diff --git "a/white_or_black.ipynb" "b/white_or_black.ipynb" new file mode 100644--- /dev/null +++ "b/white_or_black.ipynb" @@ -0,0 +1,1044 @@ +{ + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python", + "version": "3.7.12", + "mimetype": "text/x-python", + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "pygments_lexer": "ipython3", + "nbconvert_exporter": "python", + "file_extension": ".py" + }, + "colab": { + "provenance": [], + "gpuType": "T4" + }, + "accelerator": "GPU" + }, + "nbformat_minor": 0, + "nbformat": 4, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "## Is it a black or white Person?" + ], + "metadata": { + "id": "jGEJdSyLviV0" + } + }, + { + "cell_type": "markdown", + "source": [ + "The basic steps we'll take are:\n", + "\n", + "1. Use DuckDuckGo to search for images of \"Black photos\"\n", + "1. Use DuckDuckGo to search for images of \"White photos\"\n", + "1. Fine-tune a pretrained neural network to recognise these two groups\n", + "1. Try running this model on a picture of a person and see if it works." + ], + "metadata": { + "id": "7xk6EfnUviV2" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Step 1: Download images of black and white people" + ], + "metadata": { + "id": "vJaMousCviV2" + } + }, + { + "cell_type": "code", + "source": [ + "!pip install -Uqq fastai duckduckgo_search" + ], + "metadata": { + "id": "nWZctEL8vtkN", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "938a17dc-a519-4477-d414-b6ed5f05702e" + }, + "execution_count": 1, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m75.4/75.4 kB\u001b[0m \u001b[31m3.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m72.5/72.5 kB\u001b[0m \u001b[31m8.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.5/57.5 kB\u001b[0m \u001b[31m6.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.7/2.7 MB\u001b[0m \u001b[31m35.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m58.3/58.3 kB\u001b[0m \u001b[31m7.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from fastai.vision.all import *\n", + "import requests\n", + "from fastdownload import download_url\n", + "from duckduckgo_search import ddg_images\n", + "from fastcore.all import *\n", + "from fastai.vision.all import download_images\n", + "\n", + "def search_images(term, max_images=30):\n", + " print(f\"Searching for '{term}'\")\n", + " return L(ddg_images(term, max_results=max_images)).itemgot('image')" + ], + "metadata": { + "_kg_hide-input": true, + "execution": { + "iopub.status.busy": "2023-06-25T17:37:12.075998Z", + "iopub.execute_input": "2023-06-25T17:37:12.076306Z", + "iopub.status.idle": "2023-06-25T17:37:12.418855Z", + "shell.execute_reply.started": "2023-06-25T17:37:12.076270Z", + "shell.execute_reply": "2023-06-25T17:37:12.418060Z" + }, + "trusted": true, + "id": "iewYsfanviV3" + }, + "execution_count": 2, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#NB: `search_images` depends on duckduckgo.com, which doesn't always return correct responses.\n", + "# If you get a JSON error, just try running it again (it may take a couple of tries).\n", + "urls = search_images('White People Faces', max_images=1)\n", + "urls[0]" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:43:20.262346Z", + "iopub.execute_input": "2023-06-25T17:43:20.263026Z", + "iopub.status.idle": "2023-06-25T17:43:20.774023Z", + "shell.execute_reply.started": "2023-06-25T17:43:20.262983Z", + "shell.execute_reply": "2023-06-25T17:43:20.773281Z" + }, + "trusted": true, + "id": "mVhkA99aviV4", + "outputId": "ce9902d7-c101-495a-9c17-d409a679a68d", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 194 + } + }, + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Searching for 'White People Faces'\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/usr/local/lib/python3.10/dist-packages/duckduckgo_search/compat.py:60: UserWarning: ddg_images is deprecated. Use DDGS().images() generator\n", + " warnings.warn(\"ddg_images is deprecated. Use DDGS().images() generator\")\n", + "/usr/local/lib/python3.10/dist-packages/duckduckgo_search/compat.py:64: UserWarning: parameter page is deprecated\n", + " warnings.warn(\"parameter page is deprecated\")\n", + "/usr/local/lib/python3.10/dist-packages/duckduckgo_search/compat.py:66: UserWarning: parameter max_results is deprecated\n", + " warnings.warn(\"parameter max_results is deprecated\")\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'https://i.kym-cdn.com/entries/icons/original/000/031/035/Screen_Shot_2019-09-05_at_4.08.58_PM.jpg'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 3 + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "...and then download a URL and take a look at it:" + ], + "metadata": { + "id": "Y3162oAMviV5" + } + }, + { + "cell_type": "code", + "source": [ + "from fastdownload import download_url\n", + "dest = 'white people.jpg'\n", + "download_url(urls[0], dest, show_progress=False)\n", + "\n", + "from fastai.vision.all import *\n", + "im = Image.open(dest)\n", + "im.to_thumb(256,256)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:43:27.496766Z", + "iopub.execute_input": "2023-06-25T17:43:27.497053Z", + "iopub.status.idle": "2023-06-25T17:43:27.597071Z", + "shell.execute_reply.started": "2023-06-25T17:43:27.497019Z", + "shell.execute_reply": "2023-06-25T17:43:27.596305Z" + }, + "trusted": true, + "id": "zT4PEZWeviV5" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "download_url(search_images('White People Faces', max_images=1)[0], 'white people.jpg', show_progress=False)\n", + "Image.open('white people.jpg').to_thumb(256,256)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:43:48.988072Z", + "iopub.execute_input": "2023-06-25T17:43:48.988377Z", + "iopub.status.idle": "2023-06-25T17:43:49.522910Z", + "shell.execute_reply.started": "2023-06-25T17:43:48.988343Z", + "shell.execute_reply": "2023-06-25T17:43:49.522240Z" + }, + "trusted": true, + "id": "r21UuMw3viV5", + "outputId": "bf461efb-21e8-4693-bcaf-8395e241b9f0", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 176 + } + }, + "execution_count": 26, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Searching for 'White People Faces'\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ], + "image/png": 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\n" + }, + "metadata": {}, + "execution_count": 26 + } + ] + }, + { + "cell_type": "code", + "source": [ + "download_url(search_images('Black People Faces', max_images=1)[0], 'Black people.jpg', show_progress=False)\n", + "Image.open('Black people.jpg').to_thumb(256,256)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 178 + }, + "id": "weWWcuYWzyRC", + "outputId": "a6d46749-848d-456f-bfa5-6f5229720da6" + }, + "execution_count": 30, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Searching for 'Black People Faces'\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ], + "image/png": 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\n" + }, + "metadata": {}, + "execution_count": 30 + } + ] + }, + { + "cell_type": "code", + "source": [ + "doc(download_images)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:54:09.440740Z", + "iopub.execute_input": "2023-06-25T17:54:09.441075Z", + "iopub.status.idle": "2023-06-25T17:54:09.518014Z", + "shell.execute_reply.started": "2023-06-25T17:54:09.441038Z", + "shell.execute_reply": "2023-06-25T17:54:09.517231Z" + }, + "trusted": true, + "id": "eJyi3TBEviV6", + "outputId": "392aeaeb-1fea-4ff2-d8fd-32e4db1d2dcb", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 27, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "download_images(dest, url_file=None, urls=None, max_pics=1000, n_workers=8, timeout=4, preserve_filename=False)\n", + "Download images listed in text file `url_file` to path `dest`, at most `max_pics`\n", + "\n", + "To get a prettier result with hyperlinks to source code and documentation, install nbdev: pip install nbdev\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "searches = 'White People Faces','Black People Faces'\n", + "path = Path('black_or_not')\n", + "from time import sleep\n", + "\n", + "for o in searches:\n", + " dest = (path/o)\n", + " dest.mkdir(exist_ok=True, parents=True)\n", + " download_images(dest, urls=search_images(f'{o} photo'))\n", + " sleep(10) # Pause between searches to avoid over-loading server\n", + " resize_images(path/o, max_size=400, dest=path/o)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:49:53.908474Z", + "iopub.execute_input": "2023-06-25T17:49:53.908808Z", + "iopub.status.idle": "2023-06-25T17:51:24.345883Z", + "shell.execute_reply.started": "2023-06-25T17:49:53.908773Z", + "shell.execute_reply": "2023-06-25T17:51:24.344781Z" + }, + "trusted": true, + "id": "3OgGXXM4viV6", + "outputId": "66c3bd4b-f2e6-4444-8e7b-15e8208cecf3", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 31, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Searching for 'White People Faces photo'\n", + "Searching for 'Black People Faces photo'\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "## Step 2: Train our model" + ], + "metadata": { + "id": "0W3x0htPviV6" + } + }, + { + "cell_type": "markdown", + "source": [ + "Some photos might not download correctly which could cause our model training to fail, so we'll remove them:" + ], + "metadata": { + "id": "LH1fwxTzviV6" + } + }, + { + "cell_type": "code", + "source": [ + "failed = verify_images(get_image_files(path))\n", + "failed.map(Path.unlink)\n", + "len(failed)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:55:48.460705Z", + "iopub.execute_input": "2023-06-25T17:55:48.461371Z", + "iopub.status.idle": "2023-06-25T17:55:49.619231Z", + "shell.execute_reply.started": "2023-06-25T17:55:48.461326Z", + "shell.execute_reply": "2023-06-25T17:55:49.618357Z" + }, + "trusted": true, + "id": "lTO2B4X2viV6", + "outputId": "4255e8fe-85ff-4768-cf6b-d651db88b4a2", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 32, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "0" + ] + }, + "metadata": {}, + "execution_count": 32 + } + ] + }, + { + "cell_type": "code", + "source": [ + "doc(cnn_learner)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:55:51.569646Z", + "iopub.execute_input": "2023-06-25T17:55:51.570487Z", + "iopub.status.idle": "2023-06-25T17:55:51.576015Z", + "shell.execute_reply.started": "2023-06-25T17:55:51.570441Z", + "shell.execute_reply": "2023-06-25T17:55:51.575244Z" + }, + "trusted": true, + "id": "ofjGogExviV7", + "outputId": "f1556c57-8997-45d6-cae3-7f8abc25d9f6", + "colab": { + "base_uri": "https://localhost:8080/" + } + }, + "execution_count": 33, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "cnn_learner(*args, **kwargs)\n", + "Deprecated name for `vision_learner` -- do not use\n", + "\n", + "To get a prettier result with hyperlinks to source code and documentation, install nbdev: pip install nbdev\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "dls = DataBlock(\n", + " blocks=(ImageBlock, CategoryBlock),\n", + " get_items=get_image_files,\n", + " splitter=RandomSplitter(valid_pct=0.2, seed=42),\n", + " get_y=parent_label,\n", + " item_tfms=[Resize(192, method='squish')]\n", + ").dataloaders(path, bs=32)\n", + "\n", + "dls.show_batch(max_n=6)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:55:54.667844Z", + "iopub.execute_input": "2023-06-25T17:55:54.668148Z", + "iopub.status.idle": "2023-06-25T17:55:55.602815Z", + "shell.execute_reply.started": "2023-06-25T17:55:54.668113Z", + "shell.execute_reply": "2023-06-25T17:55:55.598921Z" + }, + "trusted": true, + "id": "5gzpni8rviV7", + "outputId": "40602d34-a8a4-4b3e-a4d9-0a89baae84f0", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 482 + } + }, + "execution_count": 34, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+ }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "learn = vision_learner(dls, resnet18, metrics=accuracy)\n", + "learn.fine_tune(10)" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:57:09.541348Z", + "iopub.execute_input": "2023-06-25T17:57:09.542213Z", + "iopub.status.idle": "2023-06-25T17:57:23.902327Z", + "shell.execute_reply.started": "2023-06-25T17:57:09.542171Z", + "shell.execute_reply": "2023-06-25T17:57:23.901354Z" + }, + "trusted": true, + "id": "xFTpqmiQviV7", + "outputId": "100830e5-a4b7-4798-dc09-8cb4e82fe604", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 427 + } + }, + "execution_count": 37, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "\n" + ] + }, + "metadata": {} + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
epochtrain_lossvalid_lossaccuracytime
01.5661030.7085200.59090900:00
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epochtrain_lossvalid_lossaccuracytime
00.7107630.5415450.63636400:00
10.5361400.4274330.77272700:00
20.4168900.2591640.86363600:00
30.3138910.1463540.90909100:00
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70.1566910.1322980.90909100:00
80.1366920.1143720.90909100:00
90.1216240.1225650.90909100:00
" + ] + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "learn2 = learn" + ], + "metadata": { + "id": "2J52hLhd1RDW" + }, + "execution_count": 38, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Save the model\n", + "learn.export('resnet18_model.pkl')" + ], + "metadata": { + "id": "_f439B5-0hpH" + }, + "execution_count": 39, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Step 3: Use our model (and build your own!)" + ], + "metadata": { + "id": "B7E1qyO9viV8" + } + }, + { + "cell_type": "markdown", + "source": [ + "Let's see what our model thinks about that bird we downloaded at the start:" + ], + "metadata": { + "id": "lFXVGtqiviV8" + } + }, + { + "cell_type": "code", + "source": [ + "is_people,_,probs = learn.predict(PILImage.create('Black people.jpg'))\n", + "print(f\"This is a: {is_people}.\")\n", + "print(f\"Probability it's a black Person: {probs[0]:.4f}\")" + ], + "metadata": { + "execution": { + "iopub.status.busy": "2023-06-25T17:59:56.590162Z", + "iopub.execute_input": "2023-06-25T17:59:56.591046Z", + "iopub.status.idle": "2023-06-25T17:59:56.639006Z", + "shell.execute_reply.started": "2023-06-25T17:59:56.591001Z", + "shell.execute_reply": "2023-06-25T17:59:56.638112Z" + }, + "trusted": true, + "id": "FN0ZB7euviV8", + "outputId": "379e0ee3-790a-4cd9-ee9b-cf11d643f91d", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 52 + } + }, + "execution_count": 42, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [ + "\n", + "\n" + ] + }, + "metadata": {} + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "text/html": [] + }, + "metadata": {} + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "This is a: Black People Faces.