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Search results for python observability
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78 search results found
Prefect
⭐
14,603
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
Pyroscope
⭐
9,401
Continuous Profiling Platform. Debug performance issues down to a single line of code
Parca
⭐
3,624
Continuous profiling for analysis of CPU and memory usage, down to the line number and throughout time. Saving infrastructure cost, improving performance, and increasing reliability.
Robusta
⭐
2,317
Kubernetes observability and automation, with an awesome Prometheus integration
Fibratus
⭐
2,035
A modern tool for Windows kernel exploration and tracing with a focus on security
Pezzo
⭐
1,500
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
Opentelemetry Python
⭐
1,488
OpenTelemetry Python API and SDK
Kubediff
⭐
1,176
Kubediff: a tool for Kubernetes to show differences between running state and version controlled configuration.
Suzieq
⭐
709
Using network observability to operate and design healthier networks
Chaos_genius
⭐
671
ML powered analytics engine for outlier detection and root cause analysis.
Runhouse
⭐
667
Create and share production-quality backend apps and services anywhere. Unobtrusive, debuggable, PyTorch-like APIs for your world of infra.
Openllmetry
⭐
664
Open-source observability for your LLM application, based on OpenTelemetry
Streamdal
⭐
483
Code-Native Data Pipelines
Dd Trace Py
⭐
464
Datadog Python APM Client
Odin
⭐
448
A programmable, observable and distributed job orchestration system.
Parca Agent
⭐
425
eBPF based always-on profiler auto-discovering targets in Kubernetes and systemd, zero code changes or restarts needed!
Fastapi Observability
⭐
346
Observe FastAPI app with three pillars of observability: Traces (Tempo), Metrics (Prometheus), Logs (Loki) on Grafana through OpenTelemetry and OpenMetrics.
Digma
⭐
328
🧑💻🔭 Digma is a Continuous Feedback platform that makes observability relevant in dev. Digma empowers developers to own their code all the way to production, improves code quality and prevents critical issues before they escalate. Sign up today! https://digma.ai 💫
Perfspect
⭐
301
System performance characterization tool based on linux perf
Monosi
⭐
267
Open source data observability platform
Grav
⭐
244
Performance visualisation tools
Langsmith Sdk
⭐
232
LangSmith Client SDK Implementations
Agentops
⭐
215
Python SDK for agent evals and observability
Pyrollbar
⭐
203
Error tracking and logging from Python to Rollbar
Graphsignal Python
⭐
193
Graphsignal Python tracer
Whitebox
⭐
184
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
Skywalking Python
⭐
174
The Python agent for Apache SkyWalking
Aws Cloudfront Extensions
⭐
154
The CloudFront Extensions is a solution package as handy extension for using Amazon CloudFront.
Tokencost
⭐
140
Easy token price estimates for LLMs
Autometrics Py
⭐
134
Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.
Aws Otel Lambda
⭐
118
AWS Distro for OpenTelemetry - AWS Lambda
Dataflow Ops
⭐
97
Project demonstrating how to automate Prefect 2.0 deployments to AWS ECS Fargate
Observability With Amazon Opensearch
⭐
76
This repository contains a microservice-based Sample App demonstrating observability capabilities in the Amazon OpenSearch Service.
Swiple
⭐
72
Swiple enables you to easily observe, understand, validate and improve the quality of your data
Hiq
⭐
66
HiQ - Observability And Optimization In Modern AI Era
Grafana Ansible Collection
⭐
56
grafana.grafana Ansible collection provides modules for managing various resources on Grafana Cloud and roles to manage and deploy Grafana Agent and Grafana
Epsagon Python
⭐
54
Automated tracing library for Python 2.7, 3.6, 3.7 and 3.8 ⚡️
Vaero
⭐
48
Complete log pipeline solution in Python. Runs fast in Go.
Cloud Native Observability
⭐
41
Cloud Native Observability with OpenTelemetry, Published by Packt
Waterdip
⭐
40
Open-source ML Observability Platform
Beeline Python
⭐
32
Legacy instrumentation for your Python apps with Honeycomb.
Cortisol
⭐
30
Accurately forecast log costs pre-production with Cortisol for Datadog, New Relic, Grafana and GCP Cloud Logging 💰📉
Grafana Observability Primer
⭐
30
Grafana Observability Primer
Vents
⭐
30
Open source connections catalog, integrations, alerting, and notifications library.
