Index

_

__abstract__ (rwskit.sqlalchemy.BaseModel attribute) __call__() (rwskit.benchmarking.BenchmarkRunner method) (rwskit.sqlalchemy.SqlBinaryExpression method) __eq__() (rwskit.sqlalchemy.BaseModel method) __hash__() (rwskit.sqlalchemy.BaseModel method) __init_subclass__() (rwskit.config.YamlConfig class method)

__iter__() (rwskit.dataclasses_.DataclassRegistry method) __len__() (rwskit.dataclasses_.DataclassRegistry method) __repr__() (rwskit.benchmarking.BenchmarkResult method) (rwskit.cli.LogLevel method) __str__() (rwskit.benchmarking.BenchmarkResult method) (rwskit.cli.LogLevel method) __tablename__() (rwskit.sqlalchemy.BaseModel method)

A

AggregationFunction (in module rwskit.benchmarking) AggregationFunctionName (in module rwskit.benchmarking) AlchemyEngine (class in rwskit.sqlalchemy) as_table_dict() (rwskit.sqlalchemy.BaseModel method) ascending (rwskit.sqlalchemy.SqlOrderExpression attribute) async_engine (rwskit.sqlalchemy.AlchemyEngine property)

async_find_all() (rwskit.sqlalchemy.Repository method) async_find_one() (rwskit.sqlalchemy.Repository method) async_insert() (rwskit.sqlalchemy.Repository method) async_session_scope() (rwskit.sqlalchemy.AlchemyEngine method) async_test_scope() (rwskit.sqlalchemy.AlchemyEngine method) async_upsert() (rwskit.sqlalchemy.Repository method)

B

B (in module rwskit.sqlalchemy) base_model (rwskit.sqlalchemy.AlchemyEngine attribute) BaseModel (class in rwskit.sqlalchemy) BayesFactor (class in rwskit.stats.bayesian.ttest) benchmark_space (rwskit.benchmarking.BenchmarkResult property) (rwskit.benchmarking.BenchmarkRunner attribute)

BenchmarkResult (class in rwskit.benchmarking) BenchmarkRunner (class in rwskit.benchmarking) BenchmarkSortValue (in module rwskit.benchmarking) bf_01 (rwskit.stats.bayesian.ttest.BayesFactor property) bf_10 (rwskit.stats.bayesian.ttest.BayesFactor attribute)

C

camel_to_snake_case() (in module rwskit.strings_) change_time_unit() (in module rwskit.benchmarking) class_name() (rwskit.sqlalchemy.BaseModel class method) column (rwskit.sqlalchemy.SqlBinaryExpression attribute) (rwskit.sqlalchemy.SqlOrderExpression attribute) column_properties() (rwskit.sqlalchemy.BaseModel class method)

CompleteCheckType (in module rwskit.numpy) composite_columns() (rwskit.sqlalchemy.BaseModel class method) ConflictResolutionStrategy (in module rwskit.sqlalchemy) construct_dataclass() (in module rwskit.dataclasses_) construct_registered_dataclass() (rwskit.dataclasses_.DataclassRegistry method) copy() (rwskit.sqlalchemy.BaseModel method)

D

D (in module rwskit.dataclasses_) database (rwskit.sqlalchemy.DatabaseConnectionConfig attribute) DatabaseConnectionConfig (class in rwskit.sqlalchemy) DataclassRegistry (class in rwskit.dataclasses_) default_type_parsers (rwskit.config.YamlConfig attribute) dialect (rwskit.sqlalchemy.AlchemyEngine property) drivername (rwskit.sqlalchemy.DatabaseConnectionConfig attribute)

dto_class_name() (rwskit.sqlalchemy.BaseModel class method) dto_exclude_attributes() (rwskit.sqlalchemy.BaseModel class method) dto_import_path() (rwskit.sqlalchemy.BaseModel class method) dto_module() (rwskit.sqlalchemy.BaseModel class method) dto_module_name() (rwskit.sqlalchemy.BaseModel class method) DtoModel (in module rwskit.sqlalchemy) dumps_plain_yaml() (rwskit.config.YamlConfig method)

E

E (in module rwskit.config) EnforceFrozenDataclassMeta (class in rwskit.dataclasses_) engine (rwskit.sqlalchemy.Repository attribute)

environment_mapping() (rwskit.config.EnvironmentConfig class method) EnvironmentConfig (class in rwskit.config) expressions (rwskit.sqlalchemy.SqlOrderCriteria attribute) (rwskit.sqlalchemy.SqlSelectionCriteria attribute)

