rupo_example.ipynb

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  "metadata": {
    "colab": {
      "name": "rupo_example.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "include_colab_link": true
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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/Stocck/Ctr/blob/main/rupo_example.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "O3rHruOAlYAR",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9049b052-732f-46ac-e860-7063e8c09458"
      },
      "source": [
        "!apt-get install -y git-lfs\n",
        "!git clone https://github.com/IlyaGusev/rupo"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Reading package lists... Done\n",
            "Building dependency tree       \n",
            "Reading state information... Done\n",
            "The following package was automatically installed and is no longer required:\n",
            "  libnvidia-common-460\n",
            "Use 'apt autoremove' to remove it.\n",
            "The following NEW packages will be installed:\n",
            "  git-lfs\n",
            "0 upgraded, 1 newly installed, 0 to remove and 34 not upgraded.\n",
            "Need to get 2,129 kB of archives.\n",
            "After this operation, 7,662 kB of additional disk space will be used.\n",
            "Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 git-lfs amd64 2.3.4-1 [2,129 kB]\n",
            "Fetched 2,129 kB in 1s (1,480 kB/s)\n",
            "Selecting previously unselected package git-lfs.\n",
            "(Reading database ... 160690 files and directories currently installed.)\n",
            "Preparing to unpack .../git-lfs_2.3.4-1_amd64.deb ...\n",
            "Unpacking git-lfs (2.3.4-1) ...\n",
            "Setting up git-lfs (2.3.4-1) ...\n",
            "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
            "Cloning into 'rupo'...\n",
            "remote: Enumerating objects: 1488, done.\u001b[K\n",
            "remote: Counting objects: 100% (3/3), done.\u001b[K\n",
            "remote: Compressing objects: 100% (3/3), done.\u001b[K\n",
            "remote: Total 1488 (delta 0), reused 1 (delta 0), pack-reused 1485\u001b[K\n",
            "Receiving objects: 100% (1488/1488), 16.38 MiB | 5.30 MiB/s, done.\n",
            "Resolving deltas: 100% (980/980), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "vNvwJcA3lbAc",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "2c745c01-f048-4a29-bdef-d9357b585ecb"
      },
      "source": [
        "%cd rupo"
      ],
      "execution_count": 2,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/rupo\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "roaE-TM4lbPv",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "6280ae06-abf9-458c-92ef-30b938996aef"
      },
      "source": [
        "!pip install -r requirements.txt"
      ],
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "Collecting sentencepiece\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/f5/99/e0808cb947ba10f575839c43e8fafc9cc44e4a7a2c8f79c60db48220a577/sentencepiece-0.1.95-cp37-cp37m-manylinux2014_x86_64.whl (1.2MB)\n",
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            "Collecting thinc<7.1.0,>=7.0.8\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/36/42/d7ea7539af3852fd8c1f0b3adf4a100fb3d72b40b69cef1a764ff979a743/thinc-7.0.8-cp37-cp37m-manylinux1_x86_64.whl (2.1MB)\n",
            "\u001b[K     |████████████████████████████████| 2.1MB 38.8MB/s \n",
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            "Collecting blis<0.3.0,>=0.2.2\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/fa/5f/47b7b29ad202b2210020e2f33bfb06d1db2abe0e709c2a84736e8a9d1bd5/blis-0.2.4-cp37-cp37m-manylinux1_x86_64.whl (3.2MB)\n",
            "\u001b[K     |████████████████████████████████| 3.2MB 38.3MB/s \n",
            "\u001b[?25hCollecting plac<1.0.0,>=0.9.6\n",
            "  Downloading https://files.pythonhosted.org/packages/9e/9b/62c60d2f5bc135d2aa1d8c8a86aaf84edb719a59c7f11a4316259e61a298/plac-0.9.6-py2.py3-none-any.whl\n",
            "Collecting preshed<2.1.0,>=2.0.1\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/bc/2b/3ecd5d90d2d6fd39fbc520de7d80db5d74defdc2d7c2e15531d9cc3498c7/preshed-2.0.1-cp37-cp37m-manylinux1_x86_64.whl (82kB)\n",
            "\u001b[K     |████████████████████████████████| 92kB 9.2MB/s \n",
            "\u001b[?25hRequirement already satisfied: srsly<1.1.0,>=0.0.6 in /usr/local/lib/python3.7/dist-packages (from spacy<2.2,>=2.1.0->allennlp==0.9.0->-r requirements.txt (line 14)) (1.0.5)\n",
            "Requirement already satisfied: wasabi<1.1.0,>=0.2.0 in /usr/local/lib/python3.7/dist-packages (from spacy<2.2,>=2.1.0->allennlp==0.9.0->-r requirements.txt (line 14)) (0.8.2)\n",
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            "Requirement already satisfied: wcwidth in /usr/local/lib/python3.7/dist-packages (from ftfy->allennlp==0.9.0->-r requirements.txt (line 14)) (0.2.5)\n",
            "Collecting s3transfer<0.5.0,>=0.4.0\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/63/d0/693477c688348654ddc21dcdce0817653a294aa43f41771084c25e7ff9c7/s3transfer-0.4.2-py2.py3-none-any.whl (79kB)\n",
            "\u001b[K     |████████████████████████████████| 81kB 7.5MB/s \n",
            "\u001b[?25hCollecting jmespath<1.0.0,>=0.7.1\n",
            "  Downloading https://files.pythonhosted.org/packages/07/cb/5f001272b6faeb23c1c9e0acc04d48eaaf5c862c17709d20e3469c6e0139/jmespath-0.10.0-py2.py3-none-any.whl\n",
            "Collecting botocore<1.21.0,>=1.20.68\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/43/8d/214334141c72d426d4a19c11f185ad23d4b604ce230a67fb1dfc36ac7b80/botocore-1.20.68-py2.py3-none-any.whl (7.5MB)\n",
            "\u001b[K     |████████████████████████████████| 7.5MB 23.9MB/s \n",
            "\u001b[?25hRequirement already satisfied: greenlet<2.0,>=0.4.17; platform_python_implementation == \"CPython\" in /usr/local/lib/python3.7/dist-packages (from gevent>=1.3.6->allennlp==0.9.0->-r requirements.txt (line 14)) (1.0.0)\n",
            "Collecting zope.interface\n",
            "\u001b[?25l  Downloading https://files.pythonhosted.org/packages/bb/a7/94e1a92c71436f934cdd2102826fa041c83dcb7d21dd0f1fb1a57f6e0620/zope.interface-5.4.0-cp37-cp37m-manylinux2010_x86_64.whl (251kB)\n",
            "\u001b[K     |████████████████████████████████| 256kB 44.9MB/s \n",
            "\u001b[?25hCollecting zope.event\n",
            "  Downloading https://files.pythonhosted.org/packages/9e/85/b45408c64f3b888976f1d5b37eed8d746b8d5729a66a49ec846fda27d371/zope.event-4.5.0-py2.py3-none-any.whl\n",
            "Requirement already satisfied: markdown>=2.6.8 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (3.3.4)\n",
            "Requirement already satisfied: tensorboard-plugin-wit>=1.6.0 in /usr/local/lib/python3.7/dist-packages (from tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (1.8.0)\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>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (0.4.4)\n",
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            "Requirement already satisfied: sphinxcontrib-websupport in /usr/local/lib/python3.7/dist-packages (from sphinx>=1.6.5->numpydoc>=0.8.0->allennlp==0.9.0->-r requirements.txt (line 14)) (1.2.4)\n",
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            "Requirement already satisfied: packaging in /usr/local/lib/python3.7/dist-packages (from sphinx>=1.6.5->numpydoc>=0.8.0->allennlp==0.9.0->-r requirements.txt (line 14)) (20.9)\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>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (1.3.0)\n",
            "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (4.2.1)\n",
            "Requirement already satisfied: pyasn1-modules>=0.2.1 in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (0.2.8)\n",
            "Requirement already satisfied: rsa<5,>=3.1.4; python_version >= \"3.6\" in /usr/local/lib/python3.7/dist-packages (from google-auth<2,>=1.6.3->tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (4.7.2)\n",
            "Requirement already satisfied: sphinxcontrib-serializinghtml in /usr/local/lib/python3.7/dist-packages (from sphinxcontrib-websupport->sphinx>=1.6.5->numpydoc>=0.8.0->allennlp==0.9.0->-r requirements.txt (line 14)) (1.1.4)\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>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (3.1.0)\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<2,>=1.6.3->tensorboard~=2.4->tensorflow>=1.1.0->rnnmorph>=0.2.3->-r requirements.txt (line 12)) (0.4.8)\n",
            "Building wheels for collected packages: dicttoxml, pygtrie, russian-tagsets, rnnmorph, overrides, rulm, russ, jsonnet, parsimonious, word2number, ftfy\n",
            "  Building wheel for dicttoxml (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for dicttoxml: filename=dicttoxml-1.7.4-cp37-none-any.whl size=17452 sha256=285b5800f64cf791f5a19b8cdc58fa74f050742c3b2224ed51a35dfcac18ff03\n",
            "  Stored in directory: /root/.cache/pip/wheels/62/4f/a3/afd4a68f5add45a668c14efa53b64d5cffb2be6bacf993c151\n",
            "  Building wheel for pygtrie (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pygtrie: filename=pygtrie-2.4.2-cp37-none-any.whl size=19063 sha256=5c746f2b0d53c5c464a73d67f2e56dd78301abd8f193b9d726363f5cce7ab84f\n",
            "  Stored in directory: /root/.cache/pip/wheels/db/57/91/73782136379fe419036c5ec0e4070d8b3a35f2a36bd6a94ed8\n",
            "  Building wheel for russian-tagsets (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for russian-tagsets: filename=russian_tagsets-0.6-cp37-none-any.whl size=24635 sha256=04d7c15d338dbb22fbe527dad665db1d5f50d7abed46aa6c34302f61cb5cdbc6\n",
            "  Stored in directory: /root/.cache/pip/wheels/e8/9d/dd/4679aca4031fdb0d3ad65e165ba5343e61441ed7ad587a08e6\n",
            "  Building wheel for rnnmorph (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for rnnmorph: filename=rnnmorph-0.4.0-cp37-none-any.whl size=10521037 sha256=f40cd2755cdc2e98daacbc17484a6a4f9683afb9de5468c44986d9ff8e880229\n",
            "  Stored in directory: /root/.cache/pip/wheels/61/74/5d/3c6c523a759b67e6a81677e2aad003321536587d1575a4face\n",
            "  Building wheel for overrides (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for overrides: filename=overrides-3.0.0-cp37-none-any.whl size=5669 sha256=54c14272b2dc3e1fd2b8159311cf59a5182ff65235484c884bd61278cf49b52b\n",
            "  Stored in directory: /root/.cache/pip/wheels/6f/1b/ec/6c71a1eb823df7f850d956b2d8c50a6d49c191e1063d73b9be\n",
            "  Building wheel for rulm (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for rulm: filename=rulm-0.0.2-cp37-none-any.whl size=28215 sha256=b29c222300cf15ff887144392a4a4040bd6f493ec2b3012deaf86608c39dc76d\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-0z6t8b6y/wheels/ca/ca/51/12510ee45ee1f800acb4b9d481d064ff0c423e4d200e5b23ee\n",
            "  Building wheel for russ (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for russ: filename=russ-0.0.1-cp37-none-any.whl size=17925 sha256=4e85d26c274aa26ec4f1a394c633fc6d51894863a964ebf4b8ae604e935dd637\n",
            "  Stored in directory: /tmp/pip-ephem-wheel-cache-0z6t8b6y/wheels/54/0c/68/b850bdff62735d42decf0b9ecbd2151a2a76f3b082abadebae\n",
            "  Building wheel for jsonnet (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for jsonnet: filename=jsonnet-0.17.0-cp37-cp37m-linux_x86_64.whl size=3388776 sha256=1c19a92c5a2db7e2822e33850ef4460df3c07a8d21a1a472e26bdd4a86965d69\n",
            "  Stored in directory: /root/.cache/pip/wheels/26/7a/37/7dbcc30a6b4efd17b91ad1f0128b7bbf84813bd4e1cfb8c1e3\n",
            "  Building wheel for parsimonious (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for parsimonious: filename=parsimonious-0.8.1-cp37-none-any.whl size=42711 sha256=c36dae404302ae782b6786f5adfc1c209580a38156d8e3a12ac9890793eb8954\n",
            "  Stored in directory: /root/.cache/pip/wheels/b7/8d/e7/a0e74217da5caeb3c1c7689639b6d28ddbf9985b840bc96a9a\n",
            "  Building wheel for word2number (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for word2number: filename=word2number-1.1-cp37-none-any.whl size=5589 sha256=05e7a897bae86f502a12a57792bf9c8dc3bddbc130204e17cdf2745c6578d11f\n",
            "  Stored in directory: /root/.cache/pip/wheels/46/2f/53/5f5c1d275492f2fce1cdab9a9bb12d49286dead829a4078e0e\n",
            "  Building wheel for ftfy (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for ftfy: filename=ftfy-6.0.1-cp37-none-any.whl size=41573 sha256=0330f01974d0ac942c60077d5e859a8166becda678291ff8da39f24fd556050d\n",
            "  Stored in directory: /root/.cache/pip/wheels/ae/73/c7/9056e14b04919e5c262fe80b54133b1a88d73683d05d7ac65c\n",
            "Successfully built dicttoxml pygtrie russian-tagsets rnnmorph overrides rulm russ jsonnet parsimonious word2number ftfy\n",
            "\u001b[31mERROR: en-core-web-sm 2.2.5 has requirement spacy>=2.2.2, but you'll have spacy 2.1.9 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: datascience 0.10.6 has requirement coverage==3.7.1, but you'll have coverage 5.5 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: datascience 0.10.6 has requirement folium==0.2.1, but you'll have folium 0.8.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: coveralls 0.5 has requirement coverage<3.999,>=3.6, but you'll have coverage 5.5 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: botocore 1.20.68 has requirement urllib3<1.27,>=1.25.4, but you'll have urllib3 1.24.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: responses 0.13.3 has requirement urllib3>=1.25.10, but you'll have urllib3 1.24.3 which is incompatible.\u001b[0m\n",
            "\u001b[31mERROR: pytest-cov 2.11.1 has requirement pytest>=4.6, but you'll have pytest 3.6.4 which is incompatible.\u001b[0m\n",
            "Installing collected packages: dicttoxml, pygtrie, jsonpickle, dawg-python, pymorphy2-dicts-ru, pymorphy2, russian-tagsets, rnnmorph, sentence-splitter, jsonnet, unidecode, flaky, conllu, jmespath, botocore, s3transfer, boto3, sentencepiece, pytorch-transformers, numpydoc, tensorboardX, parsimonious, responses, word2number, plac, blis, preshed, thinc, spacy, flask-cors, pytorch-pretrained-bert, ftfy, zope.interface, zope.event, gevent, overrides, allennlp, coverage, pytest-cov, codecov, rulm, russ\n",
            "  Found existing installation: plac 1.1.3\n",
            "    Uninstalling plac-1.1.3:\n",
            "      Successfully uninstalled plac-1.1.3\n",
            "  Found existing installation: blis 0.4.1\n",
            "    Uninstalling blis-0.4.1:\n",
            "      Successfully uninstalled blis-0.4.1\n",
            "  Found existing installation: preshed 3.0.5\n",
            "    Uninstalling preshed-3.0.5:\n",
            "      Successfully uninstalled preshed-3.0.5\n",
            "  Found existing installation: thinc 7.4.0\n",
            "    Uninstalling thinc-7.4.0:\n",
            "      Successfully uninstalled thinc-7.4.0\n",
            "  Found existing installation: spacy 2.2.4\n",
            "    Uninstalling spacy-2.2.4:\n",
            "      Successfully uninstalled spacy-2.2.4\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "y A\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "\n",
            "  Found existing installation: coverage 3.7.1\n",
            "    Uninstalling coverage-3.7.1:\n",
            "      Successfully uninstalled coverage-3.7.1\n",
            "Successfully installed allennlp-0.9.0 blis-0.2.4 boto3-1.17.68 botocore-1.20.68 codecov-2.1.11 conllu-1.3.1 coverage-5.5 dawg-python-0.7.2 dicttoxml-1.7.4 flaky-3.7.0 flask-cors-3.0.10 ftfy-6.0.1 gevent-21.1.2 jmespath-0.10.0 jsonnet-0.17.0 jsonpickle-2.0.0 numpydoc-1.1.0 overrides-3.0.0 parsimonious-0.8.1 plac-0.9.6 preshed-2.0.1 pygtrie-2.4.2 pymorphy2-0.9.1 pymorphy2-dicts-ru-2.4.417127.4579844 pytest-cov-2.11.1 pytorch-pretrained-bert-0.6.2 pytorch-transformers-1.1.0 responses-0.13.3 rnnmorph-0.4.0 rulm-0.0.2 russ-0.0.1 russian-tagsets-0.6 s3transfer-0.4.2 sentence-splitter-1.4 sentencepiece-0.1.95 spacy-2.1.9 tensorboardX-2.2 thinc-7.0.8 unidecode-1.2.0 word2number-1.1 zope.event-4.5.0 zope.interface-5.4.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "qSt3ZkiJlfra",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9b8a02d6-20e3-4881-e1aa-afa616a1ee03"
      },
      "source": [
        "!sh download.sh"
      ],
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
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            "Resolving www.dropbox.com (www.dropbox.com)... 162.125.1.18, 2620:100:601a:18::a27d:712\n",
            "Connecting to www.dropbox.com (www.dropbox.com)|162.125.1.18|:443... connected.\n",
            "HTTP request sent, awaiting response... 301 Moved Permanently\n",
            "Location: /s/raw/dwkui2xqivzsyw5/generator_model.zip [following]\n",
            "--2021-05-06 19:52:12--  https://www.dropbox.com/s/raw/dwkui2xqivzsyw5/generator_model.zip\n",
            "Reusing existing connection to www.dropbox.com:443.\n",
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            "Saving to: ‘generator_model.zip’\n",
            "\n",
            "generator_model.zip 100%[===================>]  99.88M   140MB/s    in 0.7s    \n",
            "\n",
            "2021-05-06 19:52:13 (140 MB/s) - ‘generator_model.zip’ saved [104726813/104726813]\n",
            "\n",
            "Archive:  generator_model.zip\n",
            "  inflating: ./rupo/data/generator_models/best.th  \n",
            "  inflating: ./rupo/data/generator_models/config.json  \n",
            "  inflating: ./rupo/data/generator_models/stress_vocab.pickle  \n",
            "   creating: ./rupo/data/generator_models/vocabulary/\n",
            "  inflating: ./rupo/data/generator_models/vocabulary/tokens.txt  \n",
            " extracting: ./rupo/data/generator_models/vocabulary/non_padded_namespaces.txt  \n",
            "--2021-05-06 19:52:15--  https://www.dropbox.com/s/ajd8b7lpqaao7xt/stress_ru_main.tar.gz\n",
            "Resolving www.dropbox.com (www.dropbox.com)... 162.125.1.18, 2620:100:601a:18::a27d:712\n",
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            "--2021-05-06 19:52:15--  https://www.dropbox.com/s/raw/ajd8b7lpqaao7xt/stress_ru_main.tar.gz\n",
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            "Length: 2222327 (2.1M) [application/octet-stream]\n",
            "Saving to: ‘stress_ru_main.tar.gz’\n",
            "\n",
            "stress_ru_main.tar. 100%[===================>]   2.12M  --.-KB/s    in 0.1s    \n",
            "\n",
            "2021-05-06 19:52:16 (16.5 MB/s) - ‘stress_ru_main.tar.gz’ saved [2222327/2222327]\n",
            "\n",
            "tar: Ignoring unknown extended header keyword 'LIBARCHIVE.creationtime'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./best.th\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./config.json\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./vocabulary/\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./vocabulary/tokens.txt\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./vocabulary/labels.txt\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.dev'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.ino'\n",
            "tar: Ignoring unknown extended header keyword 'SCHILY.nlink'\n",
            "./vocabulary/non_padded_namespaces.txt\n",
            "--2021-05-06 19:52:16--  https://www.dropbox.com/s/7rk135fzd3i8kfw/g2p_models.zip\n",
            "Resolving www.dropbox.com (www.dropbox.com)... 162.125.1.18, 2620:100:601a:18::a27d:712\n",
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            "--2021-05-06 19:52:16--  https://www.dropbox.com/s/raw/7rk135fzd3i8kfw/g2p_models.zip\n",
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            "Length: 24834320 (24M) [application/zip]\n",
            "Saving to: ‘g2p_models.zip’\n",
            "\n",
            "g2p_models.zip      100%[===================>]  23.68M  65.3MB/s    in 0.4s    \n",
            "\n",
            "2021-05-06 19:52:17 (65.3 MB/s) - ‘g2p_models.zip’ saved [24834320/24834320]\n",
            "\n",
            "Archive:  g2p_models.zip\n",
            "  inflating: ./rupo/data/g2p_models/g2p_ru_maxlen40_BLSTM256_BLSTM256_dropout0.2_acc992_wer140.h5  \n",
            "  inflating: ./rupo/data/g2p_models/ru_aligner.pickle  \n",
            "--2021-05-06 19:52:18--  https://www.dropbox.com/s/znqlrb1xblh3amo/dict.zip\n",
            "Resolving www.dropbox.com (www.dropbox.com)... 162.125.1.18, 2620:100:601a:18::a27d:712\n",
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            "--2021-05-06 19:52:18--  https://www.dropbox.com/s/raw/znqlrb1xblh3amo/dict.zip\n",
            "Reusing existing connection to www.dropbox.com:443.\n",
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            "\n",
            "Archive:  dict.zip\n",
            "  inflating: ./rupo/data/dict/cmu.txt  \n",
            "  inflating: ./rupo/data/dict/wiki_ru.txt  \n",
            "  inflating: ./rupo/data/dict/zaliznyak.txt  \n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "OhcloS_drlfw",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "9e71ab14-ade9-4fe2-f96c-f4764007f9ed"
      },
      "source": [
        "!pip install --upgrade overrides==3.0.0"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Requirement already up-to-date: overrides==3.0.0 in /usr/local/lib/python3.7/dist-packages (3.0.0)\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "xRvemusFl_Ya",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "e2292bb7-362e-4835-e13e-1b0b9ea30294"
      },
      "source": [
        "!python generate_poem.py"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "0\n",
            "и любовь и внуки больше\n",
            "будет быль не переменчив\n",
            "виден новый блеск а холод\n",
            "снова тянет километры\n",
            "\n",
            "1\n",
            "много мне нужны и прочем\n",
            "мне дороже нет прекрасней\n",
            "жизни их любовь не просто\n",
            "может и одна награда\n",
            "\n",
            "2\n",
            "верить и страдать на смену\n",
            "ночь не смотрит о мне вижу\n",
            "это лишь кино я вместе\n",
            "просто жить ее не видя\n",
            "\n",
            "3\n",
            "да не дай мне ветер тёплый\n",
            "а дай я приду ведь время\n",
            "судьбы и так мы на тёплом\n",
            "берегу у тихой речки\n",
            "\n",
            "4\n",
            "богу и ищу дорогу\n",
            "чьих цепей у печень линий\n",
            "ни и жаждой ни большого\n",
            "вы молитесь разных ликов\n",
            "\n",
            "5\n",
            "да мои губы на сердце\n",
            "не украсть мне только угли\n",
            "и что до луны на черных\n",
            "небе взмах не прячут ноги\n",
            "\n",
            "6\n",
            "небывалый кому чужды\n",
            "счастье прошлое веселье\n",
            "где нам лето на нём звезды\n",
            "и деревьев нет дилеммы\n",
            "\n",
            "7\n",
            "спать и мучиться так странно\n",
            "свист мне что на слух стал больше\n",
            "снег и аромат сквозь краткой\n",
            "ночи он услышит солнце\n",
            "\n",
            "8\n",
            "опустел не надо света\n",
            "много бед твоей уж скоро\n",
            "вот оно летит и смерти\n",
            "у ворот краснея зорко\n",
            "\n",
            "9\n",
            "лишь мы думаем об этом\n",
            "и считать друзьями жили\n",
            "нас и лишь свои все эти\n",
            "и родные наши жизни\n",
            "\n",
            "10\n",
            "но я хоть порой хоть знаю\n",
            "вот твой профиль я желаю\n",
            "страх судьбе я ты все знаешь\n",
            "как он был слеп и талантом\n",
            "\n",
            "11\n",
            "и нет уже и да просто\n",
            "ко удаче я всю злобу\n",
            "ваша пришла и все вроде\n",
            "будто тишина и слово\n",
            "\n",
            "12\n",
            "не ох а было ли этот\n",
            "тот бред лишь сон и мученье\n",
            "не дают покинуть это\n",
            "знает я уйти конечно\n",
            "\n",
            "13\n",
            "дня когда бриз помогает\n",
            "порой и спать обретают\n",
            "всю ночь о сем погружает\n",
            "молоко а принимают\n",
            "\n",
            "14\n",
            "яд он понял он про кого\n",
            "смерть и я хочу слепое\n",
            "так чтоб он стал лучшим другом\n",
            "и делим общей пополам\n",
            "\n",
            "15\n",
            "счеты это я не создал\n",
            "и спешит шар новый праздник\n",
            "унося как ты из сердца\n",
            "тот но порой и не рваной\n",
            "\n",
            "16\n",
            "о земном на день не сладкий\n",
            "пусть у нас их образ милый\n",
            "не направит и не рады\n",
            "что он со мной очень сильно\n",
            "\n",
            "17\n",
            "только ты не смог без трона\n",
            "и попросишь мужу косу\n",
            "всей крови и крови бросив\n",
            "свой порыв и всё по лесу\n",
            "\n",
            "18\n",
            "не умеешь знай знакомый\n",
            "друг и лоб кто приласкает\n",
            "и не злить вокруг спокойный\n",
            "взгляд не спать ты вспоминаешь\n",
            "\n",
            "19\n",
            "мне вдаль за собою словно\n",
            "жизнь свою одну за мыслью\n",
            "ввысь кричала душа снова\n",
            "вот и все простые мысли\n",
            "\n",
            "20\n",
            "чем грибы ночами стоны\n",
            "и минуты провожают\n",
            "сердце музыкой и звоном\n",
            "сладким смехом пролетают\n",
            "\n",
            "21\n",
            "жизнь уж вовсе на исходе\n",
            "дождик мчится вновь из гнезда\n",
            "и один лишь миг приходит\n",
            "и а на глазах лишь глаза\n",
            "\n",
            "22\n",
            "похоти утех и лучших\n",
            "этих жилах души пришла\n",
            "чашу мне испить но лучше\n",
            "не терять когда нет дела\n",
            "\n",
            "23\n",
            "и ткань бисером при свете\n",
            "глазки распахну и крикнуть\n",
            "пусть пусть будет тихим летом\n",
            "а звонок багровым криком\n",
            "\n",
            "24\n",
            "знает только слово клетку\n",
            "вам ведь осень пусть планета\n",
            "все преподнесёт вы дети\n",
            "не старели до кокетства\n",
            "\n",
            "25\n",
            "старый мир уже увидит\n",
            "он не раз душа открыта\n",
            "там где жизни всё зависит\n",
            "от нас до сих пор размыты\n",
            "\n",
            "26\n",
            "те углы включив пространство\n",
            "как луч не спеша от счастья\n",
            "по краю а что восстанет\n",
            "без тени какие краски\n",
            "\n",
            "27\n",
            "дня когда по сердце светлым\n",
            "богу богу близок долгий\n",
            "день на тихом лунном свете\n",
            "стану новой жизни полной\n",
            "\n",
            "28\n",
            "у людей они на гвоздик\n",
            "фальшь и как доспехи просто\n",
            "плеть вливаясь смыслом груди\n",
            "из родной рук но лишь трогать\n",
            "\n",
            "29\n",
            "солнце на своем пространстве\n",
            "солнце хочет прикасаться\n",
            "темноте ночном тумане\n",
            "трав и поле ароматов\n",
            "\n",
            "30\n",
            "пробуди тебя не сладком\n",
            "да она тобой не рада\n",
            "вот на полудрёме старый\n",
            "спой мне песни очень ранней\n",
            "\n",
            "31\n",
            "не понять мне слов и чтобы\n",
            "ты меня любил и близким\n",
            "я не доверял и кто-то\n",
            "звал найти гораздо ближе\n",
            "\n",
            "32\n",
            "уж весна идет быстрее\n",
            "нас уже ты ощущаешь\n",
            "старым ты достал деревьев\n",
            "луч зима вдруг подступает\n",
            "\n",
            "33\n",
            "на холсте пленяя каждый\n",
            "запах от небесной дымки\n",
            "за росой укутан даже\n",
            "под дождем нет у них реки\n",
            "\n",
            "34\n",
            "только стойко машет кто-то\n",
            "темноту сегодня вместе\n",
            "будет путь ее да колкий\n",
            "и болит на наше время\n",
            "\n",
            "35\n",
            "где ты ты гой еси словно\n",
            "точь всегда о новом дитя\n",
            "чём ты думаешь ты вовсе\n",
            "не урок а то ты дивный\n",
            "\n",
            "36\n",
            "лишь ведь очень и а это\n",
            "мы спешим лекарства всюду\n",
            "вот так не прожить ах этот\n",
            "самолёт кружится вьюгой\n",
            "\n",
            "37\n",
            "духе горькими слезами\n",
            "жизнь полна благословенья\n",
            "но бегут как за плечами\n",
            "вот что мы марионетки\n",
            "\n",
            "38\n",
            "самой этой сладкой вьюгой\n",
            "быть ведь проще жить мне страшно\n",
            "я а может что кровь льются\n",
            "всем словам которой рада\n",
            "\n",
            "39\n",
            "нас слезам недавно стало\n",
            "некого гонять игрушку\n",
            "эту ночь ушла за дальний\n",
            "край и стали пить подушку\n",
            "\n",
            "40\n",
            "нос что под сосной и сказкой\n",
            "кровь нельзя прикрыл пороки\n",
            "меньше о войне но сами\n",
            "не спросили от народа\n",
            "\n",
            "41\n",
            "я куплю себе кумира\n",
            "на своей груди я краски\n",
            "жизнь как дань мечте стремится\n",
            "нас любовь и ум и разум\n",
            "\n",
            "42\n",
            "ты прости меня мне мало\n",
            "на теле артиста поднял\n",
            "вместе наше имя было\n",
            "мы и на все шутки глядя\n",
            "\n",
            "43\n",
            "думал я где ты сегодня\n",
            "думаешь что день наш глупо\n",
            "знаю что уже проходит\n",
            "зря а мне не просто лучше\n",
            "\n",
            "44\n",
            "Error:  Poem transform filtered out all words\n",
            "45\n",
            "делая на свете вечно\n",
            "праведно жить полагаю\n",
            "же на это и ты веришь\n",
            "и что цветы зацветают\n",
            "\n",
            "46\n",
            "не решить а я нормальный\n",
            "быть если я он где-нибудь\n",
            "впрочем столько я огласки\n",
            "я вверх на твоей странице\n",
            "\n",
            "47\n",
            "я о облака кто может\n",
            "и что так бывает много\n",
            "столько мыслей будет можно\n",
            "изменить вовеки можно\n",
            "\n",
            "48\n",
            "что бы ты была быстрее\n",
            "я по ним всегда не буду\n",
