Index

Symbols

--agent-name <AGENT_NAME> agentos-init command line option --arg-set-file <PARAM_FILE> agentos-run command line option --arg-set-list <NAME=VALUE> agentos-run command line option --assume-yes agentos-clear-cache command line option agentos-clear-env-cache command line option agentos-clear-repo-cache command line option --entry-point <ENTRY_POINT> agentos-run command line option --force agentos-freeze command line option agentos-publish command line option --registry-file <registry_file> agentos-freeze command line option agentos-publish command line option agentos-run command line option agentos-status command line option --use-auto-env agentos-freeze command line option agentos-publish command line option agentos-run command line option agentos-status command line option

--use-outer-env agentos-freeze command line option agentos-publish command line option agentos-run command line option agentos-status command line option --version agentos command line option -A agentos-run command line option -f agentos-freeze command line option agentos-publish command line option -n agentos-init command line option -r agentos-freeze command line option agentos-publish command line option agentos-run command line option agentos-status command line option -y agentos-clear-cache command line option agentos-clear-env-cache command line option agentos-clear-repo-cache command line option

_

__init__() (agentos.agent_run.AgentRun method) (agentos.core.Agent method) (agentos.core.Environment method) (agentos.core.MemberInitializer method) (pcs.argument_set.ArgumentSet method) (pcs.component.Component method) (pcs.component_run.ComponentRun method) (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) (pcs.repo.GitHubRepo method) (pcs.repo.LocalRepo method) (pcs.repo.Repo method) (pcs.run.Run method) (pcs.run_command.RunCommand method) (pcs.virtual_env.VirtualEnv method)

A

actions (agentos.core.EnvironmentSpec attribute) activate() (pcs.virtual_env.NoOpVirtualEnv method) (pcs.virtual_env.VirtualEnv method) active_agent_run (agentos.core.Agent property) active_component_run() (in module pcs.component_run) add() (agentos.core.Dataset method) add_component() (pcs.registry.Registry method) add_component_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) add_dependency() (pcs.component.Component method) add_episode_data() (agentos.agent_run.AgentRun method) add_repo_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) add_run_artifacts() (pcs.registry.WebRegistry method) add_run_command_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) add_run_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) advance() (agentos.core.Agent method) Agent (class in agentos.core) AGENT_NAME_KEY (agentos.agent_run.AgentRun attribute) agentos command line option --version agentos-clear-cache command line option --assume-yes -y agentos-clear-env-cache command line option --assume-yes -y agentos-clear-repo-cache command line option --assume-yes -y agentos-freeze command line option --force --registry-file <registry_file> --use-auto-env --use-outer-env -f -r COMPONENT_NAME

agentos-init command line option --agent-name <AGENT_NAME> -n DIR_NAMES agentos-publish command line option --force --registry-file <registry_file> --use-auto-env --use-outer-env -f -r COMPONENT_NAME agentos-publish-run command line option ENTITY_ID agentos-rerun command line option RUN_ID agentos-run command line option --arg-set-file <PARAM_FILE> --arg-set-list <NAME=VALUE> --entry-point <ENTRY_POINT> --registry-file <registry_file> --use-auto-env --use-outer-env -A -r COMPONENT_NAME agentos-status command line option --registry-file <registry_file> --use-auto-env --use-outer-env -r ENTITY_ID agentos.agent_run module agentos.core module AgentosException AgentRun (class in agentos.agent_run) argument_set (pcs.run_command.RunCommand property) ARGUMENT_SET (pcs.specs.RunCommandSpecKeys attribute) ArgumentSet (class in pcs.argument_set) auto_revert_venv() (in module pcs.virtual_env)

B

BadGitStateException

C

call_function_with_arg_set() (pcs.component.Component method) CLASS_NAME (pcs.specs.ComponentSpecKeys attribute) clear_cache_path() (in module pcs.utils) clear_env_cache() (pcs.virtual_env.VirtualEnv static method) clear_repo_cache() (pcs.repo.Repo method) close() (agentos.core.Environment method) Component (class in pcs.component) component (pcs.run_command.RunCommand property) COMPONENT_ID (pcs.specs.RunCommandSpecKeys attribute)

COMPONENT_NAME agentos-freeze command line option agentos-publish command line option agentos-run command line option ComponentIdentifier (class in pcs.identifiers) ComponentRun (class in pcs.component_run) ComponentSpecKeys (class in pcs.specs) create_virtual_env() (pcs.virtual_env.NoOpVirtualEnv method) (pcs.virtual_env.VirtualEnv method)

D

data (pcs.run.Run property) Dataset (class in agentos.core) deactivate() (pcs.virtual_env.NoOpVirtualEnv method) (pcs.virtual_env.VirtualEnv method) decide() (agentos.core.Policy method) DEFAULT_EXPERIMENT_ID (pcs.run.Run attribute)

default_rollout_step() (in module agentos.core) default_version (pcs.repo.Repo property) DEPENDENCIES (pcs.specs.ComponentSpecKeys attribute) dependency_list() (pcs.component.Component method) DIR_NAMES agentos-init command line option discounts (agentos.core.EnvironmentSpec attribute)

E

end() (agentos.agent_run.AgentRun method) (pcs.run.Run method) end_agent_run() (agentos.core.Agent method) ENTITY_ID agentos-publish-run command line option agentos-status command line option entry_point (pcs.run_command.RunCommand property)

ENTRY_POINT (pcs.specs.RunCommandSpecKeys attribute) ENV_NAME_KEY (agentos.agent_run.AgentRun attribute) Environment (class in agentos.core) EnvironmentSpec (class in agentos.core) episode_count (agentos.agent_run.RunStats attribute) evaluate() (agentos.core.Agent method) EVALUATE_KEY (agentos.agent_run.AgentRun attribute)

F

FILE_PATH (pcs.specs.ComponentSpecKeys attribute) flatten_spec() (in module pcs.specs) from_class() (pcs.component.Component class method) from_default() (pcs.registry.Registry class method) from_default_registry() (pcs.component.Component class method) (pcs.run_command.RunCommand class method) from_dict() (pcs.registry.Registry static method) from_existing_run_id() (pcs.run.Run class method) from_file_in_repo() (pcs.registry.Registry class method) from_github() (pcs.repo.Repo class method) from_github_registry() (pcs.component.Component class method) from_registry() (pcs.component.Component class method) (pcs.component_run.ComponentRun class method) (pcs.repo.Repo class method) (pcs.run.Run class method) (pcs.run_command.RunCommand class method)

from_registry_file() (pcs.component.Component class method) from_repo() (pcs.component.Component class method) (pcs.registry.Registry class method) from_repo_inferred() (pcs.registry.Registry class method) from_requirements_paths() (pcs.virtual_env.NoOpVirtualEnv class method) (pcs.virtual_env.VirtualEnv class method) from_run_command() (pcs.component_run.ComponentRun class method) from_spec() (pcs.argument_set.ArgumentSet class method) (pcs.component_run.ComponentRun class method) (pcs.repo.GitHubRepo class method) (pcs.repo.LocalRepo class method) (pcs.repo.Repo static method) (pcs.run_command.RunCommand class method) from_yaml() (pcs.argument_set.ArgumentSet class method) (pcs.registry.Registry static method)

G

generate_dummy_dev_registry() (in module pcs.utils) get_all_runs() (pcs.run.Run class method) get_arg() (pcs.argument_set.ArgumentSet method) get_component_args() (pcs.argument_set.ArgumentSet method) get_component_spec() (pcs.registry.Registry method) get_component_spec_by_id() (pcs.registry.Registry method) get_component_specs() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) get_default_component() (pcs.registry.WebRegistry method) get_default_entry_point() (pcs.component.Component method) get_function_args() (pcs.argument_set.ArgumentSet method) get_local_file_path() (pcs.repo.GitHubRepo method) (pcs.repo.LocalRepo method) (pcs.repo.Repo method) get_local_repo_dir() (pcs.repo.GitHubRepo method) (pcs.repo.LocalRepo method) (pcs.repo.Repo method) get_object() (pcs.component.Component method) get_prefixed_path_from_repo_root() (pcs.repo.Repo method)

get_registries() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) get_repo_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) get_run() (pcs.registry.WebRegistry method) get_run_command_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) get_run_spec() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) get_spec() (agentos.core.Environment method) get_specs_transitively_by_id() (pcs.registry.Registry method) get_status_tree() (pcs.component.Component method) get_training_info() (agentos.agent_run.AgentRun method) get_version_from_git() (pcs.repo.Repo method) GITHUB (pcs.repo.RepoType attribute) GitHubRepo (class in pcs.repo)

H

has_component_by_id() (pcs.registry.Registry method)

has_component_by_name() (pcs.registry.Registry method)

I

identifier (pcs.argument_set.ArgumentSet property) (pcs.run.Run property) (pcs.run_command.RunCommand property) IDENTIFIER (pcs.specs.ComponentSpecKeys attribute) (pcs.specs.RepoSpecKeys attribute) (pcs.specs.RunCommandSpecKeys attribute) (pcs.specs.RunSpecKeys attribute) improve() (agentos.core.Trainer method) info (pcs.run.Run property)

InMemoryRegistry (class in pcs.registry) install_requirements_file() (pcs.virtual_env.NoOpVirtualEnv method) (pcs.virtual_env.VirtualEnv method) IS_AGENT_RUN_TAG (agentos.agent_run.AgentRun attribute) IS_COMPONENT_RUN_TAG (pcs.component_run.ComponentRun attribute) is_flat() (in module pcs.specs) IS_FROZEN_KEY (pcs.component_run.ComponentRun attribute) is_publishable (pcs.component_run.ComponentRun property) is_reproducible (pcs.component_run.ComponentRun property)

J

json_encode_flat_spec_field() (in module pcs.specs)

L

learn() (agentos.core.Agent method) LEARN_KEY (agentos.agent_run.AgentRun attribute) LOCAL (pcs.repo.RepoType attribute) LocalRepo (class in pcs.repo) log_agent_name() (agentos.agent_run.AgentRun method)

log_environment_name() (agentos.agent_run.AgentRun method) log_return_value (pcs.run_command.RunCommand property) LOG_RETURN_VALUE (pcs.specs.RunCommandSpecKeys attribute) log_return_value() (pcs.component_run.ComponentRun method) log_run_metrics() (agentos.agent_run.AgentRun method) log_run_type() (agentos.agent_run.AgentRun method)

M

max_reward (agentos.agent_run.RunStats attribute) mean_reward (agentos.agent_run.RunStats attribute) median_reward (agentos.agent_run.RunStats attribute) MemberInitializer (class in agentos.core) min_reward (agentos.agent_run.RunStats attribute) module agentos.agent_run agentos.core pcs.argument_set pcs.component pcs.component_run pcs.exceptions pcs.identifiers pcs.registry pcs.repo pcs.run pcs.run_command pcs.specs pcs.utils pcs.version pcs.virtual_env

N

name (pcs.component.Component property) NAME (pcs.specs.ComponentSpecKeys attribute)

next() (agentos.core.Dataset method) NoOpVirtualEnv (class in pcs.virtual_env)

O

observations (agentos.core.EnvironmentSpec attribute)

P

parse_github_web_ui_url() (in module pcs.utils) PASS_THROUGH_FN_PREFIXES (pcs.run.Run attribute) PATH (pcs.specs.RepoSpecKeys attribute) pcs.argument_set module pcs.component module pcs.component_run module pcs.exceptions module pcs.identifiers module pcs.registry module pcs.repo module pcs.run module

pcs.run_command module pcs.specs module pcs.utils module pcs.version module pcs.virtual_env module PCS_RUN_TAG (pcs.run.Run attribute) Policy (class in agentos.core) print_all_status() (pcs.run.Run static method) print_results() (agentos.agent_run.AgentRun method) print_status() (pcs.run.Run method) print_status_tree() (pcs.component.Component method) publish() (pcs.run_command.RunCommand method) PythonComponentSystemException

R

Registry (class in pcs.registry) RegistryException render() (agentos.core.Environment method) Repo (class in pcs.repo) RepoSpecKeys (class in pcs.specs) RepoType (class in pcs.repo) reset() (agentos.core.Environment method) RESET_KEY (agentos.agent_run.AgentRun attribute) RESTORE_KEY (agentos.agent_run.AgentRun attribute) return_value (pcs.component_run.ComponentRun property) rewards (agentos.core.EnvironmentSpec attribute) rollout() (agentos.core.Agent method) (in module agentos.core) rollouts() (in module agentos.core) Run (class in pcs.run)

run() (agentos.core.Runnable method) (pcs.component.Component method) (pcs.run_command.RunCommand method) run_command (pcs.component_run.ComponentRun property) RUN_COMMAND_ID_KEY (pcs.component_run.ComponentRun attribute) RUN_COMMAND_REGISTRY_FILENAME (pcs.component_run.ComponentRun attribute) run_exists() (pcs.run.Run class method) RUN_ID agentos-rerun command line option RUN_TYPE_TAG (agentos.agent_run.AgentRun attribute) run_with_arg_set() (pcs.component.Component method) RunCommand (class in pcs.run_command) RunCommandSpecKeys (class in pcs.specs) Runnable (class in agentos.core) RunSpecKeys (class in pcs.specs) RunStats (class in agentos.agent_run)

S

seed() (agentos.core.Environment method) SEPARATOR (pcs.specs.VersionedSpec attribute) set_and_log_run_command() (pcs.component_run.ComponentRun method)

set_env_cache_path() (pcs.virtual_env.VirtualEnv method) start_agent_run() (agentos.core.Agent method) step() (agentos.core.Environment method) step_count (agentos.agent_run.RunStats attribute)

T

to_dict() (pcs.registry.InMemoryRegistry method) (pcs.registry.Registry method) (pcs.registry.WebRegistry method) to_frozen_registry() (pcs.component.Component method) to_registry() (pcs.component.Component method) (pcs.component_run.ComponentRun method) (pcs.repo.Repo method) (pcs.run.Run method) (pcs.run_command.RunCommand method) to_sorted_dict_str() (pcs.argument_set.ArgumentSet method) to_spec() (pcs.argument_set.ArgumentSet method) (pcs.component.Component method) (pcs.component_run.ComponentRun method) (pcs.repo.GitHubRepo method) (pcs.repo.LocalRepo method) (pcs.repo.Repo method) (pcs.run.Run method) (pcs.run_command.RunCommand method)

to_yaml() (pcs.registry.Registry method) Trainer (class in agentos.core) training_episode_count (agentos.agent_run.RunStats attribute) training_step_count (agentos.agent_run.RunStats attribute) TYPE (pcs.specs.RepoSpecKeys attribute)

U

unflatten_spec() (in module pcs.specs) UNKNOWN_URL (pcs.repo.Repo attribute)

update() (pcs.argument_set.ArgumentSet method) URL (pcs.specs.RepoSpecKeys attribute)

V

version (pcs.component.Component property) VERSION (pcs.specs.ComponentSpecKeys attribute)

VersionedSpec (class in pcs.specs) VirtualEnv (class in pcs.virtual_env)

W

WebRegistry (class in pcs.registry)