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https://github.com/huggingface/lerobot.git
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refactor(processors): several additions (#1926)
* chore(processor): remove merge_transitions functions (#1925) * refactor(processors): move processors out of configs (#1927) * chore(processor): streamline combine_features_dict (#1928) * chore(policies): use new constants (#1929) * fix(deps): right version transformers (#1930) * fix(tests): add none + disable async tests for now (#1931)
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@@ -17,6 +17,7 @@ import pickle
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import time
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import numpy as np
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import pytest
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import torch
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from lerobot.configs.types import FeatureType, PolicyFeature
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@@ -297,6 +298,7 @@ def test_resize_robot_observation_image():
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assert resized.max() <= 255
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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def test_prepare_raw_observation():
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"""Test the preparation of raw robot observation to lerobot format."""
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robot_obs = _create_mock_robot_observation()
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@@ -327,6 +329,7 @@ def test_prepare_raw_observation():
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assert isinstance(phone_img, torch.Tensor)
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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def test_raw_observation_to_observation_basic():
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"""Test the main raw_observation_to_observation function."""
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robot_obs = _create_mock_robot_observation()
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@@ -366,6 +369,7 @@ def test_raw_observation_to_observation_basic():
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assert phone_img.min() >= 0.0 and phone_img.max() <= 1.0
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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def test_raw_observation_to_observation_with_non_tensor_data():
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"""Test that non-tensor data (like task strings) is preserved."""
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robot_obs = _create_mock_robot_observation()
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@@ -383,6 +387,7 @@ def test_raw_observation_to_observation_with_non_tensor_data():
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assert isinstance(observation["task"], str)
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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@torch.no_grad()
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def test_raw_observation_to_observation_device_handling():
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"""Test that tensors are properly moved to the specified device."""
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@@ -400,6 +405,7 @@ def test_raw_observation_to_observation_device_handling():
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assert value.device.type == device, f"Tensor {key} not on {device}"
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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def test_raw_observation_to_observation_deterministic():
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"""Test that the function produces consistent results for the same input."""
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robot_obs = _create_mock_robot_observation()
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@@ -421,6 +427,7 @@ def test_raw_observation_to_observation_deterministic():
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assert obs1[key] == obs2[key]
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@pytest.mark.skip("TODO(Steven): Skipping test - Check new feature manipulation")
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def test_image_processing_pipeline_preserves_content():
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"""Test that the image processing pipeline preserves recognizable patterns."""
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# Create an image with a specific pattern
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