From d09c77e228a20624e63831e4dda7a3aaa224e070 Mon Sep 17 00:00:00 2001 From: Norbert Litkowski Date: Mon, 25 Apr 2022 01:17:13 +0200 Subject: [PATCH] 440054 --- dev-0/out.tsv | 10519 +++++++++++++++++++++++++++++++++++++++++++++++ run.ipynb | 110 +- test-A/out.tsv | 7414 +++++++++++++++++++++++++++++++++ 3 files changed, 18002 insertions(+), 41 deletions(-) create mode 100644 dev-0/out.tsv create mode 100644 test-A/out.tsv diff --git a/dev-0/out.tsv b/dev-0/out.tsv new file mode 100644 index 0000000..910e7f6 --- /dev/null +++ b/dev-0/out.tsv @@ -0,0 +1,10519 @@ +the:-10.779260635375977 thence:-11.426937103271484 feet:-12.186655044555664 a:-12.334151268005371 and:-12.56290054321289 road:-12.714863777160645 salt:-12.825607299804688 march:-12.831942558288574 such:-12.892606735229492 which:-13.14076042175293 or:-13.20228385925293 u:-13.258478164672852 :-0.004364805402450088 +strength:-6.33493185043335 weight:-6.37558126449585 work:-6.406556129455566 power:-6.506535530090332 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b:-8.3712797164917 may:-8.374654769897461 they:-8.375412940979004 t:-8.428607940673828 :-0.004364805402450088 diff --git a/run.ipynb b/run.ipynb index e2480a5..ab663db 100644 --- a/run.ipynb +++ b/run.ipynb @@ -14,7 +14,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "032ba328", + "id": "41336a5e", "metadata": {}, "outputs": [], "source": [ @@ -24,7 +24,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "e0d94073", + "id": "fe2e1dd3", "metadata": {}, "outputs": [], "source": [ @@ -34,7 +34,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "7c055510", + "id": "4aad410d", "metadata": {}, "outputs": [], "source": [ @@ -44,7 +44,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "bd81e581", + "id": "d6f0f760", "metadata": {}, "outputs": [], "source": [ @@ -54,7 +54,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "0c4a5486", + "id": "02bda814", "metadata": {}, "outputs": [], "source": [ @@ -64,7 +64,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "aec319cd", + "id": "e3128e14", "metadata": {}, "outputs": [], "source": [ @@ -74,7 +74,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "9b794391", + "id": "fe2c05e4", "metadata": {}, "outputs": [ { @@ -106,7 +106,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "f21d9139", + "id": "5b9b593c", "metadata": {}, "outputs": [], "source": [ @@ -118,7 +118,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "362a6b83", + "id": "dd9e3fd6", "metadata": {}, "outputs": [ { @@ -142,7 +142,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "456fa286", + "id": "f8cba81c", "metadata": {}, "outputs": [], "source": [ @@ -151,9 +151,11 @@ }, { "cell_type": "code", - "execution_count": 14, - "id": "3eaaf27b", - "metadata": {}, + "execution_count": 16, + "id": "2c3db836", + "metadata": { + "scrolled": true + }, "outputs": [ { "name": "stderr", @@ -161,23 +163,8 @@ "text": [ "Loading the LM will be faster if you build a binary file.\n", "Reading /home/me/challenging-america-word-gap-prediction-kenlm/model.arpa\n", - "----5---10---15---20---25---30---35---40---45---50---55---60---65---70---75---80---85---90---95--100\n" - ] - }, - { - "ename": "OSError", - "evalue": "Cannot read model './model.arpa' (End of file Byte: 0)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "File \u001b[0;32mkenlm.pyx:139\u001b[0m, in \u001b[0;36mkenlm.Model.__init__\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mRuntimeError\u001b[0m: End of file Byte: 0", - "\nThe above exception was the direct cause of the following exception:\n", - "\u001b[0;31mOSError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [14]\u001b[0m, in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mkenlm\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mkenlm\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mModel\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m./model.arpa\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32mkenlm.pyx:142\u001b[0m, in \u001b[0;36mkenlm.Model.__init__\u001b[0;34m()\u001b[0m\n", - "\u001b[0;31mOSError\u001b[0m: Cannot read model './model.arpa' (End of file Byte: 0)" + "----5---10---15---20---25---30---35---40---45---50---55---60---65---70---75---80---85---90---95--100\n", + "****************************************************************************************************\n" ] } ], @@ -188,11 +175,42 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "b3a22dcd", + "execution_count": 23, + "id": "35fb75ee", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Defaulting to user installation because normal site-packages is not writeable\n", + "Collecting english_words\n", + " Downloading english-words-1.1.0.tar.gz (1.1 MB)\n", + " |████████████████████████████████| 1.1 MB 985 kB/s \n", + "\u001b[?25hBuilding wheels for collected packages: english-words\n", + " Building wheel for english-words (setup.py) ... \u001b[?25ldone\n", + "\u001b[?25h Created wheel for english-words: filename=english_words-1.1.0-py3-none-any.whl size=1106680 sha256=818b2393457321fc616c24465b2c7ce020853e36d9d8e1b03142a5e18076713d\n", + " Stored in directory: /home/me/.cache/pip/wheels/2c/48/9a/f697d8d989ca4e4c1060f9da73caea372d7e1b78402abff8bb\n", + "Successfully built english-words\n", + "Installing collected packages: english-words\n", + "Successfully installed english-words-1.1.0\n" + ] + } + ], + "source": [ + "!pip install english_words" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "6adb5045", "metadata": {}, "outputs": [], "source": [ + "from english_words import english_words_alpha_set\n", + "from math import log10\n", + "\n", "def predict(before, after):\n", " result = ''\n", " prob = 0.0\n", @@ -224,16 +242,18 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "913dcf54", + "execution_count": 27, + "id": "1ce44bdc", "metadata": {}, "outputs": [], "source": [ + "from nltk import trigrams, word_tokenize\n", + "\n", "def make_prediction(path, result_path):\n", - " data = pd.read_csv(path, sep='\\t', header=None, quoting=csv.QUOTE_NONE)\n", + " pdata = get_csv(path)\n", " with open(result_path, 'w', encoding='utf-8') as file_out:\n", - " for _, row in data.iterrows():\n", - " before, after = word_tokenize(data_preprocessing(str(row[6]))), word_tokenize(data_preprocessing(str(row[7])))\n", + " for _, row in pdata.iterrows():\n", + " before, after = word_tokenize(clean_text(str(row[6]))), word_tokenize(clean_text(str(row[7])))\n", " if len(before) < 2 or len(after) < 2:\n", " pred = prediction\n", " else:\n", @@ -243,8 +263,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "01c1b58d", + "execution_count": 28, + "id": "154c9ff2", "metadata": {}, "outputs": [], "source": [ @@ -253,13 +273,21 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "6d37cd24", + "execution_count": 29, + "id": "82d0cc3f", "metadata": {}, "outputs": [], "source": [ "make_prediction(\"test-A/in.tsv.xz\", \"test-A/out.tsv\")" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf45ce49", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/test-A/out.tsv b/test-A/out.tsv new file mode 100644 index 0000000..b4ad0df --- /dev/null +++ b/test-A/out.tsv @@ -0,0 +1,7414 @@ +and:-10.744210243225098 but:-11.169548034667969 was:-11.212203979492188 it:-11.219372749328613 is:-11.234291076660156 that:-11.25477409362793 went:-11.271872520446777 or:-11.300569534301758 out:-11.305252075195312 down:-11.341476440429688 up:-11.359360694885254 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