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JMP Live 17: Kicking Collaboration Up a Few Notches (2022-US-45MP-1086)

Eric Hill, Distinguished Software Developer, SAS Institute
Chris Humphrey, Principal Software Developer, JMP

 

After JMP Live 16 was released, the JMP Live team and JMP product managers sorted through feedback from JMP Live customers and prospects. We then set out to address as many of these requests and concerns as humanly possible for JMP Live 17. The result is a virtually complete overhaul, designed to enhance collaboration and automate data updates. Whether your company has adopted JMP Live already, or you are still thinking about it, this talk is a must-see to understand what's coming. 

 

JMP Live 17 adds the concept of spaces, which provide a much more flexible way to create separate areas where different groups can collaborate and define who can create content and who can only view it. Another exciting aspect is the ability to update data in JMP Live directly from a database, without the need to rely on external tools like Task Scheduler.  

 

Come see what's new!

 

 

-Well,  thanks  everybody  for  coming.

Today,  we're  going  to  talk about  JMP  Live  17

and  how  it  allows  you to  collaborate  better  with  JMP.

My  name  is  Eric  Hill,

I  am  a  developer on  the  JMP  Live  team,

and  my  co- presenter  Chris  Humphrey, is  also  a  developer  on  the  JMP  Live  team.

Thought  I'd  start  by  reminding  everyone what  JMP  Live  is,

and  then  we  can  talk  a  little  bit  more about  what's  new  and  JMP  Live  17.

We  introduced  JMP  Live back  in  the  JMP  15  cycle

about  three  years  ago.

And  what  JMP  Live  is  a  web  application that  you  access  through  your  browser.

It  is  private  to  your  company, so  nobody  can  see  the  content

of  your  JMP L ive  instance  other  than  you and  your  company.

It  can  be  installed  on  premises at  your  company,

or  you  have  the  option  of  having JMP  host your  JMP  Live  instance  on  AWS,

either  way  it's  still  private to  your  organization.

The  main  purpose, at  least  when  we  started JMP  Live

was  to  allow  people  who  use  JMP experts  who  create  analyses,

to  be  able  to  publish  them  to  a  place where  people  who  don't  have  JMP

could  see  them  and  interact  with  them.

There's  a  lot  of  interest  that  people  have in  sharing  their  JMP  discoveries

with  people  who  don't  have  JMP,

and you  can  already  do  that with  screenshots  and  powerpoints

and  various  things.

But  those  things  lack an  important  characteristic,

and  that  is  the  interactivity that  JMP  is  known  for.

With  JMP  Live, you  can  share  your  discoveries

in  a  way  that  allows  people to  interact  with  them

in  many  of  the  same  ways  that  they  can that  you  can  when  you're  in JMP .

It  also  allows  people  who  do  not  have JMP , that's  the  main  thing.

The  main  thing  it  allows  people  to  do is  people  who  don't  have  JMP

to  see  and  interact  with  your  content.

In  17,  we've  added  some  features to  facilitate  collaboration

between  people  who  do  have  JMP,

so  even  if  you and  your  colleague  both  have  JMP

there's  value  in  publishing  both  data and  analyses  to  JMP  Live

so  that  you  can  collaborate and  make  each  other's  analyses  better.

Another  thing  that  we  have  added  in  17 is  the  ability  to  publish  analyses

that  will  automatically  update when  new  data  becomes  available.

And  that  was  a  big  customer  request and  prospective  customer  request

that  we've  had  in  the  couple  years that  JMP L ive  has  been  out,

so  in  17,  we  are  delivering  that  feature.

Things  that  are  new  in  JMP  Live  17.

Well,  we  have  this  concept  of  spaces

that  you'll  see  a  lot during  our  demo  today.

A  space  is  an  area  of  JMP  Live

that  you  can  restrict to  a  certain  group  of  people.

A certain  group  of  people

may  have  the  right to  publish  content  there

or  view  content  there, or  edit  content,

improve  or  script  the  data, updates,  those  things.

So  that's  what  a  space  is.

We  have  greatly  streamlined the  publishing  process,

and  you'll  see  that  in  a  couple  places in  our  demo  today.

We  now  support unlimited  file  folder  hierarchies.

So  in  previous  versions  of  JMP Live , you  had  the  root  level,

and  you  could  create  one  level of  folders  on  top  of  that,

but  beyond  that,  you  couldn't  continue to  create  folders  at  lower  levels.

