sql - What is a columnar database? - Stack Overflow How do they differ from relational databases? A relation database is a logical concept A columnar database, or column-store, is a physical concept Thus the two terms are not comparable in any meaningful way Column- oriented DMBSs may be relational or not, just as row-oriented DBMS's may adhere more or less to relational principles
How is ColumnarToRow an efficient operation in Spark In my understanding columnar format is better for MapReduce tasks Even for something like selection of some columns, columnar works well as we don't have to load other columns into memory But in
snowflake cloud data platform - What is hybrid-columnar storage . . . Columnar Storage organizes data by columns rather than rows Each column's data is stored together, allowing for efficient data compression and faster query performance for analytic workloads that typically access a subset of columns
Whats the difference between NoSQL and a Column-Oriented database? Some NoSQL databases are column-oriented databases, and some SQL databases are column-oriented as well Whether the database is column or row-oriented is a physical storage implementation detail of the database and can be true of both relational and non-relational (NoSQL) databases Vertica, for example, is a column-oriented relational database so it wouldn't actually qualify as a NoSQL
Is Cassandra a column oriented or columnar database The definition from Wikipedia also helps further: Wide-column stores such as Bigtable and Apache Cassandra are not column stores in the original sense of the term, since their two-level structures do not use a columnar data layout In genuine column stores, a columnar data layout is adopted such that each column is stored separately on disk
Delete in Postgres citus columnar storage alternatives 1 I am planning to use citus to store system logs for upto n no of days after which they should be deleted Citus columnar store looked like the perfect database for this until I read this where its mentioned no deletes can be performed on columnar So my question is there an alternate way of achieving delete in the columnar store?