primrose
Overview
Getting Started
DAG Configurations
Configuration Files
Comments
Configuration File Fragment Substitution
Configuration File Validation
Configuration Metadata
traverser key
section_registry key
section_run key
data_object key
Primrose Command Line Interface
Developer Notes
DataObject
Saving Data
Getting Data
Other methods
primrose
Docs
»
Index
Index
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A
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B
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C
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D
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E
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F
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G
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
_
__getattr__() (dag.traverser_factory.TraverserFactory method)
(primrose.dag.traverser_factory.TraverserFactory method)
(primrose.node_factory.NodeFactory method)
__repr__() (primrose.data_object.DataObject method)
A
AbstractConditionalPath (class in base.conditional_path_node)
(class in primrose.base.conditional_path_node)
AbstractFileWriter (class in primrose.writers.abstract_file_writer)
(class in writers.abstract_file_writer)
AbstractModel (class in base.model)
(class in primrose.base.model)
AbstractNode (class in base.node)
(class in primrose.base.node)
AbstractPipeline (class in base.pipeline)
(class in primrose.base.pipeline)
AbstractPostprocess (class in base.postprocess)
(class in primrose.base.postprocess)
AbstractReader (class in base.reader)
(class in primrose.base.reader)
AbstractSearchEngine (class in base.search_engine)
(class in primrose.base.search_engine)
AbstractSqlReader (class in base.sql_reader)
(class in primrose.base.sql_reader)
AbstractSuccess (class in base.success)
(class in primrose.base.success)
AbstractTransformer (class in base.transformer)
(class in primrose.base.transformer)
AbstractWriter (class in base.writer)
(class in primrose.base.writer)
add() (base.transformer_sequence.TransformerSequence method)
(primrose.base.transformer_sequence.TransformerSequence method)
(primrose.data_object.DataObject method)
add_edge() (primrose.configuration.configuration_dag.ConfigurationDag static method)
all_nodes_to_prune() (base.conditional_path_node.AbstractConditionalPath method)
(primrose.base.conditional_path_node.AbstractConditionalPath method)
AwesomeModel (class in primrose.templates.awesome_model)
AwesomeReader (class in primrose.templates.awesome_reader)
B
base (module)
base.conditional_path_node (module)
base.model (module)
base.node (module)
base.pipeline (module)
base.postprocess (module)
base.reader (module)
base.search_engine (module)
base.sql_reader (module)
base.success (module)
base.transformer (module)
base.transformer_sequence (module)
base.writer (module)
C
cache_data_object() (primrose.dag_runner.DagRunner method)
check_config() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
check_connected_components() (primrose.configuration.configuration_dag.ConfigurationDag method)
check_dag() (primrose.configuration.configuration_dag.ConfigurationDag method)
check_for_cycles() (primrose.configuration.configuration_dag.ConfigurationDag method)
check_for_upstream() (primrose.dag_runner.DagRunner method)
check_for_upstream_transformers() (base.pipeline.AbstractPipeline method)
(primrose.base.pipeline.AbstractPipeline method)
check_metadata() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
check_node_exists() (primrose.configuration.configuration_dag.ConfigurationDag static method)
check_sections() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
CLASS_KEY (primrose.node_factory.NodeFactory attribute)
CLASS_PREFIX (primrose.node_factory.NodeFactory attribute)
cleanup (module)
(primrose.configuration.util.OperationType attribute)
cleanup.logging_success (module)
ClusterPlotter (class in dataviz.cluster_plotter)
(class in primrose.dataviz.cluster_plotter)
ColumnSpecificImpute (class in primrose.transformers.impute)
(class in transformers.impute)
