From f4daa5e97b0d20b6602f30a6ec4eb0b70544cc57 Mon Sep 17 00:00:00 2001
From: Joseph Schorr <joseph.schorr@coreos.com>
Date: Tue, 7 Oct 2014 15:29:56 -0400
Subject: [PATCH] - Update the migrations tool to verify migrations work up and
 down for both MySQL and PostgresSQL. - Add migrations for the squashed image
 tables and for backfilling the uncompressed sizes - Make sure gzip stream
 uses a max length when determining the uncompressed size

---
 data/database.py                              |   2 +-
 data/migrations/env.py                        |   7 +-
 data/migrations/generate-schema-migration.sh  |  21 -----
 data/migrations/migration.sh                  |  82 ++++++++++++++++++
 ...5_calculate_uncompressed_sizes_for_all_.py |  22 +++++
 ...4461dc_add_support_for_squashed_images.py} |  36 ++++----
 data/model/legacy.py                          |   2 +-
 test/data/test.db                             | Bin 626688 -> 684032 bytes
 util/gzipstream.py                            |   9 +-
 {tools => util}/uncompressedsize.py           |  14 ++-
 10 files changed, 152 insertions(+), 43 deletions(-)
 delete mode 100755 data/migrations/generate-schema-migration.sh
 create mode 100755 data/migrations/migration.sh
 create mode 100644 data/migrations/versions/2430f55c41d5_calculate_uncompressed_sizes_for_all_.py
 rename data/migrations/versions/{3f6d26399bd2_add_support_for_squashing_images.py => 3b4d3a4461dc_add_support_for_squashed_images.py} (64%)
 rename {tools => util}/uncompressedsize.py (84%)

diff --git a/data/database.py b/data/database.py
index 3ad10b7b2..b0b1c031a 100644
--- a/data/database.py
+++ b/data/database.py
@@ -168,7 +168,7 @@ class Visibility(BaseModel):
 
 
 class Repository(BaseModel):
-  namespace_user = ForeignKeyField(User)
+  namespace_user = ForeignKeyField(User, null=True)
   name = CharField()
   visibility = ForeignKeyField(Visibility)
   description = TextField(null=True)
diff --git a/data/migrations/env.py b/data/migrations/env.py
index 5f7bb986d..f27a483f7 100644
--- a/data/migrations/env.py
+++ b/data/migrations/env.py
@@ -17,7 +17,12 @@ from util.morecollections import AttrDict
 # access to the values within the .ini file in use.
 db_uri = unquote(app.config['DB_URI'])
 if 'GENMIGRATE' in os.environ:
-    db_uri = 'mysql+pymysql://root:password@192.168.59.103/genschema'
+    docker_host = os.environ.get('DOCKER_HOST')
+    docker_host_ip = docker_host[len('tcp://'):].split(':')[0]
+    if os.environ.get('GENMIGRATE') == 'mysql':
+        db_uri = 'mysql+pymysql://root:password@%s/genschema' % (docker_host_ip)
+    else:
+        db_uri = 'postgresql://postgres@%s/genschema' % (docker_host_ip)
 
 config = context.config
 config.set_main_option('sqlalchemy.url', db_uri)
diff --git a/data/migrations/generate-schema-migration.sh b/data/migrations/generate-schema-migration.sh
deleted file mode 100755
index c7db14b32..000000000
--- a/data/migrations/generate-schema-migration.sh
+++ /dev/null
@@ -1,21 +0,0 @@
-set -e 
-
-# Run a MySQL database on port 3306 inside of Docker.
-docker run --name mysql -p 3306:3306 -e MYSQL_ROOT_PASSWORD=password -d mysql
-
-# Sleep for 5s to get MySQL get started.
-echo 'Sleeping for 5...'
-sleep 5
-
-# Add the database to mysql.
-docker run --link mysql:mysql mysql sh -c 'echo "create database genschema" | mysql -h"$MYSQL_PORT_3306_TCP_ADDR" -P"$MYSQL_PORT_3306_TCP_PORT" -uroot -ppassword'
-
-# Generate a SQLite database with the schema as defined by the existing alembic model.
-GENMIGRATE=true PYTHONPATH=. alembic upgrade head
-
-# Generate the migration to the current model.
-GENMIGRATE=true PYTHONPATH=. alembic revision --autogenerate -m "$@"
-
-# Kill the MySQL instance.
-docker kill mysql
-docker rm mysql
\ No newline at end of file
diff --git a/data/migrations/migration.sh b/data/migrations/migration.sh
new file mode 100755
index 000000000..98a12d6ac
--- /dev/null
+++ b/data/migrations/migration.sh
@@ -0,0 +1,82 @@
+set -e 
+
+up_mysql() {
+  # Run a SQL database on port 3306 inside of Docker.
+  docker run --name mysql -p 3306:3306 -e MYSQL_ROOT_PASSWORD=password -d mysql
+
+  # Sleep for 5s to get MySQL get started.
+  echo 'Sleeping for 5...'
+  sleep 5
+
+  # Add the database to mysql.
+  docker run --rm --link mysql:mysql mysql sh -c 'echo "create database genschema" | mysql -h"$MYSQL_PORT_3306_TCP_ADDR" -P"$MYSQL_PORT_3306_TCP_PORT" -uroot -ppassword'
+}
+
+down_mysql() {
+  docker kill mysql
+  docker rm mysql
+}
+
+up_postgres() {
+  # Run a SQL database on port 5432 inside of Docker.
+  docker run --name postgres -p 5432:5432 -d postgres
+
+  # Sleep for 5s to get SQL get started.
+  echo 'Sleeping for 5...'
+  sleep 5
+
+  # Add the database to postgres.
+  docker run --rm --link postgres:postgres postgres sh -c 'echo "create database genschema" | psql -h "$POSTGRES_PORT_5432_TCP_ADDR" -p "$POSTGRES_PORT_5432_TCP_PORT" -U postgres'
+}
+
+down_postgres() {
+  docker kill postgres
+  docker rm postgres
+}
+
+gen_migrate() {
+  # Generate the migration to the current model.
+  GENMIGRATE=$1 PYTHONPATH=. alembic revision --autogenerate -m "$@"
+
+  # Generate a SQLite database with the schema as defined by the existing alembic model.
+  GENMIGRATE=$1 PYTHONPATH=. alembic upgrade head
+}
+
+test_migrate() {
+  # Generate a SQLite database with the schema as defined by the existing alembic model.
+  GENMIGRATE=$1 PYTHONPATH=. alembic upgrade head
+
+  # Downgrade to verify it works in both directions.
+  COUNT=`ls data/migrations/versions/*.py | wc -l | tr -d ' '`
+  GENMIGRATE=$1 PYTHONPATH=. alembic downgrade "-$COUNT"
+}
+
+# Test (and generate, if requested) via MySQL.
+echo '> Starting MySQL'
+up_mysql
+
+if [ ! -z "$@" ]
+  then
+    set +e
+    echo '> Generating Migration'
+    gen_migrate "mysql"
+    set -e
+  fi
+
+echo '> Testing Migration (mysql)'
+set +e
+test_migrate "mysql"
+set -e
+down_mysql
+
+# Test via Postgres.
+echo '> Starting Postgres'
+up_postgres
+
+echo '> Testing Migration (postgres)'
+set +e
+test_migrate "postgres"
+set -e
+down_postgres
+
+
diff --git a/data/migrations/versions/2430f55c41d5_calculate_uncompressed_sizes_for_all_.py b/data/migrations/versions/2430f55c41d5_calculate_uncompressed_sizes_for_all_.py
new file mode 100644
index 000000000..df2ed6f14
--- /dev/null
+++ b/data/migrations/versions/2430f55c41d5_calculate_uncompressed_sizes_for_all_.py
@@ -0,0 +1,22 @@
+"""Calculate uncompressed sizes for all images
+
+Revision ID: 2430f55c41d5
+Revises: 3b4d3a4461dc
+Create Date: 2014-10-07 14:50:04.660315
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = '2430f55c41d5'
+down_revision = '3b4d3a4461dc'
+
+from alembic import op
+import sqlalchemy as sa
+from util.uncompressedsize import backfill_sizes_from_data
+
+
+def upgrade(tables):
+  backfill_sizes_from_data()
+
+def downgrade(tables):
+  pass
diff --git a/data/migrations/versions/3f6d26399bd2_add_support_for_squashing_images.py b/data/migrations/versions/3b4d3a4461dc_add_support_for_squashed_images.py
similarity index 64%
rename from data/migrations/versions/3f6d26399bd2_add_support_for_squashing_images.py
rename to data/migrations/versions/3b4d3a4461dc_add_support_for_squashed_images.py
index 932ffde51..7d85f0508 100644
--- a/data/migrations/versions/3f6d26399bd2_add_support_for_squashing_images.py
+++ b/data/migrations/versions/3b4d3a4461dc_add_support_for_squashed_images.py
@@ -1,25 +1,24 @@
-"""add support for squashing images
+"""Add support for squashed images
 
-Revision ID: 3f6d26399bd2
-Revises: 34fd69f63809
-Create Date: 2014-09-22 14:37:30.821785
+Revision ID: 3b4d3a4461dc
+Revises: b1d41e2071b
+Create Date: 2014-10-07 14:49:13.105746
 
 """
 
 # revision identifiers, used by Alembic.
-revision = '3f6d26399bd2'
-down_revision = '34fd69f63809'
+revision = '3b4d3a4461dc'
+down_revision = 'b1d41e2071b'
 
 from alembic import op
 import sqlalchemy as sa
 
-
 def upgrade(tables):
     ### commands auto generated by Alembic - please adjust! ###
     op.create_table('imagestoragetransformation',
     sa.Column('id', sa.Integer(), nullable=False),
     sa.Column('name', sa.String(length=255), nullable=False),
-    sa.PrimaryKeyConstraint('id')
+    sa.PrimaryKeyConstraint('id', name=op.f('pk_imagestoragetransformation'))
     )
     op.create_index('imagestoragetransformation_name', 'imagestoragetransformation', ['name'], unique=True)
     op.create_table('derivedimagestorage',
@@ -27,10 +26,10 @@ def upgrade(tables):
     sa.Column('source_id', sa.Integer(), nullable=True),
     sa.Column('derivative_id', sa.Integer(), nullable=False),
     sa.Column('transformation_id', sa.Integer(), nullable=False),
-    sa.ForeignKeyConstraint(['derivative_id'], ['imagestorage.id'], ),
-    sa.ForeignKeyConstraint(['source_id'], ['imagestorage.id'], ),
-    sa.ForeignKeyConstraint(['transformation_id'], ['imagestoragetransformation.id'], ),
-    sa.PrimaryKeyConstraint('id')
+    sa.ForeignKeyConstraint(['derivative_id'], ['imagestorage.id'], name=op.f('fk_derivedimagestorage_derivative_id_imagestorage')),
+    sa.ForeignKeyConstraint(['source_id'], ['imagestorage.id'], name=op.f('fk_derivedimagestorage_source_id_imagestorage')),
+    sa.ForeignKeyConstraint(['transformation_id'], ['imagestoragetransformation.id'], name=op.f('fk_dis_transformation_id_ist')),
+    sa.PrimaryKeyConstraint('id', name=op.f('pk_derivedimagestorage'))
     )
     op.create_index('derivedimagestorage_derivative_id', 'derivedimagestorage', ['derivative_id'], unique=False)
     op.create_index('derivedimagestorage_source_id', 'derivedimagestorage', ['source_id'], unique=False)
@@ -38,18 +37,21 @@ def upgrade(tables):
     op.create_index('derivedimagestorage_transformation_id', 'derivedimagestorage', ['transformation_id'], unique=False)
     op.drop_index('image_repository_id_docker_image_id', table_name='image')
     op.create_index('image_repository_id_docker_image_id', 'image', ['repository_id', 'docker_image_id'], unique=True)
+    op.drop_index('imagestorage_uuid', table_name='imagestorage')
+    op.create_index('imagestorage_uuid', 'imagestorage', ['uuid'], unique=False)
+    op.drop_column(u'repository', 'namespace')
+    op.create_index('repository_namespace_user_id', 'repository', ['namespace_user_id'], unique=False)
     ### end Alembic commands ###
 
 
 def downgrade(tables):
     ### commands auto generated by Alembic - please adjust! ###
+    op.drop_index('repository_namespace_user_id', table_name='repository')
+    op.add_column(u'repository', sa.Column('namespace', sa.String(length=255), nullable=True))
+    op.drop_index('imagestorage_uuid', table_name='imagestorage')
+    op.create_index('imagestorage_uuid', 'imagestorage', ['uuid'], unique=True)
     op.drop_index('image_repository_id_docker_image_id', table_name='image')
     op.create_index('image_repository_id_docker_image_id', 'image', ['repository_id', 'docker_image_id'], unique=False)
-    op.drop_index('derivedimagestorage_transformation_id', table_name='derivedimagestorage')
-    op.drop_index('derivedimagestorage_source_id_transformation_id', table_name='derivedimagestorage')
-    op.drop_index('derivedimagestorage_source_id', table_name='derivedimagestorage')
-    op.drop_index('derivedimagestorage_derivative_id', table_name='derivedimagestorage')
     op.drop_table('derivedimagestorage')
-    op.drop_index('imagestoragetransformation_name', table_name='imagestoragetransformation')
     op.drop_table('imagestoragetransformation')
     ### end Alembic commands ###
diff --git a/data/model/legacy.py b/data/model/legacy.py
index fae1d694a..e930d82d0 100644
--- a/data/model/legacy.py
+++ b/data/model/legacy.py
@@ -13,7 +13,7 @@ from data.database import (User, Repository, Image, AccessToken, Role, Repositor
                            Notification, ImageStorageLocation, ImageStoragePlacement,
                            ExternalNotificationEvent, ExternalNotificationMethod,
                            RepositoryNotification, RepositoryAuthorizedEmail, TeamMemberInvite,
-                           random_string_generator, db, BUILD_PHASE)
+                           DerivedImageStorage, random_string_generator, db, BUILD_PHASE)
 from peewee import JOIN_LEFT_OUTER, fn
 from util.validation import (validate_username, validate_email, validate_password,
                              INVALID_PASSWORD_MESSAGE)
diff --git a/test/data/test.db b/test/data/test.db
index 4be5d0b90e533ee3120dc04b47e6b0836a596007..16e215a0584c7226266a8b7f273e33e15eae78f7 100644
GIT binary patch
delta 43347
zcmeIb34B!5^*H|CtnbbC61K3Dgs_A#nYYZFHxod}M##P|fGlse5F`s(*kKr4L9E(o
zz1k{JcPs9exKu^ks&&PEK?VEmx3#rat=6_~{Lj5F2}#J{DE$Aw|L^lD%Dlt9_nmX^
zd3QVKo_o&D12cCX&%9z%@==PSZh^o3e|~i3T!}t<<?6}fEfd&1%wqGcX0vIYaj)Tj
z_2=mJ>uj_dOHO@05}iH9oYE-K(b|@_U}#e?)Y-Bj6l`f#n?qgQ?Va#g)!nJKb%onI
zTh;EC_O?|m!4V3L&95oUtt(6|t|%yMN=+Z3#Hnb~Q!6VXBbH51ot=IP)%470(r9x^
z5!6+RTi34kp3XpM<T{QSp^lMZZ5?<YS1xYdPL|4yP99}Wsf0S^$E_1#2Jmjf2=$6!
z4v!w8V#De+1jlLXHne2s`5DRP6iK2lZ0}b6>q5gn%v>NpJPndY_0^~@H?OR4fDPzM
z7c(0D`(`?I>PZg3C$B3kDy*5?R}424-Se7h0z2>pQT2=T<XAh)8SvLZ`(HB6LWggq
zlh}c}4oVw%EA|LGecr&oNZ-T#q9vG~nHkMUGN+X0($QkV^}*eB;Efn(8OII$i@cwV
z*55*>MTRD>YExT78cRpSGeDV?%Z$$D%qh7*IzSj2|CP8oy0#?r;?4BLK@8e)qhW5W
z!#;&Ac9>H_3cX8@l5eADpyz%`+hXsU#?l<Ad8~~YgVTz1Q|+<!<~-VgUYZ4;WYukS
zGU9$odv%j+$Z{K<i~fq=?zoMX^}BMdvAY=$Z6h>eFPK@BdMo{b&SpW%EwqoeV$3!A
z=tLI%>}J}HI&PsE^!m;8%DExNoZ^~6NA;)hcvVkN%aA#O9jJ#{51Fy|&0`q+v2eNG
zZ8y=A>H8Gho%%`ZH^KC@vKf9#YT-vd2Yx2Zg`bqs_a+%uk1}$9f`3pqabIy?aG!F2
z<Ng#I*RdhPr-TK`FNK^wpQJe5ir{tnWJz>}dBqcS`&F+L=3{qvAV#6LR+Z~Uv$4wc
z8yK0%{B_AW2VRXmzkWYs{@q*SE${#Sl2~`=K4#pD-`+Lt<8NojCUz}jl#A*<E&p}W
z1+i^i<&3Q@wlKN*XP?Gi>O#!uo#%W#sXXJ$SV#8;W>f(>JRz3zR_yQH`<dy@+ujwf
z_=7I?)1G~dbInixwD8C0^~C0FSjM>T{LB2}#}9rKyKY0db)I?V?KL-CyE{5L8U120
zE63(+T*Zvu^Ulmk=hC{^l^ZuO<1XC)#I%c#-4^3E?PsRA9?zZqPWR`rL!0(7p0`Ku
zE_>#KnXz*>FJq=$HOH8F-m9&#M>m&SeRj_imB-3%i%zzp$N$5~vC=K8EGgGL+?|$W
zYTsr-tG;C1u@AN^V#cSwcX`@V*L@Y^x9(@s4o-Q)m67>m?2WDa7+vtstM$v09*k|@
zwv3r`%jmp$hwi^Tc5GWYBOU+f*(JXy`%BEd9a$#6cI@bkD_=gb&46}(14!8&i<nV4
z+aH>6;kdQ2>K*%;@t;5UT>2-~e~tZn$3DjX!VMjx>vpun_C=ON;49t`)xq!n_3(3D
zBm7)F4}Q=ToJe!8z%TU+?iEXzdCn{vuhxI73sTQGnr+WpCH5Ng2~)`MtX`lIcb8+V
zZL8&dw#a;kX|!Rp?igLjS?%ksZ&(&EH<(#tyZ$xZJja9fY1Rwb51DFHuW^e0e7fZ?
z+zR_|Y?+qJnSYv>8y`2!(p^S<#=Yq{$9ALD!giQnH_bO(uV?5s?jrl&Y&Dh#*s10V
zjDIy$=?>A89e=PdvEFGJ!)!4fH!jv6)QxgnVf(^*F8c&C+w>#D=lW&zVO;;&`g$6@
z^baP(xQc)sOV|wKN({!1b!8Y=ki>hwh5U0#V%nAr<8qQ%SqLSUk;F$kGK@<};uT*(
z$tDc`cw>gKk)&nkLBR$B5<>L^B!ucPNC?%EL_(;BBw|9<B#{uRB8iw#B}pWNDlmu%
zm6J3=sEmMwP$>Zkp%M%dLd7JJ5L!YKF`*)oNC+(^iI`9!NhE{{Fo+4|lQcpokAQ?w
zE&&OlMHnQ67Lr6l=p2%W2`wOrgwTAFhzZRjiG)xN1~DNYNh5^31SEtM0un+V3=%>z
zNhE~aBoPymNForLVIXOkjzH1~9Ug<2j*FxbI@tsybesevbmn4^(8(f+gw7n2i0NdK
zMAD$yBoPyuMG^_2nHa=`W{@;OD1(56&~yS4Lg^SJgwjYNA(ToIF`;QBkr0|n5;37E
zB#{uBj6qCj5=kS3CK8Yknm|B8Xgmf9p%jux2#q6&n9x{~NC=G~iI~u6l1K=R!XPG;
zOwtIUBmxpb903U-2L=ftJ4qyjY$OpAvXVqX$U+h^A(kW(LJS5mAu~xMgiHh^gp33v
zgtSkL$E%(s0-;m}2KRx1BDCS&orYBXUhBm%^MQY*+tO?kY{@p(dcyio>xb6&t#4SL
zxBkZZp!F{6P1c`Vue4r#Uvg@*C1Q@+43v(h_Ug=0D}gQr$U>k!0I>wx4G=@1O8_zx
z=wg6O1iA<yBY`di$UvYA0MZlae1LQW+653zpeR5ThNe?Hb*6}cqUngvv;#kP=uF%3
zbGy#84L`T(?#n!QRIlG_I}kJ9{jYTUMEe-K!_L?#+rMp}*gmiwx4mgQVtd+l*!F<!
zZriQ41JJOY)`(fJ(@}e=z2tc*bt!r7q4tpHZfZAqUP4_$o)=RWljlX$MdW!Qbs>3P
zKwUtd=TqmC=Pqg&c}A%ydG4fk8ud{32>#u%1OIN{j(@k&+wMz!<c~V2_Q9C>FjRYj
zeYD+fH$%1mWBZ5gL)#y1@7i9sy$BV5-1d;|KHEX4_Fikmq^EJcwa2B}V~_UOtvxQ$
z9v5qmi?qju+T#N4alZE0r9GnBgVa<<YN{hO)sdR&w&D8fwvyj1_hmi*7F61LNz8l%
zI#If9qHUDTVxz2ISpR1IgY`}83)bISAF|$Uz1e!L^~csrpweqB5!Rriq0;cb23@M7
zF4dqtI%<yw?bcDdHRuu@b%_RDtfMa0po?_WMH+OWj=E5TF3?dIXwdmO>U<5_rK5If
z5UktKIWgUx)8Vh#K;u3XA<rGU9pt%Px1Bt<>9*ZB=bg9p_ZgDD;7ncXd(^Hq_ojZy
z88F!U?LyjA#gEq6D4k7rvtH1@YuIUY8DBSjY;G`r#_VFBv;?h2>r1ws_F0Y>xK_t5
z&PnZwC8sW>4ZVvG&~0>Vwmqp2+T;kvF0<dzn|UMMraQyksl9)93R30po$qRT@YcAF
z9%=vl7uZh^*=Q^Dh&ys0lh}qn|BR)I_(H|>|8v69cSxTJ2%qf#LFsdtpm<XHJTsX;
zVUa%qx)>}@W4*!mk@?S-o}@IsGG~zdpO~KH`r}DIp$+Fupg*GMk91e-&(nWmSZVkl
zW3}-Qrq$+M=D#sZnb+9m>{FI8mc5og*tXhUvro0R*`If$a}meOTnQD`jf<t4GU)MW
ze<m{yRozbK{okd%sv2ufIZvW@ad9<816(~-SvG=_W?X*k5Bf2Y5pq`bBl`b9yBCS4
zB|L499j1c8N}cEr<Ikk{O387t_w{2>%b(z>j6Q9(`}rD72X)s-ZP1M~r_2DINfA*F
zt!r-%#dy=0L49@!of5mpm`P8>b&GvsbkXBuPGbf=2{{kaE9nWbM-7>vEW?@K7_xPa
ziLq?MTzX1uxk1%!n-seXWa6oiTcY1JZF1~Kx~cTE8}5LWdd(D+br(IGPK_N0V(TzC
zHFk*3q|+cFSGQ$aEQijf)BAJT*dBV0KB`YehaaZ}dOA+O@`NvCZJIe{>{vRgkm`4~
zuM6S78EDII=mt6+z4RM;Jm{68>CCvReoIfGr=zLA1>Md}L_bb1LLGO|6LfVM2(nV?
zS*Z87v^;JG!FLfy@bz?sI`QAxy}IAgyXa{%%_*~h7){0l&RB(iu$m1&Gcgm;15eU3
z0ok!9=?U~4^q(i`>`AjtDQRQro|A8dTGf_y_?0a3O5;;NKND?wicX{FqMtoQ&xbeP
zcna$4ME`t>R_H9`d>R;(-P`aqEz-<fbIQU@IyxOCKSPf}`<{X2|IXjj4%&qt`8{2F
z{U=p3jUW!t+*erSzlHnCdff6RdxUw~eAx7W@ovMd`UASF=_{y9VB6x4>@so|Dq6H_
zbS_KLL<JaZ35Q+5&<4T+S2w8DJ3}4qE^pB73waf9Kv85R81Sfmj}#UJDIg1eQ4WfJ
zPbegcswny85FZvqzZ4KdVnFbQm9S3?Nv^Hw1U+6Ga#GX#&=vk*e7Hwr)^~NN0rcrU
z^VmpN3k>be7<qrC)3=Mf;C2eUlUGs&Z;mME$ewJs*C$H6ahK7NSj$6_-|KOELw=7S
zheW}zD5}JJ!tOvgq>8*Rtg3?O_W2?qRSkJ1kIYL!L6n8C=n*6#9G2a~nw}uOxabDA
zJcOI8eJu3#KC>lZCP+R>mK0!uJuxOo;ea5h0e>*)4e%aOmISZc<5qp}nH63N`@*s}
z6q2M!SPrO)3Qbga{GZn!c8B5XOT)i^g81U1J3CC^MZqHj6Kshw!7C_YKv6wj+#v#9
zw;=chzt8LCLvlz62mJ0}Q1Ao-k)X#b2P7B@-jGM|h$=h<4|Ez~SWie0UtDx&g$aV<
