Tez
E829915
Tez is a generalized data processing framework from the Apache Hadoop ecosystem designed to execute complex data-processing tasks efficiently, often used as an underlying engine for higher-level tools like Apache Pig and Hive.
Observed surface forms (1)
| Surface form | Occurrences |
|---|---|
| Apache Tez | 0 |
Statements (48)
| Predicate | Object |
|---|---|
| instanceOf |
Apache Hadoop ecosystem project
ⓘ
data processing framework ⓘ open-source software ⓘ |
| advantageOverMapReduce |
enables better query optimization in Hive
ⓘ
reduces job startup overhead ⓘ supports complex DAGs instead of fixed map and reduce phases ⓘ |
| comparedTo | MapReduce NERFINISHED ⓘ |
| designedFor |
DAG-based data processing
ⓘ
generalized data processing ⓘ |
| developer | Apache Software Foundation NERFINISHED ⓘ |
| ecosystem | Apache Hadoop NERFINISHED ⓘ |
| feature |
container reuse
ⓘ
counters and metrics ⓘ customizable data processing pipelines ⓘ directed acyclic graph execution ⓘ fault tolerance ⓘ input and output processors ⓘ pluggable shuffle handlers ⓘ session reuse ⓘ speculative execution ⓘ task-level optimization ⓘ timeline events ⓘ vertex parallelism ⓘ |
| hasComponent |
Application Master
ⓘ
DAGAppMaster NERFINISHED ⓘ Edge ⓘ Task ⓘ Vertex ⓘ |
| license | Apache License 2.0 ⓘ |
| name | Tez NERFINISHED ⓘ |
| optimizedFor |
efficient resource utilization
ⓘ
high throughput ⓘ low-latency execution ⓘ |
| partOf | Apache Big Data ecosystem ⓘ |
| programmingLanguage | Java ⓘ |
| repository | https://github.com/apache/tez ⓘ |
| runsOn | Hadoop YARN NERFINISHED ⓘ |
| supports |
ETL workloads
ⓘ
SQL-on-Hadoop workloads ⓘ batch processing ⓘ complex data-processing tasks ⓘ graph processing patterns ⓘ interactive processing ⓘ |
| usedAs | execution engine ⓘ |
| usedBy |
Apache Cascading
NERFINISHED
ⓘ
Apache Hive NERFINISHED ⓘ Apache Pig NERFINISHED ⓘ |
| website | https://tez.apache.org/ ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.