conditionalpath (module)
conditionalpath.simple_switch (module)
config_for_instance() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
ConfigLayerTraverser (class in dag.config_layer_traverser)
(class in primrose.dag.config_layer_traverser)
Configuration (class in configuration)
(class in primrose.configuration.configuration)
configuration (module)
ConfigurationDag (class in primrose.configuration.configuration_dag)
ConfigurationError
ConfigurationSectionType (class in primrose.configuration.util)
cosine_similarity_matrix() (base.search_engine.AbstractSearchEngine method)
(primrose.base.search_engine.AbstractSearchEngine method)
create_dag() (primrose.configuration.configuration_dag.ConfigurationDag method)
create_data_object() (primrose.dag_runner.DagRunner method)
create_db_connection() (primrose.readers.mysql_helper.MySQLHelper static method)
(primrose.readers.postgres_helper.PostgresHelper static method)
(readers.mysql_helper.MySQLHelper static method)
(readers.postgres_helper.PostgresHelper static method)
CsvReader (class in primrose.readers.csv_reader)
(class in readers.csv_reader)
CsvWriter (class in primrose.writers.csv_writer)
(class in writers.csv_writer)
D
dag (module)
dag.config_layer_traverser (module)
dag.dag_traverser (module)
dag.depth_first_traverser (module)
dag.traverser_factory (module)
DagRunner (class in primrose.dag_runner)
DagTraverser (class in dag.dag_traverser)
(class in primrose.dag.dag_traverser)
DATA_KEY (primrose.data_object.DataObject attribute)
(primrose.readers.deserializer.Deserializer attribute)
(primrose.readers.deserializer.GcsDeserializer attribute)
(primrose.readers.dill_reader.DillReader attribute)
(primrose.readers.gcs_dill_reader.GcsDillReader attribute)
(readers.deserializer.Deserializer attribute)
(readers.deserializer.GcsDeserializer attribute)
(readers.dill_reader.DillReader attribute)
(readers.gcs_dill_reader.GcsDillReader attribute)
DataFrameJoiner (class in pipelines.dataframe_joiner)
(class in primrose.pipelines.dataframe_joiner)
DataObject (class in primrose.data_object)
DataObjectResponseType (class in primrose.data_object)
dataviz (module)
(primrose.configuration.util.OperationType attribute)
dataviz.cluster_plotter (module)
DEFAULT_NUMERIC (primrose.transformers.categoricals.ExplicitCategoricalTransform attribute)
(transformers.categoricals.ExplicitCategoricalTransform attribute)
DEFAULT_RESPONSE_TYPE (primrose.data_object.DataObject attribute)
DepthFirstTraverser (class in dag.depth_first_traverser)
(class in primrose.dag.depth_first_traverser)
descendents() (primrose.configuration.configuration_dag.ConfigurationDag method)
Deserializer (class in primrose.readers.deserializer)
(class in readers.deserializer)
destinations_to_prune() (base.conditional_path_node.AbstractConditionalPath method)
(conditionalpath.simple_switch.SimpleSwitch method)
(primrose.base.conditional_path_node.AbstractConditionalPath method)
(primrose.conditionalpath.simple_switch.SimpleSwitch method)
dict_raise_on_duplicates() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
DillReader (class in primrose.readers.dill_reader)
(class in readers.dill_reader)
DillWriter (class in primrose.writers.dill_writer)
(class in writers.dill_writer)
download_blobs_as_strings() (primrose.readers.deserializer.GcsDeserializer method)
(primrose.readers.gcs_dill_reader.GcsDillReader method)
(readers.deserializer.GcsDeserializer method)
(readers.gcs_dill_reader.GcsDillReader method)
E
EncodeTrainTestSplit (class in pipelines.encode_train_test_split)
(class in primrose.pipelines.encode_train_test_split)
EVAL (primrose.util.RunModes attribute)
eval_model() (base.model.AbstractModel method)
(base.search_engine.AbstractSearchEngine method)
(models.sklearn_classifier_model.SklearnClassifierModel method)
(models.sklearn_model.SklearnModel method)
(primrose.base.model.AbstractModel method)
(primrose.base.search_engine.AbstractSearchEngine method)
(primrose.models.sklearn_classifier_model.SklearnClassifierModel method)
(primrose.models.sklearn_model.SklearnModel method)
