CAS Clustering for High Availability 20100310 12.04.30PM
X
Clustering CAS for High Availability
Overview
HA is all about risk
Mitigating the risk
Why Cluster CAS?
Before Clustering CAS
A Single CAS Server
Before Clustering CAS
Before Clustering CAS
CAS Failover with Heartbeat
Heartbeat http://www.linux-ha.org
CAS failover with Heartbeat
CAS failover with Heartbeat
CAS failover with Heartbeat
Pros & Cons of Failover
Load balancing to the rescue?
Load balancing to the rescue?
Load balancing to the rescue?
Load balancing to the rescue?
Shared Ticket Registry
Shared Ticket Registry
JBOSS Cache http://jboss.org/jbosscache
JBOSS Cache
Memcached http://memcached.org
Memcached
Memcached with Repcache
JPA Ticket Registry
Memcached with Repcache
JPA Ticket Registry
JdbcLockingStrategy
Which one should I use?
Load Balancing
Software Load Balancing
Software Load Balancing
Hardware vs. Software LB
N-to-N Cluster
N-to-N Cluster
Tomcat Sessions
CAS at USF
USF CAS Cluster (v1)
USF CAS Cluster (v1)
Problems with version1
USF CAS Cluster (v2)
Future Additions
Questions?
00:00
/
00:00
CC
Eric
Pierce,
University
of
South
Florida
High
Availability
Basics
Before
Clustering
CAS
Failover
with
Heartbeat
Ticket
Registry
Load
Balancing
CAS
at
USF
Make
a
list
of
possible
Single-Points-of-Failure
Single
connections
to
ANYTHING
(Power,
Network,
etc)
Not
just
your
servers
–
think
about
the
datacenter
Try
to
quantify
for
management
How
likely
is
this
failure?
If
it
happens,
how
long
will
it
take
to
fix?
How
much
will
we
lose
while
it
is
down?
Don’t
forget
the
human
element!
Make
a
list
of
possible
solutions
There
are
multiple
ways
to
combat
most
SPoFs
Assign
a
relative
cost
score
to
each
The
scoring
system
depends
on
your
resources
Some
things
are
easy
to
implement,
but
expensive
Cheaper
solutions
are
(usually)
more
time-consuming
Work
with
management
What
risks
are
they
willing
to
accept?
CAS
is
the
central
hub
to
all
your
web
applications
Without
CAS,
no
one
can
use
any
applications
A
single
machine
is
not
enough
CAS
Architecture
Authentication
Service
Management
and
Auditing
Authentication
Source
Active
Directory
Multiple
Domain
Controllers
LDAP
replication
Multi-Master
replication
Kerberos
JAAS
can
query
multiple
KDCs
Database
Replication
abilities
product-specific
Service
Management
Storage
Options
Database
LDAP
Service
Registry
is
reloaded
on
all
cluster
nodes
on
a
regular
basis
(since
3.3.4)
Auditing
&
Statistics
Storage
Options
Database
Local
File
Both
are
optional,
but
recommended
for
production
Heartbeat
Failover
versus
Load
Balancing
Part
of
the
Linux-HA
Project
Runs
on
most
Unix-based
Operating
Systems
Provides
communication
layer
between
cluster
nodes
Sends
regular
‘heartbeat’
between
nodes
to
test
health
Cluster
Resource
Manager
handles
starting/stopping
resources
CRM
from
Heartbeat
has
spun-off
to
a
separate
project:
Pacemaker
-
http://clusterlabs.org
Very
easy
to
configure
Linux
distros
include
all
you
need
GUI
and
CLI
clients
for
setup
&
management
No
changes
to
CAS
configuration
required
User
Experience
All
TGTs
&
STs
are
lost
on
failover
Users
must
re-authenticate
after
failover
Wasted
Resources
If
both
servers
are
up,
one
is
totally
idle
Resource
Usage
improves
Both
servers
are
now
utilized
100%
of
the
time
Hardware
SSL
on
the
LB
might
improve
performance
User
Experience
is
worse
Half
(on
average)
of
all
ticket
verifications
fail
The
TicketRegistry
is
not
shared
between
servers
Resource
Usage
improves
Both
servers
are
now
utilized
100%
of
the
time
Hardware
SSL
on
the
LB
might
improve
performance
User
Experience
is
worse
Half
(on
average)
of
all
ticket
verifications
fail
The
TicketRegistry
is
not
shared
between
servers
JBOSS
Cache
Memcached
Java
Persistence
API
Clustered
cache
service
Distributes
cache
changes
using
JGroups
Cache
storage
is
not
persistent
in
default
config
JDBC
and
flat-file
storage
available
for
persistence
Details
on
setting
up
JBossCacheTicketRegistry
are
available
at
the
Jasig
Wiki:
http://www.ja-sig.org/wiki/display/CASUM/Clustering+CAS
JBOSS
Cache
JBOSS
Cache
JBOSS
TicketRegistry
Create
Ticket
Create
Ticket
Read
Ticket
Ticket
Ticket
Read
Ticket
JBOSS
Cache
Ticket
Create
Ticket
Read
Ticket
Distributed
caching
system
Hashing
algorithm
selects
which
node
to
store
data
on
Cache
is
stored
in
memory
Cache
storage
is
not
persistent
Oldest
objects
are
removed
when
cache
is
filled
Simple,
lightweight
and
fast
Repcached
patch
adds
2-server
data
replication
http://repcached.lab.klab.org/
Project
stagnate?
Memcached
TicketRegistry
Memcached
Ticket
Foo
Memcached
Ticket
Bar
Ticket
Baz
Hash
Results
Server
2
Server
1
Baz
=
Server
2
Bar
=
Server
2
Foo
=
Server
1
Set
Set
Memcached
TicketRegistry
Memcached
Ticket
Foo
Memcached
Ticket
Bar
Ticket
Baz
Hash
Results
Server
2
Server
1
Baz
=
Server
2
Bar
=
Server
2
Foo
=
Server
1
Set
Set
Repcache
Ticket
Foo
Ticket
Bar
Ticket
Baz
Foo
=
Server
1
Bar
=
Server
1
Baz
=
Server
1
Tickets
are
stored
in
a
database
Storage
is
persistent
Database
HA
is
a
necessity!
Performance
is
can
be
very
good
Dependant
on
the
speed
of
the
db
configuration
Registry
Cleaning
Deadlocks
have
been
an
issue
with
the
default
cleaner
CAS
3.4
introduces
LockingStrategy
Memcached
TicketRegistry
Memcached
Ticket
Foo
Memcached
Ticket
Bar
Ticket
Baz
Hash
Results
Server
2
Server
1
Baz
=
Server
2
Bar
=
Server
2
Foo
=
Server
1
Set
Set
Repcache
Ticket
Foo
Ticket
Bar
Ticket
Baz
Foo
=
Server
1
Bar
=
Server
1
Baz
=
Server
1
Tickets
are
stored
in
a
database
Storage
is
persistent
Database
HA
is
a
necessity!
Performance
is
can
be
very
good
Dependant
on
the
speed
of
the
db
configuration
Registry
Cleaning
Deadlocks
have
been
an
issue
with
the
default
cleaner
CAS
3.4
introduces
LockingStrategy
Cleaner
attempts
to
ensure
exclusive
access
to
the
DB
before
removing
any
expired
tickets
Uses
a
database
table
to
hold
lock
state
Only
one
node
can
clean
the
registry
at
a
time
Lock
can
be
set
by
any
node
after
expiration
time
JBoss
Cache
Very
flexible
but
complicated
Good
option
for
clusters
>2
nodes
Memcached
Easiest
option
for
a
2-node
cluster
Status
of
repcache
project
is
a
concern
JPA
Best
data
integrity/reliability
Obvious
choice
if
you
already
have
an
HA
database
Best
choice
for
very
long
ticket
lifetimes
(Remember
me)
Needs
CAS
3.3.4
or
newer
(3.4
would
be
best)
Load
Balancing
with
Free
software
Hardware
vs.
Software
Load
Balancing
N-to-N
Cluster
Combination
of
Apache
modules
mod_proxy_ajp
mod_proxy_balancer
Simple
to
configure:
ProxyPass
/cas
balancer://mycluster
<Proxy
balancer://mycluster>
BalancerMember
ajp://server1:8009/cas
BalancerMember
ajp://server2:8009/cas
</Proxy>
Hardware
High
Performance
SSL
off-load
Can
be
expensive
Need
multiple
devices
for
HA
Software
Free
(as
in
Speech
&
Beer)
Very
configurable
CAS
Clustering
wiki
page
recommends
session
replication
You
don’t
need
it
Adds
complexity
Session
is
only
used
for
storing
the
webflow
state
Change
WEB-INF/cas-servlet.xml:
<flow:executor
id="flowExecutor"
registry-ref="flowRegistry"
repository-type="client">
In
service
Feb.
2008
–
Oct.
2009
Failover
Cluster
using
Heartbeat
Default
(non-shared)
Ticket
Registry
Apache/Tomcat
shared
by
CAS
and
Shibboleth
IdP
Service
Registry
&
Auditing
use
MySQL
Master-Master
Replication
Location
Servers
were
in
the
same
(poorly
outfitted)
server
room
Performance
During
high-load,
CAS
&
Shibboleth
were
a
bit
slow
User
Experience
All
tickets
were
lost
on
failover,
forcing
users
to
login
again
In
production
since
Oct.
2009
4-node
N-to-N
Cluster
using
Heartbeat/Pacemaker
Geographically
separated
(~1KM
apart)
Memcached
Ticket
Registry
(Repcache)
CAS,
Shibboleth
and
other
webapps
have
‘dedicated’
machines
Service
Registry
&
Auditing
on
dedicated
hardware
Hardware
Load
Balancing
Off-campus
Disaster-Recovery
site
Currently
in
Tallahassee
Moving
it
farther
North
Persistent
Ticket
Storage
‘Remember
Me’
function
is
highly
requested
JPA
or
JBOSS
Cache
with
persistent
storage
Eric
Pierce
epierce@usf.edu
but
.
.
it
is
.
.
I
know
you
sell
.
Uribe
who
.
he's
far
from
there
.
he's
done
.
.
.
tears
and
the
idea
really
are
.
how
it'll
all
the
cast
of
those
that
don't
work
for
the
union
is
my
home
.
various
other
provision
you
again
in
space
stuff
.
Palm
.
for
Hoover
.
they
finally
come
.
do
you
think
about
before
even
attempt
to
foster
closer
that
it
is
here
to
do
some
stuff
that
needs
to
be
done
.
um
.
before
you
can
think
about
that
.
.
still
overweight
party
.
we
do
everything
alone
.
Uribe
pretty
available
which
is
free
software
.
of
the
various
different
outfit
every
street
available
for
fast
.
Bozell
between
ten
and
the
way
we
have
.
can
you
separate
now
.
and
historically
.
Howard
said
.
um
.
Asia
is
all
about
risk
.
this
person
you
do
.
when
you
decided
you
need
to
make
anything
available
.
his
figure
out
every
possible
way
to
fail
.
and
um
.
he
pretty
.
.
he
really
set
down
and
think
about
it
it's
not
just
bought
as
does
the
departure
is
going
to
fail
.
what
happened
in
this
week's
it
is
connected
to
this
failed
over
the
network
points
on
power
.
he
really
settled
with
it
and
figure
out
what
the
likelihood
of
failure
is
and
how
long
and
how
extensive
is
it
to
six
.
and
Tom
.
I
guess
how
much
will
we
lose
well
it's
down
but
in
a
educational
sense
of
how
much
of
instructional
time
and
.
it
was
.
for
this
can
be
home
loss
to
think
that
.
and
don't
forget
about
all
people
.
the
killing
has
to
come
.
this
is
actually
something
done
.
I'm
guilty
of
the
USS
time
.
you
and
he
had
the
least
one
back
to
if
not
more
for
everything
he
did
.
com
.
