Which tool or framework is commonly used for automating ETL testing processes?
- Apache Airflow
- Apache Kafka
- Informatica
- Selenium
Informatica is a widely used tool for automating ETL (Extract, Transform, Load) testing processes. It provides features for data integration, data quality, and data governance, making it suitable for automating the testing of ETL workflows and ensuring the accuracy of data transformations.
One way to test authorization vulnerabilities is through ____________ testing, which involves attempting to access resources without proper authorization.
- Access
- Intrusion
- Penetration
- Unauthorized
Unauthorized access testing involves trying to access resources without the appropriate permissions. By simulating unauthorized access attempts, testers can identify weaknesses in the authorization mechanisms and strengthen the security of the system.
Which of the following is NOT typically a factor considered during load testing?
- Concurrent users
- Database schema
- Network latency
- Server response time
Load testing focuses on evaluating the system's performance under expected loads by simulating real-world usage scenarios. Factors like network latency, concurrent users, and server response time are typically considered in load testing to assess the system's ability to handle user loads effectively. However, the database schema, which defines the structure of the database, is not directly related to load testing. Load testing primarily focuses on aspects like response times, throughput, and resource utilization, rather than the database's structural design.
A database security audit reveals that the database server is not using secure communication protocols, potentially exposing data during transmission. What immediate steps should be taken to enhance database security?
- Configure the database server to use SSL/TLS encryption for communication.
- Implement strong password policies for database user accounts.
- Increase physical security measures around the database server.
- Update the database server software to the latest version.
The immediate step to enhance database security is to configure the database server to use SSL/TLS encryption for communication. This ensures that data transmitted between clients and the server is encrypted, mitigating the risk of exposure during transmission. Updating the software and implementing strong password policies are important security measures but do not directly address the communication vulnerability. Physical security measures are essential but do not pertain to securing communication protocols.
____________ testing is a type of compliance testing that verifies the ability to recover data in case of a disaster.
- Backup and Recovery
- Integration
- Performance
- Stress
Backup and recovery testing ensures that data can be successfully retrieved in case of a disaster, such as system failure, data corruption, or cyber-attacks. It involves testing backup procedures, data restoration processes, and disaster recovery plans to ensure they function effectively. This is crucial for maintaining data integrity and minimizing downtime in critical situations.
Data cleansing involves the process of removing or correcting ____________ in the data.
- Anomalies
- Errors
- Inconsistencies
- Irregularities
Data cleansing is about rectifying inconsistencies or anomalies in the data, ensuring data quality and integrity for accurate analysis and decision-making.
SQL ____________ is a technique that prevents SQL injection attacks by escaping special characters.
- Encoding
- Escaping
- Filtering
- Injection
SQL injection attacks occur when an attacker inserts malicious SQL code into input fields, exploiting vulnerabilities in the application's SQL query construction. Escaping special characters is a technique used to neutralize the effect of these characters, preventing them from being interpreted as part of the SQL query. This helps to ensure the integrity and security of the database.
Which entity typically defines the regulatory standards that organizations must adhere to regarding their databases?
- Database administrators
- Database vendors
- Government agencies
- Industry consortiums
Regulatory standards for databases are typically defined by government agencies. These standards may vary depending on the industry and location, and organizations must ensure compliance with the relevant regulations to avoid legal and financial consequences.
ETL testing tools often provide features for data ____________ to identify data quality issues.
- Extraction
- Loading
- Profiling
- Transformation
ETL testing tools often include data profiling capabilities, allowing testers to analyze the data and identify potential quality issues such as inconsistencies, duplicates, or missing values. Profiling helps in understanding the data distribution and its characteristics, facilitating effective testing and validation of ETL processes.
What is SQL injection testing, and why is it essential in SQL query testing?
- Detecting and preventing malicious SQL queries
- Evaluating SQL query performance
- Identifying syntax errors in SQL queries
- Verifying database schema integrity
SQL injection testing involves probing a system with malicious SQL queries to identify vulnerabilities. It is critical in SQL query testing to prevent attackers from exploiting vulnerabilities to gain unauthorized access to databases or manipulate data.