zQ`{mj!I~HoRNf7L{BFM(3b_Lz)gJ%^iaYFghrKE<_``~%xCL*74=B*Z#Be|i0-HjC
zu#XRj-k>skI3$QKF1oYA1l}VHJZ6F=F(!mOyzCB3-jEawN&&&=Qv(5CC?tElN-z{w
zf^tCgg}q87;0}3xZZYU{!!Yr?eY{`v^5I~3I1>`Y7Z=@GV1k?t)1smXzyvliCdlEC
z9Q5(Qu+Jj~0s%D;g0&$Cvq3267i8!os$W(3P()P%A%8e1!z8H$ylM#65tu+jVehcv
zkRZOe=+2x8ZYf(4Js!6NOkfgYg2an*NLKj(EGt3D?UNO+<Ws`|STTGdk#`4GUm)yP
zB5F7!$w6;82(u?F4YDU71$;0Z_+d;)5MNw$XN3tK-Y2>75@}A12{0kTr&WUR#eE_V
zE2X5sxc3Qek0460EJCB@fZG>=?h*oa1w#Vw_QQ(73t_Kc5yR>*CM1Y2F1oYA1UH`6
z@SI>uj0pm)bRx9J1M5C)5upFW*bnnEulQkf_(P&QD1`Z7#Lb7@9>A=I!yaB$eQwOE
zkfeBqF(E;GanYR>CP+R(5^+y3CdPy?O!z?+c7y`-{eW9_%RV2hkuon!Ay@$1-f+kp
z6y*rs9Kp&dd!RoA{hk199$|)nv|&t05MNw$XN3u(0P8(wf*~;`K%<qQ*Y9?FB##Jv
z!0VS_M9F>;c7tj#09!&KAge+IHbyW)f;=y)ilC~{IRw8d1jOMzAwhg`(VaOHBww}+
zUyH{RqdqYv1cXoszBey;L%|>~y4}1-@rS)3H7NO2Nd^JI<57KLBpCLKZk|_tA;l+2
zf(%`T4|xTjIIJfmh%YX>v%&<otjIE+6Lg6&LG=ZFutV~xur>0+tmYR5*l)oel2>KF
zBDrBx1T7ClBo$^$FYKm7uRE-$f)JKHiYy4jcZ><*i;M28FhO!FUauFJKqtlo+z!bT
zQbAT!Jupdn+<wLDm)(-&5!`AhAbTW%m;4cT(5>)d7`lfNbO%L`&kGV|K#)(_CnSb1
zF1ph(VQE5Ar0B_(1(2?92H}~alDUHv_ciw~?jPJo+y~tMaPM(%aj$YOa?fzT;|_BV
zbBDNlIDDwHi$iz6Xf#YuHt1P83IA~T$AN$B_{WBStoR4L^rCSriy<TV=ckXEN6$=V
z+bH{8w!g41S-y1iaQkc*Sy$N0EN<&zwvC(Tc+-Mx(;cILPyrk98=^(073ftmDTA2`
zFZf_z;t7U>0YB_d0&WquW&-c`NxUS(Vg@o^2);O2u7pL{<AK2M7A0@cm3%r95u!AZ
z1UCr!emTsCLjlDbhHbJp3?m^Z0~s$&Ymlk9CD=MjATp`26sRF3tonG>AA<4Vb|syT
z#_9ADk;D}f+;`IW0TO#;s0P6Coixr=Aa>b@kcf<^!%0kjjVo`uY(r>_M514si+qQ8
z7+0KgS-+D;BEnJxq_4QrlFRa)G|p5OiMZJBq;aNOeHRm-M5JGBm)Ooc?oQfej!&bH
z#EARU$f+COxEocM={sqB?`<HAzoFYo<9E_H(_NO!Fo;BCWG(8MZem>eK{Q4tp=}W&
z-?`_AyGL;8R9HLM(<y_$dqpoMOM2WT*hSV&`#&h|58Q9K8@UU)FjvIQ=2*vH9nU%r
zIxcgxIVv5zBia5BSk9idqszWE+arUNxQbVheRA?teJ(wcj@KiLprA>Lm#wLQxp>){
za?~+AJJPQ~hJg!uL;LXj{%lR7W{a1t>6)w~XZLGiEF)w`<eUKo1v^4M$<{=7CSJBC
z)SBaEYvP`1<m`x)-6si+m_HyR7~*AXyJvm8Y;9kuo1)KUPx+>J$K?`yUZ3<mcU+?l
zdWwb(7lk)ma4Ld-&|{Aob8o(aPC9fqZAj`h9HC3*EaN@JO?8S?Q&i_$EG%wZR-}}b
ziH+_hHTlJ5Ufx$%$ye7_R9DG$g-s<5HKmOemG#xj8VYi~1xu=hLa#Wi%I+N5n+<)`
z>+zslzogTb)|D(SsICINdBu|Aiu}f=h61nKEh-K2GM=xI78fjTlm%H)sv620nwHfs
zYb^EEl^5pK)GNN?>Luj`H6!8&9lV65e?=E0Yhy#BiWw=QO<&QeAYV6ZsBJs1w!K7@
zdgRcCVC%Z3hV1fsPfb-Yv`lOd<S9!w6x3$7RyJ2x@S)&ZY4e&|^!!&en01pQ6Tpa%
zOnBKRYy?ZI2~lGvOEK^#w-ZFUP-ljyW(Z<NO=ET0mi20vM=b79TC+Emc2*a)XNO(k
znk|)iaEw+{*3j8n+u6o9WXm1(b*`4$P*-DHyMT^-MUOdIc~7?B1u;-TZC}%=-hw<|
zb)MJNv!<d-F50|Q7OFQa?&)c)Q_t(p-4tvVgxuow?lrQj&aW2Nv~~MC^MXZcTf00A
zshsTvRg@y44*{v%+FVw(vDnkOq_VYOX<^fv+UCOQ-0Zf_jjqzXma@{8b=CRd>gG*K
z?V5lm%!~f2E#b!XXwf%x%E@ZV*&yM|qJq|ZL(g2gbg9o<;V!Evt|+d{=gS%j>ndyN
z>I;`FsZ|PmwIz#-iUcXwS6f_I?5+h`rMYFfHG;RHqQFz$P~vGk^}}NH0_?oepTB_$
zH&pONh2?8E3mfX2H{`bYeXZR^au0uA<GLm<zgDX6EXwZ|+s+GDO5Np6HO=c?WgA^B
zX#Tf!`rrzSKG7}8sQp`ditO3Axud{eUbeX-zswsb?rN(J^!P$0^5TFuu()Xp?DiX%
zwl?x%-$w6-#g!FROT+CQ+34|a;V!~Jr*LQce4y>*H|p$^lZx6IieaHs^dB5%1-m=j
z{q5bJqWWB=qP(i4DpxAZuWL~1%d4fO)%6}<MX|iBs<y1Gw7g0X+`{6@s%p_&T3b_C
zP_k@sv9H$0duvN7hcU+r-4Rpfy&f-GcY>ZKcVuTTTfAmTc~$Px%5`h27dKXx<(Bk>
zOI$VH((}aPyiFDU<~7}|a-P4e!MCwpZ1!xd%twb$(5{o*ac6_934+f3IxwYlNZj>Y
znqzZsQmSsYBXXwGg00XHwbMU%@SFQaKYBD<*HUnXJq=9F7t*+AOh6a7bkhsZ^yBDK
z^fHTiIpz?rdn5add9`(Wsoo5Ro>6<URsa2278yEW0ybSAHlx1s3|R-r=ssjReH^}J
zCfuugzg?xXKv#R8dyretWx^KcB}b&l2o0z8XWHQmeR#ev|02T|9DN_6Gi9A_F>V+e
zk8Ax*OZ(2b;N~lI{8d-bhP+Yq4vOAEf1x|5uQL47=rrDI-eCTQxyo|4b(Xc)w$%2q
zeV5}2uEX&p_Yml)Hd0;K6yoHc4NhcvhURG=TTDzrP0!GCm~3;(a<HmsAF!&JNeje0
z<LzhYl{Ob#nuFZNmbUNxF4O<+0A?#%^(;M>776-2&(bwek$0a3dl#wK_8dKjW(0GJ
z&qYUPpvRx5Q&9c$P}ofh?|dF^K#Ay~=V=e^L7zTPm(vnj_yRqbR(jXHK>vi+M-6WD
zi!{B5_M*cx^<&V-srq@ej9L%Vvr$#Lehlp!NVlRrhv7OEq#DqgOuY^5PuHgb+Q-xN
zbLpJkzo+Xzq-h1codGsH^YB~KP}U6nOvVeB8l7;d5xt+GABWm!=qJ<jads-|n4!0#
z-WmEijL)1>3uQ{RGACx})9D4I%vCe>$*6Xwo@a94MjRBGrxiIiQ|~}`&D1B+=iqWn
zf#Sqj`W$+pMp&7pw`0r`(a&e;lY!nHv-DniQSYB-=}k1C{%E$o2(FQlCV!L(B$6@#
z-$yf{RmGY5By>ThejH%_d8U2=oi|Wy-l4;~ucpo}UR>c(DjTXB>gsCiN{gG6#RZLG
zO<sP5x3<YGH#99>S}zugRZZxzW4ak=$uV8!>}o-&sg#6ec}jItLsLm(zBkWXm0wcX
zR0mst>awD$np(LsZ&_0>yz+^wIuP{A_&C4`mLUNroQwFJUbrIW1SOSQfKvgV;N!72
zD@P5swzOgMmG1WQLT!T<KT*gLgd7QPDLuR-9!k=`!(}9b_GVsx91j|CEcH1>eXh&a
zU8Vb9eU|>9G0*sfDbMtr`S*;#T*GF-;7PS!Wi#1Y9lzvixF)Lo%G`0|cPR^rNz?_^
z#2%<Sq_*O}`DoD`{S|R@dm(o^4K`N6EPV!DfOco;^WgJ5m!+RX7orcc^y0)kQ_8fl
zbbwezVT|NjBL)^D_gv_J`AD6s&!me;zdtY+-Y-D^gEN-&COP%ZG*f6!SpfZK8rtcC
zZurw|eF|NS?r}jceJ)#{1s8}1XODG3cBz(K<^n85XtPVN&}BHOQXk#21pVz7hE%#7
z0rK%^#`T6L09(}!h7@$-dP6c@fs$`9oI{u3q}g;O{?`Qb;~NY!0qKJ`7<js>zn%tk
z=?w-4O1{w`0``I%4H<MbSi?<3?Ayk|-luOgKz}VqFWv-Jay6*(7Q-Zza<gF;5LkG#
zA)Bt%l6K#0$O0-*Y65!UX2WQ@PD=;aj10FxMXS(^Tfp+J9;Yv$tI=h*0KJCZ!?ze%
z9UxA<-H?esyUj3>ZbXh>8UjqMIb|u_`fWrn-3B<{{-t3Q8h-~MZo=8=I3b_5^wNvy
z6VndyhF@1?D1J381;et_AA)}C4$7+22j)IbH&{C<N)Qfr#2`Ap!yrU@LUU8WzN#|N
zor*i`fYgxc<lzriws*I$3aZ`2R;lik(!LxK%NTv7hgfX6wXAHgO7M84sDWmwdYX+I
zbD6N@1GRD}00U}*syf}0!aMzeu-7T`Zi)8`0iQplpxYvb#dw!DfXCy5)5x3Qa?GK-
z4M#X^6gH4WNSq>j4rG%z4;?n#$CW3-8Qm;>Jv*q9aqD>Kh+z{K2}oWA?BqgDk@xdX
zI5rfVey<=p!KNet#uI{@56XI-OUF=jJ=p2d7O%*QLD?%g1yzEt6Y_fC>qtIehtCgZ
z&mKP*rs?!9n!G?$w1roJfKODM0W~bZl~mCO{PMup^?)MY>{I-302A*0_LxD}!P{Y_
z978=qQIF6e`eWTTeV+cXVW#nbX`<;D=3M6A>~70M%Olnb+i2UHj^A<hXwh+Il|Jh5
zqbuJqPECTh4bcfLFunWeXmmy$?u_~LQryw9(B-!qyi7gZNQTZhOY4j$4jN48@3%u|
zT&8tKk}&6>VHVS1PRWOYSz5un4nptWd=LsQ*9t;{3p)6*gN8Et+<|u|puhdnFa=$3
zhhZ9Y?;G!c(Xs;l?heDbP>1w84KwIfWUQ{Z6UNvwwEIrTUybfLVjSQ5#GNq49h;WJ
z)R6`=3z?hH-7g!*Tk+(qoeZfc?G@t$^zh3@5orD$Km0hU7Krq`VpQk=wl{@I=oRA<
zdL`O+#OS7jy?{PS)2lFp($Gh*87I*pB)nmqj$t$U?d!&=HZlnk!(zv3t=x{+p<Ec3
z%RrIWjV4?!lUC8+UpMBV``?9H?0wT{Mcf-kJ329!F(KP4CJXxYn??tUykSg+dI7ol
z^cs!Qr*9Z}sNA35)M{Wx`*6W2ZyCqXEn1ZU+cG+cOO()S2a>Gl+_#LCP~U@Z8NKv*
z8mGQ_%lLB|>UPah;{tjeZvS}n@lm6XZbr#(nZ}`o?*OsZfpj}6duK=`lio2Vp~4vq
zcc{u}NSbW3)l%Hu+*;1$cmXtjv+d8=*V|L!9@lPLEo_b@TdUh<rr0SoRo`#hse@Bx
z1y0NZPTq~zR8a{yp=*1cepOVVQ-|RgRg$gn)--sltEVH>xv?b}(z!*S;sKjYXF&3Y
z@WcTlC!~6u;gCo5f>a46o)S8|&Nx3q0z(xzQWu?G58wuKjvx#fS#Sp7;L-<n8v&RT
zQEIEvnIVI1lj;tJU^Mw8r(5vLP8AHkoIpVq1+akh$YHd;)hK5Gxv&s`;f*a{oM18M
zhj(D0y8|Ad2aF8-LCJ@nX*K3#D1zV1`(+s1U|0zAFApsXdhrb5<2@=Im?@G6&2BTM
zX9PmLFQD>anEOId5~c>HPvKRk7b+;hECFU$GHPox&ObK<Mymlh>2nHTv<ofr$#5?{
zB*HxHRa6C^$%18y0a%s>ENfOfo7J}N9<@y;fhmV9gnZ6WSdyVaK3EIj4!hIs3n~&+
zISe+A$kc9Jlp(<fQQ!#Q2`W-NFDdvAd=RD?u=;{+4w%Pzd}wVu)EcY+V2T!lPA~}r
zo&^NpE?7)C!D<q0DZ_5J0(QN3w;SgcgyGYI1*r(1*8@|R=oXwn9ID{+@Bv<h2~AS4
zQqaadL~(zFtN8!qKIZ-chp=yQFLTdvPr?!GL%nH-&HFf=&V~+0j0KZz++nKk#{N<6
zb#hAkCwTEVcZ7Qe`r85RoEGj({qAz(LMUBMahGv#a8GeR2Lj8vayZfbgu4a$YXnL=
zIfvZ<eY3x3+R*a-#@qBsoFADF7^mqtf3I-BIFDnJOcce^tPP!am+>0NzZ;qFHcr*w
z%{>HIF5%#y7nGFfSC1Jh$0u>O_a7<0&%FbrU*;Z%0djlq#KXqR`)Zej50k5|I&3xo
zuIu4OWE!B^!o^Y_G3abb=+=*o=Z;C@Zlk#SNK=o)f%K!?o!o7`<32H7Ie_EN6UGL3
z|H_}5LF;=Zw;yn{aAvs8Nz;JjYR<F{knEwjtGUm>zrkyO;uh{oZcp#HBvU6Y$KrCm
zS57l^Rax|oXDRL)PINpASRQdiLVA`0)exOavsLcm+|r7QDxrE=b-ui~s%lxm5-@R)
zsw$Nw73G!7%A|q{*;i9syL4&3&?q%1%akg`SG1&VvE*J_T9RiQv=_#UHdt~i*<fP?
zHrcw6Zh%a+?D2_9iyA8%D~ie^HR94G74;?6Qt1*QuX<Tklh;%4l^XIZq@@LArB%gp
zW6iR9p}MiDv@CCNiB~KvP)?--nrAnxwmwl8g8fHdbEKsL?<uNSlAB-FSO=S)>N3z(
zNkw^eRYGNHRer_dyoP!uv?Nz5t}iOBEh#NnR#zuB`U*f3C^l47@)9$wJ(}W{2kSW*
z6l!2oKz&3}AJKbtv-S5HCL4ZcG?{<JtY#hTgO=siQTDeT<&Jl__0%S+`^wxg`lxLa
zs(Q~f8C`MAG}=ZMV9OSBN@11`eKngA;eMnx6?eR4GNRH<X0jzZd5t-x92V$>=)h6q
zWHkR>BYV}m#&L9;R?_vZF`wyM!{=#5AbTp^K4?yV`(0Su)*|jbW4gU#um=`&I13zq
zY<`+f?d^QeID>{&<LYC^S#&2^cwaka%+hUJho-)2;^{6_`KqZ5mWpd%HO-;B@xLaa
zKfG$12^C>qGkNJAvf!Z0-ZhQxZGFvDqJt{H5;GmvWz%$e!$7<2IN{_vm_>IW?<=Mv
zdgGuHN8U6oqSxcs7t@;t(o5-1^y{}w`Sj+2Bs)6x7A&Q%w@ukl!<BEFO6V<vGGBPx
zw3z8Or(|W(dva0IYo;-XKWgIWt=i()bkuad4l4f6yCxUCZQwm4%6t#nwE=%AFTH(G
z`g!k}90MyjhkpMacu?7hj=g8fp?3@__T_t~Bvf?FG#4u0|FtL6kwGOcKL&{Qyk#1T
zK00PfvFJG$1?DF%t_Q|r8W$<Vs>m}PiF$%%$UsYQoYf2-Xu1NZ44cq6I?XUTlw|yj
zv)lCe%Cb#o(9<kKk{BIH(&>7?y34em%YdcF4?6;{GbrQDLdXqkHQZfshCqp}U_nB0
ztG$mtX39&t>VV1AYdUT+SDcg_K<XCZL`6YUv&~0`Cd)i1qAjlB$pTnN^?u<pJ62D%
zTaHn%!ffF(9FI7bJIwa`?W*l_+mCEsYlGz&o+vGm9=nyIS(c`9r$tkkk>?;@_VN<c
zBb$f+gstg#OFHDT3kX{HQW0_cGjJ<pT_}#V6J%_UuCigeR5}o*c5NR!!ldNO78MVe
z0im5gH~+XY5jLi8uY;QeGzcAlw3)RGIm^@JsR5+wwdSIe{2WMr?>h5r#9wDNp#Qzr
zJbQ!!@ZLn^z0RCBLLR)FiSED7JYnR#1!M7bAgN#S8=y&0mh3anAo=1c`J_$<_nBwK
z$^T%Vxr$^7r@RWN$0GlJb5@-E>-U>ID{-w(d37sXWl~%5SJn>Oy3)7f#bF%vGm35p
z{pb0HqsBtxuS~N+Fw>cvnfqXYSjWC<*=W7jmSwx&-r%^ND}us3vE<a$=^LWpA;~vO
z7fm6O%}JT2TWwy|(i%;R+R*%TCe0A7jylktsZ1?>6&3?r=+#v4+N6mX>C6<=oW@Kr
z8#aR!2MbKkY=(zh_k(7kOJ_4y^ularrunpskeph-)toYAitduFM7M-*AGUROZtj0l
zyL#c~tfDio*#<7brs&YSSxh=O0zlO-n^I89TxPbpZM!)|ft<y2nGA3ipylkE3s>aU
z?|`O4&axw>bR!_8F48jB9?=$wH1oy?h<Q+AmXnzU&Ihz?#mR7}$H`1*Rz@jPiWBnp
zJDI8ArU2*r^!_M~e*Y58;=B9GXEQT(Q5}jLF{RLZdeISB()3MHJ-XG!q|%pSH&bKK
zyDnz>jO9@S;7id(2=BG4aQz<Z`kYfyd$saQW-~MNp{NnvK8u+_UxpJG8luypCS;k#
z$cRpZ>%{f5m^#BQC2B@TW-znp%e7T9X(sb8J$z==ID_HoE3|KNU<TtfM2%4vy_mts
z^pyjtpsLDXPA-`ibj}QBoFO_jYC+BnCWrp9CIiCzq~s#Qt|d_`dOw|6NXL59rZX(9
z@9Q!J^iOcva}7~BYDed%G3E46(MxGeGhD2qC_DEnihGFrRj=iM`L@1|ryV_Xm$_uB
zo%=P#y##yo$NLN@{|p8pzlM$GJFqRsyU3pnlz;p&b3T*@RM^z=VQ{zgA@{%BF)+1!
zg?k>h=8to~g7UGx{jVK8{Gz!S%ELxKu4yKe-^ZcDj~NRrcJ4k3#D+Jx`+9B1%{OuA
zlT`*IZATA&Y%ZN@ceI_xPzA7*IR*?=$let18OeNoijBz73Gfsfk)heA*oX|xKE*~P
zGBp1b8<C;er`U)L%^qqaa>|4`)J8;`FM+<?KcRwPGsraOl=*b1jmRkz-%uNoQ?iHZ
z=?1bV4iJZ4r{_L}U+PB9H`}j9G4FBXal*b%`1x5m{9Kb|F*i_qjf@U4Nid0-e}lY9
z%+yqKnfV;^J?2?vo9QFdGo~9%o6NgRg(ipb72{8gRYs<_A&I%d5GgW5Ih_mce!^d{
zO#!QYSe@ao7ykNOg2cmL0se~cSAxG#PJ(h0l#`&G1m)nm1GP8b5H<e*Jdr_&s7ue$
zM}7c~J`~iR9R0@c`+7uc3$@#$Z~wmU$}Z{>QQ!RiUZXCaqi;O<O5}7Lr!JhSuRK{c
zUQz0TbbZn3i&5uK)h`^WNJRV2)UJtoWu$zsi;9lZyH3rbcG~sRXy_zb$JxQc(FFO|
zcIcCHphLi8x{JCL9+O?v9(as(QM=*c0ItEq?4mBFsO-i1Rj1;P*ZZi8lJ&Dr(!~4#
z_dgu%+SdE~6h>j-o)<;^U+Y&16e)|Cf2G-{*i-DucB|cB`^NT#?PKr=^}g+G+bg!`
zY`?QTYU{P3+~Z99eW|JGnsX(a=3L1}5$8%aia1xYQN+2DjUvvKY!q>>WTS|4B^yPY
zE7>UGT**ce=Snt;I9IY!QS4mFrn!N#5$8%a;#|o_oGaOgb0sTru4LWP>ndm7(b3oU
z+NzjU9DOZXw~8sHe~unl#gyr1+iybV)l8+%eiN)M<@O}UY$G*6N3Vl3l&)_0OufHq
zg<Sn?E(sh;RnbXM>H&w@q{q&?W}}n{^AY5YM&_MRiW?2N4?8ri&}=l}a^^!I@GoS(
z0u%TbWbU`yZ3b{xVAJr=?ltUV9!s83T?q%7?!2a=GT*Ys^5VKI+C<T^lhqM}kIB^y
zd0wTma9O^mXqmToX$kH?I_?b$me9We(r3BMF?uIG9EonU-pLMs_0VCaDDA(#F#rGH
z3lr`8m|0fl{q3bsR&KsxE0#5;QY$I$cCOfQgZ&$O1YE3LYRj~qZ+XYEl6{O_3npKF
z^TXx^rhTSj<DZSWhMyTG>$mG?>z>r5(p#x-sFhddPDIN;VUQ(j?E4qauYRp|TTZNc
zy&LhLGK<E}=)Ln}_w%2B5KZ@4sd`FEi#qlC*oh5U=<ZLMW>Zba#;&!C(6oOr`z#A5
zo!j2DG`eQB5}VxRMqhy!ON;!3V{U2Q@f&MBu^o`M;xi`2>Z+)jmzUEuEjn37JM&o?
z-TxW0%3}HBdjW3I+CAIcXleoLM%AA)i>xy~TNston*JQkkYb;9%jl)gnP$dpQfk=O
zcHWE@{S&B;N-O_ng8Ir&R|~NP8{BB}7eF=X-!FZT^2B4CYWdiHNZauRP|dvN$e(i-
zJem}p>>{31(Q97-RnzSJdS>5mf4MCiEi3}6o&N%=z6bM;R2`Yq5Y2F+M~k3>|M(Y>
zRen>tx+1ydBBcHs$a?M${<7?fy?<Yw6<fL4jTZa|$WGb)$)}midV6c<#12E+{{Jv3
zjA#9)SC{#wG3e3%Fo^L4o|;=Wqr`$%e93HJ7Bu@`t^e2bf1;ybGW)I6uBMNvL))U!
z=`&+*Z<WzQUol}zR^-sS`Tu(&uzE%;0-Ra-HIOlvG~8%$AG^0UBlbR|9sU}~Fd_a0
z>*04lLdU)aGQx><w-lZb4xt_2FdIgv)RoUkz0Lb-bb4C<Cq&7`tP{DvWtuHLMGsRq
z3cl#{)Yw-$WOVdfpgQ*2MfRz=GdHcC7CR7eqsR#+gGsxm_bu04IG(!w1XIo|Sma(-
zf4I2he%6q*B;DYk3=YFjjnj+=jo+GTO}Cp(=AiiyV`Ww|2br(fa`t-mOG~}wKI<6k
zChIW}e7D%1v!~fN+kfX6;|Mz*=0<a?xI25xlGrEoX!A7oV)XG;_EHp>%I-x;Q`s8y
z@D#S5Z4k^@xjTzSAJ1hMp@UOc4lz^M<>;4_*_EhiGF!ve%A`mdjrM0lk+R94%fE9H
zyj!A>430*33G5=9(WR7oNy=CnUCy(MOh%V1yS(V}i9l`LM7AD{naDPw2PXjf<r4t?
zm*ZI#T{WH!BG-7fnJvlf$M>QL_)M<c^1Ob0A4}{a&gAmQuDq&zk~oP*3+F+7E=^%s
z^wBunmO_#NZCM4S(R<^dEyd&5GW6wGwi4Ys7PqCC6oIyUJRgc&I~LmV)flMMU1Ol!
z>M>BxF@~)<l*$@X=TD|LQS>JIc{qZ8O}|b5rQsUG-(e^Gh3Pu;B=bWI$E;^l*hek%
zEk~`q^~W}^?U;Rq{cA_H<34UFTJ#C13|1{-e`;Cqz&H0av;?xYHIXSm%w-ob^B#Gl
zsrH7|ccR-X*>Vf_ochGLsp%V5FVOl%C7WTj{p^U6eADhfMW>&mb)pJ3%#59R%_CE;
z?RX7+UC!=ja(<WjU`<g@3))f6g6m`9xzQ6g{WXe?m9fZToowF5U3TN>+B~g8m$4}p
z&&-Q{RQlp>=jwc|<Cg)M^arMH;D5g2&FJ(3ZG@Bp8R_}o{Cmkon;u6;OMr~!l2+C6
z=!uKbiV`40m+gLme(ACY(WAvcX0E^N=jTlK+G>|*!?PI3<QynIUNib<2UZu8VSG+8
zn=#rX?>ffZQ}t4GdP(1S$wERt>q6HqVS|i(qT(;5SO4N5dbkMajb3!+qZ2<nu>dV7
zVmFwl1eYJpoH-F)x0t=!GW(|bA9?@0@yXf>G6_W%1G&-DpGlhd?ETwTSCYwU%3?Ny
zalbSstN7Dh*Q4A*cAs_XIXBqmG~SaG&8Q|b-pd7SGczIcGX3<Nte4Q_0%#St>h&AP
zUNkp?w&z2ulzr!3T>kF;kJQ$Y8FpnpkePAwIlprMYR@;T>&Z;~HF*4Gru_J&hccUI
z>_e$}Kqh16@-gDI6DCJ98e>P+%jn)*wmC9=sofxKyZvRnsLU{AQHCtTPQ!D?Nyb*N
zLvol_nC>zg%;%bWnXxc=z0Kybm$C0yW?ME|es7&*?XdpZX0tVcPtVWo1@<fK#~pJW
z+Z<1G<GCPrzy2xxW__0KUESrnT>3NmCb|)Hnh#U0@Ly@vLb^Gpi=3$gBOC0+OQUQb
zy6=4@Ffz<35TM&#3JN(q=Wx0+z5NH+E-8(g`>>7VS0*xoqnfxE{Q%v?rBPEKy8b(T
zKlDl;V7sU^5;gX-E-~LJac}Pdx(iFAa7;}&m*_>kNIWMbfbN3QDA*lqA0jb#9&z1o
z0Jif>!KbZ;ZIB;}$mtwo#Jzq8=ysJx!Sa|?Zp52*30|~|U=I_3E?OF;`p|vvOLfEU
z)B(1gB@qo7{av@`=Jh!}i0h=l=8BZ;=tDN_njCs?G%T5|qhVp1IvN(H=SIOYx^Wbw
zWsQQgcakA(Pco#*$&mJL65GTsZ6c_gumWy_<?Y!db`*Q=Qj#XoD6$>WK3v6)MY*eB
z;eB@{EW8_5vdw7DO2Bt?1zUx#SOHM(3bq3M{anC&E&eGw7tnvT95QZS&Q_z<7)n|W
zg@3z@ErZii{FPE@^x{^){_ABdgJwfIdUGk1*t-;<`55}737`W_0M%j0fT0H(+0t|H
z#5hs6iqfspy$g%%O9sjCmT@O+d9E}4!(3<nlKBNY4HntamL8Z8pRg^0Mb>S<$}!*Z
zKb)#dL+31F)6k05u*^=*S?Zs4!T;>uwgHw|3At1@*J@ZB{>GGjg)5rT15>ga-KDZ?
zn2A??CC%_XIR;Jhv*+kWT$NWWViD87Zll}VVT~5XJl9rmsQ3BR%e6JS9Tv}7pWN|)
z^4GmDM5mvtt<i0;c&3jUd$;S}4>Qr%t+1GhHH%(d+%@ZRw4)W4nT1ci+_JRfvsLKW
zI#_0=y!^+1WFCHdTJ36Wja~=KOq%L@A^YK~k5;SN8odt4@PGSha>0(ZrP1krZH+z;
z$c#T8DocOmaRWNK7RV%@lXlVg=}%vRR;&dw*2d4aaPMD|j2>+PGIKgUyLH~$zxURL
zVU3p1z7}@8Wt!V~Vb)zaAFXbNHCjURTi6-Q<cCuh&Gx14Md}(@&3rxCPgivu9UskT
z!5elr`m~u{V{trq<ccxZJ#y8ywRmqYq4mwc<*}n)@1C;rcdtb!pNGW&H+nV9uC_ST
zS$oH%UH9ACb+A@TXnPpQny7D{XPSTi!0J|5t0gok3}h#KX?Y-HC2S%Wg@A1GH*c?-
zzzferGumOTcB3OfpgQKl$Ui1O^rxC_9axT$P*o79&Rj+9mmhE^M<=hxB99y07hqRM
z_)2d_{`HfNV8Oh|a5cqLF`Jp|nP-{L*(vN|ww=A2ecXJ|bj<jH;ctc~jEmU6Lf4va
z30Zz*>9riUvR2XjtywSyt;?+!SnsgDZara}ZL5a8^$oV?%&(al(>&Wh!R2X@y~BQu
z{R#Vru-9I|y<tAzbjbLqah#(u?6}<V0Nik}a1wVeT=2Y;nPpyPy391naJ6x*@hAU{
zUjTs;5{_RmDUzwL*C`=?5WML?AQ2z78S{I+V4DW!P;S}l=T*2c20j(2OL0j7e6NB3
zkg!vf!NkffhJ8*Scpq|x)sP3Ak>K?vMC~CZJ*oh9TmitT0M3vC)>VpIaeBa9U6H_}
zW6&#7yE7wz6g)skfq<-l?YbLmZo$S58)6AgIV^$6Db!04L)66tDVPp}$(Q5|h5~@p
z>j?o;5lps1V6z1lVv-VaQy1Zq;1tCl3JWr}`*MRxS^%v0RJY#=mwN*tH~7p8OCkl<
z`w=J#=k!6rt2)7r7PLtS2u{@lHm~4&kmo(Vpg$DyQs-l&vR_hU3C{R&t)TVr4wx?c
zz$ncPp4h@(uPFPdC@#qdgQ67T17L-Qt?a<_2w0(k`I;j8{9u#sQF(uW+6kWZ=g^82