B
.
the
worst
thing
to
happen
is
all
systems
are
running
.
period
.
so
he
leaves
and
some
some
minor
thing
happens
.
and
nobody
can
be
out
of
the
problem
is
because
they
never
touched
that
system
.
so
you
really
want
to
get
a
rotation
set
where
he
got
more
people
doing
everything
building
that's
looking
at
different
times
failures
.
well
what
did
all
the
different
opposition
forces
.
everything
that
they
knew
me
to
do
.
and
on
and
giving
cases
.
and
.
the
way
you
made
it
all
at
risk
.
he
is
calm
.
make
a
list
of
all
me
.
we
fixed
that
the
failures
.
and
some
doctors
and
the
Lily
Spence
a
game
time
.
indoor
money
.
Palm
.
so
he
dissed
down
with
management
and
figure
out
.
few
things
we
can
fix
.
this
is
what
we
can
do
.
in
the
next
six
months
to
fix
this
stuff
and
it
doesn't
cost
any
money
for
a
little
slow
.
this
is
the
stuff
that
we
can
fix
but
it's
been
a
top
modeling
.
and
this
is
the
stuff
that
time
we
don't
know
how
to
fix
them
will
have
hire
somebody
to
figure
out
how
to
move
on
to
work
.
King
.
do
the
stuff
in
on
Wednesday
.
managements
can
do
.
all
that
when
a
student
friends
of
Tom
.
Brocade
India
Senator
gravel
team
.
all
are
here
trying
to
get
into
.
completely
outside
the
system
.
they
may
know
.
the
twenty
four
.
so
we
need
to
make
sure
they
know
the
risks
of
that
.
and
they're
willing
to
accept
it
.
that's
the
.
overview
.
the
stock
even
think
about
when
you
knew
him
.
each
day
.
but
catching
particular
.
Palm
.
if
you
run
it
all
and
know
that
the
more
you
use
it
the
more
important
he
comes
from
.
you
feel
like
he
sees
you
for
your
guests
up
for
you
or
older
.
some
relatively
small
effort
in
trying
out
new
stand
in
.
people
start
watching
on
to
polio
in
using
signed
on
time
.
everybody
only
was
it
wants
to
begin
everything
.
but
every
service
the
add
on
.
makes
cast
that
much
more
important
.
and
that
.
there
is
that
many
more
people
who
are
affected
.
getting
to
them
.
and
you
feel
like
he
says
.
Serwer
She's
not
enough
not
from
the
performance
standards
and
because
of
calf
performed
really
well
.
it's
from
a
time
perspective
.
you're
going
to
have
partners
.
so
we
need
more
machines
that
you
can
take
a
machine
down
the
Congress'
place
.
our
clients
or
replace
whatever
time
.
the
new
team
.
for
a
lot
of
money
out
and
by
machine
that
you
can
replace
everything
online
.
but
there's
always
going
to
be
something
to
me
she
needs
for
you
to
be
recruited
for
the
last
upgrade
whatever
.
so
I'm
all
for
machines
give
you
flexibility
.
.
you
know
it's
tough
even
tougher
.
were
you
asked
or
tax
time
.
this
is
a
really
.
high
level
.
you
know
often
in
these
managers
are
going
to
an
outside
source
.
and
your
audience
are
going
to
be
talking
often
forces
.
we
know
.
you
went
.
external
clients
connect
.
so
those
are
the
places
that
he
needs
to
calm
her
.
as
far
as
I
know
in
those
parts
that
you
would
notice
.
reading
where
it
interacts
.
and
with
medication
.
well
the
sources
that
cast
.
text
you
can
a
comedian
.
home
directory
and
tell
that
are
really
the
same
opposition
.
pretty
much
time
.
it's
standard
practice
helpful
to
many
controllers
and
eighty
sites
though
.
that's
usually
not
an
issue
.
com
and
tell
that
.
Morton
After
a
petition
was
really
easy
to
sell
them
on
.
a
specially
in
common
.
some
commercial
tell
that
you
can
have
.
he
wrote
as
always
quite
so
calm
and
do
you
remember
that
the
issue
.
but
if
you
go
down
obviously
you
still
have
water
.
Castillo
all
day
but
if
there's
nothing
except
some
Africans
are
still
not
able
to
use
the
service
.
com
.
and
with
love
her
breasts
.
it's
a
way
to
handle
all
.
on
domain
controllers
and
April
.
Donna
let's
try
one
can
turn
on
.
Millwood
with
his
back
and
that's
completely
up
here
in
advance
but
there
is
.
don't
we
stay
in
the
last
four
or
go
home
for
Poland
.
what
are
some
people
do
things
.
that
was
just
one
view
of
the
peninsula
.
armed
with
services
management
and
.
on
poverty
.
storage
options
are
on
similar
.
with
Denise
and
a
lap
stories
for
her
services
from
.
but
as
we
replicate
and
obviously
you
saw
him
since
.
the
person
.
four
.
Palm
Desert
is
management
.
or
this
or
is
this
database
is
Reloaded
.
I
think
by
phone
every
two
minutes
.
com
.
so
all
in
Boston
as
the
No
.
OK
did
you
sir
.
some
of
the
new
service
end
.
I'll
allow
access
to
that
time
.
before
that
he
was
only
on
that
particular
note
of
that
.
on
the
services
and
to
be
new
to
reload
the
events
.
com
.
and
when
the
party
and
statistics
of
the
inspectors
back
in
time
.
he
writes
that
it
is
for
local
file
on
.
obviously
both
of
those
are
optional
.
but
the
especially
with
those
on
again
and
Statistics
found
that
something
you
really
.
production
you
really
need
and
the
key
.
don't
get
on
and
off
.
putting
information
to
tell
you
what
.
with
the
ball
long
.
I
.
he
said
.
Hillary
party
.
wrong
.
if
you've
never
heard
of
it
.
open
Source
package
of
Britain
who
really
liked
but
it
runs
on
the
most
anything
.
Palm
Beach
.
he
monitors
all
the
genes
in
the
cluster
.
and
get
a
communication
wire
.
so
the
scene
they
can
.
second
the
help
of
Jeannie
and
.
it
gives
the
utility
takeover
.
