How do I create a singe script to get data from database and then perform my analysis with that datasetHi all,
I am trying to create a JSL script that pulls data from a database, then creates various plots and performs some analysis with that dataset. Till now, I have been able to use the Database query builder to get the data I need but cannot use the same script to do the plots I need. Being new to scripting in JSL, this seems to be a really daunting task. Below is the script with which I have been able to get data from 2 databases and merge them together. However, I want to save this data table and then create plots. If I try to add an Obj reference before the query, it does not return any data. Any suggestions?
Best,
Debraj
New SQL Query(
Version( 130 ),
Connection(
"ODBC:DSN=Parametric 32;Description=Parametric 32;UID=GUEST;PWD=;APP=JMP;WSID=DEBRAJG-W10LT;"
),
QueryName( "LSO-THK" ),
Select(
Column( "WAFER", "t1" ),
Column( "DATE_TIME", "t1", Numeric Format( "m/d/y h:m:s", "0", "NO", "" ) ),
Column( "LOT", "t1" ),
Column( "TESTER", "t1" ),
Column( "RECEIPE", "t1" ),
Column( "THICKNESS_1", "t1" ),
Column( "THICKNESS_2", "t1" ),
Column( "THICKNESS_3", "t1" ),
Column( "THICKNESS_4", "t1" ),
Column( "THICKNESS_5", "t1" ),
Column( "THICKNESS_6", "t1" ),
Column( "THICKNESS_7", "t1" ),
Column( "THICKNESS_8", "t1" ),
Column( "THICKNESS_9", "t1" ),
Column( "THICKNESS_AVG", "t1" ),
Column( "THICKNESS_STD", "t1" ),
Column( "THICKNESS_MIN", "t1" ),
Column( "THICKNESS_MAX", "t1" ),
Column( "THICKNESS_RANGE", "t1" ),
Column( "OPERATION", "t2" ),
Column( "WIP_MSG_KEY", "t2" ),
Column( "WIP_MSG_LEVEL3", "t2" ),
Column( "WIP_MSG_LEVEL2", "t2" ),
Column( "WIP_MSG_LEVEL1", "t2" )
),
From(
Table( "WFLSOTHK", Schema( "dbo" ), Alias( "t1" ) ),
Table(
"FT_WF_HIST",
Alias( "t3" ),
Join(
Type( Left Outer ),
EQ(
Column(
"DATE_TIME",
"t1",
Numeric Format( "m/d/y h:m:s", "0", "NO", "" )
),
Column(
"DATE_TIME",
"t3",
Numeric Format( "m/d/y h:m:s", "0", "NO", "" )
)
) & EQ( Column( "LOT", "t1" ), Column( "LOT", "t3" ) )
)
),
Table(
"WF_MESA_WIP_MSG_HIST",
Alias( "t2" ),
Join(
Type( Left Outer ),
EQ( Column( "WAFER", "t1" ), Column( "WAFER", "t2" ) ) &
EQ( Column( "LOT", "t1" ), Column( "LOT", "t2" ) )
)
)
),
Where(
In List(
Column( "OPERATION", "t2" ),
{"O0TS"},
UI( SelectListFilter( ListBox, Base( "Categorical" ) ) )
)
)
) >> Run
AnalyticsData TableOtherScriptingRe: How do I create a singe script to get data from database and then perform my analysis with that datasetIt turns out that the issue was primarily due to namespaces. I did some digging around and found the solution in the line below.
https://community.jmp.com/t5/Discussions/Getting-a-data-table-reference-from-NewSQLQuery-lt-lt-Run/td-p/187001Re: How do I create a singe script to get data from database and then perform my analysis with that datasetI switched Save () to Include () and it works fine now. I am not sure why though...….Re: How do I create a singe script to get data from database and then perform my analysis with that datasetThanks a lot Jim. It did work. I believe I was missing the semi-colon after >>run initially which is why it didn't behave the way I was expecting.
However, the script did save and them produced the plots I put in it the first time. Then when I delete the .csv file and re-run, it did not save the file again and plot the curves. It is behaving intermittently. It saves the file and then plots the curves a few times, while in most of the other cases, it just stops after pulling the data from the database. Is there a trick to this that I am missing or a parameter that needs to be changed? Below is the part of the code that I added to the SQL database query and is working intermittently.
dt = data table("WFLSOTHK");
dt << Save ("C:\path to directory\file_name.csv");
dt << Open ( "C:\path to directory\file_name.csv" );
dt << Fit Group(
Bivariate(
.
.
.
),
Bivariate(
.
.
.
),
<<{Arrange in Rows( 1 )}
)
Re: How do I create a singe script to get data from database and then perform my analysis with that datasetI don't have a database to test this with, but I think this methodology should work.
Names default to here(1);
New SQL Query(
Version( 130 ),
Connection(
"ODBC:DSN=Parametric 32;Description=Parametric 32;UID=GUEST;PWD=;APP=JMP;WSID=DEBRAJG-W10LT;"
),
QueryName( "LSO-THK" ),
Select(
Column( "WAFER", "t1" ),
Column( "DATE_TIME", "t1", Numeric Format( "m/d/y h:m:s", "0", "NO", "" ) ),
Column( "LOT", "t1" ),
Column( "TESTER", "t1" ),
Column( "RECEIPE", "t1" ),
Column( "THICKNESS_1", "t1" ),
Column( "THICKNESS_2", "t1" ),
Column( "THICKNESS_3", "t1" ),
Column( "THICKNESS_4", "t1" ),
Column( "THICKNESS_5", "t1" ),
Column( "THICKNESS_6", "t1" ),
Column( "THICKNESS_7", "t1" ),
Column( "THICKNESS_8", "t1" ),
Column( "THICKNESS_9", "t1" ),
Column( "THICKNESS_AVG", "t1" ),
Column( "THICKNESS_STD", "t1" ),
Column( "THICKNESS_MIN", "t1" ),
Column( "THICKNESS_MAX", "t1" ),
Column( "THICKNESS_RANGE", "t1" ),
Column( "OPERATION", "t2" ),
Column( "WIP_MSG_KEY", "t2" ),
Column( "WIP_MSG_LEVEL3", "t2" ),
Column( "WIP_MSG_LEVEL2", "t2" ),
Column( "WIP_MSG_LEVEL1", "t2" )
),
From(
Table( "WFLSOTHK", Schema( "dbo" ), Alias( "t1" ) ),
Table(
"FT_WF_HIST",
Alias( "t3" ),
Join(
Type( Left Outer ),
EQ(
Column(
"DATE_TIME",
"t1",
Numeric Format( "m/d/y h:m:s", "0", "NO", "" )
),
Column(
"DATE_TIME",
"t3",
Numeric Format( "m/d/y h:m:s", "0", "NO", "" )
)
) & EQ( Column( "LOT", "t1" ), Column( "LOT", "t3" ) )
)
),
Table(
"WF_MESA_WIP_MSG_HIST",
Alias( "t2" ),
Join(
Type( Left Outer ),
EQ( Column( "WAFER", "t1" ), Column( "WAFER", "t2" ) ) &
EQ( Column( "LOT", "t1" ), Column( "LOT", "t2" ) )
)
)
),
Where(
In List(
Column( "OPERATION", "t2" ),
{"O0TS"},
UI( SelectListFilter( ListBox, Base( "Categorical" ) ) )
)
)
) >> Run;
dt = data table("WF_MESA_WIP_MSG_HIST");
dt << save("Path to save location");
dt << Graph Builder(.............);
