--- title: Batch update LLM Observability dataset records description: Datadog, the leading service for cloud-scale monitoring. breadcrumbs: Docs > API Reference > LLM Observability --- # Batch update LLM Observability dataset records{% #batch-update-llm-observability-dataset-records %} Copy pageCopied {% tab title="v2" %} **Note**: This endpoint is in preview and is subject to change. If you have any feedback, contact [Datadog support](https://docs.datadoghq.com/help/). | Datadog site | API endpoint | | ----------------- | ---------------------------------------------------------------------------------------------------- | | ap1.datadoghq.com | POST https://api.ap1.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | ap2.datadoghq.com | POST https://api.ap2.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | app.datadoghq.eu | POST https://api.datadoghq.eu/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | app.ddog-gov.com | POST https://api.ddog-gov.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | us2.ddog-gov.com | POST https://api.us2.ddog-gov.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | app.datadoghq.com | POST https://api.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | us3.datadoghq.com | POST https://api.us3.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | | us5.datadoghq.com | POST https://api.us5.datadoghq.com/api/v2/llm-obs/v1/{project_id}/datasets/{dataset_id}/batch_update | ### Overview Insert, update, and delete records in a single dataset operation. By default, a new dataset version is created when the batch is applied. ### Arguments #### Path Parameters | Name | Type | Description | | ---------------------------- | ------ | ---------------------------------------- | | project_id [*required*] | string | The ID of the LLM Observability project. | | dataset_id [*required*] | string | The ID of the LLM Observability dataset. | ### Request #### Body Data (required) Batch update payload. {% tab title="Model" %} | Parent field | Field | Type | Description | | --------------- | ---------------------------- | ------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | | data [*required*] | object | Data object for batch-updating records in an LLM Observability dataset. | | data | attributes [*required*] | object | Attributes for batch-updating records in an LLM Observability dataset. | | attributes | create_new_version | boolean | Whether to create a new dataset version when applying the batch update. Defaults to `true`. | | attributes | delete_records | [string] | Record IDs to delete. | | attributes | insert_records | [object] | Records to insert. | | insert_records | expected_output | object | Represents any valid JSON value. | | expected_output | Option 1 | string | A scalar string value. | | expected_output | Option 2 | double | A scalar numeric value. | | expected_output | Option 3 | object | An arbitrary object value with additional properties. | | expected_output | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | expected_output | Option 5 | boolean | A scalar boolean value. | | insert_records | id | string | Optional user-provided identifier for the record. If omitted, the server generates an identifier. | | insert_records | input [*required*] | object | Represents any valid JSON value. | | input | Option 1 | string | A scalar string value. | | input | Option 2 | double | A scalar numeric value. | | input | Option 3 | object | An arbitrary object value with additional properties. | | input | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | input | Option 5 | boolean | A scalar boolean value. | | insert_records | metadata | object | Arbitrary metadata associated with the record. | | insert_records | tag_operations | object | Explicit tag operations for updating records. Operations are applied in order, Remove then Add then Set. `set` is the final override; if specified, the result of `remove` and `add` is discarded. | | tag_operations | add | [string] | List of tag strings. | | tag_operations | remove | [string] | List of tag strings. | | tag_operations | set | [string] | List of tag strings. | | insert_records | tags | [string] | List of tag strings. | | attributes | tags | [string] | List of tag strings. | | attributes | update_records | [object] | Records to update by ID. | | update_records | expected_output | object | Represents any valid JSON value. | | expected_output | Option 1 | string | A scalar string value. | | expected_output | Option 2 | double | A scalar numeric value. | | expected_output | Option 3 | object | An arbitrary object value with additional properties. | | expected_output | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | expected_output | Option 5 | boolean | A scalar boolean value. | | update_records | id [*required*] | string | Unique identifier of the record to update. | | update_records | input | object | Represents any valid JSON value. | | input | Option 1 | string | A scalar string value. | | input | Option 2 | double | A scalar numeric value. | | input | Option 3 | object | An arbitrary object value with additional properties. | | input | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | input | Option 5 | boolean | A scalar boolean value. | | update_records | metadata | object | Updated metadata associated with the record. | | update_records | tag_operations | object | Explicit tag operations for updating records. Operations are applied in order, Remove then Add then Set. `set` is the final override; if specified, the result of `remove` and `add` is discarded. | | tag_operations | add | [string] | List of tag strings. | | tag_operations | remove | [string] | List of tag strings. | | tag_operations | set | [string] | List of tag strings. | | data | id [*required*] | string | Unique identifier of the dataset. | | data | type [*required*] | enum | Resource type of an LLM Observability dataset. Allowed enum values: `datasets` | {% /tab %} {% tab title="Example" %} ```json { "data": { "attributes": { "create_new_version": true, "delete_records": [], "insert_records": [ { "expected_output": { "description": "undefined", "type": "undefined" }, "id": "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", "input": { "description": "undefined", "type": "undefined" }, "metadata": {}, "tag_operations": { "add": [], "remove": [], "set": [] }, "tags": [] } ], "tags": [], "update_records": [ { "expected_output": { "description": "undefined", "type": "undefined" }, "id": "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", "input": { "description": "undefined", "type": "undefined" }, "metadata": {}, "tag_operations": { "add": [], "remove": [], "set": [] } } ] }, "id": "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", "type": "datasets" } } ``` {% /tab %} ### Response {% tab title="200" %} OK {% tab title="Model" %} Response containing records after a create or update operation. | Parent field | Field | Type | Description | | --------------- | --------------------------------- | ------------------- | ----------------------------------------------------- | | | data [*required*] | [object] | List of affected dataset records. | | data | records [*required*] | [object] | List of affected dataset records. | | records | created_at [*required*] | date-time | Timestamp when the record was created. | | records | dataset_id [*required*] | string | Identifier of the dataset this record belongs to. | | records | expected_output [*required*] | object | Represents any valid JSON value. | | expected_output | Option 1 | string | A scalar string value. | | expected_output | Option 2 | double | A scalar numeric value. | | expected_output | Option 3 | object | An arbitrary object value with additional properties. | | expected_output | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | expected_output | Option 5 | boolean | A scalar boolean value. | | records | id [*required*] | string | Unique identifier of the record. | | records | input [*required*] | object | Represents any valid JSON value. | | input | Option 1 | string | A scalar string value. | | input | Option 2 | double | A scalar numeric value. | | input | Option 3 | object | An arbitrary object value with additional properties. | | input | Option 4 | [ ] | An array of arbitrary values. | | Option 4 | Option 1 | string | A scalar string value. | | Option 4 | Option 2 | double | A scalar numeric value. | | Option 4 | Option 3 | object | An arbitrary object value with additional properties. | | Option 4 | Option 4 | boolean | A scalar boolean value. | | input | Option 5 | boolean | A scalar boolean value. | | records | metadata [*required*] | object | Arbitrary metadata associated with the record. | | records | updated_at [*required*] | date-time | Timestamp when the record was last updated. | {% /tab %} {% tab title="Example" %} ```json { "data": [ { "records": [ { "created_at": "2024-01-15T10:30:00Z", "dataset_id": "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", "expected_output": { "description": "undefined", "type": "undefined" }, "id": "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", "input": { "description": "undefined", "type": "undefined" }, "metadata": {}, "updated_at": "2024-01-15T10:30:00Z" } ] } ] } ``` {% /tab %} {% /tab %} {% tab title="400" %} Bad Request {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} {% tab title="401" %} Unauthorized {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} {% tab title="403" %} Forbidden {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} {% tab title="404" %} Not Found {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} {% tab title="413" %} Payload Too Large {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} {% tab title="429" %} Too many requests {% tab title="Model" %} API error response. | Field | Type | Description | | ------------------------ | -------- | ----------------- | | errors [*required*] | [string] | A list of errors. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ "Bad Request" ] } ``` {% /tab %} {% /tab %} {% tab title="500" %} Internal Server Error {% tab title="Model" %} API error response. | Parent field | Field | Type | Description | | ------------ | ------------------------ | -------- | ------------------------------------------------------------------------------- | | | errors [*required*] | [object] | A list of errors. | | errors | detail | string | A human-readable explanation specific to this occurrence of the error. | | errors | meta | object | Non-standard meta-information about the error | | errors | source | object | References to the source of the error. | | source | header | string | A string indicating the name of a single request header which caused the error. | | source | parameter | string | A string indicating which URI query parameter caused the error. | | source | pointer | string | A JSON pointer to the value in the request document that caused the error. | | errors | status | string | Status code of the response. | | errors | title | string | Short human-readable summary of the error. | {% /tab %} {% tab title="Example" %} ```json { "errors": [ { "detail": "Missing required attribute in body", "meta": {}, "source": { "header": "Authorization", "parameter": "limit", "pointer": "/data/attributes/title" }, "status": "400", "title": "Bad Request" } ] } ``` {% /tab %} {% /tab %} ### Code Example ##### \## default # \# Path parameters export project_id="a33671aa-24fd-4dcd-9b33-a8ec7dde7751" export dataset_id="9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d" \# Curl command curl -X POST "https://api.datadoghq.com/api/v2/llm-obs/v1/${project_id}/datasets/${dataset_id}/batch_update" \ -H "Accept: application/json" \ -H "Content-Type: application/json" \ -H "DD-API-KEY: ${DD_API_KEY}" \ -H "DD-APPLICATION-KEY: ${DD_APP_KEY}" \ -d @- << EOF { "data": { "attributes": { "create_new_version": true, "delete_records": [ "rec-old-record-1" ], "insert_records": [ { "expected_output": { "answer": "Paris" }, "input": { "question": "What is the capital of France?" }, "tags": [ "topic:geography" ] } ], "update_records": [ { "expected_output": { "answer": "Paris, France" }, "id": "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c" } ] }, "id": "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", "type": "datasets" } } EOF ##### ```python """ Batch update LLM Observability dataset records returns "OK" response """ from datadog_api_client import ApiClient, Configuration from datadog_api_client.v2.api.llm_observability_api import LLMObservabilityApi from datadog_api_client.v2.model.llm_obs_dataset_batch_update_data_attributes_request import ( LLMObsDatasetBatchUpdateDataAttributesRequest, ) from datadog_api_client.v2.model.llm_obs_dataset_batch_update_data_request import LLMObsDatasetBatchUpdateDataRequest from datadog_api_client.v2.model.llm_obs_dataset_batch_update_insert_record import LLMObsDatasetBatchUpdateInsertRecord from datadog_api_client.v2.model.llm_obs_dataset_batch_update_request import LLMObsDatasetBatchUpdateRequest from datadog_api_client.v2.model.llm_obs_dataset_batch_update_update_record import LLMObsDatasetBatchUpdateUpdateRecord from datadog_api_client.v2.model.llm_obs_dataset_record_tag_operations import LLMObsDatasetRecordTagOperations from datadog_api_client.v2.model.llm_obs_dataset_type import LLMObsDatasetType body = LLMObsDatasetBatchUpdateRequest( data=LLMObsDatasetBatchUpdateDataRequest( attributes=LLMObsDatasetBatchUpdateDataAttributesRequest( create_new_version=True, delete_records=[], insert_records=[ LLMObsDatasetBatchUpdateInsertRecord( expected_output=None, id="rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input=None, tag_operations=LLMObsDatasetRecordTagOperations( add=[], remove=[], set=[], ), tags=[], ), ], tags=[], update_records=[ LLMObsDatasetBatchUpdateUpdateRecord( expected_output=None, id="rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input=None, tag_operations=LLMObsDatasetRecordTagOperations( add=[], remove=[], set=[], ), ), ], ), id="9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", type=LLMObsDatasetType.DATASETS, ), ) configuration = Configuration() configuration.unstable_operations["batch_update_llm_obs_dataset"] = True with ApiClient(configuration) as api_client: api_instance = LLMObservabilityApi(api_client) response = api_instance.batch_update_llm_obs_dataset(project_id="project_id", dataset_id="dataset_id", body=body) print(response) ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=python) and then save the example to `example.py` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" python3 "example.py" ##### ```ruby # Batch update LLM Observability dataset records returns "OK" response require "datadog_api_client" DatadogAPIClient.configure do |config| config.unstable_operations["v2.batch_update_llm_obs_dataset".to_sym] = true end api_instance = DatadogAPIClient::V2::LLMObservabilityAPI.new body = DatadogAPIClient::V2::LLMObsDatasetBatchUpdateRequest.new({ data: DatadogAPIClient::V2::LLMObsDatasetBatchUpdateDataRequest.new({ attributes: DatadogAPIClient::V2::LLMObsDatasetBatchUpdateDataAttributesRequest.new({ create_new_version: true, delete_records: [], insert_records: [ DatadogAPIClient::V2::LLMObsDatasetBatchUpdateInsertRecord.new({ expected_output: nil, id: "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input: nil, tag_operations: DatadogAPIClient::V2::LLMObsDatasetRecordTagOperations.new({ add: [], remove: [], set: [], }), tags: [], }), ], tags: [], update_records: [ DatadogAPIClient::V2::LLMObsDatasetBatchUpdateUpdateRecord.new({ expected_output: nil, id: "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input: nil, tag_operations: DatadogAPIClient::V2::LLMObsDatasetRecordTagOperations.new({ add: [], remove: [], set: [], }), }), ], }), id: "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", type: DatadogAPIClient::V2::LLMObsDatasetType::DATASETS, }), }) p api_instance.batch_update_llm_obs_dataset("project_id", "dataset_id", body) ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=ruby) and then save the example to `example.rb` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" rb "example.rb" ##### ```go // Batch update LLM Observability dataset records returns "OK" response package main import ( "context" "encoding/json" "fmt" "os" "github.com/DataDog/datadog-api-client-go/v2/api/datadog" "github.com/DataDog/datadog-api-client-go/v2/api/datadogV2" ) func main() { body := datadogV2.LLMObsDatasetBatchUpdateRequest{ Data: datadogV2.LLMObsDatasetBatchUpdateDataRequest{ Attributes: datadogV2.LLMObsDatasetBatchUpdateDataAttributesRequest{ CreateNewVersion: datadog.PtrBool(true), DeleteRecords: []string{}, InsertRecords: []datadogV2.LLMObsDatasetBatchUpdateInsertRecord{ { ExpectedOutput: *datadogV2.NewNullableAnyValue(nil), Id: datadog.PtrString("rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c"), Input: *datadogV2.NewNullableAnyValue(nil), TagOperations: &datadogV2.LLMObsDatasetRecordTagOperations{ Add: []string{}, Remove: []string{}, Set: []string{}, }, Tags: []string{}, }, }, Tags: []string{}, UpdateRecords: []datadogV2.LLMObsDatasetBatchUpdateUpdateRecord{ { ExpectedOutput: *datadogV2.NewNullableAnyValue(nil), Id: "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", Input: *datadogV2.NewNullableAnyValue(nil), TagOperations: &datadogV2.LLMObsDatasetRecordTagOperations{ Add: []string{}, Remove: []string{}, Set: []string{}, }, }, }, }, Id: "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", Type: datadogV2.LLMOBSDATASETTYPE_DATASETS, }, } ctx := datadog.NewDefaultContext(context.Background()) configuration := datadog.NewConfiguration() configuration.SetUnstableOperationEnabled("v2.BatchUpdateLLMObsDataset", true) apiClient := datadog.NewAPIClient(configuration) api := datadogV2.NewLLMObservabilityApi(apiClient) resp, r, err := api.BatchUpdateLLMObsDataset(ctx, "project_id", "dataset_id", body) if err != nil { fmt.Fprintf(os.Stderr, "Error when calling `LLMObservabilityApi.BatchUpdateLLMObsDataset`: %v\n", err) fmt.Fprintf(os.Stderr, "Full HTTP response: %v\n", r) } responseContent, _ := json.MarshalIndent(resp, "", " ") fmt.Fprintf(os.Stdout, "Response from `LLMObservabilityApi.BatchUpdateLLMObsDataset`:\n%s\n", responseContent) } ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=go) and then save the example to `main.go` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" go run "main.go" ##### ```java // Batch update LLM Observability dataset records returns "OK" response import com.datadog.api.client.ApiClient; import com.datadog.api.client.ApiException; import com.datadog.api.client.v2.api.LlmObservabilityApi; import com.datadog.api.client.v2.model.LLMObsDatasetBatchUpdateDataAttributesRequest; import com.datadog.api.client.v2.model.LLMObsDatasetBatchUpdateDataRequest; import com.datadog.api.client.v2.model.LLMObsDatasetBatchUpdateInsertRecord; import com.datadog.api.client.v2.model.LLMObsDatasetBatchUpdateRequest; import com.datadog.api.client.v2.model.LLMObsDatasetBatchUpdateUpdateRecord; import com.datadog.api.client.v2.model.LLMObsDatasetRecordTagOperations; import com.datadog.api.client.v2.model.LLMObsDatasetRecordsMutationResponse; import com.datadog.api.client.v2.model.LLMObsDatasetType; import java.util.Collections; public class Example { public static void main(String[] args) { ApiClient defaultClient = ApiClient.getDefaultApiClient(); defaultClient.setUnstableOperationEnabled("v2.batchUpdateLLMObsDataset", true); LlmObservabilityApi apiInstance = new LlmObservabilityApi(defaultClient); LLMObsDatasetBatchUpdateRequest body = new LLMObsDatasetBatchUpdateRequest() .data( new LLMObsDatasetBatchUpdateDataRequest() .attributes( new LLMObsDatasetBatchUpdateDataAttributesRequest() .createNewVersion(true) .insertRecords( Collections.singletonList( new LLMObsDatasetBatchUpdateInsertRecord() .expectedOutput(null) .id("rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c") .input(null) .tagOperations(new LLMObsDatasetRecordTagOperations()))) .updateRecords( Collections.singletonList( new LLMObsDatasetBatchUpdateUpdateRecord() .expectedOutput(null) .id("rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c") .input(null) .tagOperations(new LLMObsDatasetRecordTagOperations())))) .id("9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d") .type(LLMObsDatasetType.DATASETS)); try { LLMObsDatasetRecordsMutationResponse result = apiInstance.batchUpdateLLMObsDataset( "a33671aa-24fd-4dcd-9b33-a8ec7dde7751", "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", body); System.out.println(result); } catch (ApiException e) { System.err.println("Exception when calling LlmObservabilityApi#batchUpdateLLMObsDataset"); System.err.println("Status code: " + e.getCode()); System.err.println("Reason: " + e.getResponseBody()); System.err.println("Response headers: " + e.getResponseHeaders()); e.printStackTrace(); } } } ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=java) and then save the example to `Example.java` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" java "Example.java" ##### ```rust // Batch update LLM Observability dataset records returns "OK" response use datadog_api_client::datadog; use datadog_api_client::datadogV2::api_llm_observability::LLMObservabilityAPI; use datadog_api_client::datadogV2::model::LLMObsDatasetBatchUpdateDataAttributesRequest; use datadog_api_client::datadogV2::model::LLMObsDatasetBatchUpdateDataRequest; use datadog_api_client::datadogV2::model::LLMObsDatasetBatchUpdateInsertRecord; use datadog_api_client::datadogV2::model::LLMObsDatasetBatchUpdateRequest; use datadog_api_client::datadogV2::model::LLMObsDatasetBatchUpdateUpdateRecord; use datadog_api_client::datadogV2::model::LLMObsDatasetRecordTagOperations; use datadog_api_client::datadogV2::model::LLMObsDatasetType; #[tokio::main] async fn main() { let body = LLMObsDatasetBatchUpdateRequest::new(LLMObsDatasetBatchUpdateDataRequest::new( LLMObsDatasetBatchUpdateDataAttributesRequest::new() .create_new_version(true) .delete_records(vec![]) .insert_records(vec![LLMObsDatasetBatchUpdateInsertRecord::new(None) .expected_output(None) .id("rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c".to_string()) .tag_operations( LLMObsDatasetRecordTagOperations::new() .add(vec![]) .remove(vec![]) .set(vec![]), ) .tags(vec![])]) .tags(vec![]) .update_records(vec![LLMObsDatasetBatchUpdateUpdateRecord::new( "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c".to_string(), ) .expected_output(None) .input(None) .tag_operations( LLMObsDatasetRecordTagOperations::new() .add(vec![]) .remove(vec![]) .set(vec![]), )]), "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d".to_string(), LLMObsDatasetType::DATASETS, )); let mut configuration = datadog::Configuration::new(); configuration.set_unstable_operation_enabled("v2.BatchUpdateLLMObsDataset", true); let api = LLMObservabilityAPI::with_config(configuration); let resp = api .batch_update_llm_obs_dataset("project_id".to_string(), "dataset_id".to_string(), body) .await; if let Ok(value) = resp { println!("{:#?}", value); } else { println!("{:#?}", resp.unwrap_err()); } } ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=rust) and then save the example to `src/main.rs` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" cargo run ##### ```typescript /** * Batch update LLM Observability dataset records returns "OK" response */ import { client, v2 } from "@datadog/datadog-api-client"; const configuration = client.createConfiguration(); configuration.unstableOperations["v2.batchUpdateLLMObsDataset"] = true; const apiInstance = new v2.LLMObservabilityApi(configuration); const params: v2.LLMObservabilityApiBatchUpdateLLMObsDatasetRequest = { body: { data: { attributes: { createNewVersion: true, deleteRecords: [], insertRecords: [ { expectedOutput: undefined, id: "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input: null, tagOperations: { add: [], remove: [], set: [], }, tags: [], }, ], tags: [], updateRecords: [ { expectedOutput: undefined, id: "rec-7c3f5a1b-9e2d-4f8a-b1c6-3d7e9f0a2b4c", input: undefined, tagOperations: { add: [], remove: [], set: [], }, }, ], }, id: "9f64e5c7-dc5a-45c8-a17c-1b85f0bec97d", type: "datasets", }, }, projectId: "project_id", datasetId: "dataset_id", }; apiInstance .batchUpdateLLMObsDataset(params) .then((data: v2.LLMObsDatasetRecordsMutationResponse) => { console.log( "API called successfully. Returned data: " + JSON.stringify(data) ); }) .catch((error: any) => console.error(error)); ``` #### Instructions First [install the library and its dependencies](https://docs.datadoghq.com/api/latest.md?code-lang=typescript) and then save the example to `example.ts` and run following commands: DD_SITE="datadoghq.com" DD_API_KEY="" DD_APP_KEY="" tsc "example.ts" {% /tab %}