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Instrumentation Python Packages

Python packages with the GitHub topic instrumentation. Sorted by relevance, with stars and monthly downloads.
prometheus
prometheus-client

Prometheus instrumentation library for Python applications

158.1M 4K 855
trallnag
prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

13.2M 1K 113
macobo
statshog

A Python client for statsd and telegraf

1M 2 0
smacke
pyccolo

Declarative instrumentation for Python.

182K 103 3
dlopes7
autodynatrace

autodynatrace, a python library that implements automatic instrumentation using the OneAgent SDK for Python

162K 64 32
lumigo-io
lumigo-tracer

Lumigo's Python Distributed Tracing and Performance Agent for AWS lambda

118K 47 10
instana
instana

:snake: Python Distributed Tracing & Metrics Sensor for Instana

107K 68 38
LLNL
caliper-reader

Caliper is an instrumentation and performance profiling library

70K 412 77
sensepost
objection

📱 objection - runtime mobile exploration

35K 9K 972
Llandy3d
pytheus

experimenting with a new prometheus client for python

9K 97 9
QBDI
pyqbdi

Python binding for QBDI

9K 2K 218
mahmoud
lithoxyl

Application instrumentation and logging, with a geological bent.

7K 146 10
facebookexperimental
cutracer

A dynamic binary instrumentation tool for tracing and analyzing CUDA kernel instructions.

5K 65 8
polyaxon
polyaxon-client

Polyaxon Clients & Langange SDKS

5K 14 15
Mandark-droid
genai-otel-instrument

GenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls

5K 1 1
signalfx
signalfx-tracing

OpenTracing-compatible Auto-Instrumentor for Python

4K 20 11
yaq-project
yaqd-core

Repository for yaq core python packages.

3K 8 6
omniviser
omniray

One call, and you see everything that's happening in your Python code

2K 5 1
omniviser
omniwrap

One call, and you see everything that's happening in your Python code

2K 5 1
GraysonBellamy
watlowlib

Async-first Python driver for Watlow temperature controllers over RS-232 / EIA-485. One protocol-neutral Controller API speaks both Standard Bus (BACnet MS/TP) and Modbus RTU, with auto-detect, a typed cross-protocol parameter registry, a multi-device manager, drift-free streaming into pluggable sinks, a sync facade, and CLIs.

2K 0 0
juntossomosmais
opentelemetry-instrumentation-django-stomp

This library will help you to use opentelemetry traces and metrics on Django STOMP usage library.

2K 7 0
trailofbits
blight

A catch-all compile-tool wrapper

2K 92 7
GraysonBellamy
sartoriuslib

Async Python client for Sartorius lab balances. Supports SBI and xBPI wire protocols over RS-232/USB with a unified high-level API, streaming reads, persistent SQLite sinks, hardware-gated tests, and a typed CLI. Strict typing, no hardware required for development.

2K 1 0
asynq-io
opentelemetry-instrumentation-eventiq

Opentelemetry instrumentation for eventiq

2K 0 0
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