{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Working with `zea.Pipeline`\n", "In this notebook, we will explore how to use the [``zea.Pipeline``](../pipeline.rst) class to create a pipeline for processing data.\n", "\n", "Optionally: First we will set the Keras backend to JAX (can be any of the backends supported by Keras), and set internal zea caching to False, to always run from scratch." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tue-bmd/zea/blob/main/docs/source/notebooks/pipeline/zea_pipeline_example.ipynb)\n", " \n", "[![View on GitHub](https://img.shields.io/badge/GitHub-View%20Source-blue?logo=github)](https://github.com/tue-bmd/zea/blob/main/docs/source/notebooks/pipeline/zea_pipeline_example.ipynb)\n", " \n", "[![Hugging Face dataset](https://img.shields.io/badge/Hugging%20Face-Dataset-yellow?logo=huggingface)](https://huggingface.co/datasets/zeahub/picmus)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [ "parameters" ] }, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"\n", "os.environ[\"ZEA_DISABLE_CACHE\"] = \"1\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll import all necessary libraries and modules, including the `zea.Pipeline` class, and all necessary `zea.ops` for our pipeline." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n", "E0000 00:00:1751985771.944573 1442493 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n", "E0000 00:00:1751985771.954149 1442493 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", "W0000 00:00:1751985771.977579 1442493 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1751985771.977614 1442493 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1751985771.977616 1442493 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1751985771.977618 1442493 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "from zea import init_device\n", "from zea.data import load_file\n", "from zea.display import to_8bit\n", "from zea.ops import (\n", " Pipeline,\n", " PatchedGrid,\n", " EnvelopeDetect,\n", " Normalize,\n", " LogCompress,\n", " TOFCorrection,\n", " DelayAndSum,\n", ")\n", "from zea.visualize import set_mpl_style" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will work with the GPU if available, and initialize using `init_device` to pick the best available device. Also, (optionally), we will set the matplotlib style for plotting." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since we'll be plotting the resulting image quite a few time, let's make helper function for displaying the B-mode." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def plot_data(data, dynamic_range, scan):\n", " \"\"\"Helper function to plot the data.\"\"\"\n", " image = to_8bit(data, dynamic_range=dynamic_range)\n", " plt.figure()\n", " # Convert xlims and zlims from meters to millimeters for display\n", " xlims_mm = [v * 1e3 for v in scan.xlims]\n", " zlims_mm = [v * 1e3 for v in scan.zlims]\n", " plt.imshow(image, cmap=\"gray\", extent=[xlims_mm[0], xlims_mm[1], zlims_mm[1], zlims_mm[0]])\n", " plt.xlabel(\"X (mm)\")\n", " plt.ylabel(\"Z (mm)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading data\n", "To start, we will load some data from the [PICMUS](https://www.creatis.insa-lyon.fr/Challenge/IEEE_IUS_2016/home) dataset, which we converted to zea format and is stored for convenience on the [Hugging Face Hub](https://huggingface.co/zeahub). You could also easily load your own data in zea format, using a local path instead of the HF URL.\n", "\n", "For more ways and information to load data, please see the [Data documentation](../../data-acquisition.rst) or the data loading example notebook [here](../data/zea_data_example.ipynb).\n", "\n", "Note that all acquisition parameters are also stored in the zea data format, such that when we load the data we can also construct `zea.Probe` and `zea.Scan` objects, that will be usefull later on in the pipeline." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "e4f4b1ceea604c5b9ad51ef92eb572bc", "version_major": 2, "version_minor": 0 }, "text/plain": [ "contrast_speckle_expe_dataset_iq.hdf5: 0%| | 0.00/64.0M [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pipeline = Pipeline.from_default(\n", " num_patches=100,\n", " baseband=True,\n", " pfield=False,\n", " with_batch_dim=False,\n", " jit_options=\"pipeline\",\n", ")\n", "\n", "parameters = pipeline.prepare_parameters(probe, scan)\n", "parameters.pop(\"dynamic_range\", None) # remove dynamic_range since we will set it manually later\n", "\n", "inputs = {pipeline.key: data_frame}\n", "\n", "# dynamic parameters can be freely passed here as keyword arguments\n", "outputs = pipeline(**inputs, **parameters)\n", "\n", "image = outputs[pipeline.output_key]\n", "\n", "plot_data(image, dynamic_range, scan)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's construct a custom pipeline to process the data. We will use the `zea.Pipeline` class and pass a list of operations to it. The operations will be executed in the order they are provided, and the output of each operation will be passed as input to the next operation as a dictionary. You can specify the input and output key for each operation, which for will be assumed to be `data` by default. This also allows you to create complex branched pipelines, but we will keep it simple for now. Note that pipelines can also be nested, which we will do for the beamforming stage. This allows us to use the `zea.ops.PatchedGrid` pipeline to wrap the beamforming operations, resulting in a more memory efficient pipeline." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pipeline = Pipeline(\n", " operations=[\n", " PatchedGrid(operations=[TOFCorrection(), DelayAndSum()], num_patches=100),\n", " EnvelopeDetect(),\n", " Normalize(),\n", " LogCompress(),\n", " ],\n", " with_batch_dim=False,\n", " jit_options=\"pipeline\",\n", ")\n", "\n", "outputs = pipeline(**inputs, **parameters, dynamic_range=(-50, 0))\n", "\n", "image = outputs[pipeline.output_key]\n", "\n", "plot_data(image, dynamic_range, scan)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's say we want to change a parameter with an existing pipeline. Since the pipeline is stateless, we can simply pass all the existing parameters, as well as the updated parameter, to the pipeline. This should also be fast, since the pipeline is already ([JIT](https://docs.jax.dev/en/latest/jit-compilation.html)) compiled." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dynamic_range = (-30, 0)\n", "\n", "outputs = pipeline(**inputs, **parameters, dynamic_range=dynamic_range)\n", "\n", "image = outputs[pipeline.output_key]\n", "\n", "plot_data(image, dynamic_range, scan)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also do a bit more complex stuff. Let's see how to change the number of transmits for reconstruction. We can set the number of transmits in the `zea.Scan` class, which will automatically also update internal parameters of the scan. Then we have to prepare the parameters again to convert them to a dictionary of tensors. Finally, we can pass the updated parameters to the pipeline and run it again." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "dynamic_range = (-50, 0)\n", "scan.set_transmits(3)\n", "parameters = pipeline.prepare_parameters(probe, scan)\n", "\n", "data_11_transmits = data[0][scan.selected_transmits]\n", "\n", "inputs = {pipeline.key: data_11_transmits}\n", "\n", "outputs = pipeline(**inputs, **parameters)\n", "\n", "image = outputs[pipeline.output_key]\n", "\n", "plot_data(image, dynamic_range, scan)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 2 }