A subquery enclosed in parentheses is also known as a ____________ subquery.
- Aggregate
- Correlated
- Nested
- Scalar
A subquery enclosed in parentheses is commonly referred to as a nested subquery. It's a query within another query, often used to perform operations based on the results of the outer query.
Which framework is often used for managing and scheduling ETL jobs?
- Apache Airflow
- Apache Hadoop
- Apache Kafka
- Apache Spark
Apache Airflow is often used for managing and scheduling ETL (Extract, Transform, Load) jobs. It provides a platform to programmatically author, schedule, and monitor workflows, making it easier to manage complex ETL processes efficiently.
During stress testing, if the system fails to recover gracefully after reaching its limits, what type of issue is likely occurring?
- Memory leak
- Poor exception handling
- Race condition
- Resource exhaustion
Poor exception handling can lead to the system failing to recover gracefully during stress testing. When the system encounters exceptional conditions under stress, such as reaching its limits, proper exception handling ensures that it can handle errors smoothly without crashing or causing adverse effects. If the system lacks adequate exception handling mechanisms, it may fail to recover gracefully, leading to performance issues or system failures.
Which SQL command is used to raise a custom error message in a query?
- RAISE
- RAISE_ERROR
- RAISE_EXCEPTION
- THROW_ERROR
The "RAISE" command in SQL is used to raise a custom error message in a query. It allows developers to handle exceptional scenarios by providing meaningful error messages.
Test ____________ is a critical aspect of test reporting and metrics as it helps stakeholders understand the quality of the software.
- Quality Assurance
- Test Analysis
- Test Coverage
- Test Execution
Test Coverage Test coverage refers to the extent to which the software under test has been exercised by tests. It helps stakeholders understand which parts of the software have been tested and which have not. This metric is crucial in determining the effectiveness of the testing process and identifying areas that may require additional testing efforts to improve overall software quality.
In CI/CD, what is the purpose of a "build pipeline" in relation to database testing?
- To automate the process of compiling code
- To facilitate automated testing of database changes
- To manage deployment of database updates
- To monitor performance of database queries
In a CI/CD context, the build pipeline orchestrates the steps necessary to compile code, run tests, and deploy changes. Specifically, regarding database testing, it ensures that database updates are deployed smoothly and efficiently, allowing for rigorous testing before deployment, thereby enhancing the reliability of the overall system.
Scenario: In an authorization testing scenario, you find that a user with limited privileges can access sensitive customer data. What immediate action should you take to mitigate this security risk?
- Encrypt data transmission
- Implement multi-factor authentication
- Increase the server bandwidth
- Restrict access privileges
The immediate action to mitigate the security risk is to restrict access privileges. This involves revising the permissions assigned to the user to ensure they only have access to the data and features necessary for their role. Implementing proper access controls helps prevent unauthorized access to sensitive information.
_________ is a technique used to break down large data sets into smaller, more manageable chunks for processing.
- Clustering
- Indexing
- Partitioning
- Sharding
Partitioning is a technique used to divide a large dataset into smaller, more manageable parts for processing. Each partition is then processed independently, which can lead to improved performance and scalability, especially in distributed databases where data is spread across multiple nodes.
The test execution ____________ metric indicates the percentage of test cases executed successfully.
- Accuracy Rate
- Completion Rate
- Efficiency Rate
- Success Rate
Success Rate The test execution success rate metric measures the percentage of test cases that have been executed successfully without encountering any errors or failures. This metric is essential for assessing the reliability and stability of the software under test. A high success rate indicates a robust testing process and suggests that the software meets its functional requirements adequately. Conversely, a low success rate may indicate issues that need to be addressed to improve the quality of the software.
One of the key challenges in compliance and regulatory testing is ensuring ongoing ____________ with evolving standards.
- Adherence
- Compatibility
- Compliance
- Consistency
Ensuring ongoing adherence with evolving standards is crucial in compliance and regulatory testing. As regulations and standards evolve over time, database systems must continuously adapt to remain compliant. This involves regularly updating processes, procedures, and technologies to align with the latest regulatory requirements and industry best practices.