[Azure] [OpenAI] Update metric types from gauge to counter

packages/azure_openai/changelog.yml

@@ -1,4 +1,9 @@
 # newer versions go on top
+- version: "0.0.2"
+ changes:
+ - description: Update fields metric type to counter.
+ type: bugfix
+ link: https://github.com/elastic/integrations/pull/9944
 - version: "0.0.1"
  changes:
  - description: Initial release of Azure OpenAI Integration.

packages/azure_openai/data_stream/metrics/fields/fields.yml

@@ -3,27 +3,27 @@
  fields:
  - name: requests.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: Number of calls made to the Azure OpenAI API over a period of time.
  - name: generated_tokens.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: Number of tokens generated (output) from an OpenAI model.
  - name: active_tokens.total
  type: float
  metric_type: gauge
  description: Total tokens minus cached tokens over a period of time.
  - name: processed_prompt_tokens.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: Number of prompt tokens processed (input) on an OpenAI model.
  - name: token_transaction.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: Number of inference tokens processed on an OpenAI model.
  - name: fine_tuned_training_hours.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: Number of Training Hours Processed on an OpenAI FineTuned Model.
  - name: provisioned_managed_utilization_v2.avg
  type: float
@@ -32,13 +32,13 @@
  description: Utilization % for a provisoned-managed deployment, calculated as (PTUs consumed / PTUs deployed) x 100. When utilization is greater than or equal to 100%, calls are throttled and error code 429 returned.
  - name: raiharmful_requests.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected as harmful(both block model and annotate mode) by content filter applied over a period of time.
  - name: rairejected_requests.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and rejected by content filter applied over a period of time.
  - name: raitotal_requests.total
  type: float
- metric_type: gauge
+ metric_type: counter
  description: ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected by content filter applied over a period of time.

packages/azure_openai/docs/README.md

@@ -253,15 +253,15 @@ An example event for `metrics` looks as following:
 | azure.dimensions.fingerprint | Autogenerated ID representing the fingerprint of the azure.dimensions object | keyword | | |
 | azure.namespace | The namespace selected | keyword | | |
 | azure.open_ai.active_tokens.total | Total tokens minus cached tokens over a period of time. | float | | gauge |
-| azure.open_ai.fine_tuned_training_hours.total | Number of Training Hours Processed on an OpenAI FineTuned Model. | float | | gauge |
-| azure.open_ai.generated_tokens.total | Number of tokens generated (output) from an OpenAI model. | float | | gauge |
-| azure.open_ai.processed_prompt_tokens.total | Number of prompt tokens processed (input) on an OpenAI model. | float | | gauge |
+| azure.open_ai.fine_tuned_training_hours.total | Number of Training Hours Processed on an OpenAI FineTuned Model. | float | | counter |
+| azure.open_ai.generated_tokens.total | Number of tokens generated (output) from an OpenAI model. | float | | counter |
+| azure.open_ai.processed_prompt_tokens.total | Number of prompt tokens processed (input) on an OpenAI model. | float | | counter |
 | azure.open_ai.provisioned_managed_utilization_v2.avg | Utilization % for a provisoned-managed deployment, calculated as (PTUs consumed / PTUs deployed) x 100. When utilization is greater than or equal to 100%, calls are throttled and error code 429 returned. | float | percent | gauge |
-| azure.open_ai.raiharmful_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected as harmful(both block model and annotate mode) by content filter applied over a period of time. | float | | gauge |
-| azure.open_ai.rairejected_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and rejected by content filter applied over a period of time. | float | | gauge |
-| azure.open_ai.raitotal_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected by content filter applied over a period of time. | float | | gauge |
-| azure.open_ai.requests.total | Number of calls made to the Azure OpenAI API over a period of time. | float | | gauge |
-| azure.open_ai.token_transaction.total | Number of inference tokens processed on an OpenAI model. | float | | gauge |
+| azure.open_ai.raiharmful_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected as harmful(both block model and annotate mode) by content filter applied over a period of time. | float | | counter |
+| azure.open_ai.rairejected_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and rejected by content filter applied over a period of time. | float | | counter |
+| azure.open_ai.raitotal_requests.total | ContentSafety - Risks&Safety. Number of calls made to Azure OpenAI API and detected by content filter applied over a period of time. | float | | counter |
+| azure.open_ai.requests.total | Number of calls made to the Azure OpenAI API over a period of time. | float | | counter |
+| azure.open_ai.token_transaction.total | Number of inference tokens processed on an OpenAI model. | float | | counter |
 | azure.resource.group | The resource group | keyword | | |
 | azure.resource.id | The id of the resource | keyword | | |
 | azure.resource.name | The name of the resource | keyword | | |

packages/azure_openai/manifest.yml

@@ -1,7 +1,7 @@
-format_version: 3.1.3
+format_version: 3.0.2
 name: azure_openai
 title: "Azure OpenAI"
-version: 0.0.1
+version: 0.0.2
 source:
  license: "Elastic-2.0"
 description: "Azure OpenAI Logs and Metrics"