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584 lines
21 KiB
Python
584 lines
21 KiB
Python
"""Download segments from other nodes to catch stuff this node missed."""
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import datetime
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import errno
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import hashlib
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import itertools
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import logging
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import os
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import random
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import signal
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import socket
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import urlparse
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import uuid
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import argh
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import gevent.backdoor
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import gevent.pool
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import prometheus_client as prom
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import common
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from common import dateutil
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from common import database
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from common.requests import InstrumentedSession
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# Wraps all requests in some metric collection
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requests = InstrumentedSession()
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segments_backfilled = prom.Counter(
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'segments_backfilled',
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'Number of segments successfully backfilled',
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['remote', 'channel', 'quality', 'hour'],
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)
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hours_backfilled = prom.Counter(
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'hours_backfilled',
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'Number of hours successfully backfilled',
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['remote', 'channel', 'quality'],
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)
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hash_mismatches = prom.Counter(
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'hash_mismatches',
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'Number of segments with hash mismatches',
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['remote', 'channel', 'quality', 'hour'],
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)
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node_list_errors = prom.Counter(
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'node_list_errors',
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'Number of errors fetching a list of nodes',
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)
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backfill_errors = prom.Counter(
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'backfill_errors',
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'Number of errors backfilling',
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['remote'],
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)
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segments_deleted = prom.Counter(
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'segments_deleted',
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'Number of segments successfully deleted',
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['channel', 'quality', 'hour'],
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)
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HOUR_FMT = '%Y-%m-%dT%H'
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TIMEOUT = 5 #default timeout in seconds for remote requests or exceptions
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MAX_BACKOFF = 4 #number of times to back off
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def list_local_hours(base_dir, channel, quality):
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"""List hours in a given quality directory.
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For a given base_dir/channel/quality directory return a list of
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non-hidden files. If the directory path is not found, return an empty list.
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Based on based on restreamer.list_hours. We could just call
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restreamer.list_hours but this avoids HTTP/JSON overheads."""
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path = os.path.join(base_dir, channel, quality)
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try:
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return [name for name in os.listdir(path) if not name.startswith('.')]
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except OSError as e:
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if e.errno != errno.ENOENT:
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raise
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return []
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def list_local_segments(base_dir, channel, quality, hour):
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"""List segments in a given hour directory.
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For a given base_dir/channel/quality/hour directory return a list of
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non-hidden files. If the directory path is not found, return an empty list.
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Based on based on restreamer.list_segments. We could just call
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restreamer.list_segments but this avoids HTTP/JSON overheads."""
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path = os.path.join(base_dir, channel, quality, hour)
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try:
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return [name for name in os.listdir(path) if not name.startswith('.')]
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except OSError as e:
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if e.errno != errno.ENOENT:
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raise
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return []
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def list_remote_hours(node, channel, quality, timeout=TIMEOUT):
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"""Wrapper around a call to restreamer.list_hours."""
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uri = '{}/files/{}/{}'.format(node, channel, quality)
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logging.debug('Getting list of hours from {}'.format(uri))
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resp = requests.get(uri, timeout=timeout, metric_name='list_remote_hours')
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return common.encode_strings(resp.json())
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def list_remote_segments(node, channel, quality, hour, timeout=TIMEOUT):
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"""Wrapper around a call to restreamer.list_segments."""
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uri = '{}/files/{}/{}/{}'.format(node, channel, quality, hour)
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logging.debug('Getting list of segments from {}'.format(uri))
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resp = requests.get(uri, timeout=timeout, metric_name='list_remote_segments')
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return common.encode_strings(resp.json())
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def get_remote_segment(base_dir, node, channel, quality, hour, missing_segment,
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logger, timeout=TIMEOUT):
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"""Get a segment from a node.
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Fetches channel/quality/hour/missing_segment from node and puts it in
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base_dir/channel/quality/hour/missing_segment. If the segment already exists
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locally, this does not attempt to fetch it."""
