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conversion of plane_wave_compound.py --- examples/marimo/plane_wave_compound_marimo.py | 284 ++++++++++++++++++ 1 file changed, 284 insertions(+) create mode 100644 examples/marimo/plane_wave_compound_marimo.py diff --git a/examples/marimo/plane_wave_compound_marimo.py b/examples/marimo/plane_wave_compound_marimo.py new file mode 100644 index 0000000..938abb4 --- /dev/null +++ b/examples/marimo/plane_wave_compound_marimo.py @@ -0,0 +1,284 @@ +import marimo + +__generated_with = "0.18.4" +app = marimo.App() + + +@app.cell +def _(): + """ + Plane Wave Compounding + =================================================== + + This example demonstrates plane wave compounding of data from the + PICMUS challenge (Plane-wave Imaging Challenge in Medical Ultrasound). PICMUS + provides standardized datasets for evaluating plane wave imaging algorithms. + + **Example overview:** + + - Load ultrasound data from UFF format files + - Beamform data from multiple plane-wave transmits + - Coherently compound the results + - Visualize the results + + Attribution: + + - Example inspired by vbeam examples (https://github.com/magnusdk/vbeam/) + - Dataset from PICMUS challenge (https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/) + """ + return + + +@app.cell +def _(): + # Import Required Libraries + # ------------------------- + # Let's start by importing the necessary libraries. + + import hashlib + + import matplotlib.pyplot as plt + import numpy as np + + # Import mach modules + from mach import experimental + from mach._vis import db_zero + from mach.io.uff import create_beamforming_setup + from mach.io.utils import cached_download + + try: + from pyuff_ustb import Uff + except ImportError as err: + raise ImportError("⚠️ pyuff_ustb is required for UFF data loading. Install with: pip install pyuff-ustb") from err + + # Convenience constants + MM_PER_METER = 1000 + return ( + MM_PER_METER, + Uff, + cached_download, + create_beamforming_setup, + db_zero, + experimental, + hashlib, + np, + plt, + ) + + +@app.cell +def _(cached_download, hashlib): + # Download PICMUS Challenge Dataset + # --------------------------------- + # + # The PICMUS challenge contains multiple datasets with multi-angle plane-wave + # transmits. This example uses the resolution dataset, which features: + # + # - **128-element linear array** at 5.2 MHz center frequency + # - **75 plane wave transmits** at angles from -16° to +16° + # - **Point targets and cysts** for resolution and contrast assessment + + print("📂 Downloading PICMUS challenge dataset...") + + # Download the UFF data file (cached locally after first download) + url = "http://www.ustb.no/datasets/PICMUS_experiment_resolution_distortion.uff" + uff_path = cached_download( + url, + expected_size=145_518_524, + expected_hash="c93af0781daeebf771e53a42a629d4f311407410166ef2f1d227e9d2a1b8c641", + digest=hashlib.sha256, + filename="PICMUS_experiment_resolution_distortion.uff", + ) + + print(f"✓ Dataset downloaded to: {uff_path}") + print(f" File size: {uff_path.stat().st_size / 1e6:.1f} MB") + return (uff_path,) + + +@app.cell +def _(MM_PER_METER, Uff, np, uff_path): + # Load and Inspect PICMUS Data + # ---------------------------- + # + # UFF files contain structured ultrasound data including channel data (RF signals), + # probe geometry, and scan parameters. Let's examine the PICMUS dataset structure. + + print("\n📋 Loading PICMUS data structure...") + + # Open UFF file and extract components + uff_file = Uff(str(uff_path)) + channel_data = uff_file.read("/channel_data") + scan = uff_file.read("/scan") + + # Display challenge dataset information + print("\n📊 PICMUS Challenge Dataset:") + print(f" Plane wave transmits: {len(channel_data.sequence)}") + print(f" Array elements: {channel_data.probe.N}") + print(f" Samples per acquisition: {channel_data.data.shape[0]}") + print(f" Frames: {channel_data.data.shape[-1] if channel_data.data.ndim > 3 else 1}") + print(f" Sampling frequency: {channel_data.sampling_frequency / 1e6:.1f} MHz") + print(f" Center frequency: {channel_data.modulation_frequency / 1e6:.1f} MHz") + print(f" Speed of sound: {channel_data.sound_speed} m/s") + + # Display plane wave transmit angles + angles_deg = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] + print(f" Plane wave angles: {min(angles_deg):.1f}° to {max(angles_deg):.1f}°") + print(f" Angular step: {np.diff(angles_deg)[0]:.1f}°") + + # Display imaging region + print("\n🎯 Imaging Region:") + print(f" Lateral samples: {scan.x_axis.size}") + print(f" Depth samples: {scan.z_axis.size}") + print(f" Lateral extent: {scan.x_axis.min() * MM_PER_METER:.1f} to {scan.x_axis.max() * MM_PER_METER:.1f} mm") + print(f" Depth extent: {scan.z_axis.min() * MM_PER_METER:.1f} to {scan.z_axis.max() * MM_PER_METER:.1f} mm") + return angles_deg, channel_data, scan + + +@app.cell +def _(channel_data, create_beamforming_setup, scan): + # Extract metadata for mach + # ---------------------------------------- + + print("\n🔄 Preparing data for beamforming...") + + # Create beamforming setup for all plane wave angles + beamform_kwargs = create_beamforming_setup( + channel_data=channel_data, + scan=scan, + f_number=1.7, + ) + + print("📊 Beamforming setup:") + print(f" Sensor data shape: {beamform_kwargs['channel_data'].shape}") + print(" (transmits, elements, samples, frames)") + print(f" Output points: {beamform_kwargs['scan_coords_m'].shape[0]:,}") + print(f" Transmit arrivals shape: {beamform_kwargs['tx_wave_arrivals_s'].shape}") + print(f" F-number: {beamform_kwargs['f_number']}") + + # Extract number of plane-wave transmits + n_transmits = beamform_kwargs["channel_data"].shape[0] + print(f" Beamforming {n_transmits} plane-wave transmits") + return beamform_kwargs, n_transmits + + +@app.cell +def _(beamform_kwargs, experimental, n_transmits): + # Beamform and compound + # ------------------------------------------- + # + # Now we beamform and compound the data: + # + # 1. **Individual beamforming**: Apply delay-and-sum beamforming to each plane-wave transmit + # 2. **Coherent compounding**: Sum the results to form the final image + # + # Note: The mach.experimental API is subject to change. + + print("\n🚀 Beamforming and compounding...") + + result = experimental.beamform(**beamform_kwargs) + + print("✓ Beamforming and compounding completed!") + print(f" Output shape: {result.shape} (points, frames)") + print(f" Data type: {result.dtype}") + print(f" Coherently compounded {n_transmits} plane-wave transmits") + return (result,) + + +@app.cell +def _(np, result, scan): + # Reshape results + # --------------------------- + # + # The beamformed data needs to be reshaped to the 2D imaging grid. + + print("\n📊 Processing compounded results...") + + # Reshape from flattened points back to 2D imaging grid + grid_shape = (scan.x_axis.size, scan.z_axis.size) + beamformed_image = result.reshape(grid_shape) + + # Extract magnitude for B-mode display (envelope detection) + bmode_image = np.abs(beamformed_image) + + print("✓ Image processing complete") + print(f" Image shape: {bmode_image.shape} (lateral, depth)") + print(f" Dynamic range: {bmode_image.min():.2e} to {bmode_image.max():.2e}") + return (beamformed_image,) + + +@app.cell +def _( + MM_PER_METER, + angles_deg, + beamformed_image, + db_zero, + n_transmits, + plt, + scan, +): + # Visualize B-Mode + # ----------------------------------------- + + print("\n📊 Visualizing B-mode...") + + # Convert to logarithmic (dB) scale for display + bmode_db = db_zero(beamformed_image) + + # Create high-quality visualization + fig, ax = plt.subplots(figsize=(8, 8), dpi=300) + + # Set up coordinate system for proper display + extent = [ + scan.x_axis.min() * MM_PER_METER, + scan.x_axis.max() * MM_PER_METER, + scan.z_axis.max() * MM_PER_METER, + scan.z_axis.min() * MM_PER_METER, + ] + + # Display the compounded image + im = ax.imshow( + bmode_db.T, + cmap="gray", # Clinical grayscale colormap + vmin=-40, # 50 dB dynamic range + vmax=0, # Normalized to maximum + extent=extent, # Physical coordinates in mm + aspect="equal", # Preserve spatial relationships + origin="upper", # Depth increases downward (standard) + interpolation="nearest", # Preserve sharp phantom features + ) + + # Add comprehensive labeling + ax.set_title( + f"PICMUS Challenge: Plane Wave Compounding\n" + f"Coherent Compounding of {n_transmits} Plane Wave Angles " + f"({min(angles_deg):.0f}° to {max(angles_deg):.0f}°)", + fontsize=14, + ) + ax.set_xlabel("Lateral Distance [mm]", fontsize=12) + ax.set_ylabel("Depth [mm]", fontsize=12) + + # Add colorbar with proper formatting + cbar = plt.colorbar(im, ax=ax, shrink=0.8) + cbar.set_label("Magnitude [dB]", fontsize=12) + cbar.ax.tick_params(labelsize=10) + + # Add subtle grid for better readability + ax.grid(True, alpha=0.3, linestyle="--", linewidth=0.5) + return + + +@app.cell +def _(): + # Expected results + # ---------------- + # + # The plane wave compounded image should clearly resolve: + # + # - **Point targets**: Sharp, well-defined spots for lateral/axial resolution measurement + # - **Hyperechoic lesion**: Bright circle to test for geometric distortion + # - **Uniform speckle**: Consistent background texture in tissue-mimicking regions + return + + +if __name__ == "__main__": + app.run() From dd837461285fe9ccf9ca218533b7d3052ec30a1c Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 21:39:45 +0000 Subject: [PATCH 03/12] Markdown for the marimo plane-wave-compounding app --- examples/marimo/plane_wave_compound_marimo.py | 366 +++++++++--------- examples/plane_wave_compound.py | 2 +- 2 files changed, 186 insertions(+), 182 deletions(-) diff --git a/examples/marimo/plane_wave_compound_marimo.py b/examples/marimo/plane_wave_compound_marimo.py index 938abb4..06a8d26 100644 --- a/examples/marimo/plane_wave_compound_marimo.py +++ b/examples/marimo/plane_wave_compound_marimo.py @@ -5,27 +5,35 @@ @app.cell -def _(): - """ - Plane Wave Compounding - =================================================== - - This example demonstrates plane wave compounding of data from the - PICMUS challenge (Plane-wave Imaging Challenge in Medical Ultrasound). PICMUS - provides standardized datasets for evaluating plane wave imaging algorithms. - - **Example overview:** - - - Load ultrasound data from UFF format files - - Beamform data from multiple plane-wave transmits - - Coherently compound the results - - Visualize the results - - Attribution: - - - Example inspired by vbeam examples (https://github.com/magnusdk/vbeam/) - - Dataset from PICMUS challenge (https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/) - """ +def _(mo): + mo.md(r""" + # Interactive Plane Wave Compounding + + This example demonstrates GPU-accelerated plane wave compounding using data from the + [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/) + (Plane-wave Imaging Challenge in Medical Ultrasound). + + ## Dataset + + - **128-element linear array** at 5.2 MHz center frequency + - **75 plane wave transmits** at angles from -16° to +16° + - **Point targets and cysts** for resolution and contrast assessment + + ## Interactive Parameters + + Adjust the sliders on the left to explore how different beamforming parameters + affect image quality: + + - **F-number**: Controls aperture size and focal characteristics + - **Speed of Sound**: Adjust for different tissue types + - **Channel/Plane Wave Selection**: Sub-aperture beamforming experiments + - **Dynamic Range**: Optimize display contrast + + --- + + _Dataset from [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/), + example inspired by [vbeam](https://github.com/magnusdk/vbeam/)_ + """) return @@ -37,6 +45,7 @@ def _(): import hashlib + import marimo as mo import matplotlib.pyplot as plt import numpy as np @@ -61,6 +70,7 @@ def _(): db_zero, experimental, hashlib, + mo, np, plt, ) @@ -68,19 +78,7 @@ def _(): @app.cell def _(cached_download, hashlib): - # Download PICMUS Challenge Dataset - # --------------------------------- - # - # The PICMUS challenge contains multiple datasets with multi-angle plane-wave - # transmits. This example uses the resolution dataset, which features: - # - # - **128-element linear array** at 5.2 MHz center frequency - # - **75 plane wave transmits** at angles from -16° to +16° - # - **Point targets and cysts** for resolution and contrast assessment - - print("📂 Downloading PICMUS challenge dataset...") - - # Download the UFF data file (cached locally after first download) + # Download PICMUS Challenge Dataset (runs once, cached) url = "http://www.ustb.no/datasets/PICMUS_experiment_resolution_distortion.uff" uff_path = cached_download( url, @@ -89,195 +87,201 @@ def _(cached_download, hashlib): digest=hashlib.sha256, filename="PICMUS_experiment_resolution_distortion.uff", ) - - print(f"✓ Dataset downloaded to: {uff_path}") - print(f" File size: {uff_path.stat().st_size / 1e6:.1f} MB") return (uff_path,) @app.cell -def _(MM_PER_METER, Uff, np, uff_path): - # Load and Inspect PICMUS Data - # ---------------------------- - # - # UFF files contain structured ultrasound data including channel data (RF signals), - # probe geometry, and scan parameters. Let's examine the PICMUS dataset structure. - - print("\n📋 Loading PICMUS data structure...") - - # Open UFF file and extract components +def _(Uff, np, uff_path): + # Load UFF data structure uff_file = Uff(str(uff_path)) channel_data = uff_file.read("/channel_data") scan = uff_file.read("/scan") - - # Display challenge dataset information - print("\n📊 PICMUS Challenge Dataset:") - print(f" Plane wave transmits: {len(channel_data.sequence)}") - print(f" Array elements: {channel_data.probe.N}") - print(f" Samples per acquisition: {channel_data.data.shape[0]}") - print(f" Frames: {channel_data.data.shape[-1] if channel_data.data.ndim > 3 else 1}") - print(f" Sampling frequency: {channel_data.sampling_frequency / 1e6:.1f} MHz") - print(f" Center frequency: {channel_data.modulation_frequency / 1e6:.1f} MHz") - print(f" Speed of sound: {channel_data.sound_speed} m/s") - - # Display plane wave transmit angles angles_deg = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] - print(f" Plane wave angles: {min(angles_deg):.1f}° to {max(angles_deg):.1f}°") - print(f" Angular step: {np.diff(angles_deg)[0]:.1f}°") - - # Display imaging region - print("\n🎯 Imaging Region:") - print(f" Lateral samples: {scan.x_axis.size}") - print(f" Depth samples: {scan.z_axis.size}") - print(f" Lateral extent: {scan.x_axis.min() * MM_PER_METER:.1f} to {scan.x_axis.max() * MM_PER_METER:.1f} mm") - print(f" Depth extent: {scan.z_axis.min() * MM_PER_METER:.1f} to {scan.z_axis.max() * MM_PER_METER:.1f} mm") return angles_deg, channel_data, scan @app.cell -def _(channel_data, create_beamforming_setup, scan): - # Extract metadata for mach - # ---------------------------------------- - - print("\n🔄 Preparing data for beamforming...") - - # Create beamforming setup for all plane wave angles - beamform_kwargs = create_beamforming_setup( +def _(channel_data, create_beamforming_setup, np, scan): + # Prepare base beamforming parameters + base_kwargs = create_beamforming_setup( channel_data=channel_data, scan=scan, f_number=1.7, ) - - print("📊 Beamforming setup:") - print(f" Sensor data shape: {beamform_kwargs['channel_data'].shape}") - print(" (transmits, elements, samples, frames)") - print(f" Output points: {beamform_kwargs['scan_coords_m'].shape[0]:,}") - print(f" Transmit arrivals shape: {beamform_kwargs['tx_wave_arrivals_s'].shape}") - print(f" F-number: {beamform_kwargs['f_number']}") - - # Extract number of plane-wave transmits - n_transmits = beamform_kwargs["channel_data"].shape[0] - print(f" Beamforming {n_transmits} plane-wave transmits") - return beamform_kwargs, n_transmits + + # Extract dimensions for slider ranges + n_total_transmits = base_kwargs["channel_data"].shape[0] + n_total_channels = base_kwargs["channel_data"].shape[1] + angles_deg_all = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] + + return base_kwargs, n_total_transmits, n_total_channels, angles_deg_all @app.cell -def _(beamform_kwargs, experimental, n_transmits): - # Beamform and compound - # ------------------------------------------- - # - # Now we beamform and compound the data: - # - # 1. **Individual beamforming**: Apply delay-and-sum beamforming to each plane-wave transmit - # 2. **Coherent compounding**: Sum the results to form the final image - # - # Note: The mach.experimental API is subject to change. - - print("\n🚀 Beamforming and compounding...") - - result = experimental.beamform(**beamform_kwargs) - - print("✓ Beamforming and compounding completed!") - print(f" Output shape: {result.shape} (points, frames)") - print(f" Data type: {result.dtype}") - print(f" Coherently compounded {n_transmits} plane-wave transmits") - return (result,) - - -@app.cell -def _(np, result, scan): - # Reshape results - # --------------------------- - # - # The beamformed data needs to be reshaped to the 2D imaging grid. - - print("\n📊 Processing compounded results...") - - # Reshape from flattened points back to 2D imaging grid - grid_shape = (scan.x_axis.size, scan.z_axis.size) - beamformed_image = result.reshape(grid_shape) - - # Extract magnitude for B-mode display (envelope detection) - bmode_image = np.abs(beamformed_image) - - print("✓ Image processing complete") - print(f" Image shape: {bmode_image.shape} (lateral, depth)") - print(f" Dynamic range: {bmode_image.min():.2e} to {bmode_image.max():.2e}") - return (beamformed_image,) +def _(mo, n_total_channels, n_total_transmits): + # Interactive Controls + # -------------------- + # Create sliders for interactive parameter adjustment + + f_number = mo.ui.slider( + start=0.5, + stop=4.0, + value=1.7, + step=0.1, + label="F-number", + show_value=True + ) + + vmin_db = mo.ui.slider( + start=-80, + stop=-10, + value=-40, + step=5, + label="Dynamic Range (dB)", + show_value=True + ) + + channel_range = mo.ui.range_slider( + start=0, + stop=n_total_channels, + value=[0, n_total_channels], + step=1, + label="Channel Range", + show_value=True + ) + + pw_range = mo.ui.range_slider( + start=0, + stop=n_total_transmits, + value=[0, n_total_transmits], + step=1, + label="Plane Wave Range", + show_value=True + ) + + sound_speed = mo.ui.slider( + start=1400, + stop=1600, + value=1540, + step=10, + label="Speed of Sound (m/s)", + show_value=True + ) + + return f_number, vmin_db, channel_range, pw_range, sound_speed @app.cell def _( MM_PER_METER, - angles_deg, - beamformed_image, + angles_deg_all, + base_kwargs, + channel_range, db_zero, - n_transmits, + experimental, + f_number, + mo, + np, plt, + pw_range, scan, + sound_speed, + vmin_db, ): - # Visualize B-Mode - # ----------------------------------------- - - print("\n📊 Visualizing B-mode...") - - # Convert to logarithmic (dB) scale for display + # Interactive Visualization + # ------------------------- + # This cell reactively updates when any slider changes + + # Extract slider values + ch_start, ch_end = channel_range.value + pw_start, pw_end = pw_range.value + + # Slice the data based on user selections + sliced_channel_data = base_kwargs["channel_data"][pw_start:pw_end, ch_start:ch_end, :, :] + sliced_rx_coords = base_kwargs["rx_coords_m"][ch_start:ch_end, :] + sliced_tx_arrivals = base_kwargs["tx_wave_arrivals_s"][pw_start:pw_end, :] + + # Update beamforming kwargs with current slider values + current_kwargs = { + "channel_data": sliced_channel_data, + "rx_coords_m": sliced_rx_coords, + "scan_coords_m": base_kwargs["scan_coords_m"], + "tx_wave_arrivals_s": sliced_tx_arrivals, + "out": None, + "f_number": f_number.value, + "sampling_freq_hz": base_kwargs["sampling_freq_hz"], + "sound_speed_m_s": sound_speed.value, + "modulation_freq_hz": base_kwargs["modulation_freq_hz"], + "rx_start_s": base_kwargs["rx_start_s"], + } + + # Perform beamforming and compounding + result = experimental.beamform(**current_kwargs) + + # Reshape to 2D grid + grid_shape = (scan.x_axis.size, scan.z_axis.size) + beamformed_image = result.reshape(grid_shape) + + # Convert to dB scale bmode_db = db_zero(beamformed_image) - - # Create high-quality visualization - fig, ax = plt.subplots(figsize=(8, 8), dpi=300) - - # Set up coordinate system for proper display + + # Create the plot + fig, ax = plt.subplots(figsize=(8, 8), dpi=150) + extent = [ scan.x_axis.min() * MM_PER_METER, scan.x_axis.max() * MM_PER_METER, scan.z_axis.max() * MM_PER_METER, scan.z_axis.min() * MM_PER_METER, ] - - # Display the compounded image + im = ax.imshow( bmode_db.T, - cmap="gray", # Clinical grayscale colormap - vmin=-40, # 50 dB dynamic range - vmax=0, # Normalized to maximum - extent=extent, # Physical coordinates in mm - aspect="equal", # Preserve spatial relationships - origin="upper", # Depth increases downward (standard) - interpolation="nearest", # Preserve sharp phantom features + cmap="gray", + vmin=vmin_db.value, + vmax=0, + extent=extent, + aspect="equal", + origin="upper", + interpolation="nearest", ) - - # Add comprehensive labeling + + # Get angle range for selected plane waves + selected_angles = angles_deg_all[pw_start:pw_end] + n_pws = pw_end - pw_start + n_chs = ch_end - ch_start + ax.set_title( - f"PICMUS Challenge: Plane Wave Compounding\n" - f"Coherent Compounding of {n_transmits} Plane Wave Angles " - f"({min(angles_deg):.0f}° to {max(angles_deg):.0f}°)", - fontsize=14, + f"PICMUS: {n_pws} Plane Waves ({min(selected_angles):.0f}° to {max(selected_angles):.0f}°), " + f"{n_chs} Channels\n" + f"F-number: {f_number.value:.1f}, SoS: {sound_speed.value} m/s", + fontsize=12, ) - ax.set_xlabel("Lateral Distance [mm]", fontsize=12) - ax.set_ylabel("Depth [mm]", fontsize=12) - - # Add colorbar with proper formatting + ax.set_xlabel("Lateral Distance [mm]", fontsize=11) + ax.set_ylabel("Depth [mm]", fontsize=11) + cbar = plt.colorbar(im, ax=ax, shrink=0.8) - cbar.set_label("Magnitude [dB]", fontsize=12) - cbar.ax.tick_params(labelsize=10) - - # Add subtle grid for better readability + cbar.set_label("Magnitude [dB]", fontsize=11) + ax.grid(True, alpha=0.3, linestyle="--", linewidth=0.5) - return - - -@app.cell -def _(): - # Expected results - # ---------------- - # - # The plane wave compounded image should clearly resolve: - # - # - **Point targets**: Sharp, well-defined spots for lateral/axial resolution measurement - # - **Hyperechoic lesion**: Bright circle to test for geometric distortion - # - **Uniform speckle**: Consistent background texture in tissue-mimicking regions - return + + plt.close(fig) + + # Create control panel + controls = mo.vstack([ + mo.md("### Beamforming Parameters"), + f_number, + sound_speed, + mo.md("### Aperture Selection"), + channel_range, + pw_range, + mo.md("### Display"), + vmin_db, + ]) + + # Display side-by-side layout + layout = mo.hstack([controls, fig], widths=[1, 3]) + layout if __name__ == "__main__": diff --git a/examples/plane_wave_compound.py b/examples/plane_wave_compound.py index cdb5131..c67fc30 100644 --- a/examples/plane_wave_compound.py +++ b/examples/plane_wave_compound.py @@ -192,7 +192,7 @@ im = ax.imshow( bmode_db.T, cmap="gray", # Clinical grayscale colormap - vmin=-40, # 50 dB dynamic range + vmin=-40, # 40 dB dynamic range vmax=0, # Normalized to maximum extent=extent, # Physical coordinates in mm aspect="equal", # Preserve spatial relationships From d72cebac3c04a0e70aca8d7e3436c735f631c51a Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 21:58:14 +0000 Subject: [PATCH 04/12] gitignore marimo --- .gitignore | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/.gitignore b/.gitignore index eaf54e0..a204257 100644 --- a/.gitignore +++ b/.gitignore @@ -8,6 +8,12 @@ build # uv .python-version +# marimo +marimo/_static/ +marimo/_lsp/ +.marimo.toml +__marimo__ + # Vscode .vscode/ *.code-workspace From 9a13cf6666f0cd5558c1571034417a261c05b6b2 Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 21:59:00 +0000 Subject: [PATCH 05/12] plane-wave-compound rename --- .../{plane_wave_compound_marimo.py => plane_wave_compound.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename examples/marimo/{plane_wave_compound_marimo.py => plane_wave_compound.py} (100%) diff --git a/examples/marimo/plane_wave_compound_marimo.py b/examples/marimo/plane_wave_compound.py similarity index 100% rename from examples/marimo/plane_wave_compound_marimo.py rename to examples/marimo/plane_wave_compound.py From 29c7e456d67070f23b5974d2614d477062f7c67d Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 22:11:48 +0000 Subject: [PATCH 06/12] Fix lint --- examples/marimo/plane_wave_compound.py | 118 ++++++++++--------------- 1 file changed, 45 insertions(+), 73 deletions(-) diff --git a/examples/marimo/plane_wave_compound.py b/examples/marimo/plane_wave_compound.py index 06a8d26..6e2342d 100644 --- a/examples/marimo/plane_wave_compound.py +++ b/examples/marimo/plane_wave_compound.py @@ -8,31 +8,30 @@ def _(mo): mo.md(r""" # Interactive Plane Wave Compounding - - This example demonstrates GPU-accelerated plane wave compounding using data from the - [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/) + + This example demonstrates GPU-accelerated plane wave compounding using data from the + [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/) (Plane-wave Imaging Challenge in Medical Ultrasound). - + ## Dataset - + - **128-element linear array** at 5.2 MHz center frequency - **75 plane wave transmits** at angles from -16° to +16° - **Point targets and cysts** for resolution and contrast assessment - + ## Interactive Parameters - - Adjust the sliders on the left to explore how different beamforming parameters + + Adjust the sliders on the left to explore how different beamforming parameters affect image quality: - + - **F-number**: Controls aperture size and focal characteristics - **Speed of Sound**: Adjust for different tissue types - **Channel/Plane Wave Selection**: Sub-aperture beamforming experiments - **Dynamic Range**: Optimize display contrast - + --- - - _Dataset from [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/), - example inspired by [vbeam](https://github.com/magnusdk/vbeam/)_ + + _Dataset from [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/)._ """) return @@ -58,7 +57,9 @@ def _(): try: from pyuff_ustb import Uff except ImportError as err: - raise ImportError("⚠️ pyuff_ustb is required for UFF data loading. Install with: pip install pyuff-ustb") from err + raise ImportError( + "⚠️ pyuff_ustb is required for UFF data loading. Install with: pip install pyuff-ustb" + ) from err # Convenience constants MM_PER_METER = 1000 @@ -108,12 +109,12 @@ def _(channel_data, create_beamforming_setup, np, scan): scan=scan, f_number=1.7, ) - + # Extract dimensions for slider ranges n_total_transmits = base_kwargs["channel_data"].shape[0] n_total_channels = base_kwargs["channel_data"].shape[1] angles_deg_all = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] - + return base_kwargs, n_total_transmits, n_total_channels, angles_deg_all @@ -122,52 +123,23 @@ def _(mo, n_total_channels, n_total_transmits): # Interactive Controls # -------------------- # Create sliders for interactive parameter adjustment - - f_number = mo.ui.slider( - start=0.5, - stop=4.0, - value=1.7, - step=0.1, - label="F-number", - show_value=True - ) - - vmin_db = mo.ui.slider( - start=-80, - stop=-10, - value=-40, - step=5, - label="Dynamic Range (dB)", - show_value=True - ) - + + f_number = mo.ui.slider(start=0.5, stop=4.0, value=1.7, step=0.1, label="F-number", show_value=True) + + vmin_db = mo.ui.slider(start=-80, stop=-10, value=-40, step=5, label="Dynamic Range (dB)", show_value=True) + channel_range = mo.ui.range_slider( - start=0, - stop=n_total_channels, - value=[0, n_total_channels], - step=1, - label="Channel Range", - show_value=True + start=0, stop=n_total_channels, value=[0, n_total_channels], step=1, label="Channel Range", show_value=True ) - + pw_range = mo.ui.range_slider( - start=0, - stop=n_total_transmits, - value=[0, n_total_transmits], - step=1, - label="Plane Wave Range", - show_value=True + start=0, stop=n_total_transmits, value=[0, n_total_transmits], step=1, label="Plane Wave Range", show_value=True ) - + sound_speed = mo.ui.slider( - start=1400, - stop=1600, - value=1540, - step=10, - label="Speed of Sound (m/s)", - show_value=True + start=1400, stop=1600, value=1540, step=10, label="Speed of Sound (m/s)", show_value=True ) - + return f_number, vmin_db, channel_range, pw_range, sound_speed @@ -191,16 +163,16 @@ def _( # Interactive Visualization # ------------------------- # This cell reactively updates when any slider changes - + # Extract slider values ch_start, ch_end = channel_range.value pw_start, pw_end = pw_range.value - + # Slice the data based on user selections sliced_channel_data = base_kwargs["channel_data"][pw_start:pw_end, ch_start:ch_end, :, :] sliced_rx_coords = base_kwargs["rx_coords_m"][ch_start:ch_end, :] sliced_tx_arrivals = base_kwargs["tx_wave_arrivals_s"][pw_start:pw_end, :] - + # Update beamforming kwargs with current slider values current_kwargs = { "channel_data": sliced_channel_data, @@ -214,27 +186,27 @@ def _( "modulation_freq_hz": base_kwargs["modulation_freq_hz"], "rx_start_s": base_kwargs["rx_start_s"], } - + # Perform beamforming and compounding result = experimental.beamform(**current_kwargs) - + # Reshape to 2D grid grid_shape = (scan.x_axis.size, scan.z_axis.size) beamformed_image = result.reshape(grid_shape) - + # Convert to dB scale bmode_db = db_zero(beamformed_image) - + # Create the plot fig, ax = plt.subplots(figsize=(8, 8), dpi=150) - + extent = [ scan.x_axis.min() * MM_PER_METER, scan.x_axis.max() * MM_PER_METER, scan.z_axis.max() * MM_PER_METER, scan.z_axis.min() * MM_PER_METER, ] - + im = ax.imshow( bmode_db.T, cmap="gray", @@ -245,12 +217,12 @@ def _( origin="upper", interpolation="nearest", ) - + # Get angle range for selected plane waves selected_angles = angles_deg_all[pw_start:pw_end] n_pws = pw_end - pw_start n_chs = ch_end - ch_start - + ax.set_title( f"PICMUS: {n_pws} Plane Waves ({min(selected_angles):.0f}° to {max(selected_angles):.0f}°), " f"{n_chs} Channels\n" @@ -259,14 +231,14 @@ def _( ) ax.set_xlabel("Lateral Distance [mm]", fontsize=11) ax.set_ylabel("Depth [mm]", fontsize=11) - + cbar = plt.colorbar(im, ax=ax, shrink=0.8) cbar.set_label("Magnitude [dB]", fontsize=11) - + ax.grid(True, alpha=0.3, linestyle="--", linewidth=0.5) - + plt.close(fig) - + # Create control panel controls = mo.vstack([ mo.md("### Beamforming Parameters"), @@ -278,10 +250,10 @@ def _( mo.md("### Display"), vmin_db, ]) - + # Display side-by-side layout layout = mo.hstack([controls, fig], widths=[1, 3]) - layout + layout # noqa: B018 if __name__ == "__main__": From c0e1a0ce8dc385abf78547648db498ed75e00d0b Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 22:15:41 +0000 Subject: [PATCH 07/12] Add README --- examples/marimo/README.md | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 examples/marimo/README.md diff --git a/examples/marimo/README.md b/examples/marimo/README.md new file mode 100644 index 0000000..4fdcb13 --- /dev/null +++ b/examples/marimo/README.md @@ -0,0 +1,11 @@ +## marimo example + +This folder contains interactive examples that can be run with [marimo](https://docs.marimo.io/), an open-source reactive Python notebook. + +For example, you can run with: +```bash +# cd mach +uv run marimo run examples/marimo/plane_wave_compound.py +``` + +And then open up the associated web-browser to adjust beamforming parameters. From ddc6e90f070233e0043f074b4af97cf617e915b1 Mon Sep 17 00:00:00 2001 From: Charles Guan <3221512+charlesbmi@users.noreply.github.com> Date: Fri, 12 Dec 2025 22:27:20 +0000 Subject: [PATCH 08/12] More excludes and marimo stuff --- Makefile | 2 ++ examples/marimo/README.md | 2 ++ examples/marimo/plane_wave_compound.py | 23 +++++++++-------------- pyproject.toml | 2 ++ uv.lock | 2 ++ 5 files changed, 17 insertions(+), 14 deletions(-) diff --git a/Makefile b/Makefile index 13558bd..1acb981 100644 --- a/Makefile +++ b/Makefile @@ -62,6 +62,8 @@ check: ## Checks the code @uv run ty check src @echo "🚀 Checking for obsolete dependencies: Running deptry" @uv run deptry . + @echo "🚀 Checking marimo notebooks" + @uv run marimo check examples/marimo .PHONY: test test: ## Runs Python tests diff --git a/examples/marimo/README.md b/examples/marimo/README.md index 4fdcb13..b57b786 100644 --- a/examples/marimo/README.md +++ b/examples/marimo/README.md @@ -9,3 +9,5 @@ uv run marimo run examples/marimo/plane_wave_compound.py ``` And then open up the associated web-browser to adjust beamforming parameters. + +![Beamforming parameters UI](../../assets/marimo_parameters.png) diff --git a/examples/marimo/plane_wave_compound.py b/examples/marimo/plane_wave_compound.py index 6e2342d..9a7a2ef 100644 --- a/examples/marimo/plane_wave_compound.py +++ b/examples/marimo/plane_wave_compound.py @@ -30,8 +30,6 @@ def _(mo): - **Dynamic Range**: Optimize display contrast --- - - _Dataset from [PICMUS challenge](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/)._ """) return @@ -97,8 +95,7 @@ def _(Uff, np, uff_path): uff_file = Uff(str(uff_path)) channel_data = uff_file.read("/channel_data") scan = uff_file.read("/scan") - angles_deg = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] - return angles_deg, channel_data, scan + return channel_data, scan @app.cell @@ -114,8 +111,7 @@ def _(channel_data, create_beamforming_setup, np, scan): n_total_transmits = base_kwargs["channel_data"].shape[0] n_total_channels = base_kwargs["channel_data"].shape[1] angles_deg_all = [np.rad2deg(wave.source.azimuth) for wave in channel_data.sequence] - - return base_kwargs, n_total_transmits, n_total_channels, angles_deg_all + return angles_deg_all, base_kwargs, n_total_channels, n_total_transmits @app.cell @@ -139,8 +135,7 @@ def _(mo, n_total_channels, n_total_transmits): sound_speed = mo.ui.slider( start=1400, stop=1600, value=1540, step=10, label="Speed of Sound (m/s)", show_value=True ) - - return f_number, vmin_db, channel_range, pw_range, sound_speed + return channel_range, f_number, pw_range, sound_speed, vmin_db @app.cell @@ -153,7 +148,6 @@ def _( experimental, f_number, mo, - np, plt, pw_range, scan, @@ -241,19 +235,20 @@ def _( # Create control panel controls = mo.vstack([ - mo.md("### Beamforming Parameters"), - f_number, + mo.md("### Parameters"), sound_speed, - mo.md("### Aperture Selection"), - channel_range, pw_range, + mo.md("### Receive Aperture"), + channel_range, + f_number, mo.md("### Display"), vmin_db, ]) # Display side-by-side layout layout = mo.hstack([controls, fig], widths=[1, 3]) - layout # noqa: B018 + layout + return if __name__ == "__main__": diff --git a/pyproject.toml b/pyproject.toml index 23df917..3638203 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -117,6 +117,7 @@ compare = [ ] docs = [ "ipykernel>=6.10", + "marimo>=0.18.4", "matplotlib>=3.9.4", "myst-parser>=3.0.1", "numpydoc>=1.5.0", @@ -152,6 +153,7 @@ wheel.packages = ["src/mach"] target-version = "py310" line-length = 120 fix = true +exclude = ["examples/marimo/*"] [tool.ruff.lint] select = [ diff --git a/uv.lock b/uv.lock index e4b1365..17efdcb 100644 --- a/uv.lock +++ b/uv.lock @@ -1626,6 +1626,7 @@ dev = [ ] docs = [ { name = "ipykernel" }, + { name = "marimo" }, { name = "matplotlib" }, { name = "myst-parser" }, { name = "numpy" }, @@ -1720,6 +1721,7 @@ dev = [ ] docs = [ { name = "ipykernel", specifier = ">=6.10" }, + { name = 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z8&!WqjYN#jHB9(L&NmtZ-cI#~o5BfIri;Si{tU_tn9R~}H)vA(4l0y<&S{Jmw_8Ee z({TcYN>eR0j(?^_H8nPZ|G*kw0bq)dr~o7BRxAuWmkWBDLUWkQYmWJRDxRJ2F~%3i z*q77ok6lx&aJ^*uG6Odf+MR=V?2L<{(;;OdJbtE|*6Yz=S{225$Qxf158W%gvJurS zojuuP5&op6X0%h+59#|!vWN46DJs;Oz9D#ORCvQcxM=&nu0w7~qpqUbj^C9H&QosE zfkKFb&xQtEoI)4ns8L_Q14CjswB*e4Uq<2SA(VHq6o~Eet%@Jv%~xuOa$ybS=ZxV1 zCbWc<&8m8L8SOt;Q^L*+9kO{h+k_5RSU-uT2Gsn#*aXs$?BG3*fb4V@ynv(>fR~em zAYMWN1FBPw5Qb2`v%(9zj1FZ7Yw=basVymqVe&h~eGowAHajjZVLQ3MUodceY(K3o zaqBsLlIYhy{jkDftqTQosQm^$|T5XzC8_^=M$Ni;8q%$`-dF+Zu}B+#W4HBRRa zY?