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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 50,
+ "id": "9fdccc99-04bd-4d5b-b632-101b669ffb7e",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "\n",
+ "\n",
+ "import pandas as pd\n",
+ "import pyarrow as pa\n",
+ "import pyarrow.parquet as pq\n",
+ "import pyarrow.dataset as ds\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 51,
+ "id": "a10bff4c-f5f6-4102-8151-2c4020b9d2d6",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "n = 10000\n",
+ "df = ds.dataset('data/').scanner().head(n).to_pandas()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 49,
+ "id": "b07c097e-6857-4fad-900a-a9643fb5dc9d",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "for i in range(n):\n",
+ " row = df.iloc[i]\n",
+ " with open(f'corpus/{i}.jpg', 'wb') as f:\n",
+ " f.write(row.image['bytes'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 62,
+ "id": "2080bb6f-44df-4b45-8bc2-308105b89e09",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "artists = {\n",
+ " i: int(df.iloc[i].artist) for i in range(n)\n",
+ "}"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 63,
+ "id": "e91afe69-1722-426f-862e-b3ce98207d35",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import json\n",
+ "with open(f'artists.js', 'w') as f:\n",
+ " f.write('var artists = ' + json.dumps(artists))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "f44450c8-30c5-4fc1-90a8-53e33b94ee65",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "649daac5-2a2c-4af2-8120-e5b80838bd9b",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "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": "3.11.6"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}