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When running the `profiling.sampling` module in pstats mode, the output can be emitted in two different ways: text to stdout or a binary file when the `--output` argument is set. The current documentation and help text is confusing as it does not distinguish between these two output formats so it may be surprising to the user to get different formats depending whether `--output` is set or not.
1216 lines
40 KiB
Python
1216 lines
40 KiB
Python
"""Command-line interface for the sampling profiler."""
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import argparse
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import importlib.util
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import locale
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import os
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import re
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import selectors
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import socket
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import subprocess
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import sys
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import time
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import webbrowser
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from contextlib import nullcontext
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from .errors import SamplingUnknownProcessError, SamplingModuleNotFoundError, SamplingScriptNotFoundError
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from .sample import sample, sample_live, _is_process_running
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from .pstats_collector import PstatsCollector
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from .stack_collector import CollapsedStackCollector, FlamegraphCollector
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from .heatmap_collector import HeatmapCollector
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from .gecko_collector import GeckoCollector
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from .binary_collector import BinaryCollector
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from .binary_reader import BinaryReader
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from .constants import (
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MICROSECONDS_PER_SECOND,
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PROFILING_MODE_ALL,
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PROFILING_MODE_WALL,
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PROFILING_MODE_CPU,
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PROFILING_MODE_GIL,
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PROFILING_MODE_EXCEPTION,
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SORT_MODE_NSAMPLES,
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SORT_MODE_TOTTIME,
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SORT_MODE_CUMTIME,
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SORT_MODE_SAMPLE_PCT,
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SORT_MODE_CUMUL_PCT,
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SORT_MODE_NSAMPLES_CUMUL,
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)
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try:
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from ._child_monitor import ChildProcessMonitor
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except ImportError:
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# _remote_debugging module not available on this platform (e.g., WASI)
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ChildProcessMonitor = None
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try:
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from .live_collector import LiveStatsCollector
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except ImportError:
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LiveStatsCollector = None
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class CustomFormatter(
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argparse.ArgumentDefaultsHelpFormatter,
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argparse.RawDescriptionHelpFormatter,
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):
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"""Custom formatter that combines default values display with raw description formatting."""
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pass
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_HELP_DESCRIPTION = """Sample a process's stack frames and generate profiling data.
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Examples:
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# Run and profile a script
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`python -m profiling.sampling run script.py arg1 arg2`
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# Attach to a running process
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`python -m profiling.sampling attach 1234`
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# Live interactive mode for a script
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`python -m profiling.sampling run --live script.py`
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# Live interactive mode for a running process
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`python -m profiling.sampling attach --live 1234`
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Use `python -m profiling.sampling <command> --help` for command-specific help."""
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# Constants for socket synchronization
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_SYNC_TIMEOUT_SEC = 5.0
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_PROCESS_KILL_TIMEOUT_SEC = 2.0
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_READY_MESSAGE = b"ready"
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_RECV_BUFFER_SIZE = 1024
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# Format configuration
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FORMAT_EXTENSIONS = {
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"pstats": "pstats",
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"collapsed": "txt",
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"flamegraph": "html",
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"gecko": "json",
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"heatmap": "html",
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"binary": "bin",
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}
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COLLECTOR_MAP = {
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"pstats": PstatsCollector,
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"collapsed": CollapsedStackCollector,
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"flamegraph": FlamegraphCollector,
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"gecko": GeckoCollector,
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"heatmap": HeatmapCollector,
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"binary": BinaryCollector,
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}
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def _setup_child_monitor(args, parent_pid):
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# Build CLI args for child profilers (excluding --subprocesses to avoid recursion)
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child_cli_args = _build_child_profiler_args(args)
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# Build output pattern
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output_pattern = _build_output_pattern(args)
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return ChildProcessMonitor(
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pid=parent_pid,
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cli_args=child_cli_args,
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output_pattern=output_pattern,
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)
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def _get_child_monitor_context(args, pid):
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if getattr(args, 'subprocesses', False):
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return _setup_child_monitor(args, pid)
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return nullcontext()
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def _build_child_profiler_args(args):
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child_args = []
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# Sampling options
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hz = MICROSECONDS_PER_SECOND // args.sample_interval_usec
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child_args.extend(["-r", str(hz)])
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if args.duration is not None:
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child_args.extend(["-d", str(args.duration)])
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if args.all_threads:
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child_args.append("-a")
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if args.realtime_stats:
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child_args.append("--realtime-stats")
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if args.native:
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child_args.append("--native")
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if not args.gc:
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child_args.append("--no-gc")
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if args.opcodes:
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child_args.append("--opcodes")
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if args.async_aware:
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child_args.append("--async-aware")
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async_mode = getattr(args, 'async_mode', 'running')
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if async_mode != "running":
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child_args.extend(["--async-mode", async_mode])
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# Mode options
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mode = getattr(args, 'mode', 'wall')
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if mode != "wall":
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child_args.extend(["--mode", mode])
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# Format options (skip pstats as it's the default)
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if args.format != "pstats":
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child_args.append(f"--{args.format}")
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return child_args
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def _build_output_pattern(args):
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"""Build output filename pattern for child profilers.
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The pattern uses {pid} as a placeholder which will be replaced with the
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actual child PID using str.replace(), so user filenames with braces are safe.
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"""
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if args.outfile:
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# User specified output - add PID to filename
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base, ext = os.path.splitext(args.outfile)
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if ext:
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return f"{base}_{{pid}}{ext}"
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else:
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return f"{args.outfile}_{{pid}}"
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else:
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# Use default pattern based on format (consistent _ separator)
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extension = FORMAT_EXTENSIONS.get(args.format, "txt")
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if args.format == "heatmap":
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return "heatmap_{pid}"
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if args.format == "pstats":
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# pstats defaults to stdout, but for subprocesses we need files
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return "profile_{pid}.pstats"
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return f"{args.format}_{{pid}}.{extension}"
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def _parse_mode(mode_string):
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"""Convert mode string to mode constant."""
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mode_map = {
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"wall": PROFILING_MODE_WALL,
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"cpu": PROFILING_MODE_CPU,
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"gil": PROFILING_MODE_GIL,
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"exception": PROFILING_MODE_EXCEPTION,
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}
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return mode_map[mode_string]
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def _check_process_died(process):
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"""Check if process died and raise an error with stderr if available."""
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if process.poll() is None:
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return
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# Process died - try to get stderr for error message
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stderr_msg = ""
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if process.stderr:
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try:
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stderr_msg = process.stderr.read().decode().strip()
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except (OSError, UnicodeDecodeError):
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pass
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if stderr_msg:
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raise RuntimeError(stderr_msg)
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raise RuntimeError(f"Process exited with code {process.returncode}")
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def _wait_for_ready_signal(sync_sock, process, timeout):
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"""Wait for the ready signal from the subprocess, checking for early death."""
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deadline = time.monotonic() + timeout
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sel = selectors.DefaultSelector()
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sel.register(sync_sock, selectors.EVENT_READ)
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try:
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while True:
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_check_process_died(process)
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remaining = deadline - time.monotonic()
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if remaining <= 0:
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raise socket.timeout("timed out")
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if not sel.select(timeout=min(0.1, remaining)):
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continue
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conn, _ = sync_sock.accept()
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try:
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ready_signal = conn.recv(_RECV_BUFFER_SIZE)
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finally:
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conn.close()
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if ready_signal != _READY_MESSAGE:
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raise RuntimeError(f"Invalid ready signal received: {ready_signal!r}")
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return
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finally:
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sel.close()
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def _run_with_sync(original_cmd, suppress_output=False):
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"""Run a command with socket-based synchronization and return the process."""
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# Create a TCP socket for synchronization with better socket options
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with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as sync_sock:
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# Set SO_REUSEADDR to avoid "Address already in use" errors
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sync_sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
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sync_sock.bind(("127.0.0.1", 0)) # Let OS choose a free port
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sync_port = sync_sock.getsockname()[1]
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sync_sock.listen(1)
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sync_sock.settimeout(_SYNC_TIMEOUT_SEC)
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# Get current working directory to preserve it
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cwd = os.getcwd()
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# Build command using the sync coordinator
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target_args = original_cmd[1:] # Remove python executable
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cmd = (
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sys.executable,
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"-m",
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"profiling.sampling._sync_coordinator",
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str(sync_port),
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cwd,
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) + tuple(target_args)
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# Start the process with coordinator
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# When suppress_output=True (live mode), capture stderr so we can
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# report errors if the process dies before signaling ready.
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# When suppress_output=False (normal mode), let stderr inherit so
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# script errors print to the terminal.
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popen_kwargs = {}
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if suppress_output:
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popen_kwargs["stdin"] = subprocess.DEVNULL
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popen_kwargs["stdout"] = subprocess.DEVNULL
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popen_kwargs["stderr"] = subprocess.PIPE
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process = subprocess.Popen(cmd, **popen_kwargs)
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try:
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_wait_for_ready_signal(sync_sock, process, _SYNC_TIMEOUT_SEC)
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except socket.timeout:
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# If we timeout, kill the process and raise an error
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if process.poll() is None:
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process.terminate()
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try:
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process.wait(timeout=_PROCESS_KILL_TIMEOUT_SEC)
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except subprocess.TimeoutExpired:
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process.kill()
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process.wait()
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raise RuntimeError(
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"Process failed to signal readiness within timeout"
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)
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return process
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_RATE_PATTERN = re.compile(r'''
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^ # Start of string
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( # Group 1: The numeric value
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\d+ # One or more digits (integer part)
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(?:\.\d+)? # Optional: decimal point followed by digits
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) # Examples: "10", "0.5", "100.25"
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( # Group 2: Optional unit suffix
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hz # "hz" - hertz
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| khz # "khz" - kilohertz
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| k # "k" - shorthand for kilohertz
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)? # Suffix is optional (bare number = Hz)
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$ # End of string
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''', re.VERBOSE | re.IGNORECASE)
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def _parse_sampling_rate(rate_str: str) -> int:
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"""Parse sampling rate string to microseconds."""
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rate_str = rate_str.strip().lower()
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match = _RATE_PATTERN.match(rate_str)
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if not match:
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raise argparse.ArgumentTypeError(
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f"Invalid sampling rate format: {rate_str}. "
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"Expected: number followed by optional suffix (hz, khz, k) with no spaces (e.g., 10khz)"
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)
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number_part = match.group(1)
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suffix = match.group(2) or ''
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# Determine multiplier based on suffix
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suffix_map = {
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'hz': 1,
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'khz': 1000,
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'k': 1000,
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}
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multiplier = suffix_map.get(suffix, 1)
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hz = float(number_part) * multiplier
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if hz <= 0:
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raise argparse.ArgumentTypeError(f"Sampling rate must be positive: {rate_str}")
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interval_usec = int(MICROSECONDS_PER_SECOND / hz)
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if interval_usec < 1:
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raise argparse.ArgumentTypeError(f"Sampling rate too high: {rate_str}")
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return interval_usec
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def _add_sampling_options(parser):
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"""Add sampling configuration options to a parser."""
