osprofiler/osprofiler/drivers/redis_driver.py

206 lines
8.1 KiB
Python

# Copyright 2016 Mirantis Inc.
# Copyright 2016 IBM Corporation.
# All Rights Reserved.
#
# 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.
from urllib import parse as parser
from debtcollector import removals
from oslo_config import cfg
from oslo_serialization import jsonutils
from osprofiler.drivers import base
from osprofiler import exc
class Redis(base.Driver):
@removals.removed_kwarg("db", message="'db' parameter is deprecated "
"and will be removed in future. "
"Please specify 'db' in "
"'connection_string' instead.")
def __init__(self, connection_str, db=0, project=None,
service=None, host=None, conf=cfg.CONF, **kwargs):
"""Redis driver for OSProfiler."""
super(Redis, self).__init__(connection_str, project=project,
service=service, host=host,
conf=conf, **kwargs)
try:
from redis import StrictRedis
except ImportError:
raise exc.CommandError(
"To use OSProfiler with Redis driver, "
"please install `redis` library. "
"To install with pip:\n `pip install redis`.")
# only connection over network is supported with schema
# redis://[:password]@host[:port][/db]
self.db = StrictRedis.from_url(self.connection_str)
self.namespace_opt = "osprofiler_opt:"
self.namespace = "osprofiler:" # legacy
self.namespace_error = "osprofiler_error:"
@classmethod
def get_name(cls):
return "redis"
def notify(self, info):
"""Send notifications to Redis.
:param info: Contains information about trace element.
In payload dict there are always 3 ids:
"base_id" - uuid that is common for all notifications
related to one trace. Used to simplify
retrieving of all trace elements from
Redis.
"parent_id" - uuid of parent element in trace
"trace_id" - uuid of current element in trace
With parent_id and trace_id it's quite simple to build
tree of trace elements, which simplify analyze of trace.
"""
data = info.copy()
data["project"] = self.project
data["service"] = self.service
key = self.namespace_opt + data["base_id"]
self.db.lpush(key, jsonutils.dumps(data))
if (self.filter_error_trace
and data.get("info", {}).get("etype") is not None):
self.notify_error_trace(data)
def notify_error_trace(self, data):
"""Store base_id and timestamp of error trace to a separate key."""
key = self.namespace_error + data["base_id"]
value = jsonutils.dumps({
"base_id": data["base_id"],
"timestamp": data["timestamp"]
})
self.db.set(key, value)
def list_traces(self, fields=None):
"""Query all traces from the storage.
:param fields: Set of trace fields to return. Defaults to 'base_id'
and 'timestamp'
:return List of traces, where each trace is a dictionary containing
at least `base_id` and `timestamp`.
"""
fields = set(fields or self.default_trace_fields)
# first get legacy events
result = self._list_traces_legacy(fields)
# with optimized schema trace events are stored in a list
ids = self.db.scan_iter(match=self.namespace_opt + "*")
for i in ids:
# for each trace query the first event to have a timestamp
first_event = jsonutils.loads(self.db.lindex(i, 1))
result.append({key: value for key, value in first_event.items()
if key in fields})
return result
def _list_traces_legacy(self, fields):
# With current schema every event is stored under its own unique key
# To query all traces we first need to get all keys, then
# get all events, sort them and pick up only the first one
ids = self.db.scan_iter(match=self.namespace + "*")
traces = [jsonutils.loads(self.db.get(i)) for i in ids]
traces.sort(key=lambda x: x["timestamp"])
seen_ids = set()
result = []
for trace in traces:
if trace["base_id"] not in seen_ids:
seen_ids.add(trace["base_id"])
result.append({key: value for key, value in trace.items()
if key in fields})
return result
def list_error_traces(self):
"""Returns all traces that have error/exception."""
ids = self.db.scan_iter(match=self.namespace_error + "*")
traces = [jsonutils.loads(self.db.get(i)) for i in ids]
traces.sort(key=lambda x: x["timestamp"])
seen_ids = set()
result = []
for trace in traces:
if trace["base_id"] not in seen_ids:
seen_ids.add(trace["base_id"])
result.append(trace)
return result
def get_report(self, base_id):
"""Retrieves and parses notification from Redis.
:param base_id: Base id of trace elements.
"""
def iterate_events():
for key in self.db.scan_iter(
match=self.namespace + base_id + "*"): # legacy
yield self.db.get(key)
for event in self.db.lrange(self.namespace_opt + base_id, 0, -1):
yield event
for data in iterate_events():
n = jsonutils.loads(data)
trace_id = n["trace_id"]
parent_id = n["parent_id"]
name = n["name"]
project = n["project"]
service = n["service"]
host = n["info"]["host"]
timestamp = n["timestamp"]
self._append_results(trace_id, parent_id, name, project, service,
host, timestamp, n)
return self._parse_results()
class RedisSentinel(Redis, base.Driver):
@removals.removed_kwarg("db", message="'db' parameter is deprecated "
"and will be removed in future. "
"Please specify 'db' in "
"'connection_string' instead.")
def __init__(self, connection_str, db=0, project=None,
service=None, host=None, conf=cfg.CONF, **kwargs):
"""Redis driver for OSProfiler."""
super(RedisSentinel, self).__init__(connection_str, project=project,
service=service, host=host,
conf=conf, **kwargs)
try:
from redis.sentinel import Sentinel
except ImportError:
raise exc.CommandError(
"To use this command, you should install "
"'redis' manually. Use command:\n "
"'pip install redis'.")
self.conf = conf
socket_timeout = self.conf.profiler.socket_timeout
parsed_url = parser.urlparse(self.connection_str)
sentinel = Sentinel([(parsed_url.hostname, int(parsed_url.port))],
password=parsed_url.password,
socket_timeout=socket_timeout)
self.db = sentinel.master_for(self.conf.profiler.sentinel_service_name,
socket_timeout=socket_timeout)
@classmethod
def get_name(cls):
return "redissentinel"