Upload lscp_DataSet.ipynb

lscp_DataSet.ipynb

@@ -0,0 +1,191 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": []
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "cells": [
+    {
+      "cell_type": "code",
+      "source": [
+        "!pip install -q datasets"
+      ],
+      "metadata": {
+        "id": "2qqQTNJwG9nq"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "!huggingface-cli login --token toooooookeeeeeen"
+      ],
+      "metadata": {
+        "id": "zX5wF0ckFDgp"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "0hetyPDEExaQ"
+      },
+      "outputs": [],
+      "source": [
+        "!curl --remote-name-all https://lindat.mff.cuni.cz/repository/xmlui/bitstream/handle/11234/1-3195/lscp-0.5-fa-cs.7z\n",
+        "!7z -y e \"lscp-0.5-fa-cs.7z\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import pandas as pd\n",
+        "df = pd.read_csv(\"lscp-0.5-fa-cs.txt\", sep=\"@@@@\" ,names=[ 'text'])"
+      ],
+      "metadata": {
+        "id": "UK7MZn5_E1Vg"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df.iloc[0:10]"
+      ],
+      "metadata": {
+        "id": "06_9eulXE3KC"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df['text'][:10].to_csv(\"1111lscptest.csv\",index=False)"
+      ],
+      "metadata": {
+        "id": "sToNTy_AIgoD"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df.dropna()"
+      ],
+      "metadata": {
+        "id": "--Op1EQnVuPO"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "fa_token = ['ا','ل','ر','م','ن','و','د','ب','ت','س',\n",
+        "                  'ی','ه','ع','ح','ف','ش','ق','ج','ز','خ','ک','ص',\n",
+        "                  'ط','أ','گ','پ','غ','ض','آ','ئ','ث','چ','ظ']\n",
+        "\n",
+        "def isfarsi(x):\n",
+        "    if x[0] in fa_token or x[-1] in fa_token:\n",
+        "        return True\n",
+        "    else:\n",
+        "        return False\n",
+        "\n",
+        "#cf = pd.read_csv(\"/content/1111lscptest.csv\" ,names=[ 'text'])\n",
+        "df['isfarsi'] = df['text'].apply(isfarsi)\n",
+        "df.iloc[:100]"
+      ],
+      "metadata": {
+        "id": "4qpDuUv7VvUX"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "df.describe()"
+      ],
+      "metadata": {
+        "id": "q1JeSfj8ZJkX"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "newdf = df[(df.isfarsi == True)]\n",
+        "newdf.describe()"
+      ],
+      "metadata": {
+        "id": "usQLQBIiZC6u"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "newdf.dropna()\n",
+        "newdf['text'][:6000000].to_csv(\"lscptrain.csv\" , index=False)\n",
+        "newdf['text'][6000000:].to_csv(\"lscptest.csv\" , index=False)"
+      ],
+      "metadata": {
+        "id": "Lr0DiXJ3E5M0"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from datasets import load_dataset\n",
+        "dataset = load_dataset(\"csv\", data_files={\"train\": [\"/content/lscptrain.csv\"], \"test\": \"/content/lscptest.csv\"})"
+      ],
+      "metadata": {
+        "id": "4p9yKtoBE7pc"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "dataset.push_to_hub(\"Aleereza/lscp\")"
+      ],
+      "metadata": {
+        "id": "zHtP2IqdE9qk"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from datasets import load_dataset\n",
+        "dataset = load_dataset( \"Aleereza/lscp\", split=\"train\")"
+      ],
+      "metadata": {
+        "id": "ZQl1AmokE_Oa"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ]
+}