Prometheus exporter for Cisco Unified Computing System (UCS) Manager

Last update: Nov 07, 2022

Related tags

Deep Learning prometheus-ucs-exporter

Overview

prometheus-ucs-exporter

Overview

Use metrics from the UCS API to export relevant metrics to Prometheus

This repository is a fork of Drew Stinnett's original exporter at oit-ssi-systems/prometheus-ucs-exporter.

Modifications made include:

Added production server (FastAPI)
Added additional metrics
Added Grafana dashboard
Minor fixes and refactorings

Install the Grafana dashboard by importing the JSON file grafana/dashboard.json.

Installation

Build and run with Docker:

docker build -t prometheus-ucs-exporter .

docker run -p 3001:3001 -e PORT=3001 \
-e PROM_UCS_USERNAME='ucs-mydomain\username' \
-e PROM_UCS_PASSWORD='passw0rd' \
prometheus-ucs-exporter

Fetch metrics:

curl http://localhost:3001/metrics?domain=my-domain.example.com

Note: Metrics are fetched in a background worker after an initial scrape, since UCSM can be slow to respond. Continue polling the /metrics endpoint until metrics are returned.

Usage

docker pull ghcr.io/marshallwace/prometheus-ucs-exporter:0.0.2

SPDX update

pip install --user pipx

pipx run reuse addheader --copyright "2022 Marshall Wace <[email protected]>" --license "GPL-3.0-only" *.py

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

NuPIC Numenta Platform for Intelligent Computing The Numenta Platform for Intelligent Computing (NuPIC) is a machine intelligence platform that implem

6.2k Feb 12, 2021

xitorch: differentiable scientific computing library

xitorch is a PyTorch-based library of differentiable functions and functionals that can be widely used in scientific computing applications as well as deep learning.

24 Apr 15, 2021

A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.

python_graphs This package is for computing graph representations of Python programs for machine learning applications. It includes the following modu

258 Dec 29, 2022

Blender scripts for computing geodesic distance

GeoDoodle Geodesic distance computation for Blender meshes Table of Contents Overivew Usage Implementation Overview This addon provides an operator fo

20 Jun 8, 2022

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

PyTorch code to reproduce LyDROO algorithm [1], which is an online computation offloading algorithm to maximize the network data processing capability subject to the long-term data queue stability and average power constraints. It applies Lyapunov optimization to decouple the multi-stage stochastic MINLP into deterministic per-frame MINLP subproblems and solves each subproblem via DROO algorithm. It includes:

87 Dec 28, 2022

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

Framework overview This library allows to quickly implement different architectures based on Reservoir Computing (the family of approaches popularized

249 Dec 21, 2022

Material related to the Principles of Cloud Computing course.

CloudComputingCourse Material related to the Principles of Cloud Computing course. This repository comprises material that I use to teach my Principle

15 Dec 2, 2022

Code for the paper "Next Generation Reservoir Computing"

Next Generation Reservoir Computing This is the code for the results and figures in our paper "Next Generation Reservoir Computing". They are written

105 Dec 20, 2022

Differentiable scientific computing library

xitorch: differentiable scientific computing library xitorch is a PyTorch-based library of differentiable functions and functionals that can be widely

98 Dec 26, 2022

Comments

How to support polling multiple UCS Domains

Is it possible to support polling of multiple UCS domains using a single prometheus instance or is it better to dedicate a prmetheus container to each UCS domain?

opened by dwebr 1

UCS System returns "not-applicable" for kernel_mem_total and kernel_mem_free stats

Issue: UCS running version 4.2(1m)B returns "not-applicable" for kernel_mem_total and kernel_mem_free stats which results in prometheus throwing errors during polling.

