From da4a483ef584224832858fe76cd22024bd8ccdd0 Mon Sep 17 00:00:00 2001 From: fynnbe Date: Fri, 8 Nov 2024 12:33:25 +0100 Subject: [PATCH 1/4] add create_ambitious_sloth presentation --- presentations/create_ambitious_sloth.ipynb | 819 ++ .../create_ambitious_sloth.slides.html | 11433 ++++++++++++++++ 2 files changed, 12252 insertions(+) create mode 100644 presentations/create_ambitious_sloth.ipynb create mode 100644 presentations/create_ambitious_sloth.slides.html diff --git a/presentations/create_ambitious_sloth.ipynb b/presentations/create_ambitious_sloth.ipynb new file mode 100644 index 00000000..171b30db --- /dev/null +++ b/presentations/create_ambitious_sloth.ipynb @@ -0,0 +1,819 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "skip" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "skip" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from pathlib import Path\n", + "from pprint import pprint\n", + "from typing import Any\n", + "\n", + "import imageio\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import torch\n", + "from numpy.typing import NDArray\n", + "\n", + "from bioimageio.spec.model.v0_5 import (\n", + " Author,\n", + " AxisId,\n", + " BatchAxis,\n", + " ChannelAxis,\n", + " CiteEntry,\n", + " DatasetId,\n", + " Doi,\n", + " FileDescr,\n", + " HttpUrl,\n", + " Identifier,\n", + " InputTensorDescr,\n", + " IntervalOrRatioDataDescr,\n", + " LicenseId,\n", + " LinkedDataset,\n", + " ModelDescr,\n", + " OrcidId,\n", + " ParameterizedSize,\n", + " PytorchStateDictWeightsDescr,\n", + " ScaleRangeDescr,\n", + " ScaleRangeKwargs,\n", + " SpaceInputAxis,\n", + " TensorId,\n", + " TorchscriptWeightsDescr,\n", + " WeightsDescr,\n", + ")\n", + "from bioimageio.spec.pretty_validation_errors import (\n", + " enable_pretty_validation_errors_in_ipynb,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "skip" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "enable_pretty_validation_errors_in_ipynb()\n", + "CMAP = \"Greys\"\n", + "\n", + "def show(*paths: Path, d: int = 2):\n", + " fig, axes = plt.subplots(1, len(paths), squeeze=False)\n", + " for path, ax in zip(paths, axes.flatten()):\n", + " ax.set_title(path.name)\n", + " if path.suffix == \".npy\":\n", + " img: NDArray[Any] = np.load(path)\n", + " else:\n", + " img = imageio.v2.imread(path)\n", + "\n", + " img = img.squeeze()\n", + "\n", + " if img.ndim > 3 or img.ndim == 3 and min(img.shape) > 4:\n", + " show3d(ax, img, d=d)\n", + " else:\n", + " show2d(ax, img)\n", + "\n", + " plt.show()\n", + "\n", + "def show2d(ax, img: NDArray[Any]):\n", + " ax.imshow(img, cmap=CMAP, vmin=0, vmax=1)\n", + " ax.set_axis_off()\n", + "\n", + "\n", + "def show3d(ax, img: NDArray[Any], d: int):\n", + " z, y, x = img.shape\n", + " img -= np.percentile(img, 20)\n", + " img = img / np.percentile(img, 99.99)\n", + "\n", + " img_show = np.ones((y+d+z, x+d+z), dtype=img.dtype)\n", + " for a in (0, 2, 1):\n", + " img_part = img.squeeze().max(axis=a)\n", + " if a == 0:\n", + " assert img_part.shape == (y, x), img_part.shape\n", + " img_show[:y, :x] = img_part\n", + " elif a== 1:\n", + " assert img_part.shape == (z, x), img_part.shape\n", + " img_show[y+d:, :x] = img_part\n", + " elif a == 2:\n", + " img_part = img_part.T\n", + " assert img_part.shape == (y, z), img_part.shape\n", + " img_show[:y, x+d:] = img_part\n", + " else:\n", + " raise NotImplementedError\n", + "\n", + " img_show[y+d:, x+d:] = 