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feat: Use new TableFormer model weights and default to accurate model version (#1100)

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* feat: New tableformer model weights [WIP]

Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>

* Updated TF version

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated tests, after merging with Main, Switched to Accurate TF model by default

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

---------

Signed-off-by: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
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Christoph Auer
2025-03-11 10:53:49 +01:00
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43 changed files with 213 additions and 229 deletions
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@@ -10,50 +10,49 @@ Front cover
## Contents
| Notices | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii |
|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------|
| Trademarks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . viii |
| DB2 for i Center of Excellence | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix |
| Preface | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi |
| Authors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi | |
| Now you can become a published author, too! | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xiii |
| Comments welcome. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | xiii |
| Stay connected to IBM Redbooks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xiv |
| Chapter 1. Securing and protecting IBM DB2 data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 1 |
| 1.1 Security fundamentals. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 | |
| 1.2 Current state of IBM i security . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 2 |
| 1.3 DB2 for i security controls . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 | |
| 1.3.1 Existing row and column control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 4 |
| 1.3.2 New controls: Row and Column Access Control. . . . . . . . . . . . . . . . . . . . . . . . . . . | 5 |
| Chapter 2. Roles and separation of duties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 7 |
| 2.1 Roles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 8 |
| 2.1.1 DDM and DRDA application server access: QIBM\_DB\_DDMDRDA . . . . . . . . . . . | 8 |
| 2.1.2 Toolbox application server access: QIBM\_DB\_ZDA. . . . . . . . . . . . . . . . . . . . . . . . | 8 |
| 2.1.3 Database Administrator function: QIBM\_DB\_SQLADM . . . . . . . . . . . . . . . . . . . . . | 9 |
| 2.1.4 Database Information function: QIBM\_DB\_SYSMON | . . . . . . . . . . . . . . . . . . . . . . 9 |
| 2.1.5 Security Administrator function: QIBM\_DB\_SECADM . . . . . . . . . . . . . . . . . . . . . . | 9 |
| 2.1.6 Change Function Usage CL command . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 10 |
| 2.1.7 Verifying function usage IDs for RCAC with the FUNCTION\_USAGE view . . . . . | 10 |
| 2.2 Separation of duties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 | |
| Chapter 3. Row and Column Access Control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 13 |
| 3.1 Explanation of RCAC and the concept of access control . . . . . . . . . . . . . . . . . . . . . . . | 14 |
| 3.1.1 Row permission and column mask definitions | . . . . . . . . . . . . . . . . . . . . . . . . . . . 14 |
| 3.1.2 Enabling and activating RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 16 |
| 3.2 Special registers and built-in global variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 18 |
| 3.2.1 Special registers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 18 |
| 3.2.2 Built-in global variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 19 |
| 3.3 VERIFY\_GROUP\_FOR\_USER function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 20 |
| 3.4 Establishing and controlling accessibility by using the RCAC rule text . . . . . . . . . . . . . | 21 |
| . . . . . . . . . . . . . . . . . . . . . . . . | 22 |
| 3.5 SELECT, INSERT, and UPDATE behavior with RCAC 3.6 Human resources example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 22 |
| 3.6.1 Assigning the QIBM\_DB\_SECADM function ID to the consultants. . . . . . . . . . . . | 23 |
| 3.6.2 Creating group profiles for the users and their roles . . . . . . . . . . . . . . . . . . . . . . . | 23 |
| 3.6.3 Demonstrating data access without RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 24 |
| 3.6.4 Defining and creating row permissions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 25 |
| 3.6.5 Defining and creating column masks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 |
| 3.6.6 Activating RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 28 |
| 3.6.7 Demonstrating data access with RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 29 |
| 3.6.8 Demonstrating data access with a view and RCAC . . . . . . . . . . . . . . . . . . . . . . . | 32 |
| Notices | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . vii |
|---------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------|
| Trademarks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . viii |
| DB2 for i Center of Excellence | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ix |
| Preface | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi |
| Authors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi | |
| Now you can become a published author, too! . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | xiii |
| Comments welcome. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | xiii |
| Stay connected to IBM Redbooks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xiv |
| Chapter 1. Securing and protecting IBM DB2 data | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 |
| 1.1 Security fundamentals. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 | |
| 1.2 Current state of IBM i security . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 2 |
| 1.3 DB2 for i security controls . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 | |
| 1.3.1 Existing row and column control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 4 |
| 1.3.2 New controls: Row and Column Access Control. . . . . . . . . . . . . . . . . . . . . . . . . . . | 5 |
| Chapter 2. Roles and separation of duties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 7 |
| 2.1 Roles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 8 |
| 2.1.1 DDM and DRDA application server access: QIBM\_DB\_DDMDRDA . . . . . . . . . . . | 8 |
| 2.1.2 Toolbox application server access: QIBM\_DB\_ZDA. . . . . . . . . . . . . . . . . . . . . . . . | 8 |
| 2.1.3 Database Administrator function: QIBM\_DB\_SQLADM . . . . . . . . . . . . . . . . . . . . . | 9 |
| 2.1.4 Database Information function: QIBM\_DB\_SYSMON | . . . . . . . . . . . . . . . . . . . . . . 9 |
| 2.1.5 Security Administrator function: QIBM\_DB\_SECADM . . . . . . . . . . . . . . . . . . . . . . | 9 |
| 2.1.6 Change Function Usage CL command . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 10 |
| 2.1.7 Verifying function usage IDs for RCAC with the FUNCTION\_USAGE view . . . . . | 10 |
| 2.2 Separation of duties . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 | |
| Chapter 3. Row and Column Access Control | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 |
| 3.1 Explanation of RCAC and the concept of access control . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 14 |
| 3.1.1 Row permission and column mask definitions | 14 |
| 3.1.2 Enabling and activating RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 16 |
| 3.2 Special registers and built-in global variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 18 |
| 3.2.1 Special registers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 18 |
| 3.2.2 Built-in global variables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 19 |
| 3.3 VERIFY\_GROUP\_FOR\_USER function . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 20 |
| 3.4 Establishing and controlling accessibility by using the RCAC rule text . . . . . . . . . . . . . | 21 |
| Human resources example . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | |
| 3.6 | 22 |
| 3.6.1 Assigning the QIBM\_DB\_SECADM function ID to the consultants. . . . . . . . . . . . | 23 23 |
| 3.6.2 Creating group profiles for the users and their roles . . . . . . . . . . . . . . . . . . . . . . . | |
| 3.6.3 Demonstrating data access without RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 24 |
| 3.6.4 Defining and creating row permissions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 25 |
| 3.6.5 Defining and creating column masks | . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 |
| 3.6.6 Activating RCAC . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . | 28 |
| 3.6.8 Demonstrating data access with a view and RCAC . . . . . . . . . . . . . . . . . . . . . . . | 32 |
DB2 for i Center of Excellence