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31/Job Constraints Specification

This specification describes an extensible format for the description of job constraints.

Name github.com/flux-framework/rfc/spec_31.rst
Editor Mark A. Grondona <mgrondona@llnl.gov>
State raw

Language

Related Standards

Goals

  • Define a format for the specification of general constraints in jobspec
  • Embed extensibility into the format to allow for growth of feature set

Background

It is common practice for resource management systems to allow job requests to contain constraints beyond the size and count of resources that are being requested. Most often, these constraints specify a set of allowable features or properties which the assigned resources must satisfy. However more complex constraint satisfaction problems are often supported to allow for advanced resource matching.

This RFC defines an extensible format for the specification of job constraints in JSON.

Representation

Job constraints SHALL be represented as a JSON object, which loosely follows the JsonLogic format of

{ "operator": [ "values", ] }

where each value can also be a constraint object. This format has several advantages:

  • The set of supported operators can be restricted for ease of implementation then later extended for additional functionality
  • The format allows nesting to support complex constraints
  • Simple cases can be expressed simply

The following constraint operators SHALL be supported

  • properties: The set of values SHALL designate a set of required properties on execution targets. As a special case, if a property value begins with the character ^, then the remaining part of the value SHALL indicate a property that MUST NOT be included in the allocated resource set.

  • hostlist: The set of values SHALL designate one or more sets of required hostnames in RFC 29 Hostlist Format.

  • ranks: The set of values SHALL designate one or more sets of ranks compatible with the RFC 22 Idset Representation.

  • not: Logical negation. Takes a single value and negates it. For example, to constrain a job to only those resources that do not have a set of attributes foo and bar, the following expression could be used

    { "not": [{ "properties": [ "foo", "bar" ]}] }

  • or: Simple logical or. Evaluates true if any one of the value arguments is true, e.g. to constrain jobs to resources that have either foo or bar:

    { "or": [{ "properties": [ "foo" ]}, { "properties": [ "bar" ]}] }

  • and: Simple logical and.

If a constraint operator does not list any values, behavior is operator dependent. The operator may return a match, not a match, or report an error. However, when no values are listed for the conditional operators listed above, { "or": [] } and { "and": [] } are defined to always return true and match anything. { "not": [] } is defined to return false and match nothing.

There may be circumstances where it is convenient to specify a constraint object to "always match" or "never match". The empty value conditionals may be used in those circumstances. i.e. { "or": [] } to "always match" and { "not": [] } to "never match".

In addition, an empty constraint object {} is similarly defined to "always match".

Examples

Constrain resources such that all execution targets have property ssd:

{ "properties": [ "ssd" ] }

Constrain resources such that no execution targets with property slowgpu are allocated:

{ "properties": [ "^slowgpu" ] }

or

{ "not": [ { "properties": [ "slowgpu" ] } ] }

Constrain resources to have property ssd or huge:

{ "or": [ { "properties": [ "ssd" ] }, { "properties": [ "huge" ] } ] }

Constrain resources to include only a set of hostnames host0 and host1:

{ "hostlist": [ "host[0-1]" ] }

Constrain resources to exclude hosts host0 and host1:

{ "not": [ { "hostlist": [ "host[0-1]" ] } ] }

Constrain resources to a set of hosts host[0-1] and property ssd:

{ "and": [ { "hostlist": [ "host[0-1]" ] }, { "properties": [ "ssd" ] } ] }

Constrain resources to only those on rank 0:

{ "ranks": [ "0" ] }