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path = os.path.join(base_dir, channel, quality, hour, missing_segment)
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# check to see if file was created since we listed the local segments to
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# avoid unnecessarily copying
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if os.path.exists(path):
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logging.debug('Skipping existing segment {}'.format(path))
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return
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dir_name = os.path.dirname(path)
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date, duration, _ = os.path.basename(path).split('-', 2)
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temp_name = "-".join([date, duration, "temp", str(uuid.uuid4())])
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temp_path = os.path.join(dir_name, "{}.ts".format(temp_name))
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common.ensure_directory(temp_path)
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hash = hashlib.sha256()
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try:
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logging.debug('Fetching segment {} from {}'.format(path, node))
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uri = '{}/segments/{}/{}/{}/{}'.format(node, channel, quality, hour, missing_segment)
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resp = requests.get(uri, stream=True, timeout=timeout, metric_name='get_remote_segment')
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resp.raise_for_status()
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with open(temp_path, 'w') as f:
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for chunk in resp.iter_content(8192):
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f.write(chunk)
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hash.update(chunk)
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filename_hash = common.parse_segment_path(missing_segment).hash
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if filename_hash != hash.digest():
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logger.warn('Hash of segment {} does not match. Discarding segment'.format(missing_segment))
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hash_mismatches.labels(remote=node, channel=channel, quality=quality, hour=hour).inc()
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os.remove(temp_path)
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return
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#try to get rid of the temp file if an exception is raised.
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except Exception:
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if os.path.exists(temp_path):
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os.remove(temp_path)
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raise
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logging.debug('Saving completed segment {} as {}'.format(temp_path, path))
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common.rename(temp_path, path)
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segments_backfilled.labels(remote=node, channel=channel, quality=quality, hour=hour).inc()
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logger.info('Segment {}/{}/{} backfilled'.format(quality, hour, missing_segment))
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def list_hours(node, channel, quality, start=None):
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"""Return a list of all available hours from a node.
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List all hours available from node/channel
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ordered from newest to oldest.
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Keyword arguments:
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start -- If a datetime return hours after that datetime. If a number,
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return hours more recent than that number of hours ago. If None (default),
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all hours are returned."""
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hours = list_remote_hours(node, channel, quality)
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hours.sort(reverse=True) #latest hour first
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if start is not None:
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if not isinstance(start, datetime.datetime):
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start = datetime.datetime.utcnow() - datetime.timedelta(hours=start)
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hours = [hour for hour in hours if datetime.datetime.strptime(hour, HOUR_FMT) > start]
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return hours
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class BackfillerManager(object):
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"""Manages BackfillerWorkers to backfill from a pool of nodes.
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The manager regularly calls get_nodes to an up to date list of nodes. If no
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worker exists for a node in this list or in the static_node list, the
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manager starts one. If a worker corresponds to a node not in either list,
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the manager stops it. If run_once, only backfill once. If delete_old,
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delete hours older than start. The deletion is handled by the Manager as
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having the Workers do it could lead to race conditions."""
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NODE_INTERVAL = 300 #seconds between updating list of nodes
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def __init__(self, base_dir, channels, qualities, static_nodes=[],
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start=None, delete_old=False, run_once=False, node_file=None,
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node_database=None, localhost=None, download_concurrency=5,
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recent_cutoff=120):
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"""Constructor for BackfillerManager.
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Creates a manager for a given channel with specified qualities."""
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self.base_dir = base_dir
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self.channels = channels
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self.qualities = qualities
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self.static_nodes = static_nodes
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self.start = start
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self.delete_old = delete_old
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self.run_once = run_once
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self.node_file = node_file
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self.db_manager = None if node_database is None else database.DBManager(dsn=node_database)
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self.connection = None
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self.localhost = localhost
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self.download_concurrency = download_concurrency
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self.recent_cutoff = recent_cutoff
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self.stopping = gevent.event.Event()
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self.logger = logging.getLogger("BackfillerManager")
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self.workers = {} # {node url: worker}
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def stop(self):
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"""Shut down all workers and stop backfilling."""
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self.logger.info('Stopping')
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for node in self.workers.keys():
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self.stop_worker(node)
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self.stopping.set()
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def start_worker(self, node):
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"""Start a new worker for given node."""
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if self.stopping.is_set():
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logging.debug('Refusing to create new workers because we are stopping')
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return
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worker = BackfillerWorker(self, node)
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assert node not in self.workers, "Tried to start worker for node {!r} that already has one".format(node)
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self.workers[node] = worker
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gevent.spawn(worker.run)
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def stop_worker(self, node):
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"""Stop the worker for given node."""
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self.workers.pop(node).stop()
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def delete_hours(self):
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"""Delete hours older than self.start ago."""
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if isinstance(self.start, datetime.datetime):
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self.logger.info('Deleting hours older than {}'.format(self.start.strftime(HOUR_FMT)))
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else:
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self.logger.info('Deleting hours older than {} hours ago'.format(self.start))
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for channel, quality in itertools.product(self.channels, self.qualities):
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hours = list_local_hours(self.base_dir, channel, quality)
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if not isinstance(self.start, datetime.datetime):
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cutoff = datetime.datetime.utcnow() - datetime.timedelta(hours=self.start)
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else:
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cutoff = self.start
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hours = [hour for hour in hours if datetime.datetime.strptime(hour, HOUR_FMT) < cutoff]
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hours.sort()
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for hour in hours:
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# deleting segments can take a bit time but is less important
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# than the actually backfilling so we yield
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gevent.idle()
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path = os.path.join(self.base_dir, channel, quality, hour)
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self.logger.info('Deleting {}'.format(path))
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segments = list_local_segments(self.base_dir, channel, quality, hour)
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for segment in segments:
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try:
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os.remove(os.path.join(path, segment))
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segments_deleted.labels(channel=channel, quality=quality, hour=hour).inc()
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except OSError as e:
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# ignore error when the file is already gone
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if e.errno != errno.ENOENT:
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raise
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try:
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os.rmdir(path)
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except OSError as e:
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# ignore error when file is already deleted
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if e.errno == errno.ENOENT:
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self.logger.warn('{} already deleted'.format(path))
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# warn if not empty (will try to delete folder again next time)
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elif e.errno == errno.ENOTEMPTY:
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self.logger.warn('Failed to delete non-empty folder {}'.format(path))
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else:
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raise
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else:
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self.logger.info('{} deleted'.format(path))
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self.logger.info('Deleting old hours complete')
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def run(self):
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"""Stop and start workers based on results of get_nodes.
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Regularly call get_nodes. Nodes returned by get_nodes not currently
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running are started and currently running nodes not returned by
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get_nodes are stopped. If self.run_once, only call nodes once. Calling
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stop will exit the loop."""
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self.logger.info('Starting')
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failures = 0
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while not self.stopping.is_set():
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try:
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new_nodes = set(self.get_nodes())
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except Exception:
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# To ensure a fresh slate and clear any DB-related errors, get a new conn on error.
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# This is heavy-handed but simple and effective.
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self.connection = None
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if failures < MAX_BACKOFF:
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failures += 1
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delay = common.jitter(TIMEOUT * 2**failures)
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self.logger.exception('Getting nodes failed. Retrying in {:.0f} s'.format(delay))
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node_list_errors.inc()
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self.stopping.wait(delay)
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continue
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exisiting_nodes = set(self.workers.keys())
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to_start = new_nodes - exisiting_nodes
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for node in to_start:
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self.start_worker(node)
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to_stop = exisiting_nodes - new_nodes
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for node in to_stop:
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self.stop_worker(node)
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failures = 0 #reset failures on success
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if self.run_once:
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break
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# note that if get_nodes() raises an error, then deletes will not occur
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if self.delete_old and self.start:
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try:
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self.delete_hours()
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except Exception:
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self.logger.warning('Failed to delete old segments', exc_info=True)
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self.stopping.wait(common.jitter(self.NODE_INTERVAL))
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#wait for all workers to finish
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for worker in self.workers.values():
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worker.done.wait()
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def get_nodes(self):
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"""List address of other wubloaders.
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This returns a list of the other wubloaders as URL strings. Node URLs
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are taken from three places. First, the --static-nodes command line
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argument can be used to provide a list of URLs that are always
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backfilled from. Node names are infered from the hostnames of the URLs.
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Second, nodes are read from the file named in the --node-file command
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line argument. In this file, nodes are listed one per line as name-URL
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pairs or as just node URLs. Lines starting with '#' are ignored. If
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only the URL is provided, the node name is taken from the hostname.
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Third, node names and URLs can be requested from the database given by
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--node-database. If multiple nodes URLs with the same name are found,
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only the last is retained and any nodes with names matching the
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localhost name (given by the --localhost argument) are ignored to try
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to prevent this node from backfilling from itself."""
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nodes = {urlparse.urlparse(node).hostname:node for node in self.static_nodes}
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if self.node_file is not None:
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self.logger.info('Fetching list of nodes from {}'.format(self.node_file))
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with open(self.node_file) as f:
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for line in f.readlines():
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substrs = line.split()
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if not len(line) or substrs[0][0] == '#':
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continue
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elif len(substrs) == 1:
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nodes[urlparse.urlparse(substrs[0]).hostname] = substrs[0]
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else:
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nodes[substrs[0]] = substrs[1]
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if self.db_manager is not None:
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if self.connection is None:
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self.connection = self.db_manager.get_conn()
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host = [s.split('=')[-1] for s in self.connection.dsn.split() if 'host' in s][0]
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self.logger.info('Fetching list of nodes from {}'.format(host))
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results = database.query(self.connection, """
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SELECT name, url
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FROM nodes
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WHERE backfill_from""")
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for row in results:
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nodes[row.name] = row.url
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nodes.pop(self.localhost, None)
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self.logger.info('Nodes fetched: {}'.format(nodes.keys()))
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return nodes.values()
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class BackfillerWorker(object):
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"""Backfills segments from a node.
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Backfills every WAIT_INTERVAL all segments from node/channel to
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base_dir/channel for all qualities. If run_once, only backfill once.
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recent_cutoff -- Skip backfilling segments younger than this number of
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seconds to prioritise letting the downloader grab these segments.
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"""
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WAIT_INTERVAL = 120 #seconds between backfills
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def __init__(self, manager, node):
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self.manager = manager
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self.logger = manager.logger.getChild('BackfillerWorker({})'.format(node))
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self.base_dir = manager.base_dir
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self.node = node
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self.download_concurrency = manager.download_concurrency
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self.channels = manager.channels
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self.qualities = manager.qualities
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self.start = manager.start
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self.run_once = manager.run_once
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self.recent_cutoff = manager.recent_cutoff
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self.stopping = gevent.event.Event()
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self.done = gevent.event.Event()
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def __repr__(self):
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return '<{} at 0x{:x} for {!r}>'.format(type(self).__name__, id(self), self.node)
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__str__ = __repr__
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def stop(self):
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"""Tell the worker to shut down"""
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self.logger.info('Stopping')
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self.stopping.set()
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def backfill(self):
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"""Backfill from remote node.
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Backfill from node/channel/qualities to base_dir/channel/qualities for
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each hour in hours.
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"""
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for channel, quality in itertools.product(self.channels, self.qualities):
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for hour in list_hours(self.node, channel, quality, self.start):
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# since backfilling can take a long time, recheck whether this
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# hour is after the start
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if self.start is not None:
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if not isinstance(self.start, datetime.datetime):
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start_hour = datetime.datetime.utcnow() - datetime.timedelta(hours=self.start)
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else:
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start_hour = self.start
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if datetime.datetime.strptime(hour, HOUR_FMT) < start_hour:
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break
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self.logger.info('Backfilling {}/{}'.format(quality, hour))
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local_segments = set(list_local_segments(self.base_dir, channel, quality, hour))
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remote_segments = set(list_remote_segments(self.node, channel, quality, hour))
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missing_segments = list(remote_segments - local_segments)
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# randomise the order of the segments to reduce the chance that
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# multiple workers request the same segment at the same time
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random.shuffle(missing_segments)
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pool = gevent.pool.Pool(self.download_concurrency)
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workers = []
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for missing_segment in missing_segments:
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if self.stopping.is_set():
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return
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path = os.path.join(channel, quality, hour, missing_segment)
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# test to see if file is a segment and get the segments start time
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try:
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segment = common.parse_segment_path(path)
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except ValueError as e:
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self.logger.warning('File {} invaid: {}'.format(path, e))
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continue
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# Ignore temp segments as they may go away by the time we fetch them.
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if segment.type == "temp":
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self.logger.debug('Skipping {} as it is a temp segment'.format(path))
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continue
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# to avoid getting in the downloader's way ignore segments
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# less than recent_cutoff old
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if datetime.datetime.utcnow() - segment.start < datetime.timedelta(seconds=self.recent_cutoff):
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self.logger.debug('Skipping {} as too recent'.format(path))
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continue
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# start segment as soon as a pool slot opens up, then track it in workers
|
|
workers.append(pool.spawn(
|
|
get_remote_segment,
|
|
self.base_dir, self.node, channel, quality, hour, missing_segment, self.logger
|
|
))
|
|
|
|
# verify that all the workers succeeded. if any failed, raise the exception from
|
|
# one of them arbitrarily.
|
|
for worker in workers:
|
|
worker.get() # re-raise error, if any
|
|
|
|
self.logger.info('{} segments in {}/{} backfilled'.format(len(workers), quality, hour))
|
|
hours_backfilled.labels(remote=self.node, channel=channel, quality=quality).inc()
|
|
|
|
|
|
def run(self):
|
|
self.logger.info('Starting')
|
|
failures = 0
|
|
|
|
while not self.stopping.is_set():
|
|
try:
|
|
self.logger.info('Starting backfill')
|
|
self.backfill()
|
|
self.logger.info('Backfill complete')
|
|
failures = 0 #reset failure count on a successful backfill
|
|
if not self.run_once:
|
|
self.stopping.wait(common.jitter(self.WAIT_INTERVAL))
|
|
|
|
except Exception:
|
|
if failures < MAX_BACKOFF:
|
|
failures += 1
|
|
delay = common.jitter(TIMEOUT * 2**failures)
|
|
self.logger.exception('Backfill failed. Retrying in {:.0f} s'.format(delay))
|
|
backfill_errors.labels(remote=self.node).inc()
|
|
self.stopping.wait(delay)
|
|
|
|
if self.run_once:
|
|
break
|
|
|
|
self.logger.info('Worker stopped')
|
|
self.done.set()
|
|
if self.node in self.manager.workers:
|
|
del self.manager.workers[self.node]
|
|
|
|
@argh.arg('channels', nargs='*', help='Channels to backfill from')
|
|
@argh.arg('--base-dir', help='Directory to which segments will be backfilled. Default is current working directory.')
|
|
@argh.arg('--qualities', help="Qualities of each channel to backfill. Comma seperated if multiple. Default is 'source'.")
|
|
@argh.arg('--metrics-port', help='Port for Prometheus stats. Default is 8002.')
|
|
@argh.arg('--static-nodes', help='Nodes to always backfill from. Comma seperated if multiple. By default empty.')
|
|
@argh.arg('--backdoor-port', help='Port for gevent.backdoor access. By default disabled.')
|
|
@argh.arg('--start', help='If a datetime only backfill hours after that datetime. If a number, bacfill hours more recent than that number of hours ago. If None (default), all hours are backfilled.')
|
|
@argh.arg('--delete-old', help='If True, delete hours older than start. By default False.')
|
|
@argh.arg('--run-once', help='If True, backfill only once. By default False.')
|
|
@argh.arg('--node-file', help="Name of file listing nodes to backfill from. One node per line in the form NAME URI with whitespace only lines or lines starting with '#' ignored. If None (default) do not get nodes from a file.")
|
|
@argh.arg('--node-database', help='Postgres conection string for database to fetch a list of nodes from. Either a space-separated list of key=value pairs, or a URI like: postgresql://USER:PASSWORD@HOST/DBNAME?KEY=VALUE . If None (default) do not get nodes from database.')
|
|
@argh.arg('--localhost', help='Name of local machine. Used to prevent backfilling from itself. By default the result of socket.gethostname()')
|
|
@argh.arg('--download-concurrency', help='Max number of concurrent segment downloads from a single node. Increasing this number may increase throughput but too high a value can overload the server or cause timeouts.')
|
|
@argh.arg('--recent-cutoff', help='Minimum age for a segment before we will backfill it, to prevent us backfilling segments we could have just downloaded ourselves instead. Expressed as number of seconds.')
|
|
def main(channels, base_dir='.', qualities='source', metrics_port=8002,
|
|
static_nodes='', backdoor_port=0, start=None, delete_old=False,
|
|
run_once=False, node_file=None, node_database=None,
|
|
localhost=socket.gethostname(), download_concurrency=5, recent_cutoff=120):
|
|
"""Backfiller service."""
|
|
|
|
qualities = qualities.split(',') if qualities else []
|
|
qualities = [quality.strip() for quality in qualities]
|
|
static_nodes = static_nodes.split(',') if static_nodes else []
|
|
static_nodes = [static_node.strip() for static_node in static_nodes]
|
|
|
|
if start is not None:
|
|
try:
|
|
start = float(start)
|
|
logging.info('Backfilling last {} hours'.format(start))
|
|
except ValueError:
|
|
start = dateutil.parse(start)
|
|
logging.info('Backfilling since {}'.format(start))
|
|
|
|
common.PromLogCountsHandler.install()
|
|
common.install_stacksampler()
|
|
prom.start_http_server(metrics_port)
|
|
|
|
logging.info('Starting backfilling {} with {} as qualities to {}'.format(', '.join(channels), ', '.join(qualities), base_dir))
|
|
manager = BackfillerManager(base_dir, channels, qualities, static_nodes,
|
|
start, delete_old, run_once, node_file, node_database,
|
|
localhost, download_concurrency, recent_cutoff)
|
|
|
|
def stop():
|
|
manager.stop()
|
|
|
|
gevent.signal(signal.SIGTERM, stop)
|
|
|
|
if backdoor_port:
|
|
gevent.backdoor.BackdoorServer(('127.0.0.1', backdoor_port), locals=locals()).start()
|
|
|
|
manager.run()
|
|
|
|
logging.info('Gracefully stopped')
|