diff --git "a/preprocess_data.ipynb" "b/preprocess_data.ipynb" deleted file mode 100644--- "a/preprocess_data.ipynb" +++ /dev/null @@ -1,3836 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "3kZD2vXl4MXU", - "outputId": "6c74a96a-46fe-4b49-ceb9-cac5582c45e5" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/content/drive/MyDrive/QA_pt\n", - "Get:1 http://security.ubuntu.com/ubuntu bionic-security InRelease [88.7 kB]\n", - "Get:2 https://cloud.r-project.org/bin/linux/ubuntu bionic-cran40/ InRelease [3,626 B]\n", - "Ign:3 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 InRelease\n", - "Hit:4 https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64 InRelease\n", - "Hit:5 https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64 Release\n", - "Get:6 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic InRelease [15.9 kB]\n", - "Hit:7 http://archive.ubuntu.com/ubuntu bionic InRelease\n", - "Get:8 http://archive.ubuntu.com/ubuntu bionic-updates InRelease [88.7 kB]\n", - "Hit:9 http://ppa.launchpad.net/cran/libgit2/ubuntu bionic InRelease\n", - "Hit:10 http://ppa.launchpad.net/deadsnakes/ppa/ubuntu bionic InRelease\n", - "Get:11 http://archive.ubuntu.com/ubuntu bionic-backports InRelease [83.3 kB]\n", - "Hit:12 http://ppa.launchpad.net/graphics-drivers/ppa/ubuntu bionic InRelease\n", - "Get:13 http://security.ubuntu.com/ubuntu bionic-security/restricted amd64 Packages [1,226 kB]\n", - "Get:14 http://security.ubuntu.com/ubuntu bionic-security/main amd64 Packages [3,040 kB]\n", - "Get:16 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main Sources [2,213 kB]\n", - "Get:17 http://ppa.launchpad.net/c2d4u.team/c2d4u4.0+/ubuntu bionic/main amd64 Packages [1,132 kB]\n", - "Get:18 http://archive.ubuntu.com/ubuntu bionic-updates/main amd64 Packages [3,472 kB]\n", - "Get:19 http://archive.ubuntu.com/ubuntu bionic-updates/restricted amd64 Packages [1,267 kB]\n", - "Fetched 12.6 MB in 5s (2,341 kB/s)\n", - "Reading package lists... 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" Attempting uninstall: dill\n", - " Found existing installation: dill 0.3.6\n", - " Uninstalling dill-0.3.6:\n", - " Successfully uninstalled dill-0.3.6\n", - "Successfully installed datasets-2.6.1 dill-0.3.5.1 huggingface-hub-0.10.1 multiprocess-0.70.13 pyenchant-3.2.2 responses-0.18.0 urllib3-1.25.11 xxhash-3.1.0\n" - ] - } - ], - "source": [ - "workdir = \"/content/drive/MyDrive/QA_pt\"\n", - "%mkdir {workdir}\n", - "!export HF_DATASETS_CACHE=\"{workdir}/cache_huggingface\"\n", - "\n", - "cache_dir=f\"{workdir}/cache_huggingface\"\n", - "\n", - "%cd {workdir}\n", - "\n", - "!apt update -y\n", - "!apt install -y enchant libenchant-dev hunspell-pt-br\n", - "!pip install pyenchant datasets pycountry" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "id": "cl0mVatz7EIo" - }, - "outputs": [], - "source": [ - "from datasets import load_dataset\n", - "import enchant\n", - "import re\n", - "\n", - "def is_portuguese(text: str) -> bool:\n", - " words = re.split(r'\\s', text)\n", - " words = [w for w in words if w.isalpha()]\n", - " pt_words = [w for w in words if spell.check(w)]\n", - "\n", - " return len(pt_words) >= 3\n", - "\n", - "spell = enchant.Dict(\"pt_BR\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 363, - "referenced_widgets": [ - "39519ff2453c440ba6e82b6eb79e16c5", - "794b5bbd816f4d069981459e847fe251", - "8d392d3b957b460ba744f4b58d233450", - "5a58cd791fc2485dbbbe6237fa6d5fd6", - "6c172d851a8f4a3a9724cd3857280678", - "22d8500e60ef47c1a96530eb72d9cd61", - "70d042af273c4ac6a5c02bec875bd69d", - "87c1586197ff420dbafde5bd872d2459", - "7a4cb950b4a842d6b9e8a325dfc777c3", - "d20d2b8e4d334963826f86aec167b2cb", - "ef313f6dc35f4fef97b38f8dbb032ceb", - "da700f026a894b249a0a29cde51eeb5a", - "47843bdedddd498db3d5074ef939dd83", - "b9b92087f5b1405eba29551f7dc32a0f", - "9650446ad3674ceeac52e0668f43053b", - "a97981e290974c078e7ffae855cf952d", - "1d7539b118884f7bb33f9bbf4af7ee5e", - 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] - }, - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "39519ff2453c440ba6e82b6eb79e16c5", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Downloading data: 0%| | 0.00/863M [00:00