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Read raw files with gap pixels
RawFile takes an optional GapPixels configuration and assembles every frame with the gaps inserted: the gap lines are filled, each module part is scattered through the scratch buffer into its gapped position and, if configured, the counts of the chip edge pixels are split. rows(), cols(), pixels_per_frame() and bytes_per_frame() include the gaps, for the full frame and for each ROI. File forwards FileConfig::gap_pixels to RawFile and rejects it for other file types. Only Jungfrau and Eiger are supported. Python RawFile and File accept gap_pixels as a bool or a GapPixels and expose it as a property. Frame shapes come from rows() and cols(). Adds the module layout assembly tests and the raw file benchmark that the assembly refactor went in without, since the gap tests build on the generalized raw file helper.
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@@ -2,6 +2,7 @@
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import pytest
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import json
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from aare import File, RawFile, RawSubFile, DetectorType, ROI, UDPPortPosition, xy
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from aare import GapPixels, ModuleGaps, insert_gap_pixels
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import numpy as np
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@@ -28,6 +29,46 @@ def small_raw_file(tmp_path):
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return master_path
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MODULE_ROWS = 2
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MODULE_COLS = 3
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def write_module_layout(directory, layout_rows, layout_cols, frames=2,
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module_rows=MODULE_ROWS, module_cols=MODULE_COLS,
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detector_type="Jungfrau"):
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"""Write a raw file series with modules in the given layout.
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Modules are numbered as DetectorGeometry orders them, down each column
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first, and every module holds distinct values so misplacement is visible.
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Returns the master path and the expected image of frame 0.
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"""
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master_path = directory / "run_master_0.json"
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master_path.write_text(json.dumps({
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"Version": 7.2,
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"Detector Type": detector_type,
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"Timing Mode": "auto",
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"Geometry": {"x": layout_cols, "y": layout_rows},
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"Image Size in bytes": module_rows * module_cols * 2,
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"Pixels": {"x": module_cols, "y": module_rows},
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"Max Frames Per File": 1,
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"Total Frames": frames,
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"Frames in File": frames,
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"Frame Padding": 1,
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"Frame Discard Policy": "nodiscard",
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}))
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expected = np.zeros((module_rows * layout_rows, module_cols * layout_cols), dtype=np.uint16)
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for module in range(layout_rows * layout_cols):
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module_row, module_col = module % layout_rows, module // layout_rows
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pixels = ((np.arange(module_rows * module_cols, dtype=np.uint32) + module * 10 + 1) % 65536).astype(np.uint16)
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expected[module_row * module_rows:(module_row + 1) * module_rows,
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module_col * module_cols:(module_col + 1) * module_cols] = pixels.reshape(module_rows, module_cols)
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for index in range(frames):
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data_path = directory / f"run_d{module}_f{index}_0.raw"
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# 112 byte detector header followed by the module pixels
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data_path.write_bytes(bytes(112) + pixels.tobytes())
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return master_path, expected
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@pytest.mark.parametrize("reader_type", [RawFile, File])
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@pytest.mark.parametrize("legacy_master", [False, True])
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@pytest.mark.parametrize("padding, policy, supported", [
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@@ -453,3 +494,110 @@ def test_read_eiger_udp_port_disabled(test_data_path):
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assert len(rois) == 2
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assert rois[0] == ROI(0, 512, 0, 512)
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assert rois[1] == ROI(1024, 1536, 0, 512)
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@pytest.mark.parametrize("layout", [(1, 1), (2, 1), (1, 2), (2, 2), (3, 2)])
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@pytest.mark.parametrize("reader_type", [RawFile, File])
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def test_raw_file_assembles_module_layout(tmp_path, layout, reader_type):
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layout_rows, layout_cols = layout
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master_path, expected = write_module_layout(tmp_path, layout_rows, layout_cols)
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with reader_type(master_path) as reader:
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# RawFile binds rows/cols as methods (ROI overloads), File as properties
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rows = reader.rows() if reader_type is RawFile else reader.rows
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cols = reader.cols() if reader_type is RawFile else reader.cols
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assert (rows, cols) == expected.shape
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result = reader.read_frame()
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image = result[1] if reader_type is RawFile else result
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assert image.shape == expected.shape
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assert (image == expected).all()
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reader.seek(0)
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result = reader.read_n(2)
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images = result[1] if reader_type is RawFile else result
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assert images.shape == (2,) + expected.shape
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assert (images == expected).all()
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@pytest.mark.parametrize("layout", [(1, 1), (2, 1), (1, 2)])
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def test_raw_file_gap_pixels(tmp_path, layout):
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layout_rows, layout_cols = layout
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master_path, expected = write_module_layout(tmp_path, layout_rows, layout_cols,
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module_rows=512, module_cols=1024)
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gaps = GapPixels(fill_value=5)
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with RawFile(master_path, gap_pixels=gaps) as reader:
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assert reader.gap_pixels == gaps
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# one chip boundary per module row, three per module column and no
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# gap between modules
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assert (reader.rows(), reader.cols()) == ((512 + 2) * layout_rows, (1024 + 6) * layout_cols)
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header, image = reader.read_frame()
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assert header.size == layout_rows * layout_cols
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assert (image == insert_gap_pixels(expected, gaps)).all()
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reader.seek(0)
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_, images = reader.read_n(2)
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assert images.shape == (2, reader.rows(), reader.cols())
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assert (images[1] == image).all()
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with RawFile(master_path) as reader:
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assert reader.gap_pixels is None
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assert (reader.rows(), reader.cols()) == expected.shape
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with RawFile(master_path, gap_pixels=True) as reader:
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assert reader.gap_pixels == GapPixels()
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_, image = reader.read_frame()
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assert (image == insert_gap_pixels(expected)).all()
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with File(master_path, gap_pixels=True) as reader:
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assert (reader.rows, reader.cols) == insert_gap_pixels(expected).shape
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assert (reader.read_frame() == insert_gap_pixels(expected)).all()
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module_gaps = GapPixels(module_gaps=ModuleGaps(8, 36))
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with File(master_path, gap_pixels=module_gaps) as reader:
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assert (reader.read_frame() == insert_gap_pixels(expected, module_gaps)).all()
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def test_raw_file_gap_pixels_split_counts(tmp_path):
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master_path, expected = write_module_layout(tmp_path, 1, 1, module_rows=512, module_cols=1024)
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gaps = GapPixels(split_counts=True, seed=11)
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with RawFile(master_path, gap_pixels=gaps) as reader:
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_, image = reader.read_frame()
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assert (image == insert_gap_pixels(expected, gaps)).all()
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assert image.sum() == expected.sum()
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def test_raw_file_gap_pixels_unsupported_detector(tmp_path):
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master_path, _ = write_module_layout(tmp_path, 1, 1, detector_type="Moench")
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RawFile(master_path)
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with pytest.raises(ValueError):
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RawFile(master_path, gap_pixels=True)
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with pytest.raises(ValueError):
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File(master_path, gap_pixels=True)
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@pytest.mark.withdata
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def test_raw_file_gap_pixels_recorded_jungfrau(test_data_path):
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path = test_data_path / "raw/jungfrau/jungfrau_single_master_0.json"
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gaps = GapPixels(fill_value=3)
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with RawFile(path, gap_pixels=gaps) as gapped, RawFile(path) as plain:
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assert (gapped.rows(), gapped.cols()) == (514, 1030)
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_, image = gapped.read_frame()
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_, reference = plain.read_frame()
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assert image.shape == (514, 1030)
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assert (image == insert_gap_pixels(reference, gaps)).all()
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@pytest.mark.withdata
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def test_raw_file_gap_pixels_recorded_rois(test_data_path):
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path = test_data_path / "raw/ROITestData/MultipleROIs/run_master_0.json"
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with RawFile(path, gap_pixels=True) as gapped, RawFile(path) as plain:
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assert gapped.num_rois == 2
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_, images = gapped.read_rois()
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_, references = plain.read_rois()
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rois = plain.master.rois
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assert images[0].shape == (303, 103)
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assert images[1].shape == (101, 103)
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for image, reference, roi in zip(images, references, rois):
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assert (image == insert_gap_pixels(reference, roi=roi)).all()
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gapped.seek(0)
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_, frames = gapped.read_n_with_roi(2, roi_index=1)
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assert frames.shape == (2, 101, 103)
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