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7 changes: 7 additions & 0 deletions movement/kinematics/kinematics.py
Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,13 @@ def compute_time_derivative(data: xr.DataArray, order: int) -> xr.DataArray:
if order <= 0:
raise logger.error(ValueError("Order must be a positive integer."))
validate_dims_coords(data, {"time": []})
if data.sizes.get("time", 0) < 2:
raise logger.error(
ValueError(
"Cannot compute the time derivative of data with fewer than 2 "
"time frames."
)
)
result = data
for _ in range(order):
result = result.differentiate("time")
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12 changes: 12 additions & 0 deletions tests/test_unit/test_kinematics/test_kinematics.py
Original file line number Diff line number Diff line change
Expand Up @@ -180,6 +180,18 @@ def test_time_derivative_with_invalid_order(order, expected_exception):
kinematics.compute_time_derivative(data, order=order)


def test_time_derivative_single_frame():
"""Test error is raised when input data has fewer than 2 frames."""
data = xr.DataArray(
np.zeros((1, 2)), dims=["time", "space"], coords={"time": [1]}
)
with pytest.raises(
ValueError,
match="Cannot compute the time derivative.*fewer than 2 time frames",
):
kinematics.compute_time_derivative(data, order=1)


time_points_value_error = pytest.raises(
ValueError,
match="At least 2 time points are required to compute path length",
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