initial commit

createdata.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "        name  value\n",
+      "0  example-1   0.64\n",
+      "1  example-2   0.03\n",
+      "2  example-3   0.28\n",
+      "3  example-4   0.22\n",
+      "4  example-5   0.74\n",
+      "         name  value\n",
+      "0   example-6   0.68\n",
+      "1   example-7   0.89\n",
+      "2   example-8   0.09\n",
+      "3   example-9   0.42\n",
+      "4  example-10   0.03\n"
+     ]
+    }
+   ],
+   "source": [
+    "# create df with two cols, name and value. name is string \"example-1\", \"example-2\", ect, value is random number betwee 0 an 1\n",
+    "import pandas as pd\n",
+    "\n",
+    "import random\n",
+    "random.seed(42)\n",
+    "from random import random\n",
+    "\n",
+    "data = [{'name': f'example-{i}', 'value': round(random(), 2)} for i in range(1, 6)]\n",
+    "df1 = pd.DataFrame(data)\n",
+    "\n",
+    "data = [{'name': f'example-{i}', 'value': round(random(), 2)} for i in range(6, 11)]\n",
+    "df2 = pd.DataFrame(data)\n",
+    "\n",
+    "print(df1)\n",
+    "print(df2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# create data1 and data2 directories\n",
+    "import os\n",
+    "os.makedirs('data1', exist_ok=True)\n",
+    "os.makedirs('data2', exist_ok=True)\n",
+    "\n",
+    "# save dataframes to parquet files called train.parquet in each dir\n",
+    "df1.to_parquet('data1/train.parquet')\n",
+    "df2.to_parquet('data2/train.parquet')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv311",
+   "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": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

data1/train.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c26718ea85ebff8b49193567b375ebcf768961c59d8ae291cd224a73aa0f4189
+size 2307

data2/train.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2a0ea782a137717b6d8b41cdf57c9ba77ecbce6c104f1ca82cf6625230eeeb4e
+size 2312