commit | 45995e6892720fce476f1c9df53941ed870d1a04 | [log] [tgz] |
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author | Michael Smith <michael.smith@cloudera.com> | Wed Dec 06 13:39:41 2023 -0800 |
committer | Michael Smith <michael.smith@cloudera.com> | Thu Mar 28 16:34:48 2024 +0000 |
tree | b1303c9a2caecbe3cdd6978f8b2c192f5ad0671b | |
parent | b03cfcf2ade6dea7fed10f4a3db5c58ddf2c6bd2 [diff] |
IMPALA-12540: Query Live Table Defines SystemTable which are in-memory tables that can provide access to Impala state. Adds the 'impala_query_live' to the database 'sys', which already exists for 'sys.impala_query_log'. Implements the 'impala_query_live' table to view active queries across all coordinators sharing the same statestore. SystemTables create new SystemTableScanNodes for their scan node implementation. When computing scan range locations, SystemTableScanNodes creates a scan range for each in the cluster (identified via ClusterMembershipMgr). This produces a plan that looks like: Query: explain select * from sys.impala_query_live +------------------------------------------------------------+ | Explain String | +------------------------------------------------------------+ | Max Per-Host Resource Reservation: Memory=4.00MB Threads=2 | | Per-Host Resource Estimates: Memory=11MB | | WARNING: The following tables are missing relevant table | | and/or column statistics. | | sys.impala_query_live | | | | PLAN-ROOT SINK | | | | | 01:EXCHANGE [UNPARTITIONED] | | | | | 00:SCAN SYSTEM_TABLE [sys.impala_query_live] | | row-size=72B cardinality=20 | +------------------------------------------------------------+ Impala's scheduler checks for whether the query contains fragments that can be scheduled on coordinators, and if present includes an ExecutorGroup containing all coordinators. These are used to schedule scan ranges that are flagged as 'use_coordinator', allowing SystemTableScanNodes to be scheduled on dedicated coordinators and outside the selected executor group. Execution will pull data from ImpalaServer on the backend via a SystemTableScanner implementation based on table name. In the query profile, SYSTEM_TABLE_SCAN_NODE includes ActiveQueryCollectionTime and PendingQueryCollectionTime to track time spent collecting QueryState from ImpalaServer. Grants QueryScanner private access to ImpalaServer, identical to how ImpalaHttpHandler access internal server state. Adds custom cluster tests for impala_query_live, and unit tests for changes to planner and scheduler. Change-Id: Ie2f9a449f0e5502078931e7f1c5df6e0b762c743 Reviewed-on: http://gerrit.cloudera.org:8080/20762 Reviewed-by: Jason Fehr <jfehr@cloudera.com> Reviewed-by: Riza Suminto <riza.suminto@cloudera.com> Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Lightning-fast, distributed SQL queries for petabytes of data stored in open data and table formats.
Impala is a modern, massively-distributed, massively-parallel, C++ query engine that lets you analyze, transform and combine data from a variety of data sources:
The fastest way to try out Impala is a quickstart Docker container. You can try out running queries and processing data sets in Impala on a single machine without installing dependencies. It can automatically load test data sets into Apache Kudu and Apache Parquet formats and you can start playing around with Apache Impala SQL within minutes.
To learn more about Impala as a user or administrator, or to try Impala, please visit the Impala homepage. Detailed documentation for administrators and users is available at Apache Impala documentation.
If you are interested in contributing to Impala as a developer, or learning more about Impala's internals and architecture, visit the Impala wiki.
Impala only supports Linux at the moment. Impala supports x86_64 and has experimental support for arm64 (as of Impala 4.0). Impala Requirements contains more detailed information on the minimum CPU requirements.
Impala runs on Linux systems only. The supported distros are
Other systems, e.g. SLES12, may also be supported but are not tested by the community.
This distribution uses cryptographic software and may be subject to export controls. Please refer to EXPORT_CONTROL.md for more information.
See Impala's developer documentation to get started.
Detailed build notes has some detailed information on the project layout and build.