►
Description
Sesión 2: Curso desarrollador Blockchain en Hyperledger Fabric
Tema: Flujo transaccional, arquitectura de Hyperledger Fabric y Workshop de docker
Participa del curso ofertado por Hyperledger Latinoamerica y Business Blockchain SPA, donde estaremos enseñando sobre desarrollo blockchain con Hyperledger fabric.
Consulta más detalles e inscripciones: https://wiki.hyperledger.org/display/CP/Curso++Hyperledger+Fabric
----
Hyperledger – Open Source Blockchain Technologies
Hyperledger is an open source community focused on developing a suite of stable frameworks, tools and libraries for enterprise-grade blockchain deployments.
It serves as a neutral home for various distributed ledger frameworks including Hyperledger Besu, Fabric, Sawtooth, Indy, as well as tools like Hyperledger Avalon, Cactus and libraries like Hyperledger Aries, Ursa. Learn more about Hyperledger projects: https://www.hyperledger.org/use
Case Studies: https://www.hyperledger.org/learn/case-studies
Training & Certification: https://www.hyperledger.org/learn/training
Tutorials: https://www.hyperledger.org/use/tutorials
Webinars: https://www.hyperledger.org/learn/webinars
Events: https://www.hyperledger.org/events
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Learn about Hyperledger Membership: https://www.hyperledger.org/about/join
#Hyperledger #HyperledgerMeetups #Blockchain
A
A
Have
different
types
of
components
of
which,
if
I
want
to
highlight
the
pierce
spears,
pairs
or
nodes
in
practice,
they
are
the
same
in
some
way
during
the
course
I
will
perhaps
mention
more
of
the
word
node
or
for
spears,
but
in
any
case,
when
I
refer
to
píparo,
I
am
not
talking
about
practically
the
same
thing
in
this
case.
Also,
as
you
can,
we
also
have
here
a
parallel
network
and
fabric.
This
looks
bad
with
this
one.
A
A
service,
a
service
that
cross-serves
the
entire
network
service
new
reference,
it
is
called
the
ordering
or
postponement
service,,
which
is
responsible
for
maintaining
the
integrity
and
order
of
the
transactions
that
arrive
at
the
next
one
and
is
in
charge
of
ensuring
the
execution
of
the
consensus
protocol,.
So,
as
you
can
see
on
this,
network,
I
am
counting
that,
if
not
they
are
here,
we
have
four
members.
It
is
not
a
banking
network.
So
to
speak.
B
A
Network
that
or
in
practice,
have
decided
to
create
two
channels.
In
this
case,
each
member
has
two
pillars
deployed
in
its
infrastructure.
That
means
basically
none.
We
have
8
pierce
in
all
the
rent,
these
worse
than
we
are
mentioning
well
to
each
member.
We
in
the
favre
panel,
we
have
a
topic
called
the
channels
for
the
topic
of
privacy.
I
already
told
you
last
class.
In
this
case
we
have
others,
a
blue
channel
that
I
know
after
it
comes
here.
A
This
blue
channel
shows
me
graphically,
in
practice,,
the
four
bank
members,
a
b
and
c
and
d
are
able
to
communicate
and
transact
over
a
secure
communication
and
information
channel,,
but
instead,
for
example,
in
channel
number,
two
in
yellow,
bank
a
is
excluded
from
this
channel
and
therefore
the
information
transactions
that
are
generated
in
this
channel
number
two
will
not
be
visible
to
the
bank.
In
this
way,
privacy
is
generated
it
already
is,,
but
important.
A
Normally,
who
hosts
in
infrastructure
structure
and
these
components
is
the
founding
member
of
the
network
in
aipe
lillo
fabric,
there
are
usually
two
types
of
members:,
the
founding
member
and
the
member
who
-according
to
her-.
Therefore,
the
founding
member
in
some
way
has
an
advantage,
an
additional
responsibility
and
has
to
make
an
additional
investment
to
maintain
this
type
of
these
types
of
components,,
but
I
also
believe
precisely
that
it
also
has
a
competitive
advantage
over
the
rest
of
the
members
of
the
network,
in
other
words,
in
some
way,.
A
The
one
that
hosts
this
ordering
service
has
the
capacity
to
be
able
in
some
way
and
manage
or
be
in
charge
of
the
government
of
the
network.
Let's
think
a
little
more
about
the
privacy
of
confidentiality.
We
already
speak
in
general
in
a
context
of
privacy
and
confidentiality
in
general.
We
have,
for
example,
in
a
context
without
permission
of
public
or
open
networks,
we
see
two,,
it
might
give
more
variables,
but
in
general
we
have
two
ways
in
the
public
snaps
of
a
decentralized
network
environment.
B
A
Normal
one
that
is
basically
ok,
I'm
going
to
tweet
or
data
and
leave
it
on
a
network
as
a
comment
or
peak
any
other,
however,.
What
happens
with
this
is
that,
most
of
the
time
for
a
business
environment,,
even
encrypting,
the
data
is
usually
seen
as
a
risk
to
the
information,.
So
in
general,
that
is
not
even
acceptable,.
It
compromises.
Long
data
publicly,,
although
is
encrypted,
is
usually
little
by
little
viable.
A
The
industry,
you
are
in,,
it
has
been
that
kind
of
thing,
especially
in
the
financial
minutes
where
there
is
a
complex
that
regarding
the
privacy
of
information
and
all
that
can
be
seen
as
life,
so
it
is
even
better
to
do
it
without
removing
the
truth.
It
is
not
easy.
It
is
not
an
easy
path
to
decide,
but
the
other
option
is
to
use
other
types
of
protocols
moving
on
to
the
fun
or
about
being
or
not
the
next
ones.
A
It
seems
to
me
that
the
difference
here
is
that
you
are
probably
able
to
prove
the
existence
of
an
event
without
revealing
the
information.
However,
because
these
are
not
implemented
only
some
blocks,
not
all
in
In
reality,.
The
design
of
this
practically
requires
starting
from
a
block
without
being
able
to
do
so.
In
the
case
of
Parla
Jr.,.
We
do
not
have
this.
Capacity.
A
What
happens
with
other
nations,
for
example,.
He
speaks
Ching,
in
general,.
What
is
there
with
permissions,?
We
have,
for
example.
What,
you
see
on
the
screen.
Is
that
what
it
does
is
have
a
group
of
participants
or
members
of
the
network
that
are
known
and
that
are
going
to
participate
in
a
permissioned
environment,?
B
A
Already
been
mentioning
is
c
Create
channels
that
allow
these
participants
to
be
grouped
so
that
they
create
a
ledger
separate
from
the
main
ledger,,
but
in
general,,
because
it
opens
a
channel,.
Normally,
you
have
a
leinier
that
only
has
the
transactions
of
that
channel
and
these
transactions
are
not
shared
with
all.
B
A
Rest
of
participants
and
the
other
option,
which
is
more,
is
much
better,
is
more
and
is
much
more
sensitive
collections
of
private
data
that
are
available
from
version
1.2
day
for
ifai
and
right
now
we
are
already
at
version
2.2,
so
reality
as
you
will
realize,
we
have
a
good
journey
with
respect
to
the
maturation
of
this
type
of
characteristics,
considering
that
there
is
a
factory
for
it,,
it
was
just
born
at
the
end
of
2015,.
