Functionality by Vertica Version

VerticaPy is compatible with Vertica v8.0.x and above, but the the availability and exact functionality of certain functions and models in VerticaPy depend on the version of your Vertica database.

Vertica 8.0.x

• Unavailable: PCA, SVD, IsolationForest, DummyTreeRegressor, DummyTreeClassifier, DecisionTreeRegressor, DecisionTreeClassifier, RandomForestRegressor, RandomForestClassifier, XGBoostRegressor, XGBoostClassifier, Balance, Normalizer, OneHotEncoder, LinearSVC, LinearSVR, BisectingKMeans, KernelDensity, PRC Curve, and CountVectorizer.

Vertica 8.1.x

• Unavailable: PCA, SVD, IsolationForest, DummyTreeRegressor, DummyTreeClassifier, DecisionTreeRegressor, DecisionTreeClassifier, RandomForestRegressor, RandomForestClassifier, XGBoostRegressor, XGBoostClassifier, Balance, LinearSVC, LinearSVR, BisectingKMeans, KernelDensity, PRC Curve, and OneHotEncoder.




• Available in 8.1.1 and above: Balance, DummyTreeClassifier, DecisionTreeClassifier, RandomForestClassifier

Vertica 9.0.x

• Unavailable: PCA, SVD, IsolationForest, DummyTreeRegressor, DecisionTreeRegressor, RandomForestRegressor, XGBoostRegressor, XGBoostClassifier, LinearSVC, LinearSVR, BisectingKMeans, and PRC Curve.




• Available in 9.0.1 and above: DummyTreeRegressor, DecisionTreeRegressor, RandomForestRegressor and KernelDensity

Vertica 9.1.x to 9.3.x

• Unavailable: IsolationForest, XGBoostRegressor, XGBoostClassifier, and BisectingKMeans.

• Available in 9.3.1 and above: BisectingKMeans

Vertica 10.0.x

• Unavailable: IsolationForest, XGBoostRegressor, and XGBoostClassifier.

Vertica 10.1.x

• Unavailable: IsolationForest

Vertica 11.x.x

• Unavailable: IsolationForest

Vertica 12.x.x

• Unavailable: None

Function Prerequisites

Some features in VerticaPy have dependencies. For more information, see optional packages.