Module imported (1.5.0)

Imported models.

Classes

ONNXModel

  ONNXModel 
 ( 
 model_path 
 : 
 str 
 , 
 * 
 , 
 session 
 : 
 typing 
 . 
 Optional 
 [ 
 bigframes 
 . 
 session 
 . 
 Session 
 ] 
 = 
 None 
 ) 
 

Imported Open Neural Network Exchange (ONNX) model.

Parameters
Name
Description
model_path
str

Cloud Storage path that holds the model files.

session
BigQuery Session

BQ session to create the model.

TensorFlowModel

  TensorFlowModel 
 ( 
 model_path 
 : 
 str 
 , 
 * 
 , 
 session 
 : 
 typing 
 . 
 Optional 
 [ 
 bigframes 
 . 
 session 
 . 
 Session 
 ] 
 = 
 None 
 ) 
 

Imported TensorFlow model.

Parameters
Name
Description
model_path
str

Cloud Storage path that holds the model files.

session
BigQuery Session

BQ session to create the model.

XGBoostModel

  XGBoostModel 
 ( 
 model_path 
 : 
 str 
 , 
 * 
 , 
 input 
 : 
 typing 
 . 
 Mapping 
 [ 
 str 
 , 
 str 
 ] 
 = 
 {}, 
 output 
 : 
 typing 
 . 
 Mapping 
 [ 
 str 
 , 
 str 
 ] 
 = 
 {}, 
 session 
 : 
 typing 
 . 
 Optional 
 [ 
 bigframes 
 . 
 session 
 . 
 Session 
 ] 
 = 
 None 
 ) 
 

Imported XGBoost model.

Parameters
Name
Description
model_path
str

Cloud Storage path that holds the model files.

input
Dict, default None

Specify the model input schema information when you create the XGBoost model. The input should be the format of {field_name: field_type}. Input is optional only if feature_names and feature_types are both specified in the model file. Supported types are "bool", "string", "int64", "float64", "array

output
Dict, default None

Specify the model output schema information when you create the XGBoost model. The input should be the format of {field_name: field_type}. Output is optional only if feature_names and feature_types are both specified in the model file. Supported types are "bool", "string", "int64", "float64", "array

session
BigQuery Session

BQ session to create the model.

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