GNXSOFT.COM
This commit is contained in:
Iliyan Angelov
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"""Monitoring Event Receiver+Dispatcher.
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Events is a stream of messages sent for certain actions occurring
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in the worker (and clients if :setting:`task_send_sent_event`
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is enabled), used for monitoring purposes.
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"""
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from .dispatcher import EventDispatcher
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from .event import Event, event_exchange, get_exchange, group_from
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from .receiver import EventReceiver
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__all__ = (
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'Event', 'EventDispatcher', 'EventReceiver',
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'event_exchange', 'get_exchange', 'group_from',
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)
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"""Graphical monitor of Celery events using curses."""
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import curses
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import sys
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import threading
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from datetime import datetime
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from itertools import count
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from math import ceil
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from textwrap import wrap
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from time import time
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from celery import VERSION_BANNER, states
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from celery.app import app_or_default
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from celery.utils.text import abbr, abbrtask
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__all__ = ('CursesMonitor', 'evtop')
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BORDER_SPACING = 4
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LEFT_BORDER_OFFSET = 3
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UUID_WIDTH = 36
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STATE_WIDTH = 8
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TIMESTAMP_WIDTH = 8
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MIN_WORKER_WIDTH = 15
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MIN_TASK_WIDTH = 16
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# this module is considered experimental
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# we don't care about coverage.
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STATUS_SCREEN = """\
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events: {s.event_count} tasks:{s.task_count} workers:{w_alive}/{w_all}
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"""
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class CursesMonitor: # pragma: no cover
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"""A curses based Celery task monitor."""
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keymap = {}
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win = None
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screen_delay = 10
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selected_task = None
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selected_position = 0
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selected_str = 'Selected: '
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foreground = curses.COLOR_BLACK
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background = curses.COLOR_WHITE
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online_str = 'Workers online: '
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help_title = 'Keys: '
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help = ('j:down k:up i:info t:traceback r:result c:revoke ^c: quit')
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greet = f'celery events {VERSION_BANNER}'
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info_str = 'Info: '
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def __init__(self, state, app, keymap=None):
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self.app = app
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self.keymap = keymap or self.keymap
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self.state = state
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default_keymap = {
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'J': self.move_selection_down,
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'K': self.move_selection_up,
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'C': self.revoke_selection,
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'T': self.selection_traceback,
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'R': self.selection_result,
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'I': self.selection_info,
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'L': self.selection_rate_limit,
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}
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self.keymap = dict(default_keymap, **self.keymap)
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self.lock = threading.RLock()
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def format_row(self, uuid, task, worker, timestamp, state):
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mx = self.display_width
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# include spacing
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detail_width = mx - 1 - STATE_WIDTH - 1 - TIMESTAMP_WIDTH
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uuid_space = detail_width - 1 - MIN_TASK_WIDTH - 1 - MIN_WORKER_WIDTH
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if uuid_space < UUID_WIDTH:
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uuid_width = uuid_space
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else:
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uuid_width = UUID_WIDTH
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detail_width = detail_width - uuid_width - 1
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task_width = int(ceil(detail_width / 2.0))
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worker_width = detail_width - task_width - 1
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uuid = abbr(uuid, uuid_width).ljust(uuid_width)
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worker = abbr(worker, worker_width).ljust(worker_width)
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task = abbrtask(task, task_width).ljust(task_width)
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state = abbr(state, STATE_WIDTH).ljust(STATE_WIDTH)
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timestamp = timestamp.ljust(TIMESTAMP_WIDTH)
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row = f'{uuid} {worker} {task} {timestamp} {state} '
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if self.screen_width is None:
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self.screen_width = len(row[:mx])
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return row[:mx]
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@property
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def screen_width(self):
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_, mx = self.win.getmaxyx()
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return mx
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@property
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def screen_height(self):
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my, _ = self.win.getmaxyx()
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return my
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@property
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def display_width(self):
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_, mx = self.win.getmaxyx()
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return mx - BORDER_SPACING
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@property
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def display_height(self):
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my, _ = self.win.getmaxyx()
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return my - 10
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@property
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def limit(self):
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return self.display_height
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def find_position(self):
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if not self.tasks:
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return 0
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for i, e in enumerate(self.tasks):
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if self.selected_task == e[0]:
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return i
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return 0
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def move_selection_up(self):
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self.move_selection(-1)
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def move_selection_down(self):
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self.move_selection(1)
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def move_selection(self, direction=1):
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if not self.tasks:
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return
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pos = self.find_position()
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try:
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self.selected_task = self.tasks[pos + direction][0]
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except IndexError:
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self.selected_task = self.tasks[0][0]
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keyalias = {curses.KEY_DOWN: 'J',
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curses.KEY_UP: 'K',
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curses.KEY_ENTER: 'I'}
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def handle_keypress(self):
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try:
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key = self.win.getkey().upper()
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except Exception: # pylint: disable=broad-except
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return
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key = self.keyalias.get(key) or key
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handler = self.keymap.get(key)
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if handler is not None:
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handler()
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def alert(self, callback, title=None):
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self.win.erase()
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my, mx = self.win.getmaxyx()
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y = blank_line = count(2)
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if title:
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self.win.addstr(next(y), 3, title,
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curses.A_BOLD | curses.A_UNDERLINE)
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next(blank_line)
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callback(my, mx, next(y))
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self.win.addstr(my - 1, 0, 'Press any key to continue...',
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curses.A_BOLD)
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self.win.refresh()
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while 1:
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try:
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return self.win.getkey().upper()
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except Exception: # pylint: disable=broad-except
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pass
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def selection_rate_limit(self):
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if not self.selected_task:
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return curses.beep()
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task = self.state.tasks[self.selected_task]
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if not task.name:
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return curses.beep()
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my, mx = self.win.getmaxyx()
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r = 'New rate limit: '
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self.win.addstr(my - 2, 3, r, curses.A_BOLD | curses.A_UNDERLINE)
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self.win.addstr(my - 2, len(r) + 3, ' ' * (mx - len(r)))
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rlimit = self.readline(my - 2, 3 + len(r))
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if rlimit:
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reply = self.app.control.rate_limit(task.name,
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rlimit.strip(), reply=True)
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self.alert_remote_control_reply(reply)
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def alert_remote_control_reply(self, reply):
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def callback(my, mx, xs):
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y = count(xs)
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if not reply:
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self.win.addstr(
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next(y), 3, 'No replies received in 1s deadline.',
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curses.A_BOLD + curses.color_pair(2),
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)
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return
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for subreply in reply:
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curline = next(y)
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host, response = next(subreply.items())
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host = f'{host}: '
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self.win.addstr(curline, 3, host, curses.A_BOLD)
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attr = curses.A_NORMAL
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text = ''
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if 'error' in response:
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text = response['error']
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attr |= curses.color_pair(2)
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elif 'ok' in response:
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text = response['ok']
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attr |= curses.color_pair(3)
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self.win.addstr(curline, 3 + len(host), text, attr)
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return self.alert(callback, 'Remote Control Command Replies')
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def readline(self, x, y):
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buffer = ''
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curses.echo()
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try:
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i = 0
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while 1:
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ch = self.win.getch(x, y + i)
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if ch != -1:
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if ch in (10, curses.KEY_ENTER): # enter
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break
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if ch in (27,):
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buffer = ''
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break
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buffer += chr(ch)
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i += 1
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finally:
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curses.noecho()
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return buffer
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def revoke_selection(self):
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if not self.selected_task:
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return curses.beep()
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reply = self.app.control.revoke(self.selected_task, reply=True)
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self.alert_remote_control_reply(reply)
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def selection_info(self):
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if not self.selected_task:
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return
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def alert_callback(mx, my, xs):
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my, mx = self.win.getmaxyx()
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y = count(xs)
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task = self.state.tasks[self.selected_task]
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info = task.info(extra=['state'])
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infoitems = [
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('args', info.pop('args', None)),
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('kwargs', info.pop('kwargs', None))
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] + list(info.items())
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for key, value in infoitems:
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if key is None:
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continue
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value = str(value)
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curline = next(y)
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keys = key + ': '
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self.win.addstr(curline, 3, keys, curses.A_BOLD)
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wrapped = wrap(value, mx - 2)
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if len(wrapped) == 1:
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self.win.addstr(
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curline, len(keys) + 3,
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abbr(wrapped[0],
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self.screen_width - (len(keys) + 3)))
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else:
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for subline in wrapped:
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nexty = next(y)
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if nexty >= my - 1:
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subline = ' ' * 4 + '[...]'
