lukaszsamson
Spark_ex - native elixir Apache Spark Connect client
One thing I’ve been missing from python ecosystem was an ability to connect to a remote Apache Spark cluster from a locally running notebook and run queries and data transformations on the cluster.
I’d like to present a library I created: a native elixir client of Spark Connect protocol with Livebook integration via optional support for explorer and kino libraries.
Current status:
- Most of the protocol exposed and working (except python specific APIs)
- DataFrame and Column API including queries, joins, transformations, aggregations, reading and writing, jar upload
- Catalog API
- Structured Streaming
- Telemetry
- Tested with Spark 3.5, 4.0 and 4.1
Check out a demo notebook spark_ex/notebooks/spark_ex_demo.livemd at main · lukaszsamson/spark_ex · GitHub
Popular in Discussions
Other popular topics
Latest Livebook Threads
Chat & Discussions>Discussions
Latest on Elixir Forum
Sponsor Spotlight
Producing high quality Elixir screencasts since 2017.
Categories:
Sub Categories:
Forums
Popular Tags
- #ecto
- #liveview
- #troubleshooting
- #learning-elixir
- #deployment
- #library
- #erlang
- #testing
- #genserver
- #mix
- #absinthe
- #remote-other
- #otp
- #plug
- #how-to-question
- #macros
- #postgres
- #channels
- #elixirconf
- #exunit
- #discussion
- #code-sync
- #javascript
- #podcasts
- #onsite
- #dialyzer
- #docker
- #authentication
- #umbrella
- #full-time-contract
- #podcasts-by-brainlid
- #ecto-query
- #elixir-ls
- #phoenix_html
- #iex
- #blog-post
- #graphql
- #genstage
- #ai
- #websockets
- #supervisor
- #elixirconf-us
- #advent-of-code
- #distillery
- #processes
- #api
- #forms
- #metaprogramming
- #security
- #hex
Our Sponsors
Build Elixir applications with speed and confidence.
Supporting innovation across the BEAM ecosystem.
We build reliable cloud platforms for business-critical systems.
Catch errors, track performance, monitor hosts and more.
Error tracking for Elixir devs who love to ship. Start your free account.
Producing high quality Elixir screencasts since 2017.
Enabling companies to succeed by building software people love.
The deployment platform built for Elixir: PaaS ease, VPS control.
The team behind Membrane, Popcorn, LiveDebugger. Available for hire.
Courses that'll move you from confusion to "Aha, now I get it!"