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Database / ScyllaDB Interview questions

Define a partition key in ScyllaDB?

A partition key is the portion of a table's primary key that determines which node(s) store a given row, by hashing the key value into a token that maps to a range owned by a specific replica set. Every row with the same partition key lands in the same partition, physically together on disk.

CREATE TABLE sensor_readings (
  sensor_id text,
  reading_time timestamp,
  value double,
  PRIMARY KEY (sensor_id, reading_time)
);

Here sensor_id is the partition key: all readings for one sensor are stored together and can be read efficiently as a range. Choosing a partition key with high cardinality and even access patterns is critical, since a key with too few distinct values, or one that concentrates traffic, creates an oversized or overloaded partition that a single set of replicas must absorb.

What does the partition key determine?
What risk comes from a low-cardinality partition key?

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More Related questions...

What is ScyllaDB? What are the key features of ScyllaDB? What is the shard-per-core architecture in ScyllaDB? Define a partition key in ScyllaDB? What is a clustering key in ScyllaDB? What are the data types supported by ScyllaDB? Describe the Seastar framework used by ScyllaDB? What are the types of consistency levels in ScyllaDB? List the compaction strategies available in ScyllaDB? How do you create a table in ScyllaDB? What is a materialized view in ScyllaDB? Explain the purpose of the commit log in ScyllaDB? What is ScyllaDB Alternator? How do you apply TTL to data in ScyllaDB? What is ScyllaDB Manager? Why doesn't ScyllaDB rely on a JVM? How does ScyllaDB achieve linear scalability per node? What is the difference between ScyllaDB and Apache Cassandra? When should you use a local secondary index versus a global one? What happens when a wide partition forms in ScyllaDB? How is data replicated across nodes in ScyllaDB? Why should you avoid large batch statements in ScyllaDB? What is the difference between ScyllaDB and DynamoDB? How does ScyllaDB handle node failure with hinted handoff? When would you choose LOCAL_QUORUM over QUORUM? How can you optimize write performance in ScyllaDB? What is the difference between memtables and SSTables? Why do we use tombstones in ScyllaDB? How does ScyllaDB's shard-aware driver route requests? What is the difference between STCS and LCS compaction? When should you use lightweight transactions in ScyllaDB? How is repair implemented in ScyllaDB? Why doesn't ScyllaDB support arbitrary ad-hoc joins? What is the difference between ScyllaDB tablets and vnodes? How do you troubleshoot high read latency in ScyllaDB? Explain the internal working of the Seastar future-promise model? Explain the execution flow of a write request in ScyllaDB? Explain the lifecycle of an SSTable in ScyllaDB? How does ScyllaDB guarantee strongly consistent schema changes using Raft? What happens internally when ScyllaDB performs compaction? How can you optimize a multi-datacenter ScyllaDB deployment for latency? Which is better and why: LOCAL_QUORUM or ONE for a globally distributed app? How does token-aware routing improve latency in ScyllaDB? Why is the gossip protocol critical to ScyllaDB's cluster membership? How do you troubleshoot compaction backlog in ScyllaDB? Explain the internal working of ScyllaDB's read path? What happens when a node becomes unavailable in a ScyllaDB cluster? How does ScyllaDB implement Change Data Capture internally? Explain the execution flow of a lightweight transaction in ScyllaDB? How can you optimize schema design to avoid wide partitions at scale?
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