0\n", + " # print(img_show.min(), img_show.max())\n", + " ax.imshow(img_show, cmap=CMAP, vmin=0, vmax=1)\n", + " ax.set_axis_off()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "slide" + }, + "tags": [] + }, + "source": [ + "### Description details\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "README.md\n", + "__pycache__\n", + "cover.png\n", + "model.py\n", + "model_teaser.py\n", + "rdf.yaml\n", + "sample_input.tif\n", + "sample_output.tif\n", + "test_input.npy\n", + "test_output.npy\n", + "weights.pt\n", + "weights_torchscript.pt\n" + ] + } + ], + "source": [ + "root = Path().home() /\"Desktop/demo\"\n", + "!ls {root}" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(root / \"test_input.npy\", root / \"test_output.npy\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "show(root / \"cover.png\")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "source": [ + "#### Source Code of the model architecture" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
import torch.nn as nn\n",
+       "\n",
+       "\n",
+       "class HyLFM_Net(nn.Module):\n",
+       "    def __init__(\n",
+       "        self,\n",
+       "        *,\n",
+       "        z_out: int,\n",
+       "        nnum: int,\n",
+       "        kernel2d: int = 3,\n",
+       "        conv_per_block2d: int = 2,\n",
+       "        ...\n",
+       "    ):\n",
+       "        ...\n",
+       "\n",
+       "    def forward(self, x):\n",
+       "        x = self.channel_from_lf(x)\n",
+       "        x = self.res2d(x)\n",
+       "        x = self.conv2d(x)\n",
+       "        x = self.c2z(x)\n",
+       "        x = self.res3d(x)\n",
+       "        x = self.conv3d(x)\n",
+       "        ...\n",
+       "        return x\n",
+       "
\n" + ], + "text/latex": [ + "\\begin{Verbatim}[commandchars=\\\\\\{\\}]\n", + "\\PY{k+kn}{import} \\PY{n+nn}{torch}\\PY{n+nn}{.}\\PY{n+nn}{nn} \\PY{k}{as} \\PY{n+nn}{nn}\n", + "\n", + "\n", + "\\PY{k}{class} \\PY{n+nc}{HyLFM\\PYZus{}Net}\\PY{p}{(}\\PY{n}{nn}\\PY{o}{.}\\PY{n}{Module}\\PY{p}{)}\\PY{p}{:}\n", + " \\PY{k}{def} \\PY{n+nf+fm}{\\PYZus{}\\PYZus{}init\\PYZus{}\\PYZus{}}\\PY{p}{(}\n", + " \\PY{n+nb+bp}{self}\\PY{p}{,}\n", + " \\PY{o}{*}\\PY{p}{,}\n", + " \\PY{n}{z\\PYZus{}out}\\PY{p}{:} \\PY{n+nb}{int}\\PY{p}{,}\n", + " \\PY{n}{nnum}\\PY{p}{:} \\PY{n+nb}{int}\\PY{p}{,}\n", + " \\PY{n}{kernel2d}\\PY{p}{:} \\PY{n+nb}{int} \\PY{o}{=} \\PY{l+m+mi}{3}\\PY{p}{,}\n", + " \\PY{n}{conv\\PYZus{}per\\PYZus{}block2d}\\PY{p}{:} \\PY{n+nb}{int} \\PY{o}{=} \\PY{l+m+mi}{2}\\PY{p}{,}\n", + " \\PY{o}{.}\\PY{o}{.}\\PY{o}{.}\n", + " \\PY{p}{)}\\PY{p}{:}\n", + " \\PY{o}{.}\\PY{o}{.}\\PY{o}{.}\n", + "\n", + " \\PY{k}{def} \\PY{n+nf}{forward}\\PY{p}{(}\\PY{n+nb+bp}{self}\\PY{p}{,} \\PY{n}{x}\\PY{p}{)}\\PY{p}{:}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{channel\\PYZus{}from\\PYZus{}lf}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{res2d}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{conv2d}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{c2z}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{res3d}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{n}{x} \\PY{o}{=} \\PY{n+nb+bp}{self}\\PY{o}{.}\\PY{n}{conv3d}\\PY{p}{(}\\PY{n}{x}\\PY{p}{)}\n", + " \\PY{o}{.}\\PY{o}{.}\\PY{o}{.}\n", + " \\PY{k}{return} \\PY{n}{x}\n", + "\\end{Verbatim}\n" + ], + "text/plain": [ + "import torch.nn as nn\n", + "\n", + "\n", + "class HyLFM_Net(nn.Module):\n", + " def __init__(\n", + " self,\n", + " *,\n", + " z_out: int,\n", + " nnum: int,\n", + " kernel2d: int = 3,\n", + " conv_per_block2d: int = 2,\n", + " ...