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MatrixSynapse/synapse/logging/opentracing.py

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# -*- coding: utf-8 -*-
# Copyright 2019 The Matrix.org Foundation C.I.C.
#
# 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.
# NOTE
# This is a small wrapper around opentracing because opentracing is not currently
# packaged downstream (specifically debian). Since opentracing instrumentation is
# fairly invasive it was awkward to make it optional. As a result we opted to encapsulate
# all opentracing state in these methods which effectively noop if opentracing is
# not present. We should strongly consider encouraging the downstream distributers
# to package opentracing and making opentracing a full dependency. In order to facilitate
# this move the methods have work very similarly to opentracing's and it should only
# be a matter of few regexes to move over to opentracing's access patterns proper.
"""
============================
Using OpenTracing in Synapse
============================
Python-specific tracing concepts are at https://opentracing.io/guides/python/.
Note that Synapse wraps OpenTracing in a small module (this one) in order to make the
OpenTracing dependency optional. That means that the access patterns are
different to those demonstrated in the OpenTracing guides. However, it is
still useful to know, especially if OpenTracing is included as a full dependency
in the future or if you are modifying this module.
OpenTracing is encapsulated so that
no span objects from OpenTracing are exposed in Synapse's code. This allows
OpenTracing to be easily disabled in Synapse and thereby have OpenTracing as
an optional dependency. This does however limit the number of modifiable spans
at any point in the code to one. From here out references to `opentracing`
in the code snippets refer to the Synapses module.
Tracing
-------
In Synapse it is not possible to start a non-active span. Spans can be started
using the ``start_active_span`` method. This returns a scope (see
OpenTracing docs) which is a context manager that needs to be entered and
exited. This is usually done by using ``with``.
.. code-block:: python
from synapse.logging.opentracing import start_active_span
with start_active_span("operation name"):
# Do something we want to tracer
Forgetting to enter or exit a scope will result in some mysterious and grievous log
context errors.
At anytime where there is an active span ``opentracing.set_tag`` can be used to
set a tag on the current active span.
Tracing functions
-----------------
Functions can be easily traced using decorators. There is a decorator for
'normal' function and for functions which are actually deferreds. The name of
the function becomes the operation name for the span.
.. code-block:: python
from synapse.logging.opentracing import trace, trace_deferred
# Start a span using 'normal_function' as the operation name
@trace
def normal_function(*args, **kwargs):
# Does all kinds of cool and expected things
return something_usual_and_useful
# Start a span using 'deferred_function' as the operation name
@trace_deferred
@defer.inlineCallbacks
def deferred_function(*args, **kwargs):
# We start
yield we_wait
# we finish
return something_usual_and_useful
Operation names can be explicitly set for functions by using
``trace_using_operation_name`` and
``trace_deferred_using_operation_name``
.. code-block:: python
from synapse.logging.opentracing import (
trace_using_operation_name,
trace_deferred_using_operation_name
)
@trace_using_operation_name("A *much* better operation name")
def normal_function(*args, **kwargs):
# Does all kinds of cool and expected things
return something_usual_and_useful
@trace_deferred_using_operation_name("Another exciting operation name!")
@defer.inlineCallbacks
def deferred_function(*args, **kwargs):
# We start
yield we_wait
# we finish
return something_usual_and_useful
Contexts and carriers
---------------------
There are a selection of wrappers for injecting and extracting contexts from
carriers provided. Unfortunately OpenTracing's three context injection
techniques are not adequate for our inject of OpenTracing span-contexts into
Twisted's http headers, EDU contents and our database tables. Also note that
the binary encoding format mandated by OpenTracing is not actually implemented
by jaeger_client v4.0.0 - it will silently noop.
Please refer to the end of ``logging/opentracing.py`` for the available
injection and extraction methods.
Homeserver whitelisting
-----------------------
Most of the whitelist checks are encapsulated in the modules's injection
and extraction method but be aware that using custom carriers or crossing
unchartered waters will require the enforcement of the whitelist.
``logging/opentracing.py`` has a ``whitelisted_homeserver`` method which takes
in a destination and compares it to the whitelist.
=======
Gotchas
=======
- Checking whitelists on span propagation
- Inserting pii
- Forgetting to enter or exit a scope
- Span source: make sure that the span you expect to be active across a
function call really will be that one. Does the current function have more
than one caller? Will all of those calling functions have be in a context
with an active span?
"""
import contextlib
import inspect
import logging
import re
from functools import wraps
from canonicaljson import json
from twisted.internet import defer
from synapse.config import ConfigError
try:
import opentracing
except ImportError:
opentracing = None
try:
from jaeger_client import Config as JaegerConfig
from synapse.logging.scopecontextmanager import LogContextScopeManager
except ImportError:
JaegerConfig = None
LogContextScopeManager = None
logger = logging.getLogger(__name__)
# Block everything by default
# A regex which matches the server_names to expose traces for.
# None means 'block everything'.
_homeserver_whitelist = None
# Util methods
def only_if_tracing(func):
"""Executes the function only if we're tracing. Otherwise return.
Assumes the function wrapped may return None"""
@wraps(func)
def _only_if_tracing_inner(*args, **kwargs):
if opentracing:
return func(*args, **kwargs)
else:
return
return _only_if_tracing_inner
@contextlib.contextmanager
def _noop_context_manager(*args, **kwargs):
"""Does exactly what it says on the tin"""
yield
# Setup
def init_tracer(config):
"""Set the whitelists and initialise the JaegerClient tracer
Args:
config (HomeserverConfig): The config used by the homeserver
"""
global opentracing
if not config.opentracer_enabled:
# We don't have a tracer
opentracing = None
return
if not opentracing or not JaegerConfig:
raise ConfigError(
"The server has been configured to use opentracing but opentracing is not "
"installed."
)
# Include the worker name
name = config.worker_name if config.worker_name else "master"
# Pull out the jaeger config if it was given. Otherwise set it to something sensible.
# See https://github.com/jaegertracing/jaeger-client-python/blob/master/jaeger_client/config.py
set_homeserver_whitelist(config.opentracer_whitelist)
JaegerConfig(
config=config.jaeger_config,
service_name="{} {}".format(config.server_name, name),
scope_manager=LogContextScopeManager(config),
).initialize_tracer()
# Set up tags to be opentracing's tags
global tags
tags = opentracing.tags
# Whitelisting
@only_if_tracing
def set_homeserver_whitelist(homeserver_whitelist):
"""Sets the homeserver whitelist
Args:
homeserver_whitelist (Iterable[str]): regex of whitelisted homeservers
"""
global _homeserver_whitelist
if homeserver_whitelist:
# Makes a single regex which accepts all passed in regexes in the list
_homeserver_whitelist = re.compile(
"({})".format(")|(".join(homeserver_whitelist))
)
@only_if_tracing
def whitelisted_homeserver(destination):
"""Checks if a destination matches the whitelist
Args:
destination (str)
"""
_homeserver_whitelist
if _homeserver_whitelist:
return _homeserver_whitelist.match(destination)
return False
# Start spans and scopes
# Could use kwargs but I want these to be explicit
def start_active_span(
operation_name,
child_of=None,
references=None,
tags=None,
start_time=None,
ignore_active_span=False,
finish_on_close=True,
):
"""Starts an active opentracing span. Note, the scope doesn't become active
until it has been entered, however, the span starts from the time this
message is called.
Args:
See opentracing.tracer
Returns:
scope (Scope) or noop_context_manager
"""
if opentracing is None:
return _noop_context_manager()
else:
# We need to enter the scope here for the logcontext to become active
return opentracing.tracer.start_active_span(
operation_name,
child_of=child_of,
references=references,
tags=tags,
start_time=start_time,
ignore_active_span=ignore_active_span,
finish_on_close=finish_on_close,
)
def start_active_span_follows_from(operation_name, contexts):
if opentracing is None:
return _noop_context_manager()
else:
references = [opentracing.follows_from(context) for context in contexts]
scope = start_active_span(operation_name, references=references)
return scope
def start_active_span_from_context(
headers,
operation_name,
references=None,
tags=None,
start_time=None,
ignore_active_span=False,
finish_on_close=True,
):
"""
Extracts a span context from Twisted Headers.
args:
headers (twisted.web.http_headers.Headers)
For the other args see opentracing.tracer
returns:
span_context (opentracing.span.SpanContext)
"""
# Twisted encodes the values as lists whereas opentracing doesn't.
# So, we take the first item in the list.
# Also, twisted uses byte arrays while opentracing expects strings.
if opentracing is None:
return _noop_context_manager()
header_dict = {k.decode(): v[0].decode() for k, v in headers.getAllRawHeaders()}
context = opentracing.tracer.extract(opentracing.Format.HTTP_HEADERS, header_dict)
return opentracing.tracer.start_active_span(
operation_name,
child_of=context,
references=references,
tags=tags,
start_time=start_time,
ignore_active_span=ignore_active_span,
finish_on_close=finish_on_close,
)
def start_active_span_from_edu(
edu_content,
operation_name,
references=[],
tags=None,
start_time=None,
ignore_active_span=False,
finish_on_close=True,
):
"""
Extracts a span context from an edu and uses it to start a new active span
Args:
edu_content (dict): and edu_content with a `context` field whose value is
canonical json for a dict which contains opentracing information.
For the other args see opentracing.tracer
"""
if opentracing is None:
return _noop_context_manager()
carrier = json.loads(edu_content.get("context", "{}")).get("opentracing", {})
context = opentracing.tracer.extract(opentracing.Format.TEXT_MAP, carrier)
_references = [
opentracing.child_of(span_context_from_string(x))
for x in carrier.get("references", [])
]
# For some reason jaeger decided not to support the visualization of multiple parent
# spans or explicitely show references. I include the span context as a tag here as
# an aid to people debugging but it's really not an ideal solution.
references += _references
scope = opentracing.tracer.start_active_span(
operation_name,
child_of=context,
references=references,
tags=tags,
start_time=start_time,
ignore_active_span=ignore_active_span,
finish_on_close=finish_on_close,
)
scope.span.set_tag("references", carrier.get("references", []))
return scope
# Opentracing setters for tags, logs, etc
@only_if_tracing
def set_tag(key, value):
"""Sets a tag on the active span"""
opentracing.tracer.active_span.set_tag(key, value)
@only_if_tracing
def log_kv(key_values, timestamp=None):
"""Log to the active span"""
opentracing.tracer.active_span.log_kv(key_values, timestamp)
@only_if_tracing
def set_operation_name(operation_name):
"""Sets the operation name of the active span"""
opentracing.tracer.active_span.set_operation_name(operation_name)
# Injection and extraction
@only_if_tracing
def inject_active_span_twisted_headers(headers, destination):
"""
Injects a span context into twisted headers in-place
Args:
headers (twisted.web.http_headers.Headers)
span (opentracing.Span)
Returns:
In-place modification of headers
Note:
The headers set by the tracer are custom to the tracer implementation which
should be unique enough that they don't interfere with any headers set by
synapse or twisted. If we're still using jaeger these headers would be those
here:
https://github.com/jaegertracing/jaeger-client-python/blob/master/jaeger_client/constants.py
"""
if not whitelisted_homeserver(destination):
return
span = opentracing.tracer.active_span
carrier = {}
opentracing.tracer.inject(span, opentracing.Format.HTTP_HEADERS, carrier)
for key, value in carrier.items():
headers.addRawHeaders(key, value)
@only_if_tracing
def inject_active_span_byte_dict(headers, destination):
"""
Injects a span context into a dict where the headers are encoded as byte
strings
Args:
headers (dict)
span (opentracing.Span)
Returns:
In-place modification of headers
Note:
The headers set by the tracer are custom to the tracer implementation which
should be unique enough that they don't interfere with any headers set by
synapse or twisted. If we're still using jaeger these headers would be those
here:
https://github.com/jaegertracing/jaeger-client-python/blob/master/jaeger_client/constants.py
"""
if not whitelisted_homeserver(destination):
return
span = opentracing.tracer.active_span
carrier = {}
opentracing.tracer.inject(span, opentracing.Format.HTTP_HEADERS, carrier)
for key, value in carrier.items():
headers[key.encode()] = [value.encode()]
@only_if_tracing
def inject_active_span_text_map(carrier, destination=None):
"""
Injects a span context into a dict
Args:
carrier (dict)
destination (str): the name of the remote server. The span context
will only be injected if the destination matches the homeserver_whitelist
or destination is None.
Returns:
In-place modification of carrier
Note:
The headers set by the tracer are custom to the tracer implementation which
should be unique enough that they don't interfere with any headers set by
synapse or twisted. If we're still using jaeger these headers would be those
here:
https://github.com/jaegertracing/jaeger-client-python/blob/master/jaeger_client/constants.py
"""
if destination and not whitelisted_homeserver(destination):
return
opentracing.tracer.inject(
opentracing.tracer.active_span, opentracing.Format.TEXT_MAP, carrier
)
def active_span_context_as_string():
"""
Returns:
The active span context encoded as a string.
"""
carrier = {}
if opentracing:
opentracing.tracer.inject(
opentracing.tracer.active_span, opentracing.Format.TEXT_MAP, carrier
)
return json.dumps(carrier)
@only_if_tracing
def span_context_from_string(carrier):
"""
Returns:
The active span context decoded from a string.
"""
carrier = json.loads(carrier)
return opentracing.tracer.extract(opentracing.Format.TEXT_MAP, carrier)
@only_if_tracing
def extract_text_map(carrier):
"""
Wrapper method for opentracing's tracer.extract for TEXT_MAP.
Args:
carrier (dict): a dict possibly containing a span context.
Returns:
The active span context extracted from carrier.
"""
return opentracing.tracer.extract(opentracing.Format.TEXT_MAP, carrier)
# Tracing decorators
def trace(func):
"""
Decorator to trace a function.
Sets the operation name to that of the function's.
"""
if opentracing is None:
return func
@wraps(func)
def _trace_inner(self, *args, **kwargs):
if opentracing is None:
return func(self, *args, **kwargs)
scope = start_active_span(func.__name__)
scope.__enter__()
try:
result = func(self, *args, **kwargs)
if isinstance(result, defer.Deferred):
def call_back(result):
scope.__exit__(None, None, None)
return result
def err_back(result):
scope.span.set_tag(tags.ERROR, True)
scope.__exit__(None, None, None)
return result
result.addCallbacks(call_back, err_back)
else:
scope.__exit__(None, None, None)
return result
except Exception as e:
scope.__exit__(type(e), None, e.__traceback__)
raise
return _trace_inner
def trace_using_operation_name(operation_name):
"""Decorator to trace a function. Explicitely sets the operation_name."""
def trace(func):
"""
Decorator to trace a function.
Sets the operation name to that of the function's.
"""
if opentracing is None:
return func
@wraps(func)
def _trace_inner(self, *args, **kwargs):
if opentracing is None:
return func(self, *args, **kwargs)
scope = start_active_span(operation_name)
scope.__enter__()
try:
result = func(self, *args, **kwargs)
if isinstance(result, defer.Deferred):
def call_back(result):
scope.__exit__(None, None, None)
return result
def err_back(result):
scope.span.set_tag(tags.ERROR, True)
scope.__exit__(None, None, None)
return result
result.addCallbacks(call_back, err_back)
else:
scope.__exit__(None, None, None)
return result
except Exception as e:
scope.__exit__(type(e), None, e.__traceback__)
raise
return _trace_inner
return trace
def tag_args(func):
"""
Tags all of the args to the active span.
"""
if not opentracing:
return func
@wraps(func)
def _tag_args_inner(self, *args, **kwargs):
argspec = inspect.getargspec(func)
for i, arg in enumerate(argspec.args[1:]):
set_tag("ARG_" + arg, args[i])
set_tag("args", args[len(argspec.args) :])
set_tag("kwargs", kwargs)
return func(self, *args, **kwargs)
return _tag_args_inner
def trace_servlet(servlet_name, func):
"""Decorator which traces a serlet. It starts a span with some servlet specific
tags such as the servlet_name and request information"""
if not opentracing:
return func
@wraps(func)
@defer.inlineCallbacks
def _trace_servlet_inner(request, *args, **kwargs):
with start_active_span(
"incoming-client-request",
tags={
"request_id": request.get_request_id(),
tags.SPAN_KIND: tags.SPAN_KIND_RPC_SERVER,
tags.HTTP_METHOD: request.get_method(),
tags.HTTP_URL: request.get_redacted_uri(),
tags.PEER_HOST_IPV6: request.getClientIP(),
"servlet_name": servlet_name,
},
):
result = yield defer.maybeDeferred(func, request, *args, **kwargs)
return result
return _trace_servlet_inner
# Helper class
class _DummyTagNames(object):
"""wrapper of opentracings tags. We need to have them if we
want to reference them without opentracing around. Clearly they
should never actually show up in a trace. `set_tags` overwrites
these with the correct ones."""
INVALID_TAG = "invalid-tag"
COMPONENT = INVALID_TAG
DATABASE_INSTANCE = INVALID_TAG
DATABASE_STATEMENT = INVALID_TAG
DATABASE_TYPE = INVALID_TAG
DATABASE_USER = INVALID_TAG
ERROR = INVALID_TAG
HTTP_METHOD = INVALID_TAG
HTTP_STATUS_CODE = INVALID_TAG
HTTP_URL = INVALID_TAG
MESSAGE_BUS_DESTINATION = INVALID_TAG
PEER_ADDRESS = INVALID_TAG
PEER_HOSTNAME = INVALID_TAG
PEER_HOST_IPV4 = INVALID_TAG
PEER_HOST_IPV6 = INVALID_TAG
PEER_PORT = INVALID_TAG
PEER_SERVICE = INVALID_TAG
SAMPLING_PRIORITY = INVALID_TAG
SERVICE = INVALID_TAG
SPAN_KIND = INVALID_TAG
SPAN_KIND_CONSUMER = INVALID_TAG
SPAN_KIND_PRODUCER = INVALID_TAG
SPAN_KIND_RPC_CLIENT = INVALID_TAG
SPAN_KIND_RPC_SERVER = INVALID_TAG
tags = _DummyTagNames
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