{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": "## Building data pipelines with the ImFusion Python SDK" }, { "cell_type": "markdown", "metadata": {}, "source": [ "The imfusion.machinelearning.Dataset class offers a high-level API for constructing a data loading and processing pipeline.\n", "After specifying the file specification upon instantiation, the pipeline can be customized using a set of decorator methods.\n", "Each such method adds a modular processing step to the pipeline. It also returns a reference to `self` so the entire pipeline can be conveniently specified using method chaining. " ] }, { "metadata": {}, "cell_type": "code", "outputs": [], "execution_count": null, "source": [ "import _engine_plugin_guard\n", "\n", "import imfusion\n", "import imfusion.machinelearning as ml\n", "from pathlib import Path\n", "\n", "from demo_utils import mpr_plot, unzip_folder\n", "\n", "unzipped_folder = unzip_folder('data/pet-ct-rtstruct.zip')" ] }, { "metadata": {}, "cell_type": "code", "outputs": [], "execution_count": null, "source": [ "# The data we are going to use for this example\n", "ct_file = Path('data/pet-ct-rtstruct/ct.imf').absolute().as_posix()\n", "target_file = Path('data/pet-ct-rtstruct/bones.imf').absolute().as_posix()" ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:20.817742Z", "start_time": "2025-03-05T14:13:20.316169Z" } }, "cell_type": "code", "source": [ "# Loading the images just so we can visualize them here\n", "# This has no relevance to the pipeline that we will construct below\n", "mpr_plot(\n", " imfusion.load(ct_file)[0][0],\n", "\tlabels=imfusion.load(target_file)[0][0],\n", " vmin=-500,\n", " vmax=1000,\n", " label_alpha=0.2\n", ")\n" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "execution_count": 3 }, { "metadata": {}, "cell_type": "markdown", "source": [ "The class representing our data-loading pipeline is [imfusion.machinelearning.Dataset](https://docs.imfusion.com/python/reference.html#imfusion.machinelearning.Dataset).\n", "We can construct an instance by giving it a specification that details how to load data from disk.\n", "Afterward, we can attach additional processing using its methods. These also permit method-chaining.\n", "Among them, [preprocess](https://docs.imfusion.com/python/reference.html#imfusion.machinelearning.Dataset.preprocess) allows to leverage [Operations](https://docs.imfusion.com/python/ml_op_bindings.html) to apply all kinds of transformations on the data." ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:20.831908Z", "start_time": "2025-03-05T14:13:20.827495Z" } }, "cell_type": "code", "source": [ "# Since each file may contain multiple images we have to specify a mapping in our file loading specification\n", "# Each mapping takes the form -> \n", "ct_loading_spec = ({0: 'images'}, [ct_file])\n", "target_loading_spec = ({0: 'target'}, [target_file])\n", "\n", "# We construct the dataset by passing it a list of file loading specifications\n", "# Optionally, we can also enable additional logging by setting verbose=True\n", "dataset = ml.Dataset([ct_loading_spec, target_loading_spec], verbose=True)\n", "\n", "# Now we can build the pipeline using method chaining\n", "dataset = (\n", "\tdataset\n", "\t.preprocess([\t# applies some deterministic processing to every loaded item\n", "\t\tml.MarkAsTargetOperation(apply_to=[\"target\"]),\n", "\t\tml.MakeFloatOperation(),\n", "\t\tml.NormalizePercentileOperation(min_percentile=0.01, max_percentile=0.99),\n", "\t\tml.ResampleOperation(resolution=[3]*3, preserve_extent=True),\n", "\t])\n", "\t.memory_cache() # caches preprocessed items in memory, so we don't need to repeat the steps before\n", "\t.repeat(1_000)\t# repeats the entire pipeline (we use it here since we are working with only one sample)\n", "\t.preprocess([\t# add some non-deterministic augmentation, by default all are applied but this can be tuned with the `probability` kw-argument\n", "\t\tml.RandomRotationOperation(angles_range=[10,10,10]),\n", "\t\tml.RandomGammaCorrectionOperation(random_range=0.2),\n", "\t\tml.BakeTransformationOperation(),\n", "\t])\n", "\t.sample(\t\t# samples a region of interest from the item\n", "\t\tsamplers=[ # we can specify multiple sampling strategies which