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4 changes: 2 additions & 2 deletions src/lerobot/cameras/realsense/camera_realsense.py
Original file line number Diff line number Diff line change
Expand Up @@ -749,11 +749,11 @@ def _build_frame_snapshot(self, frames: Any) -> _FrameSnapshot:
depth = None

color_frame = frames.get_color_frame()
if color_frame is not None:
if color_frame:
color = np.ascontiguousarray(_decode_color_frame_to_rgb(color_frame))

depth_frame = frames.get_depth_frame()
if depth_frame is not None:
if depth_frame:
depth = np.ascontiguousarray(np.asanyarray(depth_frame.get_data()).copy())

return _FrameSnapshot(color=color, depth=depth)
Expand Down
82 changes: 82 additions & 0 deletions tests/cameras/test_realsense_frame_snapshot.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,82 @@
#!/usr/bin/env python

# Copyright 2024 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 unittest
from unittest.mock import MagicMock, patch

import numpy as np

from lerobot.cameras.realsense import D405_MODEL_TRAITS, SharedRealSenseManager


class TestBuildFrameSnapshot(unittest.TestCase):
"""Regression tests for falsey pyrealsense2 frames returned by disabled streams."""

def setUp(self):
self.manager = SharedRealSenseManager(serial_number="042", model_traits=D405_MODEL_TRAITS)

def test_ignores_invalid_color_frame(self):
invalid_color_frame = MagicMock()
invalid_color_frame.__bool__.return_value = False
frames = MagicMock()
frames.get_color_frame.return_value = invalid_color_frame
frames.get_depth_frame.return_value = None

with patch(
"lerobot.cameras.realsense.camera_realsense._decode_color_frame_to_rgb"
) as decode_color_frame:
snapshot = self.manager._build_frame_snapshot(frames)

decode_color_frame.assert_not_called()
invalid_color_frame.get_data.assert_not_called()
self.assertIsNone(snapshot.color)
self.assertIsNone(snapshot.depth)

def test_ignores_invalid_depth_frame(self):
invalid_depth_frame = MagicMock()
invalid_depth_frame.__bool__.return_value = False
frames = MagicMock()
frames.get_color_frame.return_value = None
frames.get_depth_frame.return_value = invalid_depth_frame

snapshot = self.manager._build_frame_snapshot(frames)

invalid_depth_frame.get_data.assert_not_called()
self.assertIsNone(snapshot.color)
self.assertIsNone(snapshot.depth)

def test_decodes_valid_frames(self):
color_frame = MagicMock()
color_frame.__bool__.return_value = True
depth_frame = MagicMock()
depth_frame.__bool__.return_value = True
depth_data = np.arange(4, dtype=np.uint16).reshape(2, 2)
depth_frame.get_data.return_value = depth_data
frames = MagicMock()
frames.get_color_frame.return_value = color_frame
frames.get_depth_frame.return_value = depth_frame
expected_color = np.arange(12, dtype=np.uint8).reshape(2, 2, 3)

with patch(
"lerobot.cameras.realsense.camera_realsense._decode_color_frame_to_rgb",
return_value=expected_color,
) as decode_color_frame:
snapshot = self.manager._build_frame_snapshot(frames)

decode_color_frame.assert_called_once_with(color_frame)
depth_frame.get_data.assert_called_once_with()
np.testing.assert_array_equal(snapshot.color, expected_color)
np.testing.assert_array_equal(snapshot.depth, depth_data)