F

fields() (rwskit.sqlalchemy.BaseModel class method) find_all() (rwskit.sqlalchemy.Repository method) find_by_table_name() (rwskit.sqlalchemy.BaseModel class method) find_one() (rwskit.sqlalchemy.Repository method) finite_cases() (in module rwskit.numpy) flatten_data_frame() (in module rwskit.pandas)

float_() (in module rwskit.numeric) float_fmt (rwskit.benchmarking.BenchmarkRunner attribute) from_dict() (rwskit.sqlalchemy.BaseModel class method) from_dto() (rwskit.sqlalchemy.BaseModel class method) from_environment() (rwskit.config.EnvironmentConfig class method) FrozenDataclassMeta (class in rwskit.dataclasses_) functions (rwskit.benchmarking.BenchmarkRunner attribute)

G

get_dataclass_field_map() (rwskit.config.EnvironmentConfig class method) get_default_type_parsers() (rwskit.config.EnvironmentConfig class method) get_dtype() (in module rwskit.numpy) get_environment_kwargs() (rwskit.config.EnvironmentConfig class method) get_field_from_name() (rwskit.config.EnvironmentConfig class method)

get_first_non_null_value() (in module rwskit.collections_) get_qualified_name() (in module rwskit.types_) get_registered_classes() (rwskit.config.YamlConfig class method) get_time_unit_abbreviation() (in module rwskit.benchmarking) group_by() (in module rwskit.numpy)

H

handle_after_mapper_configured() (in module rwskit.sqlalchemy) has_default_value() (in module rwskit.dataclasses_) hash() (rwskit.hash.ObjectHasher method) hash_size (rwskit.hash.ObjectHasher property)

hash_sorted() (rwskit.hash.ObjectHasher method) hasher (rwskit.sqlalchemy.BaseModel attribute) HashSize (in module rwskit.hash) host (rwskit.sqlalchemy.DatabaseConnectionConfig attribute) hybrid_properties() (rwskit.sqlalchemy.BaseModel class method)

I

I (in module rwskit.config) immutable_dataclass() (in module rwskit.dataclasses_) import_all_modules_in_path() (in module rwskit.types_) inference_data (rwskit.stats.bayesian.ttest.BayesFactor attribute) InferenceData (in module rwskit.stats.bayesian.ttest) insert() (rwskit.sqlalchemy.Repository method) int_() (in module rwskit.numeric) int_16_max (in module rwskit.numeric) int_32_max (in module rwskit.numeric) int_64_max (in module rwskit.numeric)

int_8_max (in module rwskit.numeric) is_complete() (in module rwskit.numpy) is_frozen() (in module rwskit.dataclasses_) is_generator() (in module rwskit.collections_) is_iterable() (in module rwskit.collections_) is_optional() (in module rwskit.dataclasses_) (in module rwskit.types_) is_required() (in module rwskit.dataclasses_) is_significant() (rwskit.stats.bayesian.ttest.BayesFactor method) is_structured() (in module rwskit.numpy) is_union() (in module rwskit.types_)

L

load_yaml() (rwskit.config.YamlConfig class method) log (in module rwskit.collections_) (in module rwskit.config) (in module rwskit.dataclasses_) (in module rwskit.hash) (in module rwskit.numpy) (in module rwskit.pandas) (in module rwskit.sqlalchemy) (in module rwskit.stats.bayesian.ttest)

LogLevel (class in rwskit.cli)

M

M (in module rwskit.sqlalchemy) make_connection() (rwskit.sqlalchemy.AlchemyEngine method) make_raw_connection() (rwskit.sqlalchemy.AlchemyEngine method) make_session() (rwskit.sqlalchemy.AlchemyEngine method) merge_table_args() (rwskit.sqlalchemy.BaseModel class method) metadata (rwskit.sqlalchemy.BaseModel attribute) model_class (rwskit.sqlalchemy.Repository attribute) module rwskit rwskit.benchmarking rwskit.cli rwskit.collections_ rwskit.config rwskit.dataclasses_ rwskit.hash rwskit.io_ rwskit.notebooks rwskit.numeric rwskit.numpy rwskit.pandas rwskit.sqlalchemy rwskit.stats rwskit.stats.bayesian rwskit.stats.bayesian.ttest rwskit.strings_ rwskit.types_

N

n_runs (rwskit.benchmarking.BenchmarkRunner attribute) n_tests (rwskit.benchmarking.BenchmarkRunner attribute)

n_warm_ups (rwskit.benchmarking.BenchmarkRunner attribute) natural_key (rwskit.sqlalchemy.BaseModel property) natural_key_columns() (rwskit.sqlalchemy.BaseModel class method)

O

ObjectHasher (class in rwskit.hash)

operator (rwskit.sqlalchemy.SqlBinaryExpression attribute)