\n", + "Probability it's a white Person: 0.9998\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!zip -r dataset.zip \"black_or_not\"\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "8tWUKRFj2Q6y", + "outputId": "d9c08684-62e3-480c-a4d1-e77952be0de0" + }, + "execution_count": 46, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + " adding: black_or_not/ (stored 0%)\n", + " adding: black_or_not/Black People Faces/ (stored 0%)\n", + " adding: black_or_not/Black People Faces/a3f4cf66-4d78-4e8a-8c50-e4be0dbc82a8.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/54d78f52-9eb0-4069-ad67-fcdb5f6621db.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/b67ba36a-af3e-4b36-9d89-4cdfc2ceeec7.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/d8baecb0-6efb-483e-b553-57c934aa54af.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/f1e3d95c-4f66-42c6-89c5-4caa182ee8e0.jpg (deflated 2%)\n", + " adding: black_or_not/Black People Faces/0d3442de-7cfb-4f09-a8aa-67d7756e5dfa.jpg (deflated 7%)\n", + " adding: black_or_not/Black People Faces/97b2bc69-1c6c-4813-8c9b-2e59be021da2.jpg (deflated 3%)\n", + " adding: black_or_not/Black People Faces/eaea5d75-1308-4f63-b086-a4e34aceb726.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/dd54c8f6-f39e-4ff1-ba32-30a7ba75bc2e.png (deflated 0%)\n", + " adding: black_or_not/Black People Faces/20b14f46-4e8f-4433-a50d-abb1887b2f07.jpg (deflated 3%)\n", + " adding: black_or_not/Black People Faces/caed9085-cbca-451b-854f-c83abe6f96c2.jpg (deflated 1%)\n", + " adding: black_or_not/Black People Faces/f51c5d68-7c15-481b-a9b4-4323c564edb5.jpg (deflated 2%)\n", + " adding: black_or_not/Black People Faces/7bcde7b1-60bf-4a25-be70-999fe14cbcb1.jpg (deflated 2%)\n", + " adding: black_or_not/Black People Faces/5f8d23b8-6062-4f5e-88b8-df15bbdc9edc.jpg (deflated 1%)\n", + " adding: black_or_not/Black People Faces/96880c25-d6a9-49e8-ace1-9597f807eb9c.png (deflated 0%)\n", + " adding: black_or_not/Black People 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adding: black_or_not/White People Faces/283a5f75-aa4c-43a7-86ce-8b209b17b0a8.jpg (deflated 3%)\n", + " adding: black_or_not/White People Faces/1e5c56cc-75e3-46e3-a24e-9311be62bfe5.jpg (deflated 1%)\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "from google.colab import files\n", + "files.download('dataset.zip')\n" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 17 + }, + "id": "zcpH5tbd2Q3U", + "outputId": "49ffa230-a004-46d6-c7e2-5a96b068d6e3" + }, + "execution_count": 47, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "application/javascript": [ + "\n", + " async function download(id, filename, size) {\n", + " if (!google.colab.kernel.accessAllowed) {\n", + " return;\n", + " }\n", + " const div = document.createElement('div');\n", + " const label = document.createElement('label');\n", + " label.textContent = `Downloading \"${filename}\": `;\n", + " div.appendChild(label);\n", + " const progress = document.createElement('progress');\n", + " progress.max = size;\n", + " div.appendChild(progress);\n", + " document.body.appendChild(div);\n", + "\n", + " const buffers = [];\n", + " let downloaded = 0;\n", + "\n", + " const channel = await google.colab.kernel.comms.open(id);\n", + " // Send a message to notify the kernel that we're ready.\n", + " channel.send({})\n", + "\n", + " for await (const message of channel.messages) {\n", + " // Send a message to notify the kernel that we're ready.\n", + " channel.send({})\n", + " if (message.buffers) {\n", + " for (const buffer of message.buffers) {\n", + " buffers.push(buffer);\n", + " downloaded += buffer.byteLength;\n", + " progress.value = downloaded;\n", + " }\n", + " }\n", + " }\n", + " const blob = new Blob(buffers, {type: 'application/binary'});\n", + " const a = document.createElement('a');\n", + " a.href = window.URL.createObjectURL(blob);\n", + " a.download = filename;\n", + " div.appendChild(a);\n", + " a.click();\n", + " div.remove();\n", + " }\n", + " " + ] + }, + "metadata": {} + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "application/javascript": [ + "download(\"download_1b0b022c-32bd-4769-8d3a-4201d15c511b\", \"dataset.zip\", 3941566)" + ] + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [], + "metadata": { + "id": "Lygw09uT2dci" + }, + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file