monasca-persister/monasca_persister/repositories/influxdb/abstract_repository.py

77 lines
3.4 KiB
Python

# (C) Copyright 2016-2017 Hewlett Packard Enterprise Development LP
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
# implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import abc
import influxdb
from oslo_config import cfg
from monasca_persister.repositories import abstract_repository
from monasca_persister.repositories import data_points
DATABASE_NOT_FOUND_MSG = "database not found"
class AbstractInfluxdbRepository(abstract_repository.AbstractRepository, metaclass=abc.ABCMeta):
def __init__(self):
super(AbstractInfluxdbRepository, self).__init__()
self.conf = cfg.CONF
self._influxdb_client = influxdb.InfluxDBClient(
self.conf.influxdb.ip_address,
self.conf.influxdb.port,
self.conf.influxdb.user,
self.conf.influxdb.password)
if self.conf.influxdb.db_per_tenant:
self.data_points_class = data_points.DataPointsAsDict
else:
self.data_points_class = data_points.DataPointsAsList
def write_batch(self, data_points):
if self.conf.influxdb.db_per_tenant:
for tenant_id, tenant_data_points in data_points.items():
database = '%s_%s' % (self.conf.influxdb.database_name,
tenant_id)
self._write_batch(tenant_data_points, database)
else:
self._write_batch(data_points, self.conf.influxdb.database_name)
def _write_batch(self, data_points, database):
# NOTE (brtknr): Loop twice to ensure database is created if missing.
for retry in range(2):
try:
batch_size = self.conf.influxdb.batch_size
self._influxdb_client.write_points(data_points, 'ms',
protocol='line',
database=database,
batch_size=batch_size)
break
except influxdb.exceptions.InfluxDBClientError as ex:
# When a databse is not found, the returned exception resolves
# to: {"error":"database not found: \"test\""}
if DATABASE_NOT_FOUND_MSG in str(ex):
self._influxdb_client.create_database(database)
# NOTE (brtknr): Only apply default retention policy at
# database creation time so that existing policies are
# not overridden since administrators may want different
# retention policy per tenant.
hours = self.conf.influxdb.default_retention_hours
if hours > 0:
rp = '{}h'.format(hours)
default_rp = dict(database=database, default=True,
name=rp, duration=rp,
replication='1')
self._influxdb_client.create_retention_policy(**default_rp)
else:
raise