Why Vizioneer?

My photo
Atlanta, Georgia, United States
The "Vizioneer" comes from mashing two words that have shaped my world for most of my adult life - Engineer and [data] Visualizations (or Vizes to those who know what's up). Graduating from first from Oglethorpe University in Atlanta, followed by Georgia Tech with my Bachelors and Masters in Civil Engineering, all of which taught me to think through anything and everything - problem solving, "engineering" solutions, teaching to the "ah ha" moments - is what I love to do. In 2010 that investigative, engineering mindset intersected a job change and a plunge into the world of Data Analysis. In the search for the next great thing I stumbled on to a data visualization and dashboarding product called Tableau software and things just took off. So now I guess you could call me that engineer with the sweet data visualizations - or just "The Vizioneer" :)

In 2013, I joined the incredible team at Slalom, focusing on Tableau and it's been an amazing experience. Recently in 2014, I was honored and humbled to receive Tableau's highest recognition of being named a Tableau Zen Master. Follow along to see what happens next :)

Thursday, September 3, 2015

Connecting the Tableau Server Background Jobs Table back to Content

There's some amazing work happening all around us.  One of the greatest things about Tableau is the awesome community, and when someone discovers something it's not long before the world hears about it.  

Today, I have the pleasure of introducing you to Mark Jacobson, a Slalom Consultant out of the Silicon Valley office.  Mark's connected some dots in the Tableau Server Postgres DB repository data model for us, allowing us to better understand how extracts are connected back to their workbooks - something that's really valuable if your Server is overburdened with extract jobs.  Check it out!

Connecting the Tableau Server Background Jobs Table back to Content

If you’ve ever tapped into the Postgres DB that lies at the heart of Tableau Server, you’ll find that it is a gold-mine of data about how your users interact with and experience your Tableau Server. Statistics on everything from how frequently users access workbooks, when they publish content and how well your server is performing can be gleaned from this data. And what better way to do that than by hooking up Tableau directly to get these insights.

Lots of posts have been written about how to access these tables and Tableau has published a data dictionary about what you’ll find within. There have also been numerous contributions from the Tableau Community showing what can be done with this data. Jeffrey Shaffer, who runs the amazing Tableau Blog data + science, has compiled a list of these on his Tableau Reference Guide.

Much of my client work is focused on helping organizations understand what’s going on inside their Tableau Server platforms. On a recent assignment, I had the challenge of needing to understand what was causing my client’s Extract Refresh jobs to experience long delays. I knew that by tapping into the background_jobs table I’d be able to find my answer. 


To see where the delays were, I created a heat map detailing the delays between the scheduled start time and the actual start time of each job. This showed me where the bottlenecks were but one piece was still eluding me. Specifically, I needed to connect the performance of each refresh job back to the workbook or datasource that was experiencing the delay and then to the project where it was located.

Looking for a Solution

At first this would seem like an easy task. I would just join the background_jobs table back to the workbooks table or datasources table on a common ID field and go on with my analysis. That was until I looked at the contents of these tables. The background jobs table does not contain a workbook_id or datasource_id like the other tables within the workgroup schema.

It does contain a “title” field which has the name value of the content and a “subtitle” field that displays either “Workbook” or “Datasource” if the background job is related to an Extract refresh but this is not unique.

What happens if you have a workbook in 2 different projects with the same name? How would you know you were getting the job results of the right workbook? This was indeed my problem so I began to look for a more unique way to link these tables. After all, Tableau Server has to be able to make this association so it can perform the desired operation, right?


Discovering the Link

I knew the answer had to be within the background_jobs table, so I went digging. Low and behold, I found my answer within the “args” field. For a Workbook’s Extract Refresh job, the “args” value looks something like this:

---
- Workbook
- 87994
- (string masked for confidentiality)
- 75596
- null

Could one of these values turn out to be the workbook_id or datasource_id I was looking for? Turns out the ID value after “Workbook” is the workbook_id value that will tie back to the workbooks table. Having found the workbook_id, I now needed it in a format that I could use in a join. The next step requires some custom SQL and a little knowledge about regular expressions.

Using the following statement, I was able to parse the “args” string into an object_id:

cast(split_part(
(regexp_replace(args,'---','')),'- ',3
) as integer) as object_id

The statement replaces the dashes and splits the string into its own field which is then cast into an integer so it can be successfully joined with either workbooks.id or datasources.id inside of Tableau’s Data Source editor.





Success! I now had a version of the background_jobs table complete with the ID of the object being refreshed that I could link back to my data!

If you’re like me and you’ve been stuck searching for way to do this, I hope you enjoyed the post. I’ve created a .tds file and hosted it on GitHub so you don’t have to recreate the SQL if that’s not your thing.

Happy hunting!


Mark Jacobson
Consultant, Slalom Consulting
Silicon Valley, California

34 comments:

  1. Gorgeous heat map! Someone just sent this to me as an example of the "best use of a heat map I've ever seen."

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  13. Sir, thank you so much for you genuine spell,my wife is back!!!

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    Okakagbespelltemple@gmail.com Or Okakagbespelltemple@yahoo.com
    Call him now +2348138289852

    ReplyDelete
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  15. Breakup or Divorce is not a solution to your Marriage problems!!!!MIRACLESPELLHOME@YAHOO.COM is certainly the best, and his result is 100% guarantee.
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  17. CONTACT THIS SPIRITUAL SPELL CASTER FOR LOTTERY WINING NUMBERS. FOR CASINO GAMBLING, POWER BALL, LOTTO MAX, EUROMILLION JACKPOTS. via email eguagavoodospellcaster@gmail.com
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  19. Breakup Or Divorce Is Not A Solution To Your Marriage problems!!!!MIRACLESPELLHOME@YAHOO.COM !!! is certainly the best, and his result is 100% guarantee.
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  20. Breakup Or Divorce Is Not A Solution To Your Marriage problems!!!!MIRACLESPELLHOME@YAHOO.COM !!! is certainly the best, and his result is 100% guarantee.
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  22. This is certainly a shocking and a genuine live Testimony!!!!.My name is Joyce Williams It was hard for me to believe when i saw a comment on the internet regarding how Dr.OCUSODO help people winning lottery by sending them the winning numbers. This winning numbers are 100% guarantee that you must win the lottery. I give it a try and i won 188.000000USD. My dreams came through when i email Dr OCUSODO and tell him i need the lottery numbers. i have come a long way spending money on ticket just to make sure i win. But i never know that winning was so easy until the day i meet the spell caster online which so many people has talked about that he is very great in casting lottery spell, so i decide to give it a try.I contacted this man and he did a perfect spell and he gave me the winning lottery numbers. I won [ONE HUNDRED AND EIGHTY EIGHT MILLION DOLLARS) Dr.OCUSODO truly you are the best, with these man you can win millions of money through lottery. once again i say very big thanks to you sir for helping me to win the lottery, and please sir keep your good work because people need your help in their lives Email him: [drocusodospellcaster@gmail.com] OR [drocusodospellcaster@yahoo.com] also call him or what-app +2349067457724.

    ReplyDelete
  23. After being in relationship with Wilson for seven years,he broke up with me, I did everything possible to bring him back but all was in vain, I wanted him back so much because of the love I have for him, I begged him with everything, I made promises but he refused. I explained my problem to someone online and she suggested that I should contact a spell caster that could help me cast a spell to bring him back but I am the type that don't believed in spell, I had no choice than to try it, I meant a spell caster called Dr Zuma zuk and I email him, and he told me there was no problem that everything will be okay before three days, that my ex will return to me before three days, he cast the spell and surprisingly in the second day, it was around 4pm. My ex called me, I was so surprised, I answered the call and all he said was that he was so sorry for everything that happened, that he wanted me to return to him, that he loves me so much. I was so happy and went to him, that was how we started living together happily again. Since then, I have made promise that anybody I know that have a relationship problem, I would be of help to such person by referring him or her to the only real and powerful spell caster who helped me with my own problem and who is different from all the fake ones out there. Anybody could need the help of the spell caster, his email: spiritualherbalisthealing@gmail.com or call him +2349055637784 you can email him if you need his assistance in your relationship or anything. CONTACT HIM NOW FOR SOLUTION TO ALL YOUR PROBLEMS

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  24. I believe I'm the happiest woman on earth right now, my husband is back with me after he left me to marry another woman February 16th 2017 because she has more money i was so sad because i love him so much and i was so confuse i ran to different friends to help me talk to my husband but it didn't work out the more they talk to him the more he insult them to get out of his face, I don"t really know what to do, I was thinking hard i quit my job because i cried everyday even at work. So one day on Facebook i came across Evelyn talking about Dr. Miracle.. How he help her get her husband back and i saw lovely how Dr.Miracle help her get rid of fibroid. I think deeply how will he help me get my husband back i decided to email him through his contact they provided he responded immediately i feel brave to see his message, i complain to him he requested for my husband picture and i, so i send it immediately and follow his instructions and he cast the spell within 3 days my husband called me and came home with tears that the woman has another man i was so happy with the help of Dr. Miracle.For bring my husband back with me. I promise to tell the world about his powerful spell. "CONTACT Via Email: Miraclespellhome@yahoo.Com Or miraclespellhome@gmail.Com,,You Can Also Call Him Or Add Him On Whatsapp: +2348071398555 or view his website::http://miraclespellhomes.Webs.Com/

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  25. I have never given a testimonial like this before, but for any doubters, let me tell you Dr. Todd is the REAL DEAL! His work, time and advice are invaluable. I only wish I had found him sooner in my life!! I contacted Dr. Todd regarding a lost love. I was pretty much a mess and willing to try anything to get this man back. After my initial consultation with Dr. Todd, I moved forward with the work he recommended. Even though he was very forthright by saying the chances of our reconcile were very slim, I felt I had to at least try and it was worth the cost for his services. He stayed with me every step of the way, any time I had a question or concern, he replied back to my emails usually within hours. The work we did was to heal myself and not as focused on him, which now in retrospect, is exactly what I needed. Todd's email: manifestspellcast@gmail.com

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  26. Sir, thank you so much for you genuine spell,my wife is back!!!

    Thank you sir for your genuine spells. This is really incredible, and I have never experienced anything like this in my life. Before i met you Sir, i have tried every all probable means that i could to get my wife back, but i actually came to realize that nothing was working out for me, and that my wife had developed lot of hatred for me.. I thought there was n o hope to reunite with my ex wife and kids. But when i read good reviews about your work sir, i decided to give it a try and i did everything that you instructed me and i Trusted in you and followed your instructions just as you have guaranteed me in 48 hours, and that was exactly when my wife called me.. We are more contented now than ever. Everything looks perfect and so natural! Thank you so much for your authentic and indisputable spells. Thanks Sir for your help. If you need help in your marriage of broken relationship,please contact Dr Jack right now for urgent help. Okakagbespelltemple@gmail.com Or Okakagbespelltemple@yahoo.com

    Call him now +2348138289852

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  27. Sir, thank you so much for you genuine spell,my wife is back!!!

    Thank you sir for your genuine spells. This is really incredible, and I have never experienced anything like this in my life. Before i met you Sir, i have tried every all probable means that i could to get my wife back, but i actually came to realize that nothing was working out for me, and that my wife had developed lot of hatred for me.. I thought there was n o hope to reunite with my ex wife and kids. But when i read good reviews about your work sir, i decided to give it a try and i did everything that you instructed me and i Trusted in you and followed your instructions just as you have guaranteed me in 48 hours, and that was exactly when my wife called me.. We are more contented now than ever. Everything looks perfect and so natural! Thank you so much for your authentic and indisputable spells. Thanks Sir for your help. If you need help in your marriage of broken relationship,please contact Dr Jack right now for urgent help. Okakagbespelltemple@gmail.com Or Okakagbespelltemple@yahoo.com

    Call him now +2348138289852

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  28. I want to testify to the general public how my relationship was restored back by the great power's of Dr UZOYA after 3 year of loneliness, my ex wife called me after my contact with Dr UZOYA caster spell that brought my ex wife back and start a good home, now we are happily married. All thanks to Dr UZOYA for his wonderful spiritual help.With this testimony right now i am the happiest man on earth and our love is now stronger than how it was even before. I will keep sharing this testimony all over the world. All thanks goes to Dr.UZOYA for the good work that he has done for me and people he has helped. Believe him and do all he ask you to do and never doubt him in any way.his email; driraborspellcaster@gmail.com his Mobil number is +13019098775

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  29. My name is Melissa Vivian,I base in USA,Texas..My life is back!!! After 2 years of Broken marriage, my husband left me with two kids . I felt like my life was about to end i almost committed suicide, i was emotionally down for a very long time. Thanks to a spell caster called Dr Ogidi, which i met online. On one faithful day, as I was browsing through the internet,I came across allot of testimonies about this particular spell caster. Some people testified that he brought their Ex lover back, some testified that he restores womb,cure cancer,and other sickness, some testified that he can cast a spell to stop divorce and so on. i also come across one particular testimony,it was about a woman called Sonia,she testified about how he brought back her Ex lover in less than 2 days, and at the end of her testimony she dropped PROPHET OGIDI email address. After reading all these,I decided to give it a try. I contacted him via email and explained my problem to him. In just 48hours, my husband came back to me. We solved our issues, and we are even happier than before Dr ogidi, is really a gifted man and i will not stop publishing him because he is a wonderful man... If you have a problem and you are looking for a real and genuine spell caster to solve all your problems for you. Try Prophet ogidi at MIRACLECENTER110@GMAIL.COM anytime, he might be the answer to your problems. Here's his contact: MIRACLECENTER110@GMAIL.COM You can also call him or text him here:+12015913961

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