First commit

.flake8

@@ -0,0 +1,19 @@
+[flake8]
+ignore =
+  D203,
+  # line too long
+  E501
+per-file-ignores =
+  # imported but unused
+  # __init__.py: F401
+  test_*.py: F401
+exclude =
+  .git,
+  __pycache__,
+  docs/source/conf.py,
+  old,
+  build,
+  dist,
+  .venv
+  pad*.py
+max-complexity = 25

.github/workflows/codeql-analysis.yml

@@ -0,0 +1,67 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+# ******** NOTE ********
+# We have attempted to detect the languages in your repository. Please check
+# the `language` matrix defined below to confirm you have the correct set of
+# supported CodeQL languages.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ master ]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: [ master ]
+  schedule:
+    - cron: '16 15 * * 2'
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python' ]
+        # Learn more:
+        # https://docs.github.com/en/free-pro-team@latest/github/finding-security-vulnerabilities-and-errors-in-your-code/configuring-code-scanning#changing-the-languages-that-are-analyzed
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v2
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v1
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+        # queries: ./path/to/local/query, your-org/your-repo/queries@main
+
+    # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
+    # If this step fails, then you should remove it and run the build manually (see below)
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@v1
+
+    # ℹ️ Command-line programs to run using the OS shell.
+    # 📚 https://git.io/JvXDl
+
+    # ✏️ If the Autobuild fails above, remove it and uncomment the following three lines
+    #    and modify them (or add more) to build your code if your project
+    #    uses a compiled language
+
+    #- run: |
+    #   make bootstrap
+    #   make release
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v1

.github/workflows/routine-tests.yml

@@ -0,0 +1,30 @@
+name: tests
+
+on:
+  push:
+
+jobs:
+  flake8-pytest:
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: [3.7, 3.8]
+        poetry-version: [1.1.2]
+        os: [ubuntu-18.04, macos-latest, windows-latest]
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - uses: abatilo/[email protected]
+        with:
+          poetry-version: ${{ matrix.poetry-version }}
+      - name: Install packages
+        run: poetry install  # --no-dev
+      - name: Run flake8
+        run: |
+          poetry run flake8 --exit-zero
+          # poetry run pytest
+      - name: Run pytest
+        run: poetry run pytest

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2020 ffreemt
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

@@ -0,0 +1,26 @@
+# convbot
+[![tests](https://github.com/ffreemt/convbot/actions/workflows/routine-tests.yml/badge.svg)](https://github.com/ffreemt/convbot/actions)[![python](https://img.shields.io/static/v1?label=python+&message=3.7%2B&color=blue)](https://img.shields.io/static/v1?label=python+&message=3.7%2B&color=blue)[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)[![PyPI version](https://badge.fury.io/py/convbot.svg)](https://badge.fury.io/py/convbot)
+
+A conversational bot based on huggingface transformers
+
+## Install it
+
+```shell
+pip install convbot
+# or poetry add convbot
+# pip install git+htts://github.com/ffreemt/convbot
+# poetry add git+htts://github.com/ffreemt/convbot
+
+# To upgrade
+pip install convbot -U
+# or poetry add convbot@latest
+```
+
+## Use it
+```python
+from convbot import convbot
+
+convertbot("How are you?")
+# I am good  # or along that line
+
+```

convbot/__init__.py

@@ -0,0 +1,5 @@
+"""Init."""
+__version__ = "0.1.0"
+from .convbot import convbot
+
+__all__ = ("convbot",)

convbot/convbot.py

@@ -0,0 +1,124 @@
+"""Generate a response."""
+# pylint:disable=line-too-long, too-many-argument
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+from logzero import logger
+
+# model_name = "microsoft/DialoGPT-large"
+# model_name = "microsoft/DialoGPT-small"
+# pylint: disable=invalid-name
+model_name = "microsoft/DialoGPT-medium"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForCausalLM.from_pretrained(model_name)
+
+
+def _convbot(
+        text: str,
+        max_length: int = 1000,
+        do_sample: bool = True,
+        top_p: float = 0.95,
+        top_k: int = 0,
+        temperature: float = 0.75,
+) -> str:
+    """Generate a reponse.
+
+    Args
+        n_retires: retry if response is  "" or the same as previouse resp.
+
+    Returns
+        reply
+    """
+    try:
+        chat_history_ids = _convbot.chat_history_ids
+    except AttributeError:
+        chat_history_ids = ""
+
+    try:
+        chat_history_ids = _convbot.chat_history_ids
+    except AttributeError:
+        chat_history_ids = ""
+
+    input_ids = tokenizer.encode(text + tokenizer.eos_token, return_tensors="pt")
+    if chat_history_ids:
+        bot_input_ids = torch.cat([chat_history_ids,  input_ids], dim=-1)
+    else:
+        bot_input_ids = input_ids
+
+    # generate a bot response
+    chat_history_ids = model.generate(
+        bot_input_ids,
+        max_length=max_length,
+        do_sample=do_sample,
+        top_p=top_p,
+        top_k=top_k,
+        temperature=temperature,
+        pad_token_id=tokenizer.eos_token_id
+    )
+
+    output = tokenizer.decode(chat_history_ids[:, bot_input_ids.shape[-1]:][0], skip_special_tokens=True)
+    _convbot.chat_history_ids = chat_history_ids
+
+    return output
+
+
+def convbot(
+        text: str,
+        n_reties: int = 3,
+        max_length: int = 1000,
+        do_sample: bool = True,
+        top_p: float = 0.95,
+        top_k: int = 0,
+        temperature: float = 0.75,
+) -> str:
+    """Generate a response."""
+    try:
+        n_reties = int(n_reties)
+    except Exception as e:
+        logger.error(e)
+        raise
+    try:
+        prev_resp = convbot.prev_resp
+    except AttributeError:
+        prev_resp = ""
+
+    resp = _convbot(text, max_length, top_p, top_p, temperature)
+    
+    # retry n_retires if resp is empty
+    if not resp.strip():
+        idx = 0
+        while idx < n_retires:
+            idx += 1
+            _convbot.chat_history_ids = ""
+            resp = _convbot(text, max_length, top_p, top_p, temperature)
+            if resp.strip():
+                break
+        else:
+            logger.warning("bot acting up (empty response), something has gone awry")
+    
+    # check repeated responses
+    if resp.strip() == convbot.prev_resp:
+        idx = 0
+        while idx < n_retires:
+            idx += 1
+            resp = _convbot(text, max_length, top_p, top_p, temperature)
+            if resp.strip() != convbot.prev_resp: 
+                break
+        else:
+            logger.warning("bot acting up (repeating), something has gone awry")
+
+    convbot.prev_resp = resp
+
+    return resp
+
+
+def main():
+    print("Talk to me")
+    while 1:
+        text = input("You: ")
+        resp = _convbot(text)
+        print("Bot: ", resp)
+
+
+if __name__ == "__main__":
+    main()
+

nodemon.json

@@ -0,0 +1,21 @@
+{
+  "restartable": "rs",
+  "ignore": [
+    ".venv",
+    ".git",
+    "node_modules/**/node_modules"
+  ],
+  "verbose": true,
+  "execMap": {
+    "js": "node --harmony"
+  },
+  "watch": [
+    "tests",
+    "test/fixtures/",
+    "test/samples/"
+  ],
+  "env": {
+    "NODE_ENV": "development"
+  },
+  "ext": "js json py"
+}

