Apache Spark
Redis
| Apache Spark | Redis | |
|---|---|---|
| 101 | 321 | |
| 38,530 | 65,060 | |
| 1.0% | 1.3% | |
| 10.0 | 9.7 | |
| 3 days ago | 5 days ago | |
| Scala | C | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
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.
Redis
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Hanami and HTMX - progress bar
Hi there! I want to show off a little feature I made using hanami, htmx and a little bit of redis + sidekiq.
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What do you want to watch next? This is why I built GoodWatch.
Data Handling: Utilizes Windmill for data pipelines, with a primary database powered by PostgreSQL. Auxiliary data storage is handled by MongoDB, with Redis for caching to optimize performance
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Valkey Is Rapidly Overtaking Redis
One of the challenges Redis labs here have is that there's very little reason for their userbase to stay loyal to them.
antirez retired from Redis development a few years ago.
From https://github.com/redis/redis/graphs/contributors it looks like activity since he left has been mostly from people who didn't overlap with him much.
Redis Labs have not shown themselves to be outstanding stewards of the project as far as I can tell. Why shouldn't people support the fork?
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Handling Multiple requests with Redis and Bullmq
Redis
- Redis is not "open core" (2021)
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Software Engineering Workflow
Redis - real time data storage with different data structures in a cache
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Redict 7.3.0, a copyleft fork of Redis, is now available
[0] https://github.com/redis/redis/blob/unstable/CONTRIBUTING.md
- It has been ten days since the last commit was pushed to Redis
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Containerize your multi-services app with docker compose
Cache: a Redis cache
- Fix Redis Drama
What are some alternatives?
Trino - Official repository of Trino, the distributed SQL query engine for big data, former
Redis - 🚀 A robust, performance-focused, and full-featured Redis client for Node.js.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
LevelDB - LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
RabbitMQ - Open source RabbitMQ: core server and tier 1 (built-in) plugins
Scalding - A Scala API for Cascading
Polly - Polly is a .NET resilience and transient-fault-handling library that allows developers to express policies such as Retry, Circuit Breaker, Timeout, Bulkhead Isolation, and Fallback in a fluent and thread-safe manner. From version 6.0.1, Polly targets .NET Standard 1.1 and 2.0+.
mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services
celery - Distributed Task Queue (development branch)
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.
Riak - Riak is a decentralized datastore from Basho Technologies.