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self.win.addstr(
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nexty, 3,
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abbr(' ' * 4 + subline, self.screen_width - 4),
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curses.A_NORMAL,
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)
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return self.alert(
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alert_callback, f'Task details for {self.selected_task}',
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)
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def selection_traceback(self):
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if not self.selected_task:
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return curses.beep()
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task = self.state.tasks[self.selected_task]
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if task.state not in states.EXCEPTION_STATES:
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return curses.beep()
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def alert_callback(my, mx, xs):
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y = count(xs)
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for line in task.traceback.split('\n'):
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self.win.addstr(next(y), 3, line)
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return self.alert(
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alert_callback,
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f'Task Exception Traceback for {self.selected_task}',
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)
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def selection_result(self):
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if not self.selected_task:
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return
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def alert_callback(my, mx, xs):
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y = count(xs)
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task = self.state.tasks[self.selected_task]
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result = (getattr(task, 'result', None) or
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getattr(task, 'exception', None))
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for line in wrap(result or '', mx - 2):
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self.win.addstr(next(y), 3, line)
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return self.alert(
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alert_callback,
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f'Task Result for {self.selected_task}',
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)
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def display_task_row(self, lineno, task):
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state_color = self.state_colors.get(task.state)
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attr = curses.A_NORMAL
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if task.uuid == self.selected_task:
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attr = curses.A_STANDOUT
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timestamp = datetime.utcfromtimestamp(
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task.timestamp or time(),
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)
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timef = timestamp.strftime('%H:%M:%S')
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hostname = task.worker.hostname if task.worker else '*NONE*'
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line = self.format_row(task.uuid, task.name,
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hostname,
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timef, task.state)
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self.win.addstr(lineno, LEFT_BORDER_OFFSET, line, attr)
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if state_color:
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self.win.addstr(lineno,
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len(line) - STATE_WIDTH + BORDER_SPACING - 1,
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task.state, state_color | attr)
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def draw(self):
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with self.lock:
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win = self.win
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self.handle_keypress()
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x = LEFT_BORDER_OFFSET
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y = blank_line = count(2)
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my, _ = win.getmaxyx()
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win.erase()
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win.bkgd(' ', curses.color_pair(1))
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win.border()
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win.addstr(1, x, self.greet, curses.A_DIM | curses.color_pair(5))
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next(blank_line)
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win.addstr(next(y), x, self.format_row('UUID', 'TASK',
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'WORKER', 'TIME', 'STATE'),
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curses.A_BOLD | curses.A_UNDERLINE)
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tasks = self.tasks
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if tasks:
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for row, (_, task) in enumerate(tasks):
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if row > self.display_height:
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break
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if task.uuid:
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lineno = next(y)
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self.display_task_row(lineno, task)
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# -- Footer
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next(blank_line)
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win.hline(my - 6, x, curses.ACS_HLINE, self.screen_width - 4)
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# Selected Task Info
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if self.selected_task:
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win.addstr(my - 5, x, self.selected_str, curses.A_BOLD)
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info = 'Missing extended info'
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detail = ''
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try:
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selection = self.state.tasks[self.selected_task]
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except KeyError:
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pass
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else:
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info = selection.info()
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if 'runtime' in info:
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info['runtime'] = '{:.2f}'.format(info['runtime'])
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if 'result' in info:
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info['result'] = abbr(info['result'], 16)
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info = ' '.join(
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f'{key}={value}'
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for key, value in info.items()
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)
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detail = '... -> key i'
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infowin = abbr(info,
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self.screen_width - len(self.selected_str) - 2,
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detail)
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win.addstr(my - 5, x + len(self.selected_str), infowin)
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# Make ellipsis bold
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if detail in infowin:
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detailpos = len(infowin) - len(detail)
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win.addstr(my - 5, x + len(self.selected_str) + detailpos,
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detail, curses.A_BOLD)
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else:
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win.addstr(my - 5, x, 'No task selected', curses.A_NORMAL)
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# Workers
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if self.workers:
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win.addstr(my - 4, x, self.online_str, curses.A_BOLD)
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win.addstr(my - 4, x + len(self.online_str),
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', '.join(sorted(self.workers)), curses.A_NORMAL)
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else:
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win.addstr(my - 4, x, 'No workers discovered.')
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# Info
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win.addstr(my - 3, x, self.info_str, curses.A_BOLD)
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win.addstr(
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my - 3, x + len(self.info_str),
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STATUS_SCREEN.format(
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s=self.state,
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w_alive=len([w for w in self.state.workers.values()
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if w.alive]),
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w_all=len(self.state.workers),
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),
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curses.A_DIM,
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)
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# Help
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self.safe_add_str(my - 2, x, self.help_title, curses.A_BOLD)
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self.safe_add_str(my - 2, x + len(self.help_title), self.help,
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curses.A_DIM)
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win.refresh()
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def safe_add_str(self, y, x, string, *args, **kwargs):
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if x + len(string) > self.screen_width:
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string = string[:self.screen_width - x]
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self.win.addstr(y, x, string, *args, **kwargs)
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def init_screen(self):
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with self.lock:
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self.win = curses.initscr()
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self.win.nodelay(True)
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self.win.keypad(True)
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curses.start_color()
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curses.init_pair(1, self.foreground, self.background)
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# exception states
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||||
curses.init_pair(2, curses.COLOR_RED, self.background)
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# successful state
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curses.init_pair(3, curses.COLOR_GREEN, self.background)
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# revoked state
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||||
curses.init_pair(4, curses.COLOR_MAGENTA, self.background)
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||||
# greeting
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||||
curses.init_pair(5, curses.COLOR_BLUE, self.background)
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||||
# started state
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||||
curses.init_pair(6, curses.COLOR_YELLOW, self.foreground)
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||||
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||||
self.state_colors = {states.SUCCESS: curses.color_pair(3),
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||||
states.REVOKED: curses.color_pair(4),
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||||
states.STARTED: curses.color_pair(6)}
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||||
for state in states.EXCEPTION_STATES:
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||||
self.state_colors[state] = curses.color_pair(2)
|
||||
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||||
curses.cbreak()
|
||||
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||||
def resetscreen(self):
|
||||
with self.lock:
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||||
curses.nocbreak()
|
||||
self.win.keypad(False)
|
||||
curses.echo()
|
||||
curses.endwin()
|
||||
|
||||
def nap(self):
|
||||
curses.napms(self.screen_delay)
|
||||
|
||||
@property
|
||||
def tasks(self):
|
||||
return list(self.state.tasks_by_time(limit=self.limit))
|
||||
|
||||
@property
|
||||
def workers(self):
|
||||
return [hostname for hostname, w in self.state.workers.items()
|
||||
if w.alive]
|
||||
|
||||
|
||||
class DisplayThread(threading.Thread): # pragma: no cover
|
||||
|
||||
def __init__(self, display):
|
||||
self.display = display
|
||||
self.shutdown = False
|
||||
super().__init__()
|
||||
|
||||
def run(self):
|
||||
while not self.shutdown:
|
||||
self.display.draw()
|
||||
self.display.nap()
|
||||
|
||||
|
||||
def capture_events(app, state, display): # pragma: no cover
|
||||
|
||||
def on_connection_error(exc, interval):
|
||||
print('Connection Error: {!r}. Retry in {}s.'.format(
|
||||
exc, interval), file=sys.stderr)
|
||||
|
||||
while 1:
|
||||
print('-> evtop: starting capture...', file=sys.stderr)
|
||||
with app.connection_for_read() as conn:
|
||||
try:
|
||||
conn.ensure_connection(on_connection_error,
|
||||
app.conf.broker_connection_max_retries)
|
||||
recv = app.events.Receiver(conn, handlers={'*': state.event})
|
||||
display.resetscreen()
|
||||
display.init_screen()
|
||||
recv.capture()
|
||||
except conn.connection_errors + conn.channel_errors as exc:
|
||||
print(f'Connection lost: {exc!r}', file=sys.stderr)
|
||||
|
||||
|
||||
def evtop(app=None): # pragma: no cover
|
||||
"""Start curses monitor."""
|
||||
app = app_or_default(app)
|
||||
state = app.events.State()
|
||||
display = CursesMonitor(state, app)
|
||||
display.init_screen()
|
||||
refresher = DisplayThread(display)
|
||||
refresher.start()
|
||||
try:
|
||||
capture_events(app, state, display)
|
||||
except Exception:
|
||||
refresher.shutdown = True
|
||||
refresher.join()
|
||||
display.resetscreen()
|
||||
raise
|
||||
except (KeyboardInterrupt, SystemExit):
|
||||
refresher.shutdown = True
|
||||
refresher.join()
|
||||
display.resetscreen()
|
||||
|
||||
|
||||
if __name__ == '__main__': # pragma: no cover
|
||||
evtop()
|
||||
@@ -0,0 +1,229 @@
|
||||
"""Event dispatcher sends events."""
|
||||
|
||||
import os
|
||||
import threading
|
||||
import time
|
||||
from collections import defaultdict, deque
|
||||
|
||||
from kombu import Producer
|
||||
|
||||
from celery.app import app_or_default
|
||||
from celery.utils.nodenames import anon_nodename
|
||||
from celery.utils.time import utcoffset
|
||||
|
||||
from .event import Event, get_exchange, group_from
|
||||
|
||||
__all__ = ('EventDispatcher',)
|
||||
|
||||
|
||||
class EventDispatcher:
|
||||
"""Dispatches event messages.
|
||||
|
||||
Arguments:
|
||||
connection (kombu.Connection): Connection to the broker.
|
||||
|
||||
hostname (str): Hostname to identify ourselves as,
|
||||
by default uses the hostname returned by
|
||||
:func:`~celery.utils.anon_nodename`.
|
||||
|
||||
groups (Sequence[str]): List of groups to send events for.
|
||||
:meth:`send` will ignore send requests to groups not in this list.
|
||||
If this is :const:`None`, all events will be sent.
|
||||
Example groups include ``"task"`` and ``"worker"``.
|
||||
|
||||
enabled (bool): Set to :const:`False` to not actually publish any
|
||||
events, making :meth:`send` a no-op.
|
||||
|
||||
channel (kombu.Channel): Can be used instead of `connection` to specify
|
||||
an exact channel to use when sending events.
|
||||
|
||||
buffer_while_offline (bool): If enabled events will be buffered
|
||||
while the connection is down. :meth:`flush` must be called
|
||||
as soon as the connection is re-established.
|
||||
|
||||
Note:
|
||||
You need to :meth:`close` this after use.
|
||||
"""
|
||||
|
||||
DISABLED_TRANSPORTS = {'sql'}
|
||||
|
||||
app = None
|
||||
|
||||
# set of callbacks to be called when :meth:`enabled`.
|
||||
on_enabled = None
|
||||
|
||||
# set of callbacks to be called when :meth:`disabled`.
|
||||
on_disabled = None
|
||||
|
||||
def __init__(self, connection=None, hostname=None, enabled=True,
|
||||
channel=None, buffer_while_offline=True, app=None,
|
||||
serializer=None, groups=None, delivery_mode=1,
|
||||
buffer_group=None, buffer_limit=24, on_send_buffered=None):
|
||||
self.app = app_or_default(app or self.app)
|
||||
self.connection = connection
|
||||
self.channel = channel
|
||||
self.hostname = hostname or anon_nodename()
|
||||
self.buffer_while_offline = buffer_while_offline
|
||||
self.buffer_group = buffer_group or frozenset()
|
||||
self.buffer_limit = buffer_limit
|
||||
self.on_send_buffered = on_send_buffered
|
||||
self._group_buffer = defaultdict(list)
|
||||
self.mutex = threading.Lock()
|
||||
self.producer = None
|
||||
self._outbound_buffer = deque()
|
||||
self.serializer = serializer or self.app.conf.event_serializer
|
||||
self.on_enabled = set()
|
||||
self.on_disabled = set()
|
||||
self.groups = set(groups or [])
|
||||
self.tzoffset = [-time.timezone, -time.altzone]
|
||||
self.clock = self.app.clock
|
||||
self.delivery_mode = delivery_mode
|
||||
if not connection and channel:
|
||||
self.connection = channel.connection.client
|
||||
self.enabled = enabled
|
||||
conninfo = self.connection or self.app.connection_for_write()
|
||||
self.exchange = get_exchange(conninfo,
|
||||
name=self.app.conf.event_exchange)
|
||||
if conninfo.transport.driver_type in self.DISABLED_TRANSPORTS:
|
||||
self.enabled = False
|
||||
if self.enabled:
|
||||
self.enable()
|
||||
self.headers = {'hostname': self.hostname}
|
||||
self.pid = os.getpid()
|
||||
|
||||
def __enter__(self):
|
||||
return self
|
||||
|
||||
def __exit__(self, *exc_info):
|
||||
self.close()
|
||||
|
||||
def enable(self):
|
||||
self.producer = Producer(self.channel or self.connection,
|
||||
exchange=self.exchange,
|
||||
serializer=self.serializer,
|
||||
auto_declare=False)
|
||||
self.enabled = True
|
||||
for callback in self.on_enabled:
|
||||
callback()
|
||||
|
||||
def disable(self):
|
||||
if self.enabled:
|
||||
self.enabled = False
|
||||
self.close()
|
||||
for callback in self.on_disabled:
|
||||
callback()
|
||||
|
||||
def publish(self, type, fields, producer,
|
||||
blind=False, Event=Event, **kwargs):
|
||||
"""Publish event using custom :class:`~kombu.Producer`.
|
||||
|
||||
Arguments:
|
||||
type (str): Event type name, with group separated by dash (`-`).
|
||||
fields: Dictionary of event fields, must be json serializable.
|
||||
producer (kombu.Producer): Producer instance to use:
|
||||
only the ``publish`` method will be called.
|
||||
retry (bool): Retry in the event of connection failure.
|
||||
retry_policy (Mapping): Map of custom retry policy options.
|
||||
See :meth:`~kombu.Connection.ensure`.
|
||||
blind (bool): Don't set logical clock value (also don't forward
|
||||
the internal logical clock).
|
||||
Event (Callable): Event type used to create event.
|
||||
Defaults to :func:`Event`.
|
||||
utcoffset (Callable): Function returning the current
|
||||
utc offset in hours.
|
||||
"""
|
||||
clock = None if blind else self.clock.forward()
|
||||
event = Event(type, hostname=self.hostname, utcoffset=utcoffset(),
|
||||
pid=self.pid, clock=clock, **fields)
|
||||
with self.mutex:
|
||||
return self._publish(event, producer,
|
||||
routing_key=type.replace('-', '.'), **kwargs)
|
||||
|
||||
def _publish(self, event, producer, routing_key, retry=False,
|
||||
retry_policy=None, utcoffset=utcoffset):
|
||||
exchange = self.exchange
|
||||
try:
|
||||
producer.publish(
|
||||
event,
|
||||
routing_key=routing_key,
|
||||
exchange=exchange.name,
|
||||
retry=retry,
|
||||
retry_policy=retry_policy,
|
||||
declare=[exchange],
|
||||
serializer=self.serializer,
|
||||
headers=self.headers,
|
||||
delivery_mode=self.delivery_mode,
|
||||
)
|
||||
except Exception as exc: # pylint: disable=broad-except
|
||||
if not self.buffer_while_offline:
|
||||
raise
|
||||
self._outbound_buffer.append((event, routing_key, exc))
|
||||
|
||||
def send(self, type, blind=False, utcoffset=utcoffset, retry=False,
|
||||
retry_policy=None, Event=Event, **fields):
|
||||
"""Send event.
|
||||
|
||||
Arguments:
|
||||
type (str): Event type name, with group separated by dash (`-`).
|
||||
retry (bool): Retry in the event of connection failure.
|
||||
retry_policy (Mapping): Map of custom retry policy options.
|
||||
See :meth:`~kombu.Connection.ensure`.
|
||||
blind (bool): Don't set logical clock value (also don't forward
|
||||
the internal logical clock).
|
||||
Event (Callable): Event type used to create event,
|
||||
defaults to :func:`Event`.
|
||||
utcoffset (Callable): unction returning the current utc offset
|
||||
in hours.
|
||||
**fields (Any): Event fields -- must be json serializable.
|
||||
"""
|
||||
if self.enabled:
|
||||
groups, group = self.groups, group_from(type)
|
||||
if groups and group not in groups:
|
||||
return
|
||||
if group in self.buffer_group:
|
||||
clock = self.clock.forward()
|
||||
event = Event(type, hostname=self.hostname,
|
||||
utcoffset=utcoffset(),
|
||||
pid=self.pid, clock=clock, **fields)
|
||||
buf = self._group_buffer[group]
|
||||
buf.append(event)
|
||||
if len(buf) >= self.buffer_limit:
|
||||
self.flush()
|
||||
elif self.on_send_buffered:
|
||||
self.on_send_buffered()
|
||||
else:
|
||||
return self.publish(type, fields, self.producer, blind=blind,
|
||||
Event=Event, retry=retry,
|
||||
retry_policy=retry_policy)
|
||||
|
||||
def flush(self, errors=True, groups=True):
|
||||
"""Flush the outbound buffer."""
|
||||
if errors:
|
||||
buf = list(self._outbound_buffer)
|
||||
try:
|
||||
with self.mutex:
|
||||
for event, routing_key, _ in buf:
|
||||
self._publish(event, self.producer, routing_key)
|
||||
finally:
|
||||
self._outbound_buffer.clear()
|
||||
if groups:
|
||||
with self.mutex:
|
||||
for group, events in self._group_buffer.items():
|
||||
self._publish(events, self.producer, '%s.multi' % group)
|
||||
events[:] = [] # list.clear
|
||||
|
||||
def extend_buffer(self, other):
|
||||
"""Copy the outbound buffer of another instance."""
|
||||
self._outbound_buffer.extend(other._outbound_buffer)
|
||||
|
||||
def close(self):
|
||||
"""Close the event dispatcher."""
|
||||
self.mutex.locked() and self.mutex.release()
|
||||
self.producer = None
|
||||
|
||||
def _get_publisher(self):
|
||||
return self.producer
|
||||
|
||||
def _set_publisher(self, producer):
|
||||
self.producer = producer
|
||||
publisher = property(_get_publisher, _set_publisher) # XXX compat
|
||||
@@ -0,0 +1,103 @@
|
||||
"""Utility to dump events to screen.
|
||||
|
||||
This is a simple program that dumps events to the console
|
||||
as they happen. Think of it like a `tcpdump` for Celery events.
|
||||
"""
|
||||
import sys
|
||||
from datetime import datetime
|
||||
|
||||
from celery.app import app_or_default
|
||||
from celery.utils.functional import LRUCache
|
||||
from celery.utils.time import humanize_seconds
|
||||
|
||||
__all__ = ('Dumper', 'evdump')
|
||||
|
||||
TASK_NAMES = LRUCache(limit=0xFFF)
|
||||
|
||||
HUMAN_TYPES = {
|
||||
'worker-offline': 'shutdown',
|
||||
'worker-online': 'started',
|
||||
'worker-heartbeat': 'heartbeat',
|
||||
}
|
||||
|
||||
CONNECTION_ERROR = """\
|
||||
-> Cannot connect to %s: %s.
|
||||
Trying again %s
|
||||
"""
|
||||
|
||||
|
||||
def humanize_type(type):
|
||||
try:
|
||||
return HUMAN_TYPES[type.lower()]
|
||||
except KeyError:
|
||||
return type.lower().replace('-', ' ')
|
||||
|
||||
|
||||
class Dumper:
|
||||
"""Monitor events."""
|
||||
|
||||
def __init__(self, out=sys.stdout):
|
||||
self.out = out
|
||||
|
||||
def say(self, msg):
|
||||
print(msg, file=self.out)
|
||||
# need to flush so that output can be piped.
|
||||
try:
|
||||
self.out.flush()
|
||||
except AttributeError: # pragma: no cover
|
||||
pass
|
||||
|
||||
def on_event(self, ev):
|
||||
timestamp = datetime.utcfromtimestamp(ev.pop('timestamp'))
|
||||
type = ev.pop('type').lower()
|
||||
hostname = ev.pop('hostname')
|
||||
if type.startswith('task-'):
|
||||
uuid = ev.pop('uuid')
|
||||
if type in ('task-received', 'task-sent'):
|
||||
task = TASK_NAMES[uuid] = '{}({}) args={} kwargs={}' \
|
||||
.format(ev.pop('name'), uuid,
|
||||
ev.pop('args'),
|
||||
ev.pop('kwargs'))
|
||||
else:
|
||||
task = TASK_NAMES.get(uuid, '')
|
||||
return self.format_task_event(hostname, timestamp,
|
||||
type, task, ev)
|
||||
fields = ', '.join(
|
||||
f'{key}={ev[key]}' for key in sorted(ev)
|
||||
)
|
||||
sep = fields and ':' or ''
|
||||
self.say(f'{hostname} [{timestamp}] {humanize_type(type)}{sep} {fields}')
|
||||
|
||||
def format_task_event(self, hostname, timestamp, type, task, event):
|
||||
fields = ', '.join(
|
||||
f'{key}={event[key]}' for key in sorted(event)
|
||||
)
|
||||
sep = fields and ':' or ''
|
||||
self.say(f'{hostname} [{timestamp}] {humanize_type(type)}{sep} {task} {fields}')
|
||||
|
||||
|
||||
def evdump(app=None, out=sys.stdout):
|
||||
"""Start event dump."""
|
||||
app = app_or_default(app)
|
||||
dumper = Dumper(out=out)
|
||||
dumper.say('-> evdump: starting capture...')
|
||||
conn = app.connection_for_read().clone()
|
||||
|
||||
def _error_handler(exc, interval):
|
||||
dumper.say(CONNECTION_ERROR % (
|
||||
conn.as_uri(), exc, humanize_seconds(interval, 'in', ' ')
|
||||
))
|
||||
|
||||
while 1:
|
||||
try:
|
||||
conn.ensure_connection(_error_handler)
|
||||
recv = app.events.Receiver(conn, handlers={'*': dumper.on_event})
|
||||
recv.capture()
|
||||
except (KeyboardInterrupt, SystemExit):
|
||||
return conn and conn.close()
|
||||
except conn.connection_errors + conn.channel_errors:
|
||||
dumper.say('-> Connection lost, attempting reconnect')
|
||||
|
||||
|
||||
if __name__ == '__main__': # pragma: no cover
|
||||
evdump()
|
||||
@@ -0,0 +1,63 @@
|
||||
"""Creating events, and event exchange definition."""
|
||||
import time
|
||||
from copy import copy
|
||||
|
||||
from kombu import Exchange
|
||||
|
||||
__all__ = (
|
||||
'Event', 'event_exchange', 'get_exchange', 'group_from',
|
||||
)
|
||||
|
||||
EVENT_EXCHANGE_NAME = 'celeryev'
|
||||
#: Exchange used to send events on.
|
||||
#: Note: Use :func:`get_exchange` instead, as the type of
|
||||
#: exchange will vary depending on the broker connection.
|
||||
event_exchange = Exchange(EVENT_EXCHANGE_NAME, type='topic')
|
||||
|
||||
|
||||
def Event(type, _fields=None, __dict__=dict, __now__=time.time, **fields):
|
||||
"""Create an event.
|
||||
|
||||
Notes:
|
||||
An event is simply a dictionary: the only required field is ``type``.
|
||||
A ``timestamp`` field will be set to the current time if not provided.
|
||||
"""
|
||||
event = __dict__(_fields, **fields) if _fields else fields
|
||||
if 'timestamp' not in event:
|
||||
event.update(timestamp=__now__(), type=type)
|
||||
else:
|
||||
event['type'] = type
|
||||
return event
|
||||
|
||||
|
||||
def group_from(type):
|
||||
"""Get the group part of an event type name.
|
||||
|
||||
Example:
|
||||
>>> group_from('task-sent')
|
||||
'task'
|
||||
|
||||
>>> group_from('custom-my-event')
|
||||
'custom'
|
||||
"""
|
||||
return type.split('-', 1)[0]
|
||||
|
||||
|
||||
def get_exchange(conn, name=EVENT_EXCHANGE_NAME):
|
||||
"""Get exchange used for sending events.
|
||||
|
||||
Arguments:
|
||||
conn (kombu.Connection): Connection used for sending/receiving events.
|
||||
name (str): Name of the exchange. Default is ``celeryev``.
|
||||
|
||||
Note:
|
||||
The event type changes if Redis is used as the transport
|
||||
(from topic -> fanout).
|
||||
"""
|
||||
ex = copy(event_exchange)
|
||||
if conn.transport.driver_type == 'redis':
|
||||
# quick hack for Issue #436
|
||||
ex.type = 'fanout'
|
||||
if name != ex.name:
|
||||
ex.name = name
|
||||
return ex
|
||||
@@ -0,0 +1,135 @@
|
||||
"""Event receiver implementation."""
|
||||
import time
|
||||
from operator import itemgetter
|
||||
|
||||
from kombu import Queue
|
||||
from kombu.connection import maybe_channel
|
||||
from kombu.mixins import ConsumerMixin
|
||||
|
||||
from celery import uuid
|
||||
from celery.app import app_or_default
|
||||
from celery.utils.time import adjust_timestamp
|
||||
|
||||
from .event import get_exchange
|
||||
|
||||
__all__ = ('EventReceiver',)
|
||||
|
||||
CLIENT_CLOCK_SKEW = -1
|
||||
|
||||
_TZGETTER = itemgetter('utcoffset', 'timestamp')
|
||||
|
||||
|
||||
class EventReceiver(ConsumerMixin):
|
||||
"""Capture events.
|
||||
|
||||
Arguments:
|
||||
connection (kombu.Connection): Connection to the broker.
|
||||
handlers (Mapping[Callable]): Event handlers.
|
||||
This is a map of event type names and their handlers.
|
||||
The special handler `"*"` captures all events that don't have a
|
||||
handler.
|
||||
"""
|
||||
|
||||
app = None
|
||||
|
||||
def __init__(self, channel, handlers=None, routing_key='#',
|
||||
node_id=None, app=None, queue_prefix=None,
|
||||
accept=None, queue_ttl=None, queue_expires=None):
|
||||
self.app = app_or_default(app or self.app)
|
||||
self.channel = maybe_channel(channel)
|
||||
self.handlers = {} if handlers is None else handlers
|
||||
self.routing_key = routing_key
|
||||
self.node_id = node_id or uuid()
|
||||
self.queue_prefix = queue_prefix or self.app.conf.event_queue_prefix
|
||||
self.exchange = get_exchange(
|
||||
self.connection or self.app.connection_for_write(),
|
||||
name=self.app.conf.event_exchange)
|
||||
if queue_ttl is None:
|
||||
queue_ttl = self.app.conf.event_queue_ttl
|
||||
if queue_expires is None:
|
||||
queue_expires = self.app.conf.event_queue_expires
|
||||
self.queue = Queue(
|
||||
'.'.join([self.queue_prefix, self.node_id]),
|
||||
exchange=self.exchange,
|
||||
routing_key=self.routing_key,
|
||||
auto_delete=True, durable=False,
|
||||
message_ttl=queue_ttl,
|
||||
expires=queue_expires,
|
||||
)
|
||||
self.clock = self.app.clock
|
||||
self.adjust_clock = self.clock.adjust
|
||||
self.forward_clock = self.clock.forward
|
||||
if accept is None:
|
||||
accept = {self.app.conf.event_serializer, 'json'}
|
||||
self.accept = accept
|
||||
|
||||
def process(self, type, event):
|
||||
"""Process event by dispatching to configured handler."""
|
||||
handler = self.handlers.get(type) or self.handlers.get('*')
|
||||
handler and handler(event)
|
||||
|
||||
def get_consumers(self, Consumer, channel):
|
||||
return [Consumer(queues=[self.queue],
|
||||
callbacks=[self._receive], no_ack=True,
|
||||
accept=self.accept)]
|
||||
|
||||
def on_consume_ready(self, connection, channel, consumers,
|
||||
wakeup=True, **kwargs):
|
||||
if wakeup:
|
||||
self.wakeup_workers(channel=channel)
|
||||
|
||||
def itercapture(self, limit=None, timeout=None, wakeup=True):
|
||||
return self.consume(limit=limit, timeout=timeout, wakeup=wakeup)
|
||||
|
||||
def capture(self, limit=None, timeout=None, wakeup=True):
|
||||
"""Open up a consumer capturing events.
