OpenAI インテグレーションのメトリクス
OpenAI の監視に使う Datadog の公式インテグレーションです。収集するメトリクスは 29 件あります。
公式の紹介文 (英語)
Optimize OpenAI usage: cost estimates, prompt sampling and performance metrics.
種別の内訳
- count (集計間隔内の発生回数): 20 件
- gauge (その時点の値): 9 件
メトリクスの一覧
説明は公式の定義の英文をそのまま載せています。
| メトリクス | 種別 | 単位 |
|---|---|---|
openai.Number of characters generated for text-to-speech | count | - |
openai.Number of text-to-speech model requests | count | request |
openai.Number of audio transcription model requests | count | request |
openai.Number of seconds of audio transcribed | count | second |
openai.Number of code interpreter sessions | count | session |
openai.Number of audio input tokens for completions | count | token |
openai.Number of input tokens written to the cache for completions | count | token |
openai.Number of cached input tokens for completions | count | token |
openai.Number of input tokens for completions | count | token |
openai.Number of uncached input tokens for completions | count | token |
openai.Number of completion model requests | count | request |
openai.Number of audio output tokens for completions | count | token |
openai.Number of output tokens for completions | count | token |
openai.Number of input tokens for embeddings | count | token |
openai.Number of embedding model requests | count | request |
openai.Number of images generated | count | - |
openai.Number of image generation model requests | count | request |
openai.Number of input tokens for moderations | count | token |
openai.Number of moderation model requests | count | request |
openai.Number of requests remaining in the rate limit. | gauge | request |
openai.Number of tokens remaining in the rate limit. | gauge | token |
openai.Number of requests in the rate limit. | gauge | request |
openai.Number of tokens in the rate limit. | gauge | token |
openai.Request duration distribution. | gauge | nanosecond |
openai.Number of errors. | count | error |
openai.Number of tokens used in the completion of a response from OpenAI. | gauge | token |
openai.Number of tokens used in the prompt of a request to OpenAI. | gauge | token |
openai.Total number of tokens used in a request to OpenAI. | gauge | token |
openai.Number of bytes used in vector stores | gauge | byte |
公式ドキュメント
メトリクスの名前と説明は Datadog の公式インテグレーションの定義 (Copyright Datadog, Inc.・BSD-3-Clause) を英文のまま載せています。利用条件の全文は サイトについてにあります。