sbt-missinglink
An sbt plugin for missinglink (by scalacenter)
Apache Spark
Apache Spark - A unified analytics engine for large-scale data processing (by apache)
| sbt-missinglink | Apache Spark | |
|---|---|---|
| 5 | 101 | |
| 132 | 38,414 | |
| 0.0% | 0.6% | |
| 2.6 | 10.0 | |
| 8 months ago | about 6 hours ago | |
| Scala | Scala | |
| Apache License 2.0 | Apache License 2.0 |
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.
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.
sbt-missinglink
Posts with mentions or reviews of sbt-missinglink.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-31.
-
Scala isn't fun anymore
And then there's sbt-missinglink, which can check that all the libraries that you're using in your application are compatible with each other (that one doesn't link to a missing class or method -- do you see? :) ). It prevents NoClassDefFoundError/NoSuchMethodError from happening at runtime.
- A Scala rant
-
sbt-missinglink 0.3.2 has been released: Multi-Release JARs and concurrency
sbt-missinglink can analyze all your projects concurrently. It can take a lot of memory, so you may want to limit the degree of concurrency via missinglinkConflictsTag
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Preventing version conflicts with versionScheme (improving the Scala library ecosystem)
In our company, we've had good experience with sbt-missinglink. It's an sbt plugin made by Scala Center that wraps the MissingLink tool. It solves the problem the linked article describes, but does so in a more fundamental way. Instead of looking at versions of packages, it goes through all the class files and analyses possible "binary" conflicts.
Apache Spark
Posts with mentions or reviews of Apache Spark.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-03-11.
- "xAI will open source Grok"
-
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
-
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.
-
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.
-
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/
-
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)
-
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?
When comparing sbt-missinglink and Apache Spark you can also consider the following projects:
soot - Soot - A Java optimization framework
Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
FrameworkBenchmarks - Source for the TechEmpower Framework Benchmarks project
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
mdoc - Typechecked markdown documentation for Scala
Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Scalding - A Scala API for Cascading
mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services
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.
Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing
Weka
Smile - Statistical Machine Intelligence & Learning Engine