UNED 2024

• Python 3.10.12 with a Data Science stack
• R 4.3
• Jupyter Notebook with Python & R kernels
• Optional provisioning for additional packages
• Patched causalimpact package
• Based on Ubuntu 22.04

UAM v. 3.2 (Spark 3.4.1)

• Ubuntu 22.04 with Python 3.10 & R 4.3
• Spark 3.4.1
• Configuration for GraphFrames 0.8.3
• Jupyter Notebook with Python 3, Pyspark, Scala & R kernels
• Optional provisioning for a number of packages

UNED 2023

• Python 3.10.6 with a scientific stack
• R 4.2
• Jupyter Notebook with Python & R kernels
• Optional provisioning for additional packages
• Based on Ubuntu 22.04

UNED 2022

• Python 3.8.10 with a scientific stack
• R 4.1.3
• Jupyter Notebook with Python & R kernels
• Optional provisioning for additional packages
• Based on Ubuntu 20.04

UAM v. 3.1 (Spark 3.1.2)

• Ubuntu 20.04 with Python 3.8.5 & R 4.0.3
• Spark 3.1.2
• Configuration for GraphFrames 0.8.2
• Jupyter Notebook with Python 3, Pyspark, Scala & R kernels
• Optional provisioning for a number of packages

CESTE v. 1.0

• Spark 3.1.2
• Optional provisionings for
  • Hadoop
  • ELK
  • noSQL
  • Kafka (& Kafdrop)

UNED 2021

• Python 3.8.5 with a scientific stack
• R 4.0.3
• Jupyter Notebook with Python & R kernels
• Optional provisioning for additional packages
• Based on Ubuntu 20.04

UAM v2.5.1 (Spark 2.4.6)

Bugfix over 2.5

• activate NAT DNS resolver, to help in VPN settings
• default is 2 CPUs
• fix R configfile creation

UAM v2.5 (Spark 2.4.6)

• Apache Spark 2.4.6
• Configuration for GraphFrames 0.8.0
• Python 3.6.7 with a scientific stack
• R 3.6.2 & RStudio
• Jupyter Notebook with Python 3, Pyspark, Scala & R kernels
• Optional provisioning for a number of packages

DatAcademy - NLP

• Python 3.6 (plain Python, with additional libraries such as NumPy, SciPy, Pandas, Matplotlib, Scikit-learn, etc),
• Pyspark (Python 3.6 + libraries + Spark),
• Scala 2.11 + Spark
• R (with SparkR available, though not loaded by default).
• NLP libraries and tools
• DL libraries (Tensorflow, PyTorch, Keras)