feat(task modification precedence): Improving task modification precedence so that all modes can be used in a single run. Adapting tests accordinginly.

This commit is contained in:
CarolinePascal
2026-07-30 17:30:12 +02:00
parent c1caa512ef
commit dca9e80f03
4 changed files with 26 additions and 119 deletions
+14 -10
View File
@@ -1161,6 +1161,20 @@ def test_modify_tasks_replacements_with_episode_overrides(sample_dataset):
assert len(modified_dataset.meta.tasks) == 3
def test_modify_tasks_default_task_and_replacements(sample_dataset):
"""Test that new_task acts as the default for episodes not matched by task_replacements."""
modified_dataset = modify_tasks(
sample_dataset,
new_task="Default task",
task_replacements={"task_0": "Pick the cube"},
)
for ep_idx in range(5):
expected_task = "Pick the cube" if ep_idx % 2 == 0 else "Default task"
assert modified_dataset.meta.episodes[ep_idx]["tasks"][0] == expected_task
assert len(modified_dataset.meta.tasks) == 2
def test_modify_tasks_no_task_specified(sample_dataset):
"""Test error when no task is specified."""
with pytest.raises(ValueError, match="Must specify at least one of new_task, episode_tasks, or task_replacements"):
@@ -1179,16 +1193,6 @@ def test_modify_tasks_invalid_task_replacements(sample_dataset):
modify_tasks(sample_dataset, task_replacements={"missing_task": "New task"})
def test_modify_tasks_rejects_default_task_and_replacements(sample_dataset):
"""Test that default-task assignment cannot be combined with find-and-replace."""
with pytest.raises(ValueError, match="Cannot combine new_task with task_replacements"):
modify_tasks(
sample_dataset,
new_task="Default task",
task_replacements={"task_0": "Pick the cube"},
)
def test_modify_tasks_updates_info_json(sample_dataset):
"""Test that total_tasks is updated in info.json."""
episode_tasks = {0: "Task A", 1: "Task B", 2: "Task C", 3: "Task A", 4: "Task B"}
@@ -1,83 +0,0 @@
#!/usr/bin/env python
# Copyright 2026 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.
import numpy as np
import pytest
from lerobot.datasets.lerobot_dataset import LeRobotDataset
from lerobot.scripts.lerobot_edit_dataset import EditDatasetConfig, ModifyTasksConfig, handle_modify_tasks
@pytest.fixture
def sample_dataset(tmp_path, empty_lerobot_dataset_factory):
features = {
"action": {"dtype": "float32", "shape": (6,), "names": None},
"observation.state": {"dtype": "float32", "shape": (4,), "names": None},
"observation.images.top": {"dtype": "image", "shape": (224, 224, 3), "names": None},
}
dataset = empty_lerobot_dataset_factory(
root=tmp_path / "test_dataset",
features=features,
)
for ep_idx in range(5):
for _ in range(10):
frame = {
"action": np.random.randn(6).astype(np.float32),
"observation.state": np.random.randn(4).astype(np.float32),
"observation.images.top": np.random.randint(0, 255, size=(224, 224, 3), dtype=np.uint8),
"task": f"task_{ep_idx % 2}",
}
dataset.add_frame(frame)
dataset.save_episode()
dataset.finalize()
return dataset
def test_handle_modify_tasks_with_replacements(sample_dataset):
cfg = EditDatasetConfig(
repo_id=sample_dataset.repo_id,
root=str(sample_dataset.root),
operation=ModifyTasksConfig(
task_replacements={
"task_0": "Pick the cube",
"task_1": "Place the cube",
}
),
)
handle_modify_tasks(cfg)
modified_dataset = LeRobotDataset(cfg.repo_id, root=sample_dataset.root)
assert modified_dataset.meta.episodes[0]["tasks"][0] == "Pick the cube"
assert modified_dataset.meta.episodes[1]["tasks"][0] == "Place the cube"
assert len(modified_dataset.meta.tasks) == 2
def test_handle_modify_tasks_rejects_default_task_and_replacements(sample_dataset):
cfg = EditDatasetConfig(
repo_id=sample_dataset.repo_id,
root=str(sample_dataset.root),
operation=ModifyTasksConfig(
new_task="Default task",
task_replacements={"task_0": "Pick the cube"},
),
)
with pytest.raises(ValueError, match="Cannot combine new_task with task_replacements"):
handle_modify_tasks(cfg)