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[ML] Add _cat/ml/data_frame/analytics API #52260

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Merged
merged 3 commits into from
Feb 13, 2020
Merged

[ML] Add _cat/ml/data_frame/analytics API #52260

merged 3 commits into from
Feb 13, 2020

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przemekwitek
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@przemekwitek przemekwitek commented Feb 12, 2020 •
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Adds new _cat/ml/data_frame/analytics and _cat/ml/data_frame/analytics/{id} endpoints.

Example output for single job:

GET _cat/ml/data_frame/analytics/classifier_job_3

classifier_job_3 2020-02-12T11:49:16.928Z classification stopped

Example output for multiple jobs:

GET _cat/ml/data_frame/analytics?v

id               create_time              type             state
classifier_job_1 2020-02-12T11:49:09.594Z classification stopped
classifier_job_2 2020-02-12T11:49:14.479Z classification stopped
classifier_job_3 2020-02-12T11:49:16.928Z classification stopped
classifier_job_4 2020-02-12T11:49:19.127Z classification stopped
classifier_job_5 2020-02-12T11:49:21.349Z classification stopped

Help output:

GET _cat/ml/data_frame/analytics?help

id                     |                          | the id                                                     
type                   | t                        | analysis type                                              
create_time            | ct,createTime            | job creation time                                          
version                | v                        | the version of Elasticsearch when the analytics was created
source_index           | si,sourceIndex           | source index                                               
dest_index             | di,destIndex             | destination index                                          
description            | d                        | description                                                
model_memory_limit     | mml,modelMemoryLimit     | model memory limit                                         
state                  | s                        | job state                                                  
failure_reason         | fr,failureReason         | failure reason                                             
progress               | p                        | progress                                                   
assignment_explanation | ae,assignmentExplanation | why the job is or is not assigned to a node                
node.id                | ni,nodeId                | id of the assigned node                                    
node.name              | nn,nodeName              | name of the assigned node                                  
node.ephemeral_id      | ne,nodeEphemeralId       | ephemeral id of the assigned node                          
node.address           | na,nodeAddress           | network address of the assigned node

Relates #51413

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Pinging @elastic/ml-core (:ml)

@benwtrent benwtrent self-requested a review February 12, 2020 12:02
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benwtrent reviewed Feb 12, 2020
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I wonder if we should also include dataframe analytics version as well as an optional column?

przemekwitek
przemekwitek commented Feb 12, 2020
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I wonder if we should also include dataframe analytics version as well as an optional column?

Done.

@przemekwitek przemekwitek merged commit 30d8fa4 into elastic:master Feb 13, 2020
@przemekwitek przemekwitek deleted the cat_dfa branch February 13, 2020 12:29
@przemekwitek przemekwitek mentioned this pull request Feb 13, 2020
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przemekwitek added a commit that referenced this pull request Feb 13, 2020
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[7.x] [ML] Add _cat/ml/data_frame/analytics API (#52260) (#52312)
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This was referenced Feb 25, 2020
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>enhancement :ml Machine learning v7.7.0 v8.0.0-alpha1
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