package.json

@@ -0,0 +1,27 @@
+{
+    "name": "convbot",
+    "version": "0.1.0",
+    "description": "description",
+    "main": "index.js",
+    "repository": "[email protected]:ffreemt/convbot.git",
+    "author": "ffreemt",
+    "license": "MIT",
+    "dependencies": {
+        "npm-run-all": "^4.1.5"
+    },
+    "scripts": {
+        "start": "pyright && pytest && yarn style",
+        "test": "nodemon -w tests -w convbot -x pytest tests",
+        "pyright": "nodemon -w convbot -w .venv -e .py -x pyright convbot tests",
+        "pytest": "nodemon -w tests -w convbot -e .py -x pytest tests convbot",
+        "style": "nodemon -w convbot -w tests -x \"black tests convbot && python -m flake8\"",
+        "docstyle": "nodemon -w convbot -w tests -x pydocstyle --convention=google tests convbot",
+        "pylint": "nodemon -w convbot -e .py -x pylint convbot",
+        "test:convbot": "nodemon -w tests -e .py -x pytest -k convbot tests",
+        "publish": "poetry build && poetry publish",
+        "black": "black tests convbot",
+        "flake8": "flake8 tests convbot",
+        "pep257": "pep257 tests convbot",
+        "final": "run-s pep257 black flake8 pytest"
+    }
+}

poetry.lock

@@ -0,0 +1,869 @@
+[[package]]
+name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "19.3.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "pytest-azurepipelines"]
+dev = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "pre-commit"]
+docs = ["sphinx", "zope.interface"]
+tests = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
+
+[[package]]
+name = "certifi"
+version = "2021.5.30"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.0.3"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.5.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "cli-ui"
+version = "0.10.3"
+description = "Build Nice User Interfaces In The Terminal"
+category = "dev"
+optional = false
+python-versions = ">=3.5,<4.0"
+
+[package.dependencies]
+colorama = ">=0.4.1,<0.5.0"
+tabulate = ">=0.8.3,<0.9.0"
+unidecode = ">=1.0.23,<2.0.0"
+
+[[package]]
+name = "click"
+version = "8.0.1"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "colorama"
+version = "0.4.4"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "contextlib2"
+version = "21.6.0"
+description = "Backports and enhancements for the contextlib module"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "filelock"
+version = "3.0.12"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "flake8"
+version = "3.9.2"
+description = "the modular source code checker: pep8 pyflakes and co"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+mccabe = ">=0.6.0,<0.7.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
+
+[[package]]
+name = "huggingface-hub"
+version = "0.0.12"
+description = "Client library to download and publish models on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.dependencies]
+filelock = "*"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+packaging = ">=20.9"
+requests = "*"
+tqdm = "*"
+typing-extensions = "*"
+
+[package.extras]
+all = ["pytest", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+testing = ["pytest"]
+torch = ["torch"]
+
+[[package]]
+name = "idna"
+version = "3.2"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "4.6.1"
+description = "Read metadata from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+perf = ["ipython"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "joblib"
+version = "1.0.1"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "logzero"
+version = "1.7.0"
+description = "Robust and effective logging for Python 2 and 3"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+
+[[package]]
+name = "mccabe"
+version = "0.6.1"
+description = "McCabe checker, plugin for flake8"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "more-itertools"
+version = "8.8.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "numpy"
+version = "1.21.1"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "packaging"
+version = "21.0"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2"
+
+[[package]]
+name = "pastel"
+version = "0.2.1"
+description = "Bring colors to your terminal."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pep257"
+version = "0.7.0"
+description = "Python docstring style checker"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+
+[[package]]
+name = "poethepoet"
+version = "0.10.0"
+description = "A task runner that works well with poetry."
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.dependencies]
+pastel = ">=0.2.0,<0.3.0"
+tomlkit = ">=0.6.0,<1.0.0"
+
+[[package]]
+name = "py"
+version = "1.10.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pycodestyle"
+version = "2.7.0"
+description = "Python style guide checker"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyflakes"
+version = "2.3.1"
+description = "passive checker of Python programs"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pyparsing"
+version = "2.4.7"
+description = "Python parsing module"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "pytest"
+version = "5.4.3"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=17.4.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
+more-itertools = ">=4.0.0"
+packaging = "*"
+pluggy = ">=0.12,<1.0"
+py = ">=1.5.0"
+wcwidth = "*"
+
+[package.extras]
+checkqa-mypy = ["mypy (==v0.761)"]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+name = "pyyaml"
+version = "5.4.1"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[[package]]
+name = "regex"
+version = "2021.7.6"
+description = "Alternative regular expression module, to replace re."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "requests"
+version = "2.26.0"
+description = "Python HTTP for Humans."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = {version = ">=2.0.0,<2.1.0", markers = "python_version >= \"3\""}
+idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
+urllib3 = ">=1.21.1,<1.27"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+
+[[package]]
+name = "sacremoses"
+version = "0.0.45"
+description = "SacreMoses"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = "*"
+six = "*"
+tqdm = "*"
+
+[[package]]
+name = "schema"
+version = "0.7.4"
+description = "Simple data validation library"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+contextlib2 = ">=0.5.5"
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "tabulate"
+version = "0.8.9"
+description = "Pretty-print tabular data"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.extras]
+widechars = ["wcwidth"]
+
+[[package]]
+name = "tbump"
+version = "6.3.2"
+description = "Bump software releases"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+
+[package.dependencies]
+attrs = ">=19.3.0,<20.0.0"
+cli-ui = ">=0.10.3,<0.11.0"
+docopt = ">=0.6.2,<0.7.0"
+schema = ">=0.7.1,<0.8.0"
+tomlkit = ">=0.5.8"
+
+[[package]]
+name = "tokenizers"
+version = "0.10.3"
+description = "Fast and Customizable Tokenizers"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+testing = ["pytest"]
+
+[[package]]
+name = "tomlkit"
+version = "0.7.2"
+description = "Style preserving TOML library"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "torch"
+version = "1.9.0"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+typing-extensions = "*"
+
+[[package]]
+name = "tqdm"
+version = "4.61.2"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+telegram = ["requests"]
+
+[[package]]
+name = "transformers"
+version = "4.9.0"
+description = "State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch"
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.dependencies]
+filelock = "*"
+huggingface-hub = "0.0.12"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+numpy = ">=1.17"
+packaging = "*"
+pyyaml = ">=5.1"
+regex = "!=2019.12.17"
+requests = "*"
+sacremoses = "*"
+tokenizers = ">=0.10.1,<0.11"
+tqdm = ">=4.27"
+
+[package.extras]
+all = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jax (>=0.2.8)", "jaxlib (>=0.1.65)", "flax (>=0.3.4)", "optax (>=0.0.8)", "sentencepiece (==0.1.91)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "soundfile", "torchaudio", "pillow", "optuna", "ray", "timm", "codecarbon (==1.2.0)"]
+codecarbon = ["codecarbon (==1.2.0)"]
+deepspeed = ["deepspeed (>=0.4.3)"]
+dev = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jax (>=0.2.8)", "jaxlib (>=0.1.65)", "flax (>=0.3.4)", "optax (>=0.0.8)", "sentencepiece (==0.1.91)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "soundfile", "torchaudio", "pillow", "optuna", "ray", "timm", "codecarbon (==1.2.0)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (==21.4b0)", "sacrebleu (>=1.4.12)", "rouge-score", "nltk", "gitpython", "faiss-cpu", "cookiecutter (==1.7.2)", "isort (>=5.5.4)", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "docutils (==0.16.0)", "recommonmark", "sphinx (==3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinx-copybutton", "sphinxext-opengraph (==0.4.1)", "scikit-learn"]