P

parse_value_from_string() (rwskit.config.EnvironmentConfig class method) password (rwskit.sqlalchemy.DatabaseConnectionConfig attribute) PathLike (in module rwskit.io_) plot() (rwskit.benchmarking.BenchmarkResult method)

plot_trace() (rwskit.stats.bayesian.ttest.BayesFactor method) port (rwskit.sqlalchemy.DatabaseConnectionConfig attribute) primary_key (rwskit.sqlalchemy.BaseModel property) primary_key_columns() (rwskit.sqlalchemy.BaseModel class method)

R

recursive_sort() (in module rwskit.collections_) register() (rwskit.dataclasses_.DataclassRegistry method) registered_classes (rwskit.dataclasses_.DataclassRegistry attribute) regular_columns() (rwskit.sqlalchemy.BaseModel class method) relationships() (rwskit.sqlalchemy.BaseModel class method) remove_none_from_dict() (in module rwskit.collections_) Repository (class in rwskit.sqlalchemy) resolve_type_hints() (in module rwskit.dataclasses_) results() (rwskit.benchmarking.BenchmarkResult method) run() (rwskit.benchmarking.BenchmarkRunner method) run_label (rwskit.benchmarking.BenchmarkRunner attribute) rwskit module rwskit.benchmarking module rwskit.cli module rwskit.collections_ module rwskit.config module rwskit.dataclasses_ module

rwskit.hash module rwskit.io_ module rwskit.notebooks module rwskit.numeric module rwskit.numpy module rwskit.pandas module rwskit.sqlalchemy module rwskit.stats module rwskit.stats.bayesian module rwskit.stats.bayesian.ttest module rwskit.strings_ module rwskit.types_ module

S

savage_dickey_t_test() (in module rwskit.stats.bayesian.ttest) session_scope() (rwskit.sqlalchemy.AlchemyEngine method) setup_fn (rwskit.benchmarking.BenchmarkRunner attribute) show_progress (rwskit.benchmarking.BenchmarkRunner attribute) significance_results (rwskit.benchmarking.BenchmarkResult property) sort_by (rwskit.benchmarking.BenchmarkRunner attribute) SqlBinaryExpression (class in rwskit.sqlalchemy)

SqlOperator (in module rwskit.sqlalchemy) SqlOrderCriteria (class in rwskit.sqlalchemy) SqlOrderExpression (class in rwskit.sqlalchemy) SqlSelectionCriteria (class in rwskit.sqlalchemy) summary() (rwskit.benchmarking.BenchmarkResult method) supports_async (rwskit.sqlalchemy.AlchemyEngine property) sync_engine (rwskit.sqlalchemy.AlchemyEngine property)

T

T (in module rwskit.config) table_columns() (rwskit.sqlalchemy.BaseModel class method) table_insertion_order() (rwskit.sqlalchemy.BaseModel class method) TableArgs (in module rwskit.sqlalchemy) test_agg_fn (rwskit.benchmarking.BenchmarkRunner attribute) test_scope() (rwskit.sqlalchemy.AlchemyEngine method) test_significance (rwskit.benchmarking.BenchmarkRunner attribute) time_unit (rwskit.benchmarking.BenchmarkRunner attribute) TimeUnit (in module rwskit.benchmarking)

to_conjunction() (rwskit.sqlalchemy.SqlSelectionCriteria method) to_criteria() (rwskit.sqlalchemy.SqlOrderCriteria method) to_dict() (rwskit.sqlalchemy.BaseModel method) to_dto() (rwskit.sqlalchemy.BaseModel method) to_dto_class() (rwskit.sqlalchemy.BaseModel class method) to_expression() (rwskit.sqlalchemy.SqlBinaryExpression method) (rwskit.sqlalchemy.SqlOrderExpression method) to_signed() (in module rwskit.numeric) type_from_string() (in module rwskit.types_) TypeParser (in module rwskit.config)

U

upsert() (rwskit.sqlalchemy.Repository method) url (rwskit.sqlalchemy.DatabaseConnectionConfig property)

use_async (rwskit.sqlalchemy.DatabaseConnectionConfig attribute) use_single_setup (rwskit.benchmarking.BenchmarkRunner attribute) username (rwskit.sqlalchemy.DatabaseConnectionConfig attribute)

V

valid_levels() (rwskit.cli.LogLevel class method) validate_call_signature() (in module rwskit.benchmarking)

validate_mapper() (rwskit.sqlalchemy.BaseModel class method) value (rwskit.sqlalchemy.SqlBinaryExpression attribute) verbose (rwskit.benchmarking.BenchmarkRunner attribute)

W

walk_children() (rwskit.sqlalchemy.BaseModel method)

Walkable (in module rwskit.sqlalchemy) WalkPredicate (in module rwskit.sqlalchemy)

Y

YamlConfig (class in rwskit.config)