D
virtual
IP
between
be
that
difficult
.
the
students
.
Tom
.
Sims
a
party
that
we
all
noticed
any
teen
use
of
IDs
for
Syria
with
connections
when
the
Kings
.
sir
.
if
they're
located
close
by
.
can
you
see
over
on
hand
.
no
way
that
no
network
.
com
.
the
possibility
of
a
network
failure
.
the
union
problems
.
com
.
along
with
the
party
.
there's
a
cluster
resource
managers
.
it
included
with
the
party
.
up
to
present
to
Tom
.
and
they're
still
all
rudimentary
CRM
concluded
with
the
car
for
a
package
that
they
recommend
switching
peacemaker
.
um
what
this
year
and
US
U
.
it
kills
all
of
starting
and
stopping
of
the
service
and
so
if
you're
running
on
.
yes
and
actually
it'll
make
sure
.
yes
.
home
grown
on
the
system
is
not
running
.
it
starts
it
to
sex
.
the
health
of
thousands
who
runs
a
periodic
own
cells
for
that
.
the
Jackson
Hole
.
Hmmm
.
the
way
we
use
the
party
that
you
guys
do
.
it's
all
there
.
and
the
standard
that
we
all
know
.
some
special
consideration
to
capture
so
it
didn't
even
know
that
it's
been
a
hell
of
a
cluster
bomb
.
the
cluster
of
her
twenty
eight
.
all
quiet
actually
connected
.
com
.
we
were
one
term
though
running
on
its
server
.
.
no
dice
.
on
the
second
scene
.
recognizes
that
day
.
do
you
see
one
down
.
the
versa
when
he
moved
over
to
the
scene
too
.
all
clients
are
connecting
to
the
virtual
machine
.
Firfer
What
be
so
.
and
they
really
don't
notice
of
their
business
.
Palm
.
the
one
they
will
lose
his
that
.
all
of
the
time
to
train
tickets
for
all
your
years
service
tickets
and
everything
are
lost
because
the
search
for
the
senior
industry
.
his
only
on
his
team
won
.
it
seems
here
that
comes
up
that's
from
him
.
com
.
so
.
users
up
to
reopen
again
.
as
soon
as
they
look
for
.
.
a
wall
.
on
one
don't
see
later
this
was
just
relief
ailing
father
.
because
our
regional
center
.
we
really
didn't
need
one
down
to
because
the
performance
and
cast
is
good
enough
.
day
time
we
had
a
single
machine
.
everything
worked
well
.
we
just
needed
.
on
the
back
of
having
a
sale
over
.
.
he's
really
easy
to
setup
menu
included
in
all
major
one
instance
for
asylum
.
and
they're
doing
isn't
all
that
history
is
for
sending
enough
.
you
can
get
.
Parkin
coaster
up
and
going
.
the
fifteen
minutes
.
it's
really
calm
very
simple
.
and
you
don't
have
to
change
the
contrast
.
so
.
the
problems
as
a
Serbia
.
today
begins
a
search
tickets
or
a
loss
.
and
I
did
vote
which
interrupted
the
second
year
team
is
completely
high
and
so
you're
wasting
your
resources
that
come
back
and
configuration
.
so
.
whatever
.
today
we
got
a
text
reports
on
one
bounce
or
were
condoned
by
the
announcers
to
stick
it
in
front
and
that
fixes
it
.
um
.
that
way
.
coming
next
in
the
local
announcers
.
it's
an
over
to
either
machine
distributor
.
on
the
road
when
the
league
.
so
.
you're
up
.
you
guys
.
new
resource
issues
anymore
everything
is
good
news
sometimes
.
any
good
.
yes
itself
to
get
cool
announcer
.
and
.
this
isn't
a
warmup
events
.
balanced
performance
there
but
it
would
on
how
not
so
on
.
what
happened
to
your
home
.
he
could
hear
the
case
interesting
because
when
you
get
you
coming
.
the
next
two
to
one
.
the
jurors
are
thinking
.
in
the
morning
.
three
.
then
when
the
connection
might
go
to
you
.
you
can
verify
to
get
that
doesn't
insist
on
Tuesday
.
so
I'm
out
of
the
media
all
connections
fail
.
usually
not
happy
.
so
.
and
they
did
cheer
together
industry
.
on
this
.
well
there's
a
lease
three
.
freedom
then
and
it's
awful
.
but
time
.
he
cheered
even
registry
.
basically
I'm
a
single
street
in
both
servers
or
even
more
and
more
than
two
servers
.
two
ten
.
Siena
.
I
see
over
popcorn
for
all
of
those
sitting
in
coming
elections
.
it
doesn't
matter
because
his
team
one
or
two
.
he
is
allowing
all
tickets
.
Tom
in
the
way
he
does
instructions
on
and
said
he
never
did
was
catch
on
.
and
if
you're
the
only
instructions
did
it
all
works
.
and
she
was
cast
is
pretty
complex
the
bomb
hit
.
the
cluster
cash
home
.
all
the
changes
history
to
be
higher
.
clusters
so
you
have
twenty
knows
.
it
will
distribute
all
.
but
in
the
fall
in
the
race
and
if
not
persistent
.
everything
is
in
memory
.
so
if
all
of
you
know
it's
going
down
for
whatever
reason
.
you
lose
all
that
the
couch
.
you
can
swap
that
out
for
.
JVC
were
flat
files
for
each
time
.
but
the
default
configuration
in
the
configuration
that
in
which
he
is
remembered
it
.
.
yes
he
did
he
get
any
notes
that
diamond
ring
that
will
foster
them
.
I
do
.
the
unearned
.
all
the
instructions
are
there
.
no
way
to
boss
works
.
you
write
a
good
one
.
cash
server
.
they
immediately
broke
it's
all
the
other
cancers
.
so
your
next
request
.
when
you
read
.
you
can
go
to
any
of
them
.
and
I
think
you
is
one
of
the
matter
is
for
it
.
I
.