z40)mXPE`O)KrkTy<2kT2b_P`$-2VBz{!l>L-tUn=!?=Zj#Nq!Y0und>8wg0e`*#zN
zc=zujAc+{zK|u0a8v)5{>j+3*TT4LlS_=WmYhePC*MbBjulY}w)dC0%3R*xwEl>gh
zwcrc{)B-{fP>Vr9KrQYC0kv2g1k~bt5KxOLax%mLA|MH?pn)Wmg9eiD5g61WR%nSN
zNQMTIz#JM#f`Mot2|$8KgTXEeVwn(-1X<8P64*flNiYcwBmpcmki^W;KoX}z14(QU
z4J7eMG?2tVL4@gABnAR%(H{t?MVug@7UhC~T4W6ZYQa1Rm`CbMKyA<yu;JvlA^{)}
z`D`TUga(p87aBP8WLf?sm~#>=I0;sq1e*wmsYO=frJ%q#fnv5WH!#mJ|754KMQjIq
z4f_NHt2qvWSiTXl9}Zsztjo<O%%Uk|oM3$X)TO}oPxI?$)->Pv*WrtSBg|BrFEI7?
zuLGm{7Xt1LIJ#eM`jH8%rgt02)aC~tncxA-?*waEFfoN8<y2+a?c~8DjRb?!?G1?3
zUOZ%dA;AaEYJ5&rQn4|r4A!Lqh_wW>RS>2F@H)%$)Fq@O_+(TB8JpM!z}VLB55r{!
zZJ7IlydPXON&)IZGPS8P+<f<iJWlY~2@_Tr>{h{XE$<Y95?JyE{XyQXP`fZI!I_gB
z4l1gX2NYncAB5=;e4aTy;0_d=`hmAA(Hp@91K1H72%S#wj|o#W_(F7o&jPS=1v6Js
zmBQdjHn0O1%nW-JANak&M#BPxi&FiP)8~Q76MW=Bv(+#-ko0ZCB}sUZtpvg`MK%)%
z2NKzcAsjuV2Lp)23F#!cI8MlV0^v8>354Hh#SnhuJPc@WtRcDhjb;MjH$nu$Zv-%e
z-%v52y+MMWXdnr+qJilr3(P$UdQO6iPJ$&T!Mc;+N_>4H2K2RHC%7UcfC^61Vzv;7
zgoz;#iA+Nv5(|ewB>WD6NW>okksw0^B5{ofLrEBwlaX5pM1sW-h{UHMP!_Hqfk+S@
z0xcX!D;|Jq2cQ)g8VKrw0TM<A10-+_21uwJ43OYF7$DJrFp%H>dU-$4NKg-ij)`H2
zM5`eX36Mh|5|f8O!oVBz2B5+LsInhomg2d=L;VJsJJ`~6{h#!8w2l6=VUw{+Z`JYo
z>*#vjX6iRa#&DS4r+dQSiY2F3MwZ}<ojTi@dXl2{_96P7?xL`dm!bZms7w1WovE^i
z+S7;Vbb6l1An(s{y){$2`x}>-2j#dPkEu)g+t%;JDRO!@#BsGd)Wv<6&QP%vfjwM5
zo6b<DLtWU1C{c9|*5*V;@+nJQ(1+<vy(>}Y_aPdj#2Ko?i465_8dr%!?drpHCi)w!
zzM-Ohh&0U&_}KamH=A+YVp2P`%iXr`QrnzPYZJk)D*LXj+lHxZ;<<Z_>z;8(UxmJh
zhr`f_9uv3sA^L6~MW=UBv`xcfy{evF)O)OlongsNHZ)O&Cc_;@yYW8LGSi#pjppZ=
zZ01#Vt7VqeZT-e}-2QLJmxlKZcN-#x2%LPD8f2{G&!sLeHyBu70{aniEdcKN2)<Na
z%#oBF!I$j=XGWqomb-CuMD6HyHix=Xdphui%G8-NQ~Og|+Pb>cb?Z`{n^OZlo$z$F
zwLAL~ot>dTduwZ`E!c%$>1<7Pc7{`38`MtMx)#3+P{6aRyUR5v73XX3*OsN8o4%&I
zyCcVi!vSQsZthwiS(gonTu=j7LHowGb?s`f%T>O)wz|xjQN9!&tIBgrDr;Q0?7IG>
zhQgZK;>rr=x|X({P0nVZ7!b2%=O(XbmB*dkt#)QNZ#g$T)!Cj(Uh7L4u_h6hhB|vq
zD7)>fS0Y>O3Y=OIoJuMKY>E)(cl2~NhcKg^PPM1I9k|=tz9FQs4fC(LqZzU`KxpFd
z<{@nwK-GF)u%$EA)zbwZpgo|j(^^HS06$Wlo3@09yqN0DC#54piaVX)fvu&(37@2+
zy$x(<yA}up2Ylectkk}0|5qPIwC`JC%aT(n<icOkA8HG%=|daQI?iwu{+2e^9FX<>
zJ<X@$AepN|t$w($7YY(YVX%QcrC_SFdvix9HJs|i7VOaX=47k*YXn2<LeSMoUymfx
z{efUlcgwnjy871C@2E>?Qz+0w%#%}{p-oCCkV<$C-&f;39&)p`Zl9H!mAY+PYIkQ(
zXkO}et+IV}?dYlPgu^olof}}skM`VTdc17s4UUyv7Gm%)3+x?ox6eUe`q>$#@sq}+
zJ+=#LWA|Cd%~GD4roVsNV1=!vUtv3<W_R*Nw0aR}|9-rhUCs3CfYI%jgUWXP-`;Mi
zFTHy1>dm0CmC%mM*%{WXPrOqWoF9E6I(-YMY~ASXAHiARSWCteQ@XEt2Yr1RyFW5P
zYRH~mbj%*j+y>KFG&47gqIFCn;tKTQuAbJct~KD((~|?YEU?q_01p=$y@~*Oosgdg
zb%_`V!9_$6hag0*$KzG~;2&7_xP4)_A77IMAA+Fp5g>{L%!(imd7J_<L*=C$na}o$
z0$e66hOXb)4gD(I*$&fMBLs!BY`2lhQc=}lU=mT=46UsM{!oJoc+RT!1SL`6A&4(H
zxmW#e5E(&9C3?gVL<{f)c)tgn*y6AbpevI_xEL>}Ubub^x6&Z!2%f{mR9sbjyB!>-
zxh0<nbNIwaZb1R`x^<x((9g-RgAGFC1<;*=stbHUs}LLje69LrMNq(RdKh8`hd{{&
zS1kQO*(ZvA6}%<~J)r>HUT<kjb)~P+dHy}ssIH}=i+5;Wi3;d+OkD93c8vq_=dgxL
z5Tycp+zo>dW^mdq^5BLUv}N!Kz#TJ$djVhWZnzW6OKz3-d1MIufnEF)r|)h)0C&!Z
zx7(WyE~B9bEKhggX`pKjTt<nNZ*)ZR%L`JMlQcgB;9HTtf_j*tqN^kQUv9Kc&m<yg
z4{bnD^uZd-%d!FiIRZhr!0UzJBQkiEhNvta(3ygJ<sit{9syK<?x5lWRiB9C7XUNW
zuv-ofY5`m_gfGX7*$VIWc=4AT9ck`t@99v3L6`-#2^LRE_|8pVnzOktnasZFE6m>-
z=Tf`IM5+E}ZPXi>L{yH$n<ayKLK13VSokGD_4vRChzc!|K|={1=RJ}eHez945Ht<~
zI1~4SH+d0CDx&CvwHCTg|A+D7yD5?fcSzX$$cmKsrULFy|IkfE`iiZ`AE7^OqM|#Z
zbU!P~^?F9r(?(9Os2$1+xTP#WD3Ne52;Dd+Krj~Qk^w#dBgG42G7L&!j|i8Z71<BF
zZTOcD6wjb51~1$G08B5#SfS+bZZk|Jl2`O3&I{PWs4eXR{`&o^>Ii$O^cD1-qf7^>
zU2s99ztxS<uTQ6Iiu5a+hPGN%eF|u)13|c)4nFDNHfkUUp~Qo5Z5&*ugA+jL;MkLX
zz#D|S>Jl8C!*y#3{6@ei^$TGbvV9{{>j2&yNz8_B<CT@cBQxC@h*fPgM6~_Od7;hF
zvtbvL+R@yR-P+Qf9SZiqx(9p74Njbyn(NN>fme69)4e!9uRzLo!-Zaj&-Z%sA>w&~
zln0Ry#6n@QoW7!AEcG^Jw{}t!4Hr_(I3~>8%j(z)b{`x%<ybDVylzc5KViMs9JCdf
zz8zzG({zP>ooS+jGG6QWiE%79({LeZ3X2Vqs4Z%PdBRSE<^7pz9c%*@*zv5xPchve
zY;v#J?nm`~1||{RnW`KTs81x$T>@&));>#;_OoC~(r=i4DqA8WUumE&>FTo;S*1He
zm4f@UT!_GpiIX=fsEf|)vjVBqeIK>KNLqu_k|k8B3j)!IX4kP0j-nEZcM?}45T6{i
zYk8l2hD&#feMV&DU>b3y{8PzLJ8Lu>i)r)^5ZK2LiO+Bn`wrCH2=)+@8^NC8xdyOj
z*x3LOkD))-gJs0#e#;2g2C$5HryeXLmOwiCcO6?5*+w!s`b_0@n`>Le_C7-2Lx~U>
zQHh|nZ980FTZAodeh9NLuNpM#m|3T>j)912gF=Fw#yV#3u#DJlrgHE+$er3rzN3$<
z>a!+Nbec9Q@|^)|;`;4A*#QPm6;Q1_O4KTsz&MHEz(8_yp8-}8_!>zlp3-Ryum&?~
z_>C;;eEWOU9IbNNoDqp1zpA~@WUWz`h{yTUIh-GvQ{<XhWY9e^>O#jBDqX8xyoq#U
zpOs&;ZX_$e?`PzPIR)3K61%)cUCfQ6CTf)%Zmt;Vvy0rQJDt9KM0NS8c9Ez1euL-#
z!8hut-Q2xYQeUSdkt(B1)T(V2%(~N^D?}2BLvfn#H|X=lyXHr(a#i$w*5Oe%D!*sg
z4KTXfYj@m6S#(D!<^s0HGQ(VN+GV`g@N>u0`rqr0!ba&aT_n0TYU|%~W`Z=B$nomX
zEvFaU>iAVJgzytW;GGPtMikgcLL9dM%m)z9(Hji$p)hz3lE4LzPxh%n5FPyx5)mR>
z1*gDS>cF0}Uy~_H5Hv*rv5`o@L;@so5{Oe^MA5B+N^HS^PLkw629~ZCkbhty@iF+K
z6;W%SnA-&nOT;8*Xu}}P68K00r!BC(gL*@?K}vwAeGt3L2gkkOCqe>YAHvmy!YXX2
z-Qd_8L@PgzVi<s@=cF_>s9}OAN^Y#8ofs)>s;aClOl?&=mP-)k&ea|0$l1Cb*Zxt4
z+BG`L_J5bHP<;@%ztj3=X!Wtu8zdeGEad@zP$K*fv0C6ufR8CJ1k4HM_#o7Z8016P
z3w<yEG5rK6?w4d0#DO5MoRkFysxM|s9`IKokm?U;C!n<+FBrB+AQ^igR;Uj|B#4ct
zg7d5}1TuoaEn$dp#zTA~Rra}Ma7L%{Z~zZc&p-vDC=$_5kPH1C?cmcg8-)KA`c4?5
zWl^T@1GWPPh8^d_ayY_y{!kV`1R01Y15z#oXao5N`Xlr!RrY`jD+nGV1;BC#LQ{hL
z2N5bmvRCwjHGv<(wesKq1cC>ilmQ1gAb^e?oUzNx(_{G?$443}%j(MuPb$d!#Chrw
z=zf(^b6@Ryp!SKFL=COH07|1UD7#?PfO-jr6t9385eV&Id!$Gq(eL*u*q})UXZe!P
z12E{yf}lFXN*RcvIYRdnAT}2)o7%W)tgI<5D6Tn0z1r9RvZAKG{<kX&_rC-TwT9Lo
zJ2muz^HK=^3Zn(|UqKIOCnSjf3i3Cv&Vvjv^76ZtF!mWAfY^U3=={LKL4cr6;NgBm
z?n69YP%&x4r=lUXDz|RQf<fBxE>Irj4Ep!LKTl?mB<-IAxr0>eSk*Kb1Now^t^lad
zySsoj_{)|=^;Rl^)tuCMz?wwN&4#iDy!V6s3Amxek&qSM2h$^t<OS~Du;Z4H2O{4=
zBtTH*!H@xGjiA&Mq1B+8@GH<4Kr07Q`Z%IE)H<doNAP5WH++wX^)xWE0BZ)FvMi9Z
zJy7+BNT)Om>XeDt)D5k<8Wcfc0<P5ppo#?RJXM8W2|7kESk{1}I}q|AfGucdA)uQK
zBTWD;1B7mK3w#*-*g=mtsq!4CIe6y+BRo&voH$VPzQZ6~_iT~Zs=u3x8v8mWJ||-m
zIVT%he-UPE=$D``l|oVo)I%_3dBPBT7!-aGiE<ve)(k_$AqA^yWlvZEPoV*@Y!p<#
z0GeGDK19EQq<>2I@3EWn<N@G+kKG1MB?Cu4|2=l=hBbcR)EQ>j|F@3aB0uQZZNx*`
z{#t@^_N(o;o0EbRw~v|zlP4U~N4J81#^F1%Xid}->6={1jx7Pp>Y<Ypc*2Chc`8J}
z6=3o9!PW)5Cqqz32yqvJ)g8_u;7kWE{}4|dl)PY92*+V~w-pc|e6kn9ua582-u6#U
zBAiNi+@K2YTNdhSmR403SJc6g%8(6L-=-5RyZq2V@`p`i!we;bffv3@beMxpGx6OO
z4!l!1{%!xn_JQ@d<xTbo^R)S}=>g;2hFkRqbXU_?P?vzwm_M@12tgC0MY~4lf+yqC
z1(`Zih3c^Qp?&BIy|50*urv0+CLa#gzzZClb%7<B2z!25w^cAimqUD5fB>anOA4o9
zU<exafno;EuF~<*bXNy>CjE4ud2A%1Sdk=r4s645{8&d~El*I0j>I)O8`ks$@x?_q
zxaGu)w-)6EeZ9|YNtg**P%U7BJuxN>*D*lkBsl1RV;l)WsY|fNL;PrP3kw26Kvm$b
zfnVYAe_mMi;m{8x)L~3W5MNw$XNL(Sau_fHG>Zw1fqq-R)0_H5;@bKRW5Sv0jLr%Z
zwD@Si1n?7>2ovI|!u)WRL*)g37<Q~~!5fJmQ*vv%=5P(%YlAPn1o6d1cUG97MS%k*
zSQ2AGf-1;J+-tMLdP0Ku;-WhXOz4kw2TWiSV?u(*JQ0xcK~qIsUxU04zNbSVAbTLJ
z?Jy=Jh%YX>GiSm;KtEstlNb{c)R0Hws>p{iAwhg`(VZ10XkiP13E+t;kvSoOlLdUR
z5Q%#PH;f4h;){#!tS~_f&In8}CB}pV?TI6CPjH4YAwhg`(VZ10Xdx(p3C6^jaLOs^
z$OmANxTmDUn2;d8xaiIb6Z+z8?lKw@V?u&v+>yBFi^G_ZAilWh&YTGY(L|vq=o4c?
zf+yOMxHjm+n2;d8xaiIb6SSDAzyw`lOi1wPI}$(q@37614>bI67NEjb3lxi9xaAA`
zw}7I81)5)xAQ%J>wpE}e6d_=HAOs3GxIKr}o?r}wkMz$96ST;%zyyfqmdNUmpe;cp
zethDgOh^!4Ty&>n!n}l}NF4u`gugXnQCnyKgoxU3*!M>}NYu%RvE@unriP7=K6HhC
zFoE?2y%1RBd!A(uX3O`JsI~CV&>@l%Yx(I;fCn7_M*<L71!BN})$*{LWy6}DAilWh
V2Df~;MD0qbLx5UA3vzAze*k=1b|3%%

