Tempo Coordinator K8S

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latest/edge 37 Yesterday
Ubuntu 22.04
juju deploy tempo-coordinator-k8s --channel edge
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charms.tempo_coordinator_k8s.v0.charm_tracing

This charm library contains utilities to instrument your Charm with opentelemetry tracing data collection.

(yes! charm code, not workload code!)

This means that, if your charm is related to, for example, COS' Tempo charm, you will be able to inspect in real time from the Grafana dashboard the execution flow of your charm.

Quickstart

Fetch the following charm libs (and ensure the minimum version/revision numbers are satisfied):

charmcraft fetch-lib charms.tempo_coordinator_k8s.v0.tracing  # >= 1.10
charmcraft fetch-lib charms.tempo_coordinator_k8s.v0.charm_tracing  # >= 2.7

Then edit your charm code to include:

# import the necessary charm libs
from charms.tempo_coordinator_k8s.v0.tracing import TracingEndpointRequirer, charm_tracing_config
from charms.tempo_coordinator_k8s.v0.charm_tracing import charm_tracing

# decorate your charm class with charm_tracing:
@charm_tracing(
    # forward-declare the instance attributes that the instrumentor will look up to obtain the
    # tempo endpoint and server certificate
    tracing_endpoint="tracing_endpoint",
    server_cert="server_cert"
)
class MyCharm(CharmBase):
    _path_to_cert = "/path/to/cert.crt"
    # path to cert file **in the charm container**. Its presence will be used to determine whether
    # the charm is ready to use tls for encrypting charm traces. If your charm does not support tls,
    # you can ignore this and pass None to charm_tracing_config.
    # If you do support TLS, you'll need to make sure that the server cert is copied to this location
    # and kept up to date so the instrumentor can use it.

    def __init__(self, ...):
        ...
        self.tracing = TracingEndpointRequirer(self, ...)
        self.tracing_endpoint, self.server_cert = charm_tracing_config(self.tracing, self._path_to_cert)

Detailed usage

To use this library, you need to do two things:

  1. decorate your charm class with

@trace_charm(tracing_endpoint="my_tracing_endpoint")

  1. add to your charm a "my_tracing_endpoint" (you can name this attribute whatever you like) property, method or instance attribute that returns an otlp http/https endpoint url. If you are using the charms.tempo_coordinator_k8s.v0.tracing.TracingEndpointRequirer as self.tracing = TracingEndpointRequirer(self), the implementation could be:
    @property
    def my_tracing_endpoint(self) -> Optional[str]:
        '''Tempo endpoint for charm tracing'''
        if self.tracing.is_ready():
            return self.tracing.get_endpoint("otlp_http")
        else:
            return None

At this point your charm will be automatically instrumented so that:

  • charm execution starts a trace, containing
    • every event as a span (including custom events)
    • every charm method call (except dunders) as a span

We recommend that you scale up your tracing provider and relate it to an ingress so that your tracing requests go through the ingress and get load balanced across all units. Otherwise, if the provider's leader goes down, your tracing goes down.

TLS support

If your charm integrates with a TLS provider which is also trusted by the tracing provider (the Tempo charm), you can configure charm_tracing to use TLS by passing a server_cert parameter to the decorator.

If your charm is not trusting the same CA as the Tempo endpoint it is sending traces to, you'll need to implement a cert-transfer relation to obtain the CA certificate from the same CA that Tempo is using.

For example:

from charms.tempo_coordinator_k8s.v0.charm_tracing import trace_charm
@trace_charm(
    tracing_endpoint="my_tracing_endpoint",
    server_cert="_server_cert"
)
class MyCharm(CharmBase):
    self._server_cert = "/path/to/server.crt"
    ...

    def on_tls_changed(self, e) -> Optional[str]:
        # update the server cert on the charm container for charm tracing
        Path(self._server_cert).write_text(self.get_server_cert())

    def on_tls_broken(self, e) -> Optional[str]:
        # remove the server cert so charm_tracing won't try to use tls anymore
        Path(self._server_cert).unlink()
More fine-grained manual instrumentation

if you wish to add more spans to the trace, you can do so by getting a hold of the tracer like so:

import opentelemetry
...
def get_tracer(self) -> opentelemetry.trace.Tracer:
    return opentelemetry.trace.get_tracer(type(self).__name__)

By default, the tracer is named after the charm type. If you wish to override that, you can pass a different service_name argument to trace_charm.

See the official opentelemetry Python SDK documentation for usage: https://opentelemetry-python.readthedocs.io/en/latest/

Caching traces

The trace_charm machinery will buffer any traces collected during charm execution and store them to a file on the charm container until a tracing backend becomes available. At that point, it will flush them to the tracing receiver.

By default, the buffer is configured to start dropping old traces if any of these conditions apply:

  • the storage size exceeds 10 MiB
  • the number of buffered events exceeds 100

You can configure this by, for example:

@trace_charm(
    tracing_endpoint="my_tracing_endpoint",
    server_cert="_server_cert",
    # only cache up to 42 events
    buffer_max_events=42,
    # only cache up to 42 MiB
    buffer_max_size_mib=42,  # minimum 10!
)
class MyCharm(CharmBase):
    ...

Note that setting buffer_max_events to 0 will effectively disable the buffer.