            "быть под небо лить осенний\n",
            "смех а это имя будет\n",
            "\n",
            "49\n",
            "как дали и томик счастья\n",
            "год семь здесь вселенной кормят\n",
            "наш век все живут там чаша\n",
            "новая горчит как кофе\n",
            "\n",
            "50\n",
            "школа увела оставив\n",
            "время чтобы нам обняться\n",
            "очень хочется поплавать\n",
            "на пути а что меняет\n",
            "\n",
            "51\n",
            "не ты мне жизнь подарила\n",
            "чтобы от мук у на фоне\n",
            "быть они не покорили\n",
            "даже сквозь горы и формы\n",
            "\n",
            "52\n",
            "вами ты живёшь на прошлом\n",
            "месте прошлых лет застрянет\n",
            "страшное когда да просто\n",
            "быть любимой и горящей\n",
            "\n",
            "53\n",
            "без души очарованье\n",
            "что же не было далёко\n",
            "от немой воспоминаний\n",
            "но не нужны им полёты\n",
            "\n",
            "54\n",
            "сем места нет на лохмотьях\n",
            "жизнь расплата на не буду\n",
            "что бы делали прохожий\n",
            "вынес и ни что за мудрость\n",
            "\n",
            "55\n",
            "памяти вонзила когти\n",
            "власти хаос и заборы\n",
            "и вниз как не нами части\n",
            "всем что он высок тобою\n",
            "\n",
            "56\n",
            "их прах нам не нужны чужды\n",
            "ну а стих не ты игрушка\n",
            "стать твоей что выше звезды\n",
            "я другой ещё бегущим\n",
            "\n",
            "57\n",
            "Error:  Poem transform filtered out all words\n",
            "58\n",
            "всех и дедов не всех наших\n",
            "я спросил народ мы вести\n",
            "за лету равны но наша\n",
            "жизнь кипит и рвёт на части\n",
            "\n",
            "59\n",
            "по уму но что то это\n",
            "и мне бы быть чтоб подарок\n",
            "был не умереть я этот\n",
            "день не также не удачный\n",
            "\n",
            "60\n",
            "и поют про счастье пахнет\n",
            "ты хотя бы дёгтя сколько\n",
            "мог спать ты всегда на стене\n",
            "а хотя весь день я кофе\n",
            "\n",
            "61\n",
            "да ключи ты и жди эту\n",
            "он теперь шквал без ответа\n",
            "по мне ни какого это\n",
            "следу мой грех не утешит\n",
            "\n",
            "62\n",
            "зубки я тебе бесплатно\n",
            "очень предаюсь и столько\n",
            "вспомнил как мне жить осталось\n",
            "где-то на строю но снова\n",
            "\n",
            "63\n",
            "философии на тризне\n",
            "и уже на смену весны\n",
            "есть зима но а мир близко\n",
            "что да я вдруг как же пусты\n",
            "\n",
            "64\n",
            "только я и да на свете\n",
            "же не да и на всё странно\n",
            "вот как будто бы без света\n",
            "мне бы давно пора правды\n",
            "\n",
            "65\n",
            "ой как у крыш зимы нету\n",
            "видишь от ветра все пятна\n",
            "а ворона жара небо\n",
            "небо от ветра и ветра\n",
            "\n",
            "66\n",
            "раз уж этот миг рассеял\n",
            "давно не они глас снова\n",
            "из холодной глаз исчезло\n",
            "все что завтра нет не скоро\n",
            "\n",
            "67\n",
            "да и то за то что страшно\n",
            "это потерять спокойно\n",
            "чем широкой лишь о счастье\n",
            "или о своём покое\n",
            "\n",
            "68\n",
            "он из речки ил а сверху\n",
            "мокрые скалы взлетают\n",
            "кружит сладко он на свете\n",
            "ней и счастья не хватает\n",
            "\n",
            "69\n",
            "глаз и снова стаи страстно\n",
            "губ и чист душой и страстно\n",
            "молод свой бег не из цветов\n",
            "из трав и запахи цветов\n",
            "\n",
            "70\n",
            "сна и света всем рассветы\n",
            "он сегодня долго слушать\n",
            "обещает он наверно\n",
            "светлый праздник птичье душных\n",
            "\n",
            "71\n",
            "ты смерть поведет как влево\n",
            "и те не играют света\n",
            "и цель неплохой о вере\n",
            "скажет не нашёл но вечно\n",
            "\n",
            "72\n",
            "мы своей судьбой сложили\n",
            "люди прямо здесь без свечи\n",
            "суть есть миг как на прожитых\n",
            "нами а раз да вне ночи\n",
            "\n",
            "73\n",
            "одному лишь каждым взглядом\n",
            "ищем что там то теряем\n",
            "ночью говорят что рядом\n",
            "нет всех многих лет горячим\n",
            "\n",
            "74\n",
            "свечи и свет под навстречу\n",
            "нам ключи за ним откроем\n",
            "вы такую жизнь конечно\n",
            "почему оно такое\n",
            "\n",
            "75\n",
            "и не больше как ты станешь\n",
            "рад тех кошки кронах словно\n",
            "детства о красивой сказке\n",
            "спят волнение и стоны\n",
            "\n",
            "76\n",
            "вам черёд всех не хватает\n",
            "тут вопрос о другом стали\n",
            "кто вас не друзья встречаем\n",
            "кем ты как он мирно вдали\n",
            "\n",
            "77\n",
            "а оно неуловимо\n",
            "а было оно пожалуй\n",
            "было всё остановилось\n",
            "и я не могу сдержаться\n",
            "\n",
            "78\n",
            "снова оставляя пятна\n",
            "на ее попытке туза\n",
            "взглядом и все смоет цвета\n",
            "двух глаз там открою глаза\n",
            "\n",
            "79\n",
            "что мне будет не жить стоя\n",
            "ведь жизнь без грусти пожалей\n",
            "жизнь и нашу веру чтобы\n",
            "знал ты о самом начале\n",
            "\n",
            "80\n",
            "днем и искренне мечтает\n",
            "стать у них нужны друг другу\n",
            "цой а дом что не настала\n",
            "крыш капель но ветер дует\n",
            "\n",
            "81\n",
            "человечек этот сложен\n",
            "всё что стало нам всем странным\n",
            "как ты тут на есть ты уже\n",
            "то ли думаешь так странно\n",
            "\n",
            "82\n",
            "где наш город изначально\n",
            "мёртв между строк наши окна\n",
            "не забыты обещаньям\n",
            "знай где ждёт со мною вина\n",
            "\n",
            "83\n",
            "часть я остаюсь под слишком\n",
            "там вдруг радость а здесь дружба\n",
            "и страдания и близких\n",
            "наших эта лень друг другу\n",
            "\n",
            "84\n",
            "но и страх за этим старым\n",
            "дверью значит стал он старшим\n",
            "три лет но он был от счастья\n",
            "рамы ради а для души\n",
            "\n",
            "85\n",
            "как ты вырос счастье значит\n",
            "пролетело пролетело\n",
            "лето ночь летит над нами\n",
            "бог и мама улетели\n",
            "\n",
            "86\n",
            "не любить и страшной страстью\n",
            "есть желание такого\n",
            "быть самим собой кто скажет\n",
            "все равно и что такое\n",
            "\n",
            "87\n",
            "рабстве но со стуком звонко\n",
            "то чем я губами спрятал\n",
            "стресс ах пока пили воду\n",
            "и держал принцессу сяду\n",
            "\n",
            "88\n",
            "хочется весну услышать\n",
            "и магнит твоя природа\n",
            "о чём говорит всевышний\n",
            "наше счастье мы находим\n",
            "\n",
            "89\n",
            "не летящие и эти\n",
            "крылья у берёз и листьев\n",
            "суть нам не понять что это\n",
            "потому что мы все лихо\n",
            "\n",
            "90\n",
            "выше этих очень полей\n",
            "же мне у них ту ту пору\n",
            "не было мало у нашей\n",
            "судьбы вспомнился мне город\n",
            "\n",
            "91\n",
            "и плену страстей на славу\n",
            "жизненном потоке мыслей\n",
            "нас и мнёт вновь для нас право\n",
            "права ну и все так быстро\n",
            "\n",
            "92\n",
            "вечного мяса на ветру\n",
            "не унять мой глас сатаны\n",
            "выйдет сделать бы всё черту\n",
            "и глаза я сам скитаюсь\n",
            "\n",
            "93\n",
            "ветерок что а кот добрый\n",
            "во мгле кто то это слышит\n",
            "тем порочным утром дождик\n",
            "ледяной стучит по крышам\n",
            "\n",
            "94\n",
            "ждём что потерял ты раньше\n",
            "средь не гладила пшеницы\n",
            "увлечён ты будто разум\n",
            "мой чтоб мчаться за границу\n",
            "\n",
            "95\n",
            "кто меня жмет замечаю\n",
            "мы тебе даём всем взглядам\n",
            "слабость рук я призываю\n",
            "жизнь другим таким же взглядом\n",
            "\n",
            "96\n",
            "знаю почему же знает\n",
            "я тебя а что же дальше\n",
            "он и может вот не знаю\n",
            "для чего же хочешь раньше\n",
            "\n",
            "97\n",
            "боль но он как ветер свищет\n",
            "ну а путь мой на песчаных\n",
            "строчках жизнь меняют видно\n",
            "нет расставила капканы\n",
            "\n",
            "98\n",
            "буду презирать ожоги\n",
            "во рту как запах молока\n",
            "мне не станет от другого\n",
            "утром много лет сорока\n",
            "\n",
            "99\n",
            "наш небесный исполняет\n",
            "и сыночек понимает\n",
            "он любовью управляет\n",
            "и везде мы выбираем\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "zyHI7JGRZpMe"
      },
      "source": [
        "from rupo.api import Engine"
      ],
      "execution_count": 8,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Pipzow5wZ024"
      },
      "source": [
        "engine = Engine(language=\"ru\")"
      ],
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 324
        },
        "id": "D6_-2uMuPUpZ",
        "outputId": "c0c0d342-3742-46e4-9f00-3f99ea7c9015"
      },
      "source": [
        "text = 'Ну вот и я русь моя'\n",
        "engine.classify_metre(text)"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "error",
          "ename": "TypeError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m<ipython-input-10-346458ecb84b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mtext\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'Ну вот и я русь моя'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mengine\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassify_metre\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/content/rupo/rupo/api.py\u001b[0m in \u001b[0;36mclassify_metre\u001b[0;34m(self, text, language)\u001b[0m\n\u001b[1;32m    128\u001b[0m         \u001b[0;34m:\u001b[0m\u001b[0;32mreturn\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mего\u001b[0m \u001b[0mметр\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    129\u001b[0m         \"\"\"\n\u001b[0;32m--> 130\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mMetreClassifier\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassify_metre\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMarkup\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mprocess_text\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_stress_predictor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlanguage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmetre\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    131\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    