Work around: comment out the following statements in the swsystem.py file.

kernel_mem_total.labels(self.domain, switch).set(int(item.kernel_mem_total))
kernel_mem_free.labels(self.domain, switch).set(int(item.kernel_mem_free))

Example Output

/repos/prometheus-ucs-exporter/scripts$ ./explore.py query-classid swSystemStats

Managed Object                  :       SwSystemStats
--------------
class_id                        :SwSystemStats
child_action                    :None
correctable_parity_error        :not-applicable
correctable_parity_error_avg    :not-applicable
correctable_parity_error_max    :not-applicable
correctable_parity_error_min    :not-applicable
dn                              :sys/switch-B/sysstats
intervals                       :58982460
kernel_mem_free                 :not-applicable
kernel_mem_free_avg             :not-applicable
kernel_mem_free_max             :not-applicable
kernel_mem_free_min             :not-applicable
kernel_mem_total                :not-applicable
kernel_mem_total_avg            :not-applicable
kernel_mem_total_max            :not-applicable
kernel_mem_total_min            :not-applicable
load                            :2.360000
load_avg                        :2.413333
load_max                        :2.620000
load_min                        :2.130000
mem_available                   :52264
mem_available_avg               :52278
mem_available_max               :52302
mem_available_min               :52264
mem_cached                      :11591
mem_cached_avg                  :11576
mem_cached_max                  :11591
mem_cached_min                  :11563
rn                              :sysstats
sacl                            :None
status                          :None
suspect                         :no
thresholded                     :
time_collected                  :2022-09-24T10:13:48.368
update                          :131081



Managed Object                  :       SwSystemStats
--------------
class_id                        :SwSystemStats
child_action                    :None
correctable_parity_error        :not-applicable
correctable_parity_error_avg    :not-applicable
correctable_parity_error_max    :not-applicable
correctable_parity_error_min    :not-applicable
dn                              :sys/switch-A/sysstats
intervals                       :58982460
kernel_mem_free                 :not-applicable
kernel_mem_free_avg             :not-applicable
kernel_mem_free_max             :not-applicable
kernel_mem_free_min             :not-applicable
kernel_mem_total                :not-applicable
kernel_mem_total_avg            :not-applicable
kernel_mem_total_max            :not-applicable
kernel_mem_total_min            :not-applicable
load                            :3.820000
load_avg                        :2.701667
load_max                        :3.820000
load_min                        :2.090000
mem_available                   :52062
mem_available_avg               :52050
mem_available_max               :52062
mem_available_min               :52036
mem_cached                      :11060
mem_cached_avg                  :11068
mem_cached_max                  :11083
mem_cached_min                  :11060
rn                              :sysstats
sacl                            :None
status                          :None
suspect                         :no
thresholded                     :
time_collected                  :2022-09-24T10:14:32.366
update                          :131078

bug

opened by dwebr 0

Releases(v0.0.2)

v0.0.2(Apr 11, 2022)

Source code(tar.gz)
Source code(zip)
v0.0.1(Apr 11, 2022)

Source code(tar.gz)
Source code(zip)

Owner

Marshall Wace

GitHub Repository

Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

VT-UNet This repo contains the supported pytorch code and configuration files to reproduce 3D medical image segmentaion results of VT-UNet. Environmen

114 Dec 20, 2022

This is the workbook I created while I was studying for the Qiskit Associate Developer exam. I hope this becomes useful to others as it was for me :)

A Workbook for the Qiskit Developer Certification Exam Hello everyone! This is Bartu, a fellow Qiskitter. I have recently taken the Certification exam

66 Dec 10, 2022

Label Mask for Multi-label Classification

LM-MLC 一种基于完型填空的多标签分类算法 1 前言本文主要介绍本人在全球人工智能技术创新大赛【赛道一】设计的一种基于完型填空(模板)的多标签分类算法：LM-MLC，该算法拟合能力很强能感知标签关联性，在多个数据集上测试表明该算法与主流算法无显著性差异，在该比赛数据集上的dev效果很好，但是由

52 Nov 20, 2022

Convolutional Neural Network for Text Classification in Tensorflow

This code belongs to the "Implementing a CNN for Text Classification in Tensorflow" blog post. It is slightly simplified implementation of Kim's Convo

5.5k Jan 02, 2023

ELSED: Enhanced Line SEgment Drawing

ELSED: Enhanced Line SEgment Drawing This repository contains the source code of ELSED: Enhanced Line SEgment Drawing the fastest line segment detecto

125 Dec 31, 2022

(under submission) Bayesian Integration of a Generative Prior for Image Restoration

BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration Authors: Majed El Helou, and Sabine Süsstrunk {Note: p

22 Dec 17, 2022

Code repo for "Towards Interpretable Deep Networks for Monocular Depth Estimation" paper.

