Files
lerobot/src/lerobot/rollout/strategies/factory.py
T
Steven Palma ca87ccd941 feat(rollout): decouple policy deployment from data recording with new lerobot-rollout CLI (#3413)
* feat(scripts): lerobot-rollout

* fix(rollout) require dataset in dagger + use duration too

* fix(docs): dagger num_episodes

* test(rollout): fix expectations

* fix(rollout): features check

* fix(rollout): device and task propagation + feature pos + warn fps + move rename_map config

* docs(rollout): edit rename_map instructions

* chore(rollout): multiple minor improvements

* chore(rollout): address coments + minor improvements

* fix(rollout): enable default

* fix(tests): default value RTCConfig

* fix(rollout): robot_observation_processor and notify_observation at policy frequency instead of interpolator rate

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>

* fix(rollout): prevent relativeactions with sync inference engine

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>

* fix(rollout): rtc reanchor to non normalized state

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>

* fix(rollout): fixing the episode length to use hwc (#3469)

also reducing default length to 5 minutes

* feat(rollout): go back to initial position is now a config

* fix(rollout): properly propagating video_files_size_in_mb to lerobot_dataset (#3470)

* chore(rollout): note about dagger correction stage

* chore(docs): update comments and docstring

* fix(test): move rtc relative out of rollout module

* fix(rollout): address the review comments

---------

Co-authored-by: Pepijn <138571049+pkooij@users.noreply.github.com>
Co-authored-by: Maxime Ellerbach <maxime.ellerbach@huggingface.co>
2026-04-28 00:57:35 +02:00

46 lines
1.6 KiB
Python

# Copyright 2025 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Strategy factory: config type-name → strategy class dispatch."""
from __future__ import annotations
from typing import TYPE_CHECKING
from .base import BaseStrategy
from .core import RolloutStrategy
from .dagger import DAggerStrategy
from .highlight import HighlightStrategy
from .sentry import SentryStrategy
if TYPE_CHECKING:
from ..configs import RolloutStrategyConfig
def create_strategy(config: RolloutStrategyConfig) -> RolloutStrategy:
"""Instantiate the appropriate strategy from a config object.
Dispatches on ``config.type`` (the name registered via
``draccus.ChoiceRegistry``).
"""
if config.type == "base":
return BaseStrategy(config)
if config.type == "sentry":
return SentryStrategy(config)
if config.type == "highlight":
return HighlightStrategy(config)
if config.type == "dagger":
return DAggerStrategy(config)
raise ValueError(f"Unknown strategy type '{config.type}'. Available: base, sentry, highlight, dagger")