diff --git a/allennlp_optuna/__init__.py b/allennlp_optuna/__init__.py
index 62d8373..34f4682 100644
--- a/allennlp_optuna/__init__.py
+++ b/allennlp_optuna/__init__.py
@@ -1,3 +1,6 @@
+from importlib_metadata import version
+
 import allennlp_optuna.commands  # noqa
 
-__version__ = "0.1.6"
+
+__version__ = version("allennlp_optuna")
diff --git a/poetry.lock b/poetry.lock
index d8bb121..fd7bdbb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,36 @@
+[[package]]
+name = "aiohttp"
+version = "3.8.1"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["aiodns", "brotli", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
 [[package]]
 name = "alabaster"
 version = "0.7.12"
@@ -8,33 +41,40 @@ python-versions = "*"
 
 [[package]]
 name = "alembic"
-version = "1.5.0"
+version = "1.7.5"
 description = "A database migration tool for SQLAlchemy."
 category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
 
 [package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.9\""}
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
 Mako = "*"
-python-dateutil = "*"
-python-editor = ">=0.3"
 SQLAlchemy = ">=1.3.0"
 
+[package.extras]
+tz = ["python-dateutil"]
+
 [[package]]
 name = "allennlp"
-version = "2.2.0"
+version = "2.8.0"
 description = "An open-source NLP research library, built on PyTorch."
 category = "main"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7.1"
 
 [package.dependencies]
-boto3 = ">=1.14,<2.0"
-dataclasses = {version = "*", markers = "python_version < \"3.7\""}
-filelock = ">=3.0,<3.1"
+base58 = "*"
+cached-path = ">=0.3.1,<0.4.0"
+checklist = "0.0.11"
+datasets = ">=1.2.1,<2.0"
+dill = "*"
+fairscale = "0.4.0"
+filelock = ">=3.3,<3.4"
 h5py = "*"
+huggingface-hub = ">=0.0.16"
 jsonnet = {version = ">=0.10.0", markers = "sys_platform != \"win32\""}
-jsonpickle = "*"
 lmdb = "*"
 more-itertools = "*"
 nltk = "*"
@@ -45,13 +85,15 @@ requests = ">=2.18"
 scikit-learn = "*"
 scipy = "*"
 sentencepiece = "*"
-spacy = ">=2.1.0,<3.1"
+spacy = ">=2.1.0,<3.2"
+sqlitedict = "*"
 tensorboardX = ">=1.2"
-torch = ">=1.6.0,<1.9.0"
-torchvision = ">=0.8.1,<0.10.0"
+termcolor = "1.1.0"
+torch = ">=1.6.0,<1.11.0"
+torchvision = ">=0.8.1,<0.12.0"
 tqdm = ">=4.19"
-transformers = ">=4.1,<4.5"
-wandb = ">=0.10.0,<0.11.0"
+transformers = ">=4.1,<4.13"
+wandb = ">=0.10.0,<0.13.0"
 
 [[package]]
 name = "appdirs"
@@ -61,6 +103,63 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "appnope"
+version = "0.1.2"
+description = "Disable App Nap on macOS >= 10.9"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "argcomplete"
+version = "1.12.3"
+description = "Bash tab completion for argparse"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.23,<5", markers = "python_version == \"3.7\""}
+
+[package.extras]
+test = ["coverage", "flake8", "pexpect", "wheel"]
+
+[[package]]
+name = "argon2-cffi"
+version = "21.1.0"
+description = "The secure Argon2 password hashing algorithm."
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+cffi = ">=1.0.0"
+
+[package.extras]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest", "sphinx", "furo", "wheel", "pre-commit"]
+docs = ["sphinx", "furo"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+
+[[package]]
+name = "async-timeout"
+version = "4.0.1"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+typing-extensions = ">=3.6.5"
+
+[[package]]
+name = "asynctest"
+version = "0.13.0"
+description = "Enhance the standard unittest package with features for testing asyncio libraries"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "atomicwrites"
 version = "1.4.0"
@@ -71,21 +170,29 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "20.3.0"
+version = "21.2.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "furo", "sphinx", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
+docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+
+[[package]]
+name = "autopage"
+version = "0.4.0"
+description = "A library to provide automatic paging for console output"
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "babel"
-version = "2.9.0"
+version = "2.9.1"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -94,6 +201,48 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.dependencies]
 pytz = ">=2015.7"
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "backports.csv"
+version = "1.0.7"
+description = "Backport of Python 3 csv module"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "base58"
+version = "2.1.1"
+description = "Base58 and Base58Check implementation."
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.extras]
+tests = ["mypy", "PyHamcrest (>=2.0.2)", "pytest (>=4.6)", "pytest-benchmark", "pytest-cov", "pytest-flake8"]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.10.0"
+description = "Screen-scraping library"
+category = "main"
+optional = false
+python-versions = ">3.0.0"
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
 [[package]]
 name = "black"
 version = "20.8b1"
@@ -105,7 +254,6 @@ python-versions = ">=3.6"
 [package.dependencies]
 appdirs = "*"
 click = ">=7.1.2"
-dataclasses = {version = ">=0.6", markers = "python_version < \"3.7\""}
 mypy-extensions = ">=0.4.3"
 pathspec = ">=0.6,<1"
 regex = ">=2020.1.8"
@@ -117,9 +265,22 @@ typing-extensions = ">=3.7.4"
 colorama = ["colorama (>=0.4.3)"]
 d = ["aiohttp (>=3.3.2)", "aiohttp-cors"]
 
+[[package]]
+name = "bleach"
+version = "4.1.0"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+packaging = "*"
+six = ">=1.9.0"
+webencodings = "*"
+
 [[package]]
 name = "blis"
-version = "0.7.4"
+version = "0.7.5"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 category = "main"
 optional = false
@@ -130,29 +291,55 @@ numpy = ">=1.15.0"
 
 [[package]]
 name = "boto3"
-version = "1.16.56"
+version = "1.20.11"
 description = "The AWS SDK for Python"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">= 3.6"
 
 [package.dependencies]
-botocore = ">=1.19.56,<1.20.0"
+botocore = ">=1.23.11,<1.24.0"
 jmespath = ">=0.7.1,<1.0.0"
-s3transfer = ">=0.3.0,<0.4.0"
+s3transfer = ">=0.5.0,<0.6.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.19.56"
+version = "1.23.11"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">= 3.6"
 
 [package.dependencies]
 jmespath = ">=0.7.1,<1.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<1.27", markers = "python_version != \"3.4\""}
+urllib3 = ">=1.25.4,<1.27"
+
+[package.extras]
+crt = ["awscrt (==0.12.5)"]
+
+[[package]]
+name = "cached-path"
+version = "0.3.2"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+boto3 = ">=1.0,<2.0"
+filelock = ">=3.3,<3.4"
+google-cloud-storage = ">=1.0,<2.0"
+huggingface-hub = ">=0.0.12,<0.2.0"
+overrides = ">=3.1,<6.2"
+requests = ">=2.0,<3.0"
+tqdm = ">=4.62,<4.63"
+
+[package.extras]
+dev = ["flake8", "mypy (==0.910)", "black (==21.10b0)", "isort (==5.9.3)", "pytest", "flaky", "pytest-cov", "coverage", "codecov", "twine (>=1.11.0)", "setuptools", "wheel", "responses (==0.15.0)", "Sphinx (==4.2.0)", "furo (==2021.10.9)", "myst-parser (==0.15.2)", "sphinx-copybutton (==0.4.0)", "sphinx-autobuild (==2021.3.14)"]
 
 [[package]]
 name = "cached-property"
@@ -162,6 +349,14 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "cachetools"
+version = "4.2.4"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.5"
+
 [[package]]
 name = "catalogue"
 version = "1.0.0"
@@ -175,12 +370,23 @@ importlib-metadata = {version = ">=0.20", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "certifi"
-version = "2020.12.5"
+version = "2021.10.8"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "cffi"
+version = "1.15.0"
+description = "Foreign Function Interface for Python calling C code."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "chardet"
 version = "4.0.0"
@@ -189,26 +395,103 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "charset-normalizer"
+version = "2.0.7"
+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 = "checklist"
+version = "0.0.11"
+description = "Beyond Accuracy: Behavioral Testing of NLP Models with CheckList"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+dill = ">=0.3.1"
+ipywidgets = ">=7.5"
+iso-639 = "*"
+jupyter = ">=1.0"
+munch = ">=2.5"
+numpy = ">=1.18"
+patternfork-nosql = "*"
+spacy = ">=2.2"
+transformers = ">=2.8"
+
+[[package]]
+name = "cheroot"
+version = "8.5.2"
+description = "Highly-optimized, pure-python HTTP server"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+"jaraco.functools" = "*"
+more-itertools = ">=2.6"
+six = ">=1.11.0"
+
+[package.extras]
+docs = ["sphinx (>=1.8.2)", "jaraco.packaging (>=3.2)", "sphinx-tabs (>=1.1.0)", "docutils", "alabaster", "python-dateutil", "sphinxcontrib-apidoc (>=0.3.0)"]
+testing = ["pytest (>=4.6.6)", "pytest-mock (>=1.11.0)", "pytest-sugar (>=0.9.3)", "pytest-watch (==4.2.0)", "pytest-xdist (>=1.28.0)", "jaraco.text (>=3.1)", "codecov (==2.1.10)", "trustme (>=0.4.0)", "pyopenssl", "requests-unixsocket", "portend", "requests-toolbelt", "jaraco.context", "coverage (==5.3)", "pytest-cov (==2.10.1)", "urllib3 (>=1.25)", "watchdog (<1.0.0)", "futures", "coverage (<5)", "pytest-cov (==2.8.1)", "urllib3 (<1.25)", "colorama (!=0.4.2)", "pytest-forked (>=1.2.0)", "pytest-forked (>=1.1.3)"]
+
+[[package]]
+name = "cherrypy"
+version = "18.6.1"
+description = "Object-Oriented HTTP framework"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+cheroot = ">=8.2.1"
+"jaraco.collections" = "*"
+more-itertools = "*"
+portend = ">=2.1.1"
+pywin32 = {version = ">=227", markers = "sys_platform == \"win32\" and implementation_name == \"cpython\" and python_version < \"3.10\""}
+"zc.lockfile" = "*"
+
+[package.extras]
+docs = ["sphinx", "docutils", "alabaster", "sphinxcontrib-apidoc (>=0.3.0)", "rst.linker (>=1.11)", "jaraco.packaging (>=3.2)", "setuptools"]
+json = ["simplejson"]
+memcached_session = ["python-memcached (>=1.58)"]
+routes_dispatcher = ["routes (>=2.3.1)"]
+ssl = ["pyopenssl"]
+testing = ["coverage", "codecov", "objgraph", "pytest (>=5.3.5)", "pytest-cov", "pytest-forked", "pytest-sugar", "path.py", "requests-toolbelt", "pytest-services (>=2)", "setuptools"]
+xcgi = ["flup"]
+
 [[package]]
 name = "click"
-version = "7.1.2"
+version = "8.0.3"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "cliff"
-version = "3.6.0"
+version = "3.9.0"
 description = "Command Line Interface Formulation Framework"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-cmd2 = ">=0.8.0,<0.8.3 || >0.8.3"
+autopage = ">=0.4.0"
+cmd2 = ">=1.0.0"
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
-PrettyTable = ">=0.7.2,<0.8"
+PrettyTable = ">=0.7.2"
 pyparsing = ">=2.1.0"
 PyYAML = ">=3.12"
 stevedore = ">=2.0.1"
@@ -226,23 +509,25 @@ numpy = "*"
 
 [[package]]
 name = "cmd2"
-version = "1.4.0"
+version = "2.3.2"
 description = "cmd2 - quickly build feature-rich and user-friendly interactive command line applications in Python"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.dependencies]
 attrs = ">=16.3.0"
-colorama = ">=0.3.7"
 importlib-metadata = {version = ">=1.6.0", markers = "python_version < \"3.8\""}
 pyperclip = ">=1.6"
-pyreadline = {version = "*", markers = "sys_platform == \"win32\""}
+pyreadline = {version = "*", markers = "sys_platform == \"win32\" and python_version < \"3.8\""}
+pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 wcwidth = ">=0.1.7"
 
 [package.extras]
-dev = ["pytest (>=4.6)", "codecov", "pytest-cov", "pytest-mock", "flake8", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "doc8", "invoke", "twine (>=1.11)", "mock", "nox (==2019.11.9)", "nox"]
-test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "mock", "gnureadline"]
+dev = ["codecov", "doc8", "flake8", "invoke", "mypy (==0.902)", "nox", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "sphinx", "sphinx-rtd-theme", "sphinx-autobuild", "twine (>=1.11)"]
+test = ["codecov", "coverage", "pytest (>=4.6)", "pytest-cov", "pytest-mock", "gnureadline"]
+validate = ["flake8", "mypy (==0.902)", "types-pkg-resources"]
 
