Zeppelin
Apache Shiro
| Zeppelin | Apache Shiro | |
|---|---|---|
| 8 | 4 | |
| 6,266 | 4,263 | |
| 0.2% | 0.3% | |
| 8.7 | 9.5 | |
| 5 days ago | 4 days ago | |
| Java | Java | |
| 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.
Zeppelin
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Serverless Apache Zeppelin on AWS
Now we can proceed with the definition of Apache Zeppelin. It is a web-based notebook that enables data-driven, interactive data analytics and collaborative documents with Python, Scala, SQL, Spark, and more. You can execute code and even schedule a job (via cron) to run at regular intervals.
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Visualization using Pyspark Dataframe
Have you tried Apache Zepellin I remember that you can pretty print spark dataframes directly on it with z.show(df)
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Fast CSV Processing with SIMD
I used to use Zeppelin, some kind of Jupyter Notebook for Spark (that supports Parquet). But it may be better alternatives.
https://zeppelin.apache.org/
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What libraries do you use for machine learning and data visualizing in scala?
Another more widely used notebooks for scala and spark: https://zeppelin.apache.org/
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How to use IPython in Apache Zeppelin Notebook
[1] Apache Zeppelin http://zeppelin.apache.org/ [2] Zeppelin notebooks website http://zeppelin-notebook.com/. [3] Zeppelin notebooks git repo https://github.com/zjffdu/zeppelin-notebook
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BI Application in Golang.
Apache Zeppelin
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Using InterSystems Caché and Apache Zeppelin
For all who think: What the heck is Apache Zeppelin? Here are some details what the project site says:
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Is there a way to collaborate in real-time for Jupyter Notebooks?
Check out Zeppelin. It's similar to Jupyter and allows real-time editing by multiple users. https://zeppelin.apache.org/
Apache Shiro
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Serverless Apache Zeppelin on AWS
The only missing feature in this architecture is the login and logout capability. In this case, Apache Zeppelin provides Shiro for notebook authentication. Apache Shiro is a powerful and easy-to-use Java security framework that performs authentication, authorization, cryptography, and session management. Here, you can find a step-by-step guide about how Shiro works. This example uses the default configuration.
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Reaper 3.0 for Apache Cassandra is available
Shiro 1.8.0
- Apache Shiro
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Libraries, Frameworks and Technologies you would NOT recommend
Apache Shiro is another security framework. I haven't tried it out myself, but I was sorely tempted to when trying to set up Spring Security.
What are some alternatives?
Breeze - Breeze is a numerical processing library for Scala.
Keycloak - Open Source Identity and Access Management For Modern Applications and Services
Spark Notebook - Interactive and Reactive Data Science using Scala and Spark.
Spring Security - Spring Security
Algebird - Abstract Algebra for Scala
pac4j - Security engine for Java (authentication, authorization, multi frameworks): OAuth, CAS, SAML, OpenID Connect, LDAP, JWT...
Figaro - Figaro Programming Language and Core Libraries
jCasbin - An authorization library that supports access control models like ACL, RBAC, ABAC in Java
BigDL - Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.
Bouncy Castle - Bouncy Castle Java Distribution (Mirror)
Smile - Statistical Machine Intelligence & Learning Engine
OACC Framework - OACC (Object ACcess Control) is an advanced Java Application Security Framework