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Upload Tatoeba_Translations.ipynb
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Tatoeba_Translations.ipynb
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"_model_module_version": "1.5.0",
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"_model_name": "DescriptionStyleModel",
|
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"_view_count": null,
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+
"_view_module": "@jupyter-widgets/base",
|
| 616 |
+
"_view_module_version": "1.2.0",
|
| 617 |
+
"_view_name": "StyleView",
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| 618 |
+
"description_width": ""
|
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+
}
|
| 620 |
+
}
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+
}
|
| 622 |
+
}
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+
},
|
| 624 |
+
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|
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{
|
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"metadata": {
|
| 629 |
+
"id": "3lM_v5P9LO_L"
|
| 630 |
+
},
|
| 631 |
+
"outputs": [],
|
| 632 |
+
"source": [
|
| 633 |
+
"!wget https://downloads.tatoeba.org/exports/sentences.tar.bz2\n",
|
| 634 |
+
"!wget https://downloads.tatoeba.org/exports/sentences_base.tar.bz2"
|
| 635 |
+
]
|
| 636 |
+
},
|
| 637 |
+
{
|
| 638 |
+
"cell_type": "code",
|
| 639 |
+
"source": [
|
| 640 |
+
"!tar -xfv sentences.tar.bz2\n",
|
| 641 |
+
"!tar -xfv sentences_base.tar.bz2"
|
| 642 |
+
],
|
| 643 |
+
"metadata": {
|
| 644 |
+
"id": "96Z-fnVPLYvv"
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| 645 |
+
},
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| 646 |
+
"execution_count": null,
|
| 647 |
+
"outputs": []
|
| 648 |
+
},
|
| 649 |
+
{
|
| 650 |
+
"cell_type": "code",
|
| 651 |
+
"source": [
|
| 652 |
+
"!wc -l sentences.csv\n",
|
| 653 |
+
"!head sentences.csv\n",
|
| 654 |
+
"!echo\n",
|
| 655 |
+
"!wc -l sentences_base.csv\n",
|
| 656 |
+
"!head sentences_base.csv"
|
| 657 |
+
],
|
| 658 |
+
"metadata": {
|
| 659 |
+
"colab": {
|
| 660 |
+
"base_uri": "https://localhost:8080/"
|
| 661 |
+
},
|
| 662 |
+
"id": "dKKpig4eL4fL",
|
| 663 |
+
"outputId": "ea2698d1-71ac-4119-ed70-1f870e542025"
|
| 664 |
+
},
|
| 665 |
+
"execution_count": null,
|
| 666 |
+
"outputs": [
|
| 667 |
+
{
|
| 668 |
+
"output_type": "stream",
|
| 669 |
+
"name": "stdout",
|
| 670 |
+
"text": [
|
| 671 |
+
"12449826 sentences.csv\n",
|
| 672 |
+
"1\tcmn\t我們試試看！\n",
|
| 673 |
+
"2\tcmn\t我该去睡觉了。\n",
|
| 674 |
+
"3\tcmn\t你在干什麼啊？\n",
|
| 675 |
+
"4\tcmn\t這是什麼啊？\n",
|
| 676 |
+
"5\tcmn\t今天是６月１８号，也是Muiriel的生日！\n",
|
| 677 |
+
"6\tcmn\t生日快乐，Muiriel！\n",
|
| 678 |
+
"7\tcmn\tMuiriel现在20岁了。\n",
|
| 679 |
+
"8\tcmn\t密码是\"Muiriel\"。\n",
|
| 680 |
+
"9\tcmn\t我很快就會回來。\n",
|
| 681 |
+
"10\tcmn\t我不知道。\n",
|
| 682 |
+
"\n",
|
| 683 |
+
"12449826 sentences_base.csv\n",
|
| 684 |
+
"1\t\\N\n",
|
| 685 |
+
"2\t\\N\n",
|
| 686 |
+
"3\t\\N\n",
|
| 687 |
+
"4\t\\N\n",
|
| 688 |
+
"5\t\\N\n",
|
| 689 |
+
"6\t\\N\n",
|
| 690 |
+
"7\t\\N\n",
|
| 691 |
+
"8\t\\N\n",
|
| 692 |
+
"9\t\\N\n",
|
| 693 |
+
"10\t\\N\n"
|
| 694 |
+
]
|
| 695 |
+
}
|
| 696 |
+
]
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+
},
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| 698 |
+
{
|
| 699 |
+
"cell_type": "code",
|
| 700 |
+
"source": [
|
| 701 |
+
"!pip3 install polars datasets -q"
|
| 702 |
+
],
|
| 703 |
+
"metadata": {
|
| 704 |
+
"id": "HHHmW1CpM6I1"
|
| 705 |
+
},
|
| 706 |
+
"execution_count": null,
|
| 707 |
+
"outputs": []
|
| 708 |
+
},
|
| 709 |
+
{
|
| 710 |
+
"cell_type": "code",
|
| 711 |
+
"source": [
|
| 712 |
+
"from polars import Config\n",
|
| 713 |
+
"\n",
|
| 714 |
+
"Config.set_fmt_str_lengths(1000)"
|
| 715 |
+
],
|
| 716 |
+
"metadata": {
|
| 717 |
+
"id": "4RA9DsT-hduI"
|
| 718 |
+
},
|
| 719 |
+
"execution_count": null,
|
| 720 |
+
"outputs": []
|
| 721 |
+
},
|
| 722 |
+
{
|
| 723 |
+
"cell_type": "code",
|
| 724 |
+
"source": [
|
| 725 |
+
"import polars as pl\n",
|
| 726 |
+
"\n",
|
| 727 |
+
"df_sents = pl.read_csv(\"sentences.csv\",\n",
|
| 728 |
+
" has_header=False,\n",
|
| 729 |
+
" separator=\"\\t\",\n",
|
| 730 |
+
" quote_char=\"\",\n",
|
| 731 |
+
" null_values=\"\\\\N\",\n",
|
| 732 |
+
" new_columns=[\"ID\", \"Lang\", \"Sentence\"])\n",
|
| 733 |
+
"\n",
|
| 734 |
+
"print(df_sents.shape)\n",
|
| 735 |
+
"\n",
|
| 736 |
+
"# Drop nulls\n",
|
| 737 |
+
"df_sents = df_sents.drop_nulls()\n",
|
| 738 |
+
"print(df_sents.shape)\n",
|
| 739 |
+
"\n",
|
| 740 |
+
"df_sents.head()"
|
| 741 |
+
],
|
| 742 |
+
"metadata": {
|
| 743 |
+
"colab": {
|
| 744 |
+
"base_uri": "https://localhost:8080/",
|
| 745 |
+
"height": 291
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+
},
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"id": "5pqpIfS9M95r",
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"outputId": "fc758659-1dbc-4b49-c9d3-29a6dc307429"
|
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+
},
|
| 750 |
+
"execution_count": null,
|
| 751 |
+
"outputs": [
|
| 752 |
+
{
|
| 753 |
+
"output_type": "stream",
|
| 754 |
+
"name": "stdout",
|
| 755 |
+
"text": [
|
| 756 |
+
"(12449826, 3)\n",
|
| 757 |
+
"(12449352, 3)\n"
|
| 758 |
+
]
|
| 759 |
+
},
|
| 760 |
+
{
|
| 761 |
+
"output_type": "execute_result",
|
| 762 |
+
"data": {
|
| 763 |
+
"text/plain": [
|
| 764 |
+
"shape: (5, 3)\n",
|
| 765 |
+
"┌─────┬──────┬───────────────────────────────────────┐\n",
|
| 766 |
+
"│ ID ┆ Lang ┆ Sentence │\n",
|
| 767 |
+
"│ --- ┆ --- ┆ --- │\n",
|
| 768 |
+
"│ i64 ┆ str ┆ str │\n",
|
| 769 |
+
"╞═════╪══════╪═══════════════════════════════════════╡\n",
|
| 770 |
+
"│ 1 ┆ cmn ┆ 我們試試看！ │\n",
|
| 771 |
+
"│ 2 ┆ cmn ┆ 我该去睡觉了。 │\n",
|
| 772 |
+
"│ 3 ┆ cmn ┆ 你在干什麼啊？ │\n",
|
| 773 |
+
"│ 4 ┆ cmn ┆ 這是什麼啊？ │\n",
|
| 774 |
+
"│ 5 ┆ cmn ┆ 今天是６月１８号，也是Muiriel的生日！ │\n",
|
| 775 |
+
"└─────┴──────┴───────────────────────────────────────┘"
|
| 776 |
+
],
|
| 777 |
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"text/html": [
|
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"<div><style>\n",
|
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".dataframe > thead > tr,\n",
|
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".dataframe > tbody > tr {\n",
|
| 781 |
+
" text-align: right;\n",
|
| 782 |
+
" white-space: pre-wrap;\n",
|
| 783 |
+
"}\n",
|
| 784 |
+
"</style>\n",
|
| 785 |
+
"<small>shape: (5, 3)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>ID</th><th>Lang</th><th>Sentence</th></tr><tr><td>i64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>1</td><td>"cmn"</td><td>"我們試試看！"</td></tr><tr><td>2</td><td>"cmn"</td><td>"我该去睡觉了。"</td></tr><tr><td>3</td><td>"cmn"</td><td>"你在干什麼啊？"</td></tr><tr><td>4</td><td>"cmn"</td><td>"這是什麼啊？"</td></tr><tr><td>5</td><td>"cmn"</td><td>"今天是６月１８号，也是Muiriel的生日！"</td></tr></tbody></table></div>"
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{
|
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"cell_type": "code",
|
| 795 |
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"source": [
|
| 796 |
+
"df_mapping = pl.read_csv(\"sentences_base.csv\",\n",
|
| 797 |
+
" has_header=False,\n",
|
| 798 |
+
" separator=\"\\t\",\n",
|
| 799 |
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" quote_char=\"\",\n",
|
| 800 |
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" null_values=\"\\\\N\",\n",
|
| 801 |
+
" new_columns=[\"ID\", \"id_src\"])\n",
|
| 802 |
+
"\n",
|
| 803 |
+
"print(df_mapping.shape)\n",
|
| 804 |
+
"\n",
|
| 805 |
+
"# Drop nulls\n",
|
| 806 |
+
"df_mapping = df_mapping.drop_nulls()\n",
|
| 807 |
+
"\n",
|
| 808 |
+
"# Convert to Int\n",
|
| 809 |
+
"df_mapping = df_mapping.with_columns(\n",
|
| 810 |
+
" pl.col(\"id_src\").cast(pl.Int64)\n",
|
| 811 |
+
" )\n",
|
| 812 |
+
"print(df_mapping.shape)\n",
|
| 813 |
+
"\n",
|
| 814 |
+
"df_mapping = df_mapping.filter(\n",
|
| 815 |
+
" pl.col(\"id_src\") > 0\n",
|
| 816 |
+
" )\n",
|
| 817 |
+
"\n",
|
| 818 |
+
"print(df_mapping.shape)\n",
|
| 819 |
+
"\n",
|
| 820 |
+
"df_mapping"
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| 821 |
+
],
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| 831 |
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"outputs": [
|
| 832 |
+
{
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| 833 |
+
"output_type": "stream",
|
| 834 |
+
"name": "stdout",
|
| 835 |
+
"text": [
|
| 836 |
+
"(12449826, 2)\n",
|
| 837 |
+
"(12121285, 2)\n",
|
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"(8706605, 2)\n"
|
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"output_type": "execute_result",
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"text/plain": [
|
| 845 |
+
"shape: (8_706_605, 2)\n",
|
| 846 |
+
"┌──────────┬──────────┐\n",
|
| 847 |
+
"│ ID ┆ id_src │\n",
|
| 848 |
+
"│ --- ┆ --- │\n",
|
| 849 |
+
"│ i64 ┆ i64 │\n",
|
| 850 |
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"╞══════════╪══════════╡\n",
|
| 851 |
+
"│ 330930 ┆ 270958 │\n",
|
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"│ 330931 ┆ 138554 │\n",
|
| 853 |
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"│ 330932 ┆ 56531 │\n",
|
| 854 |
+
"│ 330933 ┆ 56532 │\n",
|
| 855 |
+
"│ 330934 ┆ 260636 │\n",
|
| 856 |
+
"│ … ┆ … │\n",
|
| 857 |
+
"│ 12910360 ┆ 8433336 │\n",
|
| 858 |
+
"│ 12910361 ┆ 12909955 │\n",
|
| 859 |
+
"│ 12910362 ┆ 9518807 │\n",
|
| 860 |
+
"│ 12910363 ┆ 12910176 │\n",
|
| 861 |
+
"│ 12910366 ┆ 387265 │\n",
|
| 862 |
+
"└──────────┴──────────┘"
|
| 863 |
+
],
|
| 864 |
+
"text/html": [
|
| 865 |
+
"<div><style>\n",
|
| 866 |
+
".dataframe > thead > tr,\n",
|
| 867 |
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".dataframe > tbody > tr {\n",
|
| 868 |
+
" text-align: right;\n",
|
| 869 |
+
" white-space: pre-wrap;\n",
|
| 870 |
+
"}\n",
|
| 871 |
+
"</style>\n",
|
| 872 |
+
"<small>shape: (8_706_605, 2)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>ID</th><th>id_src</th></tr><tr><td>i64</td><td>i64</td></tr></thead><tbody><tr><td>330930</td><td>270958</td></tr><tr><td>330931</td><td>138554</td></tr><tr><td>330932</td><td>56531</td></tr><tr><td>330933</td><td>56532</td></tr><tr><td>330934</td><td>260636</td></tr><tr><td>…</td><td>…</td></tr><tr><td>12910360</td><td>8433336</td></tr><tr><td>12910361</td><td>12909955</td></tr><tr><td>12910362</td><td>9518807</td></tr><tr><td>12910363</td><td>12910176</td></tr><tr><td>12910366</td><td>387265</td></tr></tbody></table></div>"
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]
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},
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"metadata": {},
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| 876 |
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"execution_count": 3
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|
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| 880 |
+
{
|
| 881 |
+
"cell_type": "code",
|
| 882 |
+
"source": [
|
| 883 |
+
"# Join df_sents and df_mapping on the ID column\n",
|
| 884 |
+
"combined = df_sents.join(df_mapping, on=\"ID\").drop_nulls()\n",
|
| 885 |
+
"\n",
|
| 886 |
+
"combined = combined.rename({\"ID\": \"id_tgt\",\n",
|
| 887 |
+
" \"Lang\": \"lang_tgt\",\n",
|
| 888 |
+
" \"Sentence\": \"sentence_tgt\"})\n",
|
| 889 |
+
"print(combined.shape)\n",
|
| 890 |
+
"combined.head()"
|
| 891 |
+
],
|
| 892 |
+
"metadata": {
|
| 893 |
+
"colab": {
|
| 894 |
+
"base_uri": "https://localhost:8080/",
|
| 895 |
+
"height": 273
|
| 896 |
+
},
|
| 897 |
+
"id": "XR4q7j0iOmDU",
|
| 898 |
+
"outputId": "8725730f-d08e-44d0-e55c-fc72012388b3"
|
| 899 |
+
},
|
| 900 |
+
"execution_count": null,
|
| 901 |
+
"outputs": [
|
| 902 |
+
{
|
| 903 |
+
"output_type": "stream",
|
| 904 |
+
"name": "stdout",
|
| 905 |
+
"text": [
|
| 906 |
+
"(8706319, 4)\n"
|
| 907 |
+
]
|
| 908 |
+
},
|
| 909 |
+
{
|
| 910 |
+
"output_type": "execute_result",
|
| 911 |
+
"data": {
|
| 912 |
+
"text/plain": [
|
| 913 |
+
"shape: (5, 4)\n",
|
| 914 |
+
"┌────────┬──────────┬──────────────────────────────────────────────────────┬────────┐\n",
|
| 915 |
+
"│ id_tgt ┆ lang_tgt ┆ sentence_tgt ┆ id_src │\n",
|
| 916 |
+
"│ --- ┆ --- ┆ --- ┆ --- │\n",
|
| 917 |
+
"│ i64 ┆ str ┆ str ┆ i64 │\n",
|
| 918 |
+
"╞════════╪══════════╪══════════════════════════════════════════════════════╪════════╡\n",
|
| 919 |
+
"│ 330930 ┆ fra ┆ Rien ne vaut le sommeil. ┆ 270958 │\n",
|
| 920 |
+
"│ 330931 ┆ fra ┆ Essayez de faire preuve de patience avec les autres. ┆ 138554 │\n",
|
| 921 |
+
"│ 330932 ┆ fra ┆ Tous ces œufs ne sont pas frais. ┆ 56531 │\n",
|
| 922 |
+
"│ 330933 ┆ fra ┆ Aucun de ces œufs n'est frais. ┆ 56532 │\n",
|
| 923 |
+
"│ 330934 ┆ fra ┆ On m'a nommé d'après lui. ┆ 260636 │\n",
|
| 924 |
+
"└────────┴──────────┴──────────────────────────────────────────────────────┴────────┘"
|
| 925 |
+
],
|
| 926 |
+
"text/html": [
|
| 927 |
+
"<div><style>\n",
|
| 928 |
+
".dataframe > thead > tr,\n",
|
| 929 |
+
".dataframe > tbody > tr {\n",
|
| 930 |
+
" text-align: right;\n",
|
| 931 |
+
" white-space: pre-wrap;\n",
|
| 932 |
+
"}\n",
|
| 933 |
+
"</style>\n",
|
| 934 |
+
"<small>shape: (5, 4)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>id_tgt</th><th>lang_tgt</th><th>sentence_tgt</th><th>id_src</th></tr><tr><td>i64</td><td>str</td><td>str</td><td>i64</td></tr></thead><tbody><tr><td>330930</td><td>"fra"</td><td>"Rien ne vaut le sommeil."</td><td>270958</td></tr><tr><td>330931</td><td>"fra"</td><td>"Essayez de faire preuve de patience avec les autres."</td><td>138554</td></tr><tr><td>330932</td><td>"fra"</td><td>"Tous ces œufs ne sont pas frais."</td><td>56531</td></tr><tr><td>330933</td><td>"fra"</td><td>"Aucun de ces œufs n'est frais."</td><td>56532</td></tr><tr><td>330934</td><td>"fra"</td><td>"On m'a nommé d'après lui."</td><td>260636</td></tr></tbody></table></div>"
|
| 935 |
+
]
|
| 936 |
+
},
|
| 937 |
+
"metadata": {},
|
| 938 |
+
"execution_count": 5
|
| 939 |
+
}
|
| 940 |
+
]
|
| 941 |
+
},
|
| 942 |
+
{
|
| 943 |
+
"cell_type": "code",
|
| 944 |
+
"source": [
|
| 945 |
+
"# Perform a self-join to fetch the translation sentence\n",
|
| 946 |
+
"df_translations = combined.join(df_sents.rename({\"ID\": \"id_src\",\n",
|
| 947 |
+
" \"Lang\": \"lang_src\",\n",
|
| 948 |
+
" \"Sentence\": \"sentence_src\"}),\n",
|
| 949 |
+
" left_on=\"id_src\",\n",
|
| 950 |
+
" right_on=\"id_src\",\n",
|
| 951 |
+
" how=\"left\"\n",
|
| 952 |
+
" )\n",
|
| 953 |
+
"print(df_translations.shape)\n",
|
| 954 |
+
"\n",
|
| 955 |
+
"df_translations = df_translations.drop_nulls()\n",
|
| 956 |
+
"print(df_translations.shape)\n",
|
| 957 |
+
"\n",
|
| 958 |
+
"df_translations.head()"
|
| 959 |
+
],
|
| 960 |
+
"metadata": {
|
| 961 |
+
"colab": {
|
| 962 |
+
"base_uri": "https://localhost:8080/",
|
| 963 |
+
"height": 291
|
| 964 |
+
},
|
| 965 |
+
"id": "pJthsuZBOmGE",
|
| 966 |
+
"outputId": "c9726637-7622-46df-d987-fdc5e9f0ca68"
|
| 967 |
+
},
|
| 968 |
+
"execution_count": null,
|
| 969 |
+
"outputs": [
|
| 970 |
+
{
|
| 971 |
+
"output_type": "stream",
|
| 972 |
+
"name": "stdout",
|
| 973 |
+
"text": [
|
| 974 |
+
"(8706319, 6)\n",
|
| 975 |
+
"(8651840, 6)\n"
|
| 976 |
+
]
|
| 977 |
+
},
|
| 978 |
+
{
|
| 979 |
+
"output_type": "execute_result",
|
| 980 |
+
"data": {
|
| 981 |
+
"text/plain": [
|
| 982 |
+
"shape: (5, 6)\n",
|
| 983 |
+
"┌────────┬──────────┬─────────────────────────────┬────────┬──────────┬────────────────────────────┐\n",
|
| 984 |
+
"│ id_tgt ┆ lang_tgt ┆ sentence_tgt ┆ id_src ┆ lang_src ┆ sentence_src │\n",
|
| 985 |
+
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
|
| 986 |
+
"│ i64 ┆ str ┆ str ┆ i64 ┆ str ┆ str │\n",
|
| 987 |
+
"╞════════╪══════════╪═════════════════════════════╪════════╪══════════╪════════════════════════════╡\n",
|
| 988 |
+
"│ 330930 ┆ fra ┆ Rien ne vaut le sommeil. ┆ 270958 ┆ eng ┆ There is nothing like │\n",
|
| 989 |
+
"│ ┆ ┆ ┆ ┆ ┆ sleep. │\n",
|
| 990 |
+
"│ 330931 ┆ fra ┆ Essayez de faire preuve de ┆ 138554 ┆ jpn ┆ 他人には辛抱するようにしな │\n",
|
| 991 |
+
"│ ┆ ┆ patience avec les autres. ┆ ┆ ┆ さい。 │\n",
|
| 992 |
+
"│ 330932 ┆ fra ┆ Tous ces œufs ne sont pas ┆ 56531 ┆ eng ┆ Not all of these eggs are │\n",
|
| 993 |
+
"│ ┆ ┆ frais. ┆ ┆ ┆ fresh. │\n",
|
| 994 |
+
"│ 330933 ┆ fra ┆ Aucun de ces œufs n'est ┆ 56532 ┆ eng ┆ None of these eggs are │\n",
|
| 995 |
+
"│ ┆ ┆ frais. ┆ ┆ ┆ fresh. │\n",
|
| 996 |
+
"│ 330934 ┆ fra ┆ On m'a nommé d'après lui. ┆ 260636 ┆ eng ┆ My name was called after │\n",
|
| 997 |
+
"│ ┆ ┆ ┆ ┆ ┆ his name. │\n",
|
| 998 |
+
"└────────┴──────────┴─────────────────────────────┴────────┴──────────┴────────────────────────────┘"
|
| 999 |
+
],
|
| 1000 |
+
"text/html": [
|
| 1001 |
+
"<div><style>\n",
|
| 1002 |
+
".dataframe > thead > tr,\n",
|
| 1003 |
+
".dataframe > tbody > tr {\n",
|
| 1004 |
+
" text-align: right;\n",
|
| 1005 |
+
" white-space: pre-wrap;\n",
|
| 1006 |
+
"}\n",
|
| 1007 |
+
"</style>\n",
|
| 1008 |
+
"<small>shape: (5, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>id_tgt</th><th>lang_tgt</th><th>sentence_tgt</th><th>id_src</th><th>lang_src</th><th>sentence_src</th></tr><tr><td>i64</td><td>str</td><td>str</td><td>i64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>330930</td><td>"fra"</td><td>"Rien ne vaut le sommeil."</td><td>270958</td><td>"eng"</td><td>"There is nothing like sleep."</td></tr><tr><td>330931</td><td>"fra"</td><td>"Essayez de faire preuve de patience avec les autres."</td><td>138554</td><td>"jpn"</td><td>"他人には辛抱するようにしなさい。"</td></tr><tr><td>330932</td><td>"fra"</td><td>"Tous ces œufs ne sont pas frais."</td><td>56531</td><td>"eng"</td><td>"Not all of these eggs are fresh."</td></tr><tr><td>330933</td><td>"fra"</td><td>"Aucun de ces œufs n'est frais."</td><td>56532</td><td>"eng"</td><td>"None of these eggs are fresh."</td></tr><tr><td>330934</td><td>"fra"</td><td>"On m'a nommé d'après lui."</td><td>260636</td><td>"eng"</td><td>"My name was called after his name."</td></tr></tbody></table></div>"
|
| 1009 |
+
]
|
| 1010 |
+
},
|
| 1011 |
+
"metadata": {},
|
| 1012 |
+
"execution_count": 6
|
| 1013 |
+
}
|
| 1014 |
+
]
|
| 1015 |
+
},
|
| 1016 |
+
{
|
| 1017 |
+
"cell_type": "code",
|
| 1018 |
+
"source": [
|
| 1019 |
+
"df_translations = df_translations.unique().sort(\"lang_src\")\n",
|
| 1020 |
+
"print(df_translations.shape)\n",
|
| 1021 |
+
"\n",
|
| 1022 |
+
"df_translations = df_translations.select(\n",
|
| 1023 |
+
" [\n",
|
| 1024 |
+
" \"id_src\", \"lang_src\", \"sentence_src\", # Source columns\n",
|
| 1025 |
+
" \"id_tgt\", \"lang_tgt\", \"sentence_tgt\" # Target columns\n",
|
| 1026 |
+
"]\n",
|
| 1027 |
+
")\n",
|
| 1028 |
+
"df_translations"
|
| 1029 |
+
],
|
| 1030 |
+
"metadata": {
|
| 1031 |
+
"colab": {
|
| 1032 |
+
"base_uri": "https://localhost:8080/",
|
| 1033 |
+
"height": 478
|
| 1034 |
+
},
|
| 1035 |
+
"id": "cIYeWv5NOnG5",
|
| 1036 |
+
"outputId": "dd363c6e-9990-468d-d6f2-9176213f582c"
|
| 1037 |
+
},
|
| 1038 |
+
"execution_count": null,
|
| 1039 |
+
"outputs": [
|
| 1040 |
+
{
|
| 1041 |
+
"output_type": "stream",
|
| 1042 |
+
"name": "stdout",
|
| 1043 |
+
"text": [
|
| 1044 |
+
"(8651840, 6)\n"
|
| 1045 |
+
]
|
| 1046 |
+
},
|
| 1047 |
+
{
|
| 1048 |
+
"output_type": "execute_result",
|
| 1049 |
+
"data": {
|
| 1050 |
+
"text/plain": [
|
| 1051 |
+
"shape: (8_651_840, 6)\n",
|
| 1052 |
+
"┌──────────┬──────────┬───────────────────────────┬──────────┬──────────┬──────────────────────────┐\n",
|
| 1053 |
+
"│ id_src ┆ lang_src ┆ sentence_src ┆ id_tgt ┆ lang_tgt ┆ sentence_tgt │\n",
|
| 1054 |
+
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
|
| 1055 |
+
"│ i64 ┆ str ┆ str ┆ i64 ┆ str ┆ str │\n",
|
| 1056 |
+
"╞══════════╪══════════╪═══════════════════════════╪══════════╪══════════╪══════════════════════════╡\n",
|
| 1057 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ԥхасҭа ┆ 12894930 ┆ eng ┆ There’s no psychological │\n",
|
| 1058 |
+
"│ ┆ ┆ ыҟаӡам. ┆ ┆ ┆ harm. │\n",
|
| 1059 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ԥхасҭа ┆ 12894928 ┆ eng ┆ There is no │\n",
|
| 1060 |
+
"│ ┆ ┆ ыҟаӡам. ┆ ┆ ┆ psychological damage. │\n",
|
| 1061 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 4110864 ┆ yue ┆ 我食芝士。 │\n",
|
| 1062 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 3863883 ┆ ita ┆ Mangio formaggio. │\n",
|
| 1063 |
+
"│ 499353 ┆ acm ┆ واحد اسمه هنري كال يريد ┆ 3013431 ┆ tur ┆ Adı Henry olan biri sizi │\n",
|
| 1064 |
+
"│ ┆ ┆ يشوفك. ┆ ┆ ┆ görmek istedi. │\n",
|
| 1065 |
+
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
|
| 1066 |
+
"│ 12160925 ┆ zza ┆ Mi xo rê vizêrî ┆ 12330372 ┆ kmr ┆ Min do ji xwe re │\n",
|
| 1067 |
+
"│ ┆ ┆ komputerêka newîye ┆ ┆ ┆ kompîtureke nû kirî. │\n",
|
| 1068 |
+
"│ ┆ ┆ herînaye. ┆ ┆ ┆ │\n",
|
| 1069 |
+
"│ 9144120 ┆ zza ┆ Ti senîn î? ┆ 9244449 ┆ zza ┆ Ti senîn a? │\n",
|
| 1070 |
+
"│ 9144133 ┆ zza ┆ Ti kamca de bîyî? ┆ 9244408 ┆ zza ┆ Ti kamca de bîya? │\n",
|
| 1071 |
+
"│ 9394349 ┆ zza ┆ Va dür bo, bınê hardi de ┆ 9509054 ┆ tur ┆ Uzakta olsun da toprağın │\n",
|
| 1072 |
+
"│ ┆ ┆ mebo! ┆ ┆ ┆ altında olmasın. │\n",
|
| 1073 |
+
"│ 9394313 ┆ zza ┆ Uyo ke sarri rê rameno, ┆ 9509052 ┆ tur ┆ Başkaları için ekip │\n",
|
| 1074 |
+
"│ ┆ ┆ sarri rê çineno; rozê ┆ ┆ ┆ başkaları için biçen │\n",
|
| 1075 |
+
"│ ┆ ┆ yena ke vergi ra vêsan, ┆ ┆ ┆ kişi gün gelir kurttan │\n",
|
| 1076 |
+
"│ ┆ ┆ morri ra vıran maneno! ┆ ┆ ┆ aç, yılandan çıplak │\n",
|
| 1077 |
+
"│ ┆ ┆ ┆ ┆ ┆ kalır. │\n",
|
| 1078 |
+
"└──────────┴──────────┴───────────────────────────┴──────────┴──────────┴──────────────────────────┘"
|
| 1079 |
+
],
|
| 1080 |
+
"text/html": [
|
| 1081 |
+
"<div><style>\n",
|
| 1082 |
+
".dataframe > thead > tr,\n",
|
| 1083 |
+
".dataframe > tbody > tr {\n",
|
| 1084 |
+
" text-align: right;\n",
|
| 1085 |
+
" white-space: pre-wrap;\n",
|
| 1086 |
+
"}\n",
|
| 1087 |
+
"</style>\n",
|
| 1088 |
+
"<small>shape: (8_651_840, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>id_src</th><th>lang_src</th><th>sentence_src</th><th>id_tgt</th><th>lang_tgt</th><th>sentence_tgt</th></tr><tr><td>i64</td><td>str</td><td>str</td><td>i64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894930</td><td>"eng"</td><td>"There’s no psychological harm."</td></tr><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894928</td><td>"eng"</td><td>"There is no psychological damage."</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>4110864</td><td>"yue"</td><td>"我食芝士。"</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>3863883</td><td>"ita"</td><td>"Mangio formaggio."</td></tr><tr><td>499353</td><td>"acm"</td><td>"واحد اسمه هنري كال يريد يشوفك."</td><td>3013431</td><td>"tur"</td><td>"Adı Henry olan biri sizi görmek istedi."</td></tr><tr><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td></tr><tr><td>12160925</td><td>"zza"</td><td>"Mi xo rê vizêrî komputerêka newîye herînaye."</td><td>12330372</td><td>"kmr"</td><td>"Min do ji xwe re kompîtureke nû kirî."</td></tr><tr><td>9144120</td><td>"zza"</td><td>"Ti senîn î?"</td><td>9244449</td><td>"zza"</td><td>"Ti senîn a?"</td></tr><tr><td>9144133</td><td>"zza"</td><td>"Ti kamca de bîyî?"</td><td>9244408</td><td>"zza"</td><td>"Ti kamca de bîya?"</td></tr><tr><td>9394349</td><td>"zza"</td><td>"Va dür bo, bınê hardi de mebo!"</td><td>9509054</td><td>"tur"</td><td>"Uzakta olsun da toprağın altında olmasın."</td></tr><tr><td>9394313</td><td>"zza"</td><td>"Uyo ke sarri rê rameno, sarri rê çineno; rozê yena ke vergi ra vêsan, morri ra vıran maneno!"</td><td>9509052</td><td>"tur"</td><td>"Başkaları için ekip başkaları için biçen kişi gün gelir kurttan aç, yılandan çıplak kalır."</td></tr></tbody></table></div>"
|
| 1089 |
+
]
|
| 1090 |
+
},
|
| 1091 |
+
"metadata": {},
|
| 1092 |
+
"execution_count": 7
|
| 1093 |
+
}
|
| 1094 |
+
]
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"cell_type": "code",
|
| 1098 |
+
"source": [
|
| 1099 |
+
"# Remove rows with the same language\n",
|
| 1100 |
+
"df_translations = df_translations.filter(\n",
|
| 1101 |
+
" (pl.col(\"lang_src\") != pl.col(\"lang_tgt\"))\n",
|
| 1102 |
+
")\n",
|
| 1103 |
+
"print(df_translations.shape)\n",
|
| 1104 |
+
"\n",
|
| 1105 |
+
"df_translations"
|
| 1106 |
+
],
|
| 1107 |
+
"metadata": {
|
| 1108 |
+
"colab": {
|
| 1109 |
+
"base_uri": "https://localhost:8080/",
|
| 1110 |
+
"height": 478
|
| 1111 |
+
},
|
| 1112 |
+
"id": "OATanct6MWiz",
|
| 1113 |
+
"outputId": "574a10b9-5fb3-441b-bf07-dc3b6a64d398"
|
| 1114 |
+
},
|
| 1115 |
+
"execution_count": null,
|
| 1116 |
+
"outputs": [
|
| 1117 |
+
{
|
| 1118 |
+
"output_type": "stream",
|
| 1119 |
+
"name": "stdout",
|
| 1120 |
+
"text": [
|
| 1121 |
+
"(8547819, 6)\n"
|
| 1122 |
+
]
|
| 1123 |
+
},
|
| 1124 |
+
{
|
| 1125 |
+
"output_type": "execute_result",
|
| 1126 |
+
"data": {
|
| 1127 |
+
"text/plain": [
|
| 1128 |
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"shape: (8_547_819, 6)\n",
|
| 1129 |
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"┌──────────┬──────────┬───────────────────────────┬──────────┬──────────┬──────────────────────────┐\n",
|
| 1130 |
+
"│ id_src ┆ lang_src ┆ sentence_src ┆ id_tgt ┆ lang_tgt ┆ sentence_tgt │\n",
|
| 1131 |
+
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
|
| 1132 |
+
"│ i64 ┆ str ┆ str ┆ i64 ┆ str ┆ str │\n",
|
| 1133 |
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"╞══════════╪══════════╪═══════════════════════════╪══════════╪══════════╪══════════════════════════╡\n",
|
| 1134 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ԥхасҭа ┆ 12894930 ┆ eng ┆ There’s no psychological │\n",
|
| 1135 |
+
"│ ┆ ┆ ыҟаӡам. ┆ ┆ ┆ harm. │\n",
|
| 1136 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ԥхасҭа ┆ 12894928 ┆ eng ┆ There is no │\n",
|
| 1137 |
+
"│ ┆ ┆ ыҟаӡам. ┆ ┆ ┆ psychological damage. │\n",
|
| 1138 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 4110864 ┆ yue ┆ 我食芝士。 │\n",
|
| 1139 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 3863883 ┆ ita ┆ Mangio formaggio. │\n",
|
| 1140 |
+
"│ 499353 ┆ acm ┆ واحد اسمه هنري كال يريد ┆ 3013431 ┆ tur ┆ Adı Henry olan biri sizi │\n",
|
| 1141 |
+
"│ ┆ ┆ يشوفك. ┆ ┆ ┆ görmek istedi. │\n",
|
| 1142 |
+
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
|
| 1143 |
+
"│ 11891630 ┆ zza ┆ Embaza mi goşt ra hes ┆ 11915379 ┆ tur ┆ Arkadaşım eti sever. │\n",
|
| 1144 |
+
"│ ┆ ┆ kena. ┆ ┆ ┆ │\n",
|
| 1145 |
+
"│ 6096269 ┆ zza ┆ Bejné lajekî dergo. ┆ 8140003 ┆ tur ┆ Çocuğun boyu uzundur. │\n",
|
| 1146 |
+
"│ 12160925 ┆ zza ┆ Mi xo rê vizêrî ┆ 12330372 ┆ kmr ┆ Min do ji xwe re │\n",
|
| 1147 |
+
"│ ┆ ┆ komputerêka newîye ┆ ┆ ┆ kompîtureke nû kirî. │\n",
|
| 1148 |
+
"│ ┆ ┆ herînaye. ┆ ┆ ┆ │\n",
|
| 1149 |
+
"│ 9394349 ┆ zza ┆ Va dür bo, bınê hardi de ┆ 9509054 ┆ tur ┆ Uzakta olsun da toprağın │\n",
|
| 1150 |
+
"│ ┆ ┆ mebo! ┆ ┆ ┆ altında olmasın. │\n",
|
| 1151 |
+
"│ 9394313 ┆ zza ┆ Uyo ke sarri rê rameno, ┆ 9509052 ┆ tur ┆ Başkaları için ekip │\n",
|
| 1152 |
+
"│ ┆ ┆ sarri rê çineno; rozê ┆ ┆ ┆ başkaları için biçen │\n",
|
| 1153 |
+
"│ ┆ ┆ yena ke vergi ra vêsan, ┆ ┆ ┆ kişi gün gelir kurttan │\n",
|
| 1154 |
+
"│ ┆ ┆ morri ra vıran maneno! ┆ ┆ ┆ aç, yılandan çıplak │\n",
|
| 1155 |
+
"│ ┆ ┆ ┆ ┆ ┆ kalır. │\n",
|
| 1156 |
+
"└──────────┴──────────┴───────────────────────────┴──────────┴──────────┴──────────────────────────┘"
|
| 1157 |
+
],
|
| 1158 |
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"text/html": [
|
| 1159 |
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"<div><style>\n",
|
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".dataframe > thead > tr,\n",
|
| 1161 |
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".dataframe > tbody > tr {\n",
|
| 1162 |
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" text-align: right;\n",
|
| 1163 |
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" white-space: pre-wrap;\n",
|
| 1164 |
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"}\n",
|
| 1165 |
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"</style>\n",
|
| 1166 |
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"<small>shape: (8_547_819, 6)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>id_src</th><th>lang_src</th><th>sentence_src</th><th>id_tgt</th><th>lang_tgt</th><th>sentence_tgt</th></tr><tr><td>i64</td><td>str</td><td>str</td><td>i64</td><td>str</td><td>str</td></tr></thead><tbody><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894930</td><td>"eng"</td><td>"There’s no psychological harm."</td></tr><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894928</td><td>"eng"</td><td>"There is no psychological damage."</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>4110864</td><td>"yue"</td><td>"我食芝士。"</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>3863883</td><td>"ita"</td><td>"Mangio formaggio."</td></tr><tr><td>499353</td><td>"acm"</td><td>"واحد اسمه هنري كال يريد يشوفك."</td><td>3013431</td><td>"tur"</td><td>"Adı Henry olan biri sizi görmek istedi."</td></tr><tr><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td></tr><tr><td>11891630</td><td>"zza"</td><td>"Embaza mi goşt ra hes kena."</td><td>11915379</td><td>"tur"</td><td>"Arkadaşım eti sever."</td></tr><tr><td>6096269</td><td>"zza"</td><td>"Bejné lajekî dergo."</td><td>8140003</td><td>"tur"</td><td>"Çocuğun boyu uzundur."</td></tr><tr><td>12160925</td><td>"zza"</td><td>"Mi xo rê vizêrî komputerêka newîye herînaye."</td><td>12330372</td><td>"kmr"</td><td>"Min do ji xwe re kompîtureke nû kirî."</td></tr><tr><td>9394349</td><td>"zza"</td><td>"Va dür bo, bınê hardi de mebo!"</td><td>9509054</td><td>"tur"</td><td>"Uzakta olsun da toprağın altında olmasın."</td></tr><tr><td>9394313</td><td>"zza"</td><td>"Uyo ke sarri rê rameno, sarri rê çineno; rozê yena ke vergi ra vêsan, morri ra vıran maneno!"</td><td>9509052</td><td>"tur"</td><td>"Başkaları için ekip başkaları için biçen kişi gün gelir kurttan aç, yılandan çıplak kalır."</td></tr></tbody></table></div>"
|
| 1167 |
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]
|
| 1168 |
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},
|
| 1169 |
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"metadata": {},
|
| 1170 |
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"execution_count": 8
|
| 1171 |
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}
|
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]
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},
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| 1174 |
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{
|
| 1175 |
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"cell_type": "code",
|
| 1176 |
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"source": [
|
| 1177 |
+
"# Create a lang_pair column and sort it to be able to filter based on it later\n",
|
| 1178 |
+
"\n",
|
| 1179 |
+
"df_translations = df_translations.with_columns(\n",
|
| 1180 |
+
" pl.concat_list([pl.col(\"lang_src\"), pl.col(\"lang_tgt\")]).alias(\"lang_pair\")\n",
|
| 1181 |
+
")\n",
|
| 1182 |
+
"\n",
|
| 1183 |
+
"df_translations = df_translations.with_columns(\n",
|
| 1184 |
+
" pl.col(\"lang_pair\").list.sort()\n",
|
| 1185 |
+
")\n",
|
| 1186 |
+
"\n",
|
| 1187 |
+
"df_translations"
|
| 1188 |
+
],
|
| 1189 |
+
"metadata": {
|
| 1190 |
+
"colab": {
|
| 1191 |
+
"base_uri": "https://localhost:8080/",
|
| 1192 |
+
"height": 530
|
| 1193 |
+
},
|
| 1194 |
+
"id": "FZJLUGVSK1Dr",
|
| 1195 |
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"outputId": "f4a8283d-47bc-48d7-9653-122e58dd1de0"
|
| 1196 |
+
},
|
| 1197 |
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"execution_count": null,
|
| 1198 |
+
"outputs": [
|
| 1199 |
+
{
|
| 1200 |
+
"output_type": "execute_result",
|
| 1201 |
+
"data": {
|
| 1202 |
+
"text/plain": [
|
| 1203 |
+
"shape: (8_547_819, 7)\n",
|
| 1204 |
+
"┌──────────┬──────────┬──────────────────┬──────────┬──────────┬────────────────��─┬────────────────┐\n",
|
| 1205 |
+
"│ id_src ┆ lang_src ┆ sentence_src ┆ id_tgt ┆ lang_tgt ┆ sentence_tgt ┆ lang_pair │\n",
|
| 1206 |
+
"│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
|
| 1207 |
+
"│ i64 ┆ str ┆ str ┆ i64 ┆ str ┆ str ┆ list[str] │\n",
|
| 1208 |
+
"╞══════════╪══════════╪══════════════════╪══════════╪══════════╪══════════════════╪════════════════╡\n",