D
.
the
next
person
to
manage
cash
which
is
what
we
actually
is
right
now
.
yes
.
Palm
.
he
was
originally
designed
.
I
want
Journal
.
the
second
front
in
their
home
ice
pollsters
.
in
his
cap
so
.
he
writes
would
go
to
database
.
but
then
offered
to
loan
memory
in
intensity
.
and
down
.
he
reads
After
that
would
try
to
catch
first
down
catch
and
when
will
it
do
to
get
to
the
top
of
my
school
system
.
Tom
.
you
don't
rule
it
yourself
which
note
.
to
store
the
day
on
which
ones
to
read
from
the
consulate
.
it
always
looks
at
the
same
machine
.
when
it
tries
to
grab
the
kids
today
.
Tom
.
it's
not
persistent
.
everything's
a
memory
.
it's
really
really
fast
and
a
protocol
is
used
very
simple
.
it's
time
.
he
says
the
boy
didn't
have
any
kind
of
publication
.
companies
sued
a
year
remaining
on
protecting
network
.
and
then
you
control
all
of
the
No
.
networks
around
so
they
knew
that
when
you
see
fire
along
the
kids
.
anybody
who
can
act
.
they
offer
the
right
to
own
.
the
wreckage
patch
time
.
which
is
recommended
over
.
to
see
which
he
paid
for
the
men
can
be
.
the
server
.
after
application
.
Palm
.
but
it
hadn't
been
beating
since
July
.
and
on
.
Dean
We've
seen
.
we
hate
for
it
.
on
this
.
Callebs
Now
we're
scientists
will
air
on
to
the
documentation
.
that
is
the
completion
was
on
this
year
.
back
in
September
.
they
missed
the
last
story
that
so
.
today
though
.
what
we
heard
of
that
project
is
in
question
and
there's
a
new
version
of
men
testy
.
four
.
I
think
the
catch
.
Hastert
indicated
that
it
still
wanted
to
break
.
and
then
he
said
it
still
does
it
still
works
on
.
no
one
wants
to
still
support
it
.
men
get
from
time
to
drop
that
so
.
home
.
he
is
.
that's
him
in
just
a
very
good
and
then
direct
cash
from
the
replication
is
this
continues
.
the
waiters
.
women
cast
works
.
what
a
right
to
.
our
own
gift
that
will
give
any
students
are
allowed
.
he
writes
or
one
ten
eighteen
.
he
really
happy
that
he's
going
to
look
at
server
one
for
you
today
.
who
is
the
No
.
the
key
.
sends
a
bar
.
there
was
a
three
piece
today
and
you
know
always
look
at
.
sir
you
.
the
data
were
one
for
the
first
to
you
today
.
if
you
lose
.
here's
the
machines
.
and
you
lose
that
day
.
with
cash
.
you're
great
.
our
stubborn
and
so
he's
already
there
but
he
automatically
get
through
it
over
.
and
on
the
same
thing
.
from
searches
or
one
that
it's
more
a
master
of
the
cage
.
com
.
the
team
win
.
he's
yes
he
does
and
you
lose
a
server
.
cash
is
no
longer
.
so
the
first
time
they
try
to
connect
to
Server
to
you
.
after
details
.
um
and
STDs
of
the
Minutemen
he
climbed
faster
regenerate
.
so
now
the
only
one
server
at
you
.
the
men
to
school
.
they
always
show
up
as
surreal
.
so
you
.
Serwer
One
out
all
of
the
victims
all
replicated
over
from
servers
to
seventeen
.
he
read
to
him
just
being
there
to
serve
one
will
get
corrected
.
com
.
you
don't
someone
works
for
two
servers
.
if
you
extend
this
out
to
more
than
two
on
one
hit
only
two
Server
.
occasion
.
it's
just
me
or
so
.
you
can't
interact
for
that
.
conversely
more
than
his
or
her
.
but
my
initial
idea
was
OK
I
can
use
for
servers
and
you
can
go
up
.
breathe
.
I
read
it
and
kind
of
set
up
already
.
for
servers
.
two
of
them
are
with
you
.
to
the
other
two
.
any
minute
as
setup
would
look
at
all
for
servers
to
one
failed
to
do
so
on
.
we
would
still
be
available
.
that
doesn't
work
because
of
the
home
.
Hatch
our
them
.
since
then
.
it
rebuilds
the
hatch
after
the
server
to
fail
.
he
redistribute
all
the
rights
to
.
time
to
mold
a
server
to
get
out
.
he
seems
to
be
.
the
repetition
with
more
than
two
servers
.
Palm
.
and
actually
our
rhythm
doesn't
mess
with
it
in
a
story
that
it
only
works
with
his
or
her
home
.
D
.
when
that
is
.
if
you're
going
to
do
more
than
two
servers
in
your
cash
in
your
cast
cluster
.
you
have
today
.
the
two
of
them
to
be
in
bed
.
the
Manchester
.
and
those
who
are
required
to
be
up
.
Walsh
Oh
example
of
that
later
on
.
.
.
yes
.
read
another
genome
.
.
he
will
love
.
don't
call
the
data
that
you
know
she
won
.
institutions
to
.
com
.
and
so
on
.
but
when
you
think
you
can
change
the
contrast
configuration
for
which
the
scenes
look
at
what
are
certain
.
Tang
.
see
you
.
I'm
certain
you
.
there
was
urgency
and
a
cast
that
the
men
catch
Klein
.
SEN
.
Reed
tries
every
year
.
forget
how
many
seconds
it's
like
once
in
a
midfield
redrawn
.
and
then
it
says
it
knows
is
that
of
its
teams
up
there
will
be
to
redistribute
catching
.
Ensor
Right
.
did
you
get
security
Street
home
.
spreading
today
a
day
so
obvious
and
storage
increases
persistent
.
