Download debug/cluster_capacity_snapshot.py from ccbi/SignVerse-2M: direct link, hf CLI and curl.
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https://huggingface.co/datasets/ccbi/SignVerse-2M/resolve/main/debug/cluster_capacity_snapshot.py
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hf download hf://datasets/ccbi/SignVerse-2M/debug/cluster_capacity_snapshot.py
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curl -L -o cluster_capacity_snapshot.py https://huggingface.co/datasets/ccbi/SignVerse-2M/resolve/main/debug/cluster_capacity_snapshot.py
3.25 kB
| #!/usr/bin/env python3 | |
| from __future__ import annotations | |
| import re | |
| import subprocess | |
| import sys | |
| from collections import Counter | |
| def run(cmd: list[str]) -> str: | |
| proc = subprocess.run(cmd, check=False, capture_output=True, text=True) | |
| if proc.returncode != 0: | |
| raise RuntimeError(f"command failed: {' '.join(cmd)}\n{proc.stderr.strip()}") | |
| return proc.stdout | |
| def count_free_gpus(partition: str) -> tuple[int, int]: | |
| nodes_out = run(["sinfo", "-h", "-N", "-p", partition, "-o", "%N"]) | |
| nodes = [line.strip() for line in nodes_out.splitlines() if line.strip()] | |
| total = 0 | |
| free = 0 | |
| for node in nodes: | |
| node_out = run(["scontrol", "show", "node", node, "-o"]).strip() | |
| if not node_out: | |
| continue | |
| state_m = re.search(r"\bState=([^ ]+)", node_out) | |
| state = state_m.group(1).lower() if state_m else "" | |
| if any(flag in state for flag in ("drain", "drained", "down", "fail", "inval")): | |
| continue | |
| cfg_m = re.search(r"\bCfgTRES=.*?(?:,|^)gres/gpu=(\d+)", node_out) | |
| alloc_m = re.search(r"\bAllocTRES=.*?(?:,|^)gres/gpu=(\d+)", node_out) | |
| node_total = int(cfg_m.group(1)) if cfg_m else 0 | |
| node_used = int(alloc_m.group(1)) if alloc_m else 0 | |
| total += node_total | |
| free += max(0, node_total - node_used) | |
| return free, total | |
| def count_cpu_capacity(partition: str) -> tuple[int, int, int]: | |
| out = run(["sinfo", "-h", "-N", "-p", partition, "-o", "%N|%C|%t"]) | |
| free_cpu = 0 | |
| total_cpu = 0 | |
| nodes_with_free_cpu = 0 | |
| for line in out.splitlines(): | |
| if not line.strip() or "|" not in line: | |
| continue | |
| _node, cpu_field, state = line.split("|", 2) | |
| state = state.strip().lower() | |
| if any(flag in state for flag in ("drain", "drained", "down", "fail", "inval")): | |
| continue | |
| parts = cpu_field.split("/") | |
| if len(parts) != 4: | |
| continue | |
| _alloc, idle, _other, total = (int(x) for x in parts) | |
| free_cpu += idle | |
| total_cpu += total | |
| if idle > 0: | |
| nodes_with_free_cpu += 1 | |
| return free_cpu, total_cpu, nodes_with_free_cpu | |
| def user_job_breakdown(user: str) -> Counter[tuple[str, str]]: | |
| out = run(["squeue", "-u", user, "-h", "-o", "%j|%T"]) | |
| counter: Counter[tuple[str, str]] = Counter() | |
| for line in out.splitlines(): | |
| if not line.strip() or "|" not in line: | |
| continue | |
| job, state = line.split("|", 1) | |
| counter[(job.strip(), state.strip())] += 1 | |
| return counter | |
| def main() -> int: | |
| user = sys.argv[1] if len(sys.argv) > 1 else "sf895" | |
| cpu_free, cpu_total, cpu_nodes = count_cpu_capacity("main") | |
| gpu_parts = ["gpu", "gpu-redhat", "cgpu"] | |
| print(f"user={user}") | |
| print(f"cpu_partition=main free_cpu={cpu_free} total_cpu={cpu_total} nodes_with_free_cpu={cpu_nodes}") | |
| for part in gpu_parts: | |
| free, total = count_free_gpus(part) | |
| print(f"gpu_partition={part} free_gpu={free} total_gpu={total}") | |
| jobs = user_job_breakdown(user) | |
| for (job, state), count in sorted(jobs.items()): | |
| print(f"user_jobs job={job} state={state} count={count}") | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |