2.2.4.3. param_study package

2.2.4.3.1. Submodules

2.2.4.3.2. param_study.analyze module

class param_study.analyze.Analyzer(parameter_study_name: str = 'default')

Bases: object

analyze_test_case(test_case: TestCase)

check_if_test_case_successful(informations: dict) → bool

read_infos_from_saver(saver: Saver)

run()

save_analysis()

2.2.4.3.3. param_study.create module

param_study.create.create_test_case_config(base_config: dict, params: dict, index: int, parameter_study_name: str) → dict

param_study.create.create_test_case_configs(base_config: dict, param_sampler: ParameterSampler, parameter_study_name: str)

param_study.create.fuck_you_scipy(a: float, b: float, loc: float, scale: float)

2.2.4.3.4. param_study.database module

class param_study.database.TestCase(**kwargs)

Bases: Base

A simple constructor that allows initialization from kwargs.

Sets attributes on the constructed instance using the names and values in kwargs.

Only keys that are present as attributes of the instance’s class are allowed. These could be, for example, any mapped columns or relationships.

static create(parameter_study_name: str, index: int) → TestCase

static find_finished_for_study(session: sessionmaker(class_='Session', bind=Engine(sqlite:////builds/driverless/as_ros/src/slam/scripts/param_study/../../param_study/database.db), autoflush=True, autocommit=False, expire_on_commit=True), parameter_study_name: str) → List[TestCase]

static find_next_unstarted_for_study(session: sessionmaker(class_='Session', bind=Engine(sqlite:////builds/driverless/as_ros/src/slam/scripts/param_study/../../param_study/database.db), autoflush=True, autocommit=False, expire_on_commit=True), parameter_study_name: str) → TestCase | None

finished

id

index

parameter_study_name

started

2.2.4.3.5. param_study.execute module

class param_study.execute.GracefulKiller

Bases: object

exit_gracefully(*args)

kill_now = False

class param_study.execute.ParameterStudyWorker(parameter_study_name: str)

Bases: object

execute_test_case(test_case: database.TestCase)

run()

run_next_test_case() → bool

wait_for_test_case_to_finish()

2.2.4.3.6. param_study.plot module

class param_study.plot.Plotter(parameter_study_name: str = 'default')

Bases: object

static get_config_value(config: dict, key_string: str)

get_config_values(key_string)

import_analysis()

plot(df: DataFrame, y_column: str) → str

plot_config()

plot_informations()

run()