0lai0 commented on code in PR #1154:
URL: https://github.com/apache/mahout/pull/1154#discussion_r2902099886


##########
qdp/qdp-python/benchmark/README.md:
##########
@@ -11,12 +11,20 @@ scripts:
 
 ## Quick Start
 
-From the repo root:
+From the repo root, the easiest way to set up and run benchmarks is:
+
+```bash
+make benchmark
+```
+
+This will:
+1. Set up the benchmark environment in the unified root venv (`mahout/.venv`)
+2. Build the QDP extension (if GPU available)
+3. Display instructions for running specific benchmarks
+
+Then run individual benchmarks:
 
 ```bash
-uv sync --group dev --extra qdp

Review Comment:
   Good catch! Thanks @guan404ming.
   I found that `setup-benchmark` should include `uv sync --group dev --extra 
qdp` to ensure the `qumat-qdp` package path is properly registered in the 
environment, consistent with the development environment setup in 
DEVELOPMENT.md.
   I will fix the Makefile to include this, and also restore the manual setup 
steps in the README as an alternative option. Will push a fix shortly!



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