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| Section | Weight | Objectives |
|---|---|---|
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Greenplum Foundational Concepts | 5% | - Architecture and components - Distributed database fundamentals |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - In-database ML (MADlib) - Text analytics (GPText) - Spatial data processing (PostGIS, H3) |
| Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance |
| Troubleshooting & Maintenance | 8% | - Common issues and resolution - Upgrades and patching |
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
1. What type of data format is typically required for inserting text documents into GPText collections?
A) JSON
B) Avro
C) Binary HEX
D) CSV
2. How does the gpcheckperf tool assist Greenplum administrators?
A) By validating SQL syntax in stored procedures
B) By running performance tests on interconnect bandwidth and latency
C) By creating performance reports from query plans
D) By exporting system logs to CSV
3. You are asked to load a 10GB CSV file into Greenplum in the shortest possible time. You want to leverage Greenplum's parallelism and avoid unnecessary file duplication. What should you do?
A) Use psql with COPY and load the entire file on the master node
B) Create an external readable table pointing to the CSV file and query it directly
C) Load the file into a replicated table using INSERT INTO
D) Transfer the file to all segments manually and use gpload in non-parallel mode
4. How does Greenplum ensure high availability of its master node?
A) By replicating data across all segment nodes
B) Through the use of a standby master node
C) Through a distributed file system
D) By automatically restarting failed services
5. An administrator is planning to expand a Greenplum cluster by adding three new segment hosts. After physical installation, which utility should be used to integrate the new nodes and redistribute data across them?
A) gpexpand
B) gpstart
C) gprecoverseg
D) gptransfer
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: A |
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