+docs = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jax (>=0.2.8)", "jaxlib (>=0.1.65)", "flax (>=0.3.4)", "optax (>=0.0.8)", "sentencepiece (==0.1.91)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "soundfile", "torchaudio", "pillow", "optuna", "ray", "timm", "codecarbon (==1.2.0)", "docutils (==0.16.0)", "recommonmark", "sphinx (==3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinx-copybutton", "sphinxext-opengraph (==0.4.1)"]
+docs_specific = ["docutils (==0.16.0)", "recommonmark", "sphinx (==3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinx-copybutton", "sphinxext-opengraph (==0.4.1)"]
+fairscale = ["fairscale (>0.3)"]
+flax = ["jax (>=0.2.8)", "jaxlib (>=0.1.65)", "flax (>=0.3.4)", "optax (>=0.0.8)"]
+integrations = ["optuna", "ray"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)"]
+modelcreation = ["cookiecutter (==1.7.2)"]
+onnx = ["onnxconverter-common", "keras2onnx", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+optuna = ["optuna"]
+quality = ["black (==21.4b0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+ray = ["ray"]
+retrieval = ["faiss-cpu", "datasets"]
+sagemaker = ["sagemaker (>=2.31.0)"]
+sentencepiece = ["sentencepiece (==0.1.91)", "protobuf"]
+serving = ["pydantic", "uvicorn", "fastapi", "starlette"]
+sklearn = ["scikit-learn"]
+speech = ["soundfile", "torchaudio"]
+testing = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (==21.4b0)", "sacrebleu (>=1.4.12)", "rouge-score", "nltk", "gitpython", "faiss-cpu", "cookiecutter (==1.7.2)"]
+tf = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx"]
+tf-cpu = ["tensorflow-cpu (>=2.3)", "onnxconverter-common", "keras2onnx"]
+timm = ["timm"]
+tokenizers = ["tokenizers (>=0.10.1,<0.11)"]
+torch = ["torch (>=1.0)"]
+torchhub = ["filelock", "huggingface-hub (==0.0.12)", "importlib-metadata", "numpy (>=1.17)", "packaging", "protobuf", "regex (!=2019.12.17)", "requests", "sacremoses", "sentencepiece (==0.1.91)", "torch (>=1.0)", "tokenizers (>=0.10.1,<0.11)", "tqdm (>=4.27)"]
+vision = ["pillow"]
+
+[[package]]
+name = "typing-extensions"
+version = "3.10.0.0"
+description = "Backported and Experimental Type Hints for Python 3.5+"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "unidecode"
+version = "1.2.0"
+description = "ASCII transliterations of Unicode text"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "urllib3"
+version = "1.26.6"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+
+[package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
+secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "zipp"
+version = "3.5.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[metadata]
+lock-version = "1.1"
+python-versions = "^3.7"
+content-hash = "b01467819fe6bc6296d6713719a2ade93ceb9fc4fa93def79634a9480ae852f5"
+
+[metadata.files]
+atomicwrites = [
+    {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
+    {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
+]
+attrs = [
+    {file = "attrs-19.3.0-py2.py3-none-any.whl", hash = "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c"},
+    {file = "attrs-19.3.0.tar.gz", hash = "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"},
+]
+certifi = [
+    {file = "certifi-2021.5.30-py2.py3-none-any.whl", hash = "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"},
+    {file = "certifi-2021.5.30.tar.gz", hash = "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee"},
+]
+charset-normalizer = [
+    {file = "charset-normalizer-2.0.3.tar.gz", hash = "sha256:c46c3ace2d744cfbdebceaa3c19ae691f53ae621b39fd7570f59d14fb7f2fd12"},
+    {file = "charset_normalizer-2.0.3-py3-none-any.whl", hash = "sha256:88fce3fa5b1a84fdcb3f603d889f723d1dd89b26059d0123ca435570e848d5e1"},
+]
+cli-ui = [
+    {file = "cli-ui-0.10.3.tar.gz", hash = "sha256:be517ec1a5385eb22c06d578c08ca65be59a33f00a0c09aa111db44a2f9dd211"},
+    {file = "cli_ui-0.10.3-py3-none-any.whl", hash = "sha256:b1085140a4c843f7fb6053d25a25763ddf4c63106a3345a0b12303a4ff840a25"},
+]
+click = [
+    {file = "click-8.0.1-py3-none-any.whl", hash = "sha256:fba402a4a47334742d782209a7c79bc448911afe1149d07bdabdf480b3e2f4b6"},
+    {file = "click-8.0.1.tar.gz", hash = "sha256:8c04c11192119b1ef78ea049e0a6f0463e4c48ef00a30160c704337586f3ad7a"},
+]
+colorama = [
+    {file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"},
+]
+contextlib2 = [
+    {file = "contextlib2-21.6.0-py2.py3-none-any.whl", hash = "sha256:3fbdb64466afd23abaf6c977627b75b6139a5a3e8ce38405c5b413aed7a0471f"},
+    {file = "contextlib2-21.6.0.tar.gz", hash = "sha256:ab1e2bfe1d01d968e1b7e8d9023bc51ef3509bba217bb730cee3827e1ee82869"},
+]
+docopt = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+filelock = [
+    {file = "filelock-3.0.12-py3-none-any.whl", hash = "sha256:929b7d63ec5b7d6b71b0fa5ac14e030b3f70b75747cef1b10da9b879fef15836"},
+    {file = "filelock-3.0.12.tar.gz", hash = "sha256:18d82244ee114f543149c66a6e0c14e9c4f8a1044b5cdaadd0f82159d6a6ff59"},
+]
+flake8 = [
+    {file = "flake8-3.9.2-py2.py3-none-any.whl", hash = "sha256:bf8fd333346d844f616e8d47905ef3a3384edae6b4e9beb0c5101e25e3110907"},
+    {file = "flake8-3.9.2.tar.gz", hash = "sha256:07528381786f2a6237b061f6e96610a4167b226cb926e2aa2b6b1d78057c576b"},
+]
+huggingface-hub = [
+    {file = "huggingface_hub-0.0.12-py3-none-any.whl", hash = "sha256:5c82ff96897a72e1ed48a94c1796686f120dea05888200522f3994f130c12e6a"},
+    {file = "huggingface_hub-0.0.12.tar.gz", hash = "sha256:661b17fab0c475276fd71603ee7e16c3b3d1d6e812e1b29f40144f64d361e59d"},
+]
+idna = [
+    {file = "idna-3.2-py3-none-any.whl", hash = "sha256:14475042e284991034cb48e06f6851428fb14c4dc953acd9be9a5e95c7b6dd7a"},
+    {file = "idna-3.2.tar.gz", hash = "sha256:467fbad99067910785144ce333826c71fb0e63a425657295239737f7ecd125f3"},
+]
+importlib-metadata = [
+    {file = "importlib_metadata-4.6.1-py3-none-any.whl", hash = "sha256:9f55f560e116f8643ecf2922d9cd3e1c7e8d52e683178fecd9d08f6aa357e11e"},
+    {file = "importlib_metadata-4.6.1.tar.gz", hash = "sha256:079ada16b7fc30dfbb5d13399a5113110dab1aa7c2bc62f66af75f0b717c8cac"},
+]
+joblib = [
+    {file = "joblib-1.0.1-py3-none-any.whl", hash = "sha256:feeb1ec69c4d45129954f1b7034954241eedfd6ba39b5e9e4b6883be3332d5e5"},
+    {file = "joblib-1.0.1.tar.gz", hash = "sha256:9c17567692206d2f3fb9ecf5e991084254fe631665c450b443761c4186a613f7"},
+]
+logzero = [
+    {file = "logzero-1.7.0-py2.py3-none-any.whl", hash = "sha256:23eb1f717a2736f9ab91ca0d43160fd2c996ad49ae6bad34652d47aba908769d"},
+    {file = "logzero-1.7.0.tar.gz", hash = "sha256:7f73ddd3ae393457236f081ffebd044a3aa2e423a47ae6ddb5179ab90d0ad082"},
+]
+mccabe = [
+    {file = "mccabe-0.6.1-py2.py3-none-any.whl", hash = "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42"},
+    {file = "mccabe-0.6.1.tar.gz", hash = "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"},
+]
+more-itertools = [
+    {file = "more-itertools-8.8.0.tar.gz", hash = "sha256:83f0308e05477c68f56ea3a888172c78ed5d5b3c282addb67508e7ba6c8f813a"},
+    {file = "more_itertools-8.8.0-py3-none-any.whl", hash = "sha256:2cf89ec599962f2ddc4d568a05defc40e0a587fbc10d5989713638864c36be4d"},
+]
+numpy = [
+    {file = "numpy-1.21.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:38e8648f9449a549a7dfe8d8755a5979b45b3538520d1e735637ef28e8c2dc50"},
+    {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:fd7d7409fa643a91d0a05c7554dd68aa9c9bb16e186f6ccfe40d6e003156e33a"},
+    {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a75b4498b1e93d8b700282dc8e655b8bd559c0904b3910b144646dbbbc03e062"},
+    {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1412aa0aec3e00bc23fbb8664d76552b4efde98fb71f60737c83efbac24112f1"},
+    {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e46ceaff65609b5399163de5893d8f2a82d3c77d5e56d976c8b5fb01faa6b671"},
+    {file = "numpy-1.21.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:c6a2324085dd52f96498419ba95b5777e40b6bcbc20088fddb9e8cbb58885e8e"},
+    {file = "numpy-1.21.1-cp37-cp37m-win32.whl", hash = "sha256:73101b2a1fef16602696d133db402a7e7586654682244344b8329cdcbbb82172"},
