[llvm] [llvm]Add a simple Telemetry framework (PR #102323)
James Henderson via llvm-commits
llvm-commits at lists.llvm.org
Tue Dec 17 01:40:39 PST 2024
================
@@ -0,0 +1,246 @@
+===========================
+Telemetry framework in LLVM
+===========================
+
+.. contents::
+ :local:
+
+.. toctree::
+ :hidden:
+
+===========================
+Telemetry framework in LLVM
+===========================
+
+Objective
+=========
+
+Provides a common framework in LLVM for collecting various usage and performance
+metrics.
+It is located at ``llvm/Telemetry/Telemetry.h``
+
+Characteristics
+---------------
+* Configurable and extensible by:
+
+ * Tools: any tool that wants to use Telemetry can extend and customize it.
+ * Vendors: Toolchain vendors can also provide custom implementation of the
+ library, which could either override or extend the given tool's upstream
+ implementation, to best fit their organization's usage and privacy models.
+ * End users of such tool can also configure Telemetry (as allowed by their
+ vendor).
+
+Important notes
+----------------
+
+* There is no concrete implementation of a Telemetry library in upstream LLVM.
+ We only provide the abstract API here. Any tool that wants telemetry will
+ implement one.
+
+ The rationale for this is that all the tools in LLVM are very different in
+ what they care about (what/where/when to instrument data). Hence, it might not
+ be practical to have a single implementation.
+ However, in the future, if we see enough common pattern, we can extract them
+ into a shared place. This is TBD - contributions are welcomed.
+
+* No implementation of Telemetry in upstream LLVM shall store any of the
+ collected data due to privacy and security reasons:
+
+ * Different organizations have different privacy models:
+
+ * Which data is sensitive, which is not?
+ * Whether it is acceptable for instrumented data to be stored anywhere?
+ (to a local file, what not?)
+
+ * Data ownership and data collection consents are hard to accommodate from
+ LLVM developers' point of view:
+
+ * E.g., data collected by Telemetry is not necessarily owned by the user
+ of an LLVM tool with Telemetry enabled, hence the user's consent to data
+ collection is not meaningful. On the other hand, LLVM developers have no
+ reasonable ways to request consent from the "real" owners.
+
+
+High-level design
+=================
+
+Key components
+--------------
+
+The framework consists of four important classes:
+
+* ``llvm::telemetry::Manager``: The class responsible for collecting and
+ transmitting telemetry data. This is the main point of interaction between the
+ framework and any tool that wants to enable telemetry.
+* ``llvm::telemetry::TelemetryInfo``: Data courier
+* ``llvm::telemetry::Destination``: Data sink to which the Telemetry framework
+ sends data.
+ Its implementation is transparent to the framework.
+ It is up to the vendor to decide which pieces of data to forward and where
+ to forward them to for their final storage.
+* ``llvm::telemetry::Config``: Configurations for the ``Manager``.
+
+.. image:: llvm_telemetry_design.png
+
+How to implement and interact with the API
+------------------------------------------
+
+To use Telemetry in your tool, you need to provide a concrete implementation of the ``Manager`` class and ``Destination``.
+
+1) Define a custom ``Serializer``, ``Manager``, ``Destination`` and optionally a subclass of ``TelemetryInfo``
+
+.. code-block:: c++
+
+ class JsonSerializer : public Serializer {
+ public:
+ json::Object *getOutputObject() { return object.get(); }
+
+ llvm::Error init() override {
----------------
jh7370 wrote:
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https://github.com/llvm/llvm-project/pull/102323
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