Add tool for migrating metric data from ceilometer's storage to gnocchi
Change-Id: I679c8a31864f88420f2e415ab032138c33a8bf56
This commit is contained in:
liusheng
liusheng
parent
3d965eee45
commit
1a2b90ffd6
@ -0,0 +1,7 @@
|
||||
---
|
||||
upgrade:
|
||||
- >
|
||||
Add a tool for migratinig metrics data from Ceilometer's native storage
|
||||
to Gnocchi. Since we have deprecated Ceilometer API and the Gnocchi will
|
||||
be the recommended metrics data storage backend.
|
||||
|
||||
193
tools/migrate_data_to_gnocchi.py
Executable file
193
tools/migrate_data_to_gnocchi.py
Executable file
@ -0,0 +1,193 @@
|
||||
#
|
||||
# Copyright 2017 Huawei Technologies Co.,LTD.
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License"); you may
|
||||
# not use this file except in compliance with the License. You may obtain
|
||||
# a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
|
||||
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
|
||||
# License for the specific language governing permissions and limitations
|
||||
# under the License.
|
||||
|
||||
"""Command line tool for migrating metrics data from ceilometer native
|
||||
storage backend to Gnocchi.
|
||||
|
||||
Usage:
|
||||
python migrate_data_to_gnocchi.py --native-metering-connection "mysql+pymysql:
|
||||
//root:password@127.0.0.1/ceilometer?charset=utf8"
|
||||
|
||||
NOTE:
|
||||
You may need to install *tqdm* python lib to support progress bar in migration.
|
||||
|
||||
"""
|
||||
|
||||
import sys
|
||||
|
||||
try:
|
||||
from tqdm import tqdm as progress_bar
|
||||
except ImportError:
|
||||
progress_bar = None
|
||||
|
||||
import argparse
|
||||
from oslo_config import cfg
|
||||
from oslo_db import options as db_options
|
||||
from oslo_log import log
|
||||
|
||||
from ceilometer.dispatcher import gnocchi
|
||||
from ceilometer import service
|
||||
from ceilometer import storage
|
||||
from ceilometer.storage import impl_mongodb
|
||||
from ceilometer.storage import impl_sqlalchemy
|
||||
from ceilometer.storage.mongo import utils as pymongo_utils
|
||||
from ceilometer import utils
|
||||
|
||||
|
||||
def get_parser():
|
||||
parser = argparse.ArgumentParser(
|
||||
description='For migrating metrics data from ceilometer built-in '
|
||||
'storage backends to Gnocchi.')
|
||||
parser.add_argument(
|
||||
'--native-metering-connection',
|
||||
required=True,
|
||||
help='The database connection url of native storage backend. '
|
||||
'e.g. mysql+pymysql://root:password@127.0.0.1/ceilometer?charset'
|
||||
'=utf8',
|
||||
)
|
||||
parser.add_argument(
|
||||
'--ceilometer-config-file',
|
||||
help="The config file of ceilometer, it is main used for gnocchi "
|
||||
"dispatcher to init gnocchiclient with the service credentials "
|
||||
"defined in the ceilometer config file. Default as "
|
||||
"/etc/ceilometer/ceilometer.conf",
|
||||
)
|
||||
parser.add_argument(
|
||||
'--log-file',
|
||||
default='gnocchi-data-migration.log',
|
||||
help="The log file to record messages during migration.", )
|
||||
parser.add_argument(
|
||||
'--batch-migration-size',
|
||||
default=300,
|
||||
help="The amount of samples that will be posted to gnocchi per batch",)
|
||||
parser.add_argument(
|
||||
'--start-timestamp',
|
||||
default=None,
|
||||
help="The stat timestamp of metrics data to be migrated, with ISO8601 "
|
||||
"format, e.g. 2016-01-25 11:58:00",
|
||||
)
|
||||
parser.add_argument(
|
||||
'--end-timestamp',
|
||||
default=None,
|
||||
help="The end timestamp of metrics data to be migrated, with ISO8601 "
|
||||
"format, e.g. 2017-01-25 11:58:00",
|
||||
)
|
||||
return parser
|
||||
|
||||
|
||||
def count_samples(storage_conn, start_timestamp=None, end_timestamp=None):
|
||||
if start_timestamp:
|
||||
start_timestamp = utils.sanitize_timestamp(start_timestamp)
|
||||
if start_timestamp:
|
||||
end_timestamp = utils.sanitize_timestamp(end_timestamp)
|
||||
if isinstance(storage_conn, impl_sqlalchemy.Connection):