Well,  now  in  17,  you  have  a  complete  hierarchy  of  folders,

so  you  can  organize  your  content, however,  makes  sense.

There's  also  a  new  feature  in  JMP L ive  17 called  Open  in  JMP.

So  you  can  be  using JMP  Live and  you  can  look  at  an  analysis

that  you  want  to maybe  take  further  in  jump.

You  want  to  see  if  you  could  add  something to  that  analysis

or  improve  it  in  some  way.

Well,  now  that  you  can  open  it directly  into  JMP

and  if  you  have  JMP on  your  machine  of  course,

and then  you  can  start  working  on  it, improving  it,  experimenting  with  it,

to  see  if  you  can  add  to  it.

So  we'll  again,  seek  some  examples of  that  in  our  demo.

And  then  the  one  I  alluded  to in  the  last  slide  schedule  data  refresh,

the  ability  to  create  a  script hat  knows  how  to  refresh  your  data,

and  then  to  run  that on  a  schedule  every  5 m inutes,

every  day,  every  week, however  you  want  to  do  that.

Now,  the  premise  of  today's  demo is  that  Chris  and  I  work  together

at  a  manufacturing  company, that  manufactures  widgets.

And  we  are  responsible for  some  of  the  products,

five  of  the  products  for  that  company, five  of  the  widget  products,

and  each  of  those  products has  a  certain  yield

that  gets  reported  every  day.

And  we  need  to  find  ways to  present  that  are  helpful  to  both  us

and  our  colleagues  at  the  organization.

So  we're  going  to  collaborate, work  together

to  come  up  with  some  analyses that  we  think  are  beneficial

in  that  regard.

So  Chris,  have  you  gotten  started at  all  with  the  analyses

of  the  yields  of  our  widgets?

-I  have, I  will  share  my  screen,  sorry.

Eric  and  I  work  on  a  few  different  parts,

and  we  have  a  couple  data  tables that  we  use  to  track  the  yields

for  those  different  parts.

The  first one  is  a  simple  data  table with  all  five  parts

that  we're  responsible  for, with  their  yield  values  over  time.

So  this  is  something that  I  need  to  share

with  the  rest  of  the  group.

So  I'm  going  to  create  a  simple  report that  shows  the  yield  over  time.

So  I'll  use  graph  builder  for  this.

I'll  drag  the  date  to  the  X  column, one  part  to  the  Y  column,

and  now  I  have  a  report that  shows  my  yield  values  over  time

for  this  one  part.

I  could  create  four  more, one  for  each  of  the  remaining  parts,

but  I  think  it'll  be  a  lot  easier  to  use if  I  add  a  column  switcher  to  this  report,

switch  out  the  part  that  I  added  earlier

with  the  five  parts that  are  in  the  data  table,

and  now  I  can  see  every  part in  one  report.

I  can  switch  between  it and  see  the  yield  values

for  those  different  reports or  those  different  parts

all  in  one  report.

So  I  think  that's  good.

The  second  data  table  that  we  use is  a  fit  model  for  a  photo  process

that  we  run.

This  model  has  four  factors, three  responses,

and  there's  a  script already  in  the  data  table

to  run  a  fit  lease  squares that  gives  me  a  profiler.

This  allows  me  to  see  the  interaction between  the  different  values.

I  can  change  the  values  to  see  how  it

impacts  other  values, and  pretty  useful  to  the  other  engineers.

So  I  think  this  is  a  report that  I'd  also  like  to  share

with  the  group.

So  in  the  past, I  would  either  have  to  share  my  data  table

with  a  script  that  others  could  run.

I  could  do  screenshots,

which  I  would  lose  all  the  interaction ability  of  these  reports.

Or  maybe  I  could  do  a  pdf  also, it's  not  interacted.

But  with   JMP Live, I  can  publish  these  reports  to   JMP Live

directly,  so  others  can  use  them  just  like I  have  here   in JMP.

So  I  go  to  publish,  file  publish,  publish reports  to   JMP Live.

And  JMP  is  now  setting  up a  connection  to  my   JMP Live  server.

I  set  that  up  previously in  my  managed  connections.

The  first screen  you  see  is  two  reports, actually  a  list  of  the  reports

that  are  open  in  JMP.  These  are the  two  reports  that  we  just  created.

I'll  select  both  of  those.

And  down  here,  I'll  also  make sure  the  publish  new  is  selected.

This  is  a  new  publish  to   JMP Live.

I'll  select  next.

And  now,  as  Eric  mentioned  earlier,

I  need  to  pick  the  space  that  we  use to  collaborate  as  a  group,

or  right  now  Eric  and  I  are  working on  this  before  we  share  it  with  everyone.

So  I'm  going  to  use  the  Eric  and  Chris space  that  he  and  I  have  access  to.

Within  the  space,  I'll  create   a  new  folder  called  yields

to  store  our  data  and  our reports.

I make  sure  that's  selected. And  I  click  next.

The  next  screen  shows  me  the  reports that  are  going  to  be  published.

I  see  my  yield  report  and  my  fit  model.

And  so  I'll  give  him  a  new  title,

and  I'll  change  this  one  something a  little  more  appropriate.

And now  I'm  ready  to  publish.

I'll  hit  the  publish  button. And  at  this  time,

JMP  is  sending  the  reports  and  the  data up  to   JMP Live  to  publish  it  on  the  web.

The  results  screen  appears, and  I  see  three  sections.

First is  the  location,

that's  the  yields  folder  that  I created  in  the  space,  Eric  and  Chris.

Second  section  are  the  new  reports.

That's  the  two  reports that  we  were  working  with  in  JMP.

And  the  third section  is  the  new data  that  was  added  to   JMP Live.

T hese  are  the  data  tables

that  are  used  to  support the  two  reports  that  we  sent.

All  of  these  values  are  hyperlinks.

So  if  I  click  on  the  yields, I've  brought  to  a  folder  on  the  web

that  shows  the  two  reports that  I  added  to   JMP Live.

The  one  on  the  left  is  the  yield  report,

and  I  have  the  column  switcher  that  I added,  just  like  I  had   in JMP,

I  can  switch  between  the  products and  see  the  yield  data  for  each  product.

If  I  go  back,  I  see  the  fit  model.

And  in  this  report,

the  profiler  is  present,  and  it's as  interactive  as  it  was in  JMP.

So  now  anyone  that  has  access  to   JMP Live can  use  the  same  data

and  provide  the  same  analysis that  they  had  in  JMP.

So  Eric, I  think  that's  a  good  first step.

Can  you  take  a  look  and  see if  maybe  that's  enough?

-I  can  do  that.

All  right. Well,  that's  interesting.

Let  me  go  see  if  I  can  only  go  to  my,  we go  to   JMP Live  in  my  web  browser  here.

And  here's  the  instance  of   JMP Live that  we're  doing  this.

I'll log  into  that.

All  right.  Okay. I  can  see,  even  right  in  my  homepage,

I  can  see  the  two  reports that  Chris  created.

I'm  going  to  go  ahead  and  go  to  the  space where  we're  collaborating  here.

So  there's  the  Eric  and  Chris  space. And there's  the  yields  folder.

All  right.  Well,  let's  see  what  we've  got  here.

So  here's  the  widget, is  that  profiler that  I  heard  Chris  talking  about.

So  yeah,  this  looks  very  helpful.

I  think  our  engineers  will appreciate  this  interactivity.

One  thing  I  would  like  to  do,  though,

is  I'd  like  to  look  at  the  data behind  this  report.

This  is  something  else  that  we added  new  in   JMP Live  17.

I  need  this. Let  me  grab  this.

To  get  to  the  data, I  can  go  to  this  details

here  and  scroll  down.

And  there  is  photo  process  app.

That's  the  data  table  that  Chris  published that's  behind  this  analysis  here.

So  I  will  go  there,  and  then  I  can  just  go

to  view  data  right  here,  and  that will  bring  that  data  up  in  a  browser

so  that  I  can just  take  a  look  at  it.

It  doesn't  have  the  full power  of  the  JMP  data  table.

I  can't  edit  the  data,

and  I  can't  do  a  number  of  things that  you  can  do  in  the   JMP data  table.

But  I  can  do  a  number  of  things, and  I  can  look  through  it

and  just  get  an  idea what  the  data  looks  like.

So  kind of I  get  a  feel for  what's  going  on  here.

Now,  one  thing  I  notice  as  I'm  scrolling

through  this  data  is  that  there  are  two material  suppliers  for  this  photo  process

that  Chris  has  analyzed  here,  advanced materials  like  it  is,  and  Cooper.

I'm  curious  if  the  material  supplier has  any  effect  on  the  relationship

between  the  factors  and  the  responses.

I'm  going  to  go  back  to  that  report  here. Here it  is.

So  what  I  want  to  do is  I  want  to  add  a  data  filter  to  this,

to  filter  on  that  material  supplier.

Now  I  can't  do  that  directly  in   JMP Live. For  that,  I  need  JMP.

But  it's  really, JMP  is  only  one  click  away.

When  you're  in   JMP Live  17,  there's a  button  up  here  called  open  in  JMP.

So  if  I  click  that, it's  going  to  open  this  report  right  here

and  the  data  behind  it  into  JMP. And  there  it  is.

And  here  is  the  report. And  then  down  here  is  the  data.

Now  we've  opened  it  into  a  JMP  project.

You  may  or  may  not  have  used  JMP  projects in  the  past,

but  a  JMP  project  is  a  convenient  way to  collect  reports  and  data

that  kind of go  together  into  one  object

so  that   you  don't lose  track  of  what  goes  together.

Because  in   JMP Live, when  you  have  a  report,

it  has  data  that  goes  along  with  it. In  order  to  keep  those  together,

when  we  open  them   in JMP,

we  go  ahead  and  put  them  into  a  project, just  to  kind of hold  everything  together.

But  other  than  that, it  will  work  just  like  JMP.

So I  can  go  up  here  to  the  red  triangle and  go  to  local  data  filter.

And  under  factors, I  have  material  supplier.

So  I  will  add  a  data  filter  for  that. And  I  will  check  right  here   in JMP

to  make  sure  that  it's worthwhile  to  add  this  even.

And  sure  enough, there  is  a  good  bit  of  movement

in  the  graphs  as  I  click between  the  two  material  suppliers.

So  I  think  that's  a  worthwhile addition  to  what  Chris  did.

So  I  would  like  to  publish  this back  to   JMP Live

and  replace  the  version that  Chris  published.

We  set  up  our  space  because we're  collaborating.

We  set  it  up  so  we  have  the  ability to  edit  each  other's  content.

You  don't  have  to  set  it  up  that  way. You  can  set  it  up

so  that  each  person's  content  is  private from  the  other  people,

or  not,  at  least  not  editable.

But  we  wanted  to  be  able  to  collaborate, so  we  set  it  up  in  the  way  we  did.

So  let's  do  file  publish reports  to   JMP Live.

We're  getting  things  ready. Okay.

There's  the  list  squares report  that  I  just  created.

Now  I'm  not  going to  publish  new  this  time,

I'm  going  to  replace  an  existing  report.

So  let's  choose  that. So  here's  the  report  I'm  publishing.

Now  I've  got  to  tell  JMP  what  report on   JMP Live  do  I  want  to  replace.

So  I  click  here,  and  I  can  see, here's  the  fit  lease  squares

that  Chris  just  created  moments  ago. So  I  will  select  that.

So that's  the  report  I  will  replace.

And  I  will  add   just  a  little  extra to the  title  there,

just  so  we  differentiate  between  the  two.

I  will  click,  and  I  will  click  next.

Now  I'm  presented  here  with  an  interesting decision  I  need  to  make.

When  Chris  published  this  data to   JMP Live,  the  photo  process  opt  data.

And  when  I  downloaded  that  to  my  machine,

it  just  made  a  copy  of  that  same data  table  on  my  machine.

I  don't  really  need  to  republish  the  data here,  because  Chris  already  published  it.

All  I  want  to  do  is  republish  the  report that  has  my  data  filter  in  it.

So  rather  than  doing  anything  to  the  data that's  on   JMP Live  that  Chris  published,

I'm  just  going  to  say, use  the   JMP Live  data  table.

Use  the  table  that's  already  on   JMP Live

that's  associated  with  the report  that  I'm  replacing.

Click,  replace. Off  it  goes.

All  right. So  you  see,  I  have,

there's  the  folder  that  I  put  it  in, and  here's  the  report  I  created.

And  you  see,   it  doesn't  show any  data  tables  here  being  published.

And  that's  because  of  the  choice  I  made to  just  keep  using  the  data

that's  already  out  there.

All right.  Well,  if  I  go  back to  my   JMP Live window  here,

you  can  see  that  there's a  little  note  here

that  an  updated  version of  this  report  is  now  available

because  I  publish  something  new. It  doesn't  immediately  update  it

because  you  might  be  in  the  middle of  something  with  this  report,

and  don't  want  it  to  be  jerked  out from   under  you.

So  we  let  you be  the  one  to  decide,  okay, I'm  ready  to  reload  this.

And   when  I  reload  it, there's  my  data  filter  that  I  added.

So  I  can  select  advanced  materials,

and  there's  the  data  filter for  advanced  materials.

Switch  over  to  Cooper.

And  I  get   the  slightly different  curves  there.

All right. So  I  am  happy  with  that  part.

L et's  take  a  look  at  what else  Chris  did  over  here.

So  here's  the  yield  report that  Chris  published.

It looks  fine. I  can  switch  between  them  and  see  them.

But  one  thing  I  might  like  to  do  here is  create  a  control  chart

for  this  yield  process.

You  can  think  of  a  yield  process  as  being in  control  or  out  of  control,

and  that  might  be  a  helpful  way to  display  the  yield  process.

So  I'm  not  sure that  that's  what  we  want  to  do,

but  I'm  going  to  create  that and  then  add  it

to  the  folder  that  Chris  created, so  we  can  look  at  the  two

and  decide  which  one  we  like  better or  maybe  you   like  them  both.

So  to  do  that, I  don't  need  to  download  this  report,

because  I'm  not  going  to  do  anything to  his  report.

I'm  going  to  make  a  new  report.

So  I'm  going  to  go  over to  the  data  for  it,

and  I'm  going  to  open  that   in JMP.

Give  it  permission. And  there  you  go.

So  now  we  didn't  need to  create  a  project  or  anything   in JMP.

We  just  brought  the  data  table  down and  it  looks  like  any  other  data

table  you  would  open   in JMP.

Now,  in  the  interest  of  time,

let's  go  to,  let's  see, let's  go  to  the  home  window  here.

Now  here's  my  script  right  here.

So  I  made  a  script  to  create  the  control chart  that  I'm  interested  in.

So  I  will  just  run  that  script.

And  there  is  that  same  information that  Chris  published,

only  this  time  it's  in  the  form of  a  control  chart,

so  I  can  go  down  and  look, I've  set  some  spec  limits  on  here,

so  I  can  see  that maybe  some  of  them  look  pretty  good.

Others, here's  one  that  looks  like  it's  completely

all  the  yields  are  below the  lower  spec  limit.

So  that  looks  like  a  process that  we  might  want  to  look  at

and  try  to  improve  the  yield  on.

Okay,  so  I  like  the  way  this  looks,

I  think  this  is  a  good  addition to  our  collaboration  here.

So  I  will  publish  this  as  well.

I'll  publish  reports  to   JMP Live.

There's  the  yield  control chart  that  I  just  created.

I'm  going  to  publish  new and  what  space  do  I  want  to  put  that  in?

Well,  here's  the  Eric  and  Chris  space that  we've  been  collaborating  in.

And  here's  the  yields  folder.

So  I  want  to  put  that  right  in  there.

Now  let's  think  about  the  data  for  this one  as  well,  because  here  again,

I've  made  a  new  analysis, but  I  haven't  changed  Chris's  data.

So  I  really  don't  want  to  republish the  data  with  this  report.

I  just  want  to  continue  using,

I  want  this  report  to  use  the  data  that Chris  already  published  to   JMP Live.

So  to  do  that,  I  need  to  go to  the  data  options  tab.

And  for  the  yield  five star  dot JMP  data  table.

Instead  of  publish  new  data, I  need  to  select  existing  data,

and  I  will  find  a  data  source. And  here  it  is,  yield  five  star.

That's  the  one  I  want.

I  will  save  that,  and  now  I  can  publish.

There  we  are. Again,  we  have  the  folder  and  the  report.

No  data,  because  we  didn't  ask, we  asked  jump  not  to  publish  the  data.

So  should  be  good  there. I  can  go  back  to  jump  live.

And  I've  got  some  new  posts, and  there's  my  control  chart.

So,  see  how  that  looks. Hopefully  there  it  is.

All  right. That  looks  pretty  good.

Now,  Chris,   so  I've  made  some  updates  to,

I've  updated  one  of  your  reports and  created  a  new  report  out  there.

But  as  I  was  creating,  I  was  wondering,

we've  got  all  the  yields  up  to  date to  today,  but   tomorrow

we're  going  to  produce  more Widgets,  and  we're  going  to  have  a  yield

value  in  the  day  after  that,  and  the  day after  that  on  into  the  future.

