managed_process.py

# SPDX-FileCopyrightText: Copyright (c) 2025 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: Apache-2.0
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

import json
import logging
import os
import shutil
import signal
import socket
import subprocess
import time
from dataclasses import dataclass, field
from typing import Any, List, Optional

import psutil
import requests


def terminate_process(process, logger=logging.getLogger(), immediate_kill=False):
    try:
        logger.info("Terminating PID: %s name: %s", process.pid, process.name())
        if immediate_kill:
            logger.info("Sending Kill: %s %s", process.pid, process.name())
            process.kill()
        else:
            process.terminate()
    except psutil.AccessDenied:
        logger.warning("Access denied for PID %s", process.pid)
    except psutil.NoSuchProcess:
        logger.warning("PID %s no longer exists", process.pid)


def terminate_process_tree(
    pid, logger=logging.getLogger(), immediate_kill=False, timeout=10
):
    try:
        parent = psutil.Process(pid)
        for child in parent.children(recursive=True):
            terminate_process(child, logger, immediate_kill)

        terminate_process(parent, logger, immediate_kill)

        for child in parent.children(recursive=True):
            try:
                child.wait(timeout)
            except psutil.TimeoutExpired:
                terminate_process(child, logger, immediate_kill=True)
        try:
            parent.wait(timeout)
        except psutil.TimeoutExpired:
            terminate_process(parent, logger, immediate_kill=True)

    except psutil.NoSuchProcess:
        # Process already terminated
        pass


@dataclass
class ManagedProcess:
    command: List[str]
    env: Optional[dict] = None
    health_check_ports: List[int] = field(default_factory=list)
    health_check_urls: List[Any] = field(default_factory=list)
    health_check_funcs: List[Any] = field(default_factory=list)
    delayed_start: int = 0
    timeout: int = 300
    working_dir: Optional[str] = None
    display_output: bool = False
    data_dir: Optional[str] = None
    terminate_existing: bool = True
    stragglers: List[str] = field(default_factory=list)
    straggler_commands: List[str] = field(default_factory=list)
    log_dir: str = os.getcwd()

    # Ensure attributes exist even if startup fails early
    proc: Optional[subprocess.Popen] = None
    _pgid: Optional[int] = None

    _logger = logging.getLogger()
    _command_name = None
    _log_path = None
    _tee_proc = None
    _sed_proc = None

    @property
    def log_path(self):
        """Return the absolute path to the process log file if available."""
        return self._log_path

    def read_logs(self) -> str:
        """Read and return the entire contents of the process log file.

        Returns an empty string if the log file is not yet available.
        """
        try:
            if self._log_path and os.path.exists(self._log_path):
                with open(self._log_path, "r", encoding="utf-8", errors="ignore") as f:
                    return f.read()
        except Exception as e:
            self._logger.warning("Could not read log file %s: %s", self._log_path, e)
        return ""

    def __enter__(self):
        try:
            self._logger = logging.getLogger(self.__class__.__name__)
            self._command_name = self.command[0]
            os.makedirs(self.log_dir, exist_ok=True)
            log_name = f"{self._command_name}.log.txt"
            self._log_path = os.path.join(self.log_dir, log_name)

            if self.data_dir:
                self._remove_directory(self.data_dir)

            self._terminate_existing()
            self._start_process()
            time.sleep(self.delayed_start)
            elapsed = self._check_ports(self.timeout)
            self._check_urls(self.timeout - elapsed)
            self._check_funcs(self.timeout - elapsed)

            return self

        except Exception:
            try:
                self.__exit__(None, None, None)
            except Exception as cleanup_err:
                self._logger.warning(
                    "Error during cleanup in __enter__: %s", cleanup_err
                )
            raise

    def _cleanup_stragglers(self):
        """Clean up straggler processes - called during exit and signal handling"""
        try:
            if self.stragglers or self.straggler_commands:
                self._logger.info(
                    "Checking for straggler processes: stragglers=%s, straggler_commands=%s",
                    self.stragglers,
                    self.straggler_commands,
                )

            for ps_process in psutil.process_iter(["name", "cmdline"]):
                try:
                    process_name = ps_process.name()
                    if process_name in self.stragglers:
                        self._logger.info(
                            "Terminating Straggler %s %s", process_name, ps_process.pid
                        )
                        terminate_process_tree(ps_process.pid, self._logger)

