{"repo":"aivanzhang/panda_patrol","free":true,"listed":false,"github":"https://github.com/aivanzhang/panda_patrol","clone":"git clone https://github.com/aivanzhang/panda_patrol.git","description":null,"language":"Python","stars":22,"topics":["data","data-engineering","data-infrastructure","data-monitoring","data-quality","pipelines","python"],"license":"MIT","category":"data-pipelines","readme_excerpt":"Panda Patrol Gain greater visibility and context into your data pipelines with dashboards, alerting, silencing and other features built around your existing data tests and data profiling tools — within each step of your data pipelines. Add less than 5 lines of code and just run your pipelines as you normally would. Panda Patrol will take care of the rest. Questions and feedback Email: ivanzhangofficial@gmail.com Table of Contents - Integrations - Features - AI-Generated Data Tests - General Data Tests - Anomaly Detection - Data Test Results - Data Test Parameters - Monitor Data Pipeline Steps - Alerting - Silencing - Data Profiles - Demo - Getting Started Integrations - [x] Custom python data pipeline - [x] Airflow - [x] Dagster - [x] Prefect - [ ] dbt core ( =1.5) - [ ] dbt cloud For examples of each integration, see examples. Features This section describes the features of Panda Patrol at a high level. See demo for a short walkthrough of each feature. See wiki to learn how to implement each feature and more details. AI-Generated Data Tests Don't know what data tests to write? No problem. Panda Patrol can generate data tests for you. Just pass in the headers, a preview of the data, and optional additional context. General Data Tests Want to get started with a few quick, easy, general, and important data tests? Panda Patrol comes pre-built with a few data tests that run on your data. The best part? It only takes one function call to run these tests. Anomaly Detection Want to ","default_branch":null,"files":null,"tree":[],"storefront":"/r/aivanzhang","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aivanzhang/panda_patrol/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}