280 lines
8.5 KiB
Plaintext
280 lines
8.5 KiB
Plaintext
---
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layout: docs
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page_title: affinity Stanza - Job Specification
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sidebar_title: affinity
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description: |-
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The "affinity" stanza allows restricting the set of eligible nodes.
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Affinities may filter on attributes or metadata. Additionally affinities may
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be specified at the job, group, or task levels for ultimate flexibility.
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---
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# `affinity` Stanza
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<Placement
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groups={[
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['job', 'affinity'],
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['job', 'group', 'affinity'],
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['job', 'group', 'task', 'affinity'],
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]}
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/>
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The `affinity` stanza allows operators to express placement preference for a set of nodes. Affinities may
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be expressed on [attributes][interpolation] or [client metadata][client-meta].
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Additionally affinities may be specified at the [job][job], [group][group], or
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[task][task] levels for ultimate flexibility.
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```hcl
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job "docs" {
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# Prefer nodes in the us-west1 datacenter
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affinity {
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attribute = "${node.datacenter}"
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value = "us-west1"
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weight = 100
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}
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group "example" {
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# Prefer the "r1" rack
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affinity {
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attribute = "${meta.rack}"
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value = "r1"
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weight = 50
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}
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task "server" {
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# Prefer nodes where "my_custom_value" is greater than 5
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affinity {
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attribute = "${meta.my_custom_value}"
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operator = ">"
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value = "3"
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weight = 50
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}
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}
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}
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}
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```
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Affinities apply to task groups but may be specified within job and task stanzas as well.
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Job affinities apply to all groups within the job. Task affinities apply to the whole task group
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that the task is a part of.
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Nomad will use affinities when computing scores for placement. Nodes that match affinities will
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have their scores boosted. Affinity scores are combined with other scoring factors such as bin packing.
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Operators can use weights to express relative preference across multiple affinities. If no nodes match a given affinity,
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placement is still successful. This is different from [constraints][constraint] where placement is
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restricted only to nodes that meet the constraint's criteria.
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## `affinity` Parameters
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- `attribute` `(string: "")` - Specifies the name or reference of the attribute
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to examine for the affinity. This can be any of the [Nomad interpolated
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values](/docs/runtime/interpolation#interpreted_node_vars).
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- `operator` `(string: "=")` - Specifies the comparison operator. The ordering is
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compared lexically. Possible values include:
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```text
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=
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!=
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>
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>=
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<
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<=
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regexp
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set_contains_all
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set_contains_any
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version
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```
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For a detailed explanation of these values and their behavior, please see
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the [operator values section](#operator-values).
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- `value` `(string: "")` - Specifies the value to compare the attribute against
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using the specified operation. This can be a literal value, another attribute,
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or any [Nomad interpolated
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values](/docs/runtime/interpolation#interpreted_node_vars).
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- `weight` `(integer: 50)` - Specifies a weight for the affinity. The weight is used
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during scoring and must be an integer between -100 to 100. Negative weights act as
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anti affinities, causing nodes that match them to be scored lower. Weights can be used
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when there is more than one affinity to express relative preference across them.
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### `operator` Values
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This section details the specific values for the "operator" parameter in the
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Nomad job specification for affinities. The operator is always specified as a
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string, but the string can take on different values which change the behavior of
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the overall affinity evaluation.
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```hcl
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affinity {
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operator = "..."
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}
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```
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- `"regexp"` - Specifies a regular expression affinity against the attribute.
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The syntax of the regular expressions accepted is the same general syntax used
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by Perl, Python, and many other languages. More precisely, it is the syntax
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accepted by RE2 and described at in the [Google RE2
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syntax](https://golang.org/s/re2syntax).
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```hcl
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affinity {
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attribute = "..."
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operator = "regexp"
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value = "[a-z0-9]"
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weight = 50
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}
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```
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- `"set_contains_all"` - Specifies a contains affinity against the attribute. The
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attribute and the list being checked are split using commas. This will check
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that the given attribute contains **all** of the specified elements.
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```hcl
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affinity {
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attribute = "..."
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operator = "set_contains"
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value = "a,b,c"
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weight = 50
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}
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```
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- `"set_contains"` - Same as `set_contains_all`
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- `"set_contains_any"` - Specifies a contains affinity against the attribute. The
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attribute and the list being checked are split using commas. This will check
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that the given attribute contains **any** of the specified elements.
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```hcl
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affinity {
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attribute = "..."
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operator = "set_contains"
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value = "a,b,c"
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weight = 50
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}
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```
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- `"version"` - Specifies a version affinity against the attribute. This
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supports a comma-separated list of values, including the pessimistic
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operator. For more examples please see the [go-version
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repository](https://github.com/hashicorp/go-version) for more specific
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examples.
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```hcl
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affinity {
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attribute = "..."
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operator = "version"
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value = ">= 0.1.0, < 0.2"
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weight = 50
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}
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```
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## `affinity` Examples
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The following examples only show the `affinity` stanzas. Remember that the
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`affinity` stanza is only valid in the placements listed above.
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### Kernel Data
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This example adds a preference for running on nodes which have a kernel version
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higher than "3.19".
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```hcl
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affinity {
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attribute = "${attr.kernel.version}"
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operator = "version"
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value = "> 3.19"
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weight = 50
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}
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```
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### Operating Systems
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This example adds a preference to running on nodes that are running Ubuntu
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14.04
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```hcl
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affinity {
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attribute = "${attr.os.name}"
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value = "ubuntu"
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weight = 50
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}
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affinity {
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attribute = "${attr.os.version}"
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value = "14.04"
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weight = 100
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}
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```
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### Meta Data
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The following example adds a preference to running on nodes with specific rack metadata
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```hcl
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affinity {
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attribute = "${meta.rack}"
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value = "rack1"
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weight = 50
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}
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```
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The following example adds a preference to running on nodes in a specific datacenter.
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```hcl
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affinity {
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attribute = "${node.datacenter}"
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value = "us-west1"
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weight = 50
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}
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```
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### Cloud Metadata
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When possible, Nomad populates node attributes from the cloud environment. These
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values are accessible as filters in affinities. This example adds a preference to run this
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task on nodes that are memory-optimized on AWS.
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```hcl
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affinity {
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attribute = "${attr.platform.aws.instance-type}"
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value = "m4.xlarge"
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weight = 50
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}
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```
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[job]: /docs/job-specification/job 'Nomad job Job Specification'
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[group]: /docs/job-specification/group 'Nomad group Job Specification'
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[client-meta]: /docs/configuration/client#meta 'Nomad meta Job Specification'
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[task]: /docs/job-specification/task 'Nomad task Job Specification'
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[interpolation]: /docs/runtime/interpolation 'Nomad interpolation'
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[node-variables]: /docs/runtime/interpolation#node-variables- 'Nomad interpolation-Node variables'
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[constraint]: /docs/job-specification/constraint 'Nomad Constraint job Specification'
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### Placement Details
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Operators can run `nomad alloc status -verbose` to get more detailed information on various
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factors, including affinities that affect the final placement.
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#### Example Placement Metadata
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The following is a snippet from the CLI output of `nomad alloc status -verbose <alloc-id>` showing scoring metadata.
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```text
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Placement Metrics
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Node binpack job-anti-affinity node-reschedule-penalty node-affinity final score
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30bd48cc-d760-1096-9bab-13caac424af5 0.225 -0.6 0 1 0.208
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f2aa8b59-96b8-202f-2258-d98c93e360ab 0.225 -0.6 0 1 0.208
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86df0f74-15cc-3a0e-23f0-ad7306131e0d 0.0806 0 0 0 0.0806
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7d6c2e9e-b080-5995-8b9d-ef1695458b52 0.0806 0 0 0 0.0806
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```
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The placement score is affected by the following factors.
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- `bin-packing` - Scores nodes according to how well they fit requirements. Optimizes for using minimal number of nodes.
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- `job-anti-affinity` - A penalty added for additional instances of the same job on a node, used to avoid having too many instances
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of a job on the same node.
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- `node-reschedule-penalty` - Used when the job is being rescheduled. Nomad adds a penalty to avoid placing the job on a node where
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it has failed to run before.
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- `node-affinity` - Used when the criteria specified in the `affinity` stanza matches the node.
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