InterpretableMDE A PyTorch implementation for "Towards Interpretable Deep Networks for Monocular Depth Estimation" paper. arXiv link: https://arxiv.or

16 Aug 12, 2022

VACA: Designing Variational Graph Autoencoders for Interventional and Counterfactual Queries

VACA Code repository for the paper "VACA: Designing Variational Graph Autoencoders for Interventional and Counterfactual Queries (arXiv)". The impleme

16 Oct 10, 2022

Code for "SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space"

SRHEN This is a better and simpler implementation for "SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in

1 Oct 28, 2022

Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020)

GraspNet Baseline Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020). [paper] [dataset] [API] [do

209 Dec 29, 2022

Just playing with getting CLIP Guided Diffusion running locally, rather than having to use colab.

CLIP-Guided-Diffusion Just playing with getting CLIP Guided Diffusion running locally, rather than having to use colab. Original colab notebooks by Ka

336 Dec 09, 2022

Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

Table of Content Introduction Datasets Getting Started Requirements Usage Example Training & Evaluation CPM: Color-Pattern Makeup Transfer CPM is a ho

248 Dec 13, 2022

This repository contains all code and data for the Inside Out Visual Place Recognition task

Inside Out Visual Place Recognition This repository contains code and instructions to reproduce the results for the Inside Out Visual Place Recognitio

15 May 21, 2022

I created My own Virtual Artificial Intelligence named genesis, He can assist with my Tasks and also perform some analysis,,

Virtual-Artificial-Intelligence-genesis- I created My own Virtual Artificial Intelligence named genesis, He can assist with my Tasks and also perform

1 Nov 05, 2021

Prometheus exporter for Cisco Unified Computing System (UCS) Manager

Related tags

Overview

prometheus-ucs-exporter

Overview

Installation

Usage

SPDX update

You might also like...

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

xitorch: differentiable scientific computing library

A static analysis library for computing graph representations of Python programs suitable for use with graph neural networks.

Blender scripts for computing geodesic distance

Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks

Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.

Material related to the Principles of Cloud Computing course.

Code for the paper "Next Generation Reservoir Computing"

Differentiable scientific computing library

Comments

How to support polling multiple UCS Domains

UCS System returns "not-applicable" for kernel_mem_total and kernel_mem_free stats

Releases(v0.0.2)

v0.0.2(Apr 11, 2022)

v0.0.1(Apr 11, 2022)

Owner

Marshall Wace

Code for A Volumetric Transformer for Accurate 3D Tumor Segmentation

This is the workbook I created while I was studying for the Qiskit Associate Developer exam. I hope this becomes useful to others as it was for me :)

Label Mask for Multi-label Classification

Convolutional Neural Network for Text Classification in Tensorflow

ELSED: Enhanced Line SEgment Drawing

(under submission) Bayesian Integration of a Generative Prior for Image Restoration

Code repo for "Towards Interpretable Deep Networks for Monocular Depth Estimation" paper.

VACA: Designing Variational Graph Autoencoders for Interventional and Counterfactual Queries

Code for "SRHEN: Stepwise-Refining Homography Estimation Network via Parsing Geometric Correspondences in Deep Latent Space"

Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020)

Just playing with getting CLIP Guided Diffusion running locally, rather than having to use colab.

Lipstick ain't enough: Beyond Color-Matching for In-the-Wild Makeup Transfer (CVPR 2021)

This repository contains all code and data for the Inside Out Visual Place Recognition task

I created My own Virtual Artificial Intelligence named genesis, He can assist with my Tasks and also perform some analysis,,

General-purpose program synthesiser

Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights

PyTorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision.

Deep learning models for classification of 15 common weeds in the southern U.S. cotton production systems.

Deep Reinforcement Learning based Trading Agent for Bitcoin

Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation