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Top 22 Python Reporting Projects
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xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
AFAIK, Python in Excel is fine, but only if you don't use Microsoft's: https://www.xlwings.org/
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Look into AWX as an alternative to Tower. If you just want better reporting on runs, check out ARA or callback plugins.
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Project mention: Datapane: Build and share data reports in 100% Python | news.ycombinator.com | 2023-11-12
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SysReptor
Fully customisable, offensive security reporting solution designed for pentesters, red teamers and other security-related people alike.
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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allure-docker-service
This docker container allows you to see up to date reports simply mounting your "allure-results" directory in the container (for a Single Project) or your "projects" directory (for Multiple Projects). Every time appears new results (generated for your tests), Allure Docker Service will detect those changes and it will generate a new report automatically (optional: send results / generate report through API), what you will see refreshing your browser.
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django-slick-reporting
The Reporting Engine for Django. Create dashboards and standalone Reports and Charts.
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zillion
Make sense of it all. Semantic data modeling and analytics with a sprinkle of AI. https://totalhack.github.io/zillion/
I've also been frustrated when testing out tools that kinda keep you locked into one predetermined view, table, or set of tables at a time. I made a semantic data modeling library that puts together queries (and of course joins) for you as it uses a drill-across querying technique, and can also join data across different data sources in a secondary execution layer.
https://github.com/totalhack/zillion
Disclaimer: this project is currently a one man show, though I use it in production at my own company.
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Project mention: 10 open source tools that platform, SRE and DevOps engineers should consider in 2024. | dev.to | 2024-01-04
Kraken CI is a modern CI/CD system that operates on the Continuous Integration philosophy, focusing on pre-commit and post-commit phases in software development. In the pre-commit phase, developers and testers prepare code changes, aiming to minimize the risk of breaking production code. Kraken CI facilitates this by providing a validation environment that simplifies testing, making it easier to produce quality code. It reduces the likelihood of large, risky changes and helps manage code integration more effectively.
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jtl-reporter
JtlReporter is an online application that allows users to generate beautiful, customizable and easy to understand performance reports from JMeter(Taurus), Locust, and other tools.
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taxonomy4good
Taxonomy4Good: a sustainability lexicon that provides the freedom to create custom taxonomies in addition to listed ESG and Sustainability Standards taxonomies.
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krisi
⏳ Evaluation of Time-Series Predictions with powerful pdf and web Reporting. Tailored for evaluation of metrics over time!
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kpireporter
KPI Reporter is a dev-friendly, on-premises tool for crafting automated reports on what matters to you.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Reporting discussion
Python Reporting related posts
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Datapane: Build and share data reports in 100% Python
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With what should I use ansbile?
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parsedmarc VS DMARCParser.jl - a user suggested alternative
2 projects | 1 Oct 2023 -
Show HN: ARA Records Ansible and makes it easier to understand and troubleshoot
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Python in Excel: Combining the Power of Python and the Flexibility of Excel
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Python for Excel: A Modern Environment for Automation and Data Analysis
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Puppet GUI
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A note from our sponsor - Scout Monitoring
www.scoutapm.com | 17 Sep 2024
Index
What are some of the best open-source Reporting projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | xlwings | 2,936 |
| 2 | ara | 1,841 |
| 3 | datapane | 1,369 |
| 4 | SysReptor | 1,355 |
| 5 | Ghostwriter | 1,295 |
| 6 | APTRS | 792 |
| 7 | puppetboard | 710 |
| 8 | allure-docker-service | 636 |
| 9 | publish-unit-test-result-action | 602 |
| 10 | django-slick-reporting | 548 |
| 11 | piperider | 479 |
| 12 | zillion | 176 |
| 13 | kraken | 134 |
| 14 | jtl-reporter | 127 |
| 15 | openvasreporting | 126 |
| 16 | hashcathelper | 109 |
| 17 | taxonomy4good | 28 |
| 18 | pentest2xlsx | 27 |
| 19 | krisi | 21 |
| 20 | gitbi | 13 |
| 21 | kpireporter | 11 |
| 22 | merkury | 8 |
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