will be chosen at random\n", " ml.RandomROISampler(roi_size=[128]*3),\t# this samples a random 128³ sub-region\n", " \tml.LabelROISampler(roi_size=[128]*3, labels_values=[1], sample_boundaries_only=True)\t# similar to RandomROISampler but ensures that the target is visible\n", " ],\n", " weights=[1, 2] # specifies the weights for the random choice of the sampling strategy\n", "\t) \n", "\t.batch(2)\t\t# batches inputs in pairs\n", ")" ], "outputs": [], "execution_count": 4 }, { "metadata": {}, "cell_type": "markdown", "source": [ "Now that we have created the pipeline we can get items from it using `iter` / `next` (or `for`-loops which use those implicitly)\n", "The output of the pipeline is always a [DataItem](https://docs.imfusion.com/python/reference.html#imfusion.machinelearning.DataItem), which is a mapping from a string identifier to a piece of processed data." ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.070504Z", "start_time": "2025-03-05T14:13:20.884941Z" } }, "cell_type": "code", "source": [ "imfusion.set_log_level(2)\n", "sample = next(dataset)\n", "sample" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ML.FileReader] Loading /data/imfusion/public-python-demos/imfusion_sdk/data/pet-ct-rtstruct/ct.imf\n", "[ML.FileReader] Loading /data/imfusion/public-python-demos/imfusion_sdk/data/pet-ct-rtstruct/bones.imf\n", "[ML.FileReader] next() executed in 19.507 ms\n", "[ML.OperationsSequence] MarkAsTargetOperation executed in 0.003 ms\n", "[ML.OperationsSequence] MakeFloatOperation executed in 8.513 ms\n", "[ML.OperationsSequence] NormalizePercentileOperation executed in 8.895 ms\n", "[ML.OperationsSequence] ResampleOperation executed in 0.963 ms\n", "[ML.CacheDataLoader] next() executed in 37.858 ms\n", "[ML.RepeatDataLoader] next() executed in 75.816 ms\n", "[ML.OperationsSequence] RandomRotationOperation executed in 0.080 ms\n", "[ML.OperationsSequence] RandomGammaCorrectionOperation executed in 2.194 ms\n", "[ML.OperationsSequence] BakeTransformationOperation executed in 4.297 ms\n", "[ML.MapDataLoader] next() executed in 34.662 ms\n", "[ML.CacheDataLoader] next() executed in 7.678 ms\n", "[ML.CacheDataLoader] next() executed in 0.015 ms\n", "[ML.RepeatDataLoader] next() executed in 0.002 ms\n", "[ML.OperationsSequence] RandomRotationOperation executed in 0.079 ms\n", "[ML.OperationsSequence] RandomGammaCorrectionOperation executed in 16.339 ms\n", "[ML.OperationsSequence] BakeTransformationOperation executed in 7.795 ms\n", "[ML.MapDataLoader] next() executed in 31.064 ms\n", "[ML.BatchDataLoader] next() executed in 0.287 ms\n", "[ML.Dataset] next() executed in 180.417 ms\n" ] }, { "data": { "text/plain": [ "imfusion.machinelearning.DataItem({images: imfusion.machinelearning.ImageElement(imfusion.SharedImageSet(size: 2, [\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.95408x2.97105x2.956 mm),\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.95996x2.96202x2.9715 mm)\n", "])), target: imfusion.machinelearning.ImageElement(imfusion.SharedImageSet(size: 2, [\n", " imfusion.SharedImage(UBYTE width: 128 height: 128 slices: 128 spacing: 2.95408x2.97105x2.956 mm),\n", " imfusion.SharedImage(UBYTE width: 128 height: 128 slices: 128 spacing: 2.95996x2.96202x2.9715 mm)\n", "]))})" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 5 }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.372331Z", "start_time": "2025-03-05T14:13:21.119687Z" } }, "cell_type": "code", "source": [ "mpr_plot(\n", " sample[\"images\"].content[0],\n", " labels=sample[\"target\"].content[0],\n", ")" ], "outputs": [ { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "execution_count": 6 }, { "metadata": {}, "cell_type": "markdown", "source": "Notice how the loading is much faster the second time due to the caching." }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.489158Z", "start_time": "2025-03-05T14:13:21.382649Z" } }, "cell_type": "code", "source": "next(dataset)", "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ML.CacheDataLoader] next() executed in 3.440 ms\n", "[ML.CacheDataLoader] next() executed in 0.019 ms\n", "[ML.RepeatDataLoader] next() executed in 0.002 ms\n", "[ML.OperationsSequence] RandomRotationOperation executed in 0.067 