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https://issues.apache.org/jira/browse/SPARK-6214?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Dale Richardson updated SPARK-6214:
-----------------------------------
Description:
This is a proposal to allow for configuration options to be specified via a
simple expression language. This language would have the following features:
* Allow for basic arithmetic (+-/*) with support for bracketed expressions and
standard precedence rules.
* Support for and normalisation of common units of scale eg. MB, GB,
seconds,minutes,hours, days and weeks.
* Allow for the referencing of basic environmental information currently
defined as:
numCores: Number of cores assigned to the JVM
physicalMemoryBytes: Memory size of hosting machine
JVMTotalMemoryBytes: current bytes of memory allocated to the JVM
JVMMaxMemoryBytes: Maximum number of bytes of memory available to the JVM
JVMFreeMemoryBytes: maxMemoryBytes - totalMemoryBytes
* Allow for the limited referencing of other configuration values when
specifying values. (Other configuration values must be initialised and
explicitly passed into the expression evaluator for this functionality to be
enabled).
Such a feature would have the following end-user benefits:
* Allow for the flexibility in specifying time intervals or byte quantities in
appropriate and easy to follow units e.g. 1 week rather rather then 604800
seconds
* Have a consistent means of entering configuration information regardless of
the configuration option being added. (eg questions such as ‘is the particular
option specified in ms or seconds?’ become irrelevant, because the user can
pick what ever unit makes sense for the magnitude of the value they are
specifying)
* Allow for the scaling of a configuration option in relation to a system
attributes. e.g.
--cores "numCores - 1"
spark.executor.memory = physicalMemoryBytes - 1.5 GB
* Being able to scale multiple configuration options together eg:
spark.driver.memory = 0.75 * physicalMemoryBytes
spark.driver.maxResultSize = spark.driver.memory * 0.8
was:
This is a proposal to allow for configuration options to be specified via a
simple expression language. This language would have the following features:
* Allow for basic arithmetic (+-/*) with support for bracketed expressions and
standard precedence rules.
* Support for and normalisation of common units of scale eg. MB, GB,
seconds,minutes,hours, days and weeks.
* Allow for the referencing of basic environmental information currently
defined as:
numCores: Number of cores assigned to the JVM
physicalMemoryBytes: Memory size of hosting machine
JVMTotalMemoryBytes: current bytes of memory allocated to the JVM
JVMMaxMemoryBytes: Maximum number of bytes of memory available to the JVM
JVMFreeMemoryBytes: maxMemoryBytes - totalMemoryBytes
* Allow for the limited referencing of other configuration values when
specifying values. (Other configuration values must be initialised and
explicitly passed into the expression evaluator for this functionality to be
enabled).
Such a feature would have the following end-user benefits:
* Allow for the flexibility in specifying time intervals or byte quantities in
appropriate and easy to follow units e.g. 1 week rather rather then 604800
seconds
* Have a consistent means of entering configuration information regardless of
the configuration option being added. (eg questions such as ‘is the particular
option specified in ms or seconds?’ become irrelevant, because the user can
pick what ever unit makes sense for the magnitude of the value they are
specifying)
* Allow for the scaling of a configuration option in relation to a system
attributes. e.g.
SPARK_WORKER_CORES = numCores - 1
SPARK_WORKER_MEMORY = physicalMemoryBytes - 1.5 GB
* Being able to scale multiple configuration options together eg:
spark.driver.memory = 0.75 * physicalMemoryBytes
spark.driver.maxResultSize = spark.driver.memory * 0.8
> Allow configuration options to use a simple expression language
> ---------------------------------------------------------------
>
> Key: SPARK-6214
> URL: https://issues.apache.org/jira/browse/SPARK-6214
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Reporter: Dale Richardson
> Priority: Minor
>
> This is a proposal to allow for configuration options to be specified via a
> simple expression language. This language would have the following features:
> * Allow for basic arithmetic (+-/*) with support for bracketed expressions
> and standard precedence rules.
> * Support for and normalisation of common units of scale eg. MB, GB,
> seconds,minutes,hours, days and weeks.
> * Allow for the referencing of basic environmental information currently
> defined as:
> numCores: Number of cores assigned to the JVM
> physicalMemoryBytes: Memory size of hosting machine
> JVMTotalMemoryBytes: current bytes of memory allocated to the JVM
> JVMMaxMemoryBytes: Maximum number of bytes of memory available to the JVM
> JVMFreeMemoryBytes: maxMemoryBytes - totalMemoryBytes
> * Allow for the limited referencing of other configuration values when
> specifying values. (Other configuration values must be initialised and
> explicitly passed into the expression evaluator for this functionality to be
> enabled).
>
> Such a feature would have the following end-user benefits:
> * Allow for the flexibility in specifying time intervals or byte quantities
> in appropriate and easy to follow units e.g. 1 week rather rather then
> 604800 seconds
> * Have a consistent means of entering configuration information regardless of
> the configuration option being added. (eg questions such as ‘is the
> particular option specified in ms or seconds?’ become irrelevant, because the
> user can pick what ever unit makes sense for the magnitude of the value they
> are specifying)
> * Allow for the scaling of a configuration option in relation to a system
> attributes. e.g.
> --cores "numCores - 1"
> spark.executor.memory = physicalMemoryBytes - 1.5 GB
> * Being able to scale multiple configuration options together eg:
> spark.driver.memory = 0.75 * physicalMemoryBytes
> spark.driver.maxResultSize = spark.driver.memory * 0.8
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