harvester-d4science/ckanext/harvest/queue.py

366 lines
13 KiB
Python

import logging
import datetime
import json
import pika
from ckan.lib.base import config
from ckan.plugins import PluginImplementations
from ckan import model
from ckanext.harvest.model import HarvestJob, HarvestObject,HarvestGatherError
from ckanext.harvest.interfaces import IHarvester
log = logging.getLogger(__name__)
assert not log.disabled
__all__ = ['get_gather_publisher', 'get_gather_consumer', \
'get_fetch_publisher', 'get_fetch_consumer']
PORT = 5672
USERID = 'guest'
PASSWORD = 'guest'
HOSTNAME = 'localhost'
VIRTUAL_HOST = '/'
MQ_TYPE = 'amqp'
REDIS_PORT = 6379
REDIS_DB = 0
# settings for AMQP
EXCHANGE_TYPE = 'direct'
EXCHANGE_NAME = 'ckan.harvest'
def get_connection():
backend = config.get('ckan.harvest.mq.type', MQ_TYPE)
if backend in ('amqp', 'ampq'): # "ampq" is for compat with old typo
return get_connection_amqp()
if backend == 'redis':
return get_connection_redis()
raise Exception('not a valid queue type %s' % backend)
def get_connection_amqp():
try:
port = int(config.get('ckan.harvest.mq.port', PORT))
except ValueError:
port = PORT
userid = config.get('ckan.harvest.mq.user_id', USERID)
password = config.get('ckan.harvest.mq.password', PASSWORD)
hostname = config.get('ckan.harvest.mq.hostname', HOSTNAME)
virtual_host = config.get('ckan.harvest.mq.virtual_host', VIRTUAL_HOST)
credentials = pika.PlainCredentials(userid, password)
parameters = pika.ConnectionParameters(host=hostname,
port=port,
virtual_host=virtual_host,
credentials=credentials,
frame_max=10000)
log.debug("pika connection using %s" % parameters.__dict__)
return pika.BlockingConnection(parameters)
def get_connection_redis():
import redis
return redis.StrictRedis(host=config.get('ckan.harvest.mq.hostname', HOSTNAME),
port=int(config.get('ckan.harvest.mq.port', REDIS_PORT)),
db=int(config.get('ckan.harvest.mq.redis_db', REDIS_DB)))
def get_gather_queue_name():
return 'ckan.harvest.{0}.gather'.format(config.get('ckan.site_id',
'default'))
def get_fetch_queue_name():
return 'ckan.harvest.{0}.fetch'.format(config.get('ckan.site_id',
'default'))
def purge_queues():
backend = config.get('ckan.harvest.mq.type', MQ_TYPE)
connection = get_connection()
if backend in ('amqp', 'ampq'):
channel = connection.channel()
channel.queue_purge(queue=get_gather_queue_name())
channel.queue_purge(queue=get_fetch_queue_name())
return
if backend == 'redis':
connection.flushall()
def resubmit_jobs():
if config.get('ckan.harvest.mq.type') != 'redis':
return
redis = get_connection()
harvest_object_pending = redis.keys('harvest_object_id:*')
for key in harvest_object_pending:
date_of_key = datetime.datetime.strptime(redis.get(key),
"%Y-%m-%d %H:%M:%S.%f")
if (datetime.datetime.now() - date_of_key).seconds > 180: # 3 minuites for fetch and import max
redis.rpush('harvest_object_id',
json.dumps({'harvest_object_id': key.split(':')[-1]})
)
redis.delete(key)
harvest_jobs_pending = redis.keys('harvest_job_id:*')
for key in harvest_jobs_pending:
date_of_key = datetime.datetime.strptime(redis.get(key),
"%Y-%m-%d %H:%M:%S.%f")
if (datetime.datetime.now() - date_of_key).seconds > 7200: # 3 hours for a gather
redis.rpush('harvest_job_id',
json.dumps({'harvest_job_id': key.split(':')[-1]})
)
redis.delete(key)
class Publisher(object):
def __init__(self, connection, channel, exchange, routing_key):
self.connection = connection
self.channel = channel
self.exchange = exchange
self.routing_key = routing_key
def send(self, body, **kw):
return self.channel.basic_publish(self.exchange,
self.routing_key,
json.dumps(body),
properties=pika.BasicProperties(
delivery_mode = 2, # make message persistent
),
**kw)
def close(self):
self.connection.close()
class RedisPublisher(object):
def __init__(self, redis, routing_key):
self.redis = redis ## not used
self.routing_key = routing_key
def send(self, body, **kw):
value = json.dumps(body)
# remove if already there
if self.routing_key == 'harvest_job_id':
self.redis.lrem(self.routing_key, 0, value)
self.redis.rpush(self.routing_key, value)
def close(self):
return
def get_publisher(routing_key):
connection = get_connection()
backend = config.get('ckan.harvest.mq.type', MQ_TYPE)
if backend in ('amqp', 'ampq'):
channel = connection.channel()
channel.exchange_declare(exchange=EXCHANGE_NAME, durable=True)
return Publisher(connection,
channel,
EXCHANGE_NAME,
routing_key=routing_key)
if backend == 'redis':
return RedisPublisher(connection, routing_key)
class FakeMethod(object):
''' This is to act like the method returned by AMQP'''
def __init__(self, message):
self.delivery_tag = message
class RedisConsumer(object):
def __init__(self, redis, routing_key):
self.redis = redis
self.routing_key = routing_key
def consume(self, queue):
while True:
key, body = self.redis.blpop(self.routing_key)
self.redis.set(self.persistance_key(body),
str(datetime.datetime.now()))
yield (FakeMethod(body), self, body)
def persistance_key(self, message):
message = json.loads(message)
return self.routing_key + ':' + message[self.routing_key]
def basic_ack(self, message):
self.redis.delete(self.persistance_key(message))
