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| Section | Weight | Objectives |
|---|---|---|
| Troubleshooting & Maintenance | 8% | - Upgrades and patching - Common issues and resolution |
| Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| SQL Fundamentals & Functions | 5% | - Built-in functions and extensions - Basic and advanced SQL |
| Query Optimization & Performance | 11% | - Query planning and execution - Tuning strategies and best practices |
| Database Objects & Data Organization | 10% | - Data distribution and partitioning - Tables, indexes, constraints |
| Cluster Management & Monitoring | 10% | - Monitoring tools and health checks - Resource groups and workload management |
| Data Protection & High Availability | 10% | - Backup and recovery strategies - Mirroring and fault tolerance |
| Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
| Advanced Analytics & Extensions | 12% | - In-database ML (MADlib) - Vector databases and similarity search - Spatial data processing (PostGIS, H3) - Text analytics (GPText) |
| Security & Access Control | 7% | - Data encryption and compliance - Authentication and authorization |
1. What core technology does GPText integrate with to perform search and indexing operations?
A) ElasticSearch
B) Apache Solr
C) Apache Kafka
D) PostgreSQL Logical Replication
2. Which utility in Greenplum is most commonly used for parallel data loading from external files?
A) gptransfer
B) gpbackup
C) gpload
D) gpfdist
3. Which two query characteristics can lead to inefficient execution plans in Greenplum?
(Choose two)
A) Using partitioned tables with filters
B) Large result sets with no LIMIT clause
C) Joins between non-co-located tables
D) Queries using WHERE clause on indexed columns
4. When creating an external table, which clause is essential for defining the data source location?
A) ON SEGMENT
B) PARTITION BY
C) LOCATION
D) PRIMARY KEY
5. Which two statements are true regarding the ST_DWithin function in PostGIS?
(Choose two)
A) It is used to measure the area of a geometry
B) It only works on GEOGRAPHY types
C) It can leverage spatial indexes for performance
D) It returns true if two geometries are within a specified distance
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: B,C | Question # 4 Answer: C | Question # 5 Answer: C,D |
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