Images Yandex Data Proc
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For a complete listing of current and deprecated Data Proc images, please see Runtime environment.
2.0
Base components
The following components have been updated:
- HBase — 2.2.7.
- Hadoop — 3.2.2.
- Hive — 3.1.2.
- Livy — 0.8.0.
- Oozie — 5.2.1.
- Spark — 3.0.2.
- Tez — 0.10.0.
- Zeppelin — 0.9.0.
Deprecated components have been removed:
- Flume
- Sqoop
Python and machine learning libraries
Python has been updated to version 3.8.10.
The following libraries have been updated:
- IPython — 7.19.0.
- ipykernel — 5.3.4.
- Matplotlib — 3.2.2.
- pandas — 1.1.3.
- PyArrow — 1.0.1.
- PyHive — 0.6.1.
- scikit-learn — 0.23.2.
The following libraries have been deleted:
- CatBoost
- LightGBM
- TensorFlow
- XGBoost
1.4
Base components
The following components have been updated:
- HBase — 1.3.5.
- Hadoop — 2.10.0.
- Hive — 2.3.6.
- Flume — 1.9.0.
- Livy — 0.7.0.
- Oozie — 5.2.0.
- Spark — 2.4.6.
- Sqoop — 1.4.7.
- Tez — 0.9.2.
- Zeppelin — 0.8.2.
- Zookeeper — 3.4.14.
Python and machine learning libraries
Python has been updated to version 3.7.9.
The following libraries have been updated:
- CatBoost — 0.20.2.
- IPython — 7.9.0.
- ipykernel — 5.1.3.
- LightGBM — 2.3.0.
- Matplotlib — 3.1.1.
- pandas — 0.25.3.
- PyArrow — 0.13.0.
- PyHive — 0.6.1.
- scikit-learn — 0.21.3.
- TensorFlow— 1.15.0.
- XGBoost — 0.90.