def queue_purge(self, queue):
self.redis.flushall()
def basic_get(self, queue):
body = self.redis.lpop(self.routing_key)
return (FakeMethod(body), self, body)
def get_consumer(queue_name, routing_key):
connection = get_connection()
backend = config.get('ckan.harvest.mq.type', MQ_TYPE)
if backend in ('amqp', 'ampq'):
channel = connection.channel()
channel.exchange_declare(exchange=EXCHANGE_NAME, durable=True)
channel.queue_declare(queue=queue_name, durable=True)
channel.queue_bind(queue=queue_name, exchange=EXCHANGE_NAME, routing_key=routing_key)
return channel
if backend == 'redis':
return RedisConsumer(connection, routing_key)
def gather_callback(channel, method, header, body):
try:
id = json.loads(body)['harvest_job_id']
log.debug('Received harvest job id: %s' % id)
except KeyError:
log.error('No harvest job id received')
channel.basic_ack(method.delivery_tag)
return False
# Get a publisher for the fetch queue
publisher = get_fetch_publisher()
job = HarvestJob.get(id)
if not job:
log.error('Harvest job does not exist: %s' % id)
channel.basic_ack(method.delivery_tag)
return False
# Send the harvest job to the plugins that implement
# the Harvester interface, only if the source type
# matches
harvester_found = False
for harvester in PluginImplementations(IHarvester):
if harvester.info()['name'] == job.source.type:
harvester_found = True
# Get a list of harvest object ids from the plugin
job.gather_started = datetime.datetime.utcnow()
try:
harvest_object_ids = harvester.gather_stage(job)
except (Exception, KeyboardInterrupt):
channel.basic_ack(method.delivery_tag)
harvest_objects = model.Session.query(HarvestObject).filter_by(
harvest_job_id=job.id
)
for harvest_object in harvest_objects:
model.Session.delete(harvest_object)
model.Session.commit()
raise
finally:
job.gather_finished = datetime.datetime.utcnow()
job.save()
if not isinstance(harvest_object_ids, list):
log.error('Gather stage failed')
publisher.close()
channel.basic_ack(method.delivery_tag)
return False
if len(harvest_object_ids) == 0:
log.info('No harvest objects to fetch')
publisher.close()
channel.basic_ack(method.delivery_tag)
return False
log.debug('Received from plugin gather_stage: {0} objects (first: {1} last: {2})'.format(
len(harvest_object_ids), harvest_object_ids[:1], harvest_object_ids[-1:]))
for id in harvest_object_ids:
# Send the id to the fetch queue
publisher.send({'harvest_object_id':id})
log.debug('Sent {0} objects to the fetch queue'.format(len(harvest_object_ids)))
if not harvester_found:
msg = 'No harvester could be found for source type %s' % job.source.type
err = HarvestGatherError(message=msg,job=job)
err.save()
log.error(msg)
model.Session.remove()
publisher.close()
channel.basic_ack(method.delivery_tag)
def fetch_callback(channel, method, header, body):
try:
id = json.loads(body)['harvest_object_id']
log.info('Received harvest object id: %s' % id)
except KeyError:
log.error('No harvest object id received')
channel.basic_ack(method.delivery_tag)
return False
obj = HarvestObject.get(id)
if not obj:
log.error('Harvest object does not exist: %s' % id)
channel.basic_ack(method.delivery_tag)
return False
obj.retry_times += 1
obj.save()
if obj.retry_times >= 5:
obj.state = "ERROR"
obj.save()
log.error('Too many consecutive retries for object {0}'.format(obj.id))
channel.basic_ack(method.delivery_tag)
return False
# Send the harvest object to the plugins that implement
# the Harvester interface, only if the source type
# matches
for harvester in PluginImplementations(IHarvester):
if harvester.info()['name'] == obj.source.type:
fetch_and_import_stages(harvester, obj)
model.Session.remove()
channel.basic_ack(method.delivery_tag)
def fetch_and_import_stages(harvester, obj):
obj.fetch_started = datetime.datetime.utcnow()
obj.state = "FETCH"
obj.save()
success_fetch = harvester.fetch_stage(obj)
obj.fetch_finished = datetime.datetime.utcnow()
obj.save()
if success_fetch:
# If no errors where found, call the import method
obj.import_started = datetime.datetime.utcnow()
obj.state = "IMPORT"
obj.save()
success_import = harvester.import_stage(obj)
obj.import_finished = datetime.datetime.utcnow()
if success_import:
obj.state = "COMPLETE"
else:
obj.state = "ERROR"
obj.save()
else:
obj.state = "ERROR"
obj.save()
if obj.report_status:
return
if obj.state == 'ERROR':
obj.report_status = 'errored'
elif obj.current == False:
obj.report_status = 'deleted'
elif len(model.Session.query(HarvestObject)
.filter_by(package_id = obj.package_id)
.limit(2)
.all()) == 2:
obj.report_status = 'updated'
else:
obj.report_status = 'added'
obj.save()
def get_gather_consumer():
consumer = get_consumer(get_gather_queue_name(), 'harvest_job_id')
log.debug('Gather queue consumer registered')
return consumer
def get_fetch_consumer():
consumer = get_consumer(get_fetch_queue_name(), 'harvest_object_id')
log.debug('Fetch queue consumer registered')
return consumer
def get_gather_publisher():
return get_publisher('harvest_job_id')
def get_fetch_publisher():
return get_publisher('harvest_object_id')
# Get a publisher for the fetch queue
#fetch_publisher = get_fetch_publisher()