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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/sugatoray/a9aae8e7e3b9ff1dc34876b02654fc35/scratchpad.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "lIYdn1woOS1n",
"outputId": "89422fd7-b202-4b04-9700-15116e87c88f"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Overwriting requirements.txt\n"
]
}
],
"source": [
"%%writefile requirements.txt\n",
"\n",
"pandas==1.2.4 \n",
"numpy==1.19.5 \n",
"spacy==3.2.1\n",
"transformers==4.6.1\n",
"tensorflow==2.4.1\n",
"https://huggingface.co/d4data/en_pipeline/resolve/main/en_pipeline-any-py3-none-any.whl"
]
},
{
"cell_type": "code",
"source": [
"! pip install -r requirements.txt"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "l0lo8Xg19yJy",
"outputId": "c56e5002-fa9e-4502-a8e7-45ad3786eaa0"
},
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting en-pipeline==any\n",
" Downloading https://huggingface.co/d4data/en_pipeline/resolve/main/en_pipeline-any-py3-none-any.whl (436.3 MB)\n",
"\u001b[K |████████████████████████████████| 436.3 MB 3.8 kB/s \n",
"\u001b[?25hRequirement already satisfied: pandas==1.2.4 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 2)) (1.2.4)\n",
"Requirement already satisfied: numpy==1.19.5 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 3)) (1.19.5)\n",
"Requirement already satisfied: spacy==3.2.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 4)) (3.2.1)\n",
"Requirement already satisfied: transformers==4.6.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 5)) (4.6.1)\n",
"Requirement already satisfied: tensorflow==2.4.1 in /usr/local/lib/python3.7/dist-packages (from -r requirements.txt (line 6)) (2.4.1)\n",
"Collecting spacy-transformers<1.2.0,>=1.1.3\n",
" Downloading spacy_transformers-1.1.3-py2.py3-none-any.whl (51 kB)\n",
"\u001b[K |████████████████████████████████| 51 kB 114 kB/s \n",
"\u001b[?25hRequirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas==1.2.4->-r requirements.txt (line 2)) (2018.9)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas==1.2.4->-r requirements.txt (line 2)) (2.8.2)\n",
"Requirement already satisfied: thinc<8.1.0,>=8.0.12 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (8.0.13)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (57.4.0)\n",
"Requirement already satisfied: spacy-loggers<2.0.0,>=1.0.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (1.0.1)\n",
"Requirement already satisfied: pathy>=0.3.5 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (0.6.1)\n",
"Requirement already satisfied: pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (1.8.2)\n",
"Requirement already satisfied: srsly<3.0.0,>=2.4.1 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (2.4.2)\n",
"Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (2.23.0)\n",
"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (2.0.6)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (2.11.3)\n",
"Requirement already satisfied: spacy-legacy<3.1.0,>=3.0.8 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (3.0.8)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (21.3)\n",
"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (3.0.6)\n",
"Requirement already satisfied: catalogue<2.1.0,>=2.0.6 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (2.0.6)\n",
"Requirement already satisfied: wasabi<1.1.0,>=0.8.1 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (0.8.2)\n",
"Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (4.62.3)\n",
"Requirement already satisfied: langcodes<4.0.0,>=3.2.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (3.3.0)\n",
"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (1.0.6)\n",
"Requirement already satisfied: typing-extensions<4.0.0.0,>=3.7.4 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (3.7.4.3)\n",
"Requirement already satisfied: typer<0.5.0,>=0.3.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (0.4.0)\n",
"Requirement already satisfied: blis<0.8.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->-r requirements.txt (line 4)) (0.4.1)\n",
"Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (4.8.2)\n",
"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (2019.12.20)\n",
"Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (3.4.0)\n",
"Requirement already satisfied: sacremoses in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (0.0.46)\n",
"Requirement already satisfied: huggingface-hub==0.0.8 in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (0.0.8)\n",