delta 13666
zcmeHtd3+Pq+Hg*0CNq<53T-KLP4|{IZI;Paw(d=v?t6>cCTUXE?i4765=7iCYlH)W
zz}2g`gM!U<Lr_6M5z(t4iv`6Eal7}vdVh-gJ(Fk!!FzpQ-|wIA_vP12C(nM)Jli>Q
zmYz*rx;<%4#F#pfNVEyQKYv!NP1mEkwXKnH>{rYq3`ciJ?v_MRJE@7}Gh`a^i1>DK
zEZT$2qQ^y#uFVN1Ne?j|pST5S(FFX+&1gK1yA@f)17UdjEhqzi0xT9kbPJj&o;?nK
zelto%VF5bLEhtqyBNQ*c8Kt0c0&H5`vX~G$EG7mmSM=E(b6nl?T=QHr`&@HJZ$fu0
zTY->xFc_b|2~>vQa}E@W(^en@;ZcsowKt)36pTGLA-j0a82rI<P&YO}lW-Ht5Q~Gb
zeK|@%WAKXQ=mx~$zuyQHK>-Twa+HabxZ_43;Bfm=)QHy<5+s@GDOPx=O3J*YG=o2O
z0Li;^klZ^WVe!)0s9GE?_e$wp??pNhzcve*#St>^Lv)UJh+(|{q-&AXTg(`d%v&W5
z2OfoY2lD}9y(?LZw^Dk!ypLHuV!V-39<WtX*X}6U%Vb1H7d)36oN%#K!$m(0E>UT4
zi5T~I5ZOAG<SxPw(I)OY?rZKV?xK9LcU)J0f?2E8IP^xRT4OOg)V$v5Qd<m0quS^&
z=nZxUZ*Q}>y}P<Fqv-r($JnE1hrJcu{Y*ISa3^N9Pxl__-X=4jkFZtT``l4ad^iqD
zl=9w(dfJ((rPk98rcJyzytkQ|eDM%nXB&FkJJ?&sOnvU&q=t9GXLyhGf>bwOHum{q
zv$w0SpV6kTn2>+`^Dn%g_iYR2ikEeSx<5JMi4T#9>O}fjPa5{@XVu;#^W048lS`dh
zv%(X+llq&bCVJMvGO5E_1JCawtM|UqKVBxg@0+2Z%4C}-at!`+KWp$#oZrIe*TsKh
z)%}>{T|2*@No+hfpD&(tpO;&(jfsw`-7_&YDAPN<V5^jTX(u6hEXCBSz++x!dGES~
z3Cx(dJ%0)N-dXD1yRb|a@kmu{(sSK+cp_yu`Xvx<8)%WLw*)^p?WE_kK`Cw>0IrV*
zvKem2iJL+%eD|4GvuGO=VOhN_Dax_TdwkJWsj_!=aLA-gPb-bTd=aR34<<1B8z-Bs
z(XkQUk-;+A<R`wPYkxTKwkMLp=tIykXK{-(^6x2ODJ#sXK@xiw0~fm_o3XsV?(Qm?
z`#o>fl5H~P&UGKlWp^&{#EY>u1s+A_P&*TR=2T0>>-uQCwUaFm0UyBg;j+F7E^8*i
zWp&i!Ye*HbNS^AYcYU*aj4DmGJN21U1hGh=^3wYRNSqvhIYN@V6ONn}131P@zb=4d
z{a|W$!WjW9pXjB}3gC3v?ui#q5<apEUE=OrgDTfmk~_#CROur%;!9ki0+fzJdqilD
zxLo`WaTA$B9;cQ_FwN61urzzGv`{uyhUJv}Hu=94w<>8amGdgsaZ2tEU>yDUR<)uI
zBwUvue5wuNMx|tZTb-ziAUxrh#RuV$UptDl#Il^LWA6NwVOdRht_)iX`nNGIzB(@u
zsdKK8KdwwLSEZm#NJqaUDF@`LU*$2A>OW;bpO66&WW8S!XEx-|U#HgLY%v)$IaF*H
ziS6Pugp)W*Mv`}s7bG`I&d^D8Km8Unk-b^UNSDftvXcs4;Zsglp5@vRA(|y}i;jp6
zdB><yA-#`NZ?F<65w>tiSWGDDp4rjnTF}!u$JNqdpX(BCBC-86H4gvlRumN-L5D>}
zA<r~_`tEbt=L!Tr|BuG{+fep3YC}5IiC>kFte6ROSZFBnnEavyF~T=Iueu<owm@}t
zeYuv5ao3iCdu~Pb;r~nHX-1KF)on<HV(`w}kYQYu-|Q8f-|Tt4t{&m5@_l<7T82<G
zUi>E%1qIPxws!pqB}K$Y!eT>FyMI~*(w3f1M`xdK7l*(46O>RDR;@%6Q2Zzlg=<%$
z2oTb>62+nffhri^yAldn96q`d#3%Ye8&*Lbi^qwppu8se%2y#B0%Ff<q({m4u^b`_
zx8xF1e0nuX5cenIr8$HKr3i>3l!TwlCUQ_JMma<;Q18qoCZUPKuS^`CN0@=GCXdKa
zr2X_XYIAZ+3vf^Y5$3%_#p9Rri1WbwNIs!Q>G)heQ4Y+S0>UU!`x)?O`9uURFCb{V
zs(?sBY50i(B3+Sjg|tp9F%C~YL&f`&3yBIeTq!P}*laUu^UE4cMa6mfP1U9K^%h%m
zd9}IDrnThf=9}uP8q5_%I%}RLhtDa`&DG^L*V>G=ruv2wU16QYYAeubw7goYQEPN6
zEuY21pC-d%&>9VTeE)zruF2eF(3o>|)fP=&qp^(F)f;Wqx_WD6Lw!?oU43C$fwj2U
zmfxs1Sq(*%xplm?x-_?}xl)_cSYxiQE!137zMePnIDU~hf6V1twPwBEf)^|js|>{%
z-SxAJ+bo@pmf{(?t|q>-AhX1k=XT}g+q5;ab2D`2487CnEX?nBY8!2px`Kh(Hhg4}
zIL!64M7<?LqcdsDrumFQG{HlqvLXgPIXy0Wo2w^5XHU@T5@z<ha%b^njm<L(>ui>8
z!%Syp?~ID}ygd6tWA}i&tGrrgHrtA8?F0EWc@>Ts^Kvr{Gdnu9`1M8NkWu6H<_weG
zpy746V^FLzJL;RNJM(oG`z&o)X?~Zvw6>zUJHs|m*zC|2*14OD=Cx(^6zBEM?kh3d
z>l*d-3v4~Mj!wf>LU|ppGxPXU5NfFDGw05!?C&--&Y9Vz%j=onZEC8`FwV*EZk#=<
zwzg-1hOf)zi%s3m604>xb6$_eG-n>pUMvo~+)S-bZ!%c$jK$)lCPQJ9wYtcvH`F$j
zm@2LL#Wq`&w$NNyqN%LRZ8jG0jnz43bA5AFb&0vOfiEw$6*gB}n@sv<OI}@p{;CHH
zv!K;lv?d+?XfYVfTY6{P4VpPMMY9Hsy3VS`4nCKkr^#rZU(;<Us&AgrZYU~mtRAp-
zS8H8*M~A~*TGovxFA>N6Vz4R0tTkw~THLur9A(I~&#txBx^w1RJFALZxy~k|p)_xv
zwW6e=&^^#mP^{B*JIkx<2Fe%AnPo6Gxf(4QT{H3iCF0njQKv9vfNz_1hWTQJNG<Xx
z7!kvQQ?$AI{n;t4t<RrqOu3fI!fIVbQ(aY)t+7^HW6jqXOKe4j1$Bi+W3jfdL|atA
zR}|Lf<TMydOKQx;7T#8)(>4_sRO+pTb-$V%8K0#WG;1wJEuJ$Zjxlt*G7LovG}es#
z#_HLXCAFC)neGJ{^=-{_oBGV{d40}#<uhhjO#FggzInz>jkTezMytd7hQyhd&yG&3
z)$-=yrD8_KaCa*gD)n5fFKD|sMLG0G^Mbs9^eE8(IQr?I!XNK_R6H~P54su^MNC72
zYfQk)cZ%Z+{^-*YhY<!=n9PvjUE<>ze|WAIEw&M~2qBMRjEwm2Pub9w855+5f09NK
z6@PH*Kp6T-n3(vDc}xA>ZteSFL@WhYdy-34p5wZq1wN)6DxzTEi1?!pNB$(|zdL_J
zzpgmMPlEpF)QJm)fw8|eYd=p~?0-xK_XQD}`&1}sxRv-$nUY_hU#}@M8jVn|`N}3e
zpWE2LYYe${`of~}s@jICypm#rwV?_>*GVK|YbQ~WQkPp$Vy>+zs;cK3tkq36-e~6Y
z43#-Xp0BH{%PVW-tMco4Q;`o?zRaxRc^9wKIqhnl!DUzTM!iFAHnv${sjJoN>}H+A
z?l$(gx;nG$ZF6UK^tpQb`Z{O3Ixf#yrYyZSO9!0*aBGdj+lkX$^Y0NWtaw7uRuS4N
zP89DYPf!)qh{QvO(GM~g*p1Q@nL~D1K0)3hKdbCle$DlB1UFB#9NOx*G45PCOdE?l
zw7>6L9+rVOS&4K`dsz$QA=B}~BEpC=@naQ42!62$nlPakpNupC$XF{8E{juDl&j)8
z?Z1y4&$be36wrpWzJpfcQ^aJ_VJ0>51Y@lYdak1-L<rIaG$>06876GdqiOI&8(~5G
zC|r)0+Xw^F;-_qouMDH`GT^<g6ihXag5-Fhlu+R83PO%I+XxPyEhWY<dOEBaw3-51
zxiTUOnMPS;7yt^~R7RwM&YQ}h=QR8FmJt#Jst%Mxk7^NU6Y<C8gi?^KV~liIo&~{v
z!mH&(B;HU#grh8hregdulgZzdFRvP1mIzCdNj~{nG9Do_)~q8F&}3Y<j?9g+NWv0B
zQK$d82vpFI!&+x%n{Yn`?^#Fc!n6D<A?Gh7!b(WMPu<`p)6pcX_L8Y+TA*Q{<0W%J
z_D%tljlbMLj`#i3OI9E>1?R6Pd6a_}Zy;mv#`R<xnu=c(K)C_X_zl1^4Hs-6O(;(Q
zRou6WI190*8s0}fQ=XvFYu)BHr&Dd`O)fQWHrmy8w^pmx@<zAC?gX66g3l@`?a+*Q
z=_+V>E1Z2Q!S8?Sef1WVS_7ZBbX8nmXG@#C&lQ)YimSbf+8}hwqtuHp4;@Vam7&*b
z3}&;3M69R|u^uXiakvadyUV3fn~W2j7Bz2oo74`S$*4B*W{1J;GHJ9%Cw_pV3WXX!
zDhE1HJ%3*irLqap6^uR+p-;pg66M4&nL{0sOp)xS<LTSjm!zGtDA@sdh5WSQZly}O
zLfN8xhierH`(vXYvaN~^OY;n5<D(l$70MT8|0GQKE0|0{1;UJu$MTJ25=^*$BbgFf
z_*3*1m**EW!koD5znd2o2E<+5NHTbEBN+ovY|BPcgNg!PFl!?@7XNc2sRJvLH-WcV
zg-yzEY(7I3_#WCsf?pTl$M1v(UW}_YlM(paJIQ24AsuE(M4m9er{R{(<Tyn~XWvZs
zOsBnXW@kr<Kw1bYHf{#S(g5Sx&15o2XSRR~mIXj%TgW(&+qH$%DatR)FtB7hMulS4
zn-uALc?)?Sp%T3Bbt)CVy_F0{75J;Iq?57HVNH7EX~3Pws0sMlZ7`0%zCi_}N&y`w
z0P+Y=VyVEGhpGf%8qPdMnL+uCW0VC|2k5rFK}qo8V^lIz4si+s(*go3-k@kaK@eCI
zAOt`r=pK55Dn+%Uyc6)zZDbTqc$10&&G~OqDpZGEZ&KHR%IDvt5>b6%p1*&SN&}Ut
ze*=OBoGqir<7ZD$v~T9$C=(jiP_J{s(r?t;{9Y@LB68SkI<?;!hqI~OT-omlHgPgh
z$6n_5zv=eFmDB=m$fz^&7Nf<k);sNbh+l(AZFZX5)DX=Eozv`cLi`ZoOfe%ubu2Vo
zQeB(7O~<==wX@BxQ}bF!o7!yRoobh>O`|cjX|#HiLri2MKLZjWsT1TITzakA;RIUV
zX>_UWP!H9@Ca|5>x_OOOWB2{gLW#SE&r)PixJ-Vlh}*@@;v~w~lpV?x#bHIaLM7iP
zzZJTl*>aOXMvK@OB&zG3*X8P&KeNpxb{ic=-qF^k*4TN2n&&MhwcTmg2(ixFT_&B`
zVK(7?m#E1Jywk;7cqi0nrx7-#?RJCO;)M0M#RAspOnQq`@5HL_DRqLbO{;ZV96FFG
z%!dQ^u<b^tTdlX)HD--nV{CI8aQF9=A;InDwR*iUE{z?kzoreu@fM&ow>fxIo5^6Z
zyYS)fsjLK}MWeB3EFj5c5bSj5)n>QDqBiK-c(=jqbQoc&nDPS^m!NSu^>(*Y2Rfmd
z0INZ|v(2d1nY3VqOT)ME4&3nrHTgP?$pFs~Qm)COHNuDtZnfDAt%%8?<xOt8T@MP4
zBurT>Oj*0Vr`_JsH_zT7HfuF*i_@)9>$QT_Zj)AR*BLeHHl0~-;M)v(m&Jr7KT_EV
zZM@UK>l_YH?r_6Q2pjn>gIVo_foWh>>UKKxc-D`C)lNG=oO-oM$D3h%S_{|@R%zUJ
zm)7mjxOFZq-t{Auo(+<Cr%B(YcDn_u0i||m%^J1Kq&I0bMvdFd>!pxHW!ydycOKp>
z{1^8H_X+ndcY=F^dzCxrQ?)YNxwVy~uzO751Ds@9xQsg>3cP{fPH}H@2e=P`?=1H^