                    # Check command line arguments
                    cmdline = ps_process.cmdline()
                    cmdline_str = " ".join(cmdline) if cmdline else ""
                    for straggler_cmd in self.straggler_commands:
                        if straggler_cmd in cmdline_str:
                            self._logger.info(
                                "Terminating Straggler Cmdline %s %s %s",
                                process_name,
                                ps_process.pid,
                                straggler_cmd,
                            )
                            terminate_process_tree(ps_process.pid, self._logger)
                            break  # Avoid terminating the same process multiple times
                except (
                    psutil.NoSuchProcess,
                    psutil.AccessDenied,
                    psutil.ZombieProcess,
                ):
                    # Process may have terminated or become inaccessible during iteration
                    pass
                except Exception as e:
                    # Catch any other unexpected errors to ensure cleanup continues
                    self._logger.warning("Error checking process: %s", e)
        except Exception as e:
            # Ensure that any error in straggler cleanup doesn't prevent other cleanup
            self._logger.error("Error during straggler cleanup: %s", e)

    def __exit__(self, exc_type, exc_val, exc_tb):
        try:
            self._terminate_process_group()

            process_list = [self.proc, self._tee_proc, self._sed_proc]
            for process in process_list:
                if process:
                    try:
                        if process.stdout:
                            process.stdout.close()
                        if process.stdin:
                            process.stdin.close()
                        terminate_process_tree(process.pid, self._logger)
                        process.wait()
                    except Exception as e:
                        self._logger.warning("Error terminating process: %s", e)
            if self.data_dir:
                self._remove_directory(self.data_dir)
        finally:
            # Always run straggler cleanup, even if interrupted
            self._cleanup_stragglers()

    def _start_process(self):
        assert self._command_name
        assert self._log_path

        self._logger.info(
            "Running command: %s in %s",
            " ".join(self.command),
            self.working_dir or os.getcwd(),
        )

        stdin = subprocess.DEVNULL
        stdout = subprocess.PIPE
        stderr = subprocess.STDOUT

        if self.display_output:
            self.proc = subprocess.Popen(
                self.command,
                env=self.env or os.environ.copy(),
                cwd=self.working_dir,
                stdin=stdin,
                stdout=stdout,
                stderr=stderr,
                start_new_session=True,  # Isolate process group to prevent kill 0 from affecting parent
            )
            # Capture the child's process group id for robust cleanup even if parent shell exits
            try:
                self._pgid = os.getpgid(self.proc.pid)
            except Exception as e:
                self._logger.warning("Could not get process group id: %s", e)
                self._pgid = None
            self._sed_proc = subprocess.Popen(
                ["sed", "-u", f"s/^/[{self._command_name.upper()}] /"],
                stdin=self.proc.stdout,
                stdout=subprocess.PIPE,
            )

            self._tee_proc = subprocess.Popen(
                ["tee", self._log_path], stdin=self._sed_proc.stdout
            )

        else:
            with open(self._log_path, "w", encoding="utf-8") as f:
                self.proc = subprocess.Popen(
                    self.command,
                    env=self.env or os.environ.copy(),
                    cwd=self.working_dir,
                    stdin=stdin,
                    stdout=stdout,
                    stderr=stderr,
                    start_new_session=True,  # Isolate process group to prevent kill 0 from affecting parent
                )
                # Capture the child's process group id for robust cleanup even if parent shell exits
                try:
                    self._pgid = os.getpgid(self.proc.pid)
                except Exception as e:
                    self._logger.warning("Could not get process group id: %s", e)
                    self._pgid = None

                self._sed_proc = subprocess.Popen(
                    ["sed", "-u", f"s/^/[{self._command_name.upper()}] /"],
                    stdin=self.proc.stdout,
                    stdout=f,
                )
            self._tee_proc = None

    def _terminate_process_group(self, timeout: float = 5.0):
        """Terminate the entire process group/session started for the child.

        This catches cases where the launcher shell exits and its children are reparented,
        leaving no parent PID to traverse, but they remain in the same process group.
        """
        if self._pgid is None:
            return
        try:
            self._logger.info("Terminating process group: %s", self._pgid)
            os.killpg(self._pgid, signal.SIGTERM)
        except ProcessLookupError:
            return
        except Exception as e:
            self._logger.warning(
                "Error sending SIGTERM to process group %s: %s", self._pgid, e
            )
            return