So  I  wonder  if  there's  a  way  that  we  could allow  all  these  reports

that  we've  just  created to  automatically  update  periodically,

and  maybe  daily when  we  have  new  yield  data.

Can  we  do  anything  like  that?

-Sure,  I  think  we  can.

So  in  the  past,  even  before   JMP 17, we  could  update  data  from  JMP.

So  in  the  past,  if  I'd  had  this  request, I  would  have  used  a  simple  GSL  script

that  would  have  opened  the  data  table that  Eric  wants  to  update  every  day,

would  have  updated  the  values from  the  database,

then  would  have  connected  to   JMP Live, and  then  updated  the  data  on   JMP Live

with  the  new  data  table  using the  ID  of  the  post  on   JMP Live.

So  that's  good,

except  I  still  have  to  remember  every morning  when  I  come  in  to  make  sure  before

I  get  my  coffee,  that  I  need to  push  this  up  to   JMP Live

so  Eric  gets  the  new  data.

It's  going  to  be  hard  to  do if  I'm  on  vacation,

and  I  know  I  won't  remember.  So  maybe   in JMP Live.

There's  a  better  way  to  do  it.

So  here  I  am  on  the  yields  folder,

and  I  can  see  Eric's  new  report  that  I like  a  lot,  the  control  chart  report,

but  I  need  to  see  if  there's a  way  to  update  the  data.

So  I'll  go  to  the  data  table,

and  here  I  can  see  the  two reports  that  use  this  data  table.

And  Eric's  asked  if  we  can update  this  data  every  day.

I  see  an  update  data button  here  on  JMP Live .

That  might  help. Let's  try  that.

So  I'll  push  the  update  data  button, and  now  I  can  select  the  data  table

on  my  local  machine  and  update JMP Live  with  that  data  table.

Marginally  better,  I  guess,  because  now,

at  least  I  guess  I  don't  have  to  run the  last  line  of  the  script,

but  I  still  have  to  update  the  data  table with  the  data  from  the  database,

and  then  use  this  button  to  upload the  new  data  to   JMP Live.

Still  I have  a  lot  of  steps  that  I  need to  remember  to  do  every  day,

and  I  probably  won't. If  we  look  under  settings,

there's  some  new  items  here in   JMP Live  17  to  make  this  a  lot  easier.

The  first one  we  see  are the  refresh  settings.

That's  exactly  what  I  want  to  do.

I  want  to  refresh  the  data as  quick  as  every  morning.

So  Eric  gets  the  new  data  and  the  rest of  the  engineers  as  well.

So  I'll  make  this  refreshable, I'll  go  back  to  the  reports.

And  now  the  update  data  has changed  to  refresh  data.

And  so  I'll  refresh  the  data.

I  get  an  error  that  says it  can't  be  refresh able

because  the  refresh  script  is  empty.

I'll  go  back  to  the  settings,

and  sure  enough,  there's nothing  in  my  refresh  script.

When  we  look  at  this  screen, we  see  this  source  script.

When  we  updated  or  uploaded  the  JMP  data table  to   JMP Live,

we  stored  the  source  script  off for  that  data  table,  and  you  see  it  here.

In  this  case,  this  source  script  can be  used  to  refresh  the  data  directly.

So  all  I  really  need  to  do  is  to  copy  this

source  script doubt,  add  it  to  the  refresh script,  and  then  see  if  that  will  refresh.

So  I'll  copy  the  source  script,  and  then I'll  paste  it  in  the  refresh  script.

So  now  we  have  the  connection  to  the  data source  and  the  creation  of  the  data  table.

I'll  save  that.

And  then  now  I'll  try to  do  another  refresh.

I'll  refresh  the  data.

This  time  it  got  queued  for  refresh.

That's  nice,  but  it  failed  to  refresh.

So  if  I  look  at  the  history  tab,  I  can  see the  different  things  that  have  happened.

The  on demand  data  refresh  that  I just  ran  looks  like  it  failed.

And  if  I  look  at  the  details,

I  can  see  that  an  unknown  error occurred  with  the  connection  string.

It  may  not  seem  that  helpful, but  fortunately,  I  know  what's  wrong.

So  I'll  go  back  to  the  settings.

We'll  look  at  the  refresh script  for  a  second.

If  you  look  at  the  refresh  script,  you'll see  there's  a  password  and  a  user  ID.