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sampling_group = parser.add_argument_group("Sampling configuration")
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sampling_group.add_argument(
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"-r",
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"--sampling-rate",
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type=_parse_sampling_rate,
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default="1khz",
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metavar="RATE",
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dest="sample_interval_usec",
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help="sampling rate (e.g., 10000, 10khz, 10k)",
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)
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sampling_group.add_argument(
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"-d",
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"--duration",
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type=int,
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default=None,
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metavar="SECONDS",
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help="Sampling duration (default: run to completion)",
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)
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sampling_group.add_argument(
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"-a",
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"--all-threads",
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action="store_true",
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help="Sample all threads in the process instead of just the main thread",
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)
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sampling_group.add_argument(
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"--realtime-stats",
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action="store_true",
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help="Print real-time sampling statistics (Hz, mean, min, max) during profiling",
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)
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sampling_group.add_argument(
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"--native",
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action="store_true",
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help='Include artificial "<native>" frames to denote calls to non-Python code',
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)
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sampling_group.add_argument(
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"--no-gc",
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action="store_false",
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dest="gc",
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help='Don\'t include artificial "<GC>" frames to denote active garbage collection',
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)
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sampling_group.add_argument(
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"--opcodes",
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action="store_true",
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help="Gather bytecode opcode information for instruction-level profiling "
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"(shows which bytecode instructions are executing, including specializations).",
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)
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sampling_group.add_argument(
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"--async-aware",
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action="store_true",
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help="Enable async-aware profiling (uses task-based stack reconstruction)",
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)
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sampling_group.add_argument(
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"--subprocesses",
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action="store_true",
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help="Also profile subprocesses. Each subprocess gets its own profiler and output file.",
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)
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sampling_group.add_argument(
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"--blocking",
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action="store_true",
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help="Stop all threads in target process before sampling to get consistent snapshots. "
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"Uses thread_suspend on macOS and ptrace on Linux. Adds overhead but ensures memory "
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"reads are from a frozen state.",
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)
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def _add_mode_options(parser):
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"""Add mode options to a parser."""
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mode_group = parser.add_argument_group("Mode options")
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mode_group.add_argument(
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"--mode",
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choices=["wall", "cpu", "gil", "exception"],
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default="wall",
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help="Sampling mode: wall (all samples), cpu (only samples when thread is on CPU), "
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"gil (only samples when thread holds the GIL), "
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"exception (only samples when thread has an active exception). "
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"Incompatible with --async-aware",
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)
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mode_group.add_argument(
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"--async-mode",
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choices=["running", "all"],
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default="running",
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help='Async profiling mode: "running" (only running task) '
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'or "all" (all tasks including waiting). Requires --async-aware',
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)
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def _add_format_options(parser, include_compression=True, include_binary=True):
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"""Add output format options to a parser."""
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output_group = parser.add_argument_group("Output options")
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format_group = output_group.add_mutually_exclusive_group()
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format_group.add_argument(
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"--pstats",
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action="store_const",
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const="pstats",
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dest="format",
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help="Generate pstats output (default)",
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)
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format_group.add_argument(
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"--collapsed",
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action="store_const",
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const="collapsed",
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dest="format",
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help="Generate collapsed stack traces for flamegraphs",
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)
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format_group.add_argument(
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"--flamegraph",
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action="store_const",
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const="flamegraph",
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dest="format",
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help="Generate interactive HTML flamegraph visualization",
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)
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format_group.add_argument(
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"--gecko",
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action="store_const",
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const="gecko",
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dest="format",
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help="Generate Gecko format for Firefox Profiler",
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)
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format_group.add_argument(
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"--heatmap",
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action="store_const",
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const="heatmap",
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dest="format",
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help="Generate interactive HTML heatmap visualization with line-level sample counts",
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)
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if include_binary:
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format_group.add_argument(
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"--binary",
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action="store_const",
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const="binary",
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dest="format",
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help="Generate high-performance binary format (use 'replay' command to convert)",
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)
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parser.set_defaults(format="pstats")
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if include_compression:
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output_group.add_argument(
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"--compression",
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choices=["auto", "zstd", "none"],
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default="auto",
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help="Compression for binary format: auto (use zstd if available), zstd, none",
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)
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output_group.add_argument(
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"-o",
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"--output",
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dest="outfile",
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help="Output path (default: stdout for pstats text; with -o, pstats is binary). "
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"Auto-generated for other formats. For heatmap: directory name (default: heatmap_PID)",
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)
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output_group.add_argument(
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"--browser",
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action="store_true",
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help="Automatically open HTML output (flamegraph, heatmap) in browser. "
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|
"When using --subprocesses, only the main process opens the browser",
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)
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def _add_pstats_options(parser):
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"""Add pstats-specific display options to a parser."""
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pstats_group = parser.add_argument_group("pstats format options")
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pstats_group.add_argument(
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"--sort",
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choices=[
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"nsamples",
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"tottime",
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"cumtime",
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"sample-pct",
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"cumul-pct",
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"nsamples-cumul",
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"name",
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],
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default=None,
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help="Sort order for pstats output (default: nsamples)",
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)
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|
pstats_group.add_argument(
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"-l",
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"--limit",
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type=int,
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default=None,
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help="Limit the number of rows in the output (default: 15)",
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)
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|
pstats_group.add_argument(
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"--no-summary",
|
|
action="store_true",
|
|
help="Disable the summary section in the pstats output",
|
|
)
|
|
|
|
|
|
def _sort_to_mode(sort_choice):
|
|
"""Convert sort choice string to SORT_MODE constant."""
|
|
sort_map = {
|
|
"nsamples": SORT_MODE_NSAMPLES,
|
|
"tottime": SORT_MODE_TOTTIME,
|
|
"cumtime": SORT_MODE_CUMTIME,
|
|
"sample-pct": SORT_MODE_SAMPLE_PCT,
|
|
"cumul-pct": SORT_MODE_CUMUL_PCT,
|
|
"nsamples-cumul": SORT_MODE_NSAMPLES_CUMUL,
|
|
"name": -1,
|
|
}
|
|
return sort_map.get(sort_choice, SORT_MODE_NSAMPLES)
|
|
|
|
def _create_collector(format_type, sample_interval_usec, skip_idle, opcodes=False,
|
|
output_file=None, compression='auto'):
|
|
"""Create the appropriate collector based on format type.
|
|
|
|
Args:
|
|
format_type: The output format ('pstats', 'collapsed', 'flamegraph', 'gecko', 'heatmap', 'binary')
|
|
sample_interval_usec: Sampling interval in microseconds
|
|
skip_idle: Whether to skip idle samples
|
|
opcodes: Whether to collect opcode information (only used by gecko format
|
|
for creating interval markers in Firefox Profiler)
|
|
output_file: Output file path (required for binary format)
|
|
compression: Compression type for binary format ('auto', 'zstd', 'none')
|
|
|
|
Returns:
|
|
A collector instance of the appropriate type
|
|
"""
|
|
collector_class = COLLECTOR_MAP.get(format_type)
|
|
if collector_class is None:
|
|
raise ValueError(f"Unknown format: {format_type}")
|
|
|
|
# Binary format requires output file and compression
|
|
if format_type == "binary":
|
|
if output_file is None:
|
|
raise ValueError("Binary format requires an output file")
|
|
return collector_class(output_file, sample_interval_usec, skip_idle=skip_idle,
|
|
compression=compression)
|
|
|
|
# Gecko format never skips idle (it needs both GIL and CPU data)
|
|
# and is the only format that uses opcodes for interval markers
|
|
if format_type == "gecko":
|
|
skip_idle = False
|
|
return collector_class(sample_interval_usec, skip_idle=skip_idle, opcodes=opcodes)
|
|
|
|
return collector_class(sample_interval_usec, skip_idle=skip_idle)
|
|
|
|
|
|
def _generate_output_filename(format_type, pid):
|
|
"""Generate output filename based on format and PID.
|
|
|
|
Args:
|
|
format_type: The output format
|
|
pid: Process ID
|
|
|
|
Returns:
|
|
Generated filename
|
|
"""
|
|
extension = FORMAT_EXTENSIONS.get(format_type, "txt")
|
|
# For heatmap, use cleaner directory name without extension
|
|
if format_type == "heatmap":
|
|
return f"heatmap_{pid}"
|
|
return f"{format_type}_{pid}.{extension}"
|
|
|
|
|
|
def _open_in_browser(path):
|
|
"""Open a file or directory in the default web browser.
|
|
|
|
Args:
|
|
path: File path or directory path to open
|
|
|
|
For directories (heatmap), opens the index.html file inside.
|
|
"""
|
|
abs_path = os.path.abspath(path)
|
|
|
|
# For heatmap directories, open the index.html file
|
|
if os.path.isdir(abs_path):
|
|
index_path = os.path.join(abs_path, 'index.html')
|
|
if os.path.exists(index_path):
|
|
abs_path = index_path
|
|
else:
|
|
print(f"Warning: Could not find index.html in {path}", file=sys.stderr)
|
|
return
|
|
|
|
file_url = f"file://{abs_path}"
|
|
try:
|
|
webbrowser.open(file_url)
|
|
except Exception as e:
|
|
print(f"Warning: Could not open browser: {e}", file=sys.stderr)
|
|
|
|
|
|
def _handle_output(collector, args, pid, mode):
|
|
"""Handle output for the collector based on format and arguments.
|
|
|
|
Args:
|
|
collector: The collector instance with profiling data
|
|
args: Parsed command-line arguments
|
|
pid: Process ID (for generating filenames)
|
|
mode: Profiling mode used
|
|
"""
|
|
if args.format == "binary":
|
|
# Binary format already wrote to file incrementally, just finalize
|
|
collector.export(None)
|
|
filename = collector.filename
|
|
print(f"Binary profile written to {filename} ({collector.total_samples} samples)")
|
|
elif args.format == "pstats":
|
|
if args.outfile:
|
|
# If outfile is a directory, generate filename inside it
|
|
if os.path.isdir(args.outfile):
|
|
filename = os.path.join(args.outfile, _generate_output_filename(args.format, pid))
|
|
collector.export(filename)
|
|
else:
|
|
collector.export(args.outfile)
|
|
else:
|
|
# Print to stdout with defaults applied
|
|
sort_choice = args.sort if args.sort is not None else "nsamples"
|
|
limit = args.limit if args.limit is not None else 15
|
|
sort_mode = _sort_to_mode(sort_choice)
|
|
collector.print_stats(
|
|
sort_mode, limit, not args.no_summary, mode
|
|
)
|
|
else:
|
|
# Export to file
|
|
if args.outfile and os.path.isdir(args.outfile):
|
|
# If outfile is a directory, generate filename inside it
|
|
filename = os.path.join(args.outfile, _generate_output_filename(args.format, pid))
|
|
else:
|
|
filename = args.outfile or _generate_output_filename(args.format, pid)
|
|
collector.export(filename)
|
|
|
|
# Auto-open browser for HTML output if --browser flag is set
|
|
if args.format in ('flamegraph', 'heatmap') and getattr(args, 'browser', False):
|
|
_open_in_browser(filename)
|
|
|
|
|
|
def _validate_args(args, parser):
|
|
"""Validate format-specific options and live mode requirements.
|
|
|
|
Args:
|
|
args: Parsed command-line arguments
|
|
parser: ArgumentParser instance for error reporting
|
|
"""
|
|
# Replay command has no special validation needed
|
|
if getattr(args, 'command', None) == "replay":
|
|
return
|
|
|
|
# Warn about blocking mode with aggressive sampling intervals
|
|
if args.blocking and args.sample_interval_usec < 100:
|
|
print(
|
|
f"Warning: --blocking with a {args.sample_interval_usec} µs interval will stop all threads "
|
|
f"{1_000_000 // args.sample_interval_usec} times per second. "
|
|
"Consider using --sampling-rate 1khz or lower to reduce overhead.",
|
|
file=sys.stderr
|
|
)
|
|
|
|
# Check if live mode is available
|
|
if hasattr(args, 'live') and args.live and LiveStatsCollector is None:
|
|
parser.error(
|
|
"Live mode requires the curses module, which is not available."
|
|
)
|
|
|
|
# --subprocesses is incompatible with --live
|
|
if hasattr(args, 'subprocesses') and args.subprocesses:
|
|
if ChildProcessMonitor is None:
|
|
parser.error(
|
|
"--subprocesses is not available on this platform "
|
|
"(requires _remote_debugging module)."
|
|
)
|
|
if hasattr(args, 'live') and args.live:
|
|
parser.error("--subprocesses is incompatible with --live mode.")
|
|
|
|
# Async-aware mode is incompatible with --native, --no-gc, --mode, and --all-threads
|
|
if getattr(args, 'async_aware', False):
|
|
issues = []
|
|
if args.native:
|
|
issues.append("--native")
|
|
if not args.gc:
|
|
issues.append("--no-gc")
|
|
if hasattr(args, 'mode') and args.mode != "wall":
|
|
issues.append(f"--mode={args.mode}")
|
|
if hasattr(args, 'all_threads') and args.all_threads:
|
|
issues.append("--all-threads")
|
|
if issues:
|
|
parser.error(
|
|
f"Options {', '.join(issues)} are incompatible with --async-aware. "
|
|
"Async-aware profiling uses task-based stack reconstruction."
|
|
)
|
|
|
|
# --async-mode requires --async-aware
|
|
if hasattr(args, 'async_mode') and args.async_mode != "running" and not getattr(args, 'async_aware', False):
|
|
parser.error("--async-mode requires --async-aware to be enabled.")
|
|
|
|
# Live mode is incompatible with format options
|
|
if hasattr(args, 'live') and args.live:
|
|
if args.format != "pstats":
|
|
format_flag = f"--{args.format}"
|
|
parser.error(
|
|
f"--live is incompatible with {format_flag}. Live mode uses a TUI interface."
|
|
)
|
|
|
|
# Live mode is also incompatible with pstats-specific options
|
|
issues = []
|
|
if args.sort is not None:
|
|
issues.append("--sort")
|
|
if args.limit is not None:
|
|
issues.append("--limit")
|
|
if args.no_summary:
|
|
issues.append("--no-summary")
|
|
|
|
if issues:
|
|
parser.error(
|
|
f"Options {', '.join(issues)} are incompatible with --live. "
|
|
"Live mode uses a TUI interface with its own controls."
|
|
)
|
|
return
|
|
|
|
# Validate gecko mode doesn't use non-wall mode
|
|
if args.format == "gecko" and getattr(args, 'mode', 'wall') != "wall":
|
|
parser.error(
|
|
"--mode option is incompatible with --gecko. "
|
|
"Gecko format automatically includes both GIL-holding and CPU status analysis."
|
|
)
|
|
|
|
# Validate --opcodes is only used with compatible formats
|
|
opcodes_compatible_formats = ("live", "gecko", "flamegraph", "heatmap", "binary")
|
|
if getattr(args, 'opcodes', False) and args.format not in opcodes_compatible_formats:
|
|
parser.error(
|
|
f"--opcodes is only compatible with {', '.join('--' + f for f in opcodes_compatible_formats)}."
|
|
)
|
|
|
|
# Validate pstats-specific options are only used with pstats format
|
|
if args.format != "pstats":
|
|
issues = []
|
|
if args.sort is not None:
|
|
issues.append("--sort")
|
|
if args.limit is not None:
|
|
issues.append("--limit")
|
|
if args.no_summary:
|
|
issues.append("--no-summary")
|
|
|
|
if issues:
|
|
format_flag = f"--{args.format}"
|
|
parser.error(
|
|
f"Options {', '.join(issues)} are only valid with --pstats, not {format_flag}"
|
|
)
|
|
|
|
|
|
def main():
|
|
"""Main entry point for the CLI."""
|
|
# Set locale for number formatting, restore on exit
|
|
old_locale = locale.setlocale(locale.LC_ALL, None)
|
|
locale.setlocale(locale.LC_ALL, "")
|
|
try:
|
|
_main()
|
|
finally:
|
|
locale.setlocale(locale.LC_ALL, old_locale)
|
|
|
|
|
|
def _main():
|
|
# Create the main parser
|
|
parser = argparse.ArgumentParser(
|
|
description=_HELP_DESCRIPTION,
|
|
formatter_class=CustomFormatter,
|
|
)
|
|
|
|
# Create subparsers for commands
|
|
subparsers = parser.add_subparsers(
|
|
dest="command", required=True, help="Command to run"
|
|
)
|
|
|
|
# === RUN COMMAND ===
|
|
run_parser = subparsers.add_parser(
|
|
"run",
|
|
help="Run and profile a script or module",
|
|
formatter_class=CustomFormatter,
|
|
description="""Run and profile a Python script or module
|
|
|
|
Examples:
|
|
# Run and profile a module
|
|
`python -m profiling.sampling run -m mymodule arg1 arg2`
|
|
|
|
# Generate flamegraph from a script
|
|
`python -m profiling.sampling run --flamegraph -o output.html script.py`
|
|
|
|
# Profile with custom rate and duration
|
|
`python -m profiling.sampling run -r 5khz -d 30 script.py`
|
|
|
|
# Save collapsed stacks to file
|
|
`python -m profiling.sampling run --collapsed -o stacks.txt script.py`
|
|
|
|
# Live interactive mode for a script
|
|
`python -m profiling.sampling run --live script.py`""",
|
|
)
|
|
run_parser.add_argument(
|
|
"-m",
|
|
"--module",
|
|
action="store_true",
|
|
help="Run target as a module (like python -m)",
|
|
)
|
|
run_parser.add_argument(
|
|
"target",
|
|
help="Script file or module name to profile",
|
|
)
|
|
run_parser.add_argument(
|
|
"args",
|
|
nargs=argparse.REMAINDER,
|
|
help="Arguments to pass to the script or module",
|
|
)
|
|
run_parser.add_argument(
|
|
"--live",
|
|
action="store_true",
|
|
help="Interactive TUI profiler (top-like interface, press 'q' to quit, 's' to cycle sort)",
|
|
)
|
|
_add_sampling_options(run_parser)
|
|
_add_mode_options(run_parser)
|
|
_add_format_options(run_parser)
|
|
_add_pstats_options(run_parser)
|
|
|
|
# === ATTACH COMMAND ===
|
|
attach_parser = subparsers.add_parser(
|
|
"attach",
|
|
help="Attach to and profile a running process",
|
|
formatter_class=CustomFormatter,
|
|
description="""Attach to a running process and profile it
|
|
|
|
Examples:
|
|
# Profile all threads, sort by total time
|
|
`python -m profiling.sampling attach -a --sort tottime 1234`
|
|
|
|
# Live interactive mode for a running process
|
|
`python -m profiling.sampling attach --live 1234`""",
|
|
)
|
|
attach_parser.add_argument(
|
|
"pid",
|
|
type=int,
|
|
help="Process ID to attach to",
|
|
)
|
|
attach_parser.add_argument(
|
|
"--live",
|
|
action="store_true",
|
|
help="Interactive TUI profiler (top-like interface, press 'q' to quit, 's' to cycle sort)",
|
|
)
|
|
_add_sampling_options(attach_parser)
|
|
_add_mode_options(attach_parser)
|
|
_add_format_options(attach_parser)
|
|
_add_pstats_options(attach_parser)
|
|
|
|
# === REPLAY COMMAND ===
|
|
replay_parser = subparsers.add_parser(
|
|
"replay",
|
|
help="Replay a binary profile and convert to another format",
|
|
formatter_class=CustomFormatter,
|
|
description="""Replay a binary profile file and convert to another format
|
|
|
|
Examples:
|
|
# Convert binary to flamegraph
|
|
`python -m profiling.sampling replay --flamegraph -o output.html profile.bin`
|
|
|
|
# Convert binary to pstats and print to stdout
|
|
`python -m profiling.sampling replay profile.bin`
|
|
|
|
# Convert binary to gecko format
|
|
`python -m profiling.sampling replay --gecko -o profile.json profile.bin`""",
|
|
)
|
|
replay_parser.add_argument(
|
|
"input_file",
|
|
help="Binary profile file to replay",
|
|
)
|
|
_add_format_options(replay_parser, include_compression=False, include_binary=False)
|
|
_add_pstats_options(replay_parser)
|
|
|
|
# Parse arguments
|
|
args = parser.parse_args()
|
|
|
|
# Validate arguments
|
|
_validate_args(args, parser)
|
|
|
|
# Command dispatch table
|
|
command_handlers = {
|
|
"run": _handle_run,
|
|
"attach": _handle_attach,
|
|
"replay": _handle_replay,
|
|
}
|
|
|
|
# Execute the appropriate command
|
|
handler = command_handlers.get(args.command)
|
|
if handler:
|
|
handler(args)
|
|
else:
|
|
parser.error(f"Unknown command: {args.command}")
|
|
|
|
|
|
def _handle_attach(args):
|
|
"""Handle the 'attach' command."""
|
|
if not _is_process_running(args.pid):
|
|
raise SamplingUnknownProcessError(args.pid)
|
|
# Check if live mode is requested
|
|
if args.live:
|
|
_handle_live_attach(args, args.pid)
|
|
return
|
|
|
|
# Use PROFILING_MODE_ALL for gecko format
|
|
mode = (
|
|
PROFILING_MODE_ALL
|
|
if args.format == "gecko"
|
|
else _parse_mode(args.mode)
|
|
)
|
|
|
|
# Determine skip_idle based on mode
|
|
skip_idle = (
|
|
mode != PROFILING_MODE_WALL if mode != PROFILING_MODE_ALL else False
|
|
)
|
|
|
|
output_file = None
|
|
if args.format == "binary":
|
|
output_file = args.outfile or _generate_output_filename(args.format, args.pid)
|
|
|
|
# Create the appropriate collector
|
|
collector = _create_collector(
|
|
args.format, args.sample_interval_usec, skip_idle, args.opcodes,
|
|
output_file=output_file,
|
|
compression=getattr(args, 'compression', 'auto')
|
|
)
|
|
|
|
with _get_child_monitor_context(args, args.pid):
|
|
collector = sample(
|
|
args.pid,
|
|
collector,
|
|
duration_sec=args.duration,
|
|
all_threads=args.all_threads,
|
|
realtime_stats=args.realtime_stats,
|
|
mode=mode,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
native=args.native,
|
|
gc=args.gc,
|
|
opcodes=args.opcodes,
|
|
blocking=args.blocking,
|
|
)
|
|
_handle_output(collector, args, args.pid, mode)
|
|
|
|
|
|
def _handle_run(args):
|
|
"""Handle the 'run' command."""
|
|
# Validate target exists before launching subprocess
|
|
if args.module:
|
|
# Temporarily add cwd to sys.path so we can find modules in the
|
|
# current directory, matching the coordinator's behavior
|
|
cwd = os.getcwd()
|
|
added_cwd = False
|
|
if cwd not in sys.path:
|
|
sys.path.insert(0, cwd)
|
|
added_cwd = True
|
|
try:
|
|
if importlib.util.find_spec(args.target) is None:
|
|
raise SamplingModuleNotFoundError(args.target)
|
|
finally:
|
|
if added_cwd:
|
|
sys.path.remove(cwd)
|
|
else:
|
|
if not os.path.exists(args.target):
|
|
raise SamplingScriptNotFoundError(args.target)
|
|
|
|
# Check if live mode is requested
|
|
if args.live:
|
|
_handle_live_run(args)
|
|
return
|
|
|
|
# Build the command to run
|
|
if args.module:
|
|
cmd = (sys.executable, "-m", args.target, *args.args)
|
|
else:
|
|
cmd = (sys.executable, args.target, *args.args)
|
|
|
|
# Run with synchronization
|
|
try:
|
|
process = _run_with_sync(cmd, suppress_output=False)
|
|
except RuntimeError as e:
|
|
sys.exit(f"Error: {e}")
|
|
|
|
# Use PROFILING_MODE_ALL for gecko format
|
|
mode = (
|
|
PROFILING_MODE_ALL
|
|
if args.format == "gecko"
|
|
else _parse_mode(args.mode)
|
|
)
|
|
|
|
# Determine skip_idle based on mode
|
|
skip_idle = (
|
|
mode != PROFILING_MODE_WALL if mode != PROFILING_MODE_ALL else False
|
|
)
|
|
|
|
output_file = None
|
|
if args.format == "binary":
|
|
output_file = args.outfile or _generate_output_filename(args.format, process.pid)
|
|
|
|
# Create the appropriate collector
|
|
collector = _create_collector(
|
|
args.format, args.sample_interval_usec, skip_idle, args.opcodes,
|
|
output_file=output_file,
|
|
compression=getattr(args, 'compression', 'auto')
|
|
)
|
|
|
|
with _get_child_monitor_context(args, process.pid):
|
|
try:
|
|
collector = sample(
|
|
process.pid,
|
|
collector,
|
|
duration_sec=args.duration,
|
|
all_threads=args.all_threads,
|
|
realtime_stats=args.realtime_stats,
|
|
mode=mode,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
native=args.native,
|
|
gc=args.gc,
|
|
opcodes=args.opcodes,
|
|
blocking=args.blocking,
|
|
)
|
|
_handle_output(collector, args, process.pid, mode)
|
|
finally:
|
|
# Terminate the main subprocess - child profilers finish when their
|
|
# target processes exit
|
|
if process.poll() is None:
|
|
process.terminate()
|
|
try:
|
|
process.wait(timeout=_PROCESS_KILL_TIMEOUT_SEC)
|
|
except subprocess.TimeoutExpired:
|
|
process.kill()
|
|
process.wait()
|
|
|
|
|
|
def _handle_live_attach(args, pid):
|
|
"""Handle live mode for an existing process."""
|
|
mode = _parse_mode(args.mode)
|
|
|
|
# Determine skip_idle based on mode
|
|
skip_idle = mode != PROFILING_MODE_WALL
|
|
|
|
# Create live collector with default settings
|
|
collector = LiveStatsCollector(
|
|
args.sample_interval_usec,
|
|
skip_idle=skip_idle,
|
|
sort_by="tottime", # Default initial sort
|
|
limit=20, # Default limit
|
|
pid=pid,
|
|
mode=mode,
|
|
opcodes=args.opcodes,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
)
|
|
|
|
# Sample in live mode
|
|
sample_live(
|
|
pid,
|
|
collector,
|
|
duration_sec=args.duration,
|
|
all_threads=args.all_threads,
|
|
realtime_stats=args.realtime_stats,
|
|
mode=mode,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
native=args.native,
|
|
gc=args.gc,
|
|
opcodes=args.opcodes,
|
|
blocking=args.blocking,
|
|
)
|
|
|
|
|
|
def _handle_live_run(args):
|
|
"""Handle live mode for running a script/module."""
|
|
# Build the command to run
|
|
if args.module:
|
|
cmd = (sys.executable, "-m", args.target, *args.args)
|
|
else:
|
|
cmd = (sys.executable, args.target, *args.args)
|
|
|
|
# Run with synchronization, suppressing output for live mode
|
|
try:
|
|
process = _run_with_sync(cmd, suppress_output=True)
|
|
except RuntimeError as e:
|
|
sys.exit(f"Error: {e}")
|
|
|
|
mode = _parse_mode(args.mode)
|
|
|
|
# Determine skip_idle based on mode
|
|
skip_idle = mode != PROFILING_MODE_WALL
|
|
|
|
# Create live collector with default settings
|
|
collector = LiveStatsCollector(
|
|
args.sample_interval_usec,
|
|
skip_idle=skip_idle,
|
|
sort_by="tottime", # Default initial sort
|
|
limit=20, # Default limit
|
|
pid=process.pid,
|
|
mode=mode,
|
|
opcodes=args.opcodes,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
)
|
|
|
|
# Profile the subprocess in live mode
|
|
try:
|
|
sample_live(
|
|
process.pid,
|
|
collector,
|
|
duration_sec=args.duration,
|
|
all_threads=args.all_threads,
|
|
realtime_stats=args.realtime_stats,
|
|
mode=mode,
|
|
async_aware=args.async_mode if args.async_aware else None,
|
|
native=args.native,
|
|
gc=args.gc,
|
|
opcodes=args.opcodes,
|
|
blocking=args.blocking,
|
|
)
|
|
finally:
|
|
# Clean up the subprocess and get any error output
|
|
returncode = process.poll()
|
|
if returncode is None:
|
|
# Process still running - terminate it
|
|
process.terminate()
|
|
try:
|
|
process.wait(timeout=_PROCESS_KILL_TIMEOUT_SEC)
|
|
except subprocess.TimeoutExpired:
|
|
process.kill()
|
|
# Ensure process is fully terminated
|
|
process.wait()
|
|
# Read any stderr output (tracebacks, errors, etc.)
|
|
if process.stderr:
|
|
with process.stderr:
|
|
try:
|
|
stderr = process.stderr.read()
|
|
if stderr:
|
|
print(stderr.decode(), file=sys.stderr)
|
|
except (OSError, ValueError):
|
|
# Ignore errors if pipe is already closed
|
|
pass
|
|
|
|
|
|
def _handle_replay(args):
|
|
"""Handle the 'replay' command - convert binary profile to another format."""
|
|
if not os.path.exists(args.input_file):
|
|
sys.exit(f"Error: Input file not found: {args.input_file}")
|
|
|
|
with BinaryReader(args.input_file) as reader:
|
|
info = reader.get_info()
|
|
interval = info['sample_interval_us']
|
|
|
|
print(f"Replaying {info['sample_count']} samples from {args.input_file}")
|
|
print(f" Sample interval: {interval} us")
|
|
print(f" Compression: {'zstd' if info.get('compression_type', 0) == 1 else 'none'}")
|
|
|
|
collector = _create_collector(args.format, interval, skip_idle=False)
|
|
|
|
def progress_callback(current, total):
|
|
if total > 0:
|
|
pct = current / total
|
|
bar_width = 40
|
|
filled = int(bar_width * pct)
|
|
bar = '█' * filled + '░' * (bar_width - filled)
|
|
print(f"\r [{bar}] {pct*100:5.1f}% ({current:,}/{total:,})", end="", flush=True)
|
|
|
|
count = reader.replay_samples(collector, progress_callback)
|
|
print()
|
|
|
|
if args.format == "pstats":
|
|
if args.outfile:
|
|
collector.export(args.outfile)
|
|
else:
|
|
sort_choice = args.sort if args.sort is not None else "nsamples"
|
|
limit = args.limit if args.limit is not None else 15
|
|
sort_mode = _sort_to_mode(sort_choice)
|
|
collector.print_stats(sort_mode, limit, not args.no_summary, PROFILING_MODE_WALL)
|
|
else:
|
|
filename = args.outfile or _generate_output_filename(args.format, os.getpid())
|
|
collector.export(filename)
|
|
|
|
# Auto-open browser for HTML output if --browser flag is set
|
|
if args.format in ('flamegraph', 'heatmap') and getattr(args, 'browser', False):
|
|
_open_in_browser(filename)
|
|
|
|
print(f"Replayed {count} samples")
|
|
|
|
|
|
if __name__ == "__main__":
|
|
main()
|