302 lines
6.3 KiB
Markdown
302 lines
6.3 KiB
Markdown
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---
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layout: default
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title: Search for a model group
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parent: Model group APIs
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grand_parent: ML Commons API
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nav_order: 30
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---
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# Search for a model group
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When you search for a model group, only those model groups to which you have access will be returned. For example, for a match all query, model groups that will be returned are:
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- All public model groups in the index
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- Private model groups for which you are the owner
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- Model groups that share at least one of the `backend_roles` with you
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For more information, see [Model access control]({{site.url}}{{site.baseurl}}/ml-commons-plugin/model-access-control/).
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## Path and HTTP method
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```json
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POST /_plugins/_ml/model_groups/_search
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GET /_plugins/_ml/model_groups/_search
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```
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#### Example request: Match all
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The following request is sent by `user1` who has the `IT` and `HR` roles:
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```json
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POST /_plugins/_ml/model_groups/_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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{% include copy-curl.html %}
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#### Example response
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```json
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{
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"took": 31,
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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": 7,
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"relation": "eq"
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},
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"max_score": 1,
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"hits": [
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{
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"_index": ".plugins-ml-model-group",
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"_id": "TRqZfYgBD7s2oEFdvrQj",
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"_version": 1,
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"_seq_no": 2,
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"_primary_term": 1,
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"_score": 1,
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"_source": {
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"backend_roles": [
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"HR",
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"IT"
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],
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"owner": {
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"backend_roles": [
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"HR",
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"IT"
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],
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"custom_attribute_names": [],
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"roles": [
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"ml_full_access",
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"own_index",
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"test_ml"
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],
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"name": "user1",
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"user_requested_tenant": "__user__"
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},
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"created_time": 1685734407714,
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"access": "restricted",
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"latest_version": 0,
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"last_updated_time": 1685734407714,
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"name": "model_group_test",
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"description": "This is an example description"
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}
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},
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{
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"_index": ".plugins-ml-model-group",
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"_id": "URqZfYgBD7s2oEFdyLTm",
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"_version": 1,
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"_seq_no": 3,
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"_primary_term": 1,
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"_score": 1,
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"_source": {
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"backend_roles": [
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"IT"
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],
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"owner": {
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"backend_roles": [
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"HR",
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"IT"
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],
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"custom_attribute_names": [],
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"roles": [
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"ml_full_access",
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"own_index",
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"test_ml"
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],
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"name": "user1",
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"user_requested_tenant": "__user__"
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},
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"created_time": 1685734410470,
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"access": "restricted",
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"latest_version": 0,
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"last_updated_time": 1685734410470,
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"name": "model_group_test",
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"description": "This is an example description"
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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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```
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#### Example request: Search for model groups with an owner name
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The following request to search for model groups of `user` is sent by `user2` who has the `IT` backend role:
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```json
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GET /_plugins/_ml/model_groups/_search
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{
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"query": {
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"bool": {
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"must": [
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{
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"nested": {
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"query": {
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"term": {
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"owner.name.keyword": {
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"value": "user1",
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"boost": 1
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}
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}
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},
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"path": "owner",
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"ignore_unmapped": false,
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"score_mode": "none",
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"boost": 1
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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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```
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{% include copy-curl.html %}
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#### Example response
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```json
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{
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"took": 6,
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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": 4,
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"relation": "eq"
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},
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"max_score": 0,
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"hits": [
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{
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"_index": ".plugins-ml-model-group",
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"_id": "TRqZfYgBD7s2oEFdvrQj",
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"_version": 1,
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"_seq_no": 2,
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"_primary_term": 1,
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"_score": 0,
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"_source": {
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"backend_roles": [
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"HR",
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"IT"
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],
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"owner": {
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"backend_roles": [
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"HR",
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"IT"
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],
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"custom_attribute_names": [],
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"roles": [
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"ml_full_access",
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"own_index",
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"test_ml"
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],
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"name": "user1",
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"user_requested_tenant": "__user__"
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},
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"created_time": 1685734407714,
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"access": "restricted",
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"latest_version": 0,
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"last_updated_time": 1685734407714,
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"name": "model_group_test",
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"description": "This is an example description"
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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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```
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#### Example request: Search for model groups with a model group ID
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```json
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GET /_plugins/_ml/model_groups/_search
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{
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"query": {
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"bool": {
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"must": [
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{
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"terms": {
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"_id": [
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"HyPNK4gBwNxGowI0AtDk"
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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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}
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```
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{% include copy-curl.html %}
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#### Example response
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```json
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{
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"took": 2,
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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": 1,
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"relation": "eq"
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},
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"max_score": 1,
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"hits": [
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{
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"_index": ".plugins-ml-model-group",
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"_id": "HyPNK4gBwNxGowI0AtDk",
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"_version": 3,
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"_seq_no": 16,
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"_primary_term": 5,
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"_score": 1,
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"_source": {
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"backend_roles": [
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"IT"
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],
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"owner": {
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"backend_roles": [
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"",
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"HR",
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"IT"
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],
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"custom_attribute_names": [],
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"roles": [
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"ml_full_access",
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"own_index",
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"test-ml"
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],
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"name": "user1",
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"user_requested_tenant": null
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},
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"created_time": 1684362035938,
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"latest_version": 2,
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"last_updated_time": 1684362571300,
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"name": "model_group_test",
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"description": "This is an example description"
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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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