zcNiRJ2Z#5?NJxArMlxxFjGHdvR&vL=m$=O!eL6SHeaY<rm&00>G-9_(70==6nUV(x
zj+>2XjU)yH6mWR<G|46aJ%Q<LNi=%Or)_1t9DcGwVjIVCyF}b2?i=p!+&S(vNPdIc
z&+YO>R!UZbm2^P&o)$@|Mkpy`#N8rsxA;?{ha5{Ck~B*`rB^XA%z5?!*#>!%{FtIk
zDd#qDccAal6lm3oxf}U<I?P}|D`fue0Y7$%3c+p1sSq?hkYGMNMJavTj#JYSq?~;x
zsaPEO4iyn}UEYEkI&2Cwc`<?fJ@OVcUM94ny)*kddlok0V{cJ5$Z=6`Q##Zn{F;C-
zy-kh518-BQiaI*10(ct&ykEUd#a_nSENr>P;P2k1tcw4Ub?7=l-*{a44mAnhbNQ`)
z1gu8akHTdb05smCq=WGGlN2Wl^g(f{9#s>LI!WcCmdj|To}?6b%}L1J&4RSas5O9G
zdYT%GlTT5pFk4lps1jrsOrMAko}wzi2mr-m)hW<3^)wZS90GD77;)+}R1l|setqd@
zsLcr7fM0%>nu6N!F$6E#prlFh@ewK<SBy{$STcsC$Kj3<N`qVhibW#<gM#q15h@5D
zNM(Y=k*({$q;ruwK+%Y3Bbc)q(K)DH05yUBG%+2AX86j*v<ra&dk8ui%?#9*uLwGg
z76OCg?uR!hf@3b@{BKb3!<~}Gu^jiPh}-Rtg0tLFZZG$!Z+w?z?Jqv~_>iO;e0U?K
zmx2#(1O6TkZ(J>z1FUOB+(zyn+(qs!VBEp2^^IR6=>b;Ow|1MPw^D+*O(Jd+u&m~W
zT+n5~ZVt*pti@VZU#6)ps<BoUmK9c%6jzz7b$Ly-by|I~z97#~QeA2;Y$z<y=}M|A
z@++(*#-iFXTfWK0=V>i@4b{w5bq{t#%@)|%(uswkBJODs{9W<c9izI3E69f(lRvC}
zxRRCx`6ONRx7=_xeJ7V-fszZE7<On~X04hxKuxq5cxY@L4u@OA^9G0B;M-e4=LW$(
zr%0qABSq_j=y0WSs&WT6j=M#ihF%g4LfppFUH#BKMIro5A`=&}%sN1ag@uWi&-DlK
z%(?b<m;WO2z{}QP--cu+3W*&HF*GPiXemxlW+u_sFOY<(LBaz`Of(w8hmsfzt{Z_U
z<>D9$SF$vXPttS(nj3KSE|yl{Q#4#wr8D4mQV1Nu?bx&#bXWr{O=>p8F(CoIqYTYq
zDF+up4C=g0!s`s34K4=`Z4?i-;b@Z9pjo(rq)WlIw~+KiG+X!;f!`zPB=BXHqRnWI
z5GqlAVLmrSSBb%+K|;J>PyGKi0}D~tsNps+@)?%SL*1hw1s-8(DbAGA8DR4bQo027
zT!ws2N*6M7phHhXx8>j<iVndV8O@<yAB<(Q7_2_6pfge5C<}#Cl`!NET&aX1&$|ph
zTS+VN_R|pOFzXaPq@-a9hewoj7V5u@>{}t1ElFY|xQqiqU4o!UyoRGA(fnV?*0+MN
z+gLgjf5y>aKC+c&%SYEJ!V3c}uh;8v^rQ5tE5TZ$)_|oue+AZ<jTWu%>z%Z+HBv6C
z7eR3x;1ZP2DyJ)H#U6!S{!jTTxmi{Zv2B!1^t8xjB8YD!$`LJF9D0rT)Mi*LdfsTl
zOCy+d6~8B7;uhD+q|iY6g|@TOtD9YZRH!|YDf(qpqu_U=m=vsuVo3Z!B$ILt0^ozy
zOcaxQ4ID71;yqE!glprbgla5mo%yG>{0dXTaY;0j=*OF`!uxG{IGRcR4gAN^Or;-X
zyowd94aJTaCha%ycgHYBonX~ftc!$Y;ap*z9C)?T8@E`<lXC7U5%-i&u3;YdIp0(G
zxoJ#6h@9Im;*N0#p(hFSC?9d}`NFfAyZv;#DxfbqP{B-#lna?wpm-Y2aeT^sz>RS4
zaBp%)pikNluCW;^%@@#Z?Q3E3F}X_|Mjho2a|Zx(FNgh74pm4dF>>xn5p-+EeabH8
zUeLe<>eI7BOi`p<xl+Wv$GyP)g}aG!b46SV$0{!<Ur|1+TnTdK!Yl4oj6!&O;9nn&
zJ_va<ybHX#PW<c}vVV`3{(Ch0YxK~S%9&r|uSC<M=xh3r<O=jvE<{}eJp?ZWe;yin
z1^y~uApSl2mv!YeJ&6Lh5p!P)rFDaFd`G!hnW-32;IO5v)z`9yS<B(qw=t5jfM3@L
zm$hkvqb;Hji7>OB(crA@Otf#oc4iF;P4oL=-=Q6hiQ$E+I8OASh?&d$gB_B+EuSWT
zRH0IARD7eH&fUiZ(GSoxb%d%VUm;V)XT)YSBzn+0M%7Pxsyq_BRmIexRe|PGnh8bh
zMHLf_U(00TaYHOKfiQR|Y|CWI(8@r%^wT8Af;B>+BVs)yUZ`SX@pCFDkgsMy+5FR}
zuqos+tB1hNYGxX`J<vIy%wRaYU(LKnM0>>eujxz{x-CGzIGq`TN76w`ikitFJ(LIG
z%yh<pZVe~~you=dh;WmNiNwd!m=JVJ0P{l{qb8P_hVY_^OftGTpy=s|%r}H5W(hu#
z3Nls%`nmXtOs&|p7<Z;JiRdQ0K9!j!o<4}jq%yH+Io78#7O98mro(d5kS7^RcPL&3
zbAT57QYrAtSVksv$P@5|SVlp!J#<(>8d|@U)}e)$kyXSohM3x3|JjIJ7Wq4nIi2mU
zj=r9SKmQ-_{UweuiRtz}I!q5e$9oA(99o1WiOe*5?mXC_1z2e!lYj<sPa>0dd3TeD
z7UTC5nF6|hKCCx@E;9*6z63WWF~!&DVY0xqU%H$r6aHgk6pg@;;S@%Nmf_<mjLF{v
z|K=&8cuenOg!4j)fzw64<Ri>^G1};pzs|I9=ngz*gs~wn{_6-+N+c^_L3fs^@WoX!
zEehWgpD`6;BAE+=lSmaHV!twwz9N2PJ^}EA^)xGhU-$_e#jzg|$x0H_L4Nq73LhEG
zJ~w7UqouT=(N<J$EzGl)losjJkVJ$GYF6xj4HlVKt0^q5Yb?tt%q`2)6d8oL5_88z
z(0v~V@vm^HA+SmQYa!xbLe2h~bvT<Xf+zp~PtpB9aEh+ks>rv?#;*H3S4g7KBG{*R
zh$~j!qqwA4A|HWcYbmm2(o@pw*}d#cmS*hqQ}krXT@owxA(c&TA|r@FB3XPu90M65
zdmkHxTf5lxQflT49DT=_kijf(RX30I-E6ij;jz6t^et1PJP8)>>)i&tyPIui4By{s
zwrxoAU{w#hRT@kdriX7^-_>gJM)vafQV*LTO{q%TWbVGFv&QIM0<ar;*)S$1=*!5o
zC6WKci+fotoznQ%V|DLsX&B`3xmQ^pSNDOo_y?=cXg}{0dlK~Culfx5jXuyeZSJ_8
zjjvo>g>&YCwwUz4SEb!sGqqLgozl<asD98UN&g^;xi|Z@8jb(_C0^3cj%T>k`6x6?
zf$-LTP#5vaxMz|+iTT@L2HtlF)b-A1vl%}BeNC}?Y7l;UKD#ZL?<_1Rp0VERiBBIr
z@2Tx&Gx3%MY@0M>W!Lh^gT$w;Y5p^rc<Mq>Y<%D!w$ht#K3X%;yKf<nw=aZY$}eu<
z#*U|~__>8FX2g!YT||R)3%+51?PoOi&o<>pUs{S!53t*0F*ltkO^<zfmM1>RdvcKh
zKfQ=`OD7(-zclINxWU#$|G7-uG6;GSUwfG0KTnX=BzVukgzX;$J&8opfc}`_U3_*B
z^o&20xF~KnzYq^CX8UD?X4i-0{2P>>gjjs~JZr#)C2YGa`N_YHG2Qk25>LF!e>M}J
z1gKQi^34b8n&gwMG2ZP%JRTYnCiGz3QFhVcx|(Rb<b9Z}b3>po?e=2(<gfKN4=-iO
zAgfxmOvEizexY<IgA`9IoC-$%puAB|$R34PiNVtS(mB!)_DOa+^DVOh-rBuS-$Ca}
zK9j7M6jR?)_fs|GcjQj8l~npl*RanM_|a`_HE!9)R^Z@mY$<+vE8B?OTiH6c(n<^a
z2N4LjJi}(=>$kEjK5!S%ExZfpV($XFSGTZrcwh?%NZSI4k<EZuu$gUV9n<{0a6}>I
zF@bk88^N|r^}{R(PkS6-m+oZ8v)4`W!}LJ+6u`FL$%f)@H?h<4-J3vs*(MPG-9`}q
z@J0~dx)H?7HUexI3-<9p+m|^EypLe8PlDMS@IxEe>1@5$k4;ASi-!TbWdqCMAJzl!
z!|Op_%zAbuUVjIBJLc|SR}61wNmW*~==y&b%M9b7pQfisw!%DqMCFiol99w>B1L>q
ztin^zva$I3ee8NBGi_UJF8l6FxaB>zKP2|vwfAO*{}}FxZ}`cv)dYSnQJRL=9A#%n
zXTEYmbVrok6JPH?JdH2B20@qfL)&>HZkFS!*Vtxe${gpix*rlg!IzG(Wek6$>igo0
z)7InbkAUZ?4mMY)-&@jwM_vWbv;2K^dX>r{^(0jJBe?5Twmn#W;UD|PhCY3tC%$qt
zvV@b=`0y*Nn=#6^Pq#gAb_i=;VVk9szxeXHx{3?oHRXX=4tj+hFH?6vd}`XZM4czH
z%zu~~_Z?<i7{kf#Ae)Qah4&r;%}LKU(8j#Ndprp?ymvnMe8nLc$9VeYl-R$-Z^hj&
zvs=dopB{fS;>a^~EyYs*iSA?qpL?E7#|1C53GCvB)uNqW$!e_rSpM=QaQXNpq4Tu6
zmUrQZmmr6PJiB&M6x()juuwQ)ZNzUKWT(m$2k(jtF3xp$5(@Ch0I1D42x=pLysJB9
z6Soyt9$>dJCii3K%2prv8~*%77-3pd&ApR%<$PF^>ksCmFS22>#23y+@gtJep2!^k
zVQZ{=k!_KV*SvTl_RLxPV7C9XHGcdB$dP=7i7cM9dyXezS|GL+F9^@8?%5W@LzAm;
z=JSvwjnijmmQL89Y@OndY2tZ^=}EKl%{3V<o|?&ln0|CW8&)6Ry5oNB%~jDt6^SRm
z5pj2OIm$C|1Yn}#lw!3aTmHFxi@Zqoo$Mi5i;R=LAnlbVv&Y%n*-6Y7%r>TmA!r}n
zPDe;ykqk*PsrM-_RYVFM)dM76ktMCdld`0x_*09t5^uA>U4?K*2zR^9aMx~zyD+$8
zdi-(1Av_W$%_d}-J-BUzt-=#VAlMGQ%U0sW@4}s0xI1?S?$(}RE16k8GwlqQX3J%n
zv&v`sAz=s~jgV&JDQ8#)KX4kzn@$6xLb!YO6x?;6Vr@9$6vW}7lMsjVg-gmw2=3GG
zuw{7FJ8+l#4v?HY!M5Z66Kop}J;B<s?>Kuy_Ww@7Z8-}CSKGbxWP#bE9qfmKtH-O8
zq&YI_3yR0MF~Ji(3G<-f^7ulcbOxg>-=AJUpPGVW-(#m@TcWg8I`y7olN%mS_^h=T
zs;(Y-aA~4+;*xjela|a1s_B8MtH&!7q~jUI^DCDJ=dHVl?O%WkPn4vTWxX|f>tL5q
zb@h1s7i^A9b71|J{Gwxho`g<_S*VSlvon~Cg}Qrkf`T8z8$JVviX+kL%xwmH>s+Y1
zdOY(pHjzm?_0{l{_82W5xd=&N+~Nmj#|%Ds31?pfJqB_{dx_<SuLoxd<yMcs`IOCJ
zg4J)$34iCsHXQLOl-qIXhX!M0O9wphGe(nwJwcj@cV2*U3)RoW|M|wHt*|%vG6=9<
z0FC3nJ#~HDzg~R;@BIWcl97Y`)c!>>9P^1#XvZDN5?}o51^nlaAsJ-c9{O%hYV=*6
z1ZN;Bbss|kOm+Y3&z7%O7kT0x{(}3bkD%aYzT5X{9yz7B)gCCgDIY<w#QkG<o#yjb
z-8HTL7=80YNCwI$`@ajhD?1(k@B!!xdad*Ju$yQ67hd`S6n5>asjCWnb6fE{=b^C6
z?>^izX4jriJ@MBC3hk`(5Ta8vs;4w4?yJMc-iMS*&p4YVZP`8<55CWqaam7`&Qx2F
zzr9bSVAnlJYJ(^$q<kAgp_0l;#ih}z0Pu?n!jrH_2!9^SQo%vuL;E_l(d-PIks{qH
zwY>a<yz+y?`K=2f{Ph^6fNvz_9av{r7qY2lfe`+B{BSZjN913&oJ*N-f5-m;Oo$^U