Txstatsd
⭐
22
A twisted-based implementation of https://github.com/etsy/statsd
Dse Metric Reporter Dashboards
⭐
21
Prometheus & Grafana dashboards for DSE metric collector
Aws Otel Python
⭐
20
AWS Distro for OpenTelemetry Python
Eshoponsteroids
⭐
19
Cloud-native online shop powered by Java 17, Python 3, containers, and Kubernetes 🐋⚓
Aimos
⭐
19
AimOS 🔍 — An easy-to-use modular observability for AI Systems. Extensible, scalable and modular.
Prometheus K8s Operator
⭐
18
This charmed operator automates the operational procedures of running Prometheus, an open-source metrics backend.
Gym Gridverse
⭐
16
Gridworld domains in the gym interface
Serverless Iopipe Layers
⭐
15
Please migrate to the equivalent New Relic Serverless plugin: serverless-newrelic-lambda-layers
Quickfabric
⭐
15
A one-stop shop for all management and monitoring of Amazon Elastic Map Reduce (EMR) clusters across different AWS accounts and purposes.
Wiki
⭐
12
专注于 SRE 运维、云原生、稳定性、高可用性、可观测性、DevOps 等技术
Bakalog
⭐
12
A command-line tool that detects, extracts log templates, and structuring logs to in-process database, leveraging template patterns generated by GPT-4.
Pytest Opentelemetry
⭐
12
A pytest plugin for instrumenting test runs via OpenTelemetry
Cribl Palo Alto Networks
⭐
11
Process, reduce, and transform Palo Alto Networks Firewall logs.
Instrument
⭐
10
Python observability & instrumentation primitives for metrics and benchmarking
Duetector
⭐
10
duetector🔍: Data Usage Extensible Detector for data usage observability.
Cos Lite Bundle
⭐
10
Canonical Observability Stack Lite, or COS Lite, is a light-weight, highly-integrated, Juju-based observability suite running on Kubernetes.
Last9 Cdk
⭐
9
Last9 CDK
Logikon
⭐
9
Analyzing and scoring reasoning traces of LLMs
Zmon Cli
⭐
9
ZMON Command Line Interface
Github Rate Limits Exporter
⭐
8
Github API Rate Limits Exporter for Prometheus
Honeycomb Opentelemetry Python
⭐
8
Honeycomb's OpenTelemetry Python SDK distribution
Loki K8s Operator
⭐
8
This charmed operator automates the operational procedures of ryunning Grafana Loki, an open-source logs backend, in monolithic mode
Grafana Agent K8s Operator
⭐
7
This charmed operator automates the operational procedures of running Grafana Agent, an open-soruce telemetry collector.
Saturn Moonlet
⭐
7
Filecoin Saturn monitoring for node operators. More powerful and insightful alternative to Saturn Node Dashboard that anyone can run.
Cwtune
⭐
7
CLI for selecting and back-testing CloudWatch alarm configuration
Elastic Observability Demo
⭐
6
Demo of the observability features of the Elastic Stack
Grafana K8s Operator
⭐
6
This charmed operator automates the operational procedures of running Grafana, an open-source visualization toolkit, on Kubernetes.
Recurrent Multiagent Deep Deterministic Policy Gradient With Difference Rewards
⭐
6
Deep Reinforcement Learning (DRL) algorithms have been successfully applied to a range of challenging simulated continuous control single agent tasks. These methods have further been extended to multiagent domains in cooperative, competitive or mixed environments. This paper primarily focuses on multiagent cooperative settings which can be modeled for several real world problems such as coordination of autonomous vehicles and warehouse robots. However, these systems suffer from several challenge
Sheenflow
⭐
6
A next-generation open source orchestration platform for the development, production, and observation of data assets.
Goal Recognition Design
⭐
6
Bigbrother
⭐
5
An evil, awful, terrible, no-good library for watching objects for mutation. Do not use this library.
Pycon Monitoring Workshop
⭐
5
Parca Operator
⭐
5
Unofficial Charmed Operator for Parca - a continuous profiling tool
Odsc Workshop
⭐
5
This repo contains materials for a workshop on observability for machine learning pipelines.
Komlogd
⭐
5
The agent of Komlog, a PaaS for helping observability teams to better understand their systems.
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