StackStorm
StackStorm (aka "IFTTT for Ops") is event-driven automation for auto-remediation, incident responses, troubleshooting, deployments, and more for DevOps and SREs. Includes rules engine, workflow, 160 integration packs with 6000+ actions (see https://exchange.stackstorm.org) and ChatOps. Installer at https://docs.stackstorm.com/install/index.html (by StackStorm)
Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more (by pandas-dev)
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| StackStorm | Pandas | |
|---|---|---|
| 25 | 393 | |
| 5,896 | 41,923 | |
| 0.9% | 1.4% | |
| 9.5 | 10.0 | |
| 6 days ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | BSD 3-clause "New" or "Revised" License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
StackStorm
Posts with mentions or reviews of StackStorm.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-02.
- Ask HN: What are some unpopular technologies you wish people knew more about?
- StackStorm – IFTTT for Ops
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Small app using a DB?
Stackstorm
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We built Activepieces to replace Zapier + learnings from last post
What differentiates this from things like n8n, node red, and stackstorm? (which sort of occupy a zapier replacement, IoT automation, and infra automation niche, respectively)
- SRE: What tool do you use for Incident Response Runbook/Playbook
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IT Capstone Project Ideas
Network Automation is interesting topic, something like event driven automation would be cool. StackStorm is what comes to mind for a tool/resource.
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Hacker News top posts: Nov 24, 2022
StackStorm: Event-driven automation\ (17 comments)
- StackStorm (a.k.a. “IFTTT for Ops”) is event-driven automation
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What Open Source Projects Do You Use In Your District?
StackStorm -- "IFTTT For Ops" I am investigating the different integrations to see if it can help automate some things.
Pandas
Posts with mentions or reviews of Pandas.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-04.
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Deploying a Serverless Dash App with AWS SAM and Lambda
Dash is a Python framework that enables you to build interactive frontend applications without writing a single line of Javascript. Internally and in projects we like to use it in order to build a quick proof of concept for data driven applications because of the nice integration with Plotly and pandas. For this post, I'm going to assume that you're already familiar with Dash and won't explain that part in detail. Instead, we'll focus on what's necessary to make it run serverless.
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Help Us Build Our Roadmap – Pydantic
there is pull request to integrate in both pydantic extra types and into pandas cose [1]
[1]: https://github.com/pandas-dev/pandas/issues/53999
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Stuff I Learned during Hanukkah of Data 2023
Last year I worked through the challenges using VisiData, Datasette, and Pandas. I walked through my thought process and solutions in a series of posts.
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Introducing Flama for Robust Machine Learning APIs
pandas: A library for data analysis in Python
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
Data analysis involves scrutinizing datasets for class imbalances or protected features and understanding their correlations and representations. A classical tool like pandas would be my obvious choice for most of the analysis, and I would use OpenCV or Scikit-Image for image-related tasks.
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Mastering Pandas read_csv() with Examples - A Tutorial by Codes With Pankaj
Pandas, a powerful data manipulation library in Python, has become an essential tool for data scientists and analysts. One of its key functions is read_csv(), which allows users to read data from CSV (Comma-Separated Values) files into a Pandas DataFrame. In this tutorial, brought to you by CodesWithPankaj.com, we will explore the intricacies of read_csv() with clear examples to help you harness its full potential.
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What Would Go in Your Dream Documentation Solution?
So, what I'd like to do is write a documentation package in Python to recreate what I've lost. I plan to build upon the fantastic python-docx and docxtpl packages, and I'll probably rely on pandas from much of the tabular stuff. Here are the features I intend to include:
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How do people know when to use what programming language?
Weirdly most of my time spent with data analysis was in the C layers in pandas.
- Read files from s3 using Pandas/s3fs or AWS Data Wrangler?
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10 Github repositories to achieve Python mastery
Explore here.
What are some alternatives?
When comparing StackStorm and Pandas you can also consider the following projects:
Rundeck - Enable Self-Service Operations: Give specific users access to your existing tools, services, and scripts
Cubes - [NOT MAINTAINED] Light-weight Python OLAP framework for multi-dimensional data analysis
n8n - Free and source-available fair-code licensed workflow automation tool. Easily automate tasks across different services.
tensorflow - An Open Source Machine Learning Framework for Everyone
argo - Workflow Engine for Kubernetes
orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis
Node RED - Low-code programming for event-driven applications
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Huginn - Create agents that monitor and act on your behalf. Your agents are standing by!
Keras - Deep Learning for humans
SaltStack - Software to automate the management and configuration of any infrastructure or application at scale. Get access to the Salt software package repository here:
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration