How do I use opentelemetry in a python program to generate prometheus events and traces into Kafka

[sarvi]

I have a python program I want to instrument with open telemetry for 2 purposes.

1. I want to do some tracing around specific functions I would like to be able to instrument
2. I want to generate prometheus events/metrics around the public API of the program and how often the program and its public API are called and how long they take to run.

I have the following installed. That I understand wil help with instrumenting my code for the above.
opentelemetry-sdk OpenTelemetry Python SDK
opentelemetry-api OpenTelemetry Python API

I dont see anything else below that will help take that instrumented data and dump it into kafka as prometheus events and traces into kafka.
(myenv) SARVI-M-C4NH:~ sarvi$ pip_search opentelemetry

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Name Description

opentelemetry-launcher Launcher, Configuration Layer for OpenTelemetry
opentelemetry-instrumentation Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python
opentelemetry-sdk OpenTelemetry Python SDK
opentelemetry-api OpenTelemetry Python API
opentelemetry-proto OpenTelemetry Python Proto
opentelemetry-distro OpenTelemetry Python Distro
splunk-opentelemetry The Splunk distribution of OpenTelemetry Python Instrumentation provides a Python agent that automatically instruments your Python application to capture and report distributed traces to SignalFx APM.
opentelemetry-exporter-otlp OpenTelemetry Collector Exporters
opentelemetry-exporter-otlp-proto-grpc OpenTelemetry Collector Protobuf over gRPC Exporter
opentelemetry-instrumentation-redis OpenTelemetry Redis instrumentation
opentelemetry-exporter-jaeger-proto-grpc Jaeger Protobuf Exporter for OpenTelemetry
opentelemetry-exporter-jaeger-thrift Jaeger Thrift Exporter for OpenTelemetry
opentelemetry-exporter-zipkin Zipkin Span Exporters for OpenTelemetry
opentelemetry-instrumentation-logging OpenTelemetry Logging instrumentation
opentelemetry-instrumentation-pymongo OpenTelemetry pymongo instrumentation
opentelemetry-instrumentation-pymysql OpenTelemetry PyMySQL instrumentation
opentelemetry-instrumentation-pymemcache OpenTelemetry pymemcache instrumentation
opentelemetry-instrumentation-aiopg OpenTelemetry aiopg instrumentation
opentelemetry-instrumentation-dbapi OpenTelemetry Database API instrumentation
opentelemetry-instrumentation-jinja2 OpenTelemetry jinja2 instrumentation

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Does any have pointers on this?

[srikanthccv]

It wasn't clear what you are looking for; This repo is just python implementation of opentelemetry specification and has a libraries that let you export the telemetry data to various backends. I am guessing you need something related to collector and collector contrib repos.

https://github.com/open-telemetry/opentelemetry-collector/, https://github.com/open-telemetry/opentelemetry-collector-contrib/