+    {file = "numpy-1.21.1-cp37-cp37m-win_amd64.whl", hash = "sha256:7a708a79c9a9d26904d1cca8d383bf869edf6f8e7650d85dbc77b041e8c5a0f8"},
+    {file = "numpy-1.21.1-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:95b995d0c413f5d0428b3f880e8fe1660ff9396dcd1f9eedbc311f37b5652e16"},
+    {file = "numpy-1.21.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:635e6bd31c9fb3d475c8f44a089569070d10a9ef18ed13738b03049280281267"},
+    {file = "numpy-1.21.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:4a3d5fb89bfe21be2ef47c0614b9c9c707b7362386c9a3ff1feae63e0267ccb6"},
+    {file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a326af80e86d0e9ce92bcc1e65c8ff88297de4fa14ee936cb2293d414c9ec63"},
+    {file = "numpy-1.21.1-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:791492091744b0fe390a6ce85cc1bf5149968ac7d5f0477288f78c89b385d9af"},
+    {file = "numpy-1.21.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0318c465786c1f63ac05d7c4dbcecd4d2d7e13f0959b01b534ea1e92202235c5"},
+    {file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a513bd9c1551894ee3d31369f9b07460ef223694098cf27d399513415855b68"},
+    {file = "numpy-1.21.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:91c6f5fc58df1e0a3cc0c3a717bb3308ff850abdaa6d2d802573ee2b11f674a8"},
+    {file = "numpy-1.21.1-cp38-cp38-win32.whl", hash = "sha256:978010b68e17150db8765355d1ccdd450f9fc916824e8c4e35ee620590e234cd"},
+    {file = "numpy-1.21.1-cp38-cp38-win_amd64.whl", hash = "sha256:9749a40a5b22333467f02fe11edc98f022133ee1bfa8ab99bda5e5437b831214"},
+    {file = "numpy-1.21.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:d7a4aeac3b94af92a9373d6e77b37691b86411f9745190d2c351f410ab3a791f"},
+    {file = "numpy-1.21.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d9e7912a56108aba9b31df688a4c4f5cb0d9d3787386b87d504762b6754fbb1b"},
+    {file = "numpy-1.21.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:25b40b98ebdd272bc3020935427a4530b7d60dfbe1ab9381a39147834e985eac"},
+    {file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:8a92c5aea763d14ba9d6475803fc7904bda7decc2a0a68153f587ad82941fec1"},
+    {file = "numpy-1.21.1-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:05a0f648eb28bae4bcb204e6fd14603de2908de982e761a2fc78efe0f19e96e1"},
+    {file = "numpy-1.21.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f01f28075a92eede918b965e86e8f0ba7b7797a95aa8d35e1cc8821f5fc3ad6a"},
+    {file = "numpy-1.21.1-cp39-cp39-win32.whl", hash = "sha256:88c0b89ad1cc24a5efbb99ff9ab5db0f9a86e9cc50240177a571fbe9c2860ac2"},
+    {file = "numpy-1.21.1-cp39-cp39-win_amd64.whl", hash = "sha256:01721eefe70544d548425a07c80be8377096a54118070b8a62476866d5208e33"},
+    {file = "numpy-1.21.1-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:2d4d1de6e6fb3d28781c73fbde702ac97f03d79e4ffd6598b880b2d95d62ead4"},
+    {file = "numpy-1.21.1.zip", hash = "sha256:dff4af63638afcc57a3dfb9e4b26d434a7a602d225b42d746ea7fe2edf1342fd"},
+]
+packaging = [
+    {file = "packaging-21.0-py3-none-any.whl", hash = "sha256:c86254f9220d55e31cc94d69bade760f0847da8000def4dfe1c6b872fd14ff14"},
+    {file = "packaging-21.0.tar.gz", hash = "sha256:7dc96269f53a4ccec5c0670940a4281106dd0bb343f47b7471f779df49c2fbe7"},
+]
+pastel = [
+    {file = "pastel-0.2.1-py2.py3-none-any.whl", hash = "sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364"},
+    {file = "pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d"},
+]
+pep257 = [
+    {file = "pep257-0.7.0-py2.py3-none-any.whl", hash = "sha256:d26cd2a4f572e0592f6967277136f581f924a4fe2aa38dcb7d4e532232689e80"},
+    {file = "pep257-0.7.0.tar.gz", hash = "sha256:f3d67547f5617a9cfeb4b8097ed94a954888315defaf6e9b518ff1719363bf03"},
+]
+pluggy = [
+    {file = "pluggy-0.13.1-py2.py3-none-any.whl", hash = "sha256:966c145cd83c96502c3c3868f50408687b38434af77734af1e9ca461a4081d2d"},
+    {file = "pluggy-0.13.1.tar.gz", hash = "sha256:15b2acde666561e1298d71b523007ed7364de07029219b604cf808bfa1c765b0"},
+]
+poethepoet = [
+    {file = "poethepoet-0.10.0-py3-none-any.whl", hash = "sha256:6fb3021603d4421c6fcc40072bbcf150a6c52ef70ff4d3be089b8b04e015ef5a"},
+    {file = "poethepoet-0.10.0.tar.gz", hash = "sha256:70b97cb194b978dc464c70793e85e6f746cddf82b84a38bfb135946ad71ae19c"},
+]
+py = [
+    {file = "py-1.10.0-py2.py3-none-any.whl", hash = "sha256:3b80836aa6d1feeaa108e046da6423ab8f6ceda6468545ae8d02d9d58d18818a"},
+    {file = "py-1.10.0.tar.gz", hash = "sha256:21b81bda15b66ef5e1a777a21c4dcd9c20ad3efd0b3f817e7a809035269e1bd3"},
+]
+pycodestyle = [
+    {file = "pycodestyle-2.7.0-py2.py3-none-any.whl", hash = "sha256:514f76d918fcc0b55c6680472f0a37970994e07bbb80725808c17089be302068"},
+    {file = "pycodestyle-2.7.0.tar.gz", hash = "sha256:c389c1d06bf7904078ca03399a4816f974a1d590090fecea0c63ec26ebaf1cef"},
+]
+pyflakes = [
+    {file = "pyflakes-2.3.1-py2.py3-none-any.whl", hash = "sha256:7893783d01b8a89811dd72d7dfd4d84ff098e5eed95cfa8905b22bbffe52efc3"},
+    {file = "pyflakes-2.3.1.tar.gz", hash = "sha256:f5bc8ecabc05bb9d291eb5203d6810b49040f6ff446a756326104746cc00c1db"},
+]
+pyparsing = [
+    {file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
+    {file = "pyparsing-2.4.7.tar.gz", hash = "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1"},
+]
+pytest = [
+    {file = "pytest-5.4.3-py3-none-any.whl", hash = "sha256:5c0db86b698e8f170ba4582a492248919255fcd4c79b1ee64ace34301fb589a1"},
+    {file = "pytest-5.4.3.tar.gz", hash = "sha256:7979331bfcba207414f5e1263b5a0f8f521d0f457318836a7355531ed1a4c7d8"},
+]
+pyyaml = [
+    {file = "PyYAML-5.4.1-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:3b2b1824fe7112845700f815ff6a489360226a5609b96ec2190a45e62a9fc922"},
+    {file = "PyYAML-5.4.1-cp27-cp27m-win32.whl", hash = "sha256:129def1b7c1bf22faffd67b8f3724645203b79d8f4cc81f674654d9902cb4393"},
+    {file = "PyYAML-5.4.1-cp27-cp27m-win_amd64.whl", hash = "sha256:4465124ef1b18d9ace298060f4eccc64b0850899ac4ac53294547536533800c8"},
+    {file = "PyYAML-5.4.1-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:bb4191dfc9306777bc594117aee052446b3fa88737cd13b7188d0e7aa8162185"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:6c78645d400265a062508ae399b60b8c167bf003db364ecb26dcab2bda048253"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:4e0583d24c881e14342eaf4ec5fbc97f934b999a6828693a99157fde912540cc"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:72a01f726a9c7851ca9bfad6fd09ca4e090a023c00945ea05ba1638c09dc3347"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-manylinux2014_s390x.whl", hash = "sha256:895f61ef02e8fed38159bb70f7e100e00f471eae2bc838cd0f4ebb21e28f8541"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-win32.whl", hash = "sha256:3bd0e463264cf257d1ffd2e40223b197271046d09dadf73a0fe82b9c1fc385a5"},
+    {file = "PyYAML-5.4.1-cp36-cp36m-win_amd64.whl", hash = "sha256:e4fac90784481d221a8e4b1162afa7c47ed953be40d31ab4629ae917510051df"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5accb17103e43963b80e6f837831f38d314a0495500067cb25afab2e8d7a4018"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:e1d4970ea66be07ae37a3c2e48b5ec63f7ba6804bdddfdbd3cfd954d25a82e63"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:cb333c16912324fd5f769fff6bc5de372e9e7a202247b48870bc251ed40239aa"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-manylinux2014_s390x.whl", hash = "sha256:fe69978f3f768926cfa37b867e3843918e012cf83f680806599ddce33c2c68b0"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-win32.whl", hash = "sha256:dd5de0646207f053eb0d6c74ae45ba98c3395a571a2891858e87df7c9b9bd51b"},
+    {file = "PyYAML-5.4.1-cp37-cp37m-win_amd64.whl", hash = "sha256:08682f6b72c722394747bddaf0aa62277e02557c0fd1c42cb853016a38f8dedf"},
+    {file = "PyYAML-5.4.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:d2d9808ea7b4af864f35ea216be506ecec180628aced0704e34aca0b040ffe46"},
+    {file = "PyYAML-5.4.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:8c1be557ee92a20f184922c7b6424e8ab6691788e6d86137c5d93c1a6ec1b8fb"},
