vllm-project / vllm-project/aibrix

Converting Azure inference trace to workload trace format

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#460 1 comment 0 reactions 1 assignee Claimed by @happyandslow View on GitHub
area/benchmark area/cli kind/feature
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Description

### 🚀 Feature Description and Motivation

Adding a workload generator that generate workload file based on [Azure inference trace](https://github.com/Azure/AzurePublicDataset/tree/master/data) workload trace format (e.g., csv file).

### Use Case

The generator should support converting Azure inference traces to unified workload format, which later on consumed by AIBrix client to generate real-world workloads.

### Proposed Solution

Adding a generator that incorporates different adapter to convert trace files into LLM request workloads format. This issue tracks the converter of Azure inference traces.

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