|
| 1209 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ┆ 12894930 ┆ eng ┆ There’s no ┆ [\"abk\", \"eng\"] │\n",
|
| 1210 |
+
"│ ┆ ┆ ԥхасҭа ыҟаӡам. ┆ ┆ ┆ psychological ┆ │\n",
|
| 1211 |
+
"│ ┆ ┆ ┆ ┆ ┆ harm. ┆ │\n",
|
| 1212 |
+
"│ 12894830 ┆ abk ┆ Апсихологиатә ┆ 12894928 ┆ eng ┆ There is no ┆ [\"abk\", \"eng\"] │\n",
|
| 1213 |
+
"│ ┆ ┆ ԥхасҭа ыҟаӡам. ┆ ┆ ┆ psychological ┆ │\n",
|
| 1214 |
+
"│ ┆ ┆ ┆ ┆ ┆ damage. ┆ │\n",
|
| 1215 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 4110864 ┆ yue ┆ 我食芝士。 ┆ [\"abk\", \"yue\"] │\n",
|
| 1216 |
+
"│ 2481698 ┆ abk ┆ Сара ашә сфоит. ┆ 3863883 ┆ ita ┆ Mangio ┆ [\"abk\", \"ita\"] │\n",
|
| 1217 |
+
"│ ┆ ┆ ┆ ┆ ┆ formaggio. ┆ │\n",
|
| 1218 |
+
"│ 499353 ┆ acm ┆ واحد اسمه هنري ┆ 3013431 ┆ tur ┆ Adı Henry olan ┆ [\"acm\", \"tur\"] │\n",
|
| 1219 |
+
"│ ┆ ┆ كال يريد يشوفك. ┆ ┆ ┆ biri sizi görmek ┆ │\n",
|
| 1220 |
+
"│ ┆ ┆ ┆ ┆ ┆ istedi. ┆ │\n",
|
| 1221 |
+
"│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
|
| 1222 |
+
"│ 11891630 ┆ zza ┆ Embaza mi goşt ┆ 11915379 ┆ tur ┆ Arkadaşım eti ┆ [\"tur\", \"zza\"] │\n",
|
| 1223 |
+
"│ ┆ ┆ ra hes kena. ┆ ┆ ┆ sever. ┆ │\n",
|
| 1224 |
+
"│ 6096269 ┆ zza ┆ Bejné lajekî ┆ 8140003 ┆ tur ┆ Çocuğun boyu ┆ [\"tur\", \"zza\"] │\n",
|
| 1225 |
+
"│ ┆ ┆ dergo. ┆ ┆ ┆ uzundur. ┆ │\n",
|
| 1226 |
+
"│ 12160925 ┆ zza ┆ Mi xo rê vizêrî ┆ 12330372 ┆ kmr ┆ Min do ji xwe re ┆ [\"kmr\", \"zza\"] │\n",
|
| 1227 |
+
"│ ┆ ┆ komputerêka ┆ ┆ ┆ kompîtureke nû ┆ │\n",
|
| 1228 |
+
"│ ┆ ┆ newîye herînaye. ┆ ┆ ┆ kirî. ┆ │\n",
|
| 1229 |
+
"│ 9394349 ┆ zza ┆ Va dür bo, bınê ┆ 9509054 ┆ tur ┆ Uzakta olsun da ┆ [\"tur\", \"zza\"] │\n",
|
| 1230 |
+
"│ ┆ ┆ hardi de mebo! ┆ ┆ ┆ toprağın altında ┆ │\n",
|
| 1231 |
+
"│ ┆ ┆ ┆ ┆ ┆ olmasın. ┆ │\n",
|
| 1232 |
+
"│ 9394313 ┆ zza ┆ Uyo ke sarri rê ┆ 9509052 ┆ tur ┆ Başkaları için ┆ [\"tur\", \"zza\"] │\n",
|
| 1233 |
+
"│ ┆ ┆ rameno, sarri rê ┆ ┆ ┆ ekip başkaları ┆ │\n",
|
| 1234 |
+
"│ ┆ ┆ çineno; rozê ┆ ┆ ┆ için biçen kişi ┆ │\n",
|
| 1235 |
+
"│ ┆ ┆ yena ke vergi ra ┆ ┆ ┆ gün gelir ┆ │\n",
|
| 1236 |
+
"│ ┆ ┆ vêsan, morri ra ┆ ┆ ┆ kurttan aç, ┆ │\n",
|
| 1237 |
+
"│ ┆ ┆ vıran maneno! ┆ ┆ ┆ yılandan çıplak ┆ │\n",
|
| 1238 |
+
"│ ┆ ┆ ┆ ┆ ┆ kalır. ┆ │\n",
|
| 1239 |
+
"└──────────┴──────────┴──────────────────┴──────────┴──────────┴──────────────────┴────────────────┘"
|
| 1240 |
+
],
|
| 1241 |
+
"text/html": [
|
| 1242 |
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"<div><style>\n",
|
| 1243 |
+
".dataframe > thead > tr,\n",
|
| 1244 |
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".dataframe > tbody > tr {\n",
|
| 1245 |
+
" text-align: right;\n",
|
| 1246 |
+
" white-space: pre-wrap;\n",
|
| 1247 |
+
"}\n",
|
| 1248 |
+
"</style>\n",
|
| 1249 |
+
"<small>shape: (8_547_819, 7)</small><table border=\"1\" class=\"dataframe\"><thead><tr><th>id_src</th><th>lang_src</th><th>sentence_src</th><th>id_tgt</th><th>lang_tgt</th><th>sentence_tgt</th><th>lang_pair</th></tr><tr><td>i64</td><td>str</td><td>str</td><td>i64</td><td>str</td><td>str</td><td>list[str]</td></tr></thead><tbody><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894930</td><td>"eng"</td><td>"There’s no psychological harm."</td><td>["abk", "eng"]</td></tr><tr><td>12894830</td><td>"abk"</td><td>"Апсихологиатә ԥхасҭа ыҟаӡам."</td><td>12894928</td><td>"eng"</td><td>"There is no psychological damage."</td><td>["abk", "eng"]</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>4110864</td><td>"yue"</td><td>"我食芝士。"</td><td>["abk", "yue"]</td></tr><tr><td>2481698</td><td>"abk"</td><td>"Сара ашә сфоит."</td><td>3863883</td><td>"ita"</td><td>"Mangio formaggio."</td><td>["abk", "ita"]</td></tr><tr><td>499353</td><td>"acm"</td><td>"واحد اسمه هنري كال يريد يشوفك."</td><td>3013431</td><td>"tur"</td><td>"Adı Henry olan biri sizi görmek istedi."</td><td>["acm", "tur"]</td></tr><tr><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td><td>…</td></tr><tr><td>11891630</td><td>"zza"</td><td>"Embaza mi goşt ra hes kena."</td><td>11915379</td><td>"tur"</td><td>"Arkadaşım eti sever."</td><td>["tur", "zza"]</td></tr><tr><td>6096269</td><td>"zza"</td><td>"Bejné lajekî dergo."</td><td>8140003</td><td>"tur"</td><td>"Çocuğun boyu uzundur."</td><td>["tur", "zza"]</td></tr><tr><td>12160925</td><td>"zza"</td><td>"Mi xo rê vizêrî komputerêka newîye herînaye."</td><td>12330372</td><td>"kmr"</td><td>"Min do ji xwe re kompîtureke nû kirî."</td><td>["kmr", "zza"]</td></tr><tr><td>9394349</td><td>"zza"</td><td>"Va dür bo, bınê hardi de mebo!"</td><td>9509054</td><td>"tur"</td><td>"Uzakta olsun da toprağın altında olmasın."</td><td>["tur", "zza"]</td></tr><tr><td>9394313</td><td>"zza"</td><td>"Uyo ke sarri rê rameno, sarri rê çineno; rozê yena ke vergi ra vêsan, morri ra vıran maneno!"</td><td>9509052</td><td>"tur"</td><td>"Başkaları için ekip başkaları için biçen kişi gün gelir kurttan aç, yılandan çıplak kalır."</td><td>["tur", "zza"]</td></tr></tbody></table></div>"
|
| 1250 |
+
]
|
| 1251 |
+
},
|
| 1252 |
+
"metadata": {},
|
| 1253 |
+
"execution_count": 9
|
| 1254 |
+
}
|
| 1255 |
+
]
|
| 1256 |
+
},
|
| 1257 |
+
{
|
| 1258 |
+
"cell_type": "markdown",
|
| 1259 |
+
"source": [
|
| 1260 |
+
"# Upload to HF Hub"
|
| 1261 |
+
],
|
| 1262 |
+
"metadata": {
|
| 1263 |
+
"id": "cyCyXckg2xOH"
|
| 1264 |
+
}
|
| 1265 |
+
},
|
| 1266 |
+
{
|
| 1267 |
+
"cell_type": "code",
|
| 1268 |
+
"source": [
|
| 1269 |
+
"from datasets import Dataset\n",
|
| 1270 |
+
"\n",
|
| 1271 |
+
"data_dict = df_translations.to_dict(as_series=False)\n",
|
| 1272 |
+
"\n",
|
| 1273 |
+
"dataset = Dataset.from_dict(data_dict)\n",
|
| 1274 |
+
"\n",
|
| 1275 |
+
"dataset"
|
| 1276 |
+
],
|
| 1277 |
+
"metadata": {
|
| 1278 |
+
"id": "Nr-2gaGe2wfs",
|
| 1279 |
+
"colab": {
|
| 1280 |
+
"base_uri": "https://localhost:8080/"
|
| 1281 |
+
},
|
| 1282 |
+
"outputId": "f2f2ecbf-661e-449e-9438-bda73953a7d7"
|
| 1283 |
+
},
|
| 1284 |
+
"execution_count": null,
|
| 1285 |
+
"outputs": [
|
| 1286 |
+
{
|
| 1287 |
+
"output_type": "execute_result",
|
| 1288 |
+
"data": {
|
| 1289 |
+
"text/plain": [
|
| 1290 |
+
"Dataset({\n",
|
| 1291 |
+
" features: ['id_src', 'lang_src', 'sentence_src', 'id_tgt', 'lang_tgt', 'sentence_tgt', 'lang_pair'],\n",
|
| 1292 |
+
" num_rows: 8547819\n",
|
| 1293 |
+
"})"
|
| 1294 |
+
]
|
| 1295 |
+
},
|
| 1296 |
+
"metadata": {},
|
| 1297 |
+
"execution_count": 13
|
| 1298 |
+
}
|
| 1299 |
+
]
|
| 1300 |
+
},
|
| 1301 |
+
{
|
| 1302 |
+
"cell_type": "code",
|
| 1303 |
+
"source": [
|
| 1304 |
+
"from huggingface_hub import notebook_login\n",
|
| 1305 |
+
"\n",
|
| 1306 |
+
"notebook_login()"
|
| 1307 |
+
],
|
| 1308 |
+
"metadata": {
|
| 1309 |
+
"colab": {
|
| 1310 |
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"base_uri": "https://localhost:8080/",
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| 1311 |
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"height": 17,
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| 1312 |
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"referenced_widgets": [
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"fe9df307b35c4b0b918b3bf162cd89fd",
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"7ee8cdc19bd2479a9fbc90e8bfc97766",
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"26bad56be4854c98bfda174e218b37d5",
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"2b966741922c4c568f2edfbda93ee2f1",
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"1d4c8574c05e462bac290aa65c72a955",
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"3eadb00fc21642498e07d71079f74301",
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"6890a72c9a6d4407984cf356cec2e268",
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"3f9e1ff506ce4ff3aab0750a0b948bc3",
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"38f848529f7d4e499583a04fcc23e684",
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"2c473d21b21d444298341cfa2f4955fb",
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| 1337 |
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| 1339 |
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|
| 1340 |
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{
|
| 1341 |
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"output_type": "display_data",
|
| 1342 |
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"data": {
|
| 1343 |
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"text/plain": [
|
| 1344 |
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"VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
|
| 1345 |
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],
|
| 1346 |
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"application/vnd.jupyter.widget-view+json": {
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"version_major": 2,
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"version_minor": 0,
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| 1349 |
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"model_id": "566f1e56bfe04c07a27bd4504f2bb854"
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{
|
| 1357 |
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"cell_type": "code",
|
| 1358 |
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"source": [
|
| 1359 |
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"commit_message = \"Tatoeba Translations\"\n",
|
| 1360 |
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"commit_description=\"Tatoeba Multilingual Translations\"\n",
|
| 1361 |
+
"\n",
|
| 1362 |
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"dataset.push_to_hub(\"ymoslem/Tatoeba-Translations\",\n",
|
| 1363 |
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" data_dir=\"data\",\n",
|
| 1364 |
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" private=True,\n",
|
| 1365 |
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" commit_message=commit_message,\n",
|
| 1366 |
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" commit_description=commit_description,\n",
|
| 1367 |
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" )"
|
| 1368 |
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],
|
| 1369 |
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"metadata": {
|
| 1370 |
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"id": "EnrSKJDo26Fz"
|
| 1371 |
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},
|
| 1372 |
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"execution_count": null,
|
| 1373 |
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"outputs": []
|
| 1374 |
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}
|
| 1375 |
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]
|
| 1376 |
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}
|