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feature/CSTACKEX-237: Pilot changes for scalebenmark framework - #85

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feature/CSTACKEX-237
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feature/CSTACKEX-237: Pilot changes for scalebenmark framework#85
piyush5netapp wants to merge 1 commit into
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feature/CSTACKEX-237

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Description

This PR...

Types of changes

  • Breaking change (fix or feature that would cause existing functionality to change)
  • New feature (non-breaking change which adds functionality)
  • Bug fix (non-breaking change which fixes an issue)
  • Enhancement (improves an existing feature and functionality)
  • Cleanup (Code refactoring and cleanup, that may add test cases)
  • Build/CI
  • Test (unit or integration test code)

Feature/Enhancement Scale or Bug Severity

Feature/Enhancement Scale

  • Major
  • Minor

Bug Severity

  • BLOCKER
  • Critical
  • Major
  • Minor
  • Trivial

Screenshots (if appropriate):

How Has This Been Tested?

How did you try to break this feature and the system with this change?

@sandeeplocharla sandeeplocharla left a comment

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Overall, the pattern looks good but try to optimize the loggers and add more guardrails to the agent.

python3 benchmark_storage_pool_concurrency.py --config config.yaml

# Concurrency matrix, iSCSI only, overriding the levels to run:
python3 benchmark_storage_pool_concurrency.py --config config.yaml --protocol iscsi --levels 2,5,10,20,30

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It should be enough to set config.yaml with all necessary combinations and use the fields appropriately in the code. Additional params might not be needed at this point.

# Use the SAME --run-id across both scripts to combine 5.1.x + 6.1.x into one
# summary_<run_id>.csv / report (run sequential first, review it, then decide
# whether to proceed with concurrency under the same run id):
python3 benchmark_storage_pool_sequential.py --config config.yaml --run-id RUN-0001

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See if this run id can be randomized or create a pattern using timestamp or something?

6.1.1 Parallel pool creation
6.1.2 Parallel pool deletion

See benchmark_storage_pool_sequential.py for the sequential scale matrix

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Maybe add a rule in agents.md/custom-instruction file to only refer confluence but not add references to it in the code?

else:
print(f" !! {result.error}")
if i in checkpoints:
total = sum(create_durations)

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I guess the same statistics mean used in concurrent run script could be used here. Maybe include a rule to keep the code and libraries used consistent across the scripts.

"total_time_sec": round(total, 3), "avg_time_sec": round(avg, 3),
"success_count": deleted_ok, "failure_count": idx - deleted_ok, "notes": "",
})
print(f" >> checkpoint remaining={remaining}: total={total:.3f}s avg={avg:.3f}s/op "

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Add a rule to keep the loggers also consistent across the scripts for better readability.


def main():
parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
parser.add_argument("--config", default="config.yaml", help="Path to config YAML (default: config.yaml)")

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As all the scripts seem to have same/similar args, it would be better to have a run.py file to which you would pass both the args and the name of the test you want to run. The respective script could be invoked from there while the additional args passed could be used to edit config file.

@piyush5netapp
piyush5netapp marked this pull request as ready for review August 11, 2026 06:45
Copilot AI lite review requested due to automatic review settings August 11, 2026 06:45

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Pull request overview

Adds a downstream-only benchmarking toolkit under private-cicd/benchmark/ontap to measure CloudStack ONTAP-plugin operations (storage pools and VM instances), log raw/summary CSVs, and render Confluence-ready markdown reports.

Changes:

  • Introduces a minimal CloudStack session-key API client and shared helper modules for storage-pool and VM-instance benchmarks.
  • Adds sequential/concurrency benchmark runners for createStoragePool/deleteStoragePool and deployVirtualMachine/destroyVirtualMachine, including cleanup helpers.
  • Adds documentation, example configuration, requirements, and a report renderer to generate Confluence-aligned tables.