        # Give processes a brief moment to exit gracefully
        time.sleep(timeout)

        # Force kill if anything remains
        try:
            os.killpg(self._pgid, signal.SIGKILL)
        except ProcessLookupError:
            pass
        except Exception as e:
            self._logger.warning(
                "Error sending SIGKILL to process group %s: %s", self._pgid, e
            )

    def _remove_directory(self, path: str) -> None:
        """Remove a directory."""
        try:
            shutil.rmtree(path, ignore_errors=True)
        except (OSError, IOError) as e:
            self._logger.warning("Warning: Failed to remove directory %s: %s", path, e)

    def _log_tail_on_error(self, lines=20):
        """Print the last few lines of the log file when process dies."""
        if self._log_path and os.path.exists(self._log_path):
            try:
                with open(self._log_path, "r") as f:
                    log_lines = f.readlines()
                    if log_lines:
                        self._logger.error(
                            "=== Last %d lines from %s ===",
                            min(lines, len(log_lines)),
                            self._log_path,
                        )
                        for line in log_lines[-lines:]:
                            self._logger.error(line.rstrip())
                        self._logger.error("=== End of log tail ===")
            except Exception as e:
                self._logger.warning("Could not read log file: %s", e)

    def _check_process_alive(self, context=""):
        """Check if the main process is still alive. Raises RuntimeError if dead."""
        if self.proc and self.proc.poll() is not None:
            returncode = self.proc.returncode
            self._logger.error(
                "Main server process died with exit code %d%s",
                returncode,
                f" {context}" if context else "",
            )
            # Try to get last few lines from log for debugging
            self._log_tail_on_error()
            raise RuntimeError(
                f"Main server process exited with code {returncode}{f' {context}' if context else ''}"
            )

    def _check_ports(self, timeout):
        elapsed = 0.0
        for port in self.health_check_ports:
            elapsed += self._check_port(port, timeout - elapsed)
        return elapsed

    def _check_port(self, port, timeout=30, sleep=0.1):
        """Check if a port is open on localhost."""
        start_time = time.time()
        self._logger.info("Checking Port: %s", port)
        elapsed = 0.0
        while elapsed < timeout:
            # Check if the main process is still alive
            self._check_process_alive(f"while waiting for port {port}")

            with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
                if s.connect_ex(("localhost", port)) == 0:
                    self._logger.info("SUCCESS: Check Port: %s", port)
                    return time.time() - start_time
            time.sleep(sleep)
            elapsed = time.time() - start_time
        self._logger.error("FAILED: Check Port: %s", port)
        raise RuntimeError("FAILED: Check Port: %s" % port)

    def _check_urls(self, timeout):
        elapsed = 0.0
        for url in self.health_check_urls:
            elapsed += self._check_url(url, timeout - elapsed)
        return elapsed

    def _check_url(self, url, timeout=30, sleep=1, log_interval=20):
        if isinstance(url, tuple):
            response_check = url[1]
            url = url[0]
        else:
            response_check = None
        start_time = time.time()
        self._logger.info("Checking URL %s", url)
        elapsed = 0.0
        attempt = 0
        last_log_time = 0.0

        while elapsed < timeout:
            self._check_process_alive("while waiting for health check")

            attempt += 1
            check_failed = False
            failure_reason = None

            try:
                response = requests.get(url, timeout=timeout - elapsed)
                if response.status_code == 200:
                    if response_check is None or response_check(response):
                        # Try to format JSON response nicely, otherwise show raw text
                        try:
                            response_data = response.json()
                            response_str = json.dumps(response_data, indent=2)
                            self._logger.info(
                                "SUCCESS: Check URL: %s (attempt=%d, elapsed=%.1fs)\nResponse:\n%s",
                                url,
                                attempt,
                                elapsed,
                                response_str,
                            )
                        except (json.JSONDecodeError, Exception):
                            # If not JSON or any error, show raw text (truncated if too long)
                            response_text = response.text
                            if len(response_text) > 500:
                                response_text = response_text[:500] + "... (truncated)"
                            self._logger.info(
                                "SUCCESS: Check URL: %s (attempt=%d, elapsed=%.1fs)\nResponse: %s",
                                url,
                                attempt,
                                elapsed,
                                response_text,
                            )
                        return time.time() - start_time
                    else:
                        check_failed = True
                        failure_reason = "custom check failed"
                else:
                    check_failed = True
                    failure_reason = f"status code {response.status_code}"
            except requests.RequestException as e:
                check_failed = True
                failure_reason = f"request exception: {e}"

            # Log progress every log_interval seconds for any failure
            if check_failed and elapsed - last_log_time >= log_interval:
                self._logger.info(
                    "Still waiting for URL %s (%s) (attempt=%d, elapsed=%.1fs)",
                    url,
                    failure_reason,
                    attempt,
                    elapsed,
                )
                last_log_time = elapsed

            time.sleep(sleep)
            elapsed = time.time() - start_time

        self._logger.error(
            "TIMEOUT: Check URL: %s failed after %.1fs (attempts=%d, timeout=%.1fs)",
            url,
            elapsed,
            attempt,
            timeout,
        )
        raise RuntimeError(
            "TIMEOUT: Check URL: %s failed after %.1fs (timeout=%.1fs)"
            % (url, elapsed, timeout)
        )

    def _check_funcs(self, timeout):
        elapsed = 0.0
        for func in self.health_check_funcs:
            elapsed += self._check_func(func, timeout - elapsed)
        return elapsed

    def _check_func(self, func, timeout=30, sleep=1, log_interval=20):
        start_time = time.time()
        func_name = getattr(func, "__name__", str(func))
        self._logger.info("Running custom health check '%s'", func_name)
        elapsed = 0.0
        attempt = 0
        last_log_time = 0.0

        while elapsed < timeout:
            self._check_process_alive("while waiting for health check")

            attempt += 1
            check_failed = False
            failure_reason = None

            try:
                # Prefer functions that accept remaining timeout; fall back to no-arg call
                try:
                    result = func(timeout - elapsed)
                except TypeError:
                    result = func()

                if bool(result):
                    self._logger.info(
                        "SUCCESS: Custom health check '%s' passed (attempt=%d, elapsed=%.1fs)",
                        func_name,
                        attempt,
                        elapsed,
                    )
                    return time.time() - start_time
                else:
                    check_failed = True
                    failure_reason = "returned False"
            except Exception as e:
                check_failed = True
                failure_reason = f"exception: {e}"

            if check_failed and elapsed - last_log_time >= log_interval:
                self._logger.info(
                    "Still waiting on custom health check '%s' (%s) (attempt=%d, elapsed=%.1fs)",
                    func_name,
                    failure_reason,
                    attempt,
                    elapsed,
                )
                last_log_time = elapsed

            time.sleep(sleep)
            elapsed = time.time() - start_time

        self._logger.error(
            "FAILED: Custom health check '%s' (attempts=%d, elapsed=%.1fs)",
            func_name,
            attempt,
            elapsed,
        )
        raise RuntimeError("FAILED: Custom health check")

    def _terminate_existing(self):
        if self.terminate_existing:
            for proc in psutil.process_iter(["name", "cmdline"]):
                try:
                    if (
                        proc.name() == self._command_name
                        or proc.name() in self.stragglers
                    ):
                        self._logger.info(
                            "Terminating Existing %s %s", proc.name(), proc.pid
                        )

                        terminate_process_tree(proc.pid, self._logger)
                    for cmdline in self.straggler_commands:
                        if cmdline in " ".join(proc.cmdline()):
                            self._logger.info(
                                "Terminating Existing CmdLine %s %s %s",
                                proc.name(),
                                proc.pid,
                                proc.cmdline(),
                            )
                            terminate_process_tree(proc.pid, self._logger)
                except (
                    psutil.NoSuchProcess,
                    psutil.AccessDenied,
                    psutil.ZombieProcess,
                ):
                    # Process may have terminated or become inaccessible during iteration
                    pass

    def is_running(self) -> bool:
        """Check if the process is still running"""
        return (
            hasattr(self, "proc") and self.proc is not None and self.proc.poll() is None
        )

    def subprocesses(self) -> list[psutil.Process]:
        """Find child processes of the current process."""
        if (
            not hasattr(self, "proc")
            or self.proc is None
            or self.proc.poll() is not None
        ):
            return []

        try:
            parent = psutil.Process(self.proc.pid)
            return parent.children(recursive=True)
        except psutil.NoSuchProcess:
            return []


class DynamoFrontendProcess(ManagedProcess):
    """Process manager for Dynamo frontend"""

    _logger = logging.getLogger()

    def __init__(self, request):
        command = ["python", "-m", "dynamo.frontend", "--router-mode", "round-robin"]

        # Unset DYN_SYSTEM_PORT - frontend doesn't use system metrics server
        env = os.environ.copy()
        env.pop("DYN_SYSTEM_PORT", None)

        log_dir = f"{request.node.name}_frontend"

        # Clean up any existing log directory from previous runs
        try:
            shutil.rmtree(log_dir)
            self._logger.info(f"Cleaned up existing log directory: {log_dir}")
        except FileNotFoundError:
            # Directory doesn't exist, which is fine
            pass

        super().__init__(
            command=command,
            env=env,
            display_output=True,
            terminate_existing=True,
            log_dir=log_dir,
        )

    def get_pid(self) -> int | None:
        """Get the PID of the worker process"""
        return self.proc.pid if self.proc else None


def main():
    with ManagedProcess(
        command=[
            "dynamo",
            "run",
            "in=http",
            "out=vllm",
            "deepseek-ai/DeepSeek-R1-Distill-Llama-8B",
        ],
        display_output=True,
        terminate_existing=True,
        health_check_ports=[8000],
        health_check_urls=["http://localhost:8000/v1/models"],
        timeout=10,
    ):
        time.sleep(60)
        pass


if __name__ == "__main__":
    main()