The OWB to ODI migration utility does a lot, but there are a few things it doesn't handle today. Here's one for our OWB customers moving to ODI who are scratching their heads on the apparent lack of support for PLSQL procedures in ODI... With a little creative work you can not only get those mappings into ODI but there is potential to dramatically improve performance (my test below improves performance by 400% and can be easily further tuned based on hardware).
This specific illustration will cover the support for PLSQL procedures (not functions) in OWB and what to do in ODI, OWB takes care of invoking PLSQL procedures mid-flow - it did this by supporting PLSQL row-based code for certain (not all) map designs out of the box - PLSQL procedure invocation was one case this was done. The PLSQL that OWB generated was pretty much as efficient as it could have been for PLSQL (used bulk collect and many other best practices you didn't have to worry about as a map designer) but it was limited in the logical map support (couldn't have a set-based operator such as join after a row based only operator such as a PLSQL transformation) - it was also PLSQL not SQL.
Here we see how with a simple pipelined, parallel enabled table function wrapper around your PLSQL procedure call, how you capture the same design in ODI 12c and/or get the mapping migrated from OWB. I think the primary hurdle customers have is what is the option going forward. To solve this, we will just leverage more of the Oracle database; table functions and parallelize the <insert your favorite word> out of it!
The mapping below calls a PLSQL procedure and OWB generated PLSQL row based code for this case, the target is getting loaded with data from the source table and the 2 output parameters of the PLSQL procedure;
When you try and migrate such a mapping using the OWB to ODI migration utility, you'll get a message indicating that the map cannot be migrated using the utility. Let's see what we can do! The vast majority of mappings are set-based, generally a very small subset are row based PLSQL mappings. Let's see how this is achieved in ODI 12c.
I did a test using the generated code from OWB - no tuning just the raw code for the above mapping - it took ">">">12 minutes 32 seconds to process about 32 million rows and invoke the PLSQL procedure and perform a direct path insert into the target. With my ODI 12c design using a very simple table function wrapper around the PLSQL procedure I can cut the time to 3 minutes 14 seconds!! Not only can I do this, but I can easily further optimize it to better leverage the Oracle database server by quickly changing the hints - I had a 4 processor machine, so that's about as much as I could squeeze out of it.
Here is my map design in ODI 12c;
The table function wrapper to call the PLSQL procedure is very simple, line 7 is where I call the PLSQL procedure, I use the object instance in the call and pipe the data when the call is made;
- create or replace function TF_CALL_PROC(input_values sys_refcursor) return TB_I_OBJ pipelined parallel_enable(PARTITION input_values BY ANY) AS
- out_pipe i_obj := i_obj(null,null,null,null,null,null,null,null,null);
- FETCH input_values INTO out_pipe.prod_id, out_pipe.cust_id,out_pipe.time_id,out_pipe.channel_id,out_pipe.promo_id,out_pipe.quantity_sold,out_pipe.amount_sold;
- EXIT WHEN input_values%NOTFOUND;
- PIPE ROW(out_pipe);
- END LOOP;
- CLOSE input_values;
This is a very simple table function (with enough metadata you could generate it), it uses table function pipelining and parallel capabilities - I will be able to parallelize all aspects the generated statement and really leverage the Oracle database. The above table function uses the types below, it has to project all of the data used downstream - whereas OWB computed this, you will have to do that.
- create or replace type I_OBJ as object (
- prod_id number,
- cust_id number,
- time_id date,
- channel_id number,
- promo_id number,
- quantity_sold number(10,2),
- amount_sold number(10,2),
- status varchar2(10),
- info number
- create or replace type TB_I_OBJ as table of I_OBJ;
The physical design in ODI has the PARALLEL(4) hints on my source and target and I enable parallel DML using the begin mapping command within the physical design.
You can see in above image when using Oracle KMs there are options for hints on sources and targets, you can easily set these to take advantage of the hardware resources, tweak these to pump the performance throughput!
To summarize, you can see how we can leverage the database to really speed the process up (remember the 400%!), also we can still capture the design in ODI and on top of that unlike in OWB, this approach let's us carry on doing arbitrary data flow transformations after the table function component which is invoking our PLSQL procedure - so we could join, lookup etc. Let me know what you think of this, I'm a huge fan of table functions I think they afford a great extensibility capability.