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From YouTube: IncEng MLOps Update - 2022-06-02
Description
Continuous growth on comments for Notebook Diffs, Rendering Images on notebook diffs, Next Steps
All Updates: https://gitlab.com/gitlab-org/incubation-engineering/mlops/meta/-/issues/16
A
Welcome
everyone
to
another
update
for
the
envelopes
incubation
engineering
today
is
june,
2nd
and
for
those
that
are
new
here
or
happen
to
follow
my
last
updates.
My
name
is
eduardo.
I'm
the
single
engineer
group
for
mlabs
and
I
operated
under
the
single
vision
of
making
gitlab
a
tool,
data,
scientists
and
machine
learning
engineers,
love
to
use
and
within
this
something
that
we'll
be
putting
effort
on
is
improving
jupiter
notebook.
A
Depths
jupiter
notebooks
are
very
important
part
of
data
science
workflow,
and
there
wasn't
really
a
good
option
for
diffing
and
commenting
and
cool
real
for
notebooks.
So
we
are
adding
these
into
gitlab.
We
added
this
already
in
14.5,
and
we
see
that
we
added
14.5
was
december
2021
and
we
see
after
this
a
huge
jump
in
the
number
of
comments
left
on
different
books.
Diffs,
meaning
users
are
actually
using
it.
A
We
will
the
new
feature
that
we
are
adding
is
we
are
displaying
all
the
images
from
the
notebooks
jupiter
notebooks
already
have
images
embedded
into
them
is
one
of
the
biggest
pluses
of
duplicate
books
and,
right
now,
when
you
open
a
diff
either.
It
just
shows
like
this
huge
string
base64
that
completely
couples
the
the
the
diff
or
it
shows
us
a
hidden
output,
which
was
an
improvement
that
we
did,
but
it's
already
embedded.
A
So
we
can
just
well
display
this
now
with
the
displayed
images,
the
data
scientists
can
both
can
discuss
both
the
code
and
the
result
of
that
code
as
well
within
that
sim.
Mr,
so
that's
really
powerful
and
I'm
really
excited
about
this
feature
that
will
be
really
releasing
really
soon.
It's
under
the
merge
request
is
in
the
review,
but
it
will
be
soon
very.
It
will
be
out
very
very
soon,
so
I'm
very
excited
about
this
feature
as
well,
and
we're
also
working
on
user
feedback.
A
This
is
because
we
have
a
limitation
gitlab,
that
of
a
maximum
size
of
the
diff
or
of
the
original
file,
and
since,
while
juke
notebooks
have
images
embedded
and
things
like
that,
the
size
easily
goes
over
that
limit,
even
though
the
rendered
version
that
we
create
are
a
lot
smaller.
So
we're
trying
to
find
ways
to
circumvent
this.
This
limitation
and
we'll
have
something
on
this
out
very
soon
and
what's
next
so
rendering
images
is
going
to
be
the
latest
feature,
I'm
adding
into
this
introductory
block
diffs.
A
I
wanted
to
deliver
a
rentful
rendered
on
super
notebook
dev,
but
that
won't
be
possible
with
the
current
code
base.
So
and
then,
as
I
mentioned,
I'm
a
single
engineer
group,
meaning
I
am.
This-
is
all
my
ownership
and
I'm
putting
a
lot
of
my
time
into
maintenance
right
now
and
I
need
to
move
on
to
checks
for
other
areas.
A
So
I
will
be
dedicating
a
bit
of
time
towards
performance
and
user
feedback
mostly,
but
I
will
not
be
adding
any
new
features.
For
example,
I
will
not
be
adding
swappable
diffs
for
merge.
Requests
like
we
have
for
commit
on
the
commit
page
you
can
swap
between
the
the
rendered
and
the
raw.
This
will
not
be
available
for
the
mars
page.
The
work
necessary
for
this
to
happen
over
there
is
way
beyond
what
I
can
do
myself,
and
I
will
leave
this
for
for
later.
A
Instead,
I
will
be
working
on
exploring
integrating
gitlab
with
ammo
flow
or
other
model
registry.
This
is
a
request
that
has
been
going
up
very
frequently,
and
I've
already
spoke
about
this
a
bit,
and
this
will
be
the
focus
that
I'll
be
starting
as
soon
as
I
are
alone
finishing
up
notebook
devs,
that's
it
what
I
have
what
I
have
for
today.
Thank
you
for
watching
and
bye.