|
||||
from ceilometer.storage.sqlalchemy import models
|
||||
session = storage_conn._engine_facade.get_session()
|
||||
query = session.query(models.Sample.id)
|
||||
if start_timestamp:
|
||||
query = query.filter(models.Sample.timestamp >= start_timestamp)
|
||||
if end_timestamp:
|
||||
query = query.filter(models.Sample.timestamp < end_timestamp)
|
||||
return query.count()
|
||||
elif isinstance(storage_conn, impl_mongodb.Connection):
|
||||
ts_range = pymongo_utils.make_timestamp_range(start_timestamp,
|
||||
end_timestamp)
|
||||
return storage_conn.db.meter.count(ts_range)
|
||||
else:
|
||||
print("Unsupported type of storage connection: %s" % storage_conn)
|
||||
sys.exit(1)
|
||||
|
||||
|
||||
def get_native_storage_conn(metering_connection):
|
||||
storage_conf = cfg.ConfigOpts()
|
||||
db_options.set_defaults(storage_conf)
|
||||
storage_conf.register_opts(storage.OPTS, 'database')
|
||||
storage_conf.set_override('metering_connection',
|
||||
metering_connection, 'database')
|
||||
storage_conn = storage.get_connection_from_config(storage_conf)
|
||||
return storage_conn
|
||||
|
||||
|
||||
def main():
|
||||
args = get_parser().parse_args()
|
||||
|
||||
storage_conn = get_native_storage_conn(args.native_metering_connection)
|
||||
total_amount = count_samples(storage_conn, args.start_timestamp,
|
||||
args.end_timestamp)
|
||||
print('%s samples will be migrated to Gnocchi.' % total_amount)
|
||||
|
||||
# NOTE: we need service credentials to init gnocchiclient
|
||||
config_file = ([args.ceilometer_config_file] if
|
||||
args.ceilometer_config_file else None)
|
||||
gnocchi_conf = service.prepare_service([], config_file)
|
||||
logger = log.getLogger()
|
||||
log_conf = cfg.ConfigOpts()
|
||||
log.register_options(log_conf)
|
||||
log_conf.set_override('log_file', args.log_file)
|
||||
log_conf.set_override('debug', True)
|
||||
log.setup(log_conf, 'ceilometer_migration')
|
||||
time_filters = []
|
||||
if args.start_timestamp:
|
||||
time_filters.append({">=": {'timestamp': args.start_timestamp}})
|
||||
if args.end_timestamp:
|
||||
time_filters.append({"<": {'timestamp': args.end_timestamp}})
|
||||
|
||||
gnocchi_dispatcher = gnocchi.GnocchiDispatcher(gnocchi_conf)
|
||||
|
||||
batch_size = args.batch_migration_size
|
||||
if total_amount == 'Unknown':
|
||||
total_amount = None
|
||||
orderby = [{"message_id": "asc"}]
|
||||
last_message_id = None
|
||||
migrated_amount = 0
|
||||
if progress_bar:
|
||||
pbar = progress_bar(total=total_amount, ncols=100, unit='samples')
|
||||
else:
|
||||
pbar = None
|
||||
while migrated_amount < total_amount:
|
||||
if time_filters and last_message_id:
|
||||
filter_expr = {
|
||||
'and': time_filters + [{">": {"message_id": last_message_id}}]}
|
||||
elif time_filters and not last_message_id:
|
||||
if len(time_filters) == 1:
|
||||
filter_expr = time_filters[0]
|
||||
else:
|
||||
filter_expr = {'and': time_filters}
|
||||
elif not time_filters and last_message_id:
|
||||
filter_expr = {">": {"message_id": last_message_id}}
|
||||
else:
|
||||
filter_expr = None
|
||||
samples = storage_conn.query_samples(
|
||||
filter_expr=filter_expr, orderby=orderby, limit=batch_size)
|
||||
samples = list(samples)
|
||||
if not samples:
|
||||
break
|
||||
last_message_id = samples[-1].message_id
|
||||
for sample in samples:
|
||||
logger.info('Migrating sample with message_id: %s, meter: %s, '
|
||||
'resource_id: %s' % (sample.message_id,
|
||||
sample.counter_name,
|
||||
sample.resource_id))
|
||||
samples_dict = [sample.as_dict() for sample in samples]
|
||||
gnocchi_dispatcher.record_metering_data(samples_dict)
|
||||
length = len(samples)
|
||||
migrated_amount += length
|
||||
if pbar:
|
||||
pbar.update(length)
|
||||
logger.info("=========== %s metrics data migration done ============" %
|
||||
total_amount)
|
||||
|
||||
if __name__ == '__main__':
|
||||
sys.exit(main())
|
||||
Loading…
Reference in New Issue
Block a user