Showing posts with label temporal. Show all posts
Showing posts with label temporal. Show all posts

Tuesday, July 06, 2021

How Many Temporal Tables Does Your Site Have?

Sometimes it can be difficult to remember where information is stored in the Db2 Catalog. Usually, with a little rumination and a little review of Appendix A of the IBM Db2 SQL Reference manual (SC27-8859), you can come up with a solution.

For example, I was talking to some DBAs who were trying to remember if they had ever created any business-time temporal tables. A comment was made that we could surely find that in the Db2 Catalog and the conversation moved along... but then I thought, hmmm, let me see what I can do about coming up with a catalog query.

The first step was to think about where this information might be found, which took me to SYSTABLES. A good first thought, but no, it isn't there. So I thought, how about SYSCOLUMNS? And lo' and behold, there was the answer.

The columns identified as the start and end date/time for the temporal range are documented in SYSCOLUMNS in the PERIOD column. PERIOD is defined as a CHAR(1) column and it contains one of the following values for every column defined for each table:

Value Meaning                                                                                    
   B         Column is the start of period BUSINESS_TIME
   C     Column is the end of period BUSINESS_TIME with
    an exclusive endpoint
    I     Column is the end of period BUSINESS_TIME with
    an inclusive endpoint
   S     Column is the start of period SYSTEM_TIME
   T     Column is the end of period SYSTEM_TIME
blank         Column is not used as either the start or the end of
    a period


So using this information, here is a query that will show information about all of the business-time temporal tables you have created:

SELECT SUBSTR(TBCREATOR,1,8) || '.' || SUBSTR(TBNAME,1,30) 
       AS TABLENAME,
       SUBSTR(NAME,1,40) AS COLUMNNAME, 
       COLNO, 
       PERIOD
FROM   SYSIBM.SYSCOLUMNS
WHERE  PERIOD IN ('B', 'C', 'I')
ORDER BY TABLENAME, PERIOD, COLUMNNAME;

If you want to find the system-time temporal tables, just swap out the WHERE clause with this one:

  WHERE PERIOD IN ('S', 'T')  


By becoming adept at querying the Db2 Catalog tables you can find out just about everything you want to know about the databases and objects defined in your Db2 subsystems!

Sunday, March 14, 2021

Db2 12 for z/OS Function Level 509

Late last month, February 2021, IBM introduced a new function level, FL509, for Db2 12 for z/OS. You can find in-depth details here.

But if you are looking for a high-level synopsis, read on! 

There are several interesting new capabilities introduced with this function level, but perhaps the most important thing that organizations want to know is that there are no new incompatible changes or deprecations introduced with FL509.

Okay, so what’s new here. The first thing to report is an improvement to data security with tamper-proof audit policies. This means that an audit policy cannot be changed, or even stopped, unless requested by an authorized user. And the authorization must be via a z/OS security product (such as IBM’s RACF), not Db2.

This capability provides another step in the separation of duties required for proper auditing. In other words, the audited must not be the controller of the audit policy or auditing capabilities. It also protects administrative users from mistakenly modifying audit policies.

The next new capability delivered by FL509 is high-availability accelerator-only tables. Accelerator-only tables (AOTs) are those defined to the IBM Db2 Analytics Accelerator only, and not in the base Db2 for z/OS. Queries and DML statements issued against AOTs are always routed to an accelerator (because the data does not exist anywhere else).

So, what are high availability AOTs? Well, FL509 delivers the capability to define an accelerator-only table in more than one accelerator. This can improve availability and with workload balancing a query can be rerouted to another available accelerator if the target accelerator is not available.

Also as of FL509, you can specify a compression algorithm at the table, table space, or partition level. This means you can explicitly use either the fixed-length or Huffman compression algorithm at the table, table space, or partition level using CREATE TABLE and ALTER statements. The Db2 catalog is updated to indicate the compression algorithm used for each object.

Finally, FL509 delivers enhanced temporal RI. What this means is that restrictions on UPDATE and DELETE statements are removed relating to the temporal RI introduced originally in Db2 12.

To elaborate, one FL509 is active, when an UPDATE statement with a FOR PORTION OF clause attempts to update the parent table in a temporal RI relationship, the update is allowed as long as the rules of temporal RI are not violated. Likewise, when a DELETE statement with a FOR PORTION OF clause attempts to delete from the parent table in a temporal RI relationship, the deletion is allowed, as long as the rules of temporal RI are not violated.

At any lower application compatibility level, such UPDATE or DELETE statements for a parent table in an RI relationship will fail (with SQLCODE -4736).

Summary

Now that IBM is using function levels to deliver significant new capabilities for Db2 12 for z/OS, it is imperative that your organization keeps up-to-date on this new functionality and determines where and when it makes sense to introduce it into your Db2 databases and applications.

Also, be aware that if you are not currently running at FL508, moving to FL509 activates all earlier function levels. You can find a list of all the current function levels here.

 

Monday, February 13, 2017

The DB2 12 for z/OS Blog Series - Part 4: Real Time Statistics History

For those uninitiated to what RTS are, they are a series of statistics that are automatically maintained by DB2 and can be used by DBAs (and tools) to schedule maintenance tasks like REORG and COPY.

