Regroup APIs
Signed-off-by: Naarcha-AWS <naarcha@amazon.com>
This commit is contained in:
Naarcha-AWS
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07e7fc4478
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@ -115,27 +115,121 @@ The API returns information on the model, the algorithm used, and the content fo
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}
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```
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## Get task information
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## Search model
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Use this command to search models you're already created.
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You can retrieve information about a task using the task_id.
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```json
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GET /_plugins/_ml/tasks/<task_id>
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POST /_plugins/_ml/models/_search
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{query}
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```
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The response includes information about the task.
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### Example 1: Query all models
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```json
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POST /_plugins/_ml/models/_search
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{
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"query": {
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"match_all": {}
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},
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"size": 1000
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}
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```
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### Example 2: Query models with algorithm "FIT_RCF"
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```json
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POST /_plugins/_ml/models/_search
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{
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"query": {
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"term": {
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"algorithm": {
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"value": "FIT_RCF"
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}
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}
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}
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}
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```
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### Response
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```json
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{
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"model_id" : "l7lamX8BO5w8y8Ra2oty",
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"task_type" : "TRAINING",
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"function_name" : "KMEANS",
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"state" : "COMPLETED",
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"input_type" : "SEARCH_QUERY",
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"worker_node" : "54xOe0w8Qjyze00UuLDfdA",
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"create_time" : 1647545342556,
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"last_update_time" : 1647545342587,
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"is_async" : true
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"took" : 8,
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"timed_out" : false,
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"_shards" : {
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"total" : 1,
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"successful" : 1,
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"skipped" : 0,
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"failed" : 0
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},
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"hits" : {
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"total" : {
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"value" : 2,
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"relation" : "eq"
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},
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"max_score" : 2.4159138,
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"hits" : [
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "-QkKJX8BvytMh9aUeuLD",
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"_version" : 1,
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"_seq_no" : 12,
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"_primary_term" : 15,
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"_score" : 2.4159138,
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"_source" : {
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"name" : "FIT_RCF",
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"version" : 1,
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"content" : "xxx",
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"algorithm" : "FIT_RCF"
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}
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},
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "OxkvHn8BNJ65KnIpck8x",
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"_version" : 1,
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"_seq_no" : 2,
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"_primary_term" : 8,
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"_score" : 2.4159138,
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"_source" : {
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"name" : "FIT_RCF",
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"version" : 1,
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"content" : "xxx",
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"algorithm" : "FIT_RCF"
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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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## Delete model
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Deletes a model based on the model_id
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```json
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DELETE /_plugins/_ml/models/<model_id>
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```
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The API returns the following:
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```json
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "MzcIJX8BA7mbufL6DOwl",
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"_version" : 2,
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"result" : "deleted",
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"_shards" : {
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"total" : 2,
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"successful" : 2,
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"failed" : 0
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},
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"_seq_no" : 27,
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"_primary_term" : 18
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}
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```
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@ -434,95 +528,27 @@ POST /_plugins/_ml/_train_predict/kmeans
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}
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```
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## Search model
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Use this command to search models you're already created.
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## Get task information
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You can retrieve information about a task using the task_id.
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```json
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POST /_plugins/_ml/models/_search
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{query}
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GET /_plugins/_ml/tasks/<task_id>
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```
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### Example 1: Query all models
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```json
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POST /_plugins/_ml/models/_search
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{
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"query": {
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"match_all": {}
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},
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"size": 1000
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}
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```
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### Example 2: Query models with algorithm "FIT_RCF"
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```json
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POST /_plugins/_ml/models/_search
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{
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"query": {
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"term": {
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"algorithm": {
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"value": "FIT_RCF"
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}
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}
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}
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}
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```
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### Response
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The response includes information about the task.
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```json
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{
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"took" : 8,
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"timed_out" : false,
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"_shards" : {
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"total" : 1,
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"successful" : 1,
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"skipped" : 0,
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"failed" : 0
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},
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"hits" : {
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"total" : {
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"value" : 2,
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"relation" : "eq"
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},
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"max_score" : 2.4159138,
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"hits" : [
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "-QkKJX8BvytMh9aUeuLD",
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"_version" : 1,
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"_seq_no" : 12,
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"_primary_term" : 15,
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"_score" : 2.4159138,
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"_source" : {
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"name" : "FIT_RCF",
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"version" : 1,
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"content" : "xxx",
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"algorithm" : "FIT_RCF"
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}
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},
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "OxkvHn8BNJ65KnIpck8x",
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"_version" : 1,
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"_seq_no" : 2,
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"_primary_term" : 8,
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"_score" : 2.4159138,
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"_source" : {
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"name" : "FIT_RCF",
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"version" : 1,
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"content" : "xxx",
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"algorithm" : "FIT_RCF"
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}
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}
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]
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}
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"model_id" : "l7lamX8BO5w8y8Ra2oty",
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"task_type" : "TRAINING",
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"function_name" : "KMEANS",
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"state" : "COMPLETED",
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"input_type" : "SEARCH_QUERY",
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"worker_node" : "54xOe0w8Qjyze00UuLDfdA",
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"create_time" : 1647545342556,
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"last_update_time" : 1647545342587,
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"is_async" : true
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}
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```
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@ -617,6 +643,33 @@ GET /_plugins/_ml/tasks/_search
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}
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```
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## Delete task
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Delete a task based on the task_id.
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```json
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DELETE /_plugins/_ml/tasks/{task_id}
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```
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The API returns the following:
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```json
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{
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"_index" : ".plugins-ml-task",
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"_type" : "_doc",
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"_id" : "xQRYLX8BydmmU1x6nuD3",
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"_version" : 4,
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"result" : "deleted",
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"_shards" : {
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"total" : 2,
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"successful" : 2,
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"failed" : 0
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},
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"_seq_no" : 42,
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"_primary_term" : 7
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}
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```
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## Stats
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Get statistics related to the number of tasks.
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@ -680,60 +733,6 @@ GET /_plugins/_ml/stats
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}
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```
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## Delete task
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Delete a task based on the task_id.
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```json
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DELETE /_plugins/_ml/tasks/{task_id}
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```
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The API returns the following:
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```json
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{
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"_index" : ".plugins-ml-task",
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"_type" : "_doc",
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"_id" : "xQRYLX8BydmmU1x6nuD3",
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"_version" : 4,
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"result" : "deleted",
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"_shards" : {
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"total" : 2,
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"successful" : 2,
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"failed" : 0
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},
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"_seq_no" : 42,
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"_primary_term" : 7
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}
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```
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## Delete model
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Deletes a model based on the model_id
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```json
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DELETE /_plugins/_ml/models/<model_id>
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```
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The API returns the following:
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```json
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{
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"_index" : ".plugins-ml-model",
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"_type" : "_doc",
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"_id" : "MzcIJX8BA7mbufL6DOwl",
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"_version" : 2,
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"result" : "deleted",
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"_shards" : {
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"total" : 2,
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"successful" : 2,
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"failed" : 0
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},
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"_seq_no" : 27,
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"_primary_term" : 18
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}
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```
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