+    {file = "PyYAML-5.4.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:fd7f6999a8070df521b6384004ef42833b9bd62cfee11a09bda1079b4b704247"},
+    {file = "PyYAML-5.4.1-cp38-cp38-manylinux2014_s390x.whl", hash = "sha256:bfb51918d4ff3d77c1c856a9699f8492c612cde32fd3bcd344af9be34999bfdc"},
+    {file = "PyYAML-5.4.1-cp38-cp38-win32.whl", hash = "sha256:fa5ae20527d8e831e8230cbffd9f8fe952815b2b7dae6ffec25318803a7528fc"},
+    {file = "PyYAML-5.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:0f5f5786c0e09baddcd8b4b45f20a7b5d61a7e7e99846e3c799b05c7c53fa696"},
+    {file = "PyYAML-5.4.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:294db365efa064d00b8d1ef65d8ea2c3426ac366c0c4368d930bf1c5fb497f77"},
+    {file = "PyYAML-5.4.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:74c1485f7707cf707a7aef42ef6322b8f97921bd89be2ab6317fd782c2d53183"},
+    {file = "PyYAML-5.4.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:d483ad4e639292c90170eb6f7783ad19490e7a8defb3e46f97dfe4bacae89122"},
+    {file = "PyYAML-5.4.1-cp39-cp39-manylinux2014_s390x.whl", hash = "sha256:fdc842473cd33f45ff6bce46aea678a54e3d21f1b61a7750ce3c498eedfe25d6"},
+    {file = "PyYAML-5.4.1-cp39-cp39-win32.whl", hash = "sha256:49d4cdd9065b9b6e206d0595fee27a96b5dd22618e7520c33204a4a3239d5b10"},
+    {file = "PyYAML-5.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:c20cfa2d49991c8b4147af39859b167664f2ad4561704ee74c1de03318e898db"},
+    {file = "PyYAML-5.4.1.tar.gz", hash = "sha256:607774cbba28732bfa802b54baa7484215f530991055bb562efbed5b2f20a45e"},
+]
+regex = [
+    {file = "regex-2021.7.6-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:e6a1e5ca97d411a461041d057348e578dc344ecd2add3555aedba3b408c9f874"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:6afe6a627888c9a6cfbb603d1d017ce204cebd589d66e0703309b8048c3b0854"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:ccb3d2190476d00414aab36cca453e4596e8f70a206e2aa8db3d495a109153d2"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux2010_i686.whl", hash = "sha256:ed693137a9187052fc46eedfafdcb74e09917166362af4cc4fddc3b31560e93d"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux2010_x86_64.whl", hash = "sha256:99d8ab206a5270c1002bfcf25c51bf329ca951e5a169f3b43214fdda1f0b5f0d"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux2014_i686.whl", hash = "sha256:b85ac458354165405c8a84725de7bbd07b00d9f72c31a60ffbf96bb38d3e25fa"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux2014_x86_64.whl", hash = "sha256:3f5716923d3d0bfb27048242a6e0f14eecdb2e2a7fac47eda1d055288595f222"},
+    {file = "regex-2021.7.6-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5983c19d0beb6af88cb4d47afb92d96751fb3fa1784d8785b1cdf14c6519407"},
+    {file = "regex-2021.7.6-cp36-cp36m-win32.whl", hash = "sha256:c92831dac113a6e0ab28bc98f33781383fe294df1a2c3dfd1e850114da35fd5b"},
+    {file = "regex-2021.7.6-cp36-cp36m-win_amd64.whl", hash = "sha256:791aa1b300e5b6e5d597c37c346fb4d66422178566bbb426dd87eaae475053fb"},
+    {file = "regex-2021.7.6-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:59506c6e8bd9306cd8a41511e32d16d5d1194110b8cfe5a11d102d8b63cf945d"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:564a4c8a29435d1f2256ba247a0315325ea63335508ad8ed938a4f14c4116a5d"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:59c00bb8dd8775473cbfb967925ad2c3ecc8886b3b2d0c90a8e2707e06c743f0"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:9a854b916806c7e3b40e6616ac9e85d3cdb7649d9e6590653deb5b341a736cec"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux2010_x86_64.whl", hash = "sha256:db2b7df831c3187a37f3bb80ec095f249fa276dbe09abd3d35297fc250385694"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux2014_i686.whl", hash = "sha256:173bc44ff95bc1e96398c38f3629d86fa72e539c79900283afa895694229fe6a"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux2014_x86_64.whl", hash = "sha256:15dddb19823f5147e7517bb12635b3c82e6f2a3a6b696cc3e321522e8b9308ad"},
+    {file = "regex-2021.7.6-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ddeabc7652024803666ea09f32dd1ed40a0579b6fbb2a213eba590683025895"},
+    {file = "regex-2021.7.6-cp37-cp37m-win32.whl", hash = "sha256:f080248b3e029d052bf74a897b9d74cfb7643537fbde97fe8225a6467fb559b5"},
+    {file = "regex-2021.7.6-cp37-cp37m-win_amd64.whl", hash = "sha256:d8bbce0c96462dbceaa7ac4a7dfbbee92745b801b24bce10a98d2f2b1ea9432f"},
+    {file = "regex-2021.7.6-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:edd1a68f79b89b0c57339bce297ad5d5ffcc6ae7e1afdb10f1947706ed066c9c"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux1_i686.whl", hash = "sha256:422dec1e7cbb2efbbe50e3f1de36b82906def93ed48da12d1714cabcd993d7f0"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:cbe23b323988a04c3e5b0c387fe3f8f363bf06c0680daf775875d979e376bd26"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:0eb2c6e0fcec5e0f1d3bcc1133556563222a2ffd2211945d7b1480c1b1a42a6f"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:1c78780bf46d620ff4fff40728f98b8afd8b8e35c3efd638c7df67be2d5cddbf"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux2014_i686.whl", hash = "sha256:bc84fb254a875a9f66616ed4538542fb7965db6356f3df571d783f7c8d256edd"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux2014_x86_64.whl", hash = "sha256:598c0a79b4b851b922f504f9f39a863d83ebdfff787261a5ed061c21e67dd761"},
+    {file = "regex-2021.7.6-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:875c355360d0f8d3d827e462b29ea7682bf52327d500a4f837e934e9e4656068"},
+    {file = "regex-2021.7.6-cp38-cp38-win32.whl", hash = "sha256:e586f448df2bbc37dfadccdb7ccd125c62b4348cb90c10840d695592aa1b29e0"},
+    {file = "regex-2021.7.6-cp38-cp38-win_amd64.whl", hash = "sha256:2fe5e71e11a54e3355fa272137d521a40aace5d937d08b494bed4529964c19c4"},
+    {file = "regex-2021.7.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6110bab7eab6566492618540c70edd4d2a18f40ca1d51d704f1d81c52d245026"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux1_i686.whl", hash = "sha256:4f64fc59fd5b10557f6cd0937e1597af022ad9b27d454e182485f1db3008f417"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:89e5528803566af4df368df2d6f503c84fbfb8249e6631c7b025fe23e6bd0cde"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux2010_i686.whl", hash = "sha256:2366fe0479ca0e9afa534174faa2beae87847d208d457d200183f28c74eaea59"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:f9392a4555f3e4cb45310a65b403d86b589adc773898c25a39184b1ba4db8985"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux2014_i686.whl", hash = "sha256:2bceeb491b38225b1fee4517107b8491ba54fba77cf22a12e996d96a3c55613d"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux2014_x86_64.whl", hash = "sha256:f98dc35ab9a749276f1a4a38ab3e0e2ba1662ce710f6530f5b0a6656f1c32b58"},
+    {file = "regex-2021.7.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:319eb2a8d0888fa6f1d9177705f341bc9455a2c8aca130016e52c7fe8d6c37a3"},
+    {file = "regex-2021.7.6-cp39-cp39-win32.whl", hash = "sha256:eaf58b9e30e0e546cdc3ac06cf9165a1ca5b3de8221e9df679416ca667972035"},
+    {file = "regex-2021.7.6-cp39-cp39-win_amd64.whl", hash = "sha256:4c9c3155fe74269f61e27617529b7f09552fbb12e44b1189cebbdb24294e6e1c"},
+    {file = "regex-2021.7.6.tar.gz", hash = "sha256:8394e266005f2d8c6f0bc6780001f7afa3ef81a7a2111fa35058ded6fce79e4d"},
+]
+requests = [
+    {file = "requests-2.26.0-py2.py3-none-any.whl", hash = "sha256:6c1246513ecd5ecd4528a0906f910e8f0f9c6b8ec72030dc9fd154dc1a6efd24"},
+    {file = "requests-2.26.0.tar.gz", hash = "sha256:b8aa58f8cf793ffd8782d3d8cb19e66ef36f7aba4353eec859e74678b01b07a7"},
+]
+sacremoses = [
+    {file = "sacremoses-0.0.45-py3-none-any.whl", hash = "sha256:fa93db44bc04542553ba6090818b892f603d02aa0d681e6c5c3023baf17e8564"},
+    {file = "sacremoses-0.0.45.tar.gz", hash = "sha256:58176cc28391830789b763641d0f458819bebe88681dac72b41a19c0aedc07e9"},
+]
+schema = [
+    {file = "schema-0.7.4-py2.py3-none-any.whl", hash = "sha256:cf97e4cd27e203ab6bb35968532de1ed8991bce542a646f0ff1d643629a4945d"},
+    {file = "schema-0.7.4.tar.gz", hash = "sha256:fbb6a52eb2d9facf292f233adcc6008cffd94343c63ccac9a1cb1f3e6de1db17"},
+]
+six = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+tabulate = [
+    {file = "tabulate-0.8.9-py3-none-any.whl", hash = "sha256:d7c013fe7abbc5e491394e10fa845f8f32fe54f8dc60c6622c6cf482d25d47e4"},
+    {file = "tabulate-0.8.9.tar.gz", hash = "sha256:eb1d13f25760052e8931f2ef80aaf6045a6cceb47514db8beab24cded16f13a7"},
+]
+tbump = [
+    {file = "tbump-6.3.2-py3-none-any.whl", hash = "sha256:27ea1ab9eba00ce7db45240c7ec454c0b1d5ddb49bd8a6df93d68b5ca1d72a42"},
+    {file = "tbump-6.3.2.tar.gz", hash = "sha256:49a933f28c48b35346e41059b3a2dd830724f7b55058c812ad353c3a69dfb19f"},
+]
+tokenizers = [
+    {file = "tokenizers-0.10.3-cp36-cp36m-macosx_10_11_x86_64.whl", hash = "sha256:4ab688daf4692a6c31dfe42f1f3a4a8c22050705eb69d58d3efde9d55f434586"},
+    {file = "tokenizers-0.10.3-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c26dbc3b2a3d71d3d40c50975ec62145932f05aea73f03ea35c48ebd3a717611"},
+    {file = "tokenizers-0.10.3-cp36-cp36m-win32.whl", hash = "sha256:6b84673997990b3c260ae2f7c57fdf1f835e316820eff14aca46dc68be3c0c74"},
+    {file = "tokenizers-0.10.3-cp36-cp36m-win_amd64.whl", hash = "sha256:2a9ee3ee574d4aa740e099b0ad6ef8e63f52f48cde359bb31801146a5aa614dc"},
+    {file = "tokenizers-0.10.3-cp37-cp37m-macosx_10_11_x86_64.whl", hash = "sha256:2f8c5fefef0d0a03be613547e613fbda06b9e6ee0891236649524964c3e54d80"},
+    {file = "tokenizers-0.10.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4cc194104c8e427ffc4f54c7866488b42f2b1f6351a6cad0d045ca5ab8108e42"},
+    {file = "tokenizers-0.10.3-cp37-cp37m-win32.whl", hash = "sha256:edd8cb85c16b4b65e87ea5ef9d400be9fdd53c4152adbaca8817e16dd3aa480b"},
+    {file = "tokenizers-0.10.3-cp37-cp37m-win_amd64.whl", hash = "sha256:7b11b373705d082d43657c08883b79b5330f1952f0668d17488b6b889c4d7feb"},
+    {file = "tokenizers-0.10.3-cp38-cp38-macosx_10_11_x86_64.whl", hash = "sha256:a7ce0c2f27f7c92aa3f895231de90319acdf960ce2e42ba591edc651fda7d3c9"},
+    {file = "tokenizers-0.10.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ae7e40d9c8a77c5a4109731ac3e21633b0c609c56a8b58be6b863da61fa54636"},
+    {file = "tokenizers-0.10.3-cp38-cp38-win32.whl", hash = "sha256:a7ce051aafc53c564c9edbc09df300c2bd4f6ce87460fc22a276fed405d1892a"},
+    {file = "tokenizers-0.10.3-cp38-cp38-win_amd64.whl", hash = "sha256:91a8c045980594c7c437a52c3da5276eb3c530a662b4ef628ff32d81fb22b543"},
+    {file = "tokenizers-0.10.3-cp39-cp39-macosx_10_11_x86_64.whl", hash = "sha256:1d8867db210d75d97312360ae23b92aeb6a6b5bc65e15c1cd9d204b3fa3fc262"},
+    {file = "tokenizers-0.10.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:18c495e700f4588b9a00e58b4c41dc459c36daaa7c39a27faf880eb8f5533ce1"},
+    {file = "tokenizers-0.10.3-cp39-cp39-win32.whl", hash = "sha256:ad700fd9da518884fd58bf89f0b6dfeecef9b4e2d2db8765ef259f66d6c14980"},
+    {file = "tokenizers-0.10.3-cp39-cp39-win_amd64.whl", hash = "sha256:e9d147e545cdfeca560646c7a703bf287afe45645da426506ccd5eb78aab5ef5"},
+    {file = "tokenizers-0.10.3.tar.gz", hash = "sha256:1a5d3b596c6d3a237e1ad7f46c472d467b0246be7fd1a364f12576eb8db8f7e6"},
+]
+tomlkit = [
+    {file = "tomlkit-0.7.2-py2.py3-none-any.whl", hash = "sha256:173ad840fa5d2aac140528ca1933c29791b79a374a0861a80347f42ec9328117"},
+    {file = "tomlkit-0.7.2.tar.gz", hash = "sha256:d7a454f319a7e9bd2e249f239168729327e4dd2d27b17dc68be264ad1ce36754"},
+]
+torch = [
+    {file = "torch-1.9.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:3a2d070cf28860d285d4ab156f3954c0c1d12f4c037aa312a7c029227c0d106b"},
+    {file = "torch-1.9.0-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:b296e65e25081af147af936f1e3a1f17f583a9afacfa5309742678ffef728ace"},
+    {file = "torch-1.9.0-cp36-cp36m-win_amd64.whl", hash = "sha256:117098d4924b260a24a47c6b3fe37f2ae41f04a2ea2eff9f553ae9210b12fa54"},
+    {file = "torch-1.9.0-cp36-none-macosx_10_9_x86_64.whl", hash = "sha256:d6103b9a634993bd967337a1149f9d8b23922f42a3660676239399e15c1b4515"},
+    {file = "torch-1.9.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:0164673908e6b291ace592d382eba3e258b3bad009b8078cad8f3b9e00d8f23e"},
+    {file = "torch-1.9.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:52548b45efff772fe3810fe91daf34f981ac0ca1a7227f6226fd5693f53b5b88"},
+    {file = "torch-1.9.0-cp37-cp37m-win_amd64.whl", hash = "sha256:62c0a7e433681d0861494d1ede96d2485e4dbb3ea8fd867e8419addebf5de1af"},
+    {file = "torch-1.9.0-cp37-none-macosx_10_9_x86_64.whl", hash = "sha256:d88333091fd1627894bbf0d6dcef58a90e36bdf0d90a5d4675b5e07e72075511"},
+    {file = "torch-1.9.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:1d8139dcc864f48dc316376384f50e47a459284ad1cb84449242f4964e25aaec"},
+    {file = "torch-1.9.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:0aa4cca3f16fab40cb8dae6a49d0eccdc8f4ead9d1a6428cd9ba12befe082b2a"},
+    {file = "torch-1.9.0-cp38-cp38-win_amd64.whl", hash = "sha256:646de1bef85d6c7590e98f8ea52e47acdcf58330982e4f5d73f5ca28dea2d552"},
+    {file = "torch-1.9.0-cp38-none-macosx_10_9_x86_64.whl", hash = "sha256:e596f0105f748cf09d4763152d8157aaf58d5231232eaf2c5673d4562ba86ad3"},
+    {file = "torch-1.9.0-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:ecc7193fff7741ced3db1f760666c8454d6664956288c54d1b49613b987a42f4"},
+    {file = "torch-1.9.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:95eeec3a6c42fd35aca552777b7d9979ed489760423de97c0118a45e849a61f4"},
+    {file = "torch-1.9.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:8a2b2012b3c7d6019e189496688fa77de7029a220840b406d8302d1c8021a11c"},
+    {file = "torch-1.9.0-cp39-cp39-win_amd64.whl", hash = "sha256:7e2b14fe5b3a8266cbe2f6740c0195497507974ced7bc21e99971561913a0c28"},
+    {file = "torch-1.9.0-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:0a9e74b5057463ce4e55d9332a5670993fc9e1299c52e1740e505eda106fb355"},
+    {file = "torch-1.9.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:569ead6ae6bb0e636df0fc8af660ef03260e630dc5f2f4cf3198027e7b6bb481"},
+]
+tqdm = [
+    {file = "tqdm-4.61.2-py2.py3-none-any.whl", hash = "sha256:5aa445ea0ad8b16d82b15ab342de6b195a722d75fc1ef9934a46bba6feafbc64"},
+    {file = "tqdm-4.61.2.tar.gz", hash = "sha256:8bb94db0d4468fea27d004a0f1d1c02da3cdedc00fe491c0de986b76a04d6b0a"},
+]
+transformers = [
+    {file = "transformers-4.9.0-py3-none-any.whl", hash = "sha256:42d5f5fec3559947ce4f555f727553689ed31aa64173ad70072ed6a11dc8bb9f"},
+    {file = "transformers-4.9.0.tar.gz", hash = "sha256:c62617d174ccad5890f9c41ddaf9e0089d1ce4c64d1d324fd2ea1e2f2185f07a"},
+]
+typing-extensions = [
+    {file = "typing_extensions-3.10.0.0-py2-none-any.whl", hash = "sha256:0ac0f89795dd19de6b97debb0c6af1c70987fd80a2d62d1958f7e56fcc31b497"},
+    {file = "typing_extensions-3.10.0.0-py3-none-any.whl", hash = "sha256:779383f6086d90c99ae41cf0ff39aac8a7937a9283ce0a414e5dd782f4c94a84"},
+    {file = "typing_extensions-3.10.0.0.tar.gz", hash = "sha256:50b6f157849174217d0656f99dc82fe932884fb250826c18350e159ec6cdf342"},
+]
+unidecode = [
+    {file = "Unidecode-1.2.0-py2.py3-none-any.whl", hash = "sha256:12435ef2fc4cdfd9cf1035a1db7e98b6b047fe591892e81f34e94959591fad00"},
+    {file = "Unidecode-1.2.0.tar.gz", hash = "sha256:8d73a97d387a956922344f6b74243c2c6771594659778744b2dbdaad8f6b727d"},
+]
+urllib3 = [
+    {file = "urllib3-1.26.6-py2.py3-none-any.whl", hash = "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4"},
+    {file = "urllib3-1.26.6.tar.gz", hash = "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"},
+]
+wcwidth = [
+    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
+    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+]
+zipp = [
+    {file = "zipp-3.5.0-py3-none-any.whl", hash = "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3"},
+    {file = "zipp-3.5.0.tar.gz", hash = "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"},
+]

