Index

_

__init__() (palladium.julia.AbstractModel method)

A

abstractcache (class in palladium.cache) AbstractModel (class in palladium.julia), [1] (class in palladium.R) activate() (in module palladium.fit) (palladium.interfaces.ModelPersister method) admin_cmd() (in module palladium.fit)

annotate() (in module palladium.interfaces) apply_kwargs() (in module palladium.util) args_from_config() (in module palladium.util)

C

cache (palladium.dataset.ScheduledDatasetLoader attribute) change_cwd() (in module palladium.tests) ClassificationModel (class in palladium.julia) (class in palladium.R)

Config (class in palladium.util) create_component() (in module palladium.util) CrossValidationGenerator (class in palladium.interfaces)

D

DatasetLoader (class in palladium.interfaces) (class in palladium.R) dec1() (in module palladium.tests.test_util) dec2() (in module palladium.tests.test_util) delete() (in module palladium.fit) (palladium.interfaces.ModelPersister method) devserver_cmd() (in module palladium.server)

diskcache (class in palladium.cache) do() (palladium.server.PredictService method) Dummy (class in palladium.tests.test_persistence) dump() (palladium.cache.picklediskcache method)

E

EmptyDatasetLoader (class in palladium.dataset)

F

fit() (in module palladium.fit) (palladium.R.AbstractModel method) (palladium.interfaces.Model method) (palladium.julia.AbstractModel method)

fit_cmd() (in module palladium.fit)

G

get_config() (in module palladium.util) get_metadata() (in module palladium.util)

grid_search() (in module palladium.fit) grid_search_cmd() (in module palladium.fit)

I

initialize_component() (palladium.dataset.ScheduledDatasetLoader method) (palladium.tests.test_util.MyDummyComponent method)

initialize_config() (in module palladium.util)

L

list() (in module palladium.eval) list_cmd() (in module palladium.eval) list_models() (palladium.interfaces.ModelPersister method)

list_properties() (palladium.interfaces.ModelPersister method) listen() (palladium.server.PredictStream method) load() (palladium.cache.picklediskcache method)

M

make_bridge() (in module palladium.julia) make_ujson_response() (in module palladium.server) memory_usage_psutil() (in module palladium.util) Model (class in palladium.interfaces)

ModelPersister (class in palladium.interfaces) MyDummyComponent (class in palladium.tests.test_util) myfunc() (palladium.tests.test_util.TestPartial class method)

O

ObjectMixin (class in palladium.R)

P

palladium (module) palladium.cache (module) palladium.dataset (module) palladium.eval (module) palladium.fit (module) palladium.interfaces (module) palladium.julia (module), [1] palladium.R (module) palladium.server (module) palladium.tests (module) palladium.tests.conftest (module) palladium.tests.test_cache (module) palladium.tests.test_dataset (module) palladium.tests.test_eval (module) palladium.tests.test_fit (module) palladium.tests.test_interfaces (module) palladium.tests.test_julia (module) palladium.tests.test_persistence (module)

palladium.tests.test_R (module) palladium.tests.test_server (module) palladium.tests.test_util (module) palladium.util (module) params_from_data() (palladium.server.PredictService method) Partial() (in module palladium.util) picklediskcache (class in palladium.cache) PluggableDecorator (class in palladium.util) predict() (in module palladium.tests) (palladium.R.ClassificationModel method) (palladium.interfaces.Model method) (palladium.julia.AbstractModel method) (palladium.server.PredictService method) predict_proba() (palladium.interfaces.Model method) (palladium.R.ClassificationModel method) PredictError PredictService (class in palladium.interfaces) (class in palladium.server) PredictStream (class in palladium.server) process_line() (palladium.server.PredictStream method) ProcessStore (class in palladium.util) pytest_addoption() (in module palladium.tests) pytest_configure() (in module palladium.tests) pytest_runtest_setup() (in module palladium.tests)

R

read() (palladium.interfaces.ModelPersister method) resolve_dotted_name() (in module palladium.util) response_from_exception() (palladium.server.PredictService method) response_from_prediction() (palladium.server.PredictService method)

RruleThread (class in palladium.util) run() (palladium.util.RruleThread method) run_smoke_tests_with_config() (in module palladium.tests)

S

sample_from_data() (palladium.server.PredictService method) ScheduledDatasetLoader (class in palladium.dataset) score() (palladium.julia.ClassificationModel method) (palladium.R.ClassificationModel method)

session_scope() (in module palladium.util) SQL (class in palladium.dataset) stream_cmd() (in module palladium.server)

T

Table (class in palladium.dataset) test() (in module palladium.eval) (palladium.tests.test_eval.TestList method) test_activate() (in module palladium.tests.test_fit) (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_activate_bad_version() (palladium.tests.test_persistence.TestFile method) test_activate_no_persist() (palladium.tests.test_fit.TestFit method) test_args_from_config() (in module palladium.tests.test_util) test_bad_request() (palladium.tests.test_server.TestPredictService method) test_call() (palladium.tests.test_dataset.TestScheduledDatasetLoader method) test_call_custom_value() (palladium.tests.test_dataset.TestScheduledDatasetLoader method) test_clear() (palladium.tests.test_util.TestProcessStore method) test_cmd() (in module palladium.eval) test_concurrency() (palladium.tests.test_dataset.TestSQL method) test_concurrent_read_write() (palladium.tests.test_persistence.TestDatabase method) test_config_class_keyerror() (in module palladium.tests.test_util) test_create_component() (in module palladium.tests.test_util) test_delete() (in module palladium.tests.test_fit) (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_delete_bad_version() (palladium.tests.test_persistence.TestFile method) test_delitem() (palladium.tests.test_util.TestProcessStore method) test_dont_cache() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_dotted() (palladium.tests.test_util.TestPartial method) test_empty() (palladium.tests.test_persistence.TestUpgradeSteps method) test_empty_dataset_loader() (in module palladium.tests.test_dataset) test_empty_process_state() (palladium.tests.test_server.TestAliveFunctional method) test_evaluate_annotations() (palladium.tests.test_fit.TestFit method) test_evaluate_no_test_dataset() (palladium.tests.test_fit.TestFit method) test_evaluate_with_test_dataset() (palladium.tests.test_fit.TestFit method) test_exception() (palladium.tests.test_util.TestSessionScope method) test_filled_process_state() (palladium.tests.test_server.TestAliveFunctional method) test_fit() (palladium.tests.test_julia.TestAbstractModel method) test_fit_and_predict() (palladium.tests.test_R.TestClassification method) test_fit_and_score() (palladium.tests.test_R.TestClassification method) test_fit_with_label_encoder() (palladium.tests.test_julia.TestAbstractModel method) test_fit_with_numpy_data() (palladium.tests.test_R.TestAbstractModel method) test_fit_with_pandas_data() (palladium.tests.test_R.TestAbstractModel method) test_from_version() (palladium.tests.test_util.TestUpgrade method) test_from_version_and_to_version() (palladium.tests.test_util.TestUpgrade method) test_func_raises() (palladium.tests.test_util.TestRruleThread method) test_functional() (palladium.tests.test_server.TestPredictService method) test_generic_error() (palladium.tests.test_server.TestPredictService method) test_get() (palladium.tests.test_util.TestProcessStore method) test_getitem() (palladium.tests.test_util.TestProcessStore method) test_getstate() (palladium.tests.test_julia.TestAbstractModel method) test_grid_search() (palladium.tests.test_fit.TestGridSearch method) test_in() (palladium.tests.test_util.TestProcessStore method) test_init() (palladium.tests.test_util.TestProcessStore method) test_init_path_without_version() (palladium.tests.test_persistence.TestFile method) test_initialize_config() (palladium.tests.test_util.TestInitializeConfigImpl method) test_initialize_config_already_initialized() (palladium.tests.test_util.TestInitializeConfig method) test_initialize_config_extra() (palladium.tests.test_util.TestInitializeConfig method) test_initialize_config_logging() (palladium.tests.test_util.TestInitializeConfigImpl method) test_initialize_julia() (palladium.tests.test_julia.TestAbstractModel method) test_initialize_properties() (palladium.tests.test_persistence.TestDatabase method) test_it() (palladium.tests.test_cache.TestDiskCache method) (palladium.tests.test_R.TestDatasetLoader method) (palladium.tests.test_dataset.TestSQL method) (palladium.tests.test_dataset.TestTable method) (palladium.tests.test_fit.TestFit method) (palladium.tests.test_fit.TestGridSearch method) (palladium.tests.test_util.TestApplyKwargs method) (palladium.tests.test_util.TestPartial method) test_it_ignore() (palladium.tests.test_cache.TestDiskCache method) test_it_no_compute_key() (palladium.tests.test_cache.TestDiskCache method) test_last_execution() (palladium.tests.test_util.TestRruleThread method) test_list_models_no_entries() (palladium.tests.test_persistence.TestDatabase method) test_list_models_no_metadata() (palladium.tests.test_persistence.TestFile method) test_list_models_with_existing_entry() (palladium.tests.test_persistence.TestDatabase method) test_list_models_with_metadata() (palladium.tests.test_persistence.TestFile method) test_list_models_with_two_entries() (palladium.tests.test_persistence.TestDatabase method) test_list_properties_no_metadata() (palladium.tests.test_persistence.TestFile method) test_list_properties_with_metadata() (palladium.tests.test_persistence.TestFile method) test_listen() (palladium.tests.test_server.TestPredictStream method) test_listen_direct_exit() (palladium.tests.test_server.TestPredictStream method) test_missing_process_state() (palladium.tests.test_server.TestAliveFunctional method) test_mtime_delitem() (palladium.tests.test_util.TestProcessStore method) test_mtime_no_entry() (palladium.tests.test_util.TestProcessStore method) test_mtime_setitem() (palladium.tests.test_util.TestProcessStore method) test_ndarray_false() (palladium.tests.test_dataset.TestSQL method) (palladium.tests.test_dataset.TestTable method) test_no_args() (palladium.tests.test_util.TestUpgrade method) test_no_config() (palladium.tests.test_util.TestPluggableDecorator method) test_no_persist() (palladium.tests.test_fit.TestFit method) test_no_score_method_raises() (palladium.tests.test_fit.TestGridSearch method) test_no_slice() (palladium.tests.test_dataset.TestTable method) test_persist_if_better_than() (palladium.tests.test_fit.TestFit method) test_persist_if_better_than_false() (palladium.tests.test_fit.TestFit method) test_persist_if_better_than_no_dataset_test() (palladium.tests.test_fit.TestFit method) test_persist_if_better_than_persist_false() (palladium.tests.test_fit.TestFit method) test_post_request() (palladium.tests.test_server.TestPredictService method) test_predict() (palladium.tests.test_julia.TestAbstractModel method) test_predict_convert_to_float() (palladium.tests.test_julia.TestAbstractModel method) test_predict_error() (palladium.tests.test_server.TestPredictService method) (palladium.tests.test_server.TestPredictStream method) test_predict_functional() (palladium.tests.test_server.TestPredict method) test_predict_params() (palladium.tests.test_server.TestPredictStream method) test_predict_with_label_encoder() (palladium.tests.test_julia.TestAbstractModel method) test_predict_with_numpy_data() (palladium.tests.test_R.TestClassificationModel method) test_predict_with_pandas_data() (palladium.tests.test_R.TestClassificationModel method) test_probas() (palladium.tests.test_server.TestPredictService method) test_proxy_activate() (palladium.tests.test_persistence.TestCachedUpdatePersister method)

test_proxy_delete() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_proxy_list_models() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_proxy_list_properties() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_proxy_upgrade() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_read() (palladium.tests.test_persistence.TestCachedUpdatePersister method) (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) (palladium.tests.test_util.TestGetConfig method) test_read_activated_model_missing() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_read_custom_value() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_read_environ() (palladium.tests.test_util.TestGetConfig method) test_read_md() (palladium.tests.test_persistence.TestFile method) test_read_md_no_file() (palladium.tests.test_persistence.TestFile method) test_read_no_active_model() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_read_no_model() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_read_no_model_with_given_version() (palladium.tests.test_persistence.TestFile method) test_read_with_version() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_rrule_from_dict() (palladium.tests.test_util.TestRruleThread method) test_sample_from_data() (palladium.tests.test_server.TestPredictService method) test_score() (palladium.tests.test_julia.TestClassificationModel method) test_setitem() (palladium.tests.test_util.TestProcessStore method) test_setstate() (palladium.tests.test_julia.TestAbstractModel method) test_sleep_between_checks() (palladium.tests.test_util.TestRruleThread method) test_str() (palladium.tests.test_interfaces.TestPredictError method) test_success() (palladium.tests.test_util.TestSessionScope method) test_table_no_target() (palladium.tests.test_dataset.TestTable method) test_table_postfix() (palladium.tests.test_persistence.TestDatabase method) test_test() (palladium.tests.test_eval.TestTest method) test_test_no_score() (palladium.tests.test_eval.TestTest method) test_three_steps_no_overlap() (palladium.tests.test_persistence.TestUpgradeSteps method) test_three_steps_overlap() (palladium.tests.test_persistence.TestUpgradeSteps method) test_timestamp() (palladium.tests.test_fit.TestFit method) test_two_decorators() (palladium.tests.test_util.TestPluggableDecorator method) test_typeerror() (palladium.tests.test_util.TestApplyKwargs method) test_unknown_exception() (palladium.tests.test_server.TestPredict method) test_update_cache() (palladium.tests.test_dataset.TestScheduledDatasetLoader method) (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_update_cache_rrule() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_update_md() (palladium.tests.test_persistence.TestFile method) test_update_metadata() (palladium.tests.test_persistence.TestFile method) test_upgrade_1_0() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_upgrade_1_0_no_metadata() (palladium.tests.test_persistence.TestFile method) test_upgrade_from_version() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_upgrade_no_args() (palladium.tests.test_persistence.TestDatabase method) (palladium.tests.test_persistence.TestFile method) test_upgrade_with_legacy_md() (palladium.tests.test_persistence.TestFile method) test_with_colon() (palladium.tests.test_util.TestResolveDottedName method) test_with_dots() (palladium.tests.test_util.TestResolveDottedName method) test_with_existing_data() (palladium.tests.test_interfaces.TestAnnotate method) test_without_existing_data() (palladium.tests.test_interfaces.TestAnnotate method) test_wrapped() (palladium.tests.test_util.TestPluggableDecorator method) test_wrapped_empty_list() (palladium.tests.test_util.TestPluggableDecorator method) test_write() (palladium.tests.test_persistence.TestCachedUpdatePersister method) test_write_no_entry() (palladium.tests.test_persistence.TestDatabase method) test_write_no_model_files() (palladium.tests.test_persistence.TestFile method) test_write_with_existing_entry() (palladium.tests.test_persistence.TestDatabase method) test_write_with_model_files() (palladium.tests.test_persistence.TestFile method) TestAbstractModel (class in palladium.tests.test_julia) (class in palladium.tests.test_R) TestAliveFunctional (class in palladium.tests.test_server) TestAnnotate (class in palladium.tests.test_interfaces) TestApplyKwargs (class in palladium.tests.test_util) TestCachedUpdatePersister (class in palladium.tests.test_persistence) TestClassification (class in palladium.tests.test_R) TestClassificationModel (class in palladium.tests.test_julia) (class in palladium.tests.test_R) TestClassificationWithNumpyDataset (class in palladium.tests.test_R) TestClassificationWithPandasDataset (class in palladium.tests.test_R) TestDatabase (class in palladium.tests.test_persistence) TestDatabaseCLOB (class in palladium.tests.test_persistence) TestDatasetLoader (class in palladium.tests.test_R) TestDiskCache (class in palladium.tests.test_cache) TestFile (class in palladium.tests.test_persistence) TestFit (class in palladium.tests.test_fit) TestGetConfig (class in palladium.tests.test_util) TestGridSearch (class in palladium.tests.test_fit) TestInitializeConfig (class in palladium.tests.test_util) TestInitializeConfigImpl (class in palladium.tests.test_util) TestList (class in palladium.tests.test_eval) TestPartial (class in palladium.tests.test_util) TestPickleDiskCache (class in palladium.tests.test_cache) TestPluggableDecorator (class in palladium.tests.test_util) TestPredict (class in palladium.tests.test_server) TestPredictError (class in palladium.tests.test_interfaces) TestPredictService (class in palladium.tests.test_server) TestPredictStream (class in palladium.tests.test_server) TestProcessStore (class in palladium.tests.test_util) TestResolveDottedName (class in palladium.tests.test_util) TestRruleThread (class in palladium.tests.test_util) TestScheduledDatasetLoader (class in palladium.tests.test_dataset) TestSessionScope (class in palladium.tests.test_util) TestSQL (class in palladium.tests.test_dataset) TestTable (class in palladium.tests.test_dataset) TestTest (class in palladium.tests.test_eval) TestUpgrade (class in palladium.tests.test_util) TestUpgradeSteps (class in palladium.tests.test_persistence) timer() (in module palladium.util)

U

update_cache() (palladium.dataset.ScheduledDatasetLoader method) upgrade() (in module palladium.util) (palladium.interfaces.ModelPersister method)

upgrade_cmd() (in module palladium.util)

V

version_cmd() (in module palladium.util)

W

write() (palladium.interfaces.ModelPersister method)