Index

_

_current_exp_id() (in module splicemachine.mlflow_support.mlflow_support) _current_run_id() (in module splicemachine.mlflow_support.mlflow_support) _deploy_aws() (in module splicemachine.mlflow_support.mlflow_support) _deploy_azure() (in module splicemachine.mlflow_support.mlflow_support) _deploy_db() (in module splicemachine.mlflow_support.mlflow_support) _deploy_kubernetes() (in module splicemachine.mlflow_support.mlflow_support) _download_artifact() (in module splicemachine.mlflow_support.mlflow_support) _end_run() (in module splicemachine.mlflow_support.mlflow_support) _fetch_logs() (in module splicemachine.mlflow_support.mlflow_support) _get_current_run_data() (in module splicemachine.mlflow_support.mlflow_support) _get_deployed_models() (in module splicemachine.mlflow_support.mlflow_support) _get_model_name() (in module splicemachine.mlflow_support.mlflow_support) _get_run_ids_by_name() (in module splicemachine.mlflow_support.mlflow_support) _lm() (in module splicemachine.mlflow_support.mlflow_support) _load_model() (in module splicemachine.mlflow_support.mlflow_support)

_log_artifact() (in module splicemachine.mlflow_support.mlflow_support) _log_feature_transformations() (in module splicemachine.mlflow_support.mlflow_support) _log_model() (in module splicemachine.mlflow_support.mlflow_support) _log_model_params() (in module splicemachine.mlflow_support.mlflow_support) _log_pipeline_stages() (in module splicemachine.mlflow_support.mlflow_support) _login_director() (in module splicemachine.mlflow_support.mlflow_support) _lp() (in module splicemachine.mlflow_support.mlflow_support) _mlflow_patch() (in module splicemachine.mlflow_support.mlflow_support) _register_feature_store() (in module splicemachine.mlflow_support.mlflow_support) _register_splice_context() (in module splicemachine.mlflow_support.mlflow_support) _remove_active_training_set() (in module splicemachine.mlflow_support.mlflow_support) _set_mlflow_uri() (in module splicemachine.mlflow_support.mlflow_support) _start_run() (in module splicemachine.mlflow_support.mlflow_support) _timer() (in module splicemachine.mlflow_support.mlflow_support) _undeploy_kubernetes() (in module splicemachine.mlflow_support.mlflow_support) _watch_job() (in module splicemachine.mlflow_support.mlflow_support)

A

add_node() (DecisionTreeVisualizer static method) alter_feature_set() (FeatureStore method) alter_training_view() (FeatureStore method) analyzeSchema() (ExtPySpliceContext method) (PySpliceContext method)

analyzeTable() (ExtPySpliceContext method) (PySpliceContext method) autoCommitting() (ExtPySpliceContext method)

B

best_fit_distribution() (in module splicemachine.stats) bulkImportHFile() (ExtPySpliceContext method) (PySpliceContext method)

bulkImportHFileWithRdd() (ExtPySpliceContext method) (PySpliceContext method)

C

columnNamesCaseSensitive() (ExtPySpliceContext method) (PySpliceContext method) commit() (ExtPySpliceContext method) create_aggregation_feature_set_from_source() (FeatureStore method) create_feature() (FeatureStore method) create_feature_set() (FeatureStore method) create_source() (FeatureStore method) create_training_view() (FeatureStore method)

createAndInsertTable() (ExtPySpliceContext method) (PySpliceContext method) createDataFrame() (ExtPySpliceContext method) (PySpliceContext method) createTable() (ExtPySpliceContext method) (PySpliceContext method) createTableWithSchema() (ExtPySpliceContext method) (PySpliceContext method)

D

DecisionTreeVisualizer (class in splicemachine.stats) delete() (ExtPySpliceContext method) (PySpliceContext method) deleteWithRdd() (ExtPySpliceContext method) (PySpliceContext method) deploy_feature_set() (FeatureStore method) describe_feature_set() (FeatureStore method) describe_feature_sets() (FeatureStore method) describe_training_view() (FeatureStore method)

describe_training_views() (FeatureStore method) df() (ExtPySpliceContext method) (PySpliceContext method) display_feature_search() (FeatureStore method) display_model_drift() (FeatureStore method) display_model_feature_drift() (FeatureStore method) dropTable() (ExtPySpliceContext method) (PySpliceContext method) dropTableIfExists() (ExtPySpliceContext method) (PySpliceContext method)

E

estimateCovariance() (in module splicemachine.stats) execute() (ExtPySpliceContext method) (PySpliceContext method) executeUpdate() (ExtPySpliceContext method) (PySpliceContext method)

export() (ExtPySpliceContext method) (PySpliceContext method) exportBinary() (ExtPySpliceContext method) (PySpliceContext method) ExtPySpliceContext (class in splicemachine.spark.context)

F

Feature (class in splicemachine.features.feature) feature_exists() (FeatureStore method) feature_importance() (DecisionTreeVisualizer static method) feature_set_exists() (FeatureStore method)

FeatureSet (class in splicemachine.features.feature_set) FeatureStore (class in splicemachine.features.feature_store) fileToTable() (ExtPySpliceContext method) (PySpliceContext method)

G

get_backfill_intervals() (FeatureStore method) get_backfill_sql() (FeatureStore method) get_confusion_matrix() (in module splicemachine.stats) get_deployments() (FeatureStore method) get_feature_description() (FeatureStore method) get_feature_details() (FeatureStore method) get_feature_primary_keys() (FeatureStore method) get_feature_sets() (FeatureStore method) get_feature_vector() (FeatureStore method) get_feature_vector_sql_from_training_view() (FeatureStore method) get_features_by_name() (FeatureStore method) get_features_from_feature_set() (FeatureStore method) get_mlflow_ui() (in module splicemachine.notebook) get_pipeline_sql() (FeatureStore method) get_results() (SpliceBaseEvaluator method)

get_spark_ui() (in module splicemachine.notebook) get_string_pipeline() (in module splicemachine.stats) get_summary() (FeatureStore method) get_training_set() (FeatureStore method) get_training_set_by_name() (FeatureStore method) get_training_set_features() (FeatureStore method) get_training_set_from_deployment() (FeatureStore method) get_training_set_from_view() (FeatureStore method) get_training_view() (FeatureStore method) get_training_view_features() (FeatureStore method) get_training_view_id() (FeatureStore method) get_training_views() (FeatureStore method) getConnection() (ExtPySpliceContext method) (PySpliceContext method) getSchema() (ExtPySpliceContext method) (PySpliceContext method)

H

hide_toggle() (in module splicemachine.notebook)

I

IndReconstructer (class in splicemachine.stats) input() (SpliceBaseEvaluator method) (SpliceBinaryClassificationEvaluator method) insert() (ExtPySpliceContext method) (PySpliceContext method) insertRdd() (ExtPySpliceContext method) (PySpliceContext method) insertRddWithStatus() (ExtPySpliceContext method) (PySpliceContext method) insertWithStatus() (ExtPySpliceContext method) (PySpliceContext method)

inspectTable() (in module splicemachine.stats) internalDf() (ExtPySpliceContext method) (PySpliceContext method) internalRdd() (ExtPySpliceContext method) (PySpliceContext method) is_categorical() (Feature method) is_continuous() (Feature method) is_deployed() (FeatureSet method) is_ordinal() (Feature method)

L

link_training_set_to_mlflow() (FeatureStore method)

list_training_sets() (FeatureStore method) login_fs() (FeatureStore method)

M

make_pdf() (in module splicemachine.stats) mergeInto() (ExtPySpliceContext method) (PySpliceContext method) mergeIntoWithRdd() (ExtPySpliceContext method) (PySpliceContext method) module splicemachine.features splicemachine.features.feature splicemachine.features.feature_set splicemachine.features.feature_store splicemachine.features.training_view splicemachine.mlflow_support.mlflow_support splicemachine.notebook splicemachine.spark splicemachine.spark.context splicemachine.stats

O

OneHotDummies (class in splicemachine.stats)

OverSampleCrossValidator (class in splicemachine.stats) OverSampler (class in splicemachine.stats)

P

pandasToSpark() (ExtPySpliceContext method) (PySpliceContext method) parse() (DecisionTreeVisualizer static method)

pca_with_scores() (in module splicemachine.stats) plotROC() (SpliceBinaryClassificationEvaluator method) postprocessing_pipeline() (in module splicemachine.stats) PySpliceContext (class in splicemachine.spark.context)

R

rdd() (ExtPySpliceContext method) (PySpliceContext method) reconstructPCA() (in module splicemachine.stats) register_splice_context() (FeatureStore method) releaseSavepoint() (ExtPySpliceContext method) remove_feature() (FeatureStore method) remove_feature_set() (FeatureStore method) remove_source() (FeatureStore method)

remove_training_view() (FeatureStore method) replaceDataframeSchema() (ExtPySpliceContext method) (PySpliceContext method) replacer() (DecisionTreeVisualizer static method) rollback() (ExtPySpliceContext method) rollbackToSavepoint() (ExtPySpliceContext method) Rounder (class in splicemachine.stats) run_feature_elimination() (FeatureStore method) run_sql() (in module splicemachine.notebook)

S

set_feature_description() (FeatureStore method) set_feature_store_url() (FeatureStore method) set_token() (FeatureStore method) setAutoCommitOff() (ExtPySpliceContext method) setAutoCommitOn() (ExtPySpliceContext method) setSavepoint() (ExtPySpliceContext method) setSavepointWithName() (ExtPySpliceContext method) SpliceBaseEvaluator (class in splicemachine.stats) SpliceBinaryClassificationEvaluator (class in splicemachine.stats) splicemachine.features module splicemachine.features.feature module splicemachine.features.feature_set module splicemachine.features.feature_store module

splicemachine.features.training_view module splicemachine.mlflow_support.mlflow_support module splicemachine.notebook module splicemachine.spark module splicemachine.spark.context module splicemachine.stats module SpliceMultiClassificationEvaluator (class in splicemachine.stats) SpliceRegressionEvaluator (class in splicemachine.stats) splitAndInsert() (ExtPySpliceContext method) (PySpliceContext method)

T

tableExists() (ExtPySpliceContext method) (PySpliceContext method) toLower() (ExtPySpliceContext method) (PySpliceContext method) toUpper() (ExtPySpliceContext method) (PySpliceContext method)

training_view_exists() (FeatureStore method) TrainingView (class in splicemachine.features.training_view) transactional() (ExtPySpliceContext method) tree_json() (DecisionTreeVisualizer static method) truncateTable() (ExtPySpliceContext method) (PySpliceContext method)

U

update() (ExtPySpliceContext method) (PySpliceContext method) update_feature_metadata() (FeatureStore method) update_feature_set() (FeatureStore method) update_training_view() (FeatureStore method)

updateWithRdd() (ExtPySpliceContext method) (PySpliceContext method) upsert() (ExtPySpliceContext method) (PySpliceContext method) upsertWithRdd() (ExtPySpliceContext method) (PySpliceContext method)

V

varianceExplained() (in module splicemachine.stats)

vector_assembler_pipeline() (in module splicemachine.stats) visualize() (DecisionTreeVisualizer static method)