It
started
for
action
in
2016
in
four
years,.
A
Basically,
it
has
been
possible
to
advance
in
a
sustained
manner
and
it
has
matured
very
well,
this
type
of
characteristics,
although
there
are
many
things
to
do,
then,
regarding
the
channels
as
I
mentioned,
one
can
create
a
set
of
channels
for
only,
for
example,.
These
four
participants
have
a
kind
of
mini
bouchain
or
a
book,
a
book
or
a
decentralized
book
separate
from
the
main
book
and
thus
manage
to
maintain
privacy,
and
you
can
create
a
set
of
channels
that
you
need
to
create
In
order
to
be
able
to
deploy
this
type
of
solutions,.
A
Something
super
important
to
measure
here
is
that,
for
example,.
If
you
come
across
a
business
case
or
a
use
case
and
implement
where
these
four
different
participants
here
and
Sofia
are
socially
involved,
and
you
can
take
advantage
of
the
infrastructure
and
the
operation
of
the
current
network
for
the
pp
for
another
use
case,
for
example,
you
may
need
to
have
an
implementation
that
only
involves
these
other
three
participants.
So
well,
let's
see
a
little
how
this
works
to
be
able
to
go
into
detail.
Imagine
in
the
following
scenario:
where.
B
A
For
example,
a
global
business
network,
where
we
have
a
manufacturer
that
is
selling
products
abroad
and
that
it
is,
as
you
can
see,
we
have
a
distributor
of
moving
goods
abroad.
We
have
a
shipper
that
moves
the
merchandise
between
the
parties.
We
have
a
wholesaler
that
buys
products
from
distributors
and
we
have
a
retailer
that
buys
the
products
from
carriers
and
wholesalers.
So
what
happens?
We
have
in
your
challenge
regarding
what
is
privacy
and
confidentiality?
A
First,
the
distributor
needs
to
transact
with
the
manufacturer
and
shipper,
but
needs
to
ensure
that
these
transactions
remain
private
and
remain
confidential
from
the
wholesaler
and
retailer
This
is
normally
done
so
as
not
to
expose
the
profit
margin
that
it
is
charging
,.
Therefore,
you
cannot
put
these
transactions
to
all
those
who
participate
in
the
network,,
which
we
start
from
the
fact
that
all
are
connected
within
a
global
network,
move
from
the
ipad
to
the.
A
However,
not
all
the
transactions
are
going
to
be
visible
as
the
case
in
which
the
distributor
does
not
need
these
private
actions
with
the
manufacturer
and
shipper,
and
the
other
option
of
another
case.
Is
that
good?
That
the
distributor
also
needs
a
separate
relationship
in
other
private
with
the
wholesaler,
because
he,
it
is
with
a
lower
price
criterion
and
the
wholesaler
has
a
relationship
with
other
firsts
such
as.
A
Sender,
so
we
see
here
a
challenge
that
can
be
easily
implemented
with
the
perelló
fabric
by
implementing
separate
channels
that
allow
us
to
keep
the
information
private,
but
take
advantage
of
Basically,.
The
decentralized
network
infrastructure
that
we
have
set
up
with
each
of
these
participants
then
receives
the
following:
way,
as
I
mentioned,.
A
We
have
a
global
network
where
each
participant
can
part
can
be
within
a
channel
or
several
channels
associated
with
a
case
of
use
to
a
specific
privacy
requirement,
for
example,
or
we
have
a
secure
channel
where
we
have
the
distributor,,
the
manufacturer
of
the
carrier,.
We
have
another
case
of
the
other
channel
where
we
have
a
group
of
the
wholesaler
of
the
carrier,
and
we
have
another
channel
grouped
with
the
wholesale
distributor,.
A
Then
the
transactions
that
are
generated
here
take
place
within
the
distribution
within
this
channel
between
the
distributor
and
wholesaler
are
not
going
to
be
visible
by
the
manufacturer
or
carrier
distributor
unless,
for
example,
the
audio
manufacturer
this
channel
and
so
on.
Then
this
is
how
the
channels
work.
If
now
we
have
a
challenge
that
is
normally
quite
common
And.
A
A
B
A
B
A
Change
is
left
and
it
will
stay
forever,
but
using
the
fight
for
this
turns
out
to
be
a
bit
disturbing,
not
how
we
assure
that
these
institutions
have
decided
to
use
brock
same
comply
with
this
regulation
that
forces
them
to
purge
the
data
after
a
period
of
time.
So
what
happens?
This
can
be
easily
resolved
with
it,
therefore,,
because
adif
fabric,
in
this
case,,
what
it
can
do
is
leave
irrefutable
evidence
of
the
transaction
as
immutable,
that
is,.
This
is
resolved
with
the
collection
of
private
data
where,
in
general,.
A
A
A
Look
I
like
to
explain
the
creature
of
projecting
and
seeing
Making
a
bit
of
the
analogy
of
how
network
architecture
works,
like
making
a
word
machine
tender,
and
although
the
architecture
and
open
playoff
may
seem
a
bit
more
complex
and
a
bit
more
difficult
to
explain,,
it
is
usually
more
efficient
for
the
following
reasons.
I
know
that
there
are
fair
programmers
in
any
therion
program,.
It
is
considered
that
I
am
making
a
mistake,.
A
You
can
do
it
please,
you
can
make
an
annotation
I
would
like
you
to
also
make
your
annotation
regarding
what
I
am
going
to
say.
If
I
am
not
an
expert
in
ether,
yum
I
know
the
work
with
that.
Well,
surely
there
are
things
that
can
happen,
but
in
any
case,
in
a
very
simple
way,
in
this
type
of
network,
we
normally
have
a
script.
That
is
called
execute
me.
Instead,
there
are
no
losses.
Now
we
have
something
that
we
call
how
to
execute
it
swim
and
validate.
That
is.
A
We
have
a
third
step
because
for
the
following
esther
yum
works
in
the
following
way:
when
a
transaction
arrives,
n
still
not
deteriorate
this.
What
it
does
is
validate
and
order
transactions
and
then
propagates
them
to
the
rest
to
all
the
nodes
of
the
network
and
then
sequentially
each
node
is
executed.
Downloading
it
is
executing
the
extraction
is
from
the
chase.
So
that's
why
it
is
in
general,
the
latency
time
in
this
type
of
networks.
It
is
usually
to
put
it
that
way,
or
even
in
networks
that
are
global,
it
can
become
indeterminate.
A
Instead,
there
is
loss
in
fabric.
What
it
does
is
the
following:
there
is
lost
fabri,
it
has
a
creature
in
the
one
that
first,
what
is
done
is
to
execute
and
validate.
If
they
are
correct,
if
they
are
executed,
they
are
checked
that
they
are
correct
and
they
are
signed
or
endorsed,
and
then
through
a
connectable
or
folding
consensus
protocol.
These
transactions
are
ordered
and
these
transactions,
that
is
it,
is
ordered
from
what
is
already
on
the
back
in
a
first
step,
and
in
this
is
the
step.
A
A
That
have
been
configured
for
that
task
and
then
you
can
order
those
transactions
to
ensure
consistency
there.
It
is
there.
This
one
takes
the
role,
the
lease
service,
the
cluster,
this
intention
from
a
while
ago,
in
this
graph
and
clark
again
the
euros
when
that
is
already
propagated.