|
||||
|
||||
This has to run in the main process, and it will never stop
|
||||
unless :attr:`EventDispatcher.should_stop` is set to True, or
|
||||
forced via :exc:`KeyboardInterrupt` or :exc:`SystemExit`.
|
||||
"""
|
||||
for _ in self.consume(limit=limit, timeout=timeout, wakeup=wakeup):
|
||||
pass
|
||||
|
||||
def wakeup_workers(self, channel=None):
|
||||
self.app.control.broadcast('heartbeat',
|
||||
connection=self.connection,
|
||||
channel=channel)
|
||||
|
||||
def event_from_message(self, body, localize=True,
|
||||
now=time.time, tzfields=_TZGETTER,
|
||||
adjust_timestamp=adjust_timestamp,
|
||||
CLIENT_CLOCK_SKEW=CLIENT_CLOCK_SKEW):
|
||||
type = body['type']
|
||||
if type == 'task-sent':
|
||||
# clients never sync so cannot use their clock value
|
||||
_c = body['clock'] = (self.clock.value or 1) + CLIENT_CLOCK_SKEW
|
||||
self.adjust_clock(_c)
|
||||
else:
|
||||
try:
|
||||
clock = body['clock']
|
||||
except KeyError:
|
||||
body['clock'] = self.forward_clock()
|
||||
else:
|
||||
self.adjust_clock(clock)
|
||||
|
||||
if localize:
|
||||
try:
|
||||
offset, timestamp = tzfields(body)
|
||||
except KeyError:
|
||||
pass
|
||||
else:
|
||||
body['timestamp'] = adjust_timestamp(timestamp, offset)
|
||||
body['local_received'] = now()
|
||||
return type, body
|
||||
|
||||
def _receive(self, body, message, list=list, isinstance=isinstance):
|
||||
if isinstance(body, list): # celery 4.0+: List of events
|
||||
process, from_message = self.process, self.event_from_message
|
||||
[process(*from_message(event)) for event in body]
|
||||
else:
|
||||
self.process(*self.event_from_message(body))
|
||||
|
||||
@property
|
||||
def connection(self):
|
||||
return self.channel.connection.client if self.channel else None
|
||||
@@ -0,0 +1,111 @@
|
||||
"""Periodically store events in a database.
|
||||
|
||||
Consuming the events as a stream isn't always suitable
|
||||
so this module implements a system to take snapshots of the
|
||||
state of a cluster at regular intervals. There's a full
|
||||
implementation of this writing the snapshots to a database
|
||||
in :mod:`djcelery.snapshots` in the `django-celery` distribution.
|
||||
"""
|
||||
from kombu.utils.limits import TokenBucket
|
||||
|
||||
from celery import platforms
|
||||
from celery.app import app_or_default
|
||||
from celery.utils.dispatch import Signal
|
||||
from celery.utils.imports import instantiate
|
||||
from celery.utils.log import get_logger
|
||||
from celery.utils.time import rate
|
||||
from celery.utils.timer2 import Timer
|
||||
|
||||
__all__ = ('Polaroid', 'evcam')
|
||||
|
||||
logger = get_logger('celery.evcam')
|
||||
|
||||
|
||||
class Polaroid:
|
||||
"""Record event snapshots."""
|
||||
|
||||
timer = None
|
||||
shutter_signal = Signal(name='shutter_signal', providing_args={'state'})
|
||||
cleanup_signal = Signal(name='cleanup_signal')
|
||||
clear_after = False
|
||||
|
||||
_tref = None
|
||||
_ctref = None
|
||||
|
||||
def __init__(self, state, freq=1.0, maxrate=None,
|
||||
cleanup_freq=3600.0, timer=None, app=None):
|
||||
self.app = app_or_default(app)
|
||||
self.state = state
|
||||
self.freq = freq
|
||||
self.cleanup_freq = cleanup_freq
|
||||
self.timer = timer or self.timer or Timer()
|
||||
self.logger = logger
|
||||
self.maxrate = maxrate and TokenBucket(rate(maxrate))
|
||||
|
||||
def install(self):
|
||||
self._tref = self.timer.call_repeatedly(self.freq, self.capture)
|
||||
self._ctref = self.timer.call_repeatedly(
|
||||
self.cleanup_freq, self.cleanup,
|
||||
)
|
||||
|
||||
def on_shutter(self, state):
|
||||
pass
|
||||
|
||||
def on_cleanup(self):
|
||||
pass
|
||||
|
||||
def cleanup(self):
|
||||
logger.debug('Cleanup: Running...')
|
||||
self.cleanup_signal.send(sender=self.state)
|
||||
self.on_cleanup()
|
||||
|
||||
def shutter(self):
|
||||
if self.maxrate is None or self.maxrate.can_consume():
|
||||
logger.debug('Shutter: %s', self.state)
|
||||
self.shutter_signal.send(sender=self.state)
|
||||
self.on_shutter(self.state)
|
||||
|
||||
def capture(self):
|
||||
self.state.freeze_while(self.shutter, clear_after=self.clear_after)
|
||||
|
||||
def cancel(self):
|
||||
if self._tref:
|
||||
self._tref() # flush all received events.
|
||||
self._tref.cancel()
|
||||
if self._ctref:
|
||||
self._ctref.cancel()
|
||||
|
||||
def __enter__(self):
|
||||
self.install()
|
||||
return self
|
||||
|
||||
def __exit__(self, *exc_info):
|
||||
self.cancel()
|
||||
|
||||
|
||||
def evcam(camera, freq=1.0, maxrate=None, loglevel=0,
|
||||
logfile=None, pidfile=None, timer=None, app=None,
|
||||
**kwargs):
|
||||
"""Start snapshot recorder."""
|
||||
app = app_or_default(app)
|
||||
|
||||
if pidfile:
|
||||
platforms.create_pidlock(pidfile)
|
||||
|
||||
app.log.setup_logging_subsystem(loglevel, logfile)
|
||||
|
||||
print(f'-> evcam: Taking snapshots with {camera} (every {freq} secs.)')
|
||||
state = app.events.State()
|
||||
cam = instantiate(camera, state, app=app, freq=freq,
|
||||
maxrate=maxrate, timer=timer)
|
||||
cam.install()
|
||||
conn = app.connection_for_read()
|
||||
recv = app.events.Receiver(conn, handlers={'*': state.event})
|
||||
try:
|
||||
try:
|
||||
recv.capture(limit=None)
|
||||
except KeyboardInterrupt:
|
||||
raise SystemExit
|
||||
finally:
|
||||
cam.cancel()
|
||||
conn.close()
|
||||
@@ -0,0 +1,730 @@
|
||||
"""In-memory representation of cluster state.
|
||||
|
||||
This module implements a data-structure used to keep
|
||||
track of the state of a cluster of workers and the tasks
|
||||
it is working on (by consuming events).
|
||||
|
||||
For every event consumed the state is updated,
|
||||
so the state represents the state of the cluster
|
||||
at the time of the last event.
|
||||
|
||||
Snapshots (:mod:`celery.events.snapshot`) can be used to
|
||||
take "pictures" of this state at regular intervals
|
||||
to for example, store that in a database.
|
||||
"""
|
||||
import bisect
|
||||
import sys
|
||||
import threading
|
||||
from collections import defaultdict
|
||||
from collections.abc import Callable
|
||||
from datetime import datetime
|
||||
from decimal import Decimal
|
||||
from itertools import islice
|
||||
from operator import itemgetter
|
||||
from time import time
|
||||
from typing import Mapping, Optional # noqa
|
||||
from weakref import WeakSet, ref
|
||||
|
||||
from kombu.clocks import timetuple
|
||||
from kombu.utils.objects import cached_property
|
||||
|
||||
from celery import states
|
||||
from celery.utils.functional import LRUCache, memoize, pass1
|
||||
from celery.utils.log import get_logger
|
||||
|
||||
__all__ = ('Worker', 'Task', 'State', 'heartbeat_expires')
|
||||
|
||||
# pylint: disable=redefined-outer-name
|
||||
# We cache globals and attribute lookups, so disable this warning.
|
||||
# pylint: disable=too-many-function-args
|
||||
# For some reason pylint thinks ._event is a method, when it's a property.
|
||||
|
||||
#: Set if running PyPy
|
||||
PYPY = hasattr(sys, 'pypy_version_info')
|
||||
|
||||
#: The window (in percentage) is added to the workers heartbeat
|
||||
#: frequency. If the time between updates exceeds this window,
|
||||
#: then the worker is considered to be offline.
|
||||
HEARTBEAT_EXPIRE_WINDOW = 200
|
||||
|
||||
#: Max drift between event timestamp and time of event received
|
||||
#: before we alert that clocks may be unsynchronized.
|
||||
HEARTBEAT_DRIFT_MAX = 16
|
||||
|
||||
DRIFT_WARNING = (
|
||||
"Substantial drift from %s may mean clocks are out of sync. Current drift is "
|
||||
"%s seconds. [orig: %s recv: %s]"
|
||||
)
|
||||
|
||||
logger = get_logger(__name__)
|
||||
warn = logger.warning
|
||||
|
||||
R_STATE = '<State: events={0.event_count} tasks={0.task_count}>'
|
||||
R_WORKER = '<Worker: {0.hostname} ({0.status_string} clock:{0.clock})'
|
||||
R_TASK = '<Task: {0.name}({0.uuid}) {0.state} clock:{0.clock}>'
|
||||
|
||||
#: Mapping of task event names to task state.
|
||||
TASK_EVENT_TO_STATE = {
|
||||
'sent': states.PENDING,
|
||||
'received': states.RECEIVED,
|
||||
'started': states.STARTED,
|
||||
'failed': states.FAILURE,
|
||||
'retried': states.RETRY,
|
||||
'succeeded': states.SUCCESS,
|
||||
'revoked': states.REVOKED,
|
||||
'rejected': states.REJECTED,
|
||||
}
|
||||
|
||||
|
||||
class CallableDefaultdict(defaultdict):
|
||||
""":class:`~collections.defaultdict` with configurable __call__.
|
||||
|
||||
We use this for backwards compatibility in State.tasks_by_type
|
||||
etc, which used to be a method but is now an index instead.
|
||||
|
||||
So you can do::
|
||||
|
||||
>>> add_tasks = state.tasks_by_type['proj.tasks.add']
|
||||
|
||||
while still supporting the method call::
|
||||
|
||||
>>> add_tasks = list(state.tasks_by_type(
|
||||
... 'proj.tasks.add', reverse=True))
|
||||
"""
|
||||
|
||||
def __init__(self, fun, *args, **kwargs):
|
||||
self.fun = fun
|
||||
super().__init__(*args, **kwargs)
|
||||
|
||||
def __call__(self, *args, **kwargs):
|
||||
return self.fun(*args, **kwargs)
|
||||
|
||||
|
||||
Callable.register(CallableDefaultdict)
|
||||
|
||||
|
||||
@memoize(maxsize=1000, keyfun=lambda a, _: a[0])
|
||||
def _warn_drift(hostname, drift, local_received, timestamp):
|
||||
# we use memoize here so the warning is only logged once per hostname
|
||||
warn(DRIFT_WARNING, hostname, drift,
|
||||
datetime.fromtimestamp(local_received),
|
||||
datetime.fromtimestamp(timestamp))
|
||||
|
||||
|
||||
def heartbeat_expires(timestamp, freq=60,
|
||||
expire_window=HEARTBEAT_EXPIRE_WINDOW,
|
||||
Decimal=Decimal, float=float, isinstance=isinstance):
|
||||
"""Return time when heartbeat expires."""
|
||||
# some json implementations returns decimal.Decimal objects,
|
||||
# which aren't compatible with float.
|
||||
freq = float(freq) if isinstance(freq, Decimal) else freq
|
||||
if isinstance(timestamp, Decimal):
|
||||
timestamp = float(timestamp)
|
||||
return timestamp + (freq * (expire_window / 1e2))
|
||||
|
||||
|
||||
def _depickle_task(cls, fields):
|
||||
return cls(**fields)
|
||||
|
||||
|
||||
def with_unique_field(attr):
|
||||
|
||||
def _decorate_cls(cls):
|
||||
|
||||
def __eq__(this, other):
|
||||
if isinstance(other, this.__class__):
|
||||
return getattr(this, attr) == getattr(other, attr)
|
||||
return NotImplemented
|
||||
cls.__eq__ = __eq__
|
||||
|
||||
def __hash__(this):
|
||||
return hash(getattr(this, attr))
|
||||
cls.__hash__ = __hash__
|
||||
|
||||
return cls
|
||||
return _decorate_cls
|
||||
|
||||
|
||||
@with_unique_field('hostname')
|
||||
class Worker:
|
||||
"""Worker State."""
|
||||
|
||||
heartbeat_max = 4
|
||||
expire_window = HEARTBEAT_EXPIRE_WINDOW
|
||||
|
||||
_fields = ('hostname', 'pid', 'freq', 'heartbeats', 'clock',
|
||||
'active', 'processed', 'loadavg', 'sw_ident',
|
||||
'sw_ver', 'sw_sys')
|
||||
if not PYPY: # pragma: no cover
|
||||
__slots__ = _fields + ('event', '__dict__', '__weakref__')
|
||||
|
||||
def __init__(self, hostname=None, pid=None, freq=60,
|
||||
heartbeats=None, clock=0, active=None, processed=None,
|
||||
loadavg=None, sw_ident=None, sw_ver=None, sw_sys=None):
|
||||
self.hostname = hostname
|
||||
self.pid = pid
|
||||
self.freq = freq
|
||||
self.heartbeats = [] if heartbeats is None else heartbeats
|
||||
self.clock = clock or 0
|
||||
self.active = active
|
||||
self.processed = processed
|
||||
self.loadavg = loadavg
|
||||
self.sw_ident = sw_ident
|
||||
self.sw_ver = sw_ver
|
||||
self.sw_sys = sw_sys
|
||||
self.event = self._create_event_handler()
|
||||
|
||||
def __reduce__(self):
|
||||
return self.__class__, (self.hostname, self.pid, self.freq,
|
||||
self.heartbeats, self.clock, self.active,
|
||||
self.processed, self.loadavg, self.sw_ident,
|
||||
self.sw_ver, self.sw_sys)
|
||||
|
||||
def _create_event_handler(self):
|
||||
_set = object.__setattr__
|
||||
hbmax = self.heartbeat_max
|
||||
heartbeats = self.heartbeats
|
||||
hb_pop = self.heartbeats.pop
|
||||
hb_append = self.heartbeats.append
|
||||
|
||||
def event(type_, timestamp=None,
|
||||
local_received=None, fields=None,
|
||||
max_drift=HEARTBEAT_DRIFT_MAX, abs=abs, int=int,
|
||||
insort=bisect.insort, len=len):
|
||||
fields = fields or {}
|
||||
for k, v in fields.items():
|
||||
_set(self, k, v)
|
||||
if type_ == 'offline':
|
||||
heartbeats[:] = []
|
||||
else:
|
||||
if not local_received or not timestamp:
|
||||
return
|
||||
drift = abs(int(local_received) - int(timestamp))
|
||||
if drift > max_drift:
|
||||
_warn_drift(self.hostname, drift,
|
||||
local_received, timestamp)
|
||||
if local_received: # pragma: no cover
|
||||
hearts = len(heartbeats)
|
||||
if hearts > hbmax - 1:
|
||||
hb_pop(0)
|
||||
if hearts and local_received > heartbeats[-1]:
|
||||
hb_append(local_received)
|
||||
else:
|
||||
insort(heartbeats, local_received)
|
||||
return event
|
||||
|
||||
def update(self, f, **kw):
|
||||
d = dict(f, **kw) if kw else f
|
||||
for k, v in d.items():
|
||||
setattr(self, k, v)
|
||||
|
||||
def __repr__(self):
|
||||
return R_WORKER.format(self)
|
||||
|
||||
@property
|
||||
def status_string(self):
|
||||
return 'ONLINE' if self.alive else 'OFFLINE'
|
||||
|
||||
@property
|
||||
def heartbeat_expires(self):
|
||||
return heartbeat_expires(self.heartbeats[-1],
|
||||
self.freq, self.expire_window)
|
||||
|
||||
@property
|
||||
def alive(self, nowfun=time):
|
||||
return bool(self.heartbeats and nowfun() < self.heartbeat_expires)
|
||||
|
||||
@property
|
||||
def id(self):
|
||||
return '{0.hostname}.{0.pid}'.format(self)
|
||||
|
||||
|
||||
@with_unique_field('uuid')
|
||||
class Task:
|
||||
"""Task State."""
|
||||
|
||||
name = received = sent = started = succeeded = failed = retried = \
|
||||
revoked = rejected = args = kwargs = eta = expires = retries = \
|
||||
worker = result = exception = timestamp = runtime = traceback = \
|
||||
exchange = routing_key = root_id = parent_id = client = None
|
||||
state = states.PENDING
|
||||
clock = 0
|
||||
|
||||
_fields = (
|
||||
'uuid', 'name', 'state', 'received', 'sent', 'started', 'rejected',
|
||||
'succeeded', 'failed', 'retried', 'revoked', 'args', 'kwargs',
|
||||
'eta', 'expires', 'retries', 'worker', 'result', 'exception',
|
||||
'timestamp', 'runtime', 'traceback', 'exchange', 'routing_key',
|
||||
'clock', 'client', 'root', 'root_id', 'parent', 'parent_id',
|
||||
'children',
|
||||
)
|
||||
if not PYPY: # pragma: no cover
|
||||
__slots__ = ('__dict__', '__weakref__')
|
||||
|
||||
#: How to merge out of order events.
|
||||
#: Disorder is detected by logical ordering (e.g., :event:`task-received`
|
||||
#: must've happened before a :event:`task-failed` event).
|
||||
#:
|
||||
#: A merge rule consists of a state and a list of fields to keep from
|
||||
#: that state. ``(RECEIVED, ('name', 'args')``, means the name and args
|
||||
#: fields are always taken from the RECEIVED state, and any values for
|
||||
#: these fields received before or after is simply ignored.
|
||||
merge_rules = {
|
||||
states.RECEIVED: (
|
||||
'name', 'args', 'kwargs', 'parent_id',
|
||||
'root_id', 'retries', 'eta', 'expires',
|
||||
),
|
||||
}
|
||||
|
||||
#: meth:`info` displays these fields by default.
|
||||
_info_fields = (
|
||||
'args', 'kwargs', 'retries', 'result', 'eta', 'runtime',
|
||||
'expires', 'exception', 'exchange', 'routing_key',
|
||||
'root_id', 'parent_id',
|
||||
)
|
||||
|
||||
def __init__(self, uuid=None, cluster_state=None, children=None, **kwargs):
|
||||
self.uuid = uuid
|
||||
self.cluster_state = cluster_state
|
||||
if self.cluster_state is not None:
|
||||
self.children = WeakSet(
|
||||
self.cluster_state.tasks.get(task_id)
|
||||
for task_id in children or ()
|
||||
if task_id in self.cluster_state.tasks
|
||||
)
|
||||
else:
|
||||
self.children = WeakSet()
|
||||
self._serializer_handlers = {
|
||||
'children': self._serializable_children,
|
||||
'root': self._serializable_root,
|
||||
'parent': self._serializable_parent,
|
||||
}
|
||||
if kwargs:
|
||||
self.__dict__.update(kwargs)
|
||||
|
||||
def event(self, type_, timestamp=None, local_received=None, fields=None,
|
||||
precedence=states.precedence, setattr=setattr,
|
||||
task_event_to_state=TASK_EVENT_TO_STATE.get, RETRY=states.RETRY):
|
||||
fields = fields or {}
|
||||
|
||||
# using .get is faster than catching KeyError in this case.
|
||||
state = task_event_to_state(type_)
|
||||
if state is not None:
|
||||
# sets, for example, self.succeeded to the timestamp.
|
||||
setattr(self, type_, timestamp)
|
||||
else:
|
||||
state = type_.upper() # custom state
|
||||
|
||||
# note that precedence here is reversed
|
||||
# see implementation in celery.states.state.__lt__
|
||||
if state != RETRY and self.state != RETRY and \
|
||||
precedence(state) > precedence(self.state):
|
||||
# this state logically happens-before the current state, so merge.
|
||||
keep = self.merge_rules.get(state)
|
||||
if keep is not None:
|
||||
fields = {
|
||||
k: v for k, v in fields.items() if k in keep
|
||||
}
|
||||
else:
|
||||
fields.update(state=state, timestamp=timestamp)
|
||||
|
||||
# update current state with info from this event.
|
||||
self.__dict__.update(fields)
|
||||
|
||||
def info(self, fields=None, extra=None):
|
||||
"""Information about this task suitable for on-screen display."""
|
||||
extra = [] if not extra else extra
|
||||
fields = self._info_fields if fields is None else fields
|
||||
|
||||
def _keys():
|
||||
for key in list(fields) + list(extra):
|
||||
value = getattr(self, key, None)
|
||||
if value is not None:
|
||||
yield key, value
|
||||
|
||||
return dict(_keys())
|
||||
|
||||
def __repr__(self):
|
||||
return R_TASK.format(self)
|
||||
|
||||
def as_dict(self):
|
||||
get = object.__getattribute__
|
||||
handler = self._serializer_handlers.get
|
||||
return {
|
||||
k: handler(k, pass1)(get(self, k)) for k in self._fields
|
||||
}
|
||||
|
||||
def _serializable_children(self, value):
|
||||
return [task.id for task in self.children]
|
||||
|
||||
def _serializable_root(self, value):
|
||||
return self.root_id
|
||||
|
||||
def _serializable_parent(self, value):
|
||||
return self.parent_id
|
||||
|
||||
def __reduce__(self):
|
||||
return _depickle_task, (self.__class__, self.as_dict())
|
||||
|
||||
@property
|
||||
def id(self):
|
||||
return self.uuid
|
||||
|
||||
@property
|
||||
def origin(self):
|
||||
return self.client if self.worker is None else self.worker.id
|
||||
|
||||
@property
|
||||
def ready(self):
|
||||
return self.state in states.READY_STATES
|
||||
|
||||
@cached_property
|
||||
def parent(self):
|
||||
# issue github.com/mher/flower/issues/648
|
||||
try:
|
||||
return self.parent_id and self.cluster_state.tasks.data[self.parent_id]
|
||||
except KeyError:
|
||||
return None
|
||||
|
||||
@cached_property
|
||||
def root(self):
|
||||
# issue github.com/mher/flower/issues/648
|
||||
try:
|
||||
return self.root_id and self.cluster_state.tasks.data[self.root_id]
|
||||
except KeyError:
|
||||
return None
|
||||
|
||||
|
||||
class State:
|
||||
"""Records clusters state."""
|
||||
|
||||
Worker = Worker
|
||||
Task = Task
|
||||
event_count = 0
|
||||
task_count = 0
|
||||
heap_multiplier = 4
|
||||
|
||||
def __init__(self, callback=None,
|
||||
workers=None, tasks=None, taskheap=None,
|
||||
max_workers_in_memory=5000, max_tasks_in_memory=10000,
|
||||
on_node_join=None, on_node_leave=None,
|
||||
tasks_by_type=None, tasks_by_worker=None):
|
||||
self.event_callback = callback
|
||||
self.workers = (LRUCache(max_workers_in_memory)
|
||||
if workers is None else workers)
|
||||
self.tasks = (LRUCache(max_tasks_in_memory)
|
||||
if tasks is None else tasks)
|
||||
self._taskheap = [] if taskheap is None else taskheap
|
||||
self.max_workers_in_memory = max_workers_in_memory
|
||||
self.max_tasks_in_memory = max_tasks_in_memory
|
||||
self.on_node_join = on_node_join
|
||||
self.on_node_leave = on_node_leave
|
||||
self._mutex = threading.Lock()
|
||||
self.handlers = {}
|
||||
self._seen_types = set()
|
||||
self._tasks_to_resolve = {}
|
||||
self.rebuild_taskheap()
|
||||
|
||||
self.tasks_by_type = CallableDefaultdict(
|
||||
self._tasks_by_type, WeakSet) # type: Mapping[str, WeakSet[Task]]
|
||||
self.tasks_by_type.update(
|
||||
_deserialize_Task_WeakSet_Mapping(tasks_by_type, self.tasks))
|
||||
|
||||
self.tasks_by_worker = CallableDefaultdict(
|
||||
self._tasks_by_worker, WeakSet) # type: Mapping[str, WeakSet[Task]]
|
||||
self.tasks_by_worker.update(
|
||||
_deserialize_Task_WeakSet_Mapping(tasks_by_worker, self.tasks))
|
||||
|
||||
@cached_property
|
||||
def _event(self):
|
||||
return self._create_dispatcher()
|
||||
|
||||
def freeze_while(self, fun, *args, **kwargs):
|
||||
clear_after = kwargs.pop('clear_after', False)
|
||||
with self._mutex:
|
||||
try:
|
||||
return fun(*args, **kwargs)
|
||||
finally:
|
||||
if clear_after:
|
||||
self._clear()
|
||||
|
||||
def clear_tasks(self, ready=True):
|
||||
with self._mutex:
|
||||
return self._clear_tasks(ready)
|
||||
|
||||
def _clear_tasks(self, ready: bool = True):
|
||||
if ready:
|
||||
in_progress = {
|
||||
uuid: task for uuid, task in self.itertasks()
|
||||
if task.state not in states.READY_STATES
|
||||
}
|
||||
self.tasks.clear()
|
||||
self.tasks.update(in_progress)
|
||||
else:
|
||||
self.tasks.clear()
|
||||
self._taskheap[:] = []
|
||||
|
||||
def _clear(self, ready=True):
|
||||
self.workers.clear()
|
||||
self._clear_tasks(ready)
|
||||
self.event_count = 0
|
||||
self.task_count = 0
|
||||
|
||||
def clear(self, ready: bool = True):
|
||||
with self._mutex:
|
||||
return self._clear(ready)
|
||||
|
||||
def get_or_create_worker(self, hostname, **kwargs):
|
||||
"""Get or create worker by hostname.
|
||||
|
||||
Returns:
|
||||
Tuple: of ``(worker, was_created)`` pairs.
|
||||
"""
|
||||
try:
|
||||
worker = self.workers[hostname]
|
||||
if kwargs:
|
||||
worker.update(kwargs)
|
||||
return worker, False
|
||||
except KeyError:
|
||||
worker = self.workers[hostname] = self.Worker(
|
||||
hostname, **kwargs)
|
||||
return worker, True
|
||||
|
||||
def get_or_create_task(self, uuid):
|
||||
"""Get or create task by uuid."""
|
||||
try:
|
||||
return self.tasks[uuid], False
|
||||
except KeyError:
|
||||
task = self.tasks[uuid] = self.Task(uuid, cluster_state=self)
|
||||
return task, True
|
||||
|
||||
def event(self, event):
|
||||
with self._mutex:
|
||||
return self._event(event)
|
||||
|
||||
def task_event(self, type_, fields):
|
||||
"""Deprecated, use :meth:`event`."""
|
||||
return self._event(dict(fields, type='-'.join(['task', type_])))[0]
|
||||
|
||||
def worker_event(self, type_, fields):
|
||||
"""Deprecated, use :meth:`event`."""