~mQd;kgsTd2ge+vcBq)m9&j#CEERPpG2$+M@vy4+UwUtp$LxNyT_`vTe_3s)~=e zJqqb~cuESz39*+B_uDUA=y%?W9(tNNjm_0G_$*U_mMRGWs-Bhm)Bk)!f_$;8@NIiW z_uv^^EJf`P#_*NL(vOns&@3<*kpbJQn>(yk>q Date: Fri, 12 Dec 2025 22:49:39 +0000 Subject: [PATCH 10/12] Add Doppler example and fix some linting --- examples/marimo/README.md | 7 +- examples/marimo/doppler.py | 291 +++++++++++++++++++++++++ examples/marimo/plane_wave_compound.py | 10 +- 3 files changed, 306 insertions(+), 2 deletions(-) create mode 100644 examples/marimo/doppler.py diff --git a/examples/marimo/README.md b/examples/marimo/README.md index b57b786..89d2284 100644 --- a/examples/marimo/README.md +++ b/examples/marimo/README.md @@ -1,3 +1,8 @@ +--- +title: Readme +marimo-version: 0.18.4 +--- + ## marimo example This folder contains interactive examples that can be run with [marimo](https://docs.marimo.io/), an open-source reactive Python notebook. @@ -10,4 +15,4 @@ uv run marimo run examples/marimo/plane_wave_compound.py And then open up the associated web-browser to adjust beamforming parameters. -![Beamforming parameters UI](../../assets/marimo_parameters.png) +![Beamforming parameters UI](../../assets/marimo_parameters.png) \ No newline at end of file diff --git a/examples/marimo/doppler.py b/examples/marimo/doppler.py new file mode 100644 index 0000000..2fa43b7 --- /dev/null +++ b/examples/marimo/doppler.py @@ -0,0 +1,291 @@ +# /// script +# requires-python = ">=3.13" +# dependencies = [ +# "marimo", +# "pyzmq", +# ] +# /// + +import marimo + +__generated_with = "0.18.4" +app = marimo.App() + + +@app.cell +def _(mo): + mo.md(r""" + # Interactive Power Doppler Imaging + + This example demonstrates GPU-accelerated power Doppler beamforming using a rotating disk + phantom dataset from [PyMUST](https://www.biomecardio.com/MUST/index.html). + + ## Dataset + + - **128-element linear array** at 5 MHz center frequency + - **32 temporal frames** at 10 kHz PRF + - **Rotating disk phantom** creating controlled Doppler shifts + + ## Interactive Parameters + + Adjust the sliders on the left to explore how different parameters affect power Doppler imaging: + + - **F-number**: Controls aperture size and focal characteristics + - **Speed of Sound**: Adjust for different tissue types + - **Tukey Alpha**: Apodization window control + - **Channel Selection**: Sub-aperture experiments + - **Frame Selection**: Temporal window for Doppler analysis + - **Dynamic Range**: Optimize display contrast + + --- + """) + return + + +@app.cell +def _(): + # Import Required Libraries + + import marimo as mo + import matplotlib.pyplot as plt + import numpy as np + from einops import rearrange + + # Import mach modules + from mach import wavefront + from mach._vis import db_zero + from mach.io.must import ( + download_pymust_doppler_data, + extract_pymust_params, + linear_probe_positions, + scan_grid, + ) + from mach.kernel import beamform + + # Check for PyMUST dependency + try: + import pymust + except ImportError as err: + raise ImportError("⚠️ PyMUST is currently required for RF-to-IQ demodulation.") from err + + # Convenience constant + MM_PER_METER = 1000 + return ( + MM_PER_METER, + beamform, + db_zero, + download_pymust_doppler_data, + extract_pymust_params, + linear_probe_positions, + mo, + np, + plt, + pymust, + rearrange, + scan_grid, + wavefront, + ) + + +@app.cell +def _(download_pymust_doppler_data, extract_pymust_params): + # Load PyMUST data (cached after first download) + mat_data = download_pymust_doppler_data() + params = extract_pymust_params(mat_data) + return mat_data, params + + +@app.cell +def _(mat_data, params, pymust): + # Convert RF to IQ format + rf_data = mat_data["RF"].astype(float) + iq_data = pymust.rf2iq(rf_data, params) + return (iq_data,) + + +@app.cell +def _(linear_probe_positions, np, params, scan_grid): + # Set up imaging geometry + element_positions = linear_probe_positions(params["Nelements"], params["pitch"]) + + # Create 2D imaging grid (±12.5 mm lateral, 10-35 mm depth) + x = np.linspace(-12.5e-3, 12.5e-3, num=251, endpoint=True) + y = np.array([0.0]) + z = np.linspace(10e-3, 35e-3, num=251, endpoint=True) + grid_points = scan_grid(x, y, z) + return element_positions, grid_points, x, z + + +@app.cell +def _(grid_points, np, params, wavefront): + # Compute transmit delays for 0° plane wave + wavefront_arrivals_s = ( + wavefront.plane( + origin_m=np.array([0, 0, 0]), + points_m=grid_points, + direction=np.array([0, 0, 1]), + ) + / params["c"] + ) + return (wavefront_arrivals_s,) + + +@app.cell +def _(iq_data, np, rearrange): + # Prepare data and extract dimensions + iq_data_reordered = np.ascontiguousarray( + rearrange(iq_data, "samples elements frames -> elements samples frames"), dtype=np.complex64 + ) + + # Extract dimensions for slider ranges + n_total_channels = iq_data_reordered.shape[0] + n_total_frames = iq_data_reordered.shape[2] + return iq_data_reordered, n_total_channels, n_total_frames + + +@app.cell +def _(mo, n_total_channels, n_total_frames): + # Interactive Controls + # -------------------- + # Create sliders for interactive parameter adjustment + + f_number = mo.ui.slider(start=0.5, stop=4.0, value=1.7, step=0.1, label="F-number", show_value=True) + + sound_speed = mo.ui.slider( + start=1400, stop=1600, value=1540, step=10, label="Speed of Sound (m/s)", show_value=True + ) + + tukey_alpha = mo.ui.slider( + start=0.0, stop=1.0, value=0.0, step=0.1, label="Tukey Alpha", show_value=True + ) + + channel_range = mo.ui.range_slider( + start=0, stop=n_total_channels, value=[0, n_total_channels], step=1, label="Channel Range", show_value=True + ) + + frame_range = mo.ui.range_slider( + start=0, stop=n_total_frames, value=[0, n_total_frames], step=1, label="Frame Range", show_value=True + ) + + vmin_db = mo.ui.slider(start=-80, stop=-10, value=-40, step=5, label="Dynamic Range (dB)", show_value=True) + return ( + channel_range, + f_number, + frame_range, + sound_speed, + tukey_alpha, + vmin_db, + ) + + +@app.cell +def _( + MM_PER_METER, + beamform, + channel_range, + db_zero, + element_positions, + f_number, + frame_range, + grid_points, + iq_data_reordered, + mo, + np, + params, + plt, + sound_speed, + tukey_alpha, + vmin_db, + wavefront_arrivals_s, + x, + z, +): + # Interactive Visualization + # ------------------------- + # This cell reactively updates when any slider changes + + # Extract slider values + ch_start, ch_end = channel_range.value + fr_start, fr_end = frame_range.value + + # Slice data by channel and frame selection + sliced_iq_data = iq_data_reordered[ch_start:ch_end, :, fr_start:fr_end] + sliced_rx_coords = element_positions[ch_start:ch_end, :] + + # Beamform with current parameters + result = beamform( + channel_data=sliced_iq_data, + rx_coords_m=sliced_rx_coords, + scan_coords_m=grid_points, + tx_wave_arrivals_s=wavefront_arrivals_s, + f_number=f_number.value, + rx_start_s=float(params["t0"]), + sampling_freq_hz=float(params["fs"]), + sound_speed_m_s=sound_speed.value, + modulation_freq_hz=float(params["fc"]), + tukey_alpha=tukey_alpha.value, + ) + + # Compute power Doppler from selected frames + power_doppler = np.square(np.abs(result)).sum(axis=-1) + power_doppler_2d = power_doppler.reshape(len(x), len(z)) + power_doppler_db = db_zero(power_doppler_2d) + + # Create the plot + fig, ax = plt.subplots(figsize=(8, 8), dpi=150) + + extent = [ + x.min() * MM_PER_METER, + x.max() * MM_PER_METER, + z.max() * MM_PER_METER, + z.min() * MM_PER_METER, + ] + + im = ax.imshow( + power_doppler_db.T, + cmap="hot", + vmax=0, + vmin=vmin_db.value, + extent=extent, + aspect="equal", + origin="upper", + ) + + n_chs = ch_end - ch_start + n_frs = fr_end - fr_start + + ax.set_title( + f"Power Doppler: {n_chs} Channels, {n_frs} Frames\n" + f"F-number: {f_number.value:.1f}, SoS: {sound_speed.value} m/s, Tukey α: {tukey_alpha.value:.1f}", + fontsize=12, + ) + ax.set_xlabel("Lateral [mm]", fontsize=11) + ax.set_ylabel("Depth [mm]", fontsize=11) + + cbar = plt.colorbar(im, ax=ax, shrink=0.8) + cbar.set_label("Magnitude [dB]", fontsize=11) + + plt.close(fig) + + # Create control panel + controls = mo.vstack([ + mo.md("### Parameters"), + sound_speed, + tukey_alpha, + mo.md("### Receive Aperture"), + channel_range, + f_number, + mo.md("### Temporal Selection"), + frame_range, + mo.md("### Display"), + vmin_db, + ]) + + # Display side-by-side layout + layout = mo.hstack([controls, fig], widths=[1, 3]) + layout + return + + +if __name__ == "__main__": + app.run() diff --git a/examples/marimo/plane_wave_compound.py b/examples/marimo/plane_wave_compound.py index 9a7a2ef..a65288a 100644 --- a/examples/marimo/plane_wave_compound.py +++ b/examples/marimo/plane_wave_compound.py @@ -1,3 +1,11 @@ +# /// script +# requires-python = ">=3.13" +# dependencies = [ +# "marimo", +# "pyzmq", +# ] +# /// + import marimo __generated_with = "0.18.4" @@ -90,7 +98,7 @@ def _(cached_download, hashlib): @app.cell -def _(Uff, np, uff_path): +def _(Uff, uff_path): # Load UFF data structure uff_file = Uff(str(uff_path)) channel_data = uff_file.read("/channel_data") From 73bae8c9551ed9662c8e28bcc7f8c4154a624b15 Mon Sep 17 00:00:00 2001 From: Charles Date: Sat, 13 Dec 2025 18:02:58 +0000 Subject: [PATCH 11/12] Fix trailing whitespace --- examples/marimo/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/marimo/README.md b/examples/marimo/README.md index 89d2284..b490043 100644 --- a/examples/marimo/README.md +++ b/examples/marimo/README.md @@ -15,4 +15,4 @@ uv run marimo run examples/marimo/plane_wave_compound.py And then open up the associated web-browser to adjust beamforming parameters. -![Beamforming parameters UI](../../assets/marimo_parameters.png) \ No newline at end of file +![Beamforming parameters UI](../../assets/marimo_parameters.png) From 79ef2706bd8dbc86988de84a558aeb65ac053eac Mon Sep 17 00:00:00 2001 From: Charles Date: Sat, 13 Dec 2025 18:27:46 +0000 Subject: [PATCH 12/12] Make some updates --- BENCHMARKS.md | 1 + Makefile | 2 +- {examples/marimo => marimo}/README.md | 2 +- {examples/marimo => marimo}/doppler.py | 0 {examples/marimo => marimo}/plane_wave_compound.py | 0 pyproject.toml | 2 +- 6 files changed, 4 insertions(+), 3 deletions(-) rename {examples/marimo => marimo}/README.md (87%) rename {examples/marimo => marimo}/doppler.py (100%) rename {examples/marimo => marimo}/plane_wave_compound.py (100%) diff --git a/BENCHMARKS.md b/BENCHMARKS.md index 90077f5..e4e5a1c 100644 --- a/BENCHMARKS.md +++ b/BENCHMARKS.md @@ -115,6 +115,7 @@ Anecdotally, kernel-duration seems to hit a pareto-optimum at >70% memory+comput ## Scaling Performance +(computational-complexity)= ### Computational Complexity The beamforming algorithm scales as: diff --git a/Makefile b/Makefile index 1acb981..e86ad95 100644 --- a/Makefile +++ b/Makefile @@ -63,7 +63,7 @@ check: ## Checks the code @echo "🚀 Checking for obsolete dependencies: Running deptry" @uv run deptry . @echo "🚀 Checking marimo notebooks" - @uv run marimo check examples/marimo + @uv run marimo check marimo .PHONY: test test: ## Runs Python tests diff --git a/examples/marimo/README.md b/marimo/README.md similarity index 87% rename from examples/marimo/README.md rename to marimo/README.md index b490043..7b71645 100644 --- a/examples/marimo/README.md +++ b/marimo/README.md @@ -10,7 +10,7 @@ This folder contains interactive examples that can be run with [marimo](https:// For example, you can run with: ```bash # cd mach -uv run marimo run examples/marimo/plane_wave_compound.py +uv run marimo run marimo/plane_wave_compound.py ``` And then open up the associated web-browser to adjust beamforming parameters. diff --git a/examples/marimo/doppler.py b/marimo/doppler.py similarity index 100% rename from examples/marimo/doppler.py rename to marimo/doppler.py diff --git a/examples/marimo/plane_wave_compound.py b/marimo/plane_wave_compound.py similarity index 100% rename from examples/marimo/plane_wave_compound.py rename to marimo/plane_wave_compound.py diff --git a/pyproject.toml b/pyproject.toml index 3638203..5c98afd 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -153,7 +153,7 @@ wheel.packages = ["src/mach"] target-version = "py310" line-length = 120 fix = true -exclude = ["examples/marimo/*"] +exclude = ["marimo/*"] [tool.ruff.lint] select = [