Prior to the introduction of RTS, the only way to gather statistics about DB2 database structures was by running the RUNSTATS utility. RUNSTATS collects statistical information about DB2 database objects and stores this data in the DB2 Catalog. There are two types of statistics collected by RUNSTATS: data used by the optimizer to formulate efficient access paths and data used by DBAs to determine when maintenance tasks should be run. The optimization statistics are still required, and therefore, so is RUNSTATS. The maintenance statistics, on the other hand, can be ignored and replaced by RTS.

RTS runs in the background and automatically updates statistics in two system catalog tables (one for table space data and one for index data) as your DB2 data is modified. This differs from RUNSTATS, which is a hands-on administrative process. RTS is hands-off.
So what is new with RTS in DB2 12 for z/OS?

The most significant enhancement is the ability to maintain RTS history using DB2’s system-time temporal capabilities. When history is enabled, both SYSIBM.SYSINDEXSPACESTATS and SYSIBM.SYSTABLESPACESTATS will have a table with "_H" on the end that have the same columns, with the same data types. But the temporal relationship is not automatically enabled, you have to choose to do so.

To enable the temporal relationship between a history table and its associated catalog table you must issue an ALTER statement to “hook up” the relationship. Here are the DDL statement for each of the RTS tables:

  ALTER TABLE SYSIBM.SYSINDEXSPACESTATS
  ADD VERSIONING
  USE HISTORY TABLE SYSIBM.SYSIXSPACESTATS_H;

  ALTER TABLE SYSIBM.SYSTABLESPACESTATS
  ADD VERSIONING
  USE HISTORY TABLE SYSIBM.SYSTABSPACESTATS_H;

Before turning on RTS history you should take care to build a process for maintaining, consolidating and purging historical information. Remember, that each time the STATSINT interval is reached, new RTS data will be written, causing the old information to be written to the system time temporal table. That history table will grow over time. You will want to have a plan for how to manage that growth. Perhaps you will want to aggregate the data daily, or weekly, or monthly. Or maybe you will just want to purge the data after a period of time. At any rate, your strategy for managing this data should be worked out before you decide to start collecting RTS history.

Why would you want to record historical RTS information? Well, such details can be useful for analyzing activity and predicting future requirements. With historical RTS you can see trends and might be able to improve performance, maintenance tasks, and service to your end users. And, of course, this means that you can write SQL time travel queries against the RTS system catalog tables.

You can always turn off historical RTS collection by severing the temporal relationship. This is accomplished by issuing ALTER TABLE specifying the DROP VERSIONING clause on the appropriate table. For example:

  ALTER TABLE SYSIBM.SYSTABLESPACESTATS
  DROP VERSIONING;

At any rate, the ability to take advantage of DB2’s temporal capabilities to capture RTS history is a powerful new feature of DB2 12 for z/OS that DBAs and performance analysts will want to take advantage of.


One other DB2 12 change to RTS worth noting, is the addition of the GETPAGES column to both table space and index space stats. This column is used to record the number of GETPAGE requests for the table space since the last time REORG was run (or since the object was created).

Tuesday, February 07, 2017

The DB2 12 for z/OS Blog Series - Part 3: Temporal Improvements

Temporal tables and time-travel query support was added in DB2 10 for z/OS. With temporal tables a time period is attached to the data to indicate when it was valid or changed in the database. A traditional database stores data implied to be valid at the current point-in-time; it does not track the past or future states of the data. Temporal support makes it possible to store different database states and to query the data as of those different states. That means different DDL to support temporal data, as well as different SQL syntax to query it.

Using built-in DB2 temporal capabilities is much easier than coding for it yourself, but as with most new features there were some additional tweaks that customers asked for. DB2 12 for z/OS delivers on making it easier for organizations to adopt and use temporal DB2 data and queries by supporting:
  • temporal referential constraints, 
  • more flexible time periods, and 
  • logical transactions.


Let’s examine each of these areas in a bit more depth. First up, let’s take a look at temporal referential constraints. Prior to DB2 12, temporal referential integrity required triggers or stored procedures to implement. But with DB2 12, you can define a temporal referential constraint for a temporal table that contains a BUSINESS_TIME period by specifying the PERIOD BUSINESS_TIME clause in the definition of the constraint. This should improve data integrity for temporal tables and increase temporal uptake for DB2 customers.

The second new temporal feature is improved flexibility for defining the application period in temporal tables. The application period is defined with two date/time columns, one specifying the beginning of the period and the other specifying the end of the period. Prior to DB2 12, the beginning value of a period had to be inclusive, and the end value had to be exclusive. So for a period beginning at 2017-01-01 and ending 2019-10-01, 2017-01-01 is part of the period but 2019-10-01 is not part of the period. This type of period is called an inclusive-exclusive period.

In DB2 12, you can create an application-period temporal table with a BUSINESS_TIME period that is inclusive-inclusive. That means that the end value is considered to be part of the period, instead of outside the period definition.

Generally speaking, the inclusive-exclusive definition is preferred (and is the default) because it complies with the SQL standard. However, if your data already exists as inclusive-inclusive, or it makes more sense to your business users, then DB2 12 support for inclusive-inclusive will make it easier for your organization to use DB2 temporal tables and time travel queries.

Finally, DB2 12 offers temporal logical transactions on system temporal tables (that is, those using SYSTEM_TIME periods). With this new feature, DB2 supports logical units of temporal work that are not determined by COMMIT and ROLLBACK. That means that values for row-begin and row-end columns are determined by applications based on a built-in global variable that you can set.


So overall, DB2 12 for z/OS makes using temporal tables easier and more flexible with these three compelling new features.