Now  I  could  just  paste  my  password in  here  and  my  user  ID  in  here.

I  don't  think  that's  overly  secure.

I  don't  think  that's  a  good  idea.

So   JMP Live  is  provided  this  substitution

parameter  syntax  for  user  ID and  password  in  a  refresh  script.

So  what  I  need  to  do  is  I  need  to  provide

this  user  ID  and  password  to  this refresh  script  somehow  securely.

So  if  I  look  at  the  assigned credentials  tab,  or  hanging  here.

I  can  see  there  are  no credentials  assigned.

I'll  go  into  assign  a  credential.

To  create  a  credential, it's  pretty  simple.

You  just  store  the  credential  name, you  provide  the  user  ID  and  the  password.

That's  all  there  is  to  it. You  do  it  every  day.

But  I've  already  set  up  a  yield  table credentials  here  with  DBA  web  JMP

as  a  username  and  a  secure  password that's  stored  in  a  database.

I'll  assign  that  credential  to  the refresh  script  and  then  save  that.

So  now  what's  going  to  happen  is  this refresh  script  is  going  to  run.

When  it  runs,  it  will  request  the  assigned credentials,  add  the  user  ID  and  password

to  the  substitution, and  then  run  the  refresh.

So  I'll  go  back  to  the  reports,

and  I'll  see  if  I  can  refresh the  data  now.

I'll  run  refresh  data.

Now  the  refresh  looks  like  it  worked.

I  see  my  reports  are  automatically regenerating,

and  I  can  actually  see  the  thumbnail on  the  report  was  updated

with  the  new  yield  data  from  the  database.

So  now  I'm  a  lot  closer.

I  have  a  refresh  data  button  here that  all  I  have  to  do  is  press  it,

and  it'll  refresh  the  data.

I  don't  have  to  update  a  data  table.

I  don't  have  to  upload anything  to   JMP Live.

All  I  have  to  do  is  come  in  every  morning and  remember  to  press  this  button.

It's  at  least  more  likely, but  it's  still  not  going  to  happen,

I  promise,  especially when  I'm  at  the  beach.

So  there's  one  more  pain that  we  haven't  messed  with  yet,

and  that's  the  refresh  schedules.

The refresh schedules provide  us a  way  to  set  up  times

to  refresh  this  data  automatically. Sounds  like  what  I  want.

So  I'm  going  to  set  up  a  refresh  schedule

that  will  run  at seven o'clock  every morning  and  update  this  data.

I  don't  think  I  need  to  run  it  on  Sundays or  Saturdays,

and  so  I'll  take  those  two out  of  the  list,  and  I'll  save  that.

So  now  this  refresh  schedule  is  in  place,

which  means  the  refresh  script  will  run five  days  a  week

at  seven o'clock  in  the  morning.

So  I'll  go  back  to  my  reports, and  you  guys  just  sit

and   talk  amongst  yourselves  while  we wait  for  seven o'clock  to  show  up.

Probably  not.

So  let's  see  if  we  can  look into  getting  a  reef  fresh  to  happen.

We'll  create  another  schedule  here that  runs  every  5  minutes.

And  I'll  set  that  to  run.

This  is  the  most  complicated part  of  the  demo.

I  will  set  that  to  run  at  five, where  we  run  here  in  just  a  second.

So  let's  see,  I  think  it's  going  to  be  27.

Let's  see  if  that's  right.

-And you  can  just  put  32  or  33.

There  you  go. -Yeah.

So  now   I  have  a  refresh  schedule.

It's  going  to  run  every  5  Min, and  I  think  I  calculate  it  properly,

so  to  run  in  just  a  few  seconds.

JMP Live  is  going  to  tell  me,  yes, it's  going  to  run  in  just  a  few  seconds.

We  go  back  to  the  report  tab,

and  we'll  wait  for  about  15  seconds here  for  the  refresh  to  run.

Refresh  schedules  are,  you  can  have  as many  as  you  want  for  each  data  table.

We  won't  run  two  at  a  time.

So  now  the  refresh  is  about  to  run.

You  see  the  automatic refreshes   as  run.

My  reports  are  updated.

Well,  they're  still  updating.

So  both  reports  have  updated  now, just  a  few  seconds  ago,

if  I  actually  go  to  the  data,  we  also see  it  was  updated  a  few  seconds  ago.

If  we  look  at  the  history, there  was  a  scheduled  data  refresh

that  ran  by  the  scheduler just  a  few  seconds  ago.

So  now  we  have  a  situation  where  the  data automatically  refreshes  every  morning,

just  like  Eric  wants,  whether  I'm on  vacation,  whether  I  remember  or  not.

So  I  think  this  is  pretty much  what  Eric  wants.

So,  Eric,  how  does  that  look?

-Chris,  that  really  looks  good.

Let  me  click  the  new  posts  here,

and  I  can  see,  I'm  seeing  the  updated versions  of  the  reports  with  the  new  data.

So  that  sounds  fantastic. -I  think  you  may  have

shared  your  wrong  screen, E ric. -Okay.

Let's  try  that  again.

Let's  stop  sharing.

Let's  share.

Here  it  is.

Yep.

Yeah,  Chris,  that  looks  really  good.

I'm  looking  at   JMP Live  here, and  I  see  the  two  reports,

and  I  can  see  that  the  data has  been  updated.

Looks  like  our  yield  process is  coming  right  along.

The  process  that  they  put  in  place

recently  seem  to  be  pushing  yields  up at  least  for  this  particular  part

that  we're  seeing  in  the  thumbnail. So  that  is  really  good.

Well,  now  that  we've  got  this  in  place and  it's  working,  there's  more  people

than  just  the  two  of  us who  would  like  to  be  able  to  see  this.

So   I  would  like  to  move  these  analyses  and  data  that  we've  created

over  to  a  space  that  has  more people  allowed  to  see  it.

Just  for  reference, if  I  go  to  the  permissions  of  this  space,

the  Eric  and  Chris  space,

the  only  two  people  who  can  see  content in  this  space  are  Chris  and  myself.

So  we  want  to  rather  than  add  people to  this  space,  we  want  to  go  ahead  and  put

this  in  a  space  that  other  people already  are  used  to  going  to.

So  to  do  that,  I  can  switch  over  to  the files  view  of  this  particular  folder.

And  I  can  see  it  looks  a  little  bit more  like  a  file  explorer  here.

I've  got  the  three  reports  in  here, and  I've  got  the  two  data  tables.

This  one  here,  it's  got  a  little  bit of  different  icon  to  indicate

that  it  is  automatically  refreshing on  a  schedule.

So  that's  nice  to  know.

So  I'm  going  to  grab these  five  posts  here,

and  then  I  will  go  to  move  up  here,

and  we  will  move  those. I  need  to  pick  a  different  space.

And  the  space  is  called discovery  America's  2022.

And  there  is  a  folder  in  that space  called  five  star  line.

That's  the  line  of  products we're  responsible  for.

So  I'm  just  going  to  move those  over  there.

All  right. They're  gone  from  here.

That's  half  the  battle.

Let's  go  back  to  my  space  directory  here and  flip  over  to  the  discovery  space,

into  the  yields  folder and  the  five  star  line.

And  there  are  our  reports,  right  there's the  report  that's  scheduled  update.

So  in  this  space,  as  I  mentioned,

this  space  has  all  the  people  that  are going  to  be  interested  in  this  yield  data,

not  just  Chris  and  I,  but  the  other engineers  that  we  work  with.

So  that's  one  approach to  putting  some  content   in JMP Live,

massaging  it,  making  sure  you  like  it, and  then  share  it

with  a  larger  group  of  people. So  that's  a  use  case  that  we  support  here.

All  right. Well,  let  me  flip back  to  my  slides  here.

If  you'd  like  to  view  the  content that  you  saw  us  create  here  today,

there  it  is. The  place  we  published  it  to  on   JMP Live

is  actually  viewable  by  anyone  who  can  log in  to  this   JMP Live  instance,

dev live 17.  jmp.com.  There's  a  little

shortened  link  to  it  down  here. And  hopefully  we'll  get  to  the  slide,

so  you  can  just  click  on  it. But  as  long  as  you  have  a  SAS  Profile  ID,

you  will  be  able  to  successfully log  into  Dev  Live  17.

And  you  can  go  find  that  report, those  reports  we  just  published,

and  you  can  watch  it   every  5  minutes, at  least  for  the  length  of  discovery,

they'll  be  updating  so  you can  watch  that  yourself.

All  right.

W ith  that,  we  will  see  if  we  have any  questions  and  that  will  do  it.

Thanks  for  joining  us  everybody.