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TeraData HCIA-Datacom V1.0 Sample Questions (Q38-Q43):
NEW QUESTION # 38
The data science team reports that they do not have enough memory to run in-database Python scripts when the scripts operate simultaneously.
Which workload management feature should the Administrator use to resolve this issue?
- A. Planned environments to specify periods when data scientists can run Python scripts
- B. Virtual partitions to assign separate memory space to each Python script
- C. Exceptions to place Python scripts consuming too much memory into a penalty box
- D. Throttles to limit the concurrency of Python scripts
Answer: D
Explanation:
Using throttles in workload management allows the Administrator to limit the concurrency of Python scripts running in the system. By controlling the number of Python scripts that can run simultaneously, you can prevent memory exhaustion and ensure that enough resources are available for each script to execute without causing failures due to memory constraints.
NEW QUESTION # 39
An Administrator notices that a system appears to be near capacity and needs to access a dictionary to assess that AMPs are entering into flow control.
Which dictionary should be accessed for this purpose?
- A. DBC.SessionInfoV
- B. DBC.ResUsageSawt
- C. DBC.AMPUsage
- D. DBC.ResUsageSldv
Answer: B
Explanation:
The DBC.ResUsageSawt view provides detailed information about the resource usage of AMP Worker Tasks (AWTs), including whether AMPs are experiencing flow control. Flow control occurs when AMPs are overwhelmed and need to throttle the workload, and this view tracks metrics related to AWT usage and system resource contention, which would indicate when AMPs are under strain.
Option A (DBC.SessionInfoV) provides information about current user sessions but does not provide insights into AMP-level flow control or resource usage.
Option C (DBC.AMPUsage) provides general statistics about AMP usage but doesn't give detailed information about flow control or AWT usage.
Option D (DBC.ResUsageSldv) tracks statistics related to logical disk usage but isn't focused on AMP flow control.
NEW QUESTION # 40
After a recent migration, a request has started to take significant time to complete. Upon a detailed investigation of the EXPLAIN plan, it is found that an accidental unconstrained product join on a very uniformly-distributed large table was the prime reason for the issue. The Administrator needs to use workload management to detect when this request is running.
Which criteria should the Administrator select for this issue?
- A. CPU Utilization
- B. AWT Wait Time
- C. CPU Disk Ratio
- D. CPU Skew
Answer: D
Explanation:
CPU Skew is a metric that measures the uneven distribution of CPU usage across AMPs (Access Module Processors). In the case of an accidental unconstrained product join on a large, uniformly distributed table, certain AMPs may handle significantly more work than others, leading to high CPU Skew. This skew occurs because the product join results in an inefficient execution plan, where data from the large table is unnecessarily compared row-by-row with another table.
Option A (AWT Wait Time) refers to the time queries spend waiting for available AMP Worker Tasks, but it is not directly related to detecting the inefficiencies caused by product joins.
Option C (CPU Disk Ratio) measures the relationship between CPU usage and disk I/O. While it could indicate inefficiency, it doesn't directly pinpoint product join issues like CPU Skew does.
Option D (CPU Utilization) reflects overall CPU usage but doesn't indicate imbalance across AMPs, which is critical for detecting issues like product joins.
NEW QUESTION # 41
An Administrator needs to provide end users access to data in a Native Object Store using shared credentials.
How can this be accomplished?
- A. Define a FOREIGN TABLE with DEFINER TRUSTED security.
- B. Grant users access to a shared AUTHORIZATION object.
- C. Use an S3 1AM role or Azure SAS token rather than User and Password.
- D. Define a FUNCTION MAPPING with INVOKER TRUSTED security.
Answer: B
Explanation:
In Teradata's Native Object Store, the AUTHORIZATION object stores shared credentials (such as an S3 IAM role, Azure SAS token, or other cloud storage credentials). By granting users access to this shared authorization object, the administrator can allow multiple users to access the object store using the same set of credentials. This simplifies credential management and ensures secure access to the external data source.
Option A (Define a FOREIGN TABLE with DEFINER TRUSTED security) refers to defining a foreign table with a specific security model but does not handle shared credentials directly.
Option B (Define a FUNCTION MAPPING with INVOKER TRUSTED security) relates to function mappings and security contexts for user-defined functions, not directly to shared credentials for accessing an object store.
Option C (Use an S3 IAM role or Azure SAS token rather than User and Password) is a part of how credentials might be managed, but it does not address the mechanism for sharing these credentials among users. The AUTHORIZATION object is the correct method for managing and sharing these credentials securely.
NEW QUESTION # 42
A customer is complaining that the creation of a large table in the lab environment is getting stuck in the merge step. The customer is using the following command to create the table:
CREATE TABLE ... AS (SELECT * ...) WITH DATA
Which recommendation will help the merge step?
- A. Users of the lab may have lower priority than other workloads, so the creation of the table should be moved to off-peak hours.
- B. The MERGEBLOCKRATIO should be specified for the table to improve the data block merge operation.
- C. A column that provides good distribution should be specified as PRIMARY INDEX.
- D. The table should be created with "CREATE TABLE ... AS (SELECT *...) WITH NO DATA", and afterwards, "INSERT ... SELECT *" should be used to fill the table.
Answer: D
Explanation:
Merge step issues often occur when a large amount of data is being processed during the table creation, especially if the system is trying to simultaneously create the table and insert data.
By using "WITH NO DATA", the table structure is created first, without the actual data being inserted during the table creation process. The *"INSERT ... SELECT " command can then be used afterwards to populate the table in a more controlled way, reducing the load on the system during the creation phase and potentially improving the efficiency of the merge step.
Specifying a good distribution for the primary index can help overall performance, but it doesn't directly address the issue with the merge step in this scenario.
Specifying the MERGEBLOCKRATIO isn't typically a solution for this specific problem; the merge block ratio is more about the optimization of data block merges rather than the creation of tables.
Moving the creation to off-peak hours may help if the environment is busy, but it doesn't directly address the core issue of the merge step getting stuck.
NEW QUESTION # 43
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