(primrose.templates.awesome_model.AwesomeModel method)
evaluate_no_ground_truth_classifier_metrics() (models.sklearn_model.SklearnModel static method)
(primrose.models.sklearn_model.SklearnModel static method)
evaluate_regression_metrics() (models.sklearn_model.SklearnModel static method)
(primrose.models.sklearn_model.SklearnModel static method)
execute_pipeline() (base.pipeline.AbstractPipeline method)
(primrose.base.pipeline.AbstractPipeline method)
ExplicitCategoricalTransform (class in primrose.transformers.categoricals)
(class in transformers.categoricals)
extract_mysql_credentials() (primrose.readers.mysql_helper.MySQLHelper static method)
(readers.mysql_helper.MySQLHelper static method)
extract_postgres_credentials() (primrose.readers.postgres_helper.PostgresHelper static method)
(readers.postgres_helper.PostgresHelper static method)
F
features() (pipelines.train_test_split.TrainTestSplit method)
(primrose.pipelines.train_test_split.TrainTestSplit method)
FileWriter (class in primrose.writers.file_writer)
(class in writers.file_writer)
filter_sequence() (primrose.dag_runner.DagRunner method)
FilterByPandasExpression (class in primrose.transformers.filter)
(class in transformers.filter)
final_data_object_additions() (pipelines.encode_train_test_split.EncodeTrainTestSplit method)
(pipelines.train_test_split.TrainTestSplit method)
(primrose.pipelines.encode_train_test_split.EncodeTrainTestSplit method)
(primrose.pipelines.train_test_split.TrainTestSplit method)
first_transformer_in_sequence() (pipelines.encode_train_test_split.EncodeTrainTestSplit property)
(primrose.pipelines.encode_train_test_split.EncodeTrainTestSplit property)
FIT (base.pipeline.PipelineModeType attribute)
(primrose.base.pipeline.PipelineModeType attribute)
fit() (base.transformer.AbstractTransformer method)
(primrose.base.transformer.AbstractTransformer method)
(primrose.transformers.categoricals.ExplicitCategoricalTransform method)
(primrose.transformers.categoricals.ImplicitCategoricalTransform method)
(primrose.transformers.combine.LeftJoinDataCombiner method)
(primrose.transformers.filter.FilterByPandasExpression method)
(primrose.transformers.impute.ColumnSpecificImpute method)
(primrose.transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
(primrose.transformers.strings.StringTransformer method)
(transformers.categoricals.ExplicitCategoricalTransform method)
(transformers.categoricals.ImplicitCategoricalTransform method)
(transformers.combine.LeftJoinDataCombiner method)
(transformers.filter.FilterByPandasExpression method)
(transformers.impute.ColumnSpecificImpute method)
(transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
(transformers.strings.StringTransformer method)
fit_training_data() (models.sklearn_cluster_model.SklearnClusterModel method)
(models.sklearn_regression_model.SklearnRegressionModel method)
(primrose.models.sklearn_cluster_model.SklearnClusterModel method)
(primrose.models.sklearn_regression_model.SklearnRegressionModel method)
FIT_TRANSFORM (base.pipeline.PipelineModeType attribute)
(primrose.base.pipeline.PipelineModeType attribute)
fit_transform() (base.pipeline.AbstractPipeline method)
(base.transformer.AbstractTransformer method)
(pipelines.train_test_split.TrainTestSplit method)
(primrose.base.pipeline.AbstractPipeline method)
(primrose.base.transformer.AbstractTransformer method)
(primrose.pipelines.train_test_split.TrainTestSplit method)
(primrose.transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
(transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
G
GcsDeserializer (class in primrose.readers.deserializer)
(class in readers.deserializer)
GcsDillReader (class in primrose.readers.gcs_dill_reader)
(class in readers.gcs_dill_reader)
get() (primrose.data_object.DataObject method)
get_connection() (base.sql_reader.AbstractSqlReader method)
(primrose.base.sql_reader.AbstractSqlReader method)
(primrose.readers.mysql_reader.MySQLReader method)
(primrose.readers.oracle_reader.OracleReader method)
(primrose.readers.postgres_reader.PostgresReader method)
(primrose.readers.redshift_reader.OracleReader method)
(primrose.readers.sqlite_reader.SQLiteReader method)
(readers.mysql_reader.MySQLReader method)
(readers.oracle_reader.OracleReader method)
(readers.postgres_reader.PostgresReader method)
(readers.redshift_reader.OracleReader method)
(readers.sqlite_reader.SQLiteReader method)
get_env_val() (in module primrose.readers.database_helper)
(in module readers.database_helper)
get_filtered_upstream_data() (primrose.data_object.DataObject method)
get_optional_config() (primrose.readers.csv_reader.CsvReader method)
(primrose.writers.csv_writer.CsvWriter method)
(readers.csv_reader.CsvReader method)
(writers.csv_writer.CsvWriter method)
get_scores() (models.sklearn_cluster_model.SklearnClusterModel method)
(models.sklearn_regression_model.SklearnRegressionModel method)
(primrose.models.sklearn_cluster_model.SklearnClusterModel method)
(primrose.models.sklearn_regression_model.SklearnRegressionModel method)
get_upstream_data() (primrose.data_object.DataObject method)
I
IMPLEMENTATION_CONFIG (primrose.configuration.util.ConfigurationSectionType attribute)
ImplicitCategoricalTransform (class in primrose.transformers.categoricals)
(class in transformers.categoricals)
init_pipeline() (base.pipeline.AbstractPipeline method)
(pipelines.dataframe_joiner.DataFrameJoiner method)
(pipelines.encode_train_test_split.EncodeTrainTestSplit method)
(pipelines.sklearn_preprocessing_pipeline.SklearnPreprocessingPipeline method)
(primrose.base.pipeline.AbstractPipeline method)
(primrose.pipelines.dataframe_joiner.DataFrameJoiner method)
(primrose.pipelines.encode_train_test_split.EncodeTrainTestSplit method)
(primrose.pipelines.sklearn_preprocessing_pipeline.SklearnPreprocessingPipeline method)
initial_check_sequence() (primrose.dag_runner.DagRunner method)
instance (dag.traverser_factory.TraverserFactory attribute)
(primrose.dag.traverser_factory.TraverserFactory attribute)
(primrose.node_factory.NodeFactory attribute)
INSTANCE_KEY_VALUE (primrose.data_object.DataObjectResponseType attribute)
K
KEY_VALUE (primrose.data_object.DataObjectResponseType attribute)
L
left_merge_dataframe_on_validated_join_keys() (in module primrose.transformers.combine)
(in module transformers.combine)
LeftJoinDataCombiner (class in primrose.transformers.combine)
(class in transformers.combine)
load_model() (models.sklearn_model.SklearnModel method)
(primrose.models.sklearn_model.SklearnModel method)
LoggingSuccess (class in cleanup.logging_success)
(class in primrose.cleanup.logging_success)
M
main() (in module primrose.templates.run_plot_dag)
(in module primrose.templates.run_primrose)
METADATA (primrose.configuration.util.ConfigurationSectionType attribute)
MinimalSearchEngine (class in models.minimal_search_engine)
(class in primrose.models.minimal_search_engine)
model (primrose.configuration.util.OperationType attribute)
models (module)
models.minimal_search_engine (module)
models.sklearn_classifier_model (module)
models.sklearn_cluster_model (module)
models.sklearn_model (module)
models.sklearn_regression_model (module)
MySQLHelper (class in primrose.readers.mysql_helper)
(class in readers.mysql_helper)
MySQLReader (class in primrose.readers.mysql_reader)
(class in readers.mysql_reader)
N
names (base.pipeline.PipelineModeType attribute)
(primrose.base.pipeline.PipelineModeType attribute)
(primrose.configuration.util.OperationType attribute)
(primrose.util.RunModes attribute)
necessary_config() (base.model.AbstractModel static method)
(base.node.AbstractNode static method)
(base.pipeline.AbstractPipeline static method)
(base.search_engine.AbstractSearchEngine static method)
(base.sql_reader.AbstractSqlReader static method)
(cleanup.logging_success.LoggingSuccess static method)
(conditionalpath.simple_switch.SimpleSwitch static method)
(dataviz.cluster_plotter.ClusterPlotter static method)
(models.sklearn_classifier_model.SklearnClassifierModel static method)
(models.sklearn_cluster_model.SklearnClusterModel static method)
(models.sklearn_regression_model.SklearnRegressionModel static method)
(pipelines.dataframe_joiner.DataFrameJoiner static method)
(pipelines.sklearn_preprocessing_pipeline.SklearnPreprocessingPipeline static method)
(pipelines.train_test_split.TrainTestSplit static method)
(primrose.base.model.AbstractModel static method)
(primrose.base.node.AbstractNode static method)
(primrose.base.pipeline.AbstractPipeline static method)
(primrose.base.search_engine.AbstractSearchEngine static method)
(primrose.base.sql_reader.AbstractSqlReader static method)
(primrose.cleanup.logging_success.LoggingSuccess static method)
(primrose.conditionalpath.simple_switch.SimpleSwitch static method)
(primrose.dataviz.cluster_plotter.ClusterPlotter static method)
(primrose.models.sklearn_classifier_model.SklearnClassifierModel static method)
(primrose.models.sklearn_cluster_model.SklearnClusterModel static method)
(primrose.models.sklearn_regression_model.SklearnRegressionModel static method)
(primrose.pipelines.dataframe_joiner.DataFrameJoiner static method)
(primrose.pipelines.sklearn_preprocessing_pipeline.SklearnPreprocessingPipeline static method)
(primrose.pipelines.train_test_split.TrainTestSplit static method)
(primrose.readers.csv_reader.CsvReader static method)
(primrose.readers.deserializer.Deserializer static method)
(primrose.readers.deserializer.GcsDeserializer static method)
(primrose.readers.dill_reader.DillReader static method)
(primrose.readers.gcs_dill_reader.GcsDillReader static method)
(primrose.readers.sklearn_dataset_reader.SklearnDatasetReader static method)
(primrose.readers.sqlite_reader.SQLiteReader static method)
(primrose.templates.awesome_model.AwesomeModel static method)
(primrose.templates.awesome_reader.AwesomeReader static method)
(primrose.writers.abstract_file_writer.AbstractFileWriter static method)
(primrose.writers.s3_writer.S3Writer static method)
(primrose.writers.serializer.Serializer static method)
(readers.csv_reader.CsvReader static method)
(readers.deserializer.Deserializer static method)
(readers.deserializer.GcsDeserializer static method)
(readers.dill_reader.DillReader static method)
(readers.gcs_dill_reader.GcsDillReader static method)
(readers.sklearn_dataset_reader.SklearnDatasetReader static method)
(readers.sqlite_reader.SQLiteReader static method)
(writers.abstract_file_writer.AbstractFileWriter static method)
(writers.s3_writer.S3Writer static method)
(writers.serializer.Serializer static method)
NodeFactory (class in primrose.node_factory)
nodes_of_type() (primrose.configuration.configuration_dag.ConfigurationDag method)
O
OperationType (class in primrose.configuration.util)
OracleReader (class in primrose.readers.oracle_reader)
(class in primrose.readers.redshift_reader)
(class in readers.oracle_reader)
(class in readers.redshift_reader)
P
parse_arguments() (in module primrose.templates.run_plot_dag)
(in module primrose.templates.run_primrose)
paths() (primrose.configuration.configuration_dag.ConfigurationDag method)
perform_any_config_fragment_substitution() (configuration.Configuration static method)
(primrose.configuration.configuration.Configuration static method)
pipeline (primrose.configuration.util.OperationType attribute)
PipelineModeType (class in base.pipeline)
(class in primrose.base.pipeline)
pipelines (module)
pipelines.dataframe_joiner (module)
pipelines.encode_train_test_split (module)
pipelines.sklearn_preprocessing_pipeline (module)
pipelines.train_test_split (module)
plot_dag() (primrose.configuration.configuration_dag.ConfigurationDag method)
PostgresHelper (class in primrose.readers.postgres_helper)
(class in readers.postgres_helper)
PostgresReader (class in primrose.readers.postgres_reader)
(class in readers.postgres_reader)
postprocess (primrose.configuration.util.OperationType attribute)
PREDICT (primrose.util.RunModes attribute)
predict() (base.model.AbstractModel method)
(base.search_engine.AbstractSearchEngine method)
(models.sklearn_classifier_model.SklearnClassifierModel method)
(models.sklearn_model.SklearnModel method)
(primrose.base.model.AbstractModel method)