ms\n", "[ML.OperationsSequence] RandomGammaCorrectionOperation executed in 23.197 ms\n", "[ML.OperationsSequence] BakeTransformationOperation executed in 6.874 ms\n", "[ML.MapDataLoader] next() executed in 0.898 ms\n", "[ML.CacheDataLoader] next() executed in 2.933 ms\n", "[ML.CacheDataLoader] next() executed in 0.013 ms\n", "[ML.RepeatDataLoader] next() executed in 0.001 ms\n", "[ML.OperationsSequence] RandomRotationOperation executed in 0.080 ms\n", "[ML.OperationsSequence] RandomGammaCorrectionOperation executed in 11.837 ms\n", "[ML.OperationsSequence] BakeTransformationOperation executed in 6.887 ms\n", "[ML.MapDataLoader] next() executed in 38.669 ms\n", "[ML.BatchDataLoader] next() executed in 0.316 ms\n", "[ML.Dataset] next() executed in 95.362 ms\n" ] }, { "data": { "text/plain": [ "imfusion.machinelearning.DataItem({images: imfusion.machinelearning.ImageElement(imfusion.SharedImageSet(size: 2, [\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.94908x2.9728x2.9629 mm),\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.98749x2.9684x2.98042 mm)\n", "])), target: imfusion.machinelearning.ImageElement(imfusion.SharedImageSet(size: 2, [\n", " imfusion.SharedImage(UBYTE width: 128 height: 128 slices: 128 spacing: 2.94908x2.9728x2.9629 mm),\n", " imfusion.SharedImage(UBYTE width: 128 height: 128 slices: 128 spacing: 2.98749x2.9684x2.98042 mm)\n", "]))})" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 7 }, { "metadata": {}, "cell_type": "markdown", "source": [ "Since we are working with ImFusion Data subclasses, attached metadata is persistent through the entire pipline.\n", "Some is even generated by the pipeline itself to facilitate debugging and compliance.\n", "\n", "For example the `ProcessingRecordDataComponent` records all operations (and their configuration) that have acted on this piece of data." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.548608Z", "start_time": "2025-03-05T14:13:21.544381Z" } }, "source": "sample['images'].components.processing_record.configuration().asdict()", "outputs": [ { "data": { "text/plain": [ "{'0/0': {'MakeFloatOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 0,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False},\n", " 'NormalizePercentileOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 0,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'ignore_zeros': False,\n", " 'clamp_values': False,\n", " 'max_percentile': 0.990000009536743,\n", " 'min_percentile': 0.00999999977648258},\n", " 'ResampleOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'preserve_extent': True,\n", " 'resolution': '3 3 3 '},\n", " 'RotationOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'adjust_size': False,\n", " 'apply_now': False,\n", " 'angles': '5.05846214294434 -8.43384456634521 5.46281337738037 '},\n", " 'GammaCorrectionOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 0,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'gamma': 1.10116934776306},\n", " 'BakeTransformationOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False},\n", " 'CropOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'apply_to': ['sis'],\n", " 'error_on_unexpected_behaviour': False,\n", " 'offset': '5 57 149 ',\n", " 'size': '128 128 128 '},\n", " 'LabelROISampler/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'sample_boundaries_only': True,\n", " 'fallback_to_random': True,\n", " 'labels_values': [1],\n", " 'roi_size': '128 128 128 ',\n", " 'label_padding_mode': EnumStringParam assigned to clamp in {clamp; mirror; zero},\n", " 'padding_mode': EnumStringParam assigned to clamp in {clamp; mirror; zero}}}}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 8 }, { "metadata": {}, "cell_type": "markdown", "source": "We can use this to verify that the target was indeed not modified by our random augmentations." }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.605053Z", "start_time": "2025-03-05T14:13:21.599875Z" } }, "source": "sample['target'].components.processing_record.configuration().asdict()", "outputs": [ { "data": { "text/plain": [ "{'0/0': {'ResampleOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'preserve_extent': True,\n", " 'resolution': '3 3 3 '},\n", " 'RotationOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'adjust_size': False,\n", " 'apply_now': False,\n", " 'angles': '5.05846214294434 -8.43384456634521 5.46281337738037 '},\n", " 'BakeTransformationOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False},\n", " 'CropOperation/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'apply_to': ['sis'],\n", " 'error_on_unexpected_behaviour': False,\n", " 'offset': '5 57 149 ',\n", " 'size': '128 128 128 '},\n", " 'LabelROISampler/0': {'device': EnumStringParam assigned to GPUIfOpenGl in {ForceGPU; GPUIfOpenGl; GPUIfGlImage; ForceCPU},\n", " 'processing_policy': 1,\n", " 'seed': 1,\n", " 'error_on_unexpected_behaviour': False,\n", " 'sample_boundaries_only': True,\n", " 'fallback_to_random': True,\n", " 'labels_values': [1],\n", " 'roi_size': '128 128 128 ',\n", " 'label_padding_mode': EnumStringParam assigned to clamp in {clamp; mirror; zero},\n", " 'padding_mode': EnumStringParam assigned to clamp in {clamp; mirror; zero}}}}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 9 }, { "metadata": {}, "cell_type": "markdown", "source": [ "Another example of metadata that we would like to keep throughout the pipeline is licensing information of the data.\n", "\n", "In this example the loaded data already comes with a `DatasetLicenseComponent`" ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:21.711585Z", "start_time": "2025-03-05T14:13:21.708183Z" } }, "source": "sample['images'].components.dataset_license", "outputs": [ { "data": { "text/plain": [ "DatasetLicenseComponent(infos=[\n", "\t\n", "DatasetLicenseComponent.DatasetInfo(\n", "\tname=The Clinical Proteomic Tumor Analysis Consortium Uterine Corpus Endometrial Carcinoma Collection (CPTAC-UCEC),\n", "\tauthors=National Cancer Institute Clinical Proteomic Tumor Analysis Consortium (CPTAC),\n", "\twebsite=https://doi.org/10.7937/K9/TCIA.2018.3R3JUISW,\n", "\tlicense=CC BY 3.0,\n", "\tattribution_required=true,\n", "\tcommercial_use_allowed=true\n", "),\n", "\t\n", "DatasetLicenseComponent.DatasetInfo(\n", "\tname=The Clinical Proteomic Tumor Analysis Consortium Uterine Corpus Endometrial Carcinoma Collection (CPTAC-UCEC),\n", "\tauthors=National Cancer Institute Clinical Proteomic Tumor Analysis Consortium (CPTAC),\n", "\twebsite=https://doi.org/10.7937/K9/TCIA.2018.3R3JUISW,\n", "\tlicense=CC BY 3.0,\n", "\tattribution_required=true,\n", "\tcommercial_use_allowed=true\n", ")\t])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 10 }, { "metadata": {}, "cell_type": "markdown", "source": [ "The data can then be easily converted to torch and then fed into your ML model (but this loses any metadata).\n", "(The cells below only work if you also install the `torch` package: `pip install 'torch==2.2.2`. We did not include it in the requirements due to the massive file size) " ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:23.442756Z", "start_time": "2025-03-05T14:13:21.820922Z" } }, "cell_type": "code", "source": [ "tensor = sample['images'].torch(device='cpu')\n", "tensor.shape" ], "outputs": [ { "data": { "text/plain": [ "torch.Size([2, 1, 128, 128, 128])" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 11 }, { "metadata": {}, "cell_type": "markdown", "source": [ "And we can easily convert torch tensors back to ImFusion types.\n", "If we provide an existing image as a template, we can also copy over its metadata.\n", "This comes in handy when we want to e.g. convert the output of a ML model back to a SharedImageSet and retain the metadata of the input to the model." ] }, { "metadata": { "ExecuteTime": { "end_time": "2025-03-05T14:13:23.545901Z", "start_time": "2025-03-05T14:13:23.536888Z" } }, "cell_type": "code", "source": [ "roundtrip = imfusion.SharedImageSet.from_torch(tensor, get_metadata_from=sample['images'].sis)\n", "assert roundtrip.components.dataset_license == sample['images'].components.dataset_license\n", "roundtrip" ], "outputs": [ { "data": { "text/plain": [ "imfusion.SharedImageSet(size: 2, [\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.95408x2.97105x2.956 pix),\n", " imfusion.SharedImage(FLOAT width: 128 height: 128 slices: 128 spacing: 2.95996x2.96202x2.9715 pix)\n", "])" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 12 } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 4 }