0$#a{K?ndn<7XHV1Dn& z_K2!bL=>w`Oikbbe~(x&y)XU*bTjbYrCxnTeZfdKHJj3k@H5Jps(e_-@_I?ncJQ3$ z&pFFaFDC?~y0j$sPgLN*)l!6ZsI_xLIv1pIvQh2Qn*q*U3nDK39`3sD2E{%PQ@*$< z6^^TXO=t~Q;KrTH#;eJ%RlM@FTeP6*%NK(h$6! zvQvz5sraX2xweU=j-Q_*(dJCY-E3u=C9gM5V5s{*UXJYAK_*T~7<;LV`8s1Z7tmbZ z5GJbY7JgjA_{4|qRWGLj$d9aVFPSjI=FLRmZob?iW zgS)USr|%-?+LF>nqO=(Xi*xac|4t`Kx6&0{Ive!$_BrC$us23a@-C&aM}S2yBO5 zHEL3;uT9*(pm9za(8yr=3Tvhz(_0b=evmKxLqb*5(N({*|Bb1u^x0yEEmlu&Ib>z#v8fzFOLKpZjV9mV9HXB2#ib}tKKa^?-#zJ_Gt4Lh}U*AFm z{cvX=o-v#4Zj#`ue4+A{D5bAUU+02qn*6f7x%TDemmi0HT+4lsZF?FpWSK|57pf0^hlr=!?C*O< zuK4)pkjRR3sInFP-Hz8#6MRsQQR8TIe%$xAlY;b&mEiQaR_iiXwi!0Wvd)w3{xSQR ziRHZo!FQXiW=oL&8U;S~=*Grp51-an?^4_>Md)T4hP1eu?QZL7az6=p@|)IQrcV7)bYD^w+e*7rmQ=tTW(P3hR3!!jt{y<)AS4qUD@E3Q9x2U6(NK%bk+OJ!mynEgEgx70rn5_~XPM{9k zH85bN;bm&y(kEm2;?Ce~bf4FB7RIj_g`SbRr1cZZ-holnMZOQX^H4%5F?Y9T$gL8<;;rXiyYo86gJVHcgw)jYOo?gteNAE8K{B2?ui>;0iNi+5sR(95a)to$U0w@|~S2dO&IE(7U? zgOJYXa0o5_0H@mJ`Z5ncVb1<6p@?|FYQ6m`KK`5UdHNW+E$b(5l3Mrq`0IviGC~G* zizT}&)wKTPV#TpP$~hPM4jnlVZ61QVftu4&+j_xiUmo;Ut!D~RJ?i|w5Jy0@$Dl=K z2$)p>rZsPX1W>?P%oA|1;-w?I=W>OH+xNkBSNWn-&Ra`BDMgWl);%W6mj4f6-vTK$ z@_UbfMBJP%dgXsy+Fl{RJ?Eb(DByQS{x7x)aIX9*xcQ$XZ`%)^)2DqzH=yQHrhs}u zW4bs|of+Wc6=xfpx9Qa%Hy!_yae?#JdFOXF_R;1oAb{)A@dCP32d)8pzz{tPH?RS{ z$Y_Yzq-UsQv6YQkL)21(-^bfY`XA1#i>O4U;*VuURjCXa5iB>SVqPR0sF(wrQ3u#= zQi+5Hv3ma{v&n@1CA({CdaCBR?hcB+xrhy9-@TC!o4#B|jP9C%2&sCP_ll1gc8;lh zk$A;}Q?lk}qcI3Ys8QXMprqOz0aQENYNnoW>0Ekz!Kw4aU$QDw0vnPvuyEQrHGLpO72F+-_mEhkl9xEjk?i|xTN;R9E z(Hk;ZOk0ylRsRO+!aw7J{)1dP^!fn1&%jLThKMu(xMo?11j|gnQSiGyiiha{Ba;;G;MF`^dY|*x5i49@T9}p3{0{vzzYFKYm-t`c6f7 zLho%mA#=bpw(vnFYtNPuyXxoF)y(wDoK8tHoLVoe1i2LRNS45gI)ze_Vz1g3)~+{6 zbA{=uf3fzKaz2?+2MeET{JCIn!XE*4kFoKje&ls@F{}c4oKQN|@3qIdz7C=W!*8S4 zY%Z(TsSJAmQ4?qc4<1pRoD@5eaqvdPNwURBQj6I!Mc+8^FmwO2fH%e>P>WpccU-~L zD(rZFYeVaa{fULnq1$I)PDG)RkA8^;k}nzIOD}{pxiO z0_@`*iU2Fy_A2sKmeWOw;PwgOgQl-n9 zx^UmmRY|^2YESbrYfKd+>vmp>2-g-42ySPpe8B4gw<#G=x%zI_f5;x%`6lk|x;6SwDDTQX@A7XCvmcDPmU$*Ea|eJvrU%=Hr&_*; z^LZ*Z^Rs~B5tTIjB*bUD!J$~|sJg$-F)=)9V-q5wDqQ$8urM*RHhJwJm7|unRi@9UEGJjt`a_%7kaiW@nK;*M-}|1 zNZaJJ0f$TE<{7t)3T0e`skG-o#qJ>#F9eTy?Faf8%n)7PpK-h=wy^bXmD7sV@R$ma zcZSS~X>hN(d8Gc=U*#WaqM6cp`6#)gRrzWQrhJ3D)E7Jx}O^a*aE+$z}Q#>rPjU zXp=+8M6|qHN1C#oIYvJhR)h5*v^z+w89E9{b{r(*#W3iH@erONdk~Tp;!~|v1 zfXb$^Qj~D%2I+#=B$i|R@qR_wJmT!Tz0lfQ{+VF$=Rx22XCLk<@pdo0wRdxn!pE3) zj#MX1w!NA?RxZmcW_WW-Z?59_(O5aZxo$?gs0i8t4AYQ%z&P@n-!L$7nn9k%;FlgC z7{lsyKspU6s`~4{UcY19E_~`jHTzTGc8y{5!1nr7fK6GGO^JyApR&osLnMQgiqJ z`deOc_?v~#B?zqvBSeNpikyZ0X)lkv=C^$rxbk1!Px|!u!gRCNutZ0vToih3#l<8) z-d9-QcXkkpLS|tvQJx|N4R4Csea`R+4n`4RN0%Ng#6@FS@~4 zL+b_j>YjpYm2UrX?&9XhnU$Cuoz-o^%!v8mrGy4J!(TFc20DT^-s_v&MS3?4m)U`m zb8*3flYR32L*b{2oo|rhnp_{z9Q)m?l2JCN{cAj0sdBdxBm5DmpN$0i&%odERt%`hbGrDw6Kk_9>YDtmIrqVph+Tee?Z^f zs#Rb-t0L8Fdc!XK#s+U{UZ5K+`M%Xck*1c)k;e8UflH@=z%q6RpYF3v$EV$dE36xg zb3L^F3G-&lF?h7j+;uzjx0eX1H^dYdJ@TW0>5rLd#MgX{1*FJm(Z){uO;yU6RI@<= zWig)_z-a{(9gOS-Ppzl}ug~KW&-6~9d^yr*R5$B-jn!s(_K1i4zVjdMuhfLg&90o6 zSS3?~oO^|Z`eK%cD)4Tl`nK1pT3;>K!Wg<~Pf-}#%{ZI=#EqllZ=*HrU!7SM_jN`& zg2&l_-Pj+Hq5W@Sixmzqn{)=;PydDK4FFlbWcxtG!x>L>uQVfC5BJk1B4G1VZX<+Oq6E}q7x=0fr{Sr7uQ?A(N>0SbyV=r3RV zov=`$AAbSAdE>n`Ff9x$8ITO-Fihn{I2H`AKfJh&kqjyzULA{6qIJriYSXM8G&CBP z5tM0TH^><}95K!u*&lJ>uIwvd^>yqpx%%JrEiHY+gbdBvWAJw{Uemg_U3uny$mH*p%Axp!;hdqH$hyep{9}&1 zYSyH;1$G~-ZWj3QL-|2iBk)uU3Igx|!gBy02oRPX!;37R-DiN3mHwJ}ZibjvnPpo__W)i_Ty!*|wp?rQ)Ozb8HNQiN?wxlA1aQSDtf3)1syA%E!RY`uY zWHxPedp>CsjO_*0tNZ~3$iEhuD}$Mq-2al1WXygXpEecOd{0AxR*+Fp=5|(hsX*v5 ztZUDwE8ytKy;!u(NKs8HV62UCG`{=xdLKuhjCZPhLw{d#axi?XfxzW=2t1^qc6PzP zWZz+=v_V^WfB@fCGxHNU$G0E<3IXmF8M5Rlb%L@X>&;Dw743owur?gIsT}y^Oe`#t zD})0sYdqt@>*oF5)IqVLlc`r4RcLzu(L(eeI93lB>7({Efcf?e9^tWqeBUmWqeE|5 z2xS5&)J`5?<2b&zwPAcIp8kD}c3~QnSxiw;w=HI}hP!p+VcY0aE@DkPBV+-f#dyBI z)FiNvHEhkaDoT{yeYvqU`SHD2**9NbuiuOs6z%RzYQx``(QjE2o*nUx%d|150}yi% z2EpX|X~E3xVYQ{Lh1IRVjgMoc`Q&4a&-ngi{?aUcVB1{=y#*|($-z_wbc*Hl2#4AQ zyffYJYzl=Ci!t(`>XB~6_<}EF_Ys!Ej4Di9mo-DGgPWE_>E#k>3D0Qxpv#9 zh3BjTKJ9#(M9e*y)WLIMK|SrFsaa&33bbc}DiyKDkb<$HI$`~@4DX25T8+_#|A3a( z7raz~WZYvuT|Bi-QP(8975KrruFg(*tcmY%&_}6@x_!90W5R92^52lZ72xZLdeDs! zWUvvt6rnLn&P+ag{Z}%zrMd#ReoiO}oF)P{IiNG{&_p^~i+eE=?1(7@ZTeJC8oe@? zKNY#|H{TB^&ZbYb@7^$}?0vcY`u9e3xt<9uORLq>-q+EQpRwyINNdZ)ZR?Bq$$vkW zR_es+=wLt<7gOFqqQ+c;K^Nck83<{O6-r%JT>+kPk16i3U; zgm+l7w(V9Z9JoRO&)ce=`@M?m?4>#|6zY_0aqMMD9tPbl9q&Yc(g4op1GHZ9*5`A}5+`M`06q>pjWI`yjgYamP8K@_xY@+a5()JSnBG z<~N()JG0LtVWF@nz&I9)wcUYIx;G%NgI^vwl+4Yvbd?0IA6^k_^_06aOx4{8J{+!& z1_|2v*tP~b9D9|*a=E)=+QxRr6bR^;WgD=W1&r=pK=L-kgP={Ug}Up-2Y+sE=!VaT z^vrxsPJZrDu6;urzTd+oEO<(0dZMe3S)^R8O;u8178xwqhgilfi>`1fPLwSsC150G zv`;@`*-CipmJo>~iBWNTkAb_07*9%-rKYO@j`oE_iFw`|R~XazxOg@G`-XfGFQ7m; z*oG89J8mJDsu!g3<12CCX`j=|al7V88P-FB*fLVc-hKL!!0u6G=XnG}>N_qNWwJCO za>eVtnF{YuZH2z&G4>wbKB8fS+zlyIAmxmUpzvaWhO4HBZ(Vygc63g`0??&Z zV4|p91@zt%IiOJ!k+=c)E(6oAn|4}H9;A)PHX5Z$Z{F}{C1xGlu29#Fho;r;r#7*i z*FzMSJ$0_Db8NetLYyGRC1`*VYn-VGg3amxMw&cZ`*#~Z*9!_>QC#|SGEO}S@SI{< zDnA{5*?2b4mL8#K5a@$GXJyWmpe90mSGWgJ)66*5nHa186tj_{!#5J#-hWw3C7=3jt-Zx zTx5A%vgL2EQyCW|>fEH}YCzs92UAvg{VFkt_2{dis76Ea0L0oK?0X@ndaJw4qPthT zdTnjJA$!k9gG3$TwIp5WqMfC`{PZhq{*&XS_yR1^yM@bVd+I=gX5dC?(}Q!RA!I=W z-ZPCiJa6SB0m5ZlbgJZVs)k=&22d1$9&(JNHrs~c?v0;3%WbdqHK2OSC?}A5>r>!P z?5XrF8yCB}vBg=^dGrT@cP3DTGrss4qBm#cpG-(Zk*FoGy*sM7ll1OOHK)3XJjS^V zfq@(uG6p-tPs+xnXw28pyPzK@mLTinSd2`nlhIM8PCskIZduaNT2w;WcBje6gVH#} z9cj^pr=lba`m)(z2A`g=;E2q(b;E=jOU|gyI_etz_DTN-5N>>GC@YTg39f8{$~RNJ z$|Lv`7XSQCs#WgA9%{un+NQU_%|AeDP*BO!(j02p;ZL=m_(o9UD;~2d>c&3#rOB-^AFBtIBAo1jg-%dfoFndtc(|^4?c36RDHzx8u zKeIH*3W(TdaA}=Celyz^{tfret8tHLw*0l_Ut9vQW=Z5jV?7PG1%(h zCyc1L;5HHo+Bk{c=HhM%&TXBL(jD0m>up(GvitqJ=82SKK0h}_P^Biu!t%2I=;8Z> z7P>UM+aJD_Ul-xqT)YD81h&Z6=;+1&9PkXefe2l9OLr;fmlal1L79=|ja*MeBlhID zDIEFfi6Yaa**S zggx##3o(5_dN7FZnXH|kvpj#uq>8Qna8GB&{$H|;eVji7oj3;~s=4?YMY>KsIEW-4 zxYDC?1uw7+=fn$ip^V3U=P8z#QO_OuhcHyL?|-2LcyO^qJ|>eo(Hq6AL3gVNLMa$5 zKIcwhRH?XGQ|Z7uRNjKnFsZON-*eKGxa^)DWKWY&@mtd>OizoD&T4$AVW90pWF81h z;J(VoX(Od+`-`sxC|1yys-X(lum)Ib7}m7=LOjl&efJ`#IA4cWqA?VyC`hhcGtnZ& zp;e0|O?bP?AfX_~irQ%Zcm{st>?e%Y2o?;T!jg@5+Pa`K70 z&lu))4(GZbH8WnuYZz1mtt}=nN1rMJmXRt81b!^E19&mwbuVUsO}$gGV)Mev+sa}n z?y^4UhG&K*huv!0)tp8?