(primrose.base.search_engine.AbstractSearchEngine method)
(primrose.models.sklearn_classifier_model.SklearnClassifierModel method)
(primrose.models.sklearn_model.SklearnModel method)
(primrose.templates.awesome_model.AwesomeModel method)
primrose (module)
primrose.base (module)
primrose.base.conditional_path_node (module)
primrose.base.model (module)
primrose.base.node (module)
primrose.base.pipeline (module)
primrose.base.postprocess (module)
primrose.base.reader (module)
primrose.base.search_engine (module)
primrose.base.sql_reader (module)
primrose.base.success (module)
primrose.base.transformer (module)
primrose.base.transformer_sequence (module)
primrose.base.writer (module)
primrose.cleanup (module)
primrose.cleanup.logging_success (module)
primrose.conditionalpath (module)
primrose.conditionalpath.simple_switch (module)
primrose.configuration (module)
primrose.configuration.configuration (module)
primrose.configuration.configuration_dag (module)
primrose.configuration.util (module)
primrose.dag (module)
primrose.dag.config_layer_traverser (module)
primrose.dag.dag_traverser (module)
primrose.dag.depth_first_traverser (module)
primrose.dag.traverser_factory (module)
primrose.dag_runner (module)
primrose.data_object (module)
primrose.dataviz (module)
primrose.dataviz.cluster_plotter (module)
primrose.models (module)
primrose.models.minimal_search_engine (module)
primrose.models.sklearn_classifier_model (module)
primrose.models.sklearn_cluster_model (module)
primrose.models.sklearn_model (module)
primrose.models.sklearn_regression_model (module)
primrose.node_factory (module)
primrose.pipelines (module)
primrose.pipelines.dataframe_joiner (module)
primrose.pipelines.encode_train_test_split (module)
primrose.pipelines.sklearn_preprocessing_pipeline (module)
primrose.pipelines.train_test_split (module)
primrose.readers (module)
primrose.readers.csv_reader (module)
primrose.readers.database_helper (module)
primrose.readers.deserializer (module)
primrose.readers.dill_reader (module)
primrose.readers.gcs_dill_reader (module)
primrose.readers.mysql_helper (module)
primrose.readers.mysql_reader (module)
primrose.readers.oracle_reader (module)
primrose.readers.postgres_helper (module)
primrose.readers.postgres_reader (module)
primrose.readers.redshift_reader (module)
primrose.readers.sklearn_dataset_reader (module)
primrose.readers.sqlite_reader (module)
primrose.templates (module)
primrose.templates.awesome_model (module)
primrose.templates.awesome_reader (module)
primrose.templates.run_plot_dag (module)
primrose.templates.run_primrose (module)
primrose.transformers (module)
primrose.transformers.categoricals (module)
primrose.transformers.combine (module)
primrose.transformers.filter (module)
primrose.transformers.impute (module)
primrose.transformers.sklearn_preprocessing_transformer (module)
primrose.transformers.strings (module)
primrose.util (module)
primrose.writers (module)
primrose.writers.abstract_file_writer (module)
primrose.writers.csv_writer (module)
primrose.writers.dill_writer (module)
primrose.writers.file_writer (module)
primrose.writers.s3_writer (module)
primrose.writers.serializer (module)
Q
query_db() (base.sql_reader.AbstractSqlReader method)
(primrose.base.sql_reader.AbstractSqlReader method)
R
read_from_cache() (primrose.data_object.DataObject static method)
reader (primrose.configuration.util.OperationType attribute)
readers (module)
readers.csv_reader (module)
readers.database_helper (module)
readers.deserializer (module)
readers.dill_reader (module)
readers.gcs_dill_reader (module)
readers.mysql_helper (module)
readers.mysql_reader (module)
readers.oracle_reader (module)
readers.postgres_helper (module)
readers.postgres_reader (module)
readers.redshift_reader (module)
readers.sklearn_dataset_reader (module)
readers.sqlite_reader (module)
replace_line() (in module primrose)
run() (base.model.AbstractModel method)
(base.node.AbstractNode method)
(base.pipeline.AbstractPipeline method)
(base.sql_reader.AbstractSqlReader method)
