{ "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": "markdown", "metadata": {}, "source": [ "‼️ **Important:** This notebook is optimized for **GPU/TPU**. Code execution on a **CPU** may be very slow.\n", "\n", "If you are running in Colab, please enable a hardware accelerator via:\n", "\n", "**Runtime → Change runtime type → Hardware accelerator → GPU/TPU** 🚀." ] }, { "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" ] } ], "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", " EnvelopeDetect,\n", " Normalize,\n", " LogCompress,\n", " Beamform,\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": "f83837a73607496e9cf8b0163f4e3c9f", "version_major": 2, "version_minor": 0 }, "text/plain": [ "database/experiments/contrast_speckle/co(…): 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", " enable_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": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[33mDEBUG\u001b[0m [zea.Pipeline] The following input keys are not used by the pipeline: {'center_frequency', 'zlims', 'xlims'}. Make sure this is intended. This warning will only be shown once.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pipeline = Pipeline(\n", " operations=[\n", " Beamform(\n", " beamformer=\"das\",\n", " enable_pfield=False,\n", " num_patches=100,\n", " ),\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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", 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" ] }, "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": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Caching is globally disabled for compute_pfield.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Computing pressure field for all transmits\n", "\u001b[1m3/3\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 28ms/transmits\n" ] }, { "data": { "image/png": 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", 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" ] }, "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 }