Palmer
But
the
BBC
status
.
you
know
really
wanted
.
and
a
loan
database
and
ability
.
so
with
the
way
that
everything's
on
.
performance
is
amazingly
good
.
when
I
first
went
to
the
performance
was
no
substance
it's
actually
countering
to
death
.
on
DVD
pretty
well
intact
.
that
is
meant
to
be
.
but
with
the
tradeoffs
of
getting
to
write
directly
to
this
cannot
come
to
worry
about
.
on
both
machines
to
undo
them
.
it's
worth
the
tradeoff
.
the
registry
clean
com
.
do
you
use
with
the
deadlocked
where
multiple
knows
tried
to
run
cleaner
and
elite
reservoir
same
time
.
and
on
.
watching
the
entire
table
not
stranded
.
cleanup
will
take
it
.
Palm
.
yes
.
with
touchdowns
on
three
forwards
.
this
Scott
said
he
was
earlier
.
UN
presentation
of
the
aisle
.
this
morning
.
given
time
.
today
he
says
no
one
is
ready
to
loan
him
the
No
.
the
CDC's
of
law
in
strategy
.
um
.
basically
there's
a
lot
of
people
in
the
database
and
each
of
the
clients
after
.
so
here
.
local
one
.
as
you
are
to
stand
for
.
they
will
.
no
.
.
Bryant
.
.
well
you
along
.
with
those
two
TD
game
and
he's
made
the
call
.
.
yes
I
was
twenty
she
is
with
the
the
dead
dogs
before
.
is
that
all
once
you
get
to
a
certain
calm
certain
number
of
tickets
.
on
DVD
.
the
cleanup
would
take
longer
and
then
on
.
they
didn't
and
you
wind
up
yet
.
one
wins
.
Bombardier
which
he
is
he
in
.
what
treaty
.
reprieve
for
the
nation's
teens
read
recently
and
they
say
.
he
is
.
yes
he
was
barred
.
yes
Martha
here
.
and
the
other
.
and
one
of
the
issues
that
were
there
were
two
issues
in
.
um
.
can
you
take
a
step
with
a
single
machine
.
Palm
.
one
was
eighty
.
you
lose
you
.
in
India
.
the
table
.
and
this
generated
by
Iran
.
so
there
was
an
index
of
sentiment
was
.
and
that's
the
minimum
twenty
teams
that
team
.
although
crack
in
it
.
one
other
one
who
changed
in
the
area
.
it's
also
.
what
was
the
transaction
.
Fortune
and
Ashland
and
clean
.
in
time
.
we
are
part
of
the
No
.
yes
hello
.
.
no
.
can
we
deal
with
all
of
those
though
on
.
they
may
need
to
know
what's
going
on
the
other
servers
so
the
eye
.
do
you
see
walking
the
walk
people
.
engineers
have
to
request
the
law
before
they're
allowed
to
clean
.
the
registry
.
on
the
one
certain
second
inning
lead
.
com
.
and
it
nears
the
expiration
time
whenever
it
says
a
lot
.
and
if
that
desperation
and
gone
by
.
on
another
note
can
take
the
law
.
that
wave
if
you
lose
and
those
that
had
the
locks
.
and
one
.
and
his
group
.
four
on
the
clean
so
they
don't
.
the
LA
team
strategy
is
just
forty
two
one
to
lead
rounds
.
yes
and
a
lot
people
before
the
winner
.
Collins
So
.
and
beyond
.
the
goal
is
to
you
know
waffles
able
to
do
.
cleaner
just
mark
the
rooms
that
.
yet
the
almost
three
years
running
the
same
time
begins
.
Dell
on
.
don't
bet
on
the
database
.
.
they
soon
and
we
got
multiple
choices
.
there's
actually
not
as
reasons
to
do
with
your
car
.
you
catch
them
.
.
but
these
three
column
.
G
most
cash
does
he
mean
by
the
UN
staff
that
sorry
.
a
bomb
expert
.
that
would
one
go
with
because
you
can
do
.
Costello
This
column
.
you
can
say
is
to
of
persistent
storage
.
com
.
a
.
all
around
is
the
best
choice
if
you
know
I
used
a
mosque
.
com
.
that's
a
pretty
good
tickets
.
there's
lots
of
home
.
Nelson
switches
on
that
.
and
No
.
in
Turkey
up
so
the
phone
.
and
also
do
the
scale
of
rejection
of
its
super
he
gets
to
you
with
the
wreckage
.
pass
it
.
Carolyn
up
and
running
in
.
Crowley
an
hour
.
and
then
apply
them
.
the
main
cast
changes
and
in
cats
and
urine
go
on
.
the
status
of
their
cash
.
from
there
he
is
really
concerning
and
he
made
you
look
around
and
alternatives
.
um
.
he
does
.
and
we've
been
tested
only
on
to
servers
running
into
months
.
with
the
GTA
.
.
it's
it's
found
this
to
be
had
here
.
integrity
and
reliability
in
reading
this
.
and
on
.
it's
.
you're
using
.
during
past
.
it's
easy
for
you
to
get
setup
com
.
the
DJ
database
.
obviously
it's
in
our
part
but
.
most
places
have
a
go
.
the
stadium
is
hurting
.
in
the
works
for
him
.
introductions
into
whether
he
bet
on
.
on
some
of
them
this
bizarre
and
frightening
.
U
.
it's
.
latest
Al
.
one
seed
on
.
he's
in
GTA
.
Kong
.
there's
several
people
even
get
lost
.
com
.
we
use
on
and
actually
yes
.
I
think
it
will
.
he
.
the
A's
improved
to
second
.
.
over
here
.
the
euro
.
.
he
.
.
he
.
and
beyond
.
and
the
reason
most
people
didn't
actually
mean
it's
very
easy
to
set
up
.
it's
yes
it's
a
loser
for
two
machines
.
yes
.
it's
good
.
com
.
the
No
.
it
is
the
is
the
debris
of
cash
to
pay
with
you
.
here
with
that
.
the
incubator
.
the
war
.
for
him
.
com
.
it
should
work
but
.
Tom
.