"Requirement already satisfied: tokenizers<0.11,>=0.10.1 in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->-r requirements.txt (line 5)) (0.10.3)\n",
"Requirement already satisfied: google-pasta~=0.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (0.2.0)\n",
"Requirement already satisfied: tensorboard~=2.4 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (2.7.0)\n",
"Requirement already satisfied: grpcio~=1.32.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.32.0)\n",
"Requirement already satisfied: astunparse~=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.6.3)\n",
"Requirement already satisfied: keras-preprocessing~=1.1.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.1.2)\n",
"Requirement already satisfied: absl-py~=0.10 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (0.12.0)\n",
"Requirement already satisfied: gast==0.3.3 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (0.3.3)\n",
"Requirement already satisfied: wrapt~=1.12.1 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.12.1)\n",
"Requirement already satisfied: tensorflow-estimator<2.5.0,>=2.4.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (2.4.0)\n",
"Requirement already satisfied: protobuf>=3.9.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (3.17.3)\n",
"Requirement already satisfied: h5py~=2.10.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (2.10.0)\n",
"Requirement already satisfied: opt-einsum~=3.3.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (3.3.0)\n",
"Requirement already satisfied: six~=1.15.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.15.0)\n",
"Requirement already satisfied: termcolor~=1.1.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.1.0)\n",
"Requirement already satisfied: wheel~=0.35 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (0.37.0)\n",
"Requirement already satisfied: flatbuffers~=1.12.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->-r requirements.txt (line 6)) (1.12)\n",
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from catalogue<2.1.0,>=2.0.6->spacy==3.2.1->-r requirements.txt (line 4)) (3.6.0)\n",
"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=20.0->spacy==3.2.1->-r requirements.txt (line 4)) (3.0.6)\n",
"Requirement already satisfied: smart-open<6.0.0,>=5.0.0 in /usr/local/lib/python3.7/dist-packages (from pathy>=0.3.5->spacy==3.2.1->-r requirements.txt (line 4)) (5.2.1)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->-r requirements.txt (line 4)) (2.10)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->-r requirements.txt (line 4)) (3.0.4)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->-r requirements.txt (line 4)) (2021.10.8)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->-r requirements.txt (line 4)) (1.24.3)\n",
"Collecting spacy-alignments<1.0.0,>=0.7.2\n",
" Downloading spacy_alignments-0.8.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.1 MB)\n",
"\u001b[K |████████████████████████████████| 1.1 MB 10.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: torch>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from spacy-transformers<1.2.0,>=1.1.3->en-pipeline==any->-r requirements.txt (line 7)) (1.10.0+cu111)\n",
"Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (1.0.1)\n",
"Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (1.35.0)\n",
"Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (0.6.1)\n",
"Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (0.4.6)\n",
"Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (1.8.0)\n",
"Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (3.3.6)\n",
"Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (4.8)\n",
"Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (4.2.4)\n",
"Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (0.2.8)\n",
"Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (1.3.0)\n",
"Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.7/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (0.4.8)\n",
"Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow==2.4.1->-r requirements.txt (line 6)) (3.1.1)\n",
"Requirement already satisfied: click<9.0.0,>=7.1.1 in /usr/local/lib/python3.7/dist-packages (from typer<0.5.0,>=0.3.0->spacy==3.2.1->-r requirements.txt (line 4)) (7.1.2)\n",
"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from jinja2->spacy==3.2.1->-r requirements.txt (line 4)) (2.0.1)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers==4.6.1->-r requirements.txt (line 5)) (1.1.0)\n",
