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| Section | Weight | Objectives |
|---|---|---|
| Query Optimization & Performance | 11% | - Tuning strategies and best practices - Query planning and execution |
| SQL Fundamentals & Functions | 5% | - Basic and advanced SQL - Built-in functions and extensions |
| Greenplum Foundational Concepts | 5% | - Distributed database fundamentals - Architecture and components |
| Cluster Management & Monitoring | 10% | - Resource groups and workload management - Monitoring tools and health checks |
| Data Protection & High Availability | 10% | - Mirroring and fault tolerance - Backup and recovery strategies |
| Database Objects & Data Organization | 10% | - Tables, indexes, constraints - Data distribution and partitioning |
| Advanced Analytics & Extensions | 12% | - Vector databases and similarity search - Text analytics (GPText) - In-database ML (MADlib) - 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 |
| Data Loading & External Data Access | 12% | - ETL pipelines and utilities - External tables and protocols |
1. Which two GPText administrative actions require using the gptext-control utility?
(Choose two)
A) Monitoring collection query usage
B) Deploying Solr config sets
C) Purging index cache from disk
D) Restarting the Solr engine
2. Which two options describe Greenplum's approach to disaster recovery?
(Choose two)
A) Enabling foreign data wrappers
B) Use of segment mirroring
C) Periodic reindexing of all tables
D) Backups with gpbackup
3. Which of the following algorithms is available in the MADlib library?
A) YOLOv3
B) Long Short-Term Memory (LSTM)
C) Convolutional Neural Network (CNN)
D) Logistic Regression
4. What Greenplum component supports spatial indexing using hexagonal grids?
A) H3
B) PL/Container
C) MADlib
D) GPText
5. Which Greenplum SQL function is used to search indexed documents within GPText collections?
A) solr_query()
B) gptext.query()
C) gptext_search_json()
D) gptext_search()
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: B,D | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: D |
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