\n", + " ):\n", + " ...\n", + "\n", + " def forward(self, x):\n", + " x = self.channel_from_lf(x)\n", + " x = self.res2d(x)\n", + " x = self.conv2d(x)\n", + " x = self.c2z(x)\n", + " x = self.res3d(x)\n", + " x = self.conv3d(x)\n", + " ...\n", + " return x" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import Code\n", + "\n", + "Code(filename=root / \"model_teaser.py\", language='python')" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "source": [ + "#### Model Weights" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[('res2d.0.block.0.conv.weight', (768, 361, 3, 3)),\n", + " ('res2d.0.block.0.conv.bias', (768,)),\n", + " ('res2d.0.block.1.conv.weight', (768, 768, 3, 3)),\n", + " ('res2d.0.block.1.conv.bias', (768,)),\n", + " '...']\n" + ] + } + ], + "source": [ + "pytorch_weights = torch.load(root / \"weights.pt\", weights_only=False)\n", + "pprint([(k, tuple(v.shape)) for k, v in pytorch_weights.items()][:4] + [\"...\"])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "slide" + }, + "tags": [] + }, + "source": [ + "### Model Input" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "input_descr = InputTensorDescr(\n", + " id=TensorId(\"lf\"),\n", + " axes=[BatchAxis(),\n", + " ChannelAxis(channel_names=[Identifier(\"lf\")]),\n", + " SpaceInputAxis(\n", + " id=AxisId('y'),\n", + " size=ParameterizedSize(min=190, step=19),\n", + " scale=4,\n", + " concatenable=False),\n", + " SpaceInputAxis(\n", + " id=AxisId('x'),\n", + " size=ParameterizedSize(min=190, step=19),\n", + " scale=4,\n", + " concatenable=False),\n", + " ],\n", + " test_tensor=FileDescr(source=root / \"test_input.npy\"),\n", + " sample_tensor=FileDescr(source=root / \"sample_input.tif\"),\n", + " data=IntervalOrRatioDataDescr(type=\"float32\"),\n", + " preprocessing = [ScaleRangeDescr(\n", + " kwargs=ScaleRangeKwargs(\n", + " axes= (AxisId('y'), AxisId('x')),\n", + " max_percentile= 99.8,\n", + " min_percentile= 5.0,\n", + " )\n", + " )]\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "source": [ + "### Model Output" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from bioimageio.spec.model.v0_5 import OutputTensorDescr, SizeReference, SpaceOutputAxis\n", + "\n", + "output_descr = OutputTensorDescr(\n", + " id=TensorId(\"prediction\"),\n", + " description=\"predicted volume of fluorescence signal\",\n", + " axes=[BatchAxis(),\n", + " ChannelAxis(channel_names=[Identifier(\"prediction\")]),\n", + " SpaceOutputAxis(id=AxisId(\"z\"), size=49),\n", + " SpaceOutputAxis(id=AxisId('y'),\n", + " scale=19,\n", + " size=SizeReference(tensor_id=TensorId(\"lf\"),\n", + " axis_id=AxisId(\"y\"),\n", + " offset=-16)),\n", + " SpaceOutputAxis(id=AxisId('x'),\n", + " scale=19,\n", + " size=SizeReference(tensor_id=TensorId(\"lf\"),\n", + " axis_id=AxisId(\"x\"),\n", + " offset=-16)),\n", + " ],\n", + " test_tensor=FileDescr(source=root / \"test_output.npy\"),\n", + " sample_tensor=FileDescr(source=root / \"sample_output.tif\"),\n", + " data=IntervalOrRatioDataDescr(type=\"float32\"),\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "source": [ + "### Model Architecture" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from bioimageio.spec.model.v0_5 import (\n", + " ArchitectureFromFileDescr,\n", + " Version,\n", + ")\n", + "\n", + "pytorch_version = Version(torch.