Index

_

__init__() (sktime_mcp.data.DataSourceAdapter method) (sktime_mcp.registry.interface.EstimatorNode method) (sktime_mcp.registry.interface.RegistryInterface method) (sktime_mcp.registry.tag_resolver.TagInfo method) (sktime_mcp.registry.tag_resolver.TagResolver method) (sktime_mcp.runtime.executor.Executor method) (sktime_mcp.runtime.handles.HandleInfo method) (sktime_mcp.runtime.handles.HandleManager method) (sktime_mcp.runtime.jobs.JobInfo method) (sktime_mcp.runtime.jobs.JobManager method)

A

auto_format (sktime_mcp.config.Settings property)

B

build_arg_parser() (in module sktime_mcp.server)

C

call_method() (sktime_mcp.runtime.executor.Executor method) call_tool() (in module sktime_mcp.server) cancel_job() (sktime_mcp.runtime.jobs.JobManager method) cancel_job_tool() (in module sktime_mcp.tools) CANCELLED (sktime_mcp.runtime.jobs.JobStatus attribute) category (sktime_mcp.registry.tag_resolver.TagInfo attribute) check_compatibility() (sktime_mcp.registry.tag_resolver.TagResolver method) check_job_status_tool() (in module sktime_mcp.tools) class_ref (sktime_mcp.registry.interface.EstimatorNode attribute) cleanup_old_jobs() (sktime_mcp.runtime.jobs.JobManager method)

clear_all() (sktime_mcp.runtime.handles.HandleManager method) COMPLETED (sktime_mcp.runtime.jobs.JobStatus attribute) completed_steps (sktime_mcp.runtime.jobs.JobInfo attribute) count_jobs() (sktime_mcp.runtime.jobs.JobManager method) create_adapter() (sktime_mcp.data.DataSourceRegistry class method) create_handle() (sktime_mcp.runtime.handles.HandleManager method) create_job() (sktime_mcp.runtime.jobs.JobManager method) created_at (sktime_mcp.runtime.handles.HandleInfo attribute) (sktime_mcp.runtime.jobs.JobInfo attribute) current_step (sktime_mcp.runtime.jobs.JobInfo attribute)

D

dataset_name (sktime_mcp.runtime.jobs.JobInfo attribute) DataSourceAdapter (class in sktime_mcp.data) DataSourceRegistry (class in sktime_mcp.data)

delete_job() (sktime_mcp.runtime.jobs.JobManager method) describe_component_tool() (in module sktime_mcp.tools) description (sktime_mcp.registry.tag_resolver.TagInfo attribute) docstring (sktime_mcp.registry.interface.EstimatorNode attribute)

E

elapsed_time (sktime_mcp.runtime.jobs.JobInfo property) end_time (sktime_mcp.runtime.jobs.JobInfo attribute) errors (sktime_mcp.runtime.jobs.JobInfo attribute) estimated_time_remaining (sktime_mcp.runtime.jobs.JobInfo property) estimated_time_remaining_human (sktime_mcp.runtime.jobs.JobInfo property) estimator_handle (sktime_mcp.runtime.jobs.JobInfo attribute) estimator_name (sktime_mcp.runtime.handles.HandleInfo attribute) (sktime_mcp.runtime.jobs.JobInfo attribute)

EstimatorNode (class in sktime_mcp.registry.interface) evaluate_async() (sktime_mcp.runtime.executor.Executor method) evaluate_tool() (in module sktime_mcp.tools) Executor (class in sktime_mcp.runtime.executor) exists() (sktime_mcp.runtime.handles.HandleManager method) explain_tags() (sktime_mcp.registry.tag_resolver.TagResolver method) export_code_tool() (in module sktime_mcp.tools)

F

FAILED (sktime_mcp.runtime.jobs.JobStatus attribute) FileAdapter (class in sktime_mcp.data) filter_estimators_by_capability() (sktime_mcp.registry.tag_resolver.TagResolver method) fit() (sktime_mcp.runtime.executor.Executor method)

fit_async() (sktime_mcp.runtime.executor.Executor method) fit_tool() (in module sktime_mcp.tools) fitted (sktime_mcp.runtime.handles.HandleInfo attribute) format_data_handle() (sktime_mcp.runtime.executor.Executor method) format_time_series_tool() (in module sktime_mcp.tools)

G

get_adapter() (sktime_mcp.data.DataSourceRegistry class method) get_adapter_info() (sktime_mcp.data.DataSourceRegistry class method) get_all_categories() (sktime_mcp.registry.tag_resolver.TagResolver method) get_all_estimators() (sktime_mcp.registry.interface.RegistryInterface method) get_available_tags() (sktime_mcp.registry.interface.RegistryInterface method) get_available_tasks() (sktime_mcp.registry.interface.RegistryInterface method) get_estimator_by_name() (sktime_mcp.registry.interface.RegistryInterface method) get_executor() (in module sktime_mcp.runtime.executor) get_fitted_params() (sktime_mcp.runtime.executor.Executor method) get_fitted_params_tool() (in module sktime_mcp.tools)

get_handle_manager() (in module sktime_mcp.runtime.handles) get_info() (sktime_mcp.runtime.handles.HandleManager method) get_instance() (sktime_mcp.runtime.handles.HandleManager method) get_job() (sktime_mcp.runtime.jobs.JobManager method) get_job_manager() (in module sktime_mcp.runtime.jobs) get_metadata() (sktime_mcp.data.DataSourceAdapter method) get_registry() (in module sktime_mcp.registry.interface) get_tag_description() (sktime_mcp.registry.tag_resolver.TagResolver method) get_tag_info() (sktime_mcp.registry.tag_resolver.TagResolver method) get_tag_resolver() (in module sktime_mcp.registry.tag_resolver) get_tags_by_category() (sktime_mcp.registry.tag_resolver.TagResolver method)

H

handle_id (sktime_mcp.runtime.handles.HandleInfo attribute) HandleInfo (class in sktime_mcp.runtime.handles)

HandleManager (class in sktime_mcp.runtime.handles) horizon (sktime_mcp.runtime.jobs.JobInfo attribute)

I

inspect_data_tool() (in module sktime_mcp.tools) instance (sktime_mcp.runtime.handles.HandleInfo attribute)

instantiate() (sktime_mcp.runtime.executor.Executor method) instantiate_tool() (in module sktime_mcp.tools) is_fitted() (sktime_mcp.runtime.handles.HandleManager method)

J

job_cleanup_interval_secs (sktime_mcp.config.Settings property) job_id (sktime_mcp.runtime.jobs.JobInfo attribute) job_max_age_hours (sktime_mcp.config.Settings property) job_type (sktime_mcp.runtime.jobs.JobInfo attribute)

JobInfo (class in sktime_mcp.runtime.jobs) JobManager (class in sktime_mcp.runtime.jobs) jobs (sktime_mcp.runtime.jobs.JobManager attribute) JobStatus (class in sktime_mcp.runtime.jobs)

L

list_adapters() (sktime_mcp.data.DataSourceRegistry class method) list_available_data_tool() (in module sktime_mcp.tools) list_data_handles() (sktime_mcp.runtime.executor.Executor method) list_datasets() (sktime_mcp.runtime.executor.Executor method) list_handles() (sktime_mcp.runtime.handles.HandleManager method) list_handles_tool() (in module sktime_mcp.tools) list_jobs() (sktime_mcp.runtime.jobs.JobManager method) list_jobs_tool() (in module sktime_mcp.tools) list_tools() (in module sktime_mcp.server) load() (sktime_mcp.data.DataSourceAdapter method) (sktime_mcp.data.FileAdapter method) (sktime_mcp.data.PandasAdapter method) (sktime_mcp.data.SQLAdapter method) (sktime_mcp.data.UrlAdapter method)

load_async() (sktime_mcp.data.DataSourceAdapter method) (sktime_mcp.data.UrlAdapter method) load_data_source() (sktime_mcp.runtime.executor.Executor method) load_data_source_async() (sktime_mcp.runtime.executor.Executor method) load_data_source_tool() (in module sktime_mcp.tools) load_dataset() (sktime_mcp.runtime.executor.Executor method) load_model_tool() (in module sktime_mcp.tools) log_level (sktime_mcp.config.Settings property) log_path (sktime_mcp.config.Settings property)

M

main() (in module sktime_mcp.server) mark_fitted() (sktime_mcp.runtime.handles.HandleManager method) max_data_handles (sktime_mcp.config.Settings property) max_response_tokens (sktime_mcp.config.Settings property) metadata (sktime_mcp.runtime.handles.HandleInfo attribute) module sktime_mcp sktime_mcp.config sktime_mcp.data sktime_mcp.registry.interface sktime_mcp.registry.tag_resolver sktime_mcp.runtime.executor sktime_mcp.runtime.handles sktime_mcp.runtime.jobs sktime_mcp.server sktime_mcp.tools

module (sktime_mcp.registry.interface.EstimatorNode attribute)

N

name (sktime_mcp.registry.interface.EstimatorNode attribute) (sktime_mcp.registry.tag_resolver.TagInfo attribute)

P

PandasAdapter (class in sktime_mcp.data) parameters (sktime_mcp.registry.interface.EstimatorNode attribute) params (sktime_mcp.runtime.handles.HandleInfo attribute) PENDING (sktime_mcp.runtime.jobs.JobStatus attribute) plot_series_tool() (in module sktime_mcp.tools)

possible_values (sktime_mcp.registry.tag_resolver.TagInfo attribute) predict() (sktime_mcp.runtime.executor.Executor method) predict_async() (sktime_mcp.runtime.executor.Executor method) predict_tool() (in module sktime_mcp.tools) progress_percentage (sktime_mcp.runtime.jobs.JobInfo property)

Q

query_registry_tool() (in module sktime_mcp.tools)

R

register() (sktime_mcp.data.DataSourceRegistry class method) register_task() (sktime_mcp.runtime.jobs.JobManager method) RegistryInterface (class in sktime_mcp.registry.interface) release_data_handle() (sktime_mcp.runtime.executor.Executor method) release_data_handle_tool() (in module sktime_mcp.tools)

release_handle() (sktime_mcp.runtime.handles.HandleManager method) release_handle_tool() (in module sktime_mcp.tools) result (sktime_mcp.runtime.jobs.JobInfo attribute) run_command_tool() (in module sktime_mcp.tools) run_server() (in module sktime_mcp.server) RUNNING (sktime_mcp.runtime.jobs.JobStatus attribute)

S

sanitize_for_json() (in module sktime_mcp.server) save_data_tool() (in module sktime_mcp.tools) save_model_tool() (in module sktime_mcp.tools) search_estimators() (sktime_mcp.registry.interface.RegistryInterface method) Settings (class in sktime_mcp.config) sktime_mcp module sktime_mcp.config module sktime_mcp.data module sktime_mcp.registry.interface module sktime_mcp.registry.tag_resolver module

sktime_mcp.runtime.executor module sktime_mcp.runtime.handles module sktime_mcp.runtime.jobs module sktime_mcp.server module sktime_mcp.tools module split_data_tool() (in module sktime_mcp.tools) SQLAdapter (class in sktime_mcp.data) start_time (sktime_mcp.runtime.jobs.JobInfo attribute) status (sktime_mcp.runtime.jobs.JobInfo attribute) suggest_similar_estimators() (sktime_mcp.registry.tag_resolver.TagResolver method)

T

tag_definitions (sktime_mcp.registry.tag_resolver.TagResolver property) TagInfo (class in sktime_mcp.registry.tag_resolver) TagResolver (class in sktime_mcp.registry.tag_resolver) tags (sktime_mcp.registry.interface.EstimatorNode attribute) task (sktime_mcp.registry.interface.EstimatorNode attribute) to_dict() (sktime_mcp.registry.interface.EstimatorNode method) (sktime_mcp.runtime.handles.HandleInfo method) (sktime_mcp.runtime.jobs.JobInfo method)

to_sktime_format() (sktime_mcp.data.DataSourceAdapter method) to_summary() (sktime_mcp.registry.interface.EstimatorNode method) total_steps (sktime_mcp.runtime.jobs.JobInfo attribute) transform_data_tool() (in module sktime_mcp.tools)

U

update() (sktime_mcp.runtime.executor.Executor method) update_job() (sktime_mcp.runtime.jobs.JobManager method)

update_tool() (in module sktime_mcp.tools) UrlAdapter (class in sktime_mcp.data)

V

validate() (sktime_mcp.data.DataSourceAdapter method) (sktime_mcp.data.FileAdapter method) (sktime_mcp.data.PandasAdapter method) (sktime_mcp.data.SQLAdapter method) (sktime_mcp.data.UrlAdapter method)

value_type (sktime_mcp.registry.tag_resolver.TagInfo attribute)