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apacheGH-31809: [Docs] Add instructions on how to collect the produce…
…d telemetry data (apache#33873) ### Rationale for this change The codebase has been partially implemented with the OpenTelemetry SDK and it would be beneficial for users to have a concise guide on how to get started collecting and visualizing tracing data. ### What changes are included in this PR? This is an initial draft for review of an addition to the [C++ User Guide](https://arrow.apache.org/docs/dev/cpp/user_guide.html) as mentioned in apache#31809 (comment). ### Are these changes tested? These changes have been tested locally by building the docs and verifying. ### Are there any user-facing changes? Yes, but just documentation changes. * Closes: apache#31809 Lead-authored-by: Bryce Mecum <[email protected]> Co-authored-by: Matthijs Brobbel <[email protected]> Signed-off-by: David Li <[email protected]>
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.. Licensed to the Apache Software Foundation (ASF) under one | ||
.. or more contributor license agreements. See the NOTICE file | ||
.. distributed with this work for additional information | ||
.. regarding copyright ownership. The ASF licenses this file | ||
.. to you 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. | ||
.. _cpp_opentelemetry: | ||
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============= | ||
OpenTelemetry | ||
============= | ||
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Portions of Arrow C++ are instrumented with the `OpenTelemetry | ||
<https://opentelemetry.io/>`_ C++ SDK which makes it possible to generate | ||
detailed tracing information which can be analyzed in other tools. | ||
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Creating a Build with OpenTelemetry Tracing Enabled | ||
--------------------------------------------------- | ||
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OpenTelemetry tracing is not turned on by default so you must first create a | ||
custom build of Arrow C++ with tracing turned on. See :ref:`Building Arrow C++ | ||
<building-arrow-cpp>` for general instructions on creating a custom build. | ||
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To enable tracing, specify ``ARROW_WITH_OPENTELEMETRY=ON`` when generating your | ||
build. You may also want to specify ``CMAKE_BUILD_TYPE=RelWithDebInfo`` in order | ||
to get representative timings while retaining debug information. | ||
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Exporting Tracing Information | ||
----------------------------- | ||
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By default, no tracing information is exported until a tracing backend has been | ||
specified. The choice of tracing backend is controlled with the | ||
:envvar:`ARROW_TRACING_BACKEND` environment variable. Possible values are: | ||
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- ``ostream``: emit textual log messages to stdout | ||
- ``otlp_http``: emit OTLP JSON encoded traces to a HTTP server (by default, | ||
the endpoint URL is "http://localhost:4318/v1/traces") | ||
- ``arrow_otlp_stdout``: emit JSON traces to stdout | ||
- ``arrow_otlp_stderr``: emit JSON traces to stderr | ||
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For example, to enable exporting JSON traces to stdout, set:: | ||
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export ARROW_TRACING_BACKEND=arrow_otlp_stdout | ||
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At this point, running the program you've linked to your custom build of | ||
Arrow C++ should produce JSON traces on stdout. | ||
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Visualizing Traces with Jaeger UI | ||
--------------------------------- | ||
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Analyzing trace information exported to stdout/stderr may involve writing custom | ||
processing scripts. As an alternative -- or even a complement -- to this | ||
process, the "all-in-one" `Jaeger <https://jaegertracing.io>`_ `Docker | ||
<https://www.docker.com/>`_ image is a relatively straightforward way of | ||
visualizing trace data and is suitable for local development and testing. | ||
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Note: This assumes you have `Docker <https://www.docker.com/>`_ installed. | ||
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First, change your tracing backend to ``otlp_http``:: | ||
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export ARROW_TRACING_BACKEND=otlp_http | ||
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Then start the Jaeger all-in-one container:: | ||
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docker run \ | ||
-e COLLECTOR_OTLP_ENABLED=true \ | ||
-p 16686:16686 \ | ||
-p 4317:4317 \ | ||
-p 4318:4318 \ | ||
jaegertracing/all-in-one:1.35 | ||
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Now you should be able to run your program and view any traces in a web browser | ||
at http://localhost:16686. Note that unlike with other methods of exporting | ||
traces, no output will be made to stdout/stderr. However, if you tail your | ||
Docker container logs, you should see output when traces are received by the | ||
all-in-one container. |
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flight | ||
gdb | ||
threading | ||
opentelemetry | ||
env_vars |