I
just
had
it
right
.
no
I
don't
see
reason
why
with
more
.
does
he
do
this
Washington
out
for
India
.
yes
.
and
of
the
replication
.
this
is
it
recognizes
both
get
down
into
the
machine
and
connecting
to
build
on
its
entire
cast
of
this
is
the
second
change
.
com
.
well
we'll
see
you
Tom
.
you
can
buy
low
ballots
are
obviously
when
you
can
also
do
it
completely
with
other
free
software
just
in
the
past
he
can
stay
and
really
that's
the
entire
conflict
.
for
doing
any
of
the
loan
balance
.
the
foster
care
.
one
run
and
that's
the
end
of
that
.
um
.
it's
.
really
simple
home
.
he
doesn't
listen
in
on
that
.
on
forty
and
forty
three
.
and
a
lot
already
.
so
to
go
in
and
out
.
data
on
the
front
of
life
.
he
was
always
knew
that
a
month
Profit
Down
Syria
.
the
small
configuration
.
you
can
have
both
on
both
servers
up
.
so
in
my
example
former
party
on
.
you
can
have
both
server
running
on
target
.
and
don't
deliver
.
whenever
you
too
.
read
my
singing
again
.
the
New
Year
period
were
on
the
scene
one
or
two
.
you
can
be
.
the
City
creator
of
that
.
they
come
back
off
on
the
server
one
.
and
you
read
Apache
running
on
the
front
end
.
and
it
was
never
know
.
Campbell's
knows
to
stay
low
for
too
.
the
server
to
end
on
that
new
patch
the
market
to
slow
the
filter
.
ten
.
clients
are
completely
unaware
that
there
was
a
switch
over
.
so
.
you
do
.
full
mode
balancing
was
completely
free
software
.
.
the
trade
off
the
out
years
the
hardware
is
any
more
performance
.
um
.
especially
since
you
do
the
best
offload
.
com
.
and
in
.
the
network
and
the
tricks
that
the
hardware
.
we're
going
to
do
.
but
resistance
and
then
if
you
do
you
mean
Cheney
down
by
two
of
them
so
that
when
they
lost
to
No
.
then
the
water
so
twice
in
the
arm
.
this
thing
with
software
is
up
.
it's
really
your
goal
on
.
don't
be
seeking
to
use
a
filter
on
.
traffic
for
specific
IP
as
they
always
give
to
this
one
certainly
got
here
.
you
always
want
make
sure
you're
eating
a
monumental
so
.
Iraqis
from
from
his
office
.
all
we
get
around
it
too
.
seventeen
days
.
com
.
the
fact
that
I
think
.
.
here
.
Foster
stuff
with
just
with
free
software
is
due
to
end
in
clusters
.
which
is
still
new
party
.
one
or
two
like
he
did
.
you
don't
want
her
to
a
healer
.
both
machines
are
.
she
won
only
controls
one
for
twenty
.
King
You
control
the
other
one
.
you
ruined
it
for
what
applications
on
Tuesday
.
that
way
they're
both
fully
utilized
.
but
.
you
don't
have
all
this
true
.
after
hitting
only
.
our
logo
.
we're
suffering
from
Santa
.
if
the
machines
sales
.
Kathleen
just
fall
over
to
the
other
machine
and
servers
to
that
.
two
words
like
he's
running
on
it
.
you
obviously
have
to
do
.
you
obviously
have
to
come
.
Saddam
seems
to
me
you
will
.
no
.
the
nation
.
there
is
.
configuration
to
sea
with
her
son
was
treated
in
this
way
with
saving
time
.
four
five
machines
.
Brady's
have
their
own
application
of
their
runs
and
four
applications
.
and
one
that's
completely
spared
.
and
you
know
if
there's
a
failure
on
the
machine
to
alter
its
spare
.
and
spearheading
a
candle
call
for
calm
.
in
a
reduced
capacity
.
but
it's
clear
that
once
your
machine
is
bigger
than
any
of
them
.
before
Bonds
.
the
No
.
her
intent
from
going
forward
.
we
don't
.
.
.
was
there
one
question
them
.
you
know
we
age
com
recommends
this
area
know
that
contact
sessions
.
what
are
they
sharing
between
.
yes
.
instances
.
and
you
don't
really
need
home
.
the
more
he
seems
to
need
to
make
this
the
call
three
hundred
thousand
retired
people
quiet
.
um
.
don't
only
reason
is
they
are
as
good
though
when
Lopes
state
.
Palm
.
and
.
and
ears
.
Davies
got
to
include
me
in
the
meantime
.
you
mentioned
there
was
a
possible
security
issue
with
this
.
his
solo
wanted
and
that's
captured
citizens
.
he's
back
with
new
low
.
see
you
.
the
U
.
one
.
with
that
.
you
would
not
.
so
we
won't
see
you
.
.
the
national
police
car
.
with
him
.
I'm
still
.
yes
can
top
that
.
so
.
just
to
make
sure
that
it's
captured
on
the
reporting
.
the
day
.
controls
the
phone
or
use
browsers
.
modern
roads
are
struggling
.
one
.
no
.
and
you
can
be
.
COL
.
so
anymore
.
the
assassins
who
are
you
.
you
didn't
lose
time
.
the
Nationals
.
they're
all
good
defense
.
well
.
shootout
.
yes
.
.
.
.
.
we
are
casting
a
bomb
.
our
first
cluster
free
him
up
in
the
domain
.
Collins
strictly
be
over
.
we
see
here
is
you
actually
are
somewhat
to
the
very
first
of
the
over
Internet
into
people
you
can
reduce
rebound
.
we
are
running
passing
ship
.
and
the
reason
Nascar
after
application
online
poll
sign
up
for
pardons
for
us
.
and
he
doesn't
look
like
home
.
if
there
was
a
leader
both
.
and
over
.
Palm
.
and
No
.
everybody
had
no
warning
and
since
we
only
had
.
home
to
failures
and
that
time
there
wasn't
time
to
give
you
everything
else
was
done
on
schedule
maintenance
any
other
treatment
and
things
.
I
do
.
he
was
intending
to
vote
.
and
Whew
.
but
a
.
he
couldn't
say
one
of
the
move
.
Kings
one
six
.
also
with
the
performance
.
Kathleen
still
on
the
same
machine
.
D
Mohr
Carol
well
the
ship
.
I
mean
he
won't
.
most
creative
way
to
use
most
of
your
way
tonight
expected
to
be
.
so
we've
got
.
Myron
load
on
.
Shula
.
they
are
.
they
pretty
much
killed
ninety
seven
.
no
one
in
two
.
to
fix
that
.
this
surgery
.
St
.
Palm
Center
Region
are
wondering
so
.
twenty
minutes
actually
data
centers
and
can
spread
in
all
the
new
draft
would
.
so
all
of
our
current
cluster
of
four
Nunez
.
Palm
.
yes
it's
a
war
knows
running
on
.
yesterday
you
might
go
.
Palm
.
to
be
done
.
who
were
separated
over
tyranny
in
the
new
closer
with
the
cast
.
Kassem
a
machine
to
one
another
.
on
and
in
a
couple
of
other
one
doubts
that
we
run
on
and
on
.
on
the
other
two
.
Mrs
are
current
.
it
is
honestly
quite
quite
a
bit
more
complex
than
our
whole
system
.
um
.
he
learned
here
in
Daybreak
.
Aaron
.
three
are
in
the
desert
.
and
if
the
dolphin
color
are
clues
to
who
.
well
we
begin
with
.
most
.
and
so
on
.
.
passes
.
there
was
this
a
machine
and
we've
gotten
to
the
machine
here
today
are
clustered
there
.
there
are
hitting
the
back
court
.
but
their
initial
key
.
he
has
to
do
.
we
are
.
and
.
when
you
all
for
her
.
undaunted
.
Palm
.
or
so
.
from
the
students
from
the
new
float
morning
to
you
.
D
.
he's
your
column
.
we're
looking
in
.
no
armor
look
don't
serve
.
time
now
for
performance
are
easy
but
because
we
are
.
the
movie
machines
to
do
that
after
every
site
and
the
one
down
to
work
on
.
we're
actually
in
the
process
of
law
.
the
law
into
that
bill
over
to
your
site
anything
happens
for
missions
.
yes
.
and
along
with
that
we're
moving
the
PR
side
in
Tallahassee
some
work
for
and
worked
as
a
hurricane
in
a
couple
Florida
.
we
will
be
.
hello
.
we
had
years
ago
we
had
four
hurricanes
that
are
interesting
.
yes
.
two
period
.
so
.
I
.
D
.
they
wanted
changes
under
persistent
think
that
because
we
had
a
lot
of
requests
from
students
.
the
government
me
function
.
column
.
we
are
.
security
concerns
but
that
was
when
serious
gains
that
were
done
they
cannot
only
allowing
that
on
the
key
is
that
going
on
.
they
are
in
one
of
our
wives
.
so
by
machine
or
the
functionality
they
will
call
home
but
if
you're
committed
an
officer
coming
in
from
home
.
the
field
will
feature
No
.
um
.
this
quarter
final
.
world
going
home
no
veto
.
Arellano
her
how
to
run
.
you
heard
it
here
.
it's
the
.
the
school
without
progress
on
the
home
.
that's
wrong
.
Stewart
Lou
.
he
sure
looks
for
yourself
.
the
questions
.
you
know
.
four
.
we
don't
know
.
.
the
remains
of
people
are
you
are
not
and
I
know
.
I
don't
think
it
is
easy
.
but
they
did
set
it
up
.
it
doesn't
work
.
you
live
.
they
were
.
s
.
.
and
what
are
you
.
.
.
two
.
all
of
its
own
war
.
.
yes
sports
surrogates
.
.
four
.
.
it
is
.
here
are
my
thing
was
going
to
be
here
and
he
was
leaving
.
Carlson
He
didn't
we
.
.
.
.
.
she
has
more
.
.
he
.
so
.
and
when
.
it
was
.
.
is
he
.
and
I
will
.
.
.
we'll
get
some
misunderstanding
.
.
.
.
are
you
.
during
the
two
thousand
one
.
the
war
.
.
I'm
.
.
you
can
do
that
.
the
lawyers
in
all
he
is
.
if
you're
going
to
be
roughly
separated
your
connection
between
his
dad
.
if
you're
OK
.
the
No
.
so
you
don't
need
to
get
or
they
really
know
about
the
disease
due
to
a
U
.
he
said
.
yes
.
plenty
on
his
duty
.
he's
clients
.
I
mean
.
he
has
.
.
.
.
I
want
.
you
are
.
.
I'm
great
.
.
.
he
missed
just
two
pieces
missing
.
but
.
well
the
CDC
and
his
team
.
.
that
means
inconclusive
.
.
he's
heard
.
no
.
he
died
.
.
.
Kessler
No
.
no
.
.
you
work
with
them
.
.
.
.
Q
.
they're
in
.
really
.
hello
from
Daryn
to
hear
you
.
one
.
he
volunteered
and
the
U
.
PRI
.
the
loss
.
.
and
.
Joel
you
.
.
.
her
teacher
.
we're
not
.
he
has
delayed
the
U
.
Crow
.
one
.
Palm
.
.
and
the
week
.
.
to
catch
heat
.
the
key
to
success
.
two
to
one
loss
.
.
.
growth
day
.
the
archive
.
well
you
are
.
there
were
a
No
.
yes
.
you
know
.
the
shooter
.
.
it
is
.
the
team
.
.
.
you
name
it
.
yet
the
.
you
will
.
no
.
on
her
.
.
yes
.
.
Kurds
were
more
creative
.
and
from
the
going
on
right
now
.
um
.
but
.
Walter
Yes
.
period
.
column
.
there
are
.
just
be
always
on
the
ball
in
right
at
us
.
and
Aaron
you
are
.
.
he
knew
the
law
.
the
DNA
.
one
.
I
needed
to
carry
on
and
on
.
you
can
come
back
.
.
the
other
.
Thompson
No
.
see
you
.
he
said
.
no
.
a
few
thoughts
with
you
.
and
there
.
s
.
.
.
a
couple
dozen
countries
.
I
don't
agree
more
.
Paul
.
.
.
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