132\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mgenerate_markups\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput_path\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minput_type\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mFileType\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_path\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moutput_type\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mFileType\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m->\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/content/rupo/rupo/api.py\u001b[0m in \u001b[0;36mget_stress_predictor\u001b[0;34m(self, language, stress_model_path, raw_stress_dict_path, stress_trie_path, zalyzniak_dict, cmu_dict)\u001b[0m\n\u001b[1;32m     78\u001b[0m             self.stress_predictors[language] = CombinedStressPredictor(language, stress_model_path,\n\u001b[1;32m     79\u001b[0m                                                                        \u001b[0mraw_stress_dict_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstress_trie_path\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 80\u001b[0;31m                                                                        zalyzniak_dict, cmu_dict)\n\u001b[0m\u001b[1;32m     81\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstress_predictors\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mlanguage\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     82\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/content/rupo/rupo/stress/predictor.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, language, stress_model_path, raw_stress_dict_path, stress_trie_path, zalyzniak_dict, cmu_dict)\u001b[0m\n\u001b[1;32m     69\u001b[0m     def __init__(self, language=\"ru\", stress_model_path: str=RU_STRESS_DEFAULT_MODEL, raw_stress_dict_path=None,\n\u001b[1;32m     70\u001b[0m                  stress_trie_path=None, zalyzniak_dict=ZALYZNYAK_DICT, cmu_dict=CMU_DICT):\n\u001b[0;32m---> 71\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrnn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mStressModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstress_model_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     72\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdict\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDictStressPredictor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlanguage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mraw_stress_dict_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstress_trie_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mzalyzniak_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcmu_dict\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     73\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/russ/stress/model.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(cls, serialization_dir, params_file, weights_file, vocabulary_dir, stress_dict_path, cuda_device, **kwargs)\u001b[0m\n\u001b[1;32m     98\u001b[0m              \u001b[0mcuda_device\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mint\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m-\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     99\u001b[0m              **kwargs) -> 'StressModel':\n\u001b[0;32m--> 100\u001b[0;31m         \u001b[0mparams_file\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mparams_file\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mserialization_dir\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"config.json\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    101\u001b[0m         \u001b[0mparams\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mParams\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mparams_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    102\u001b[0m         \u001b[0mparams\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"vocab\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/lib/python3.7/posixpath.py\u001b[0m in \u001b[0;36mjoin\u001b[0;34m(a, *p)\u001b[0m\n\u001b[1;32m     78\u001b[0m     \u001b[0mwill\u001b[0m \u001b[0mbe\u001b[0m \u001b[0mdiscarded\u001b[0m\u001b[0;34m.\u001b[0m  \u001b[0mAn\u001b[0m \u001b[0mempty\u001b[0m \u001b[0mlast\u001b[0m \u001b[0mpart\u001b[0m \u001b[0mwill\u001b[0m \u001b[0mresult\u001b[0m \u001b[0;32min\u001b[0m \u001b[0ma\u001b[0m \u001b[0mpath\u001b[0m \u001b[0mthat\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     79\u001b[0m     ends with a separator.\"\"\"\n\u001b[0;32m---> 80\u001b[0;31m     \u001b[0ma\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfspath\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     81\u001b[0m     \u001b[0msep\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_get_sep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0ma\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     82\u001b[0m     \u001b[0mpath\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0ma\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mTypeError\u001b[0m: expected str, bytes or os.PathLike object, not NoneType"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "daV8JegAZmnl"
      },
      "source": [
        ""
      ],
      "execution_count": 34,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_Acs6rCfaLQo",
        "outputId": "5ae69834-b666-469e-886d-8ff8d77b6bfa"
      },
      "source": [
        "help(engine.load)"
      ],
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Help on method load in module rupo.api:\n",
            "\n",
            "load(stress_model_path: str, zalyzniak_dict: str, raw_stress_dict_path=None, stress_trie_path=None) method of rupo.api.Engine instance\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "fEzq3H9saPhH"
      },
      "source": [
        "from rupo.api import Engine\n",
        "from rupo.settings import RU_STRESS_DEFAULT_MODEL, ZALYZNYAK_DICT\n",
        "engine = Engine(language=\"ru\")\n",
        "engine.load(RU_STRESS_DEFAULT_MODEL, ZALYZNYAK_DICT)"
      ],
      "execution_count": 26,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "41DQPEqDbbft",
        "outputId": "a1cbb733-d5f1-4c0a-8345-d0c1e924febc"
      },
      "source": [
        "print(engine.is_rhyme(\"корова\", \"здорова\"), \n",
        "engine.get_stresses(\"прогулка\") ,\n",
        "engine.get_word_syllables(\"корова\"))"
      ],
      "execution_count": 34,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "True [4] ['ко', 'ро', 'ва']\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "yt8cRMBQn4BS"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}