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搜索模型组

当您搜索模型组时，只会返回您有权访问的模型组。例如，对于一个“全部匹配”查询，将返回的模型组包括：

  • 索引中的所有公共模型组
  • 您是所有者的私有模型组
  • 与您共享至少一个 backend_roles 的模型组

有关更多信息，请参阅模型访问控制。

路径和 HTTP 方法

POST /_plugins/_ml/model_groups/_search
GET /_plugins/_ml/model_groups/_search

示例请求：全部匹配

以下请求由具有 IT 和 HR 角色的 user1 发送

POST /_plugins/_ml/model_groups/_search
{
  "query": {
    "match_all": {}
  },
  "size": 1000
}

示例响应

{
  "took": 31,
  "timed_out": false,
  "_shards": {
    "total": 1,
    "successful": 1,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": {
      "value": 7,
      "relation": "eq"
    },
    "max_score": 1,
    "hits": [
      {
        "_index": ".plugins-ml-model-group",
        "_id": "TRqZfYgBD7s2oEFdvrQj",
        "_version": 1,
        "_seq_no": 2,
        "_primary_term": 1,
        "_score": 1,
        "_source": {
          "backend_roles": [
            "HR",
            "IT"
          ],
          "owner": {
            "backend_roles": [
              "HR",
              "IT"
            ],
            "custom_attribute_names": [],
            "roles": [
              "ml_full_access",
              "own_index",
              "test_ml"
            ],
            "name": "user1",
            "user_requested_tenant": "__user__"
          },
          "created_time": 1685734407714,
          "access": "restricted",
          "latest_version": 0,
          "last_updated_time": 1685734407714,
          "name": "model_group_test",
          "description": "This is an example description"
        }
      },
      {
        "_index": ".plugins-ml-model-group",
        "_id": "URqZfYgBD7s2oEFdyLTm",
        "_version": 1,
        "_seq_no": 3,
        "_primary_term": 1,
        "_score": 1,
        "_source": {
          "backend_roles": [
            "IT"
          ],
          "owner": {
            "backend_roles": [
              "HR",
              "IT"
            ],
            "custom_attribute_names": [],
            "roles": [
              "ml_full_access",
              "own_index",
              "test_ml"
            ],
            "name": "user1",
            "user_requested_tenant": "__user__"
          },
          "created_time": 1685734410470,
          "access": "restricted",
          "latest_version": 0,
          "last_updated_time": 1685734410470,
          "name": "model_group_test",
          "description": "This is an example description"
        }
      },
      ...
    ]
  }
}

示例请求：按所有者名称搜索模型组

以下搜索 user 模型组的请求由具有 IT 后端角色的 user2 发送

GET /_plugins/_ml/model_groups/_search
{
  "query": {
    "bool": {
      "must": [
        {
          "nested": {
            "query": {
              "term": {
                "owner.name.keyword": {
                  "value": "user1",
                  "boost": 1
                }
              }
            },
            "path": "owner",
            "ignore_unmapped": false,
            "score_mode": "none",
            "boost": 1
          }
        }
      ]
    }
  }
}

示例响应

{
  "took": 6,
  "timed_out": false,
  "_shards": {
    "total": 1,
    "successful": 1,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": {
      "value": 4,
      "relation": "eq"
    },
    "max_score": 0,
    "hits": [
      {
        "_index": ".plugins-ml-model-group",
        "_id": "TRqZfYgBD7s2oEFdvrQj",
        "_version": 1,
        "_seq_no": 2,
        "_primary_term": 1,
        "_score": 0,
        "_source": {
          "backend_roles": [
            "HR",
            "IT"
          ],
          "owner": {
            "backend_roles": [
              "HR",
              "IT"
            ],
            "custom_attribute_names": [],
            "roles": [
              "ml_full_access",
              "own_index",
              "test_ml"
            ],
            "name": "user1",
            "user_requested_tenant": "__user__"
          },
          "created_time": 1685734407714,
          "access": "restricted",
          "latest_version": 0,
          "last_updated_time": 1685734407714,
          "name": "model_group_test",
          "description": "This is an example description"
        }
      },
      ...
    ]
  }
}

示例请求：按模型组 ID 搜索模型组

GET /_plugins/_ml/model_groups/_search
{
  "query": {
    "bool": {
      "must": [
        {
          "terms": {
            "_id": [
              "HyPNK4gBwNxGowI0AtDk"
            ]
          }
        }
      ]
    }
  }
}

示例响应

{
  "took": 2,
  "timed_out": false,
  "_shards": {
    "total": 1,
    "successful": 1,
    "skipped": 0,
    "failed": 0
  },
  "hits": {
    "total": {
      "value": 1,
      "relation": "eq"
    },
    "max_score": 1,
    "hits": [
      {
        "_index": ".plugins-ml-model-group",
        "_id": "HyPNK4gBwNxGowI0AtDk",
        "_version": 3,
        "_seq_no": 16,
        "_primary_term": 5,
        "_score": 1,
        "_source": {
          "backend_roles": [
            "IT"
          ],
          "owner": {
            "backend_roles": [
              "",
              "HR",
              "IT"
            ],
            "custom_attribute_names": [],
            "roles": [
              "ml_full_access",
              "own_index",
              "test-ml"
            ],
            "name": "user1",
            "user_requested_tenant": null
          },
          "created_time": 1684362035938,
          "latest_version": 2,
          "last_updated_time": 1684362571300,
          "name": "model_group_test",
          "description": "This is an example description"
        }
      }
    ]
  }
}
剩余 350 字符

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