|
||||
return self._event(dict(fields, type='-'.join(['worker', type_])))[0]
|
||||
|
||||
def _create_dispatcher(self):
|
||||
|
||||
# pylint: disable=too-many-statements
|
||||
# This code is highly optimized, but not for reusability.
|
||||
get_handler = self.handlers.__getitem__
|
||||
event_callback = self.event_callback
|
||||
wfields = itemgetter('hostname', 'timestamp', 'local_received')
|
||||
tfields = itemgetter('uuid', 'hostname', 'timestamp',
|
||||
'local_received', 'clock')
|
||||
taskheap = self._taskheap
|
||||
th_append = taskheap.append
|
||||
th_pop = taskheap.pop
|
||||
# Removing events from task heap is an O(n) operation,
|
||||
# so easier to just account for the common number of events
|
||||
# for each task (PENDING->RECEIVED->STARTED->final)
|
||||
#: an O(n) operation
|
||||
max_events_in_heap = self.max_tasks_in_memory * self.heap_multiplier
|
||||
add_type = self._seen_types.add
|
||||
on_node_join, on_node_leave = self.on_node_join, self.on_node_leave
|
||||
tasks, Task = self.tasks, self.Task
|
||||
workers, Worker = self.workers, self.Worker
|
||||
# avoid updating LRU entry at getitem
|
||||
get_worker, get_task = workers.data.__getitem__, tasks.data.__getitem__
|
||||
|
||||
get_task_by_type_set = self.tasks_by_type.__getitem__
|
||||
get_task_by_worker_set = self.tasks_by_worker.__getitem__
|
||||
|
||||
def _event(event,
|
||||
timetuple=timetuple, KeyError=KeyError,
|
||||
insort=bisect.insort, created=True):
|
||||
self.event_count += 1
|
||||
if event_callback:
|
||||
event_callback(self, event)
|
||||
group, _, subject = event['type'].partition('-')
|
||||
try:
|
||||
handler = get_handler(group)
|
||||
except KeyError:
|
||||
pass
|
||||
else:
|
||||
return handler(subject, event), subject
|
||||
|
||||
if group == 'worker':
|
||||
try:
|
||||
hostname, timestamp, local_received = wfields(event)
|
||||
except KeyError:
|
||||
pass
|
||||
else:
|
||||
is_offline = subject == 'offline'
|
||||
try:
|
||||
worker, created = get_worker(hostname), False
|
||||
except KeyError:
|
||||
if is_offline:
|
||||
worker, created = Worker(hostname), False
|
||||
else:
|
||||
worker = workers[hostname] = Worker(hostname)
|
||||
worker.event(subject, timestamp, local_received, event)
|
||||
if on_node_join and (created or subject == 'online'):
|
||||
on_node_join(worker)
|
||||
if on_node_leave and is_offline:
|
||||
on_node_leave(worker)
|
||||
workers.pop(hostname, None)
|
||||
return (worker, created), subject
|
||||
elif group == 'task':
|
||||
(uuid, hostname, timestamp,
|
||||
local_received, clock) = tfields(event)
|
||||
# task-sent event is sent by client, not worker
|
||||
is_client_event = subject == 'sent'
|
||||
try:
|
||||
task, task_created = get_task(uuid), False
|
||||
except KeyError:
|
||||
task = tasks[uuid] = Task(uuid, cluster_state=self)
|
||||
task_created = True
|
||||
if is_client_event:
|
||||
task.client = hostname
|
||||
else:
|
||||
try:
|
||||
worker = get_worker(hostname)
|
||||
except KeyError:
|
||||
worker = workers[hostname] = Worker(hostname)
|
||||
task.worker = worker
|
||||
if worker is not None and local_received:
|
||||
worker.event(None, local_received, timestamp)
|
||||
|
||||
origin = hostname if is_client_event else worker.id
|
||||
|
||||
# remove oldest event if exceeding the limit.
|
||||
heaps = len(taskheap)
|
||||
if heaps + 1 > max_events_in_heap:
|
||||
th_pop(0)
|
||||
|
||||
# most events will be dated later than the previous.
|
||||
timetup = timetuple(clock, timestamp, origin, ref(task))
|
||||
if heaps and timetup > taskheap[-1]:
|
||||
th_append(timetup)
|
||||
else:
|
||||
insort(taskheap, timetup)
|
||||
|
||||
if subject == 'received':
|
||||
self.task_count += 1
|
||||
task.event(subject, timestamp, local_received, event)
|
||||
task_name = task.name
|
||||
if task_name is not None:
|
||||
add_type(task_name)
|
||||
if task_created: # add to tasks_by_type index
|
||||
get_task_by_type_set(task_name).add(task)
|
||||
get_task_by_worker_set(hostname).add(task)
|
||||
if task.parent_id:
|
||||
try:
|
||||
parent_task = self.tasks[task.parent_id]
|
||||
except KeyError:
|
||||
self._add_pending_task_child(task)
|
||||
else:
|
||||
parent_task.children.add(task)
|
||||
try:
|
||||
_children = self._tasks_to_resolve.pop(uuid)
|
||||
except KeyError:
|
||||
pass
|
||||
else:
|
||||
task.children.update(_children)
|
||||
|
||||
return (task, task_created), subject
|
||||
return _event
|
||||
|
||||
def _add_pending_task_child(self, task):
|
||||
try:
|
||||
ch = self._tasks_to_resolve[task.parent_id]
|
||||
except KeyError:
|
||||
ch = self._tasks_to_resolve[task.parent_id] = WeakSet()
|
||||
ch.add(task)
|
||||
|
||||
def rebuild_taskheap(self, timetuple=timetuple):
|
||||
heap = self._taskheap[:] = [
|
||||
timetuple(t.clock, t.timestamp, t.origin, ref(t))
|
||||
for t in self.tasks.values()
|
||||
]
|
||||
heap.sort()
|
||||
|
||||
def itertasks(self, limit: Optional[int] = None):
|
||||
for index, row in enumerate(self.tasks.items()):
|
||||
yield row
|
||||
if limit and index + 1 >= limit:
|
||||
break
|
||||
|
||||
def tasks_by_time(self, limit=None, reverse: bool = True):
|
||||
"""Generator yielding tasks ordered by time.
|
||||
|
||||
Yields:
|
||||
Tuples of ``(uuid, Task)``.
|
||||
"""
|
||||
_heap = self._taskheap
|
||||
if reverse:
|
||||
_heap = reversed(_heap)
|
||||
|
||||
seen = set()
|
||||
for evtup in islice(_heap, 0, limit):
|
||||
task = evtup[3]()
|
||||
if task is not None:
|
||||
uuid = task.uuid
|
||||
if uuid not in seen:
|
||||
yield uuid, task
|
||||
seen.add(uuid)
|
||||
tasks_by_timestamp = tasks_by_time
|
||||
|
||||
def _tasks_by_type(self, name, limit=None, reverse=True):
|
||||
"""Get all tasks by type.
|
||||
|
||||
This is slower than accessing :attr:`tasks_by_type`,
|
||||
but will be ordered by time.
|
||||
|
||||
Returns:
|
||||
Generator: giving ``(uuid, Task)`` pairs.
|
||||
"""
|
||||
return islice(
|
||||
((uuid, task) for uuid, task in self.tasks_by_time(reverse=reverse)
|
||||
if task.name == name),
|
||||
0, limit,
|
||||
)
|
||||
|
||||
def _tasks_by_worker(self, hostname, limit=None, reverse=True):
|
||||
"""Get all tasks by worker.
|
||||
|
||||
Slower than accessing :attr:`tasks_by_worker`, but ordered by time.
|
||||
"""
|
||||
return islice(
|
||||
((uuid, task) for uuid, task in self.tasks_by_time(reverse=reverse)
|
||||
if task.worker.hostname == hostname),
|
||||
0, limit,
|
||||
)
|
||||
|
||||
def task_types(self):
|
||||
"""Return a list of all seen task types."""
|
||||
return sorted(self._seen_types)
|
||||
|
||||
def alive_workers(self):
|
||||
"""Return a list of (seemingly) alive workers."""
|
||||
return (w for w in self.workers.values() if w.alive)
|
||||
|
||||
def __repr__(self):
|
||||
return R_STATE.format(self)
|
||||
|
||||
def __reduce__(self):
|
||||
return self.__class__, (
|
||||
self.event_callback, self.workers, self.tasks, None,
|
||||
self.max_workers_in_memory, self.max_tasks_in_memory,
|
||||
self.on_node_join, self.on_node_leave,
|
||||
_serialize_Task_WeakSet_Mapping(self.tasks_by_type),
|
||||
_serialize_Task_WeakSet_Mapping(self.tasks_by_worker),
|
||||
)
|
||||
|
||||
|
||||
def _serialize_Task_WeakSet_Mapping(mapping):
|
||||
return {name: [t.id for t in tasks] for name, tasks in mapping.items()}
|
||||
|
||||
|
||||
def _deserialize_Task_WeakSet_Mapping(mapping, tasks):
|
||||
mapping = mapping or {}
|
||||
return {name: WeakSet(tasks[i] for i in ids if i in tasks)
|
||||
for name, ids in mapping.items()}
|
||||
Reference in New Issue
Block a user