pyproject.toml

@@ -0,0 +1,39 @@
+[tool.poetry]
+name = "convbot"
+version = "0.1.0"
+description = "pack_name descr "
+authors = ["ffreemt"]
+license = "MIT"
+readme = "README.md"
+repository = "https://github.com/ffreemt/convbot"
+include = ["LICENSE"]
+
+[tool.poetry.dependencies]
+python = "^3.7"
+# python = "^3.6.7"
+logzero = "^1.7.0"
+transformers = "^4.9.0"
+torch = {version = "^1.9.0", python = "^3.7", platform = "linux"}
+
+[tool.poe.executor]
+type = "poetry"
+
+[tool.poe.tasks]
+test = "pytest tests"
+build = "poetry build"
+_publish = "poetry publish"
+release = ["test", "build", "_publish"]
+lint = { cmd = "pylint convbot" }
+format = "black tests convbot"
+tunnel = {cmd ="ssh -CN ip_or_hostname_defined_in_hosts -L 9091:127.0.0.1:9091"}
+
+[tool.poetry.dev-dependencies]
+pytest = "^5.2"
+flake8 = "^3.9.2"
+pep257 = "^0.7.0"
+tbump = "^6.3.2"
+poethepoet = "^0.10.0"
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"

pyrightconfig.json

@@ -0,0 +1,9 @@
+{
+   "include": ["tests", "convbot"],
+  "venvPath": ".venv",
+  "reportTypeshedErrors": false,
+  "reportMissingImports": true,
+  "reportMissingTypeStubs": false,
+  "pythonVersion": "3.7",
+  "ignore": []
+}

pytest.ini

@@ -0,0 +1,3 @@
+[pytest]
+addopts = --doctest-modules
+log_cli = true

rsync-from-acone3.bat

@@ -0,0 +1 @@
+rsync -uvaz acone3:myapps-acone3/convbot/ ./ --exclude=.venv --exclude=.pytest_cache --exclude=convbot/__pycache__/ 

rundown.bat_

@@ -0,0 +1,41 @@
+cdto pypi
+
+cookiecut cookiecutter-pypi-project
+cd repo-name
+poetry install
+yarn
+
+check cookiecutter.
+rg --pcre2 "(?<!\.)(:?repo_name|pack_name|mod_name|func_name)" --hidden
+
+git init
+poetry37 add logzero
+poetry37 add pylint flake8 tbump ipython pep257 --dev
+
+yarn init
+or pnpm init
+or npm init
+
+yarn add npm-run-all  # run-s
+
+tbump init 0.1.0
+REM tbump init --pyproject 0.1.0
+  [[files]]
+  src = "*/__init__.py"
+  [[files]]
+  src = "package.json"
+  [[files]]
+  src = "tests/_test_*.py"
+
+edit package.json
+  "scritpts": {
+  "start": "pyright && pytest tests && yarn style"
+  }
+
+poetry version patch  # Bumped to 0.1.x
+git ac "Bump version"
+tbump 0.1.x
+
+poetry publish --build
+REM or
+poetry build && poetry publish

tbump.toml

@@ -0,0 +1,44 @@
+# Uncomment this if your project is hosted on GitHub:
+# github_url = "https://github.com/<user or organization>/<project>/"
+
+[version]
+current = "0.1.0"
+
+# Example of a semver regexp.
+# Make sure this matches current_version before
+# using tbump
+regex = '''
+  (?P<major>\d+)
+  \.
+  (?P<minor>\d+)
+  \.
+  (?P<patch>\d+)
+  '''
+
+[git]
+message_template = "Bump to {new_version}"
+tag_template = "v{new_version}"
+
+# For each file to patch, add a [[file]] config
+# section containing the path of the file, relative to the
+# tbump.toml location.
+[[file]]
+src = "*/__init__.py"
+[[file]]
+src = "package.json"
+[[file]]
+src = "tests/test_*.py"
+
+# You can specify a list of commands to
+# run after the files have been patched
+# and before the git commit is made
+
+#  [[before_commit]]
+#  name = "check changelog"
+#  cmd = "grep -q {new_version} Changelog.rst"
+
+# Or run some commands after the git tag and the branch
+# have been pushed:
+#  [[after_push]]
+#  name = "publish"
+#  cmd = "./publish.sh"

tests/__init__.py

@@ -0,0 +1 @@
+"""Init."""

tests/test_convbot.py

@@ -0,0 +1,22 @@
+"""Test convbot."""
+from convbot import __version__
+from convbot import convbot
+
+
+def test_version():
+    """Test version."""
+    assert __version__ == "0.1.0"
+
+
+def test_sanity():
+    """Sanity check."""
+    try:
+        assert not convbot()
+    except Exception:
+        assert True
+
+
+def test_convbot():
+    resp = convbot("How are you?")
+    assert len(resp) > 3
+