diff --git a/util/gzipstream.py b/util/gzipstream.py
index 8f5aa9f6d..eb4139833 100644
--- a/util/gzipstream.py
+++ b/util/gzipstream.py
@@ -9,6 +9,8 @@ import zlib
 # http://stackoverflow.com/questions/3122145/zlib-error-error-3-while-decompressing-incorrect-header-check/22310760#22310760
 ZLIB_GZIP_WINDOW = zlib.MAX_WBITS | 32
 
+CHUNK_SIZE = 5 * 1024 * 1024
+
 class SizeInfo(object):
   def __init__(self):
     self.size = 0
@@ -23,6 +25,11 @@ def calculate_size_handler():
   decompressor = zlib.decompressobj(ZLIB_GZIP_WINDOW)
 
   def fn(buf):
-    size_info.size += len(decompressor.decompress(buf))
+    # Note: We set a maximum CHUNK_SIZE to prevent the decompress from taking too much
+    # memory. As a result, we have to loop until the unconsumed tail is empty.
+    current_data = buf
+    while len(current_data) > 0:
+      size_info.size += len(decompressor.decompress(current_data, CHUNK_SIZE))
+      current_data = decompressor.unconsumed_tail
 
   return size_info, fn
diff --git a/tools/uncompressedsize.py b/util/uncompressedsize.py
similarity index 84%
rename from tools/uncompressedsize.py
rename to util/uncompressedsize.py
index 53bb74126..7cfa86e2a 100644
--- a/tools/uncompressedsize.py
+++ b/util/uncompressedsize.py
@@ -1,5 +1,6 @@
 import logging
 import zlib
+import sys
 
 from data import model
 from data.database import ImageStorage
@@ -15,6 +16,15 @@ CHUNK_SIZE = 5 * 1024 * 1024
 
 
 def backfill_sizes_from_data():
+  logger.setLevel(logging.DEBUG)
+  logger.debug('Starting uncompressed image size backfill')
+  
+  formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
+  
+  ch = logging.StreamHandler(sys.stdout)
+  ch.setFormatter(formatter)
+  logger.addHandler(ch)
+
   while True:
     # Load the record from the DB.
     batch_ids = list(ImageStorage
@@ -47,7 +57,9 @@ def backfill_sizes_from_data():
             if len(current_data) == 0:
               break
 
-            uncompressed_size += len(decompressor.decompress(current_data))
+            while current_data:
+              uncompressed_size += len(decompressor.decompress(current_data, CHUNK_SIZE))
+              current_data = decompressor.unconsumed_tail
 
         # Write the size to the image storage. We do so under a transaction AFTER checking to
         # make sure the image storage still exists and has not changed.