{D+8E$K|==kNFARrhc~tT-Dk{(R0!e=6+m;QRSGc;Izxd zCWLM)_^cN?ZMnQg$f3by1IZ;y`k47AAzX2L_jY@?aZMUlu+|8KYR9n*DQ?KN7<1zJpNvdxS->+0?00A}sFXZ>rzwBth zw~OupK)1g|{fPBnDlR}vdc>;v&hX0hzVE@*mY{MF*16T0#C5dHm$*oM7fqslz0*Hr zz1hK&5jL-SA^9>X-V`lcvg-%F0^kULz?eV+1NcOE`!Csr;kA$^^%14H005o1dYRYu z875~1w;+FmE*GhyT+v(bdbABe0&AK*IrE2Dp(3*NM^j=7^wYoE>N{8z;eYLN5A^4|O$MOAtl9;o+Fpl{Lf&RYSO9Qag=hu)DT%tu1;|z zKuh<+M&v|#A>KBjz8Y@eIImeDbErG)V;7H7$iLBoQR?XfnS7QF;n^AKL4}D3^DDm& z9`$j-(F*5RD9qefG_6Yh zZ|N`D+^!umNq3CUQUXM~@?BWFQ)LCjKNBF&Pn<23fXuqYjz z-ut^_*NPAxrH?mMUpaQ7{2i3!68h{57)=8>dxFh+@T7zE6q~BAW{bU0m_^o|gJ<5b^Awjf597|+^THrqPVa{Fb zWK1aMvd95dAVLGKH+J0eOH77~>wB!Wm(pwf6-TA0tBe}uVboupxw;Sezxq0lAhA#L zpqPD7%|3WDPxUWZ!O^6+9U{W1QQ5r+YU8ZzzLs&!qlePND_J?8TH_zXFF+N4$&TYE z%TpI;cs;?dpel6-eMeXM>6P6~K1kpd%}13Kmx&VHHy5MDPU1wwo^b9TXEpf69`e6I z)7-cnUU`+dfGIQM-pYOichER`mz_ja7k;gIKA z^~7VH{B`9(rDK5xZJAk0QqIXC{^R(%cb0O$WO(=+jrKkkWp0}!4Mx(i4JuHD9ptpU3(yL)cnxW^Zl9HrrM6UA9q@57H( z?|s<3KZoM73-x5iHP}t!5kAyYE+&c5hm)5tA-`-n!1fX|EZv|Qc<(&p^o|AV#CYoc zmu(H6_Dzwng@myvN~|2fPCOPyF5DHTMQI0`buG=-)dL<}eaLzHZ%OBq=L}yAjcSC)FxV2suw7DBmzF`7TH9`@53r=W zBOWpmcmc|fp5lBu6Tzn`O0@IF?PDdV_Q{vW_mJ)v^2Vjw-LXuTD!}M#N%Wk7kq_PF zCo!ClHRV_`z0lf4Z`^hM-bO(uxqbIpC*T%L=JRKGOlL|LdQ-wq)BRht{H9>_wxU>s zL$CKpk%8->cy3MA@fm?dPZb-s_>u6q+^xP+@5l7)lLt8AD3=xc1&8muZ*Q>e!Gq6L z?)oj~vKIJ(OCSlH5FJ~|9(ySvEuf{*U6h_hzP6<#$WM}J+;5)6zuwDl9^IpHom_kL z={aQgW%L5=8>zkxnWH9M5f(kk2qD>ujeXt+*fUytxhL%sTpXR=HY?NnkgyJwTnCAn z<=VGCE!f)HJa--wFUT}eY8_#> zhq72Ss^8dSebvHgUlsV=kN(w+&TO>v!9l-B{VV%k%D~KKj=8t|N8IWmrE;ntu zwq(>jQ)OA%eyU%n*WQ@~FYq$=a=WwAT{*eVhv)F|oEvZ0DOH7Yzpfjz*9N%lPt?f4 zW)Dsi0B+9|6k~v=zM!+`3R%lJFnYJnpLB(~DktGAi{E?n>gvi?qoF|eaB{Ed@Ugm$ z0zTuDGw0hrER}Kn;hraI6GUK4$3%Cq6B8I>YsW__>gElNn*WkTeC>C*-yPdyATQmg z^Wn|j5sPj8>S32*$HRq7o@0XSOB}=#I}3`RObc-2tG2o=A>B?WLg_ zS5O2$&Mtgn|5rytq;>kxVc&{<(;KPY8xBAvV88Wp$BDbv8kh;;_JAB3`D!9U$4-nTPjJ+lQOi$>U}$_S}}2g83nlT~30(!^zyKqiqo zikyy{eH?=|BZ>U>S-91Wdw`qzk!;K-#_r*-fr0J;<3#PB@EYVE&{jkM+6cegpn|PQ z!Qs3Cdc$Ey*7?fZ}o(Iz){}m*_e|xWr$8KZnob0LrlSU0q>(BFg1i> zp5WPr&nR>YzCRmOU#!`xxv&>=?(nGK&}XqYm`Kj_<>l7PdDk{kDCZghlv3Xo4v!YW&34To_oBTnpSia)Jsp`v4ezAiyp>>foo!Rg9;L3Rt}Jbvp<5g!xu0!AUXcJo zp&@ccmPECOutIdXw}jbtS;Q|mm14xqzsx?zqcXT825G5Q34!nK<*06&_UWt{BK8aDv4xC6A)yI5cl=6bv<8|Eqjv``H9~cXDI`f( zFqaCm+kkti>sv;L)BsgK8d}Y(r3C$EtcHHaRmST?uDC!Ak(K8;K@bJm_%vA6WZHUT z8G?&jopVMTr*eS@ToWkS@w0$Ph7tr6iPu%A8EEkp7h_!^<@0W(K6JT!w5Pb;t5rjf zeGV^fl05n#aT)&F*{z;nrai&O^BTw$@N*PCJ-%nHKaDptLDOX#p!s(wgO?&^oD*Ij zLuXV^`*9Hp7duiKKc?}fy3I#-nwViyHtQI@16j|jdE6`=4t)srZrg%u&x?%jKTpmo z-X+eqN1Leq{9M{8*V<_{l2)7#?RW;frlUy|_%X3|AqdI_G#o0h9HK@OlB*i0E%x}) zx%tC{%6_TIE0*mHGKUL1c!2UhP=F0OCKd|$xownmTQR7D)bz-CEn+VC0R1+$DXed~d|GAx?!SWS75bkWSDC%zQ*1v67FtFfDG?p+-_(^# zs~(1HcYX<-lo&7pf%G-YCp zHA1diZt0?5S|>PP(N-j*lz%W%zXaP{B++RT!&^-+TxXP>m|#bl3V43~Os zlR>pc{!gx7pGsDPD)v{voj1-9IfEkVCgBsPlJG)7!;LV#2?|G}yD?YEQ?_i3%I`Xi zw56ig#r0+l^(K)^8+fRzHI11>{x4jrlJd3wc4lqK56}Df@XxrAH!p7DeJh26cm?Xb zSbw*`M{^$&?zMYwmxWl?;Lb=4SMYS~ACZn;(V$wj)SMkSRbZ!%__pKoB##ibM*^e2 z--8bj!6%0^<$BX!Ipe)FHGQ3r<_2n$;vMS3t`Wz5ele$1scKSYvMtp*A6o;<`H?g@ z0cU{PgV;#J4X2KN5-~Pn?kdx4Hevhz1-=8db|+NN>lf2~#5D$Q}bL%Fqa zq`iwq=Sld-qdMn7{hEs>Koj863toajX(;RS|B@AsnxdVwriy~6Kxe*TL&4$TR`3^u zvPXE1>#CA(0o~}Gjd+Pr zfRS)b4}ZJdOiOL7Gq={cBjd>}D4(8MF!!~PD`W{PaGzYQI<4>5*z%w6yR z4+?=Lzw=_?XOSgCESri|#M|7xicjxP`Us^X{nBam^HDXOu5d+fKTkCFp z21yv&=sd5P8DDQ&#>ONLPK z@am!be7nRtJIqVJXmiG-jVPV{<5mK}3ms;m@;~k&94>tWmo**U%t}FHJ)&fFAyp#4H5${6mk$;(qAe6`lK2mR%)t z?~~lUub(@l{ygWDEL#-+^9-FD|5N>I5TW{&3RY*2(<>7$(Ou>%7U?euwB;z z0tK<*0ept9V@6?S%a+wQs(Fl=f98X6y$Da2_xy?r_eGV@Li-1ivNd``)Ndg{nY&}> zdZg>wpMjqM1cG<-A{l|!c9?~F_c!xJLE>xBWhWS++BXzJeQpv)K1X;9oOUngoHx*KOQ}XPfnDGu)NAf4+DKr0|983fUmF& zrN^N<#e6VfX9?wX9_qlzI5TMcT3uVhFLm>QCX?G-Ox(g>QlG94ZxgbMw+ys0%oS1kEy$B#5-&JWCgA@y;M06n4!%YW35+( zT*?AteNFfDu=&eQ2}=yKS=MnVn`_9HM1YIi{dQV|t)xKY;jnk}UE@ZzA#*d&Tdy9f zGq6dB7hnc8&9iTKj|a7#`CRZ1pJYpPTPRnw<=LQo9K&9x%ve30)^zZrExW#b{nm#A z8`^w9mow#vvDD#n;It?mNZl5;J$lm`>cpB*u{XeF2rD@i=`5Cg3GiN4|-HziJ>s zdC*k*wOIGBJVHy=Ja*-I*9Y=@tM{5Dvmy}F$jgMutmV^JI5E_Rd2UR+NmGp(k`~nI zI8>XjxnP<4$dTY3Nk+^2Wf}Rqf85cec3V3Du>jRH)Roe=z`yaf; zV_41#oAA@`bfCeDIt-l#)%LP=>}|afB^-v2cwDx=WmW!BhgbxEc(Uq8`0i?Ur{dVD zA)0V)1;(12-lal6c5;=+V(8Z@d4n-;-Jm5`R3T22_tdtF`*CK)>w7m1ZQ^0JSZJ)0 znD8tH8S3rk4}TnMm&_1+@b535 z1XlNVg5#66>#?6~Mnnc!Jh&sSq|wx=@@fbag*Y|czu+{cm|zw6ES?E`-)(ct+00Es zdEIC)ujbhS@+D$=qjQnfk4Lp9N3ohc7?N?Pi!Ozk%{=3+w%uwZhup!xv@ODN5%Z5+ z&Fu?#0iFhvX5CX=n&IT#ChT7uGI#0)P^BwvI~lm}o~|k&SN*^c(*&Bw59k-3NBElG zNG3b8V#*4`p4w+Tg2hPu$Izyh0zy#o@T}6^DxYuhZXvYff?19{|C2U zrvd=B&~Xq8r}Dg2jfZ1rZLq5i`Umwe>*0-B*B4M`zy^t4gKx~lOld>tx6=e$t+VIH z{K1lYXYFm~+N!wdxK^2KJq^*Vdf#1fHc#za68mw>=ATY9sMRssbRiGiO~aEv%pHlW z;kk{*wnq)zOVxeCA#WEAbY3;hm?~I>&GLs0Uh;1*V$Gp9NJFERB(x3R*b+9Oyi}vG z{kzA+^0Usbg;}~ZpD4*bybCl;dVeCPFrD8ar*CRKjfXO!I)Ae>_6DxD)dbJFpTk)K z^B9IWnnw$ImY#YQQHo|53E=NlN)NPfcxhYCdgULdv`m>?y1$SpS zK%=tAJFLstshe`MC?D*6vd?6rM!WjvTaF&a-2O+a3cVj&`Mt?sbo{%m!-gGD!${=Bqt z97IYOAPCH(BD!V*sZn${MigS;h2{*J!G=td7&Kz23^kS99$Gl0U z$0d*BV60+Imn!L8SAIYKd33j9CEU4hOL>5=AdXR?4so#OmE}=V@b<`%m0R);QBm zjNs9_{C}eX^b65jp)$+NpBaxb4ler1Z#QBPZ} zbmuU|iJfwgj;t)5Q#e*@L-)85#QYf@}srcpB)#+2w8D><{MiBT<>i> zph@S6-&U?d?2(l>^7VzpJRz!OzV^$}`ITzsWUC{B-sdh?ip&4`MP7MC4G=6lfM8+3 z-3iD82Y8ZX>YG5KxAePf|3be}nRa*ouayEIsw<}Dw9gIC0YBy1UJ0Ae5oCr}z|;=Z z|EwIvehR-+Maf9mJ62tc|7)nof%y*(2O1@@J_T5H9jVzt@+fRxz}ms0^ReyMubEh; z9qGdZ5wBRUV>-quN~XJ-8*GyuTgAPaX5k?i%?w z@_5s90U^b?gIW*ADjb}^4){9hVZ87H>AMc)dWG)#pcs{hRd7wLN@g|W?k*D%q2yQ`xTDts-J_E>j(!pKcG}^AkLdgA zkX6$WU2d#cMo)+{HeVM@i+g&0?v9$eo5X!oJ<%Xu@- zNX>?;(@P+%CHS55|MKjt0VVgficC*Ld8pLAsv`A#vD3JFmZ>w!-Yg8g4V`1F2sY=B zFc~Vob2cYY^5FQ)i-Cs~feN%@@XrQ3y?g#1G51m5PKv7=r7!7$Yp+QFUae8Dfxo;$ zL3kaR%nm=-r2+Ty$NyaeyEId*TU|zdhIO{Llg}Gmr8W*1yN6yrU0&b6IQ4jPVQ^%nHS&7{pZ$@a z{zC=$EzPme@OPN3(@xA zIP|O`wn1t(c+N0TtO`g;rP>{duV_;_%Y{d8~y{( zFPh@5#s+3fjASZ((-a60SOnl>?SgF-=j+8jQ_rU6Dzv?tW&6vx9w6wndi zD-fAb2<|_;#W^yNE({>_l7RvV-@DG6Wo+L43 z*4=|Hms!wuR*wP8#p77?r6J8*Qm!$d^U?uCFDQ|@z~Uu0tLLjzaDgII(CM?tQzgvJ^A-lKsv(h$jsDf$ zVC=fK;USttzkt_pTmeWEu;_L{lq+WoHX63akfSkFe{cRhf0PR?z z*4u5tzPkv#IQUEUEFpN>wihich1VxsOtzvQxPN8ZdUkb=-c?FOY=Fd#MZ^#s%Q`UV z>n`lgMfqvHn**UDXy;7CXH z{K%)ng)Su>J-bj2S^v=~t6vUpB434@B&zX!GWzuRe~5a^uqOYoe;7nWN>oGyk*SoD z(!H59Oh6hzy1QX)BGM%wAP7vQBqvDMXr!bW4WpZl9Bl0Ozr64Jc%C=-xrd zo}W5JRiMQ*K~l+0kx>IuRd?C7Wcf0DgD(w!Ya{&hj1Ek(3Hl0z5W#Q5GzjP=Lj@2H z)e?w`loW`dWywylJZuiu8V=)J51DW59|iY%n#!Z%OYgi2_=6phptxNa;cbf;32S@WZ^la1Z&A;`4VI3WA$ zNDAOZ$9e5N09-^tg0A44%cJ|K;aU=ZfzDm?JuL(7P#r{k`3ny;2k#^OON zcln(tTtY*dBI+1_#YGjX#n^VE0kx8meyrjxfl(M4e zdm2eRV{g;T5!3^$xX1Hi3a=qGm~2+h%_XWx}zbT$C=v2`)H3%5XS1bU~yat?w4{g)S@# z7i9}Ld3nCMcVDHwU;1u1-L*Q3OyrAwbAiulO&Z>^5_^a@gjFzG#HESzzKBZS6*bJl z_k#i;l}&??ut>ez)?T3ebJM_;eXlcjvaYK@1v9n*3zpNC7LdRov^tnD!a9oiknQYQV4Q>v7S7-Ezm^e8zUO$Y#md9VF z`?YaFKX?E*zWsp_o*j}I-qtJyoxbEE#Zoo0R*P#IU;de`sQvm2co6yJx74k$t&$cz zfS$JX8{B*mY2SD=+2FLnq(5^oDVyySk~!|GN~3_!AfM;;FD1`UXTK5QF0=P{(ixRN z-PoKiD=!GH_&b08*mak7$v>sln)H+lUzTB-IlML{o*VKKkt*oQph#yiMZ6kDlbse?^t2(>}RLAFTB%s@($um1KuOmMTLSSt`y8*kGyx>V9wO-?6OoHGN$q=F+s?7 zW{tZ04&!L_F{ew+Ir?`H=mz*Qmj4WeDR?HA)_f5xrSQ%)XSO6wNB;3=wsbASSW<^w z;kFsqXFG|N;Kt=XRU$a%Wgukt5ugwe_n!w0P;6}Rv^b)D_1YOsg(kaZ5^Qhk1Fa7h z(~<#LIIH0&QNsi%7cY6to9FnX4wcuy8F-h0E2hCL5tg>=`9$W+Zq77p6&0)644Hq*{dlCIHLdFo(AbB$HO zl}^?4^itDbMQm@TdRuL5{pVfTQicPCURiw`=&kWFvx2>vNC0c9K>rd-Yn4aF8XI&G z6`!`-T8FkLcJ&pii<+l0@r1uw|Iod9&kG=Z$yW?g`R|!RIjA+{wbv%z-ke|GJFZ>e z%1dq3u<>(g9Bf&L0t@2#c3JQkBYb`eR#^@e+o&u#kRO--^ljtRDvw3n8=HiFntPgv zoOB-!2;Iu{@A|%RkGA<%;8c+)1Icc=#Q5KVTr=pkvTfLV0lGtH zpH-Ng&oSF-@Cj+1;a#gWj+-v(?w)~#>l0mplmcHjoH7 zgSmgv)_N<bjK}4~3z3!;)X@YK5<-}3I5pl*l^=_mQPu$oO8?MXO1LK`YN38&m z)W|>T``H-b1^Hp8B_0|xE&)*Ds_fc##j(=6^28m%w5o(vElddpQ-O7GM+2ru+pJB%Tx~mRROHgW1{bO1l zZ0$@IgthT!v2#H7Iv;kI>?!~uexvihBt^kW!D#j7e(Xsca ziq1Tz-4IW;>Jzn9$T&B?^&mWgf6M>askgGs|6?OAV9;?~+2qdr4*3^iaUKyDg>N9! z0@eNNr1gP%+;Lo2NT63zse^nMaDdK;h#aE6bOUWucu=jwV;$wGjQN-X|74{G+#bsL zx3T$jkDCwuk^h`p1@b31T(XC?cT_rQO%v1!&^d5s#1pTJ0{DH{RdjXgZCqNcB%>J5 zXNy>EQ@O70tq|z4xrLHi-W^~*p(69f!!C>CSTd)AcjE{#d5BfSbem73vFO%5bzK4f zuobLg!kLn?y>pfw{BeJ=bxmtHtsdUew-Oz-tKc*=p8 zUotpOSkD^92J}ZyV7h5ofbjgH>qH;JE87Sy+N>9QPgEDIp_~nhE3fidykBIgJs6Yn zYXH>8#gx&UQ;0o=6zvnFFkJr_nP_l*+CQzIWQM%u)ZV)^q8xZbwiiH&u9JP%g|sIs zAu;F~nPlQy((4|8@%|r$K4A1%C$M9Wpan_ms*3mD3->ZHO!*cPviW?-@&hek3Fs)| ztL7knd`f2IxcF2ha*sSZFMRRq_~PNS90KTti@?hUpNrZ0xcSRpp~0U7>_!JzR@PF+ z9(xKG_|m0GngJoNVIhN(hx;!kx8OH{rMhem+7%|fz=fVzj_%*ctEg_ma~9u3^IHqJ zxg{Q{hYtQkIq?_x%W}Gc&Ca9kfa3u797?zk48L)&V{9%8&<havenKCzhqUTIj1<~RhVFDkVoP8~Ss!w%$F$gnH2aQWXelUfgf7i5vrhd1aAQ{P* zNutAzB0r{Ha)tM)R2YU(#g<-tUFkun0+6L zJY>!R6It9gf{cUFC9hmZm`?QK*GQBFbdp7+M?C!Q`J`dMrw#u(N*@SfZiu-IJM4hyNErmz4K9uCD0L?VC+IJUBbNZtVBI!8kZ#Mr4 z3WW3r+vRR$xYp&(I0e31GBq|c$vvsLky(;hAFj{Yaos82p>rz7{-Ey-OdeP?4>qKX z_enQtmSWS~1*#%P%S!tgc6^#c6A8>`7~d z6WsiA^1^AhA2DaNjFsqkNp8@3+9j~MTDPBrpCL1`M9rM&64c#USD~QUaPV4BISFVT z_0Fc&Z3X6(50|d~6_^j=w7l`>D9<}Q7ywBx{{a4DW-tTb&s<;%g>?(vpHaef#jw96 z40b|kzEs~{!CJ-nGbwy|7wwOY!Un8&S~_4S8q$=Ki{(M1KsF}uJNhr;5%1it7!yoR zUiId#R8ElfujB_+C zRf@$2fs7J<9p5C$0vRpo82P&&RTu3|FO}t~D7O9#4^w|LxP&-K9Nn!%O>=eEzss(oyrm+?Upn@la)&xN1p-e3d#XOG^iVF)su~*e)rgtI;AqGS*|vz`r!B8_YVB2xG`y8*Uns(LsA9qX+IY=`CY&m2E@}o(n$~xP8egF z93?aMNLTy9WiBd7ZW4ecHv&tKn_Z+fYku4L_Zrl)+=>G`fVl6mFyfq2&6 z-RhVlx&6yn0ef9&%_($LBoy>}ztwGOp)Jv0WD(u&BG5kVtwIq2t)d(8IL#UyI8@q=2i**cF7LxybPjedz~Q6v0t$`R=_ zRIBCft4A2gsx*T`$gRKPv+c5lgOOirta?Jan}Ulqh4ly7)x>Ur9NnDmH+zQuZ6@LTU*8Fn{FJZB*an9LZG2jREE2Pwc`xPu#QrqaLSdr*D9qolv6 zqPZ>}<6;0j9mh$nyUltA5CNQHvWyo_0w(f@=b!pLTd%Z3KKk>$-gnc)y6AKH@cIUX zEn5oAxnvX3bUp(l)I7PLa*P^TN*ZrsI@B*ctD+AmdyvIll{h>e-u2=GldJLzHM4=v zLT9&+#b((LMVNT=f`ys}^~ZqvdtqAS4bGe-D5U$csjgc6*%Onm1E-w&vnyOTXRmo+ zrW@JT>VoC=GJW^0j%V${&A6-%UZpQtJ#H14>fM`<08od^cp%A#^lE7!5O6e=Rg9u-~f0^k)!^!oPK=Iw?_*wZRJGOY?G7II5T*0Iup}k;c z{NQ2&kV0!l)fCfF|28~zqIzG@c%YG%-h@TB=RRZKj=${jTC*E{e20a{Lp}M`-d(YbOIvd)5O?U z!sR~|+8%UYE%E)f{3FE3##H{(%I7+F2`;8rg&$`NfI&Di2OxQZ2=}|&_NRkR+(*#% zsA=`3+h_++^uvHkM%H%E_8Z}|@(%|DleqS5`3)Zd@p;LaOl<^WSFHZC%s$GH{HAW( zDf+DTFJ}T|x-j6il7Y{&nDrk;r38dQh@{C|huwA3WKRgMGFpCMn2N?lB{SitV(p2}SYi&Vhz9 zWiyo(dkU>`IL&;5I6nO9Zt|Ql;SI|8?q|g@>cI1pHuG>_)$LpAx*iUqiEA##C%4tx z#S3!R58L6XiyW)*RQ2j!{1Mvm0h}qLVIPAlgYz*8@CO}BzovK}=HHuk6dpJS)u4fD zdB=muhu-m9YLY{Q2Hwtc`R;GFw69q|dQ=&`G;Nq87+dj(G3n{$n_k&YM;xxK)EDVI z`gA?62o~JwZ9ET{Kd&#+)hjE*P1&y;u#=UA(PAL>3)A#%2#QMj@ydFAvmD$Wz@E?8Q-CV?b9oeS%e*oWvjeve*g)tvaK+XAc6FPKFZ7ldI};eHs;Pg4A{K zA_gO`!jF-6bq9Kb-bI*ni31nbj|REzJ&;vKDD$^`WJVO6AF|14=67 zilFj{T0Q=XEc`CR9E-4i={`7OyHY{+J4e_=sh*dl_x=yC2(a|5VZMX_q8NG3>?)xO zuQS1RBqaVigTA=p>%>ss-L{(hR#{=8!D3FQ5axrD?r8s;Re~(bI@)U$b7vshc0vhQ zJG;$i_fh`%c_0#vxCNMYPc>lE+V7&H$)W@xifrdjiSep!gkHFnf1c`_IF=}1=fy{C zsKbN^f3BGF#up5d9D>VWo6?M`?6UR!FS8i_b{nsbH$O97ss`5(OW?XZf7B8rQb7-U zA;06xo?YeRXXEt#vZ$)K93Kb66)GI+Sed64(`s|;5ytPcW%98K*}ik4K$n?6#`X`4 zXK{fApuu)XWi#URLwt(1(hed^1)bkHSf>v@W$|=^^-1+rGzyl>)JJDpqKeDI7$jku zW@@6IZsq5vz!t9r-q3?-677UHY8rBqn=0@h#ch+6x*?Jf``UtPa#5cEqR%Mp7x8Dn zS^QNp7e2HbdHjJzEH+0?Ud_B8KGjO1hEhJV@;D!G%$dBPBp~s30R)2v&asWS+34^y zFF*O)=5Mow!3QlW%g?(}o=OyZDlDY!_A^&5$iU-8+}1&6>U_awUA9~{6_vuvlW0h~ zTMQ>;3@!-M!Gk(3j8y9I*Xn$J{{32UBR?f~S}}YF&O$DApEqDgd(gg^bMi2e^gZ1& zTbxa9WUHUW)XQw9ysP9fMZ5z;?D7AXf%pE_(f_%iXX5@P%D<*k?dfh}ysD9%{>_s8 ze@L$YhWmfqSAYiljqd5A)@{}I*J?ZOUpWTyZ2^NxmVX9^$-K(jP!ijAC@~nOEb|{l zhW7pcD0<`a0@&&=#Ivlr?3~)|xcXG|J3Z)`yllmmIZ|v>^~C(mfO~6BGQa z{JxphYM~tiA|;xA=>1h7auVj`Ohdi~aMC`cWz)PTvoaCW${=SC6LuQ;nNXNuh5>+R z)e8J;p`-r3Tb{!LgTz65)OTEL+4j+byTRd=OwWGy4JgJ##0n^95)e33B!M5f%W5Z; zyo{XQHy?H8yR2%3m022j9ZHff)#FI8?5ej2Z3Dz=f=Une20!obi&SYU1)J-mYa1Hs zKQ#@^%?@x^l*$K?CBtpQ=fI_M1wg)A<;f3VZWraw5NBXh>95VS zAg|qa@ZQy0dsx0D*YF@-<_9;7Z0MU9Nz8lg<9Ki=sNpcYvgc#*sMqIBJ=eLi9v{b{ zx!mc{N!Hgo0x%iw=$IKXR5E&qRJgx}5SIpsXH!@G(t* zfOvoWfM1GbMh2crcqud&90QBz%5*4z?*tLdlY3m$|D#aPM}6%dIR_9{&d)baUr^Or z{WkdOlvC~li9yY%Mvx@;JFhcAaK9vBNMcY@b8iN`$MCFht|$AQ2}@9nwM6QEb`zn< z)F(f+~@kJdn)^$QrLX%t-9A&r0qdMPHsyS&kj>dA#>` zcKOHqTkh1broal6^kdFde#g(UP*uENOe0|1Pqzh^!RPe$L$Nbj&lxS&c)H11Xcu<$;VkSEUp-U9I|;qc@WZXi>deLkh2 zv?gM?R&)5G-p}xdomt+S>I3<(?m!H^l4Q|OF;SMc{F*su+yo4MaOrfH2haN-#nNea zLZmS=ilkboVO>8~Ws=Orko5e%!ozDJx2UP!3v547%95Gp3zJL!+L+!~&e-Lc!7@3C z71N4|U3<06c{K8FzTjjWM8eW34>^r06#D$0XW}>2-s~x7(%Z5N;+OZ&0)p1 z#c&>LX^EhbJTm-qh|N&YP^fcyg`9dUU#Hu;)~uyGBs6?x0W4xynDjX8Ujw}~)aaK# zB~eb$U6M@cJc`aedje&^xq(Cb{W0JYfzdv`KC`*Mf~{t8gKLx36I=?h$Efdt_5lJG zC9~@b6IrD^?#92*;Q;LN7GbAIzqmlUiFrndeSy#{WU4h=h%&x5bg%Ol3c6e z6Y!Ith?*on1FD}qKzs>J0O52X(^Q6pbi8<{Um>=3-#VcUem#CQEH%ycPGn1hys-|2 z$b&xdKnjZUe&O3GbgDjJcvZkyvgQVCNALOjZ6*rqh|OA>X!}g)k+J0@y5Jr#WREfN9+JcTQU2P@ejY z_H5GA5-)~!+SGSjmI4h*wAB|hYO&iBvG>d7yN`hVak&xrwoU}*lj{Ucm%{COpZxE5 zR^v(|1=Z33i@0(NWO++>N}SwHFp(kqQV7|VP`8wC(^Xfwq5X4$Q@BS+WK{S3?#Ei& zaP`nQ)ncH++X#Mb7sn;myH)fpX=jp-VkLRf02{*?)uI1pQ#k`_o$xC&=kmI=bpoJO za{-KnrFVvjQg7$|=@+vyfDGTaK-%_Qd8CL&_HYnRWZ?MUiM zGMU3fpqQU%K&-%ceU`46r%6MZ_6Kp0#}LN^!ehH#1krMfxuDZLT3TvaFdl|tus5pw z6$izA)=h_3+?KqEYbD>r*-;Oh>$exaA={zW;ObvJ%=|JM^a|}yl*0=RF_sJ-(`dC= zuG={*1&N1cu)h~UiK#v0{FtA6$^vT~z#BU*wEtqX@LIv=yEAQ=&g8d3AXZm?^cm{u zX6WYg@u`n)gH}7xNs(pVG?YI#jCXARrlPuv@QG+$_q5RDI{nt0q^m~{n`t85#R{T* zmP^dBR>X*ni*6Y~ePxb}%3YnbcE5V((+hR=QJ*>C(Tr zT;_IZ9`~d*bxKDINp1ijuMC58>WK#2T@NRP8|-)yCH-SM%x~?I)B$*bZqO}vlR7_1 ze#W!ed&|8X+jMvB{t4%CSwM#NIkF;0V4?7Ep21%?-In8Zxl!IVHE*-QV(=KcfuW=# z_Pfp<(OohN{z;n4;9kaXyH0z(3(sAn6P0Damzf&}_!9)J9SvM0`-!24Cp2eG!n#M@_O*-^sL$zNSH<&PB#$aME|{ntdoCpZCW{ASLu&i2l9 zS9U@Omu$b*B(a@eiAf{+SSA3w99OvvsVJ_cL%zF%u8b^}e7ATY z?4W3JC|*olnN3|^K;tyffH_qkA&tmt>cDxGz+B*n#Kmm76!`0!Hje|B^vB32TnDo- zA|%; z;Uy))u!Wz?Qo4^rF6Kc~g7pVqOOyEa#8{75t7w9$TaDgAH6dYh{$7A*?_=f5`>H&) zjwIfTWQYSaj?B^sXfP5!oRb@J4aJ4JzFWK-;9O<1(Iq*{7p)w~td)hEn=`Y@bieen zZ8Z91O~{MrG|Vtq0@DIY;C@Zvx>%s z(Q3K(MyIl*Lz}5#E_iY{`4LVT$cl2Db`DrT6l^l9U!B3M>)l_fcfdN1#f?D)*pSwf zbiFBo_*kUU@CNWLp-im)>ez(c9^9!hA&+XeE-Nt^Gco3ragoLrwE~m2^gXLNAa34N0jf+u(XGZr)lFF z6NOjeZd&TbZ#-?~j9@uqy=hacfnn0UirHKBMttWGQfE=V|E=7-W7PodwFiv_;XKni zQS2o4udQTi0;9z@|DuzQRE=vJv(Ud%lKMKqBhQEc#&ndxR3z{D&gj(`eUmCr=IIy__|V9Z zh+OJ~M=V{Frb%&6adnV$5KwAW;xBv1uXZuG!F!of+ZX^=Z@KivA9a9{{x?y386855GYQun&<1OdHYw}Ql z@Q*l(Nn_}lLtJqRM1Z02jtuH>RAlL#0GBr+ZNBQu*fr54f`;zQW@mFf4DjY1sY*VA zeBF;VXE=s@K(LaaI49FO)qMrgvN?w|)*DPo`r%5N%Tw?FoMX=O+GU#ri4VSi;c;`g zwSy2}GxU4k31td8_?;a;;;>@)Lube2YNVJKFpU~JVe`GAR+4k)G$o0o<=@+6`|T@S zc@FU_f^>aw8L_LFJ3|6?VJYN&qkxQ&5LfDG|Crm*smf%?&7(79@{}e*o)B^r+Ec5a z`>W1VuSlSvEDD+Hei~65I{}_y-BYgdI`%u!z6eFwGEFA5)6=w}sHgICf4QLX;G&P9oxm-L{>xPZwXGUS_xm zdl2{kcjf=na#QOLP$&RNr|;=5i$)A&aJC3|Ql5OX0`#f>c-25pPQ^La@(A#_)uhn< zMa@g8LT%PKN@4Ys_Mg{}{iUKs7O^Q>WT`pM?pOEjCjK6JD+Nu?baCn(*xj-8T|~qp zUZr!p2cRf-0?!qp>)T|e`}g4^$SYm4VA`=Oh}|87nv}P?_J>|Hwk2>G%EZnfskj7L zsnbhe)+JIt&D4IRY`GE>sllY?GAm6dO!=JRmg2`C6p7jD*qM!w_lIKxZgiN>9)Lz`drBN+!W;Wiz-}Fx--$`!! z;ho%ny?8bfz+KB8zWs7Cli;{zIIE`b+`TpFGpf6Vq#`i4A{b#Jc8kb}`CFrvnjo!@ zFD&vl^&P028m)f(xKBreHLdu(w$EkX^+aE(cF|`yUQ_6n@)+3#sI_+!Vx5)&V81H@ zS3k1sZAOEmE)nbE{-YjKXk813d_1!Sp;(TL-pJZ}feYedk&;2a5W$vp@bSiRU5^WN ztC-AKcOQu4BD1~^+A=?XD+!yoBOguezQgQkpQhUy<2pS>3x`L>NlyA`?9KAk#><&s>!9rjob6y| zdcHY91LBf(<<0>;5E@L-x3k!eI|zXijcJ`BJEx@XVaV@w61ybv8cDG!LWi)6H|a7{ zOa)t4sE%q?ep;7#c-^{txYJHy-cvtXScVSaFnb|MU?Dd*JN zX$EWFw|J5dl(S+x4uxM1b}dj45*0wpb4;BT-@QkwVoa*F|Gw1a{)kwv+BRs&A6|bx zkVCY_L8B{?90U;+e13%IZzIQZYu41H@4bzlU1hnT=T{{U#I%HvFLI*Gm(6iHsL2LR zpv!m{L-Oc`-%cv@=z=0xvJdR8EOf}`M| zoCy3_t0cmeX$sVJ3cpGiAj%Ma441B115vUgHudEVri%&&Hy$g~l!+%Meqv%d`iz&b zyPNOt^Jpx#)ao;ibtj6b2h$w?KCD1ZlqM|e)urP(^x=2vosnhz*Mgl4%wqLsZszD6 zLDUh886ccf!7ei%(rqjaNS0=r=U~j(yYfHxY;hkA1b7Pzi?Zh5lzc3$bmU;O;ui1*ArR`r_U%08d)=@IJit7$(TzQ4uv?NW1~TZR_Y3zN`r zmup#sAoB*8u3ru#bS+-YaRLy@%Fdtxt~UHht}0PI8)V z{2aG@-u1T6UI&QN+A@dF^8KH{Dm2JFki{%e6*L0k0+}qpF6=U6o1XE>tw+3LFB16R zvcF``zjeD?$tbaVl%@$5{}5U6b19gSZ{YIqEO`h`(aZ)PGpB~B;^>!IBSwL6k!bH8 zK_7X28F`bOLXP5MY8#6`HkZABeq7Z&e6^*gqLgcDL^_6#A#o0<-F4h@_o+L)KX5$) zhQK=T+K#%4NLr8XTf{*4HIlIOlwB*9*Th3I4I0!Xau@4r6f(ZZB@%oTSWkea;{z3W z&ivQlPM-9x5q^Z}T3%RoA$5Mi_l@(Ix3iPErR98yZKZ;bp8?!1#(B?a!u11A6h1%4q z4Xh2D#qfz4I@e+T;cyuVQeqP2BC=~;Qy*2Y;F@Oy9lI$IV`lv~I~9_GBs@+aU2iz) zxrl&^Z(FsRUj;&TNwT%*R0Jb1aLs_FMW>c@Cf)rUc{}{g<;UDE&Niw&RGUvGdwl@x zQbCPiG@4dl3DzD#+d-z8%+PNIUJ-6A-)$&xDRiL;-%IZ~YSF-$6sygAA+mopBr2Z( zy?3Z9uwTDJs=AtN3Sk;J4I~|jeXleK81yODRJ@vfW()S5+%UI1%*;;dF%Zv#s$@yv z^!V`h2xW9RVkZLk6$nqygvk@dNi3DM2`_OZhRdg3ZW((4cN$0k1iJazT2fHhQBa7Q zUE{69vv91|ZE5GRi>@jch8|J~P+1X>7x_p?rFnvCH&}cea#UtaWS7%b{;M^T3vZm1vLsUy&F7Jy2bDif+^1fx=ju#Rrp^P;m@#TH4@!qMlY`Z^JYcFO1a zDNYxEE~wfYi)3ae45Ne|lMD6)|4z+dASi;t*)gq}XanTiEodZq@fVl@SPS7K4_r19 z$8;it)9XIDR^WW#k2a~95ZX0cRc)Ip3}E^2?lvrV=jUHBrhWL;Wf>;!&O!0PEfL4& zt4%IzFbFI5_iP(-++BSx==Y%%gz#X2bSqylf^ah(bo^wBgRFx&F2=97PriC(c~g1S zb5Y@<;lL3fkbU3<+(MRt34GWkRnQ#98Som|eFF=^9jKdXCoh7z{-Z!zeI;N04iu_9 zUC{^T9O%>!?>3~j4DDy5rVd&JwQX*+MpsWctx>c34j0%UZ3qGrvLqij#h{3Z5w74BJ|>)Pu>1RRbb0eTv)? z3N6_I`k<(-7&+dC5`Q)}0nL18CZxi|xnfuRLt& zK3kaa=e#xASh$3CBcg8*j_d)j2dO!76!X=x+_clRedmyYg{MO6+ST(!GgtZW6b1;G z?NH@{DTMr~Hg+bGT>7TLqSx~brghy6n_L}$gx3=CeVFg?B5tqd z@@+Zin^Dc3PMNCr?@)g^@JJ5XH^Pb;-{FtWllHC8Mn!@}*JlHiWQ=&UqKS&V5K4&c zLL{V8>bsX4R@BYO&L+gK(Cp^J=bq1FFR6o`sXrO`xoA^-+Q13DUjzhedyd8* z2C<_-2y3QDBxU8#M&+O8##{9!wW=b{p;YvoA>(xvC-)N*XJSjx^6gfRkK`YV&nz!o zk%M0PjiOe{Wl=+(=l(|6&wvXp$-GnduhaT?!I#6wb@Jwz@Bh-OsGkkNF9S$Pt13GN zn!>77KPGs$tJu=Ly#FtFIM&}v@wMRU)t({W`y-|Dc+_jNtb zAjBSs=6(6wSAOBMI1gd_f{QlH3NVRpLgxo)RT1HE4A4=Fp(%Xa;?Db<@7##Y{VkRt zrt-ceDzE#CRW~lR+iK*8QI+Et$h%7LkBCdS36OL^ti6Z>A-FqXh3PY#Wp&=zlqlfj zD{`m%7RKaZ&Cq!R`RXyzl?1r}KEC5eLI_^G9ppG%wJTd041E(O4b5-o`hJ**hf^Dm*cgTjG3aYJr&_4<$9}cvwN#bNyqjGlzkXHY=fT5qjV*W_1JRt}>*g60Ka#iahdecmj z4tJkCRcTkfrSWZVkLo7n&Nv}l_sF~#XS6=yAz8Ok;KO{xVHfG2G3Cc2GhLwX59kJ+ z$h2rcaYT5$9tSfAC_G43bM>kb)bdyJv5e7OR=-o}E6VcE9=svtrt-zcKHfcr^AWP% zS_v!qm*=`73LE2^d7yk3PBl4AkKHRQ`o!odN_`5CwbH6{PyC zEoR>NNG2w#qU>I~q%0peQF$3y?ZB=Py(mIB$LZLUyq1gO1lk845T(P8WV7jCzL?gy zHwyCOn`Br**Awox?p<3fQP7j)&oiq?YDOz2w0OZK2F0Tq#@r)bCLm?BZaiHsg_rhd z-Ke~&{^!g{v(L}>fve+LSxQ8(Ag{gaj{dX%iKY1mtN$Om4*W$;A?tj4_yEk zS14E&QiJZ$YiT9u@sTry1bPP0Va&fNl8Xj6DnVaPTi2%>>Ae->g#WQq18yR^R7q@~ ztjI4*pCVSKF*PYONy;hd5(UioCUC@bQ;fa4VyA5Dw=4hmB)Se1n1M%oLW50+#ZM5N z87KjQ((_ci8nHCCo#ow#oFxK)+CbkpmN@iIiZP29#bGV~OENB|NY@r!Y@Af=77TkVWMz%ldsD zZ%&j88D6oK4r*Y4I5ad4ie_-wFLpv!L)#<2#VhXM3H1}uv`MZc1pm6Bh6(2L@K|nD zT``dl4%pBAhVHf&I8C4KbT3!qrIN7&Dh{XT{kO%sop}Dvtv(E3fz5r3O}TS7f;alJ zz+lD4^V|Ak0Qcg z6P6hr4cYVmk{-Q_5tRZTPL%Z`T)3^T!#|seSWHE}unJLMxxFW58-1t0=4KK9fzb>V zi)qaiZEemv6EKMdY!iqS|@WR7~Msij{l|dLi z1(v`WAqGdw$GUUKa0pHhLXb5%NxG<(*nP1$xHDWZPZA^ed6zOC;pdoky9}DK&`77lMXZ z|5pQCNw8and^G0Up(Sej_cAhfX0v}Z@@F*}x1)6{oeYgE)rfnac7x%*K5>Kf@~?-D z3h)~RyZ0*!L+mo#Ji@}tk=JGb68(F~o@lj+_9ALqwKB4jZW%vL)JgD%A&nEg*w5>D(wj-2v> zlDczDpZuxOICX{Mir-;eK{Wbk&1=S!kt0JVZj;O>apMptrpZB|=e)b5B3N1_!s_oz zf1xzdtI>IRHw#~;;(-+ZA!~6HyXTwhj6e!W%A3F&!T=AMT>+HW-XxVK0yXjZRvHynI@WE% zwpq^sg5?~$N_!Ibo_XcZrKn3s(qav+zAbR77tXoVXI122psFCQr1V1I`+dycznR~T6+bSGk4koYBl@vOzY=0w`H!Lo z(W1$G^6erX%mbssd;_f78Xp8XQF2|p?fz^=OHzt& z_-$vgj1xxDKQv8_sdcj{O1Za4ZW>w3yx848cF#Y;|VZ;A|3k{-G~iJMVCk!c_Q zJMTvUzpMpX1t)yk3mkVd=cojP6PmLzktPB`eZ>t#L-{o964 zkA1}2^?XK?mB%$^;5KZXp4@+{6G^YhW4A|V;KSMAnpz!hDBD&@>pe0?gyrP(tYQXS zxv$ExPX8T{MqLTW#83y%fs|bF6G%%s`pDX z+us`fg?z#ZDU~%+b_#8Z55=O}+#(^Y$A}$J1em39Y)^T?