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| Section | Weight | Objectives |
|---|---|---|
| Advanced Analytics & Extensions | 12% | - Spatial data processing (PostGIS, H3) - Vector databases and similarity search - In-database ML (MADlib) - Text analytics (GPText) |
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Security & Access Control | 7% | - Authentication and authorization - Data encryption and compliance |
| Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| 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 |
| Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
1. Which Greenplum component provides distributed full-text search and indexing capabilities?
A) PL/Container
B) MADlib
C) GPText
D) GPFDIST
2. 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) Transfer the file to all segments manually and use gpload in non-parallel mode
C) Load the file into a replicated table using INSERT INTO
D) Create an external readable table pointing to the CSV file and query it directly
3. What are two advantages of using hexagonal grids (H3) over square grids in spatial analysis?
(Choose two)
A) Automatic color scaling for layers
B) Lower spatial distortion at poles
C) Equal distance to adjacent cells
D) More accurate rendering in PostGIS maps
4. What are two characteristics of hash-distributed tables in Greenplum that enhance query performance?
(Choose two)
A) Supports automatic compression
B) Reduces segment-level locking
C) Enables co-location of related rows
D) Evenly distributes data across segments
5. How can GPCC assist in identifying problematic queries?
A) By automatically terminating all long-running queries
B) By exporting query results to external CSV files
C) By highlighting queries with high resource usage in real time
D) By removing queries from system logs
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: B,C | Question # 4 Answer: C,D | Question # 5 Answer: C |
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