(cleanup.logging_success.LoggingSuccess method)
(conditionalpath.simple_switch.SimpleSwitch method)
(dataviz.cluster_plotter.ClusterPlotter method)
(primrose.base.model.AbstractModel method)
(primrose.base.node.AbstractNode method)
(primrose.base.pipeline.AbstractPipeline method)
(primrose.base.sql_reader.AbstractSqlReader method)
(primrose.cleanup.logging_success.LoggingSuccess method)
(primrose.conditionalpath.simple_switch.SimpleSwitch method)
(primrose.dag_runner.DagRunner method)
(primrose.dataviz.cluster_plotter.ClusterPlotter method)
(primrose.readers.csv_reader.CsvReader method)
(primrose.readers.deserializer.Deserializer method)
(primrose.readers.deserializer.GcsDeserializer method)
(primrose.readers.dill_reader.DillReader method)
(primrose.readers.gcs_dill_reader.GcsDillReader method)
(primrose.readers.sklearn_dataset_reader.SklearnDatasetReader method)
(primrose.templates.awesome_reader.AwesomeReader method)
(primrose.writers.csv_writer.CsvWriter method)
(primrose.writers.dill_writer.DillWriter method)
(primrose.writers.file_writer.FileWriter method)
(primrose.writers.s3_writer.S3Writer method)
(primrose.writers.serializer.Serializer method)
(readers.csv_reader.CsvReader method)
(readers.deserializer.Deserializer method)
(readers.deserializer.GcsDeserializer method)
(readers.dill_reader.DillReader method)
(readers.gcs_dill_reader.GcsDillReader method)
(readers.sklearn_dataset_reader.SklearnDatasetReader method)
(writers.csv_writer.CsvWriter method)
(writers.dill_writer.DillWriter method)
(writers.file_writer.FileWriter method)
(writers.s3_writer.S3Writer method)
(writers.serializer.Serializer method)
run_section_by_section() (dag.config_layer_traverser.ConfigLayerTraverser method)
(dag.dag_traverser.DagTraverser method)
(dag.depth_first_traverser.DepthFirstTraverser method)
(primrose.dag.config_layer_traverser.ConfigLayerTraverser method)
(primrose.dag.dag_traverser.DagTraverser method)
(primrose.dag.depth_first_traverser.DepthFirstTraverser method)
RunModes (class in primrose.util)
S
S3Writer (class in primrose.writers.s3_writer)
(class in writers.s3_writer)
sections_in_order() (configuration.Configuration method)
(primrose.configuration.configuration.Configuration method)
Serializer (class in primrose.writers.serializer)
(class in writers.serializer)
SimpleSwitch (class in conditionalpath.simple_switch)
(class in primrose.conditionalpath.simple_switch)
SklearnClassifierModel (class in models.sklearn_classifier_model)
(class in primrose.models.sklearn_classifier_model)
SklearnClusterModel (class in models.sklearn_cluster_model)
(class in primrose.models.sklearn_cluster_model)
SklearnDatasetReader (class in primrose.readers.sklearn_dataset_reader)
(class in readers.sklearn_dataset_reader)
SklearnModel (class in models.sklearn_model)
(class in primrose.models.sklearn_model)
SklearnPreprocessingPipeline (class in pipelines.sklearn_preprocessing_pipeline)
(class in primrose.pipelines.sklearn_preprocessing_pipeline)
SklearnPreprocessingTransformer (class in primrose.transformers.sklearn_preprocessing_transformer)
(class in transformers.sklearn_preprocessing_transformer)
SklearnRegressionModel (class in models.sklearn_regression_model)
(class in primrose.models.sklearn_regression_model)
SQLiteReader (class in primrose.readers.sqlite_reader)
(class in readers.sqlite_reader)
starting_nodes() (primrose.configuration.configuration_dag.ConfigurationDag method)
StringTransformer (class in primrose.transformers.strings)
(class in transformers.strings)
SUPPORTED_DESERIALIZERS (primrose.readers.deserializer.Deserializer attribute)
(primrose.readers.deserializer.GcsDeserializer attribute)
(readers.deserializer.Deserializer attribute)
(readers.deserializer.GcsDeserializer attribute)
SUPPORTED_SERIALIZERS (primrose.writers.serializer.Serializer attribute)
(writers.serializer.Serializer attribute)
T
tokenize() (base.search_engine.AbstractSearchEngine method)
(models.minimal_search_engine.MinimalSearchEngine method)
(primrose.base.search_engine.AbstractSearchEngine method)
(primrose.models.minimal_search_engine.MinimalSearchEngine method)
TRAIN (primrose.util.RunModes attribute)
train_model() (base.model.AbstractModel method)
(base.search_engine.AbstractSearchEngine method)
(models.sklearn_classifier_model.SklearnClassifierModel method)
(models.sklearn_model.SklearnModel method)
(primrose.base.model.AbstractModel method)
(primrose.base.search_engine.AbstractSearchEngine method)
(primrose.models.sklearn_classifier_model.SklearnClassifierModel method)
(primrose.models.sklearn_model.SklearnModel method)
(primrose.templates.awesome_model.AwesomeModel method)
TrainTestSplit (class in pipelines.train_test_split)
(class in primrose.pipelines.train_test_split)
TRANSFORM (base.pipeline.PipelineModeType attribute)
(primrose.base.pipeline.PipelineModeType attribute)
transform() (base.pipeline.AbstractPipeline method)
(base.transformer.AbstractTransformer method)
(pipelines.dataframe_joiner.DataFrameJoiner method)
(pipelines.train_test_split.TrainTestSplit method)
(primrose.base.pipeline.AbstractPipeline method)
(primrose.base.transformer.AbstractTransformer method)
(primrose.pipelines.dataframe_joiner.DataFrameJoiner method)
(primrose.pipelines.train_test_split.TrainTestSplit method)
(primrose.transformers.categoricals.ExplicitCategoricalTransform method)
(primrose.transformers.categoricals.ImplicitCategoricalTransform method)
(primrose.transformers.combine.LeftJoinDataCombiner method)
(primrose.transformers.filter.FilterByPandasExpression method)
(primrose.transformers.impute.ColumnSpecificImpute method)
(primrose.transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
(primrose.transformers.strings.StringTransformer method)
(transformers.categoricals.ExplicitCategoricalTransform method)
(transformers.categoricals.ImplicitCategoricalTransform method)
(transformers.combine.LeftJoinDataCombiner method)
(transformers.filter.FilterByPandasExpression method)
(transformers.impute.ColumnSpecificImpute method)
(transformers.sklearn_preprocessing_transformer.SklearnPreprocessingTransformer method)
(transformers.strings.StringTransformer method)
transformers (module)
transformers() (base.transformer_sequence.TransformerSequence method)
(primrose.base.transformer_sequence.TransformerSequence method)
transformers.categoricals (module)
transformers.combine (module)
transformers.filter (module)
transformers.impute (module)
transformers.sklearn_preprocessing_transformer (module)
transformers.strings (module)
TransformerSequence (class in base.transformer_sequence)
(class in primrose.base.transformer_sequence)
traversal_list() (dag.config_layer_traverser.ConfigLayerTraverser method)
(dag.dag_traverser.DagTraverser method)
(dag.depth_first_traverser.DepthFirstTraverser method)
(primrose.dag.config_layer_traverser.ConfigLayerTraverser method)
(primrose.dag.dag_traverser.DagTraverser method)
(primrose.dag.depth_first_traverser.DepthFirstTraverser method)
TraverserFactory (class in dag.traverser_factory)
(class in primrose.dag.traverser_factory)
U
upstream_keys() (primrose.configuration.configuration_dag.ConfigurationDag method)
(primrose.data_object.DataObject method)
upstream_nodes_of_type() (primrose.configuration.configuration_dag.ConfigurationDag method)
upstream_typed_keys() (primrose.configuration.configuration_dag.ConfigurationDag method)
V
VALUE (primrose.data_object.DataObjectResponseType attribute)
values (base.pipeline.PipelineModeType attribute)
(primrose.base.pipeline.PipelineModeType attribute)
(primrose.configuration.util.ConfigurationSectionType attribute)
(primrose.configuration.util.OperationType attribute)
(primrose.data_object.DataObjectResponseType attribute)
(primrose.util.RunModes attribute)
values_to_names (primrose.configuration.util.OperationType attribute)
W
write_to_cache() (primrose.data_object.DataObject method)
writer (primrose.configuration.util.OperationType attribute)
writers (module)
writers.abstract_file_writer (module)
writers.csv_writer (module)
writers.dill_writer (module)
writers.file_writer (module)
writers.s3_writer (module)
writers.serializer (module)