Reviewed changes

Copilot reviewed 14 out of 15 changed files in this pull request and generated 6 comments.

Show a summary per file
File Description
private-cicd/benchmark/ontap/cloudstack_client.py Minimal CloudStack HTTP client with session-key auth and async job polling.
private-cicd/benchmark/ontap/storage_pool_common.py Shared storage-pool benchmark helpers (params, logging, cleanup, config).
private-cicd/benchmark/ontap/vm_instance_common.py Shared VM-instance benchmark helpers (deploy/destroy, logging, cleanup, config).
private-cicd/benchmark/ontap/benchmark_storage_pool_sequential.py Sequential scale benchmark driver for storage pools.
private-cicd/benchmark/ontap/benchmark_storage_pool_concurrency.py Concurrency benchmark driver for storage pools.
private-cicd/benchmark/ontap/benchmark_vm_instance_sequential.py Sequential scale benchmark driver for VM instances.
private-cicd/benchmark/ontap/benchmark_vm_instance_concurrency.py Concurrency benchmark driver for VM instances.
private-cicd/benchmark/ontap/benchmark_vm_instance_combined.py Convenience wrapper to run VM sequential + concurrency in one run.
private-cicd/benchmark/ontap/render_report.py Converts run CSVs into Confluence-ready markdown tables + results-log rows.
private-cicd/benchmark/ontap/config.example.yaml Example config template for lab environment and benchmark parameters.
private-cicd/benchmark/ontap/requirements.txt Python dependencies for the benchmark scripts.
private-cicd/benchmark/ontap/README.md Design/usage documentation for storage-pool + VM-instance benchmarks.
private-cicd/benchmark/ontap/USAGE.md Quick “what to run” cheat sheet for scripts and flags.
private-cicd/benchmark/ontap/.gitignore Ignores local config, venv, caches, and generated results artifacts.
private-cicd/benchmark/ontap/results/.gitkeep Keeps the gitignored results directory present in the tree.
Suppressed comments (1)

private-cicd/benchmark/ontap/README.md:148

  • This example uses a hyphenated run id (RUN-20260722-101500), but elsewhere the tooling generates underscore-separated run ids (RUN_...). Keeping examples consistent helps avoid copying an ONTAP-invalid run id into the storage-pool scripts.
python3 render_report.py --run-id RUN-20260722-101500 \
    --cloudstack-build 4.23.0.0-SNAPSHOT --ontap-version 9.15.1

💡 Add a code-review agent skill or configure MCP servers for context-aware, tailored reviews. Learn more in the docs.

rows = [r for r in summary_rows if r["test_id"] == test_id]
rows.sort(key=lambda r: (int(r["checkpoint"]), PROTOCOL_ORDER.index(r["protocol"])
if r["protocol"] in PROTOCOL_ORDER else 99))
lines = ["| Concurrency (C) | Protocol | Total Wall-clock (s) | Success | Failure | Avg Time/pool (s) | Notes |",
cleanup_by_filter(client, name_filter)
return

run_id = args.run_id or new_run_id()
Comment on lines +123 to +124
python3 benchmark_storage_pool_sequential.py --config config.yaml --run-id RUN-0001
python3 benchmark_storage_pool_concurrency.py --config config.yaml --run-id RUN-0001
|---|---|
| `--config PATH` | Config YAML to use (default `config.yaml`). |
| `--protocol {nfs3,iscsi,both}` | Restrict the run to one protocol (default `both`). |
| `--run-id ID` | Reuse a specific run id (auto-generated otherwise) - use the **same id** across the sequential and concurrency scripts to merge both into one `summary_<run_id>.csv`/report. |
Comment on lines +27 to +28
python3 render_report.py --run-id RUN-20260722-120000 \
--cloudstack-build 4.23.0.0-SNAPSHOT --ontap-version 9.15.1
cleanup_by_filter(client, name_filter)
return

run_id = args.run_id or new_run_id()
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3 participants