"Installing collected packages: spacy-alignments, spacy-transformers, en-pipeline\n",
"Successfully installed en-pipeline-0.0.0 spacy-alignments-0.8.4 spacy-transformers-1.1.3\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"! pip install Dbias"
],
"metadata": {
"id": "8big54G4-Wps",
"outputId": "6072a523-1814-448c-c496-d15d9fb9873b",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"execution_count": 1,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting Dbias\n",
" Downloading Dbias-0.0.8-py3-none-any.whl (7.1 kB)\n",
"Collecting pandas==1.2.4\n",
" Downloading pandas-1.2.4-cp37-cp37m-manylinux1_x86_64.whl (9.9 MB)\n",
"\u001b[K |████████████████████████████████| 9.9 MB 7.5 MB/s \n",
"\u001b[?25hCollecting transformers==4.6.1\n",
" Downloading transformers-4.6.1-py3-none-any.whl (2.2 MB)\n",
"\u001b[K |████████████████████████████████| 2.2 MB 21.6 MB/s \n",
"\u001b[?25hCollecting spacy==3.2.1\n",
" Downloading spacy-3.2.1-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (6.0 MB)\n",
"\u001b[K |████████████████████████████████| 6.0 MB 39.4 MB/s \n",
"\u001b[?25hCollecting tensorflow==2.4.1\n",
" Downloading tensorflow-2.4.1-cp37-cp37m-manylinux2010_x86_64.whl (394.3 MB)\n",
"\u001b[K |████████████████████████████████| 394.3 MB 13 kB/s \n",
"\u001b[?25hRequirement already satisfied: numpy==1.19.5 in /usr/local/lib/python3.7/dist-packages (from Dbias) (1.19.5)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas==1.2.4->Dbias) (2.8.2)\n",
"Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas==1.2.4->Dbias) (2018.9)\n",
"Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (2.0.6)\n",
"Collecting pydantic!=1.8,!=1.8.1,<1.9.0,>=1.7.4\n",
" Downloading pydantic-1.8.2-cp37-cp37m-manylinux2014_x86_64.whl (10.1 MB)\n",
"\u001b[K |████████████████████████████████| 10.1 MB 38.2 MB/s \n",
"\u001b[?25hCollecting spacy-legacy<3.1.0,>=3.0.8\n",
" Downloading spacy_legacy-3.0.8-py2.py3-none-any.whl (14 kB)\n",
"Collecting langcodes<4.0.0,>=3.2.0\n",
" Downloading langcodes-3.3.0-py3-none-any.whl (181 kB)\n",
"\u001b[K |████████████████████████████████| 181 kB 56.1 MB/s \n",
"\u001b[?25hRequirement already satisfied: typing-extensions<4.0.0.0,>=3.7.4 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (3.10.0.2)\n",
"Collecting pathy>=0.3.5\n",
" Downloading pathy-0.6.1-py3-none-any.whl (42 kB)\n",
"\u001b[K |████████████████████████████████| 42 kB 1.6 MB/s \n",
"\u001b[?25hCollecting catalogue<2.1.0,>=2.0.6\n",
" Downloading catalogue-2.0.6-py3-none-any.whl (17 kB)\n",
"Collecting typer<0.5.0,>=0.3.0\n",
" Downloading typer-0.4.0-py3-none-any.whl (27 kB)\n",
"Requirement already satisfied: requests<3.0.0,>=2.13.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (2.23.0)\n",
"Requirement already satisfied: murmurhash<1.1.0,>=0.28.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (1.0.6)\n",
"Requirement already satisfied: setuptools in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (57.4.0)\n",
"Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (21.3)\n",
"Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (3.0.6)\n",
"Requirement already satisfied: blis<0.8.0,>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (0.4.1)\n",
"Requirement already satisfied: tqdm<5.0.0,>=4.38.0 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (4.62.3)\n",
"Collecting spacy-loggers<2.0.0,>=1.0.0\n",
" Downloading spacy_loggers-1.0.1-py3-none-any.whl (7.0 kB)\n",
"Requirement already satisfied: jinja2 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (2.11.3)\n",
"Collecting srsly<3.0.0,>=2.4.1\n",
" Downloading srsly-2.4.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (451 kB)\n",
"\u001b[K |████████████████████████████████| 451 kB 64.5 MB/s \n",
"\u001b[?25hCollecting thinc<8.1.0,>=8.0.12\n",
" Downloading thinc-8.0.13-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (628 kB)\n",
"\u001b[K |████████████████████████████████| 628 kB 51.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: wasabi<1.1.0,>=0.8.1 in /usr/local/lib/python3.7/dist-packages (from spacy==3.2.1->Dbias) (0.8.2)\n",
"Collecting tensorflow-estimator<2.5.0,>=2.4.0\n",
" Downloading tensorflow_estimator-2.4.0-py2.py3-none-any.whl (462 kB)\n",
"\u001b[K |████████████████████████████████| 462 kB 60.5 MB/s \n",
"\u001b[?25hRequirement already satisfied: six~=1.15.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (1.15.0)\n",
"Requirement already satisfied: wheel~=0.35 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (0.37.0)\n",
"Requirement already satisfied: protobuf>=3.9.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (3.17.3)\n",
"Collecting typing-extensions<4.0.0.0,>=3.7.4\n",
" Downloading typing_extensions-3.7.4.3-py3-none-any.whl (22 kB)\n",
"Requirement already satisfied: absl-py~=0.10 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (0.12.0)\n",
"Requirement already satisfied: opt-einsum~=3.3.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (3.3.0)\n",
"Collecting gast==0.3.3\n",
" Downloading gast-0.3.3-py2.py3-none-any.whl (9.7 kB)\n",
"Collecting wrapt~=1.12.1\n",
" Downloading wrapt-1.12.1.tar.gz (27 kB)\n",
"Requirement already satisfied: keras-preprocessing~=1.1.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (1.1.2)\n",
"Requirement already satisfied: tensorboard~=2.4 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (2.7.0)\n",
"Requirement already satisfied: google-pasta~=0.2 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (0.2.0)\n",
"Collecting h5py~=2.10.0\n",
" Downloading h5py-2.10.0-cp37-cp37m-manylinux1_x86_64.whl (2.9 MB)\n",
"\u001b[K |████████████████████████████████| 2.9 MB 46.3 MB/s \n",
"\u001b[?25hRequirement already satisfied: astunparse~=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (1.6.3)\n",
"Requirement already satisfied: termcolor~=1.1.0 in /usr/local/lib/python3.7/dist-packages (from tensorflow==2.4.1->Dbias) (1.1.0)\n",
"Collecting flatbuffers~=1.12.0\n",
" Downloading flatbuffers-1.12-py2.py3-none-any.whl (15 kB)\n",
"Collecting grpcio~=1.32.0\n",
" Downloading grpcio-1.32.0-cp37-cp37m-manylinux2014_x86_64.whl (3.8 MB)\n",
"\u001b[K |████████████████████████████████| 3.8 MB 48.9 MB/s \n",
"\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->Dbias) (3.4.0)\n",
"Requirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->Dbias) (4.8.2)\n",
"Collecting huggingface-hub==0.0.8\n",
" Downloading huggingface_hub-0.0.8-py3-none-any.whl (34 kB)\n",
"Collecting tokenizers<0.11,>=0.10.1\n",
" Downloading tokenizers-0.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (3.3 MB)\n",
"\u001b[K |████████████████████████████████| 3.3 MB 50.0 MB/s \n",
"\u001b[?25hRequirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers==4.6.1->Dbias) (2019.12.20)\n",
"Collecting sacremoses\n",
" Downloading sacremoses-0.0.46-py3-none-any.whl (895 kB)\n",
"\u001b[K |████████████████████████████████| 895 kB 71.0 MB/s \n",
"\u001b[?25hRequirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from catalogue<2.1.0,>=2.0.6->spacy==3.2.1->Dbias) (3.6.0)\n",
"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging>=20.0->spacy==3.2.1->Dbias) (3.0.6)\n",
"Requirement already satisfied: smart-open<6.0.0,>=5.0.0 in /usr/local/lib/python3.7/dist-packages (from pathy>=0.3.5->spacy==3.2.1->Dbias) (5.2.1)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->Dbias) (2021.10.8)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->Dbias) (1.24.3)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->Dbias) (2.10)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests<3.0.0,>=2.13.0->spacy==3.2.1->Dbias) (3.0.4)\n",
"Requirement already satisfied: google-auth<3,>=1.6.3 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (1.35.0)\n",
"Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (1.8.0)\n",
"Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (3.3.6)\n",
"Requirement already satisfied: werkzeug>=0.11.15 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (1.0.1)\n",
"Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (0.4.6)\n",
"Requirement already satisfied: tensorboard-data-server<0.7.0,>=0.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow==2.4.1->Dbias) (0.6.1)\n",
"Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (4.2.4)\n",
"Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (0.2.8)\n",
"Requirement already satisfied: rsa<5,>=3.1.4 in /usr/local/lib/python3.7/dist-packages (from google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (4.8)\n",
"Requirement already satisfied: requests-oauthlib>=0.7.0 in /usr/local/lib/python3.7/dist-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (1.3.0)\n",
"Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /usr/local/lib/python3.7/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (0.4.8)\n",
"Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard~=2.4->tensorflow==2.4.1->Dbias) (3.1.1)\n",
"Requirement already satisfied: click<9.0.0,>=7.1.1 in /usr/local/lib/python3.7/dist-packages (from typer<0.5.0,>=0.3.0->spacy==3.2.1->Dbias) (7.1.2)\n",
"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from jinja2->spacy==3.2.1->Dbias) (2.0.1)\n",
"Requirement already satisfied: joblib in /usr/local/lib/python3.7/dist-packages (from sacremoses->transformers==4.6.1->Dbias) (1.1.0)\n",
"Building wheels for collected packages: wrapt\n",
" Building wheel for wrapt (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for wrapt: filename=wrapt-1.12.1-cp37-cp37m-linux_x86_64.whl size=68721 sha256=bbd10c76fbcb05033fd8532d2347f4fccf71a7d44d63357386f2e9184f309ff5\n",
" Stored in directory: /root/.cache/pip/wheels/62/76/4c/aa25851149f3f6d9785f6c869387ad82b3fd37582fa8147ac6\n",
"Successfully built wrapt\n",
"Installing collected packages: typing-extensions, catalogue, typer, srsly, pydantic, grpcio, wrapt, tokenizers, thinc, tensorflow-estimator, spacy-loggers, spacy-legacy, sacremoses, pathy, langcodes, huggingface-hub, h5py, gast, flatbuffers, transformers, tensorflow, spacy, pandas, Dbias\n",
" Attempting uninstall: typing-extensions\n",
" Found existing installation: typing-extensions 3.10.0.2\n",
" Uninstalling typing-extensions-3.10.0.2:\n",
" Successfully uninstalled typing-extensions-3.10.0.2\n",
" Attempting uninstall: catalogue\n",
" Found existing installation: catalogue 1.0.0\n",
" Uninstalling catalogue-1.0.0:\n",
" Successfully uninstalled catalogue-1.0.0\n",
" Attempting uninstall: srsly\n",
" Found existing installation: srsly 1.0.5\n",
" Uninstalling srsly-1.0.5:\n",
" Successfully uninstalled srsly-1.0.5\n",
" Attempting uninstall: grpcio\n",
" Found existing installation: grpcio 1.42.0\n",
" Uninstalling grpcio-1.42.0:\n",
" Successfully uninstalled grpcio-1.42.0\n",
" Attempting uninstall: wrapt\n",
" Found existing installation: wrapt 1.13.3\n",
" Uninstalling wrapt-1.13.3:\n",
" Successfully uninstalled wrapt-1.13.3\n",
" Attempting uninstall: thinc\n",
" Found existing installation: thinc 7.4.0\n",
" Uninstalling thinc-7.4.0:\n",
" Successfully uninstalled thinc-7.4.0\n",
" Attempting uninstall: tensorflow-estimator\n",
" Found existing installation: tensorflow-estimator 2.7.0\n",
" Uninstalling tensorflow-estimator-2.7.0:\n",
" Successfully uninstalled tensorflow-estimator-2.7.0\n",
" Attempting uninstall: h5py\n",
" Found existing installation: h5py 3.1.0\n",
" Uninstalling h5py-3.1.0:\n",
" Successfully uninstalled h5py-3.1.0\n",
" Attempting uninstall: gast\n",
" Found existing installation: gast 0.4.0\n",
" Uninstalling gast-0.4.0:\n",
" Successfully uninstalled gast-0.4.0\n",
" Attempting uninstall: flatbuffers\n",
" Found existing installation: flatbuffers 2.0\n",
" Uninstalling flatbuffers-2.0:\n",
" Successfully uninstalled flatbuffers-2.0\n",
" Attempting uninstall: tensorflow\n",
" Found existing installation: tensorflow 2.7.0\n",
" Uninstalling tensorflow-2.7.0:\n",
" Successfully uninstalled tensorflow-2.7.0\n",
" Attempting uninstall: spacy\n",
" Found existing installation: spacy 2.2.4\n",
" Uninstalling spacy-2.2.4:\n",
" Successfully uninstalled spacy-2.2.4\n",
" Attempting uninstall: pandas\n",
" Found existing installation: pandas 1.1.5\n",
" Uninstalling pandas-1.1.5:\n",
" Successfully uninstalled pandas-1.1.5\n",
"\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
"google-colab 1.0.0 requires pandas~=1.1.0; python_version >= \"3.0\", but you have pandas 1.2.4 which is incompatible.\u001b[0m\n",
"Successfully installed Dbias-0.0.8 catalogue-2.0.6 flatbuffers-1.12 gast-0.3.3 grpcio-1.32.0 h5py-2.10.0 huggingface-hub-0.0.8 langcodes-3.3.0 pandas-1.2.4 pathy-0.6.1 pydantic-1.8.2 sacremoses-0.0.46 spacy-3.2.1 spacy-legacy-3.0.8 spacy-loggers-1.0.1 srsly-2.4.2 tensorflow-2.4.1 tensorflow-estimator-2.4.0 thinc-8.0.13 tokenizers-0.10.3 transformers-4.6.1 typer-0.4.0 typing-extensions-3.7.4.3 wrapt-1.12.1\n"
]
},
{
"output_type": "display_data",
"data": {
"application/vnd.colab-display-data+json": {
"pip_warning": {
"packages": [
"pandas"
]
}
}
},
"metadata": {}
}
]
},
{
"cell_type": "code",
"source": [
""
],
"metadata": {
"id": "PV2ONKMWAo6R"
},
"execution_count": null,
"outputs": []
}
],
"metadata": {
"colab": {
"name": "scratchpad",
"provenance": [],
"include_colab_link": true
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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