Links
Things worth reading. Or not. At least, I thought I'd rather keep them when I encountered them.1316 links so far, newest first.
github.com
A curated list of notable ETL (extract, transform, load) frameworks, libraries and software.
electricmonk.nl
A step-by-step explanation of dependency resolution over a graph, with Python code that derives an install order and detects circular dependencies.
traefik.io
Product site for Traefik, a cloud-native application proxy that routes traffic to services running on VMs, containers and Kubernetes from a single gateway.
packaging.python.org
The Python Packaging Authority's collection of tutorials, guides and specifications for building, publishing and installing Python packages with current tools.
cassette.readthedocs.io
Documentation for Cassette, a Python library that stores the HTTP requests an application makes and replays them later.
ipyparallel.readthedocs.io
Documentation for IPython Parallel (the ipyparallel package), which runs Python code across many processors or machines, including over MPI.
pbpython.com
A tutorial on improving the formatting of the Excel files pandas writes, using the XlsxWriter library to style the exported DataFrames.
rosettacode.org
A programming chrestomathy wiki presenting solutions to the same task in as many different languages as possible, to show how each one expresses it.
matthewrocklin.com
The personal site of Matthew Rocklin, a software engineer in the Python data science ecosystem, collecting his writing on technical projects and open source maintenance.
openapis.org
Home of the OpenAPI Initiative, which stewards the OpenAPI Specification, the vendor-neutral description format for HTTP APIs that grew out of Swagger.
dask.pydata.org
Documentation home for Dask, a Python library for parallel and distributed computing, offering pandas-like DataFrames, NumPy-like arrays, bags and futures.
distributed.readthedocs.io
Documentation for Dask.distributed, the library that executes Dask task graphs across a cluster of machines.
react-rte.org
A live demo of react-rte, a WYSIWYG rich text editor component for React built on Draft.js and meant as a full-featured textarea replacement.
mobxjs.github.io
An introduction to the MobX state management library through a to-do list example, covering observable state, computed values, reactions and actions, with runnable code.
en.wikipedia.org
Wikipedia's article on the Merkle tree, a hash tree that lets a large dataset be verified branch by branch, as used in Git, Bitcoin and BitTorrent.
pandas.pydata.org
A whirlwind tour of pandas for new users, covering Series and DataFrame creation, selection, missing data, grouping, reshaping, time series and plotting.


















