flytekit VS popmon

Compare flytekit vs popmon and see what are their differences.

flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible. (by flyteorg)
flyte flyte-tasks Pypi Spark Workflows SDK Python Mlops Extensible Automation Data Science Data HacktoberFest
Source Code
docs.flyte.org
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popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎ (by ing-bank)
population-monitoring Monitoring Data Science Python data-distributions Statistics data-profiling statistical-tests statistical-process-control Pandas Spark Data Analysis Jupyter Ipython ing-bank Mlops HacktoberFest dataset-shifts covariate-shift drift-detection
Source Code
popmon.readthedocs.io
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flytekit popmon
2 1
205 487
3.9% 0.8%
9.7 6.9
3 days ago 3 months ago
Python Python
Apache License 2.0 MIT 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.

flytekit

Posts with mentions or reviews of flytekit. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-26.

popmon

Posts with mentions or reviews of popmon. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing flytekit and popmon you can also consider the following projects:

pymilvus - Python SDK for Milvus.

sweetviz - Visualize and compare datasets, target values and associations, with one line of code.

caer - High-performance Vision library in Python. Scale your research, not boilerplate.

cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

pan-os-python - The PAN-OS SDK for Python is a package to help interact with Palo Alto Networks devices (including physical and virtualized Next-generation Firewalls and Panorama). The pan-os-python SDK is object oriented and mimics the traditional interaction with the device via the GUI or CLI/API.

ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

datacompy - Pandas and Spark DataFrame comparison for humans and more!

koalas - Koalas: pandas API on Apache Spark

warehouse - The Python Package Index

TextHTMLPress - A command-line static site generator for generating a complete HTML web site from raw data and files.

lifetimes - Lifetime value in Python

flytekit vs pymilvus popmon vs sweetviz flytekit vs caer popmon vs cape-dataframes flytekit vs pan-os-python popmon vs ydata-profiling flytekit vs datacompy popmon vs koalas flytekit vs warehouse popmon vs datacompy flytekit vs TextHTMLPress popmon vs lifetimes