__version__)\n", + "\n", + "pytorch_architecture = ArchitectureFromFileDescr(\n", + " source=root / \"model.py\",\n", + " callable=Identifier(\"HyLFM_Net\"),\n", + " kwargs=dict(\n", + " c_in_3d=64,\n", + " last_kernel2d=5,\n", + " nnum=19,\n", + " z_out=49,\n", + " )\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "slide" + }, + "tags": [] + }, + "source": [ + "### Create a model description" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "my_model_descr = ModelDescr(\n", + " name=\"HyLFM-Net-stat\",\n", + " description=(\n", + " \"HyLFM-Net trained on static images of arrested medaka hatchling hearts. \"\n", + " + \"The network reconstructs a volumentric image from a given light-field.\"\n", + " ),\n", + " covers=[root / \"cover.png\"],\n", + " authors=[\n", + " Author(\n", + " name=\"Fynn Beuttenmueller\",\n", + " affiliation=\"EMBL Heidelberg\",\n", + " github_user=\"fynnbe\",\n", + " orcid=OrcidId(\"0000-0002-8567-6389\"))\n", + " ],\n", + " cite=[\n", + " CiteEntry(\n", + " text=(\n", + " \"Beuttenmueller, Wagner, N., F., Norlin, N. et al.\"\n", + " + \" Deep learning-enhanced light-field imaging with continuous validation.\"\n", + " + \" Nat Methods 18, 557–563 (2021).\"\n", + " ),\n", + " doi=Doi(\"10.1038/s41592-021-01136-0\"),\n", + " )\n", + " ],\n", + " license=LicenseId(\"MIT\"),\n", + " ..." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "subslide" + }, + "tags": [] + }, + "outputs": [], + "source": [ + " ...\n", + " documentation=root / \"README.md\",\n", + " git_repo=HttpUrl(\"https://github.com/kreshuklab/hylfm-net\"),\n", + " tags= [\n", + " \"light-field-microscopy\",\n", + " \"pytorch\",\n", + " \"fluorescence-light-microscopy\",\n", + " \"image-reconstruction\",\n", + " \"nuclei\",\n", + " \"hylfm\",\n", + " ],\n", + " training_data=LinkedDataset(id=DatasetId(\"uplifting-ice-cream\")),\n", + " inputs=[input_descr],\n", + " outputs=[output_descr],\n", + " weights=WeightsDescr(\n", + " pytorch_state_dict=PytorchStateDictWeightsDescr(\n", + " source=root / \"weights.pt\",\n", + " architecture=pytorch_architecture,\n", + " pytorch_version=pytorch_version,\n", + " ),\n", + " torchscript=TorchscriptWeightsDescr(\n", + " source=root / \"weights_torchscript.pt\",\n", + " pytorch_version=pytorch_version,\n", + " parent=\"pytorch_state_dict\", # these weights were converted from the pytorch_state_dict weights ones.\n", + " ),\n", + " ),\n", + " attachments=[FileDescr(source=root / \"model_teaser.py\")],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "slide" + }, + "tags": [] + }, + "source": [ + "### Test a described model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from bioimageio.core import test_model\n", + "\n", + "validation_summary = test_model(my_model_descr)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "fragment" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/markdown": [ + "\n", + "| ✔️ | bioimageio validation passed |\n", + "| --- | --- |\n", + "| source | in-memory |\n", + "| format version | model 0.5.3 |\n", + "| bioimageio.spec | 0.5.3.3 |\n", + "| bioimageio.core | 0.6.10 |\n", + "\n", + "| ❓ | location | detail |\n", + "| --- | --- | --- |\n", + "| ✔️ | | initialized ModelDescr to describe model 0.5.3 |\n", + "| ✔️ | | Has expected resource type |\n", + "| ✔️ | | Reproduce test outputs from test inputs (pytorch_state_dict) |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 1 and size parameter n: 0 |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 2 and size parameter n: 0 |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 1 and size parameter n: 1 |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 2 and size parameter n: 1 |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 1 and size parameter n: 2 |\n", + "| ✔️ | | Run pytorch_state_dict inference for inputs with batch_size: 2 and size parameter n: 2 |\n", + "| ✔️ | | Reproduce test outputs from test inputs (torchscript) |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 1 and size parameter n: 0 |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 2 and size parameter n: 0 |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 1 and size parameter n: 1 |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 2 and size parameter n: 1 |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 1 and size parameter n: 2 |\n", + "| ✔️ | | Run torchscript inference for inputs with batch_size: 2 and size parameter n: 2 |\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "validation_summary.display()" + ] + } + ], + "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": "3.9.19" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/presentations/create_ambitious_sloth.slides.html b/presentations/create_ambitious_sloth.slides.html new file mode 100644 index 00000000..690b717d --- /dev/null +++ b/presentations/create_ambitious_sloth.slides.html @@ -0,0 +1,11433 @@ + + + + + + + +create_ambitious_sloth slides + + + + + + + + + + + + + + + + + + +
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+ + + From 0c43d3b317abb1606bb52c77547ab81c0a92f2be Mon Sep 17 00:00:00 2001 From: fynnbe Date: Fri, 8 Nov 2024 12:39:50 +0100 Subject: [PATCH 2/4] exclude presentations from linting --- pyproject.toml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 9d6353a8..88f949dc 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,9 +1,10 @@ [tool.black] line-length = 88 +exclude = ["presentations"] target-version = ["py38", "py39", "py310", "py311", "py312"] [tool.pyright] -exclude = ["**/node_modules", "**/__pycache__", "tests/old_*"] +exclude = ["**/node_modules", "**/__pycache__", "tests/old_*", "presentations"] include = ["bioimageio", "scripts", "tests"] pythonPlatform = "All" pythonVersion = "3.8" @@ -35,4 +36,5 @@ addopts = "--cov=bioimageio --cov-report=xml -n auto --capture=no --doctest-modu [tool.ruff] line-length = 88 include = ["*.py", "*.pyi", "**/pyproject.toml", "*.ipynb"] +exclude = ["presentations"] target-version = "py38" From 0438fc4c1a22f3c1c81e8cfb3d3f42c34d864683 Mon Sep 17 00:00:00 2001 From: fynnbe Date: Fri, 8 Nov 2024 13:39:07 +0100 Subject: [PATCH 3/4] fix black exclude --- pyproject.toml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pyproject.toml b/pyproject.toml index 88f949dc..59421385 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.black] line-length = 88 -exclude = ["presentations"] +extend_exclude = "^/presentations/" target-version = ["py38", "py39", "py310", "py311", "py312"] [tool.pyright] From c0b45b0962fb0f2f048f5e81b171bb7f31c53da3 Mon Sep 17 00:00:00 2001 From: fynnbe Date: Fri, 8 Nov 2024 13:44:28 +0100 Subject: [PATCH 4/4] deploy rendered presentations --- .github/workflows/build.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml index 5e8d2784..16b6cdec 100644 --- a/.github/workflows/build.yaml +++ b/.github/workflows/build.yaml @@ -179,6 +179,8 @@ jobs: --footer-text 'bioimageio.core ${{steps.get_version.outputs.version}}' \ -o ./dist bioimageio.core - run: cp README.md ./dist/README.md + - name: copy rendered presentations + run: cp -r ./presentations/*.html ./dist/presentations - name: Deploy to gh-pages 🚀 uses: JamesIves/github-pages-deploy-action@v4 with: