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Automating Analyses and Reporting without Writing Code

JMP Automation is performing a sequence of actions with one click.  Automation usually includes data import, data cleaning, and reporting and creates a routine that enables other users to perform the same work.  The workflow is also easy to modify to rerun on new data.

The manufacturing case study has 4 technicians who measure a standard part each day to monitor their measurement system. The standard part has a diameter of exactly 50 mm. Each day's measurements are recorded in the bottom row of a csv file.

 

The goal is to create reports saved as a JMP script (pipelinedata.jsl) and a JMP Add-In (.jmpaddin) called Measurement Report, both of which can be re-run and shared.

 

 

See how to:

  • Understand requirements
    • Source data is consistent so one can operate on the same file each time, or use the same database query
    • Do not change important column names and data types should not be changed; however, you can update data by adding rows
    • If the automation is used by multiple users, the source data must be accessible by all
  • Find log file to make sure there is nothing in it using View>Log
  • Perform the desired work using point-and-click
    • Import CSV
    • Cleanup data - name the table; stack data format dates, create new formula column
    • Build Graph Builder and save script to log
    • Build Fit Y by X reports and save script to Log
  • Extract the script from the Log window (View > Log)
    • Remove Launch platform options from Log using red triangle >Action Recording> Platform Launch
  • Save the script to a script window from Log red triangle (Save Script>To Script Window)
  • Save the script (pipeline.jsl) to desktop
  • Exit JMP to start new session and check script by double clicking .jsl file to open and run
  • Add new row to update data table
  • Save the script to an add-in for distribution to others (File > New > Add-In) who have JMP and have access to the files in the location required by the .jsl file
  • Tips
    • Start from a fresh JMP session to avoid capturing unwanted steps
    • Many JMP platforms, especially those in the Tables menu, create data tables as output. Use the platform options to assign a name for output data tables. JMP's default names (Untitled1, Untitled2, etc.) may be unreliable in future runs.
    • Before saving the script from the log, turn off the Platform Launch steps from the red triangle menu.
    • If these requirements for simple automation are too restrictive, then it's time to learn some basic jsl coding
    • Add comments, notes to yourself to make it easy for you to remember what you did, or for someone else to interpret your work
  • To run scripts on a schedule
    • Use Windows Scheduler to launch script
    • For autorun, start script with //!
    • End script with Quit() to exit JMP

 

Questions from the session answered by  Jordan Hiller @Jordan_Hiller and Christian Bille @ChristianBille.

 

Q: Can I connect to MS SQL database, so I can get live data?

A: Yes, the process would be the same. Connecting to SQL is even better as the sources stays the same. this is done through the query builder. Here is info about connecting: https://www.jmp.com/support/help/en/16.2/#page/jmp/select-tables-from-a-sql-database.shtml

 

Q: Is there some info/resources on re-organizing the data,  if the source data contains multiple formats (such as transpose, making separate one column into two columns)?

A:  Yes, here is the start of documentation you can scroll through: 

 

Q: Can you automate acquisition of a data set on the cloud?

A: If the permissions are set correctly and your organization allows that, you can automate access to a shared server of any kind.        

 

Q: Is there a "run on open" option?        

Y: Yes, add this to your script: autorun //!

 

Q: Why can't I just send the script to anybody in the organization?  Why the extra step of making in add-in?         

A: The add-in step is fully optional, but is a nice way to ensure less human error.

 

Q: If you navigate to your .jsl file, is the add-in independent of that file, so that if you delete the original .jsl the add-in will still work?  

A: Yes, the script is embedded in the add-in.       

 

Q: Is it possible to see the backend code for an add-in?  

A: The .jsl file is included in the add-in folder.  It can also be opened and encrypted.     

Encrypting JSL fileEncrypting JSL file    

 

Q: Can I delete something from the log?

A: Yes, highlight it in the Log, go to the Log right triangle, and then click Clear.

 

Q: Can I edit the Log file?

A: Yes, each section is delineated, and you can copy/cut and paste.

Removing information from LogRemoving information from Log

 

Q: What can I do if I know I need a minimum JMP version for my script?

A: You can set the Minimum JMP version for your add-in and then it will only install on JMP versions that meet that minimum.

Setting Minimum JMP Version for Add-InSetting Minimum JMP Version for Add-In

 

Q: What is the impact of the different platform preferences on the output of an analysis?

A: The .jsl file will defer to the preferences of the person launching the script; in most cases different preferences will not break a script that is run, but the appearance of the report may look slightly different than when the script was written.

 

Q: How to you get a black log?

A: Preferences> Script Editor>Customize Styles>Theme>Dark.

Setting Preferences for Black Background LogSetting Preferences for Black Background Log

 

Resources

Comments
ReilJMP

Hello
This is so helpful!

May I ask what should I do if I want to do is run the same script into another source file?

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