#QTrN(QJ3vc@lL%dc0HW z>gRxR$y=cGJ?l)-Ogy!#MssWtc+)vpXc0x=Mt3wp)jk|{p_#o0I0LL0g<|y+Jn?n} z^(%UVLy7z5>C27KmeC@t8dB_S5OOG8dU#v0^WAq{R`aQzQmY1KaU#H_ZIveZ;iOx2 zU@vf(7%u$1xG!^sx%!L@)x$@JQhP4F@|m&M0<9BtBO0H#u1)4WFOfBwLMnEHY1T+0 zDe9o`q~bgKHie7XH*t_?Qc!6(c93SnfIV!b<#SDqX;yQA0_C355&vYbguPr9k2Rbt zWo0VgFV0Y*Ii^ti=q)2C%A6YTkKiIcB1B>7OC{YXrAAc4jh}}GPPyb$l3uDz0)VwF7wzqSQ)qkSMh-E4ca~fct<>6lJT*3o8Ru^WAwO7O__$d z(|WJ=7!|Xm!O43k;;ld@x|UpZE{oUFQ;1vD{HYhST_9C*gq{xV0@DnU8Jz;{VqCF& z+U5R&yC(a6fMkpcMMDE_Yc$PHMw01YH)yBJ6g$yL6j-I`e zV||*q(Qq{4>%kC*tvj8`4s3#Q?jeU%ohN$&vx)O{12kiJPMEw1D1BpL=@A) zm!&%T5HHsj1#!yc_xOrxdAobXIcyOr{7J6^IZQ>fbq5bJ{A>4);Kg18EFs&Y^L0Yr z4M^q35_<_lC<33zP7JW=?-5dP57)H`cKC^HEMS(rHx(aYSJ=aMZeeql8}*d;Q4d)( zHu=*var3uH@5=w9&`XZfGMVqiK(b)Zm$EOnt(WWJwyN~-5=Z81gV6|k0DNEuGs2tz zQ#!X;2N4o?hU>S!B6W#1UHO`Rp7{WGY$(<24RfKma6YCe_fkBl8aH8)x^~7Rs6=c0 z)mV65xfwoy#u=fei6{01Jy6@dOK+LXMoV(0at4+J_%ci`cU^Yu-L6x9eOG34^iq>E zr(ab2kcYb2dK;eRN67{lpNBt!QscC> zZ&`4?e9dx0nSyCO17AE|Y@Ad0FAB!f`K!nuPr@Qjd-VeeHr0D&?YFOfg`&ENzN0^= zjeWfXa@T>A64ya5oKw2>dUCRB;QdH1_7?M`^>OKAoh*%)mi3uz@nZ3BLkpt|ajnv) zpgaUCWO3mwJ$8R*|0iMLB>`LL$SFMHt?HIv87wAQk*%^Uj6=y|WF8nMk8&GK=wa*K zzsnvHdq9J-h=Ex!POugGYh;Fd9C5imve6Nn9F?lY8|mS?70%kayTS zy3(;duDCyn&y#C`^zQWq+S=y{Y#yl~DwD;g)s2+FAwq(5wrcWNNBfcq=x;=9qxljd zlJikBz96=$FHTu+tjsuQ=Krzv)^Sb#U;p?32}u!<1{EZvL^_8-3!@t*ARr(mokLo> zkw%Gult|}j6qN4XDCvzHwfFDx{kgy2`@SE)?;pShW7oASUgwx{?&X zs#Nu<;p3sB>wH3T!MmiQsEP`hptV~)W;Vm3uA0ksJt=m^Pj9-6rERzeG9#MZWU9?e z{y$3#dRkB_$SRmlSrP#4ue9*-_7zCIsaj-4K@1ajVwE&`rn@XV-;lnb?mQ_V8U?zE zfXVz{sat^V`W8$Ljlg{j_gd~CIJ0!RTO%euye7{`7Rqpr$=fu17M*qHtUmd1-34#6 z2zF^ojBLqTr+MmBDz?$ky=~?x!Z2yJR`{GV>vA&nVX}N+!_r_cKzOQDHjODeLF}CZ z%U=|5%#(r!5u_);11KKYzWs#)x+8f!S4J&C<$LDqW7Z;9CL`l0{$IXwyXhq~R3>KQ zN|-*>17^iP-au!N7{Io>EK^?x&H1IvU4!AUBe~~8=$O68nHuw-#Mdk`z&678>VYvS z_2W}CE(e^}Zqf-%!=@G|^j4K{e*~|#0?l|sb{hOfa04(bUHO3lJO}W8fqRRZTt85m z&?Ssbf=;N;=e!rO(0VqD{qr#=`(r?WqlSNAGUey4sr`4ZHRfWj1C4sd7v2n3VS50xQ^njSLdj5x zJig)uFDnU0qWz!C+x9i5`Fp>CJqNx*3UGtc8jTV1>_HP*5#?V@1Q!D7`=*n2T>IP8 zEMD6v?shlP^%)9vPx+Ozy7f&**N+tJ1I>=TYV6}%_a4q-y^&$b`vdcw=->T8P4xE- zsCc^1g?3M!YS!56B(7P24jG~OO_6BxwH%6S-U>>w?M5#5(_C z+jM*go!X%Ew9ha@cdb&_aLTh?$;sMuO3=kcu;{6|`Ldbl_h0MlwK8{&QWmrJ)PxO` zD4LxEsnCGd*DkOHfPIW(*wkqFz*-M`6cV1<@ z3V08#*NewLtkX~7#sWYfArNpwQh~8ba!;2~FeAdj32KHOZgsvtE5lwRuIXP7EwI(m`M)w01;=U&e3N}RWN%9WM8!{vwATe$KB;L-1d zf0}Qy!EXWiM@{x8s$BV&rT1z9aQof!ciKNGi1mbabgoK?LitAY$~Eg>1W9jMRt%GdO^be#2h;zO9<%H?G}eY1nj) z>Y8NxHL9&2&V;9y`Eo$JsOZEwF!b>`@li5Dnv z3_BxED8L8vu0sYpfsrxC7}QE!E~#5gt~aM1=ismJ6O6tl-3yo2n<|L4(J59ul*voF z;s*|*GQtTloBeDufcHueH)?_i^Z0FoHs84?uJw%5U6Yn4@uPJBYXPP3cy0OfG&{ef zX1(3%qDo@xX?7fNuLJuTm_#bEUsD|$YvWNV%YMUM(E$(hd!KdVPIo=<1ILSDt6u}( zS;5x!&c`e}m=v!!`h_nxEy<1xd%MTu@vE*{XYEBts|o*kzts5aTrT0v7&yG~IAAoR z1|I6tMu;XrQB}jhTQ{lI~)J-p8<8)-legZ7?4YJl{M2 zp2ze1y#r-BlYz#WaxpN0I&e+f8U*RTk@cq{1x_61>jn3T2YPz>j1`eB2R*%tLTnwb z0+eWaZyc$~-RXRJwrwV>>f$w-<>FfDTB#P{`2Zj@^ZlVVhole>gEe# zwG`Iiy>EzKhK8*G95qu16WVj(5wQyCN0rUqu^YGFjzNfXY&$Z-10Jq+Q2ml`&Cqen zt!&=hG&9Vx{RAnW$wdWVmmE(nOa_K3!%FgXMz!6-MLT)@f^`gM4J|d7ZaZI+^jd?{ z$WV(-bIyT(FN<4wz!e1$X-$pBPY!t;@9b7{eIb(Vp;5}y_1i}dOfuozFa~*IcGP9! zH`#t(v$&Z{iK!tdl|Ec^d4A{S+-|a~AGC$39!fI;j21QI?H&kCXk@6h#26UGm77Yo z(0r&JocDGfL9aLN!D++HJkolXj|6g{WOQl<=ql^Hm(=(-K7^gPuBa?2d+Hh93b;$TPHl* zB8-|teP%E+DPur)?AcZ_A&YVUEE^kqk40Zq9c~R2e`Eo&D9XnJ1B{W`pEcQ?Jf#zW zn0RIdR4e7Z$|%{6M~Ingu%A@~-@?F>SoSKFKzA^Hj*SsWIs~uFS(9RorCd6s;LB(E zfpMRoor}83;C<5iVvB@8k3a9Bwdeaa0EizV&3^q*;_|7(ypD)i9Yp-6z)z|B;*`&1 zS1)HKY}=$>JT2YP&ERjj$dPC8*~oO&q}pM~3YyNCGh8S;0M|l*`{*q7CNsb?u+$#M zJQ45$SswM~N+`n9fG7QX($SCa1xsB!($s%^*&38zT(N}~6nmVXf|)Rl>{Rq3`mvR& zx^8}A2BXA9zE*5Tf$YQ4i6v4Caahw zYpR}ZNLf89fp5){bD4K%niQ=UlI$#q;P`OApzQKQ_Gk0?ebwR8!=Z#L*Z%6IbD|Dg z6Wqap3G!3zX0_B2MdicdO2*1`>#{FQi~{aG&{T)(o^hWM1BW9y=og#ZO}YmaRxOC* zPY1(vo6zSzo2s`hX(-cg;uyl?2jt41;^_fT63!5jnS-OnAZGedUFTuGBX9!a^CXU15V%=`QqljUEj+;3vIf|Km8NH?cyxRIa%^SyDjt|kU$vcMadIN z_3(N6WVaM3qo5ShWnZY2|CPD=g8Q6qHXtOa%BF$b_clUjL{$W67g)4ceJ)uVaJO^K z_v6(LEyU+oKk)@AKREdZa;K5Z2`jbXQkCuG~5ZqU~DU zr%^*pdQ5+xyjFZ?UhMIPmqQtlxSXXK*1XN>1+=*_tY(_*bGiw9J0k<{s|lZ)A!Lj$ zCR0Dtds1e|8{B+C*d?$BO(B?1*gt?N?{ZDm?-sJSYeF(^ITWv_{n&E&Qp;W(WYgDX z9F8Q9uCk9YjFt9&ce5baH9cU>i!2j(6EqwEM41o=$G>vEs|i88H*vCrsAZR)7*GS*^57|O7ZeZ@u$F@4{Ioz#2RwLzN<4V*`>4|A zY(#JU$rD|LbqLJv`p|;r|IZjHZ?IM{Z}6AI+xnv*&oVs7c;amh5Kv?CfJ*QH3l#<0 zyaHOjV7*{1{D_CacXB4a0X$Z}U|mpwfZKQRA9FvEN*a8k&EW#~BKL^95m?ay6tv%E zuC)uscr9{eyglz+gUTl}c9@aASBWeUHfirA6H0xg`rhk+;E}&!lI%o!N$H8@hs`fp zemSS-*G%kJL8j)Z->@_2olSuie#G167YUyeE~i)KCz)m=GlrU%0=NOt7N}_6vZ@<| z<3w@O@=W6%=+#AdP*;k(hb4&5h(x-1;1b=(LA!AKSNwhy(Ekqqt9<}>eRsj@(IN-UUN5XAr43M-K8hj7QVEPjK z!Y0x6<^5V9$;pc?tgvn0t0i+;7Wvgbvw2R9UF{MS zxAicwlh1Dy|E?eVaPYUUi|z`f?g|v#q5xh1wEOTF3U1A|zr}lt_rrbVZ)1`=ffgvD ziDX8(!r!r_cA2Tsd>i1!Pb7;MR`?X#W+zG*vFfMw~D`APXSBF*ljdn!*FS&#hjm*)OHinrZ>upTgIq z5bY=MKLc>>)_7kq#4khgnR%Gij*O!D1<88|@?xr5ATzZ&FKQ>~PJkme6wTe2gdIU1 ze0OrzbIRjp{?e2n#rqI;2mEP2`dFkQl5fPdqlboh!EW}_nGW@9H_TnA>NU6Bl(&5L zC}3@$wbO|}CttJFXDJAC%sDtQaLZWa52^=-wP(@s7+A`QMpuS}| zc{l!XTdAYJrcD{hXKdqeTZP>AaSM=vn^*l-d)abqmkZv?+oOo~9hQ<4iQSq*j!?KV z3d$_#XXT_XfeAKzb_d$dW4@1+A$eM8H;VFr;Rlh;3!>9b$$e-k@B2z>EaxK$u8EnZ zT^X?S>nbGeo7zSN;eSBWRRJ2t{)}o_=aru)UQj`(qoOOnw6uaPz;CjJBE42>XTmFS z4C*W`I@@Ipdi`4&72%j`|Kpq^D%NuBS~P|+tk$9WURH|TB?P&|Ur5nI%WLyn+TOYK zA`>7YEw`>Nk)7FKJS>Dd8b1oweYC7sjrx`Ht=FNjc_ltC70Z?mrtZ}d~N##!9|h8+roZ%a4S!Uw1#J(sl8EW;wWR9?mP+ThG+g1y${@Xnk3>0b~V ze=WU+^z+Ane;@sjrC78Mdeaz~&;WRr`_?v9^)G}zG8!1UR`bP6o~ZiOR@v*c}uqy}3JR#&Yo5wUC88WrR)MFmbH!b*}2~^5to; z`dT$T9~u|*jloYX06`Nt5(l=g{xH9?*M~Xp1rwb*X*gE}fJ-mz{h9WUb@A2$-t0e8 z%kkQVK8Wuc;p?9+U;eZa%st@qARQ%wsOT>)`?=H$ zf^m4u<)*mr?G(`SPgXXm@_f7Xk&MaQnEU|r8~L~q%FjBB;P0*qxwUy>jvRxu`h z#hpQVjp}LfdNFgl!(=BWxTDoyn+@C{uGsmOdU}`)i!)2?4d*m$b#CQD&?)@6O+MeR&SZzJytC!0M zH3-tj4FS|V6z9$`VdD$K^K*NOUCrdx1`6Zi-8pL%+(XwU<7Dk$Sez3qXl_jY5@dI>pDn9`q!gx`s6JhM3V;(n7LVcPqZ%1r_Z%;n!~1s`5|uT9R{t_+)^IU&ZF zEaRAsebAh&G+)N7^0hZ*6r?)xPP^bs^M)-9$RvrX+8zjXA5s}(X)J0cJzC|M=I4iZ zHCt4_yj}aK@AW;Iq?2`bZ5O`JTyvsTXO(s$UA*0S1K2DX)Y5ZOf=QoQbN9=OqZ4{o zsLXv319`j?b>@%zIRrKfzb?xRwj|wx>-y+tYj~-n5WMnNCHSF%)zUF*a@(9 zJ(uuKb}SdJK`hs6gKb6!`^mDeB&X@|iWNCHP^hTrokcmK^c3CvCcj-Iq(k7*5Gz0^ z)76_i{jIZRI$h6OE#$oAdvI`IBg8pgd(X~Rw)U|ddka+wbW)v~sYwIi! z<8kNT)`S8`vVd^W|F3bM0-?@p{Os4V)-02tP=e9|VlDhTRN4x}gECrN9Blp*3ilZ$ z`^aA##*TU6|25}>2NJyASLLEUmII%eVYAV2WI}X3t04*=HVmgd!{?*F_Ys_Y^}VwY zb4)3+z;?R6>GRHji=~bYz8%DZp{GEf3DzAu$nI#5oq5R~_tM{!j%f6SmCVMN`W|p5 zlL0jAug`nKu89c!B>gA(%X`l5He2r6AgMSV=m^ak?p!V(vXoJ$ffm8%vj; zS&sTUQ*|3al58ntkm6~pw;D0zf(WNJ^*5vkaGbnELS|;fQ>v3{>3H*4c*lbzM0uk3qfnRUp(+UX8Z$_tMJeZA3kEPYNJ~vQt)da9&GJ9~iKT zi%Mh#?&aB@^3(e@fg-jfrOx{Keh>PD6u)vP6!YI383P6u`FN3S@g;T{2KKsYm_W!I zU?E||8lq-;IWh4$-|V{5L*yEDf4I?Iz1I;QexK7=Lf>57E1zgwrJm9s2B=6LelZ1R z#0fCs?rFmfY=!T8a1h;W;7$62e&*LD0Jt4vew@XlX;^(5A^+G5IJ3QLmRW28$$C^C z*%NRZBgJS^XSHFMra1E5kP!UCXErn4Z9wsaz-X{J4V#@t^n*o3d1 z1a$>HxG9vScEgZf^(VbGV1N78ZUJEEOj@`MEyvY~&a8n4g%Vz>qL>|ZVbnqvW#rW6Ri|#8;<_jWekGnRE-q=7& zyW||_29Nc#khwvb=oKGnndis{WF zfuU%(QoHdHd=v#E$xoLbXlQ3+;R`3J$ za&t(2(Bo?zOk@8)ppQ%geJ)Y+h=uyf_n0adI0>~n8~)dLIz13*4^&M|A5;CY^6?bw zg8Ul)&=X&Ad3_YCOM-TnE#&30W7uWuidc8$Y;K^yGB$E93}p z>yP)M8OwI|i;Z_YX1VHn7aD;{AmbYjbQ(QDW7V2cHwfXG$Q5dN#(=<^aG+-Ny=Fw^ z*J0iJ+2|1Qj{fB`@oQW0J~@HwmLXK1y9kn?y6Lt6F7?LwOWn4fft#&ondCCXPD}om zd}74vrhqkYU6P{4Iz)m-gsQMr<12$25S6Lq`T2|BPG9PzSUcIo)(H1tX+xwjeC&!W z>X(fnF*G?RZ+dno;;CCmj7feLm^DZY+jACzokKwqEF{wCjWOaif`#5^@1H;a6{M$$ z)P7#NC8-VVcyn=&hWBUL273CA!Rf)9n?F~-E*l_Np~HO?%@B5~t)E^FwZ+X!Q-&*iW`S)}nH8=9;dq>JyF_A7>W(9n|R@t+bL9*to^nN;8_< zv^(OmRZZ2A(A-Gj_R5_<@C{O9S$rq(@DApNe2Cx2PwTuGk%XbzGrnTIhTJsDKN0F0 z37-+aSKDVb(-QHyY|wz&^o@;yd)+s-)xrB`nIAD3VEuW;lmcpy^*qr5-~OeoXkV zL?6+Eid_Mz?oq-g!1w$A5$y(MpPPW^f_OT3jjkN5rD}gv%?{+LaTCDGzV{EvqY*(M zFYnXSb;L_f6&axD<`BtN8cU0N_(hKwqWW-6I%#}sEROiooK%QSjMEwuWj z5&k?}?0|!Dx=a^km&Y@pnHM=;|FpiB-!OJEJh;POOSld|-a-^XkN!e%|3%OEZ`%0( zWP1E38U3Gs`*~Ub@+=_Unh&NI1?4KMfn0PUmY^S~6o$Pww!sXp6r!DfC&>3TEY9y$ z{^1$S3E}0g>UP?b6gMP5e_r{lszM}3l0bLyeD4Ca?HR*hu?s=OSx;8b)og}?`S6u*y}@~|ZD#7rc2&iBf)&x{ zy=DW!?u?pwb#M#-`|beo3AO++#v+mRXuHT0sk(OFAO0)yT1RG1>%5)a!AgPHZL+RWsAeO| z0=V$=2(hLt@lQr-#8QhN9TZQfi%?NFO_$jGPJ7PsRcQHGHuOyIrv2nFWQF1()&{jg zvS_|wtj;lOKKrY+!;4>ks^z-(hzi*kG?VMvhA}F$;%T>OKJB2#&V(ZQ;a4J0N;Whl zYN5UxuzI0=#;>@sWw98;Y|SgSY)k3{&00Z*FDdD^@7|jd9I>06KYjPv<`XyBvaU&f zt`8hVp(#IH_z})#;)>M;yTMkIVD(!))$`nE^608?I}|fdz>C$JhZNjq;}%FAqhBN( zs?Sq$FUKOR{4H+4mFB zrU0LAudo_7T!xZiHSEh1Ylxp-P^-)3bY!?ydgv~G`>2yd|Jg-m_J?pQxfMJ~nkZow zeRZ*NO}%ZMos;&lpZ%E!P<7tCyLUBp!2+;12<)S+eY-0MA6+fXRu}B{_L|bSX7M%c zX-~1b_)XWRRx$T8UX%RnA4|MFLU$9{i+k*vL1eWSKA_Q(@WrsP?7~^QJF~-AQ{Q#; z+|a;hpf5ihc1NB#Kyj*r7Dy}iE;ZY~m@@||^}oNZ#1g`Amr><@#H|pL`^Qjd>XxtF zT^rZ_RlDD}OMImwOrwWt?)JvC3y{fM@O&J%Zm@#=3N-NLtTPYXDO607{A+-3{- zNv$Gfqa!Jc2DsU7KyvX~#AWYV>7j7>TwX3qj7YDg#lu`KR03yGw2F2FgX=R^zTGvR zsS@~Y3n53gcb|ta&JpwsS4(`F{s>QJwT3PKD-qlTI{=2*P{kO48F1u2;U4?8zuE5D zTN+z6eZXwKcqp-~L@F{Gi%)W&>0+123pK1JfezjOR5{3jW`2<+xwVbz9uA zA?wTBIOVfQqxY=BDeqt8)1xv-l<9ujYZzVYQ*E+~0OUDYfR=GOb4j2?9nLeZU1t!v zs?V}`aBi6rBG)<{CvV3Vs*~O*j{|Ui_btVn@7E9lN@%CZ8oD_I@u?#v+9hoJOe6oR zj{yQ{@cGQ;nuVb3CKPvj-_0401IyYMzjRw9-~+Du5Cp-c=!EWC)6Wygk=>F{h6Kxp z;;BOPQcHd%tWZu6CMh=gD#t4O+x@ctL`h$H07=OS zE07H2r2-gyVdWF+sMS%Gp6Tq_&+j2bMZ`em49J1p`HME_-=`&y9S8gp-vV5{`*<_O zPuQsH6~bgk@jb;%$)5|W;Qx)Log@!qg0%o`4q#B|1b`+IiCMP+jH0NMM}e_Wf%aYz z-vh4{#o1mC7Huzl+eES^pcw!$`4`jppJAi~7&rQ#&;P4Brv(*Irh+~Vn1Hly|98p$ z_m#xJuRuFIcrOSPNab_?fQV(a2sA(hoEX4>gQ(Fg>+P)~{NURKgk%a?p!TaN^F6M< zcce)VB&^{_1^oA|b5b-YJK+oM;%kA*ESIg=avGQ8QLvo)Ny?{z0Aw2B* zQ6Z#s$0V#nKR36?zbI|wHSssGcoD|%PUMo`(MGI)uF)&GSNdgiV>cfAPXn_rokNSu=&XjiTqDgLm}uhM)uaDpl;2pDfETlyuGG z-t7&hoIzJeFBfwDtyC+4+m+P_1E3D=>VgsB$hJ)&;T>W|zD%%qPt(osS@TOop6V)V zL$7+`t+>RN7S(9C2+01-^_o44u9hWyxe*awA1LZ_`~>63Gx!Z_6CIIOj7>wVW&p%E zW#|V)UF06Z5wo^-2CtTziK-GLim@wlz+V!m{F3zLuEdXprA&t7PQbU)UtYjxA=h<= z7C^x_(zW5vj;AfJ&_3M3M~iFRMmbhagJ(5IfElXk84uznQeKulVr&=iF%>Vi6{=%Z z9OaC2HY$r(kUYKc`)ZCL^6eP5}9-z#CUc}l7d+4^Ycl$!S zA>k`59UME2)B*RmZQ3#>YYAUA+3~6s^-gaIb57~Izf)BmL9yr9D(Gv#N6gej zOs}!G<`_goxArkyseC2-*UjHnG%%9TWeR-O!@2S^57^xCSx8IU=z{X3pkSSo)yS*# z9ho1SR{P9RX}NC<1VUr!I1&|Mf<8T~Gk4wY1=aGGxtASe*Volt&fIcaHcx*&P0Y}& zr(1hCi9N@W>RxI2yg2KQuP+j6Vwz z+|kq8TQEP6Jn=Vq9LtzmxH$vM(?s7}ENDN&QKbfU<_P^KN19JfMBkSVv)`S)`Fax# zUad!bgM0v6!-%o$D2b1UvQpJp-5#$?o5RS;6ULI`Jd$pg@Isw1d5M5uPfW9LOlx2w z*=N6e`m6XT*nBh%bvg$27?l~{%m#cHb&wHlXxQ2~kGd8C*mY!Q7{nON4vfzgmVf6O z%JH^EFWbxb`FiaT*D@_36(3&bPXe)UtUSniedo$o1N zby*;BCRzv@jzeeGu~P(?U|8fu)LE3Pmg=1B9!-lJE6~!#=1DqrdUGK%zOAUSY}jR# zX@U(qrl$vXJg-GNWeLlEUYQ0|1*sSZ$UwsL>)t@ggCw`#7cmjXWI!237AT;q~aqDKeWjsf#s<%RcmRN7|sc;>6kOrJLufOo$lL?BCiO~M1x=G0f@Mc0__382gYr! z`&PWc^VXya3_xT6K=}UPyMLq40brp7Qez+_!T&@QSbC?a*p+5i#S+*q&pWSzTU`H- zhyrW@#E447`xndq8|MBkFaP~Pj8q^M?kXT;i3Ys@9?fbI{I5Vo5Dn5Ep#_0%E(_kPQLc<@+>L!5Vq`+a{x zv4aV&(&@APy*Rn0{qARuF6;uF@m^m)06L@Bj@isHpF_GK)W-8qG!RJ*OmXit-j0`4 z^U81>u+IbYWc90vIqNfW2-^;|eBoNtsk)R{rM4|haE{Ze(uK*+dDK|x=&8yM5n&KP zciv;`rt*Y)Y}a*Ss@~u2_Hq=F8-lE>h)OZPdGpJB>OU4dz-Y&*Ka3g+F>RTsXI7P% zhZ<{IrQh35^SmE=BDZ_~ONpKM(`Xv`E2%G+>LwsLP6sy_@Df1>Xb9v$N}&3 z{05i49$48fwIhT*Qt;3@H)ilo#mp=BtDX$Ll$<+L*OhBC_oh0Zxo%oa+6NY63oog< z<>`wv-M1u9HVkmPFwxh4Bb=eG1DH{sRfCU){hEVbEe0@Ge3L&JWHGfH$oxQ!QT#EV z|6k;7-DgUzm?enKoXL*w3J>^4D}blZbj_Wznh}L#=tJ#O&iitYMxNEwW_A8huk$@x zRAqc`M2=saosvl0j>`Bjr_8wdcWHPF?Pc86O#4KV-e16G zDWAKy`2ZYMb4VBEwb#mVwtyq?0~kDCfRN&a)y6R?TDjcH0Hf2ynxInkRAP;{qqbyZ z+w8Dz(SXk90sM~Ensmp~P%`e&DPa<;mdCh3dz0H-S-m_ma)_18nm{JwX0j-@LJh_| zw*zZD8`k(QUc_mV<9etPDawzdPJW(F|TIDNGm)r;6J3N3+En?%P;E_frW!L5q zAnLz?%?SdnS@=wSpga{r-K@ppo-Gh^~g};CK z2Qm5B820ij8u@!_=r(41@5QpuN3N>jhW`Q49pD(@0L#DLQr*a|q2oxl!Nc<>c|mT` z6U&)Iyfw+nQq+zuqklQGl7YjrT@s4@)<2-q#b^A8d4H9ntRVP_Z- z&hJt^xe#TBk{Hcbi1UANDv7^kT$p5d@Pm`0iA{C=wECE!m&r^c5_SDjSS#Dvd3Z!W zD00R|vh9&s6=_bgszXB8A;8X#?V$DnqAc~=Z~xVvdG%s}U*hM6UXo9iECxs`d!r2_ z*k0fNwwlJBvx#WGX6oKz^ade6e_GNg**jOeWY65He=_ARb;TN=07xTKi=1_1N3O*3 z=OH~cZ>Q1b09)31G(gJNV>hsD;mEsytVRMam9n#u_37>PU$U;qSMZPE?~lco_SPGe zotZ<9%`D6?-|8FHn^Cau;C*ToY>}>+LyeCkR_+s zS-DT7SAr7AJ#J=nu^9#Lwt+;?c)o<1V_u0~}IWlgTd^S6LN)1EeXisxb>PHp0d*8v^^DZl6rD($P<3LiTJH<@26(ZfE!vN~Lb zwnoK&dQ{ty;90q-;5%(dZ~&p+8-!?v-6gr71Wj;dr?(AY%$?{*vR0g$Gs%xg|3o)W z6B+sKoG<*$A3om)UrGDy0;u>}RRAS6)LDL^$SjF)yo`F;v{6_yf3IbAtyGFQ(eXxo zwS%|Q%}Y^TxM%QsNPjMW$avZi%KeKwvb1vWMDkAC%v3$=glvK+q5o*4TOBzs01<}H z2jBT0&JLs?6ObB+H<-!+6^aMlO9 zwHXXZT>P7D1XIdHgZ^b6;wcb+D*&+o*#KyD6hBmf64*z4DnF2j0+Fk<7J>V)28hSG zKlqMt!7VxalUuaGN{pzi32iwly_*QAS`4saxNz0cE>JPd9xgwX@Ganmo}JC~`NV%6 z2^CgLKaSFe{ZjqUTeW%?pJWBAL!;Yi0mWt5(F~g_Xt3C>7wqCF$>U2P{F`sPK;!^ z>872<{Q1%yKdurNxuy*^vjhwf%&bkyg# z5e8L3S=XXyiSUklK78s}@71`+GOXOnb?T1HZzD;+N~bJ+{0YQ8E<|!|&H`iZrkJo% zrn{!*9xiL}dk&lShX{JgN``XwY#7=CcGr0M+8He$d8-RPaV;cT+b<2zc3psh`DaeS zV+$1gT&mH%8uomq8}1k70}dw}nU-kGk_Es_JMqTd?z^H1`n^I5dy_z->WBtxZw?Ak ztV9dC)Aj8y)FU?4f5Kx`lrHF^6qoAtTtVB(8ZdEeBZ{47v(4Q2@i?4G6Cf@BxMZV2 zE|wD}k8gyeB)9tS1keLa8thFHFh5I;frZKQ2e6{U6Cwvbrtd5mPI$E1M9gi(So04t zA+@94GrtAx>&C9<{{a`;F>bLu`%oP=FzJ3~Q0v$39OQ)ZQV#8!E{+1cjQm$>F!Wti z@z6R*m+>hXBKRK=O&bI`=6**S5ERu)r%fUT4VJpP<=x)SqX+`@(B8;C$~TA=F>y_8 zv6ul%4AnH3P^co!>h^0!eDZsPxG_QXZYUS}-I=VsV&4bpN0*ly#p!l(#=!rN za%7=fTLHwxq6RfJbT!M+K}k$3*D^D(MHQT9$*`%J-(c!)vZYB(oD*oG z?>f1@HdW-CGxp8OI35^rs0{ob&s2Y_(Al7_VIax3?`o#yAm}r07=d>64wGlZ4NF6M z5~5ZJ#h4LyeY}-pG$x?Rc|3bnYth0iis!6jEO?1@?f$E<`xx%AM&VzQ4Mx{oj~?r$ zZ3K>82AQK+o_wMzpM-xkP~LAJ2$OcSC5?uDJLINH2nmV#b3~w_Jaj57AMyw?i z!}M&LOr$i8Atbp|lEvQZL2ecmHAWxx)Q#m5N?=waSkCHwvMX~R&8>ldK&|M;$hcNk zKE3Jt0Xt96s0+Gycex=Ni)%*~qL_(D9|?wUi9z!kb4Mrghmo>!znem0${+2a(ld4f z7BGg$jF=9pYlSHs6Lw8KdB|X_x~Q(b(QRyW?fyA&DMtv297*-``+#$Sk*7x1r9Y+J z<5p~T0>r@ry&KqV%PoxJ>|qdZ0P{_K02vyrh{^A#BE|0Xbb9Z7{Gw4YOT+D4j0?o=mklUAcne z_t%@^d%7){Tbf$39zK`(C7b#&YVU;zkgku&o>dP8B{x@539bGEDyz%ck)wBHhawy9 zR&h(5?YsfNn!{%kolq)sCsaLlEp-UB5uQv*XUW5PQU=J zxw=jj*23}x@aNgJcTU=&fw+HJd0Ma}YWZ>uK)=2RtXv%+>f~cGm;BO%r95&`&F@;B zNBXV}I(6ctjZ*8qn=c%QB+sh%W)A)Yab49^D1n*oe(Rr%{eL#Cv_$%W{vZH`61U%K z?`NxrSbcn~Kmii59~OQEtm;6qDM`pteE-fJ87+{eeQ;_p4~W%17(S|%csq1kvD1v* zjiZ;8=kqRO&Z8zbP4H1c5J)(f&`-FBfM&90>qUZ3)ZZnz1 zp@1AI{^scx+J^)_#19%X$V@MK%^QNeg|?>xW+s78K=57No$mxX1q+uL|O3u#5&^1 zYCis=AwX|1(nmFKy|xkqvpxd(>!-Sqa$3p14TxhN(>o5&5 zaC}kv<|&J5RNrmx!DZ^+q|njVcPK?-@h&9T1KE$*gnuntDph~a#%3t_=g6Q0B{;g< z#8i&^oYs93_RFrkt{rb$+Wei?sG|Fa2M1mmbBvy_K7A^%r~N}<=m-8oOpE3J(nQ zCLdbMwxt#w@fsIjZ#KAy-dm_+6F=F7{;&|zTMLk2ovcXHd^y7{uvd2kc3RD1q&j1j z1h_%@V*8u_MoG|30@xM-OapX1YokG@AYsvad!j;24(Wx^3I0Rs8I`A+)JZDbL*%#T z;Rks+uMH0tDf-P!qtM6H(ftz{btUc7)762Ha18S^3maDmTtIp>4|O7v?t! zZB$fU%$3p_Y%@LSW2#PXhFbVOFwpRSl`@t%SZYlUbj0rVK4vjw6RhO7%1%kCRn4zK z_nCd(pe+n{OrFQVH-v!G`#3-vy8!H?X6sEp*p9+qZ32e8Z;n^Jb~dTpFkuiFaDQ@xMoA@zF~}?3Y!9AY zjWmxm!5<-G`8>IrlgIgBP1mNtWVNL_ruA&3{-(TxD?qlUwLa3Kwl$+iJD}#b<2x-* z%3jtzZICTTN*)M>=y(sM0;YVM9;_QVRI2t>IiA`bQ(E?xi;n~$qN3H#822NSgKmP(l-}5lwl%%hJ!a;l3?k6J$QCsvv&AFt2xIsdPcf)6hbrw7i`~mKaEf% z&fkLeQ)|2(nNQ71y4@wqR^Rwow8ffJMwvTybUaSxsg1z9pjW^>*$-x`6L9S7AiBw} zgR8oDsBBK3X0Tik*&MAV%%&PMgw7?NSMR%g86Zcw&ITws8Jp02PZ-?JkHVH^O_b^6 zkqQ|t1Bv#rXwpgb9?^I>P*NT=6!P}+@-q$E<0bl8>XxGPznigdDS)222>g{>B|*wR_FbRdaNQt$V_ z2W9ttzwh_k{SBJudG7nVufzZP-`9OTrp>8>WLw@Shd3H}2(2pLw`c@Cc##f{3Rz~O zn@BFwO=cR8XvuaOR{K!fJ_K=ynC9~GwxdLClla>gXxY%`iv^p0Lv)m+5#o<$#o{>; zYR+>t^P6KTxx0Q7`Jz4Y-cHPUzA^LMkhcr-lWks1KO^~WZLcc*dqdQxBX7Jp7kPdB zpoQf_w=dpev8OU*)~K|thtiGzICxAFSKv3`{jAY6 zeJD@${rB~D&UXv5Q&xnaBZh9abXw%W%WHos$x5$UXy$X^NFjFEgjd(DZyX3r*?stp zMwct=O`rPSdtWMbt|F5DS#b;bGbx17o?RmbmmdG`B|#MsW`FR|ku9Lu}6eb-Mgb$}QtbA9g*+o6|q%1D{#%a@zaSlOAtY{J!Pd%cgVA z8<#D;8?w`WVC|{ZiPMjDcfHl;H8#Xgj4_*W_2jgWcWJYStQz(Dao9HpZWKj2ot$#Q zbl=tKkLs@8X_;|x{0bk>xyC+?YnQyZI5Y9`#gM&sN^3H?(N1`0k8@!K8dtFJ!lviN7mwLc#c`J|h?ce2|zv+3EO(4NMNw!QbrNq&-YtQX@F z5dT&=7lo&lKb{J^{68Zyj?M+11y4hjXSH{>iE{qv&5K$QZ<6kuy zA)yV2OAZe+O+{-BR~^fQ%xA}s8GJu)Ma#;U&3gt0`oAk2nwd})JT$D}L)t4Z zzNly6I;R&ISvS^oZ~Xq)q4B{VFN`v9n>pR<%?A6D>Sw;wuz*WGq=h@|n(ga0HTc$M z%YA8{$Gq!99`}0N_rayiZR>`8_<8ie#-0z;qnEw<($HYB=F6(3?$O=T&gcDcYwx$$ z757bZ?$GMA#eY=Z9>U%5&TQbv5!u*=xsB6YdVX?6Ph7forzrMoWz%8x}5eth7A+ z;p>Nmf4sTllfJFE`Ky=f_r5)2{PyS(r+GgY&28$n&(Zh_y$visO zbHTX_7k*6J={6?q)Vt8kXRo1q6g5G*A>N0!B+sVT$VhV4rI%!n1>wb;DdGdPS zSKTJu8Z7_v-o5YQZhf#l^77EmeuuWjZ%KA;Tz)CV{K@)mqb0|$r$23Ru9{Ub`%=Y% zRZhLs;a%@`Gg$Ml`##YnE3PFBn!0BHaQ{q6OvZ*QZW$v2sk*<%PQmP`Y|<*E$_a!oAzwf)ueYH_tf=IEPwdN44cA7>F^5P|G8Xb}~Nm&hhamCUf)TM-#( zt%zT*O+7jt?da_5sprQ*kN=WGef}d6giFbkY;92q_7iaw`C-&=yv`scgRMdNc_~p3 zRT8U}0#2bO)iLC2RJz#G12{IJR{MW_oOf)KvA&g)^OHr*<9@xvub6QoakBJ{b^nj< z$3SBJybwq9^quFbU!3`N(4ZL}3nqvv=PwAIa`}0)`KsYH-#E6+bW7TSU8Eqn%hngG z8dcvM*#G9#@57gV@ofB`KV>a0IT{mBcqU^jbUn&vkvCv~(N4bp6qNStrh^ zU1#6A{V=@NoQp_aTzcv2J@)TLUh>Ohaqvw%)O;)*Y!M~+SI?P3&cAD z=4O@D{q^ucOtM93@3QmneHKTgU4ApDcFUu%-PIdSt~I{#$ZW!!k|%C4zI@(mhJo+o z8LKBfZ#eQ{TkhV!WbZczRN3aaf2lg3<ptbpmp}a8(9|!tV11=a#`<0#`YQ)i+`Tya-L6){ z2dzD)*=)+cwe)&R%CPl$Q`RpXa$AVhv@kN_;fT2D%MIVIzjW@(>(C1(zhw6_Js5c) zFu~9Bck#mtarF_KS3~sHj(&J|OP_;r2X;T5I^mbK%gxa+F8=ocen&@`xYn&bep0vK zPshSD!{4u6W0vLp?%?Whd22x6j>Sv5&+tDne|s($UbfUa5<0`vAw;2=n zEMNY8uTvRymxi?pe9pWq3PK^=Uu8eI{JiZ$SIxu7Oh_HhtL;Hz1Jp_7BNIu_jQ0B84p=1ZsUVdh1p%bcgdgWoxM=BP zVZ3UyUD#D#N1`GN6(oyni&YCLgHJ6f0RR677?Wp_7mmCzZX~LJ&B)lHIE-Hw1A+qu zU@%hJ;%!;`C%BaV%N}KBpE(W7^3Ny~19kHFt%_4rnt+K?!WQS}Xl=oe zlf2LZWd^7MyAI-|BA;02)#G$IXqmP_Cz8~DC)D-_(>CVotZulmX~FTlF+Tp6$Bb#b zxIw2n?}A-#zh$@G!fcw34|u4Y->ac}$yatI!`2?^7AHTp@#}ML zPJMS?d9-V%m(T33p3-}Uc2jmg`pYKt&3vPL)qAOL?8@JYBSQWs^{<{wCe96ch1Xwv zeR%NAy1hr9{5;XL{`|j!-~a47z|66vTv)VT5ozVWOu4bX>0O_en|Yo;#~Tb^|FjN$ z#?kpkr~FS8E8qEc-SF1#9%u>{dfg6vY+y@d_If?X`#*Gv$$IPS zaJ|VOpgHo~$+vqSHfL{sdsq75&9u93y)NO68AI-D$zRvU%fOJkeQ4h~_0GAA;?1Ww z#y1$>T`{t`I70eydqLRAJjX$OuDEwetv@ikB=5yK%iu4D^*DSjI_}&r>wa37JNIPa z=6{pQiThFolqq*0e!Yexib-(+tKYixCdk19mzu9PO zb9a-ZG4ol2pmEj7S^DmG7GGa^q3K;pzGs)qjgiYH|I!-&!^{P>&6yP~0qd6BoR_8T zJebTWUK5>|$+@;mV$H_>Y!oB@g!GRU5n1X#cYl0XCCW=A(K|fGc?Bmjdb{$4iVZBU zqZ32)7xIU;NB8xfw>d12AFH-+qvW&+2#dOZLNk$1CL?!5LCZ@eUN5c|JW9?YWj8n( zJ&?Jbev@iAElTNh0cp{+UCiw2xQB=cI6+9qZ&Gmp)4uf_YGk)>ZRzL$c&FL_-r2Byeb9pA=hv3bGXIqY+ zG%2p$>HcQRyML437h{)H+f6Tda?{&+Q%G{p%*l)0%0ed=owkWEwH$>eL>tlgXPD31 zP1QxqEL=QF2U}LPJP*yC>YZdb-Gm6_3SH;J^d7&DZv1sD!?~7gS?lG zUNbRi=$?73{G)kQY|WbIt7aGv-dConoG|>=q`tSutkQFJ?O25NHIpnti4t2xghWHW zf)n}dvB2g^i8m@><>^rqC2@QDZu4`hN?}>Ip!J^PrEESKO8q0PgT*aPR3zJ~TEVfy zCJNIC@3nU(Nd|R`#ZjjyB`}hrh)Q zJ}-2;H_fBRFX%sDz^sKX&s^BuIU_DvM26kwnCA9x^U&KjR~5wQHb;B?k9tLIV!M*j zMFCb|$9L%6YceH#`WKo z?mgStY|dlH{Uo_>$MI!nh4X|>S|K5x`mcG=}c;!IzwFPF|46=l$3RXK2{ z^mz@!Mzbzn`W5+|b2up6k3g zWnG!LwmGLIbB&9pb#)B-7&ulPd0F(*=ZPY0S&+lr^x3zcg;dVI(~UYExvW&_OZMFXoBRfecb zk3nJCI3|&(Bh-R;UzXG+sYykhl5s4y)$V2dePpUmZi*U!JewB+1s}{5aB@Qh)geLV zoZX~ON*4RK`=NF_(Q0y=A|n1byfq*s7|^-z!ZcztN6B2qZiH^3id>Fu{D*E(df>eFrRXALY9?D!&K|Qe~hNX=L%|1{uhywpb%C*B_ffm68QH#((

7uJlj zcVSPRMpkbkDhzSCK2`lB84fl@+LFBx6ZPg@L~6XpatewNj@{TSJfZuhR}~DnvM~k0H}WH@60m(aj2i7DQshv<_)G zc74J!x7`)we(UFl6I!v_Hj%%57-ra;JC!J28^JsG*NwE^M672eX#_(nA?>UV2T#z! z;p!7s7rTk=qR`4Dkw_F3^3fsh%DIg+3!bQj3@q5u|0jpVTK=a*{>vYw*(zdRo7Rr+ zlO0&8;pu;X{eQ~U1WhbvsR^$ZRLX-{0~J}Ifw_+-j!`!=Xf$h^xC}yJ5YIXfLz2-U zJmkiir-{W#jbJ`Uh6XU#^NAyKJIWz8FlW<=hZ^a4eXN_cDX*jd;GJ5~J)fY!qLAl> z$(Iu7ITReQ>_+y}`XEfwiux|^AbB%M?~7C)1E9ETD*i>L)g-MDJBIaNSLgrxV|Q$h z{uFW>EjzSw5X1!#E3~O*8LdkM*HDexADM=PRa3{;DIKZeNH8mgKg}%V1n%k2vbBmrlRjn54T`eL5cEQi#_GQn}{Y<4H z1#4(iizCpk1QE>kj8@I)p;bf)+EH5(0I7M1?9GjD-q^061@a}x-F4#FO|`1c)+RVS zD>>cn$fyo>tmS{vs{ixf(S>z%GOXb2oduowTjF)_(Tuhd{n`|+y z`p3#CR`H~X)pbY?&<>u8Lo_Fg)YHR08YiB_uH=avC0vc*>D2_96&uV78Q@;cS%{Uc z(ZNHXJRE!j64~)&c$}AlL}w7^bqxw~(O2)nLA@fMicoVyiveyr3+8hsu97sO#A4rj zsw4)<<)mxV>Y6Btgj1Sqw9I;rCLT0rrOwMrI*1w1+0H~!`7jSr-XVdSL+oH7BSEYg zYqzEnp8)^nt9c<}oURAj)h!SAlc3rS4AFoOwq&z*zQ|1{J7_iL|Cer;fBKsCuMc>| zi*QzpMh2~Ni-aly*JWG9F;_7Jhu6H0&<1J;f8Y5IiZ=Uc|I@VM0H>rRu6QRgv^V zIQ%t~`pkU7d<$6=5mO!&Z^8gLC~D^f4mABfEReaunXg!HhU*5zCe7z8!Kg8Y6ffjbB7U?<AF)YOih#N~JF*vUl^hzT_80OtXGE|qJI8IX*p&Mjk zLhavVN8TaMlO;y5RiYw)6;50?m23jfolhl2MH;fp3JzaX+NQaMgkuuKSG9iDWE+jsQjaSKy0k!3T)BLM<@= zhEphUoN$j2(H!k}lESelot_7u2~5O=ugiinkP^oRR+^qjW-AxkO8_!Fb!RJFDOZu+*X`rA26yNi{P8|Fimq zL4kyi+pRk;ufUeuywL$mo39;<^JBju4?U2t&j~|9_*_Irv={X-S4+9>XU)~Z&PFS6 z=sa`WSbCuufyk5U2vuTDkTXnxAwmmnAE_BFs)dj&v&e8V;u))d2jL~3SVX9q z`Wu`8OES&*FtM>X%%tvWyFU>JwB3*t5hwQ$RySx8v26+E#W6%4p}}J_kgQaOk+pj;jJhBJkf-DHhKjrm!2hq7@+%{lNg5y)JRam_P1LE0u)|fKjbY z8ZqzY_#uFi%yC~tW-W{%b3Pc5{^N;V2rCT9CnF?|@F6M+HuSTq;VWqDoQyT@tTKO@ z@*)yj!wO&hO<^sc^!HbHv#{081W{7Jey)w;O;5z2Y$=DPDx&;!kS=&a4`~_M(Q$m)Ap;_ z;#V>gOyK4YCU&SSv59H>QPwt8T3fBP9s!y~P_O@Y%@Gm1PjPI8Mt~O;+H2(wvf|S% zmCRJN@EjhwFcDSTBQEyl1R!muJ&R_gm%)Gh>eYsUFK*HCLTovh#>FO7wn@At3t^x4TopJ*c9)ZE~U|bei`4myEc>EV$-j~x=F;Wt5 zqaw!uY*H8QMEg-3|9(sgRk6Iltf zKCUD|5n#(Bd>AFG)IqaSL;z!y8rqvXpcn!Nq=)4bn{cFEb3!;A-`2`ah&g&-N33lD zaa(bl1clHhx|nJ~QgBS0zYsx>L+@Ac;uE#)e`ybrpFWrvGQ}NQw+ayfS4KgBdFrft zKIqR0le2kZ7r=N{b~bT|t?3h1&g(Sf69W`d=sLk4E%8qyR)7wtcCZHhIU^Mm3kG=b zCklIT;Cxo{crs9aiREPKt1B)CGb8c6UqXC&Z+Ww;G)PxX_A z5&5NR*d~I;A^7mPfG!EOjt!IQghynsxZlx7_8{t0&IPlwhJ1Tt@pi#>xr;BE6CovI z9d0Cm1K2Lj3Gt8wfnLon>D`u4aB%*Xa5gby^1J>CdQlZ>D-svX<_orO^b1J}X0Mnx zveL)^2Ixi0))7Nb7NCZ<=KE)sMpetDvj&q$B~xt?fMk6j0#X4I(=~8`f75a+dMh4Z z1oPMCf2Q?8gkFJQxTDaQj02REI>eCGbIM7qSji;7y8(%T5}hQ3zh@JnyexD>@W`?QQv-CS z!WV!IH+j+-W(#5LW9}U$vH&JL2_BZgatJ!bQYA3~PW9QKbvMGaHjRUw;&2ErD#k(1 zBp?TXEtg`>A_<|*VeTVQM3db4Xhfo-h(DY#d`3>RqEHAQwaSCs6LhVR|3UWSF zLF`tqy;JV4;*?D04bEuCL><)+3hI%Y0uJ#Bs~?41Se!)X!`hcTlM~3( zgSDVdz-O8t{6$F${gezT(6x9>M!z~_?ciChRVmu@$CAo^<3Hk%)>&z7ST01)95J6W z!!$p89#-mQ0(=YswXM9p8AU7Y$ulYfo--bzlI~Wf zB|fZvQZw?YLYEsDF{AB^ByfmoeGGIzp6EoZM2AU1+<5zLlq*A`?&PK7riAh0UD42) zj;v+CD=Z1!#w-q?2>Nd^zT-E6h6E?#j4~Aj{w766Z~d&a-PVhUg!)?bFrfRBT4h94 zxvc%t=ULij=_VyAlG-Nk_IrH#Xp7QHr0gsl${&AvcppG++oglkk^;IU8LvK$rEAX#jeKHxk6!wSyvM180EW zo=K`fO0>;Z>3sNv&@u$b89IV9XRvVF+VoP+;^tu$xeIIA0hE!RVQ(D8Zp8kCiBwm? zO)P_ob&wfUgCenH9XD*hFOt;r8l3y0x7`n*pyLnF*dan^x=xdSytB`e9DD7f1nAnq*C zM_>J_%;WDnNw<%P&ba~ zJ=6ccp*aOPTdg3%5>Kr^pn6+G2GY!}-Lc`quj0x(=@FzSNAjT}Lz}k47{%IrL>CSR z+cpX{quosEFbg~zqEj+n*;+?QDIp0mxXq)mcDh&tdkq=c%u9rE0M6@w<4JM_uY;)I zf0|get&=+tB6bVVG#QD%MnL&wde4rEkM1COesN!pUU*<%it)?x-ib51>>adbe?32Q zMN-VT9$X(@H0>&ON&G+#WI;qo&AsN>)(OCGgn=DGmPpgC>pKc;$+o02wx106Ly@c9 zQU|Ve@X+alDbW3ebU%eK*_K#_2~bH!Q%x%Ugf^?tvdxH~f|T$Mg=_nF_*CywKqCbp z0l*eR?|U!~W;&+_%2Gb(@Kmd)uh0stZH`j1;)9a87p@U31#~7RFnjySO5);4Buh|v z#+veCGdc#kWQp_@i2ZPHK$?s;D26)*IRPGCP9wme%jY1IoddVPnQNGoMZ_3*%9zAT ziR*K~Nk|xb9G(OvF)(8x(lb8*ygrFE+r$K7HIR`9xJvx7O)Hq+utj8uZ1gg?8N5iH z?0yYWDm6FET*?k6s`z~-yolESs0BzI15jch#Yjy2XL;=!Q$*88e9lJieAlaqC3_W`Y=cu zuu$#?uu9Ca9aaR{oXw?P!>F^A$$}~lFQ4ST;Xd;xQk>Tko~pymYgJ@R8tIQjYzJs` zoAtkf4A4rTyITNLAv{emzpnSS-~!FE$UUG$kj>!aL>5X0dCL}bmrUMGa?XO9szo$_ z46Y%c3<4%XLOvXjsW6<#K@*OAsbpB_J%aKqlnR(3-_Z!Ll-ad8goMH|nN+H=N21+! z;=kd#gAmGj$BTD{Bx%T)-B&D5V)0B0e+mNGj1Xtu>>NOu!@*!?#m~XcnzsNpz{8&7 zOx(0CL-8n>ZgX+~#8?1opt(^Xgg~Kf_rjczya-k3ebolK(s`=vD>TebFSwbmtn`W* zt!6}StHAL3wNqz;Xb|f>@dG>QC+Qq^s8yUf)Sj6O;Yp}5QAn;%MdZ@QA5tSw-U z=vc*xp0T>?QhvnkwOb~NrZ^?z3e(vMMyWRx1Evaxp@Rc!2&M)^c?T@j$K8Z$Vwu<4 zrwR^V%_owZU<+-a1dyE+oE}qwMg&z2f6`EJ8 z$RAKJ>6&`vHNZEo^9fnd2s=r4Wpx$WP}D_DH)F(JDpJiUndoR%?3F=4pOHcVwkkB* z-I?D;YY3khp{q{6*_0}r^o2v^t{7?*m1bnp72uI%M2*-L!IR)peVC~`JVf`fiChpa zoi7VlJ19v>nl9Lrf#AIrm^)pr?INOdvg+kaRxd%SB>p>{EEmA z84Fad_ZE8$%_tfmL|6#iN;*{*fd1*^XVijS$?g7Ke@6^K(nXwj5fQTbxiy@@WfkeB zWWIRxUL)wWh)9s3_EFJbfYTE&1<4S=W^B+EpjA4uWFwHVtLf&ah#vc(CnC_r2UDPX zGj(tmguK@f-0_b*Ksz997$+~5fr|-NQLp3E%nLDe5wY>P!FBlwj<$;|1izBiyy(t- zPN&e7mBTWGo*3@~>Y3C)#gC|E0BHJ>aJVyH;uTKD=4w#jq^OWimUxae3IEgn@#x_A zG>?3A6!1kABGw6cEh=dQQ4bVLtg3T_vg$Nzv1|QAm{^eqIdUk$K->0RP_tccB4~fK z8i42WQ<|4D51!k~&Or0Q0$c5)NC_ z;m;6iB?x_=+&*YD0p0Ecnn&#cX0FUbY~GSVOn4#9IUq`!Hz^yCOIqJ+L}SE%*s&Ckfsu#)+5U?5l#NYyvI31ocFQ_!5U?T~GvoKLAtn zISW<~e2kTb0UtrvKPbS+EWBw_odqg|633xHV%3weNFIU1DXhq~oh7meOBM9Wus6&= z;9XIR_ZwWTQ!;XA+iwlCQysLmpn{)9#jtkbky@(Yuer5II%CLKya{NuHUzd84gJK9nm)jmKr}XfcGLrX%T^*ch1&&tVumdl8uD-_$|PPJ zRR!^gkjKQ3c?gkD5iyQnEqW3RlqWFppuP~A@B}YHYA{RtSetdbN$fD}gsPD%C~IiA z;%l|)r-NP=0lZLxZ%ZQ)K&lf7!HypfnqANZQ3X4d3X;^sCY0T@Y(`1FOom>_!hfMa zf~EGrW?~-f_mfbM%C$tliGu6{Dwd(OJKE20T|>hZbpzGQs;COQ?`gkq(@dVADYMx1v~jEW0iv_>3XgahJvpiq<}{e z2|K_xqxmuL__`(tWg75w(@asc$<(v@l#MWRKxva6dUxQ_h<{N@8ocL;6s1F4ehA+T zMnz|U*>V`zR4`kq2uLO2a4M4yf{t2-Q{6m>IXBP?0EGYz3e3^t-3iz!7PC!h7!zc@ zY!+Es3+?9Tb3HgDa9W}0BB~0Vs7Ho1r-6R$vM`6(wK?J%)p1-|v$JB}M7ToI zei5nxVR@xufY&n^tVnnmn^@o=P+}tUd;bk?-vwTO>@YwU7K#)eE8h+K)hdq8Lf8}8 z_zl+uMHW4S^NA<~lUTlp2+%7W94`k3KiKW z2?jLtqFi1_z!_jk1Y&y;kvd>`#SU7nNdSM0Nfm@^gdW%==cH=7#j>kV}by74|XP*vzx3_Ae;%2+;a443>^fCX)S;p-=Y>I5?3&Tz5rzH!VeOf zTD=1Du0@)Ks&!JkpL!63B>;y^5wU&Eiyzg-gJ?Tj=u0m{I8E`r4jX{&$Y3?eGSBC>kI@>mBsdf zgEtShHyXVi5%Aa3gvp77gk7s~f+s>FFam2c6bxR;5ngoH1!oLwVi&&R#bxB`t5o5h zoB(FEyqqkf9T0kOMmXuvpOeMU1&sK@P(}7f(Z&X>uGiWRN=AQymM4^Z0}_i%e2F@Q zW%}fx`ePC$J|)qKL=UlyK`%Z~v!Iln|4l|B7&9(N2a20%hSm5R#-dl^Rm1-;Y3S7Gd=(987lzemru9hs8kBBIs*+cu6P(YD&`iiv)t<$D}$WO z>8>ZN=l}@ZkCVuV2P(Q(Cx=V!0Sl(nFu=D9B>15lCyV$93m1U6wa8X8_z&rvFBw|_ zgYv`cgJ}F-n1of4Jk)|f4IK0&Q1V3P3@O&$=VVc!Ie5}lyH@zSNr}Z{3dGtLK4KY$sEJnlDe87is>GJk9)?sU3SmeIFIxzMsXH_! z_9V88Mxiu;7m?(U$yIW9uhOl&hAa~6oJ`{>UJ^oL6R>)d!=qV!x}&j!OCm>=d*0WL|r=_md(4W=c5cn9=^Ipls`x0A1scebrx!|vp z`PO>LYxsGH(~O(Dub*AR`WxGs!6?lgDo0P@B?y*%-?;1{Iw`(>)`Ql!lyl<{sHu`b zy?nBzXPAEGiC%G^Gq!=0.20.4"]