The path of the buffer file is by default in the charm's execution root, which for k8s charms means that in case of pod churn, the cache will be lost. The recommended solution is to use an existing storage (or add a new one) such as:

storage:
  data:
    type: filesystem
    location: /charm-traces

and then configure the @trace_charm decorator to use it as path for storing the buffer:

@trace_charm(
    tracing_endpoint="my_tracing_endpoint",
    server_cert="_server_cert",
    # store traces to a PVC so they're not lost on pod restart.
    buffer_path="/charm-traces/buffer.file",
)
class MyCharm(CharmBase):
    ...
Upgrading from v0

If you are upgrading from charm_tracing v0, you need to take the following steps (assuming you already have the newest version of the library in your charm):

  1. If you need the dependency for your tests, add the following dependency to your charm project (or, if your project had a dependency on opentelemetry-exporter-otlp-proto-grpc only because of charm_tracing v0, you can replace it with):

opentelemetry-exporter-otlp-proto-http>=1.21.0.

  1. Update the charm method referenced to from @trace and @trace_charm, to return from TracingEndpointRequirer.get_endpoint("otlp_http") instead of grpc_http. For example:
    from charms.tempo_coordinator_k8s.v0.charm_tracing import trace_charm

    @trace_charm(
        tracing_endpoint="my_tracing_endpoint",
    )
    class MyCharm(CharmBase):

    ...

        @property
        def my_tracing_endpoint(self) -> Optional[str]:
            '''Tempo endpoint for charm tracing'''
            if self.tracing.is_ready():
                return self.tracing.otlp_grpc_endpoint() #  OLD API, DEPRECATED.
            else:
                return None

needs to be replaced with:

    from charms.tempo_coordinator_k8s.v0.charm_tracing import trace_charm

    @trace_charm(
        tracing_endpoint="my_tracing_endpoint",
    )
    class MyCharm(CharmBase):

    ...

        @property
        def my_tracing_endpoint(self) -> Optional[str]:
            '''Tempo endpoint for charm tracing'''
            if self.tracing.is_ready():
                return self.tracing.get_endpoint("otlp_http")  # NEW API, use this.
            else:
                return None
  1. If you were passing a certificate (str) using server_cert, you need to change it to provide an absolute path to the certificate file instead.

def is_enabled()

Description

Whether charm tracing is enabled. None

def charm_tracing_disabled()

Contextmanager to temporarily disable charm tracing.

Description

For usage in tests.

def get_current_span()

Return the currently active Span, if there is one, else None.

Description

If you'd rather keep your logic unconditional, you can use opentelemetry.trace.get_current_span, which will return an object that behaves like a span but records no data.

class TracingError

Description

Base class for errors raised by this module. None

class UntraceableObjectError

Description

Raised when an object you're attempting to instrument cannot be autoinstrumented. None

def trace_charm(
    tracing_endpoint: str,
    server_cert,
    service_name,
    extra_types,
    buffer_max_events: int,
    buffer_max_size_mib: int,
    buffer_path
)

Autoinstrument the decorated charm with tracing telemetry.

Arguments

tracing_endpoint

name of a method, property or attribute on the charm type that returns an optional (fully resolvable) tempo url to which the charm traces will be pushed. If None, tracing will be effectively disabled.

server_cert

name of a method, property or attribute on the charm type that returns an optional absolute path to a CA certificate file to be used when sending traces to a remote server. If it returns None, an insecure connection will be used. To avoid errors in transient situations where the endpoint is already https but there is no certificate on disk yet, it is recommended to disable tracing (by returning None from the tracing_endpoint) altogether until the cert has been written to disk.

service_name

service name tag to attach to all traces generated by this charm. Defaults to the juju application name this charm is deployed under.

extra_types

pass any number of types that you also wish to autoinstrument. For example, charm libs, relation endpoint wrappers, workload abstractions, ...

buffer_max_events

max number of events to save in the buffer. Set to 0 to disable buffering.

buffer_max_size_mib

max size of the buffer file. When exceeded, spans will be dropped. Minimum 10MiB.

buffer_path

path to buffer file to use for saving buffered spans.

Description

Use this function to get out-of-the-box traces for all events emitted on this charm and all method calls on instances of this class.

Usage:

from charms.tempo_coordinator_k8s.v0.charm_tracing import trace_charm from charms.tempo_coordinator_k8s.v0.tracing import TracingEndpointRequirer from ops import CharmBase

@trace_charm( tracing_endpoint="tempo_otlp_http_endpoint", ) class MyCharm(CharmBase):

def __init__(self, framework: Framework):
    ...
    self.tracing = TracingEndpointRequirer(self)

@property
def tempo_otlp_http_endpoint(self) -> Optional[str]:
    if self.tracing.is_ready():
        return self.tracing.otlp_http_endpoint()
    else:
        return None

Methods

def trace_type(cls: _T)

Set up tracing on this class.

Description

Use this decorator to get out-of-the-box traces for all method calls on instances of this class. It assumes that this class is only instantiated after a charm type decorated with @trace_charm has been instantiated.

def trace_method(
    method: _F,
    name
)

Trace this method.

Description

A span will be opened when this method is called and closed when it returns.

def trace_function(
    function: _F,
    name
)

Trace this function.

Description

A span will be opened when this function is called and closed when it returns.

def trace(obj)

Trace this object and send the resulting spans to Tempo.

Description

It will dispatch to trace_type if the decorated object is a class, otherwise trace_function.