Practice - GraphX API: Combining Flexibility and Efficiency
Practice Questions
Test your understanding with targeted questions
Define GraphX.
💡 Hint: Think about Spark's capabilities in handling graphs.
What is a vertex?
💡 Hint: Consider what represents a point in a graph.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does GraphX specialize in?
💡 Hint: Consider what type of data structures it deals with.
True or False: The Pregel API is used for handling static data.
💡 Hint: Think about the operations and processing involved.
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Challenge Problems
Push your limits with advanced challenges
Design a small graph example with vertices for cities and edges for roads. Use GraphX to find the shortest path between two cities.
💡 Hint: Consider how messages can be passed along the edges to update the shortest distance.
Apply GraphX to identify clusters within the graph representation of a social network to find communities.
💡 Hint: Focus on how adjustments to the state based on neighbor connections can yield meaningful clusters.
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Reference links
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