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#! /usr/bin/python3 # # llcstat.py Summarize cache references and cache misses by PID. # Cache reference and cache miss are corresponding events defined in # uapi/linux/perf_event.h, it varies to different architecture. # On x86-64, they mean LLC references and LLC misses. # # For Linux, uses BCC, eBPF. Embedded C. # # SEE ALSO: perf top -e cache-misses -e cache-references -a -ns pid,cpu,comm # # REQUIRES: Linux 4.9+ (BPF_PROG_TYPE_PERF_EVENT support). # # Copyright (c) 2016 Facebook, Inc. # Licensed under the Apache License, Version 2.0 (the "License") # # 19-Oct-2016 Teng Qin Created this. # 20-Jun-2022 YeZhengMao Added tid info. from __future__ import print_function import argparse from bcc import BPF, PerfType, PerfHWConfig import signal from time import sleep parser = argparse.ArgumentParser( description="Summarize cache references and misses by PID", formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument( "-c", "--sample_period", type=int, default=100, help="Sample one in this many number of cache reference / miss events") parser.add_argument( "duration", nargs="?", default=10, help="Duration, in seconds, to run") parser.add_argument( "-t", "--tid", action="store_true", help="Summarize cache references and misses by PID/TID" ) parser.add_argument("--ebpf", action="store_true", help=argparse.SUPPRESS) args = parser.parse_args() # load BPF program bpf_text=""" #include <linux/ptrace.h> #include <uapi/linux/bpf_perf_event.h> struct key_t { int cpu; u32 pid; u32 tid; char name[TASK_COMM_LEN]; }; BPF_HASH(ref_count, struct key_t); BPF_HASH(miss_count, struct key_t); static inline __attribute__((always_inline)) void get_key(struct key_t* key) { u64 pid_tgid = bpf_get_current_pid_tgid(); key->cpu = bpf_get_smp_processor_id(); key->pid = pid_tgid >> 32; key->tid = GET_TID ? (u32)pid_tgid : key->pid; bpf_get_current_comm(&(key->name), sizeof(key->name)); } int on_cache_miss(struct bpf_perf_event_data *ctx) { struct key_t key = {}; get_key(&key); miss_count.increment(key, ctx->sample_period); return 0; } int on_cache_ref(struct bpf_perf_event_data *ctx) { struct key_t key = {}; get_key(&key); ref_count.increment(key, ctx->sample_period); return 0; } """ bpf_text = bpf_text.replace("GET_TID", "1" if args.tid else "0") if args.ebpf: print(bpf_text) exit() b = BPF(text=bpf_text) try: b.attach_perf_event( ev_type=PerfType.HARDWARE, ev_config=PerfHWConfig.CACHE_MISSES, fn_name="on_cache_miss", sample_period=args.sample_period) b.attach_perf_event( ev_type=PerfType.HARDWARE, ev_config=PerfHWConfig.CACHE_REFERENCES, fn_name="on_cache_ref", sample_period=args.sample_period) except Exception: print("Failed to attach to a hardware event. Is this a virtual machine?") exit() print("Running for {} seconds or hit Ctrl-C to end.".format(args.duration)) try: sleep(float(args.duration)) except KeyboardInterrupt: signal.signal(signal.SIGINT, lambda signal, frame: print()) miss_count = {} for (k, v) in b.get_table('miss_count').items(): if args.tid: miss_count[(k.pid, k.tid, k.cpu, k.name)] = v.value else: miss_count[(k.pid, k.cpu, k.name)] = v.value header_text = 'PID ' format_text = '{:<8d} ' if args.tid: header_text += 'TID ' format_text += '{:<8d} ' header_text += 'NAME CPU REFERENCE MISS HIT%' format_text += '{:<16s} {:<4d} {:>12d} {:>12d} {:>6.2f}%' print(header_text) tot_ref = 0 tot_miss = 0 for (k, v) in b.get_table('ref_count').items(): try: if args.tid: miss = miss_count[(k.pid, k.tid, k.cpu, k.name)] else: miss = miss_count[(k.pid, k.cpu, k.name)] except KeyError: miss = 0 tot_ref += v.value tot_miss += miss # This happens on some PIDs due to missed counts caused by sampling hit = (v.value - miss) if (v.value >= miss) else 0 if args.tid: print(format_text.format( k.pid, k.tid, k.name.decode('utf-8', 'replace'), k.cpu, v.value, miss, (float(hit) / float(v.value)) * 100.0)) else: print(format_text.format( k.pid, k.name.decode('utf-8', 'replace'), k.cpu, v.value, miss, (float(hit) / float(v.value)) * 100.0)) print('Total References: {} Total Misses: {} Hit Rate: {:.2f}%'.format( tot_ref, tot_miss, (float(tot_ref - tot_miss) / float(tot_ref)) * 100.0))