Each
one
of
the
worst
goes
again
to
ensure
that
the
policies
have
been
complied
with,
and
that
is
confirmed
within
within
milk,
then
well.
That
is
the
reason
why
they
are
quite
different,
as
you
can
see
here
in
general
here
they
are.
A
A
A
A
B
A
This
pir
does
is
verify
that
its
content
obeys
a
certain
smart
control
and
then,
finally,
what
it
does
is
sign
the
sign,
the
transaction,
while
a
service,
a
node
of
type
order.
The
only
thing
it
does
is
approve
the
inclusion
of
the
transactions
in
blocks
to
send
them
to
the
ledger,
communicates
with
all
the
peer
nodes
so
that
they
can
commit
and
support
the
ledger.
A
A
B
B
A
It
is
precisely
in
paris,
and
it
is
river
he
who
grants
you
this
capacity
to
enroll
t
now
him
what
types
of
leasing
service
we
have
at
the
fabric
college.
We
basically
have
three
to
jess
frank.
So
if
you
want,
you
can
talk
a
little
more
about
rap,
but
in
practice,
at
the
beginning
of
a
network
we
usually
have
to
test
with
a
test
protocol,
called
only
that
it
has
nothing
more
than
a
function
to
fix
transactions,
but
it
does
not
have
failsafe
tolerance
to
Vincentian
scenarios.
It
has
not
appeared.
It
is
for
English
tests.
A
Nothing
else
for
I
have
come
across
networks
that
are
in
production
that
usually
use
only
that
it
is
terribly
bad
that
that
can't
happen.
Before
version
14,
we
used
cappa
to
the
one
recommended
for
production,
but
from
capcom,
which
is
actually
a
recommended
service
for
permissioned
networks,
because
it
is
assumed
that
in
conditional
networks
you
are
operating
in
a
decentralized
environment
where
you
know
To
those
who
participate
and
you
are
not
in
a
scenario,,
they
lived,.
A
So
to
say,
you
are
not
in
a
highly
reliable
scenario,
or
you
are
in
a
moderately
reliable
scenario,
to
say
this
way,,
the
cupcake
organ
service
has
tolerance
to
casion
that
is
important
and
uses,
and
you
and
when
you
simply
capture
you
are
actually
forcing
these
components
of
apache
ca
pa.
That
is
very
good.
The
truth
is
in
fact,
to
check
up
as
such,
it
is
a
very
powerful
project
for
what
is
messaging
and
now
half
of
message
transactions
on
purpose,
but
from
version
1.4
points
2.
We
already
have
this
service
available.
B
The
benefit
of
the
graf
against
against
camps,
which,
for
example,
is
that,
with
the
draft,
the
draft
that
has
been
constituted
well,
from
different
organizations
while
in
cap
there
is
an
organization
that
can
take
a
cluster
of
k
afka,
but
that
is
more
centralized
kong.
Until
then,
each
organization
can
have
its
af
and
be
part
of
the
order.
Cluster.
B
Then
a
node
can
propose
the
new
block,
but
it
has
to
receive
proof
of
a
certain
percentage
so
that
both
of
them
can
that
the
greek
cross
has
reached
a
consensus,
and
that
is
like
the
benefit
of
age
that
we
can
decentralize
more
the
getty
that
each
organization
could
be
part
of
the
diet.
Although
I
have
to
make
the
comment
that
photography
is
not
seer
info
authors
because
they
have
the
mec
la
is
finally
a
consensus
mechanism
of
distributed,
systems,
well,,
traditional
so
to
speak,.
B
Then
it
follows
a
leader:
mechanism,
form
is
leader,,
the
leader
was
leader,
follower,
and
then
always
he,
and
then
always
has,
has
something,
later,.
It
could
be
something,
something
well,
well,.
It
could
do
something
wrong,
but
that
leader
is
changing
and
is
very
imposed,
and
then
the
only
thing
he
could
do
is
no,.
B
Then
you
have
to
think
very
well
about
how
to
design
the
policies
of
'no
mind
so
that
it
is
not
so
that
your
system
in
general,
the
policies
of
the
document
with
a
consensus
of
the
ftc,
that
that
in
its
entirety,
is
more
protected,
then
against
against
the
type
of
attacks.
But
the
idea
is,
well,
the
air
was
that
they
are
developing
a
serviceable
order.
That
is
completely
decentralized
and
see
you
then,
for
now
it
is
still
very
important.
B
The
policies
where
in
combination
with
gap
and
the
benefit
is
that
at
least
the
gas
is
decentralized
at
the
level
that
each
organization
can
be
part
of
the
cluster
and
could
be
free
anytime.
They
want,
but
by
itself
it's
just
that
cash
folk
dollars
of
that
means
that
if
there
is
an
amount
of
euros
it
may
be
low,
I
will
be
failing,
but
the
cluster
as
a
whole.
When
most
of
it
is
still
working
well,
then
you
can
continue
creating
new
blocks.
Then
it
is
Caracas
that
strengthens
at
that
time.
A
A
Then,
in
the
last
classes
we
have
been
using
wrap
and,
in
general
architecture,
explanation
is
based
more
on
capturing.
So
in
this
way
you
go
little
by
little
and
understanding
the
bases,
as
we
mature
the
workshops
and
the
explanations
that
we
are
giving
then
well
what
will
decide
regarding
the
deployment
of
aipe
de
fabri.
Well,
basically,
look
at
this.
It
can
be
deployed
in
the
cloud
or
in
programs
wherever
you
want.
That
is
to
say
this
is
simply
software
that
comes
that.
A
Normally
it
is
being
released
through
software
images,
so
in
general
you
can
post
bequeath
any
cloud.
There
is
usually
a
player
and
it
is
available
for
most
clouds
from
amazon
tencent
through
the
cloud
even
from
google
cloud
alibaba,
you
simply
need
to
meet
the
requirements
to
host,
usually
with
docker
containers,
and
it
would
be
sold
a
little
of
what
it
is
the
way
you
are
going
to
deploy
and
regarding
this
life
and
performance,.
What
I
do
want
to
mention
is,
in.
A
In
addition
to
certain
hardware
limitations
in
general,
there
would
be
several
several
chapters,
several
documentations,
and
now
there
is
a
tool
in
aipe
in
hyper
layer
to
make
a
benchmark
of
what
the
player
is
special,
but
well
now
it
is
based
on
several
productive
environments.
Well,
what
it
happened
with
version
14
when.
A
Comes
the
truth,
came
came,
I
would
say
the
first
see
mature
mission
that
allowed
to
generate
solutions
already
in
production
there,
in
this
case
just
say
that
you
introduce
some
services
for
and
checking
critical
and
general
operational
issues.
At
that
time
it
was
the
day
of
the
recommended
version
for
production
operations
and
colors
14.
What
I
work
for?
Basically,
a
new
set
of
quite
complete
tutorials
before
version
14
for
the
documentation
was
quite
quite
weak,
but
with
this
it
already
brought
us
a
new
type
of
documentation
by
the
way
to
the
values,
documentation,
curre
tly.
A
We
are
only
working
to
be
able
o
translate
the
bridges
and
more
updat
d,
but
In
n
general,
with
the
arrival
of
version
2,.
The
truth
is
that
it
became
much
more
mature,,
much
hotter,
and
especially
with
those
of
version
2,
that
in
general,
what
it
brought
was
already:
a
decentralized
governance
of
smart
contracts
and,
in
general,
with
the
version
2
onwards
began
to
use
images
of
not
being.
A
We
are
going
to
see
what
must
be
said
regarding
the
decentralized
governance
of
the
leader
contracts,,
because
the
truth
is
that
in
general
terms,,
what
happened
before
is
that
an
organization
could
have
the
capacity
to
install
and
distance
a
counter-leader,
even
without
the
approval
of
the
rest
of
the
network
participants.
That
was
somewhat
critical
because,
as
you
saw,
the
role
of
one
of
a
network
participant
is
usually
not
very
balanced.
It
usually
gives
it
a
competitive
advantage,
even
what
abraham
said
a
while
ago,
it
was
very
elementary,
no,
that
is,
as
the
pl
fabric
advances,.
B
A
A
Success
but
well
previously,
well
as
the
founding
member
had
an
important
advantage,
especially
when
you
are,
for
example,
kaká
now
with
rap.
Well,
basically,
as
you
can
see,
viewing
is
available.
There
is
no
longer
this
cluster
of
ordering
I
always
feel
in
the
service
in
the
best
player,
but
it
is
distributed,
but
in
relation
to
against
smart
contracts,
then
this
new
one
introduced
a
new
life
cycle
of
chanco
against
intelligent,
where
basically,
it
is
necessary
that
several
organizations
accept
the
parameters
of
chanco.
A
There
is
a
process
of
precision
of
the
more
deliberate
chain
code,
that
is
to
say,
more
agreed
upon
the
policies
of
backup
and
reconciliation
of
private
data
are
much
simpler.
The
packages
of
chen
corts
are
inspection
speaks
and
they
started.
Multiple
can
also
be
started
in
code
using
the
same
package.
The
packages
of
communist
chain
be
iden
tics
of
all
the
members
of
the
channel,
so
in
general
it
is
what
the
web
brought
for
more.
It
is
not
an
example:
okay
in
relation
to
the
generator
and
the
scott
launcher.
A
There
is
even
this
work
with
version
2
of
work
to
what
we
know
as
these
generators
and
change
external
launchers,
with
what
happened,
but
version
1
in
version
1.
We
have
another
this
scenario,
because
my
imagination
is
the
following:
when
we
create
a
nike
network
for
law
or
fabric,
what
we
have
is
that
we
usually
have
it
configured
in
a
file,
computation,
point
and
ml
this,
and
now
we're
going
to
see
more
le
script
in
this
same
class
about
bodies
and
stuff,
but
usually
we
have
a
file
and
ml
the
configuration
of
the
network.
A
B
B
A
Of
performers,,
okay
then,,
and
it's
not
yet
that
you
have
a
network
of
performers,
well,.
The
next
step
is
to
install
5
and
therefore
what
it
was
done
with
the
shelter
version,
15
11
1
point
x,
it
was
good.
First,
we
would
have
to
build
and
launch
co
in
each
of
the
nodes
in
this
way,
whatever
we
were
a
prisoner
of
what
is
called
the
installation
and
then
the
distancing,
the
installation
in
version
1
in
version
114.
Second,
in
reality,
what
it
did
was
simply
take
the
source
code
of
tuchín
code
and
install
it.
A
In
reality
it
is
not
an
installation
but
copy
it
inside
the
pil
0
and
each
one
of
the
participants
of
the
network.
Once
that
day,
we
made
an
instance.
I
lie
that
it
was
actually
a
process
in
which
you
took
discard.
With
that
code,
it
was
compiled
and
a
specific
docker
image
was
generated
from
change
that
was
executed
outside
the
container
outside
the
north
container,.
As
you
can
see,
here,
that
is,
for
each
node,.
A
The
zero
pin
here
creates
a
new
container
of
an
isolated
container
to
be
able
to
execute
the
chat
with
this,,
which
basically
means
that
the
idea
of
this
was
that
f
For
example,.
There
is
a
programming
error,,
a
pack
in
the
chaco,.
If
the
code
drops,,
then
the
container
that
is
here
falls,
and
it
does
not
end
up
doing
it,,
it
does
not
end
up
affecting
the
operation.
A
Of
the
rental
node,
in
any
case,,
currently
the
version
of
fabric
2,
because
basically
we
no
longer
need
optionally.
What
we
do
is
use
these
generators
and
launchers
that
comes
in
version
2,
in
which
we
can
execute
the
chunk
inside
the
container
of
the
participant
the
network.
In
this
way,
we
are
others
to
launch
a
new
container,
but
those
there
are
some
characteristics
that
usually
want
to
bring
to
brick
2
the
decision
to
do
it
inside
or
outside
the
truth,
because
it
really
depends
on
In.
A
I
just
want
to
highlight
from
this
diagram
that
in
general
we
naturally
have
a
flow,.
We
have
a
client
from
our
set
of
nodes..
As
you
can
see
here,
there
are
normally
these
nodes
or
pierce
that
have
a
particular
role
called
the
centers.
We
have
three
in
this
case.
We
have
a
management
service
cluster
and
we
have
an
internal
committee.
That
is
basically
byrne
that
is
not
within
the
policies
of
a
treatment.
A
So
basically,
what
I
have
to
tell
you
is
that
in
general,
a
client
application
It
usually
sends
you
and
presses
a
transaction
that
is
simulated
and
executed
by
each
of
the
two
without
pierce.
And
then
this
response
is
returned,
sweetened
and
signed
to
the
client
application,
and
then
the
client
application
sent
citizens
to
order
the
transaction
and
add
a
block
that
is
then
finally
sent
via
broadcast
to
all
nodes,
including
the
role
and
once
these
nodes
confirm,,
a
response
is
sent
without
forgiveness
to
the
client
application
so
that
it
can
receive.
A
B
A
B
A
Have
here
better,
we
have
a
scenario:
we
have
a
client
application
here,
as
you
can
see
the
client
application.
We
have
a
scenario
we
have
5
in
this
network.
Here
we
have
5
pierce,
but
only
these
3
here
are
part
of
a
policy
of
12
winds,
as
you
can
see,
here
is
0
1
and
2
can
sign,
while
3,
5
and
4
are
not
part
of
this
policy.
That
happens,
and
it
turns
out
that
we
also
have
here
the
ordering
service.
A
A
You
can
raise
a
playoff
network
even
without
enabling
security
and
without
doing
tele
is
therefore
everything
will
be
able
to
transact
pc
trip.
This
can
be
done
for
testing
purposes,
development
allows
or
I,
don't
know
for
what
you
see
relevant,
but
for
a
more
real
environment,
productive
committee,
a
limit
of
four
the
xerez
pss,
should
already
be
enabled,
so
that
everything
this
should
also
be
raised
from
ls,
so
that
everything
is
transacted
through
a
protocol
that
is
secure,
gps,
that
e
s
basically
secure
protocol
of
gbpc
rpc.
A
The
'pit
is
a
protocol
that,
on
what
transactional
frequency
is
part
of
the
suite
of
comes
with
the
avidity
of
gowland.
It
is
the
protocol
that
google
uses.
So
this
is
more
than
proven
every
time
in
the
end,
when
a
client
is
the
sdk,
so
I
start
a
transaction
using
protocol
first,
this
transaction
is
sent
synchronously
and
the
client
application
already
knows
in
advance,
which
are
the
new
ones
that
can
sign,.
Therefore,
it
sends
them
that
transaction
and
what
they
do.
It's
basically
the
following.
They
on
2012
execute
the
transaction.
A
It's
important
to
mention
that
at
this
point,
none
of
these
executions
are
going
to
update
the
ledger
each
execution.
What
it
does
is
capture
a
set
of
a
dataset
of
read/write
transactions
or
of
another
way,
r
w
or
said
another
way
it
captures
the
simulations
or
the
result
of
having
executed
the
smart
contract.
This
is
signed
and
encrypted
received
is
worth,
and
then
they
are
returned
from
the
client
application
each
of
these
in
12
hours.
A
View
validates
if
the
answers
of
the
three
are
the
same
are
correct.
They
were
sweetened,
and
only
in
this
step,
what
the
client
application
does
is
send
it
to
the
ordering
service
If.
It
is
serious,
everything
it
does
is
also
a
service
because
it
is
working
cross-functionally
for
the
entire
network,
and
what
happens
at
that
point
is
that
it
has
received
transactions
from
many
applications
in
a
decentralized
environment,.
A
As
you
can
see,,
there
is
not
only
one
application,
which
is
the
one
that
this
transaction
'not,
but
there
may
be
multiple
applications
that
are
transacted
that
are
executing
different
contracts.
I
Intelligent
applications
that
may
appear
to
the
participant
to
be
number
one
somewhat
above
number,
two
for
cement
13,
that
is,
we
arrive
at
an
environment
in
which
a
set
of
transactions
arrives,
sent
by
different
client
applications
from
different
participants,
and
what
we
have
here
is
to
ensure
to
order
those
transactions.
The
applications
send
these
responses
to
alcer,
to
be
ordered
and
whatever
happens.
A
The
elche
is
not
updated
and
the
client
application
is
notified
either
ok
or
not
the
client
application,
because
what
it
does
is
to
receive
this
asynchronously,
and
if
it
is
that
everything
was
fine.
Just
then
the
client
application
says.
Ok,
we
are
ready.
Then
there
are
seven
steps
that
it
seems
a
little
more
complex,
but
in
reality
what
What
happens
is
that
if
you
are
a
programmer
of
smart
contracts
or
you
are
a
programmer
of
file
applications,,
these
little
steps
are
practically
invisible
to
you..
A
B
A
A
Part
of
ipad:
what
comes
next
is
already
workshops.
So,
let's
see,
if
commenting
on
something
is
follow.
What
was
what
comes
next
is
a
set
of
workshops
where
you
are
going
to
move
mind
of
the
hands
and
start
practicing
1
today's
bag
is
not
this
one
receive
I,
want
to
anticipate
what
we
are
going
to.
B
A
Groups
that
is
grouped
under
a
domain
that
we
have
dominated
dotcom
arm
to
create
a
channel
in
which
three
members
or
three
organizations
will
participate
s
in
each
organization.
We
are
going
to
set
up
a
node
five
nodes
and
we
are
also
going
to
set
up
the
ordering
service,
a
service
that
allows
me
to
address
these
transactions
that
these
members
are
going
to
propose
through
their
client
applications.
A
We
are
going
to
initially
also
create
counterintelligence
that
I
with
two
very
basic
functions,
one
that
allows
you
to
save
and
another
that
you
can
query
for,
and
we
are
going
to
include
a
placement
policy
where
only
members
of
member
by
share
number
1
and
version
3
can
sign
transactions.
So
we
are
going
to
do
this.
We
are
going
to
do
from
scratch.
A
We
are
going
to
start
from
defining
the
first
line
until
we
have
this
working,,
but
in
order
to
get
there,
we
must
know
some
very
elementary
things,
and
an
elementary
thing
here
is
to
play,.
So,
for
today,
of
what
remains,
see
this
in
class,,
we
are
going
to
review
a
little
bit
of
dover
so
that
it
is
clear-
and
we
are
ready
of
the
class
people
to
be
able
to
do
all
this
Regarding
docker's
training
capacity,.
There
is
not
much
to
say
about
it,,
you
already
know
me,.
A
You
can
find
me
on
linkedin
or
through
the
community
channel,
and
well,
people
who
already
know
docker
can
possibly
contribute
much
more
than
I
can
to
do
in
this
class.
So
I
also
invite
you
to
be
able
to
interact
and
answer
the
questions
that
your
classmates
also
ask,,
claudio,,
who
is
here,,
is
a
very
powerful
guy
when
it
comes
to
two-sided.
Issues,
and
I
am
also
going
to
be
asking
him
to
help
me
with
some
explanations,
but
in
general,
well,.
This
is
to
do
a
training
plus
all
of
the
playoff
open.
A
What
you
want
from
me
is
that
you
can
flirt
a
little
with
the
doctor
and
that
the
next
class
already
has
basic
knowledge
of
him.
Then
the
great
dilemma
regarding
the
explain,
different
application
deployment
of
a
structure
has
to
go
to
regarding
what
is
the
use
of
containers
versus
virtual
machines.
Then
Well,
what
happens
with
virtual
machines,
as
you
can
see,
something
that
is
suddenly
very
common
for
most
of
us
here,
traditionally,.
We
have
been
using
a
very
powerful
server,,
an
iron,,
a
great
server.
B
A
Even
looks
like
a
freezer
that
is
home
to
what
large
companies
usually
buy
and
where
normally,
what
we
have.
There
is
great
hardware
with
a
host
operating
system
and
where
we
install
a
type
2
hypervisor
that
allows
us
to
virtualize
virtualize
machines
where,
finally,
what
we
do
here
is
live
and
mount
different.
Virtual
machines
like
this
operative
is
guest,
or
you
can
see
here
in
this
case.
I
am
raising
three
in
this
graph.
A
It
is
showing
that
it
is
raising
three
guest
virtual
machines
on
an
operating
system,
eyes
of
a
specific
server,
and
what
is
normally
done
here
is
what
is
in
this
requirement.
What
is
done
is
to
try
to
comply
a
little
with
the
issue
of
high
availability
d
in
productive
environments.
You
cannot
afford
to
have
only
one
service
of
an
application
if
it
crashes,
because
you
need
to
have
minimally
a
backup,
so
in
reality,
what
it
does
is
to
have
a
virtual
machine.
B
A
You
gave
I
have
them
right,
devin
de
binaries
and
shores.
What
can
you
do,
for
example,
and
you
install
it
had
the
python
program
you
install
it,
you
go
to
all
the
binaries
necessary
to
launch
the
application.
In
this
case
it
could
be
the
application
it
could
be.
For
example,
I,
don't
know
a
web
application
that
is
playing
on
tom
cat,
but
in
any
case,
this
application
is
the
nothing.
A
What
we
start
to
see
what
If
it
happened,
we
repaired
it
and
lifted
it
from
the
application,.
So
what
is
the
challenge?
Here?,
In,
general,?
Maintaining
a
structure
of
this
style
is
usually
more
expensive
and
it
is
usually
very,
very
challenging
to
maintain
the
national
continuation
and
I
told
you
from
my
own
experience,
provisioning
a
virtual
machine
that,
for
example,.
A
They
explain
to
me
a
particular
application
that
they
are
giving,.
It
can
be
a
process
that
lasts
not
one
or
two
hours,.
It
can
last
six
or
eight
hours
in
the
best
of
cases,
or
it
can
even
reach
24
hours
or
more,.
Even
in
critical
industries
such
as
the
financial
industry.,
you
can
get
to
go
through
a
problem
in
which
the
application
went
down
and
it
can
take
up
to
24
hours
until
you
set
up
a
new
virtual
machine
that
allows
you
to
respond
to
the
specific
scenario,
for
example,.
A
You
have
a
high-concurrency
scenario,
for
example,
and
suddenly
it
exists
one
on
the
15th
and
30th,
where
everyone
went
to
make
transfers
or
withdraw
the
part
from
their
bank
because
they
have.
It
is
an
impressive,
transnational
load.
That
means
that
the
two
instances
that
your
provision
makes
or
the
five
instances
that
pressure
it
are
not
enough,
and
therefore
you
need
to
scale
horizontally.
It
exists
to
add
more
power
to
be
able
to
respond
to
requests.
These
scenarios
are
very
common
in
this
type
of
deployment.
B
B
A
B
A
That
is
why
we
generally
have
a
camera,
if,
several
years
ago,
an
alternative
that
is
no
longer
not
even
an
alternative
in
various
industries
depending
on
the
country
where
you
are
surely
I
have
seen
that
in
several
countries
this
continues
to
be
something
that
others
in
other
countries
from
other
industries
are
still
starting
to
do
,.
They
are
usually
already
a
de
facto
or
desirable
standard
or
an
essential
policy,.
A
B
A
A
And
safer
and
then
a
very
safe
life
to
be
able
to
answer
3,
in
which
I
just
wrote
that
you
said
that
in
practice
you
have
a
server
and
a
server.
A
machine
will
always
have
hardware
with
an
operating
system,
but
here
we
are
no
longer
others
have
a
type
2
hypervisor
and
we
no
longer
need
to
have
any
kind
of
having
seen
a
forecast.
It
is
basically
a
component
that
allows
you
to
virtualize
an
example
of
that
they
can
be
good
to
save
virtualbox.
These
are
the
permission,
naturally,
in
the
productive
areas.
A
These
applications
package
them
in
images
that
raise
containers
containers
a
very
common
word
for
those
who
allow
you
to
package.
The
application,
nothing
with
all
its
various
libraries
say
what
is
it
that
I
have
a
kind
of
application
version
and
for
in
addition
to
that
and
added
the
binaries
of,
should
the
configuration
of
the
files.
A
So
that
it
packages
it
in
something
that
we
we
call
as
an
image
that
can
be
equivalent,
for
example,
something
like
in
the
case
of
jawzjan,
for
putting
a
simple
energy,
but
that
is
capable
of
getting
up
and
getting
up
in
a
matter
of
seconds.
That
is
to
say,
if
youtube,
what
happens
is
that
you
are
operating
here
in
the
application
without
any
problem,
but
the
application
sees
that
you
had
a
big-bang
here,
a
large
amount
of
concurrence.
A
We
are
talking
about
saying
the
above,
as
they
will
be
able
to
realize
the
benefit
that
they
can
get
from
the
course
of
ay
perla
yesterday
for
the
fact
that
it
is
ultimately
a
little
more
complete
than
you
expected.
Possibly,
if
you
are
thinking
of
adopting
what
I
can
tell
you
not
to
recommend
that
you
do
it.
B
A
B
A
B
A
A
Who
created
this
has
been
the
dot
cloud
company
that
we
now
know
as
do
care
inc
when
we
go
a
little
further,
I
will
talk
about
the
benefits,
so
I
am
not
going
to
stop
here
too
long,
and
what
I
do
want
to
show
here
is
how
it
has
worked.
Basically,
look
at
the
operating
system,
jos,
in
what
you
have
uninstalled
a
docker
server
or
daemon,
where.
B
B
A
B
A
B
A
B
A
More,
but
what
we
do
it
on
the
host
on
the
jónsson
machine
we
have
docter
installed
with
the
client.
We
communicate
with
the
daemon
to
touch
this
domain.
That
allows
us
to
do
various
actions.
For
example,
in
this
case,
there
is
a
set
of
files
that
allows
you
build
these
images
in
these
files
called
docter.
You
put
the
instructions
so
that
it
stops
to
create
the
image.
The
luck
of
this
is
that
it
is
very
similar
to
the
bathroom.
A
A
Course
we
are
not
going
to
build
any
images.
We
are
going
to
make
images
that
are
made.
So
do
n't
worry
about
this,
so
second,
because
in
this
case,
how
painting
works
simply
you,
for
example,
build
your
image
when
carl
bildt,
this
is
communicated
to
the
docker
domain
and
from
local
media.
Once
you
build
an
image,
these
images
stay,
for
example,
hosted
on
mainly
initially
they
they
are
hosted
in
your
local
image
repository,
but
you
can
also
publish
them
to
a
public
or
private
docker
registry.
A
It
does
not
matter
the
public
registry
of
playing
that
call
that
the
hub
there
are
some
companies
that
prefer
to
create
their
private
registry,
where
you
can
make
a
publication
to
make
a
publication.
You
use
the
pull
command
that
sends
to
that
image
in
this
regard.
I
register
this.
If
there
is
not
much
because,
for
example,
you
build
an
image
that
you
want
to
be
used
by
your
community
or
your
entire
development
team.
So
what
happens
there?
Is
that
more
between
delivering
or
releasing
you
apply
solutions
already
packaged
and
ready
to
run
desirable?
A
This
does
achieve
it.
You
will
integrate
with
6.
It
is
seen
with
continuous
interaction
and
continuous
deployment.
It
is
much
more
powerful.
That
is
a
very
powerful
area
that
if
you
are
thinking,
for
example,,
of
giving
your
professional
career
a
tremendous
balance,
I
recommend
that
you
start
working
a
lot
on
this,
and
especially
with
what
is
said
about
this
is
very,
very
powerful,,
very.
B
A
Paid,
I
recommend
it
to
you
based
on
experience,.
That
is
an
area
that
is
being
very,
very,
very
in
demand,
and
that
requires
professionals
like
you,,
but
going
back
to
the
subject,.
The
point
is
that
you
can
publish
the
images
and
then
just
use
them,,
not
just
on
the
side,.
You
already
have
the
image
either
in
your
local
repository
or
in
your
registry
server,.
A
You
will
always
need
the
image
that
is
local,,
even
if
it
is
published
in
the
city
on
the
registry
server,,
you
will
always
have
that
you
publish
it
and
then
you
can
from
its
image.
You
raise
a
porter
that
basically
already
has
an
entire
application
that
is
working
with
a
doctor.
One
of
doubts
is,
then
there
is
not
much
to
say
and
what
I
have
just
mentioned
is.
If
you
are
going
to
need
docker
clients,
there
is
a
woman
who
is
running
on
the
host
machine
in
this
story.
A
There
are
other
important
things
regarding
searching,
for
example,
comfortable
that
machine.
We
are
not
going
to
use
what
machine
in
this
online
course
and
that
I
manufacture
it,
but
I
recommend
that
you
use
it.
It
is
very
good
to
be
able
to
lift
machines
also
what
the
elementary
campus
is
to
say,
although
it
is
true,
for
example,
you
can
lift
an
application
that
is
packaged
in
an
image
works
best
when
it
sticks
to
reality
and
what
we
know
how
to
describe
an
application
on
its
own
is
not
going
to
do
anything
in
real
life.
A
What
we
have
is
a
set
of
applications
that
interact
with
each
other.
Therefore,
what
the
compound
that
allows
me
is
to
define
a
compound
or
complex
application
than
a
single
file
that
allows
me
to
configure
an
application
n
multi-container
to
be
able
to
build
what
exactly
we
do,,
for
example,
to
build.
A
You
already
realized
that
there
is
but
I
made.
You
realized
that
we
use
different
components:
the
order
to
boil
the
bid,
the
code
and
other
components,
if
all
that
has
to
have
some
kind
of
some
kind
of
they
are
going
to
have
to
interact
and
therefore,
well,.
We
are
here
to
define
this
in
a
single
file
so
that
the
next
network
can
be
built,.
A
A
A
A
B
A
There
all
this
helps
me
to
contract
with
the
registration
pencil.
There
is
not
much
that
yes
in
this
regard,
I
am
going
to
concentrate
more
than
everything
on
what
we
are
working
on
then
well,
nothing
well
I'll
go
to
you
to
say
that
we
are
going
to
try
to
advance
the
installation
of
doctors,
and
now
we
overcome,
if
it
is
that
you
You,
are
also
the
two
of
us
who,
well,
I,
recommend
that
you
please
go
here,
here.
I
have
the
project,
as
far
as
the
community
of
the
course,.
A
A
And
therefore,
by
default,
this
always
works
to
work
with
your
personal
consumption,,
but
since
it
is
a
course,,
I
have
seen
that
most
of
the
time
between
putting
sudo
and
not
sudo,,
things
get
complicated,.
So
the
preferred
thing
is
to
place
a
doctor
fish
here
so
that
all
users
can
interact
with
it.
B
A
A
B
A
How
this
works
for
you,
if
you
have
a
message
like
the
one
on
the
screen,
you
mean
that
you
have
been
correctly
not
wanting
and
that
it
is
working
for
you,
and
you
will
also
be
able
to
work
on
this
workshop
that
we
are
in
right
now.
What
happens?
What
happened
after
these
command
phrases
so
simple,
because
the
first
thing
that
was
used,
that
happened
is
that
it
can
actually
be
validated
that
the
doctor
client,
that
is
there-
is
this
client
that
I
am
using
here
in
this
command.
A
From
my
point,
it
was
possible
to
contact
the
fear.
Second,
what
happened
is
that
the
docker
daemon
managed
to
download
the
hello
world
image
from
educate,
and
today
he
had
a
purpose
and
it
has
been
downloaded
and
third,
what
happened
is
that
the
domain
of
oct
managed
to
create
a
new
dining
room
from
the
image
that
was
downloaded
and
fourth,
what
was
seen
is
that
the
dominator
ter
also
managed
to
send
a
text
output
inside
to
that
this
is
presented
in
the
terminal
that
we
are
seeing
on
the
screen.
A
Now
it
is
true,
I
had
here
and
I
already
had
my
my
image
in
fact
here,
as
you
can
see,
if
I
put
google
image
all
the
images
that
I
have
children
appear,
I
have
a
lot
of
things
here
here.
I
have
some
smart
with
trans
that
I
have
created
delete,
but
knowing
images
I
have
here
here,
I
can
see
that
effectively
I
already
downloaded
the
image
hello
world.
Okay,
this,
in
fact
it
is
estimated
that
for
what
I
see
the
last
version
was
downloaded,,
which
was
from
7
months
ago,.
B
A
Here,,
what
gm
gm
and
gm
is
the
command
that
allows
me
to
delete,
commented
was
confirmed
which
place
and
there
the
image
was
deleted.
Okay,
then
I'm
going
to
go
check.
If
I
have
here
when
fer
p2p
s
less
I
can
see
the
containers.
That
is
what
is
on
my
host
machine
and
less
known,
I,
see
those
that
are
no
longer
running.
A
A
hair
world
and
there
it
is
look
nair
and
they
tried
to
search
for
the
image
locally
and
well.
They
couldn't
find
it.
What
they
did
was
contact
doctor
hub.
They
downloaded
the
image.
There
is
a
complete
pool,
the
image
has
an
identifier
and
then
the
cam
before
the
container,
and
it
shows
on
the
screen.
A
They
are
already
separated,
as
you
can
see
here,
what
is
the
joke?
Not
here,
I
got
off
of
been
registered
an
image,
and
then,
apart
from
this
image
here,
a
new
container
is
created,
it
was
raised,
it
was
done
its
action
and
then
it
just
fell
nothing
else,
then
that
is
the
simplest
example
that
can
be
in
life.
Now
we
are
trying
to
advance
something
a
little
more
complete.
A
What
can
I
say
about
it?
Look
to
download
the
image
you
realized,
I,
don't
know
just
I
can
use,
go
downloading.
Different
types
of
images,
for
example
viable
on
example,
to
paint
to
pay.
Linux
is
a
distribution
of
a
very
light
image
that
brings
a
line
is
very
very
light.
I'm
going
to
make
sure
If
I
don't
have
that
image,
I'm
going
to
check
and
docter
network
space
images
to
the
country,,
so
I
filtered.
B
A
A
The
hide
command
allows
you
to
download
and
with
the
country
the
name
of
the
image
is
ready
and
there
it
is
looking
for
the
latest
version
and
it
has
just
been
downloaded.
As
you
can
see,
it
is
downloading
latest
version.
You
can
put
the
floor
command
with
two
points
of
the
tag
or
version,
and
you
can
now
download
a
particular
version.
Yes,
next.
A
What
else
can
we
live?
Seeing,
although
now
the
issues
are
already
downloaded
from
you
to
the
country,
and
now
you
feel
like
vacation
and
you
downloaded
a,
and
it
is
not
very
very
light.
Now
we
can
launch
containers
from
the
image
to
the
bread
that
we
have
downloaded.
This
is
very
simple:
you
can
simply
launch
the
room
command.
You
can
to
do
this.
We
already
saw
it
in
hello
world
in
particular.
A
B
A
You
are
going
to
do
it
achieve
and
there,
as
you
can
see,
simply
simple,,
since
I
have
just
been
offered
a
lame
directories,.
These
directories
are
not
those
of
my
machine,
if
I
do,,
because
if
I
do
the
sml
of
mine,
I
only
have
this,.
This
is
the
same
machine,
then
the
set
of
directories
of
it
al
country
did
modify
verified
that
what
happened
here
as
you
can
see,
yes,
that
in
the
country
the
sml
got
up
and
executed
this
command
and
that's
it
and
it
just
did
the
same.
Then
that's
regarding
the
meters.
A
A
A
A
A
A
A
A
A
B
A
B
A
This
web
application
is
written
in
python.
This
is
written
with
flash
and
we
are
not
going
to
use
the
web
application
absolutely
to
touch
only
we
are
going
to
create
the
container
there.
What
we
are
going
to
do
is
locate
we
write
local
file
and
then
we
are
going
to
execute
it
in
our
pcs.
The
result
is
going
to
be
a
web
with
kitten
chips.
A
But
well,
then
what
are
we
going
to
do?
The
first
thing
is
to
create
one
python
application
then
write
a
doctor
file.
I
am
not
going
to
do
this
now,
because
the
time
what
I
do
want
to
highlight
here
is
the
profile
file.
We
go
into
a
little
detail
to
see
how
this
works.
This
is
going
very
fast.
Please
write
me
in
the
comments
and
I'm
going
to
okay
here.
I
have
the
web
application
of
frança.
Okay
and
here
I
have
myself
on
the
beach
on
television.
A
B
B
A
A
B
A
A
A
B
A
A
A
A
What
is
going
to
happen
is
that
we
are
automatically
going
to
use
the
latest
version
which
is
equivalent
to
this,
but
in
my
case,
I
am
going
to
leave
it
as
it
is
second
of
what
others
do
to
execute
this
application.
If
I
wanted
to
launch
it,
shindo
that
it
is
on
my
machine
point
machine
that
you
are
seeing
on
the
screen,
I
must
necessarily
have
python
installed
because
it
is
a
python
application.
So
what
happens
given
that?
A
What
I
am
doing
is
using?
What
I
need
here
is
to
make
sure
that
this
image
is
not
packaged
and
I
already
have
python
installed,
so
that
this
installation
of
payton
does
not
happen
every
time.
I
start
a
new
instance
if
it
has
a
new
ka
bank
ká
of
what
the
image
is
already
installed.
Therefore,
what
we
do
should
go
number
5
is
to
install
and
toni
tips
so
that
everything
is
ready.
Remember
that
the
joke
of
using
ocher
images
is
that
everything
is
configured
and
everything
is
ready.
A
We
install
pib
and
the
number
this
is
elementary
for
that
the
application
works
as
being
python
and
updating
it
and
the
year
number
11.
What
we
started
to
do
is
something
else
at
home
finish.
The
first
thing
to
drive
an
application
is
that
the
files
of
that
application
are
available
and
therefore,
what
do
we
do
from
here
is
a
pop
command
and
we
are
inserting
the
files
from
the
host
to
the
image,
that
is
to
say
the
files
that
are
here.
A
A
Carmen's
file
to
directory
jose
r,
the
app
and
after
that,
what
we
do
is
install
and
here
what
we
do,
others
run
installation
of
the
payton
requirements.
Then
again
we
copy
the
files
required
for
the
application
to
work,
so
we
copy
the
copy.
The
application
pointed
paste
in
the
directory,
you
euros
app
and
we
make
sure
to
copy
the
rest
of
the
files,
that
is,
the
index
file
is
here.
We
copy
it
in
the
templates
property,
but
what
is
left
of
it
is
in
you
when
I
have
all
this.
A
A
Is
go
and
have
a
script,
or
we
tell
the
person
who
made
the
application
to
install
where
here
it
is
basically
going
to
do
the
same
thing,
dance,
python
and
copy
the
directories
of
the
files
necessary
for
the
application
to
work
like
this.
We
do
this
and
then
what
is
going
to
be
is
to
launch
the
application
using
the
python
command.
What
we
do
is
automate
is
to
package
it.
In
the
cloud
of
19,
we
decided
to
expose
port
5000
so
that
it
looks
for
where
the
application
is
going
to
work.
It
seems
room
5000.
A
It
is
the
port
of
the
container
not
of
the
container
as
it
is
raised.
Then
we
can.
We
make
a
match
between
the
port
of
the
container,
with
the
port
of
the
host
machine.
It
is
she
we
will
see
later
and
then
what
we
do
then
raise
the
command
raise,
enjoy
the
python
command
without
more
to
say,
simply
what
we
are
going
to
do
here
is
to
do
the
same.
A
From
the
name
that
I
am
giving
it
and
as
a
point
I
tell
him
to
run
what
it
is
when
it
thinks
it's
there
in
the
directory,
because
that's
all
in
the
anthology
and
what
it
starts
to
do
is
just
call
docker
media
and
run
when
carl
file
and
what
it
does
is
step
by
step.
All
we
want.
Another
syndicate
in
this
case
is
installing
python
doing
the
division
of
gdp
and
I
already
have
my
image
of
what.
A
On
your
internet
connection
and
also
the
processing
capacity
you
have
on
your
machine,
this
can
be
paid
more
or
less
I
have
a
machine
contracted,
32
gigabytes?
It
is
one
and
7
of
the
latest
generation
with
about
eight
88
or
cpu
computers.
So
you
can.
It
is
very
good
to
create
this
type
of
thing,
but
if
your
machine
is
a
little
different,
maybe
with
less
capacity
it
will
take
longer,
but
well
here
it
already
created
me
automatically,
not
even.
B
A
A
A
B
A
A
Command
room
now
I
want
I,
want
to
make
it
easy
for
myself
next
mission
I'm
going
to
raise
this
application
for
me,
compare
by
imagining
in
port
88
88,
but
in
the
application
python
is
up
on
port
5000
I'm,
going
to
assume
that
my
port
5000
is
busy
and
the
only
one
on
my
host
machine
and
friend
port
that
I
have
available
or
the
one
I
want
has
been
using
that
port
888,
so
I'm
going
to
do
hey
configure.
So
that
happens
before
from
that.
B
A
Just
poker
room
in
the
port
option,,
not
my
port
of
the
host
machine,,
the
port
of
law
defined
in
the
image,,
the
name
of
the
container
comen
2
unam,
with
the
space
I
am
going
to
put
my
first
up,
or
it
is
the
name
of
the
container.
No,
oh,
my
first
container
what
you
decide
and
then
you
have
to
define
here
with
space
the
name
of
the
container
that
you
go,
the
name
of
the
image
that
you
are
going
to
use
to
get
up
container
called
mindfulness
container.
A
A
A
A
The
important
thing
is
that
it
works,
and
so
it
is
simply
created
a
very
simple
image
that
was
an
image
to
raise
an
hour
part
of
images,
very,
very
simple.
So,
as
you
can
see
here,
I
already
get
the
requests
that
I
am
sending,
and
here
the
404
of
being
a
course
javi
with
faith
with
point
and
comma
regarding
what
it
is
that
we
need
to
advance
until
we
try
this
application
composed
of
votes
of
application
composed
of
votes
since
in
front
of
the
microphone
to
tell
you
something
that
is
what
with
post.
A
B
A
A
N
nation
plan,
although
it
receives
a
vote,
that
is
a
that,
maintains
a
base
of
other
types
of
networks,
and
then
there
is
a
container
this
district
in
dot
net
processes,
the
votes
and
the
result
is
sent
by
a
power
of
attorney
and
then
the
result
of
that
is
presented.
An
application
of
noise
results,
and
so
the
application
is
quite
interesting
because
it
combines
a
bit
of
mejías
all
within
a
single
purpose.
A
A
A
B
A
Leave
this
as
an
editor,
everyone
leaves
it
They
will
and
as
a
commenter,.
Those
who
want
to
have
viewing
permissions
ask
me
for
it
and
they
contribute
it
and
I
give
them
viewing
permission,.
In
the
meantime,
he
left
only
the
commenter
permissions
so
that
he
can
see
himself
see.
It
is
like
that
I
have
no
problem.