Index

_

__abstract__ (rwskit.sqlalchemy.BaseModel attribute) __call__() (rwskit.benchmarking.BenchmarkRunner method) (rwskit.sqlalchemy.SqlBinaryExpression method) __init_subclass__() (rwskit.config.YamlConfig class method) __iter__() (rwskit.dataclasses_.DataclassRegistry method)

__len__() (rwskit.dataclasses_.DataclassRegistry method) __post_init__() (rwskit.sqlalchemy.SqlBinaryExpression method) (rwskit.sqlalchemy.SqlSelectionCriteria method) __repr__() (rwskit.benchmarking.BenchmarkResult method) __str__() (rwskit.benchmarking.BenchmarkResult method) __tablename__() (rwskit.sqlalchemy.BaseModel method)

A

AggregationFunction (in module rwskit.benchmarking)

AggregationFunctionName (in module rwskit.benchmarking)

B

B (in module rwskit.sqlalchemy) 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) column (rwskit.sqlalchemy.SqlBinaryExpression attribute)

CompleteCheckType (in module rwskit.numpy) construct_dataclass() (in module rwskit.dataclasses_) construct_registered_dataclass() (rwskit.dataclasses_.DataclassRegistry method)

D

D (in module rwskit.dataclasses_) database (rwskit.config.DatabaseConnectionConfig attribute) DatabaseConnectionConfig (class in rwskit.config)

DataclassRegistry (class in rwskit.dataclasses_) default_type_parsers (rwskit.config.YamlConfig attribute) drivername (rwskit.config.DatabaseConnectionConfig attribute) dumps_plain_yaml() (rwskit.config.YamlConfig method)

E

E (in module rwskit.config) EnforceFrozenDataclassMeta (class in rwskit.dataclasses_)

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

F

find_by_table_name() (rwskit.sqlalchemy.BaseModel class method) finite_cases() (in module rwskit.numpy) flatten_data_frame() (in module rwskit.pandas)

float_fmt (rwskit.benchmarking.BenchmarkRunner attribute) 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

has_default_value() (in module rwskit.dataclasses_)

host (rwskit.config.DatabaseConnectionConfig attribute)

I

I (in module rwskit.config) immutable_dataclass() (in module rwskit.config) inference_data (rwskit.stats.bayesian.ttest.BayesFactor attribute) InferenceData (in module rwskit.stats.bayesian.ttest) 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.config) (in module rwskit.dataclasses_) (in module rwskit.numpy) (in module rwskit.pandas) (in module rwskit.sqlalchemy) (in module rwskit.stats.bayesian.ttest)

M

module rwskit rwskit.benchmarking rwskit.collections_ rwskit.config rwskit.dataclasses_ rwskit.notebooks 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)

O

operator (rwskit.sqlalchemy.SqlBinaryExpression attribute)

P

parse_environment_value() (rwskit.config.EnvironmentConfig class method) password (rwskit.config.DatabaseConnectionConfig attribute)

plot() (rwskit.benchmarking.BenchmarkResult method) plot_trace() (rwskit.stats.bayesian.ttest.BayesFactor method) port (rwskit.config.DatabaseConnectionConfig attribute)

R

register() (rwskit.dataclasses_.DataclassRegistry method) registered_classes (rwskit.dataclasses_.DataclassRegistry attribute) 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.collections_ module rwskit.config module rwskit.dataclasses_ module rwskit.notebooks 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

sa (in module rwskit.config) savage_dickey_t_test() (in module rwskit.stats.bayesian.ttest) 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) SqlSelectionCriteria (class in rwskit.sqlalchemy) summary() (rwskit.benchmarking.BenchmarkResult method)

T

T (in module rwskit.config) test_agg_fn (rwskit.benchmarking.BenchmarkRunner attribute) test_significance (rwskit.benchmarking.BenchmarkRunner attribute) time_unit (rwskit.benchmarking.BenchmarkRunner attribute)

TimeUnit (in module rwskit.benchmarking) to_conjunction() (rwskit.sqlalchemy.SqlSelectionCriteria method) to_expression() (rwskit.sqlalchemy.SqlBinaryExpression method) type_from_string() (in module rwskit.types_) TypeParser (in module rwskit.config)

U

url (rwskit.config.DatabaseConnectionConfig property)

use_single_setup (rwskit.benchmarking.BenchmarkRunner attribute) username (rwskit.config.DatabaseConnectionConfig attribute)

V

validate_call_signature() (in module rwskit.benchmarking)

value (rwskit.sqlalchemy.SqlBinaryExpression attribute) verbose (rwskit.benchmarking.BenchmarkRunner attribute)

Y

YamlConfig (class in rwskit.config)