kylin depends on hadoop eco-system
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hive
input source pre-join star schema during cube building
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mapreduce
aggregate metrics during cube building
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hdfs
store intermediate files during cube building
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hbase
store and query data cubes
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calcite
sql parsing code generation optimization
kylin highlight
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extremely fast olap engine at scale
kylin is designed to reduce query latency on hadoop for 10+ billions of rows of data to seconds
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ansi sql interface on hadoop
kylin offers ansi sql on hadoop and support most ansi sql query functions
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seamless integration with bi tools
kylin currently offers integration capability with bi tools like tableau
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interactive query capability
user can interact with hadoop data via kylin at sub-second latency
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molap cube
user can define a data model and pre-build in kylin with more than 10+ billions of raw data records