pippin
Apache Spark
| pippin | Apache Spark | |
|---|---|---|
| 3 | 101 | |
| 14 | 38,530 | |
| - | 1.0% | |
| 6.6 | 10.0 | |
| 21 days ago | 4 days ago | |
| Go | Scala | |
| Apache License 2.0 | Apache License 2.0 |
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.
pippin
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Go concurrency simplified. Part 4: Post office as a data pipeline
take a look at the concurrent code written by other devs out there: for example, feel free to check the internals of my library Pippin, but I bet there are many better projects out there to learn from - Google/Bing/DuckDuckGo/Kagi and ChatGPT can help to find the right one
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Go concurrency simplified. Part 1: Channels and goroutines
Christmas season is around the corner, that's why another evening I was standing in a long queue at the post office with some Xmas presents packed inside the box. The line moved pretty slowly, as there was only one postman for the whole crowd of customers. The guy was running back and forth, and I felt really sorry for him. Not sure why, either out of boredom or because of several long evenings I spent working on my open-source library for managing asynchronous pipelines, but my brain turned engineering mode on and tried to optimize the process of handling parcels.
- Show HN: Pippin – Go library for creating and managing data pipelines
Apache Spark
- "xAI will open source Grok"
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Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
Recently I had to revisit the "JVM languages universe" again. Yes, language(s), plural! Java isn't the only language that uses the JVM. I previously used Scala, which is a JVM language, to use Apache Spark for Data Engineering workloads, but this is for another post 😉.
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🦿🛴Smarcity garbage reporting automation w/ ollama
Consume data into third party software (then let Open Search or Apache Spark or Apache Pinot) for analysis/datascience, GIS systems (so you can put reports on a map) or any ticket management system
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Go concurrency simplified. Part 4: Post office as a data pipeline
also, this knowledge applies to learning more about data engineering, as this field of software engineering relies heavily on the event-driven approach via tools like Spark, Flink, Kafka, etc.
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Five Apache projects you probably didn't know about
Apache SeaTunnel is a data integration platform that offers the three pillars of data pipelines: sources, transforms, and sinks. It offers an abstract API over three possible engines: the Zeta engine from SeaTunnel or a wrapper around Apache Spark or Apache Flink. Be careful, as each engine comes with its own set of features.
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Apache Spark VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
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Integrate Pyspark Structured Streaming with confluent-kafka
Apache Spark - https://spark.apache.org/
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Spark – A micro framework for creating web applications in Kotlin and Java
A JVM based framework named "Spark", when https://spark.apache.org exists?
- Rest in Peas: The Unrecognized Death of Speech Recognition (2010)
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PySpark SparkSession Builder with Kubernetes Master
I recently saw a pull request that was merged to the Apache/Spark repository that apparently adds initial Python bindings for PySpark on K8s. I posted a comment to the PR asking a question about how to use spark-on-k8s in a Python Jupyter notebook, and was told to ask my question here.
What are some alternatives?
Hunch - Hunch provides functions like: All, First, Retry, Waterfall etc., that makes asynchronous flow control more intuitive.
Trino - Official repository of Trino, the distributed SQL query engine for big data, former
Flow - Package flow provides support for basic FBP / pipelines
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
svgo - Go Language Library for SVG generation
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
memphis - Memphis.dev is a highly scalable and effortless data streaming platform
Scalding - A Scala API for Cascading
kyoo - Unlimited job queue for go, using a pool of concurrent workers processing the job queue entries
mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services
pond - 🔘 Minimalistic and High-performance goroutine worker pool written in Go
luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.