router

name	router
description	Classifies and routes tasks to the appropriate ROCm-DS component (hipDF, hipVS, hipGRAPH, hipRAFT, hipMM) based on workload requirements.
tools	["bash","python"]
inputs	["task_description","source_files"]
outputs	["selected_component","routing_rationale"]
tags	["rocm","rocm-ds","routing"]

Purpose

Act as the traffic cop to decide which ROCm-DS component applies to a given data science task.

When to use

• When a new ROCm-DS task is received and the specific component is unknown.
• To map a generic request (e.g., "port pandas", "vector search") to a specific subsystem.

Procedure

1. Read the task description and inspect source files if available.
2. Match keywords and operations to ROCm-DS components:
   • Tabular ETL / pandas-like ops -> hipdf-pandas-port
   • Vector search / embeddings / ANN -> hipvs-ann
   • Community detection / PageRank / graph ops -> hipgraph-analytics
   • Reusable kernels / clustering / low-level math -> hipraft-primitives
   • Memory management / OOM issues -> hipmm-memory-ops
3. Document the routing decision and rationale.