 [[package]]
 name = "colorama"
@@ -254,42 +539,127 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "colorlog"
-version = "4.7.2"
-description = "Log formatting with colors!"
+version = "6.6.0"
+description = "Add colours to the output of Python's logging module."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 
+[package.extras]
+development = ["black", "flake8", "mypy", "pytest", "types-colorama"]
+
 [[package]]
 name = "configparser"
-version = "5.0.2"
+version = "5.1.0"
 description = "Updated configparser from Python 3.8 for Python 2.6+."
 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 (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "pytest-black (>=0.3.7)", "pytest-mypy"]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[[package]]
+name = "cryptography"
+version = "36.0.0"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
+docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
+pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
+sdist = ["setuptools_rust (>=0.11.4)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["pytest (>=6.2.0)", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
 
 [[package]]
 name = "cymem"
-version = "2.0.5"
+version = "2.0.6"
 description = "Manage calls to calloc/free through Cython"
 category = "main"
 optional = false
 python-versions = "*"
 
 [[package]]
-name = "dataclasses"
-version = "0.8"
-description = "A backport of the dataclasses module for Python 3.6"
+name = "datasets"
+version = "1.15.1"
+description = "HuggingFace community-driven open-source library of datasets"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+aiohttp = "*"
+dill = "*"
+fsspec = {version = ">=2021.05.0", extras = ["http"]}
+huggingface-hub = ">=0.1.0,<1.0.0"
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+multiprocess = "*"
+numpy = ">=1.17"
+packaging = "*"
+pandas = "*"
+pyarrow = ">=1.0.0,<4.0.0 || >4.0.0"
+requests = ">=2.19.0"
+tqdm = ">=4.62.1"
+xxhash = "*"
+
+[package.extras]
+apache-beam = ["apache-beam (>=2.26.0)"]
+audio = ["librosa"]
+benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.6.0)", "transformers (==3.0.2)"]
+dev = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3)", "torch", "torchaudio", "transformers", "bs4", "conllu", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "black (==21.4b0)", "flake8 (==3.7.9)", "isort", "pyyaml (>=5.3.1)", "importlib-resources"]
+docs = ["docutils (==0.16.0)", "recommonmark", "sphinx (==3.1.2)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinxext-opengraph (==0.4.1)", "sphinx-copybutton", "fsspec (<2021.9.0)", "s3fs", "sphinx-panels", "sphinx-inline-tabs", "myst-parser"]
+quality = ["black (==21.4b0)", "flake8 (==3.7.9)", "isort", "pyyaml (>=5.3.1)"]
+s3 = ["fsspec", "boto3", "botocore", "s3fs"]
+tensorflow = ["tensorflow (>=2.2.0)"]
+tensorflow_gpu = ["tensorflow-gpu (>=2.2.0)"]
+tests = ["absl-py", "pytest", "pytest-datadir", "pytest-xdist", "apache-beam (>=2.26.0)", "elasticsearch", "aiobotocore", "boto3", "botocore", "faiss-cpu (>=1.6.4)", "fsspec", "moto[s3,server] (==2.0.4)", "rarfile (>=4.0)", "s3fs (==2021.08.1)", "tensorflow (>=2.3)", "torch", "torchaudio", "transformers", "bs4", "conllu", "langdetect", "lxml", "mwparserfromhell", "nltk", "openpyxl", "py7zr", "tldextract", "zstandard", "bert-score (>=0.3.6)", "rouge-score", "sacrebleu", "scipy", "seqeval", "scikit-learn", "jiwer", "sentencepiece", "toml (>=0.10.1)", "requests-file (>=1.5.1)", "tldextract (>=3.1.0)", "texttable (>=1.6.3)", "Werkzeug (>=1.0.1)", "six (>=1.15.0,<1.16.0)", "wget (>=3.2)", "pytorch-nlp (==0.5.0)", "pytorch-lightning", "fastBPE (==0.1.0)", "fairseq", "importlib-resources"]
+torch = ["torch"]
+
+[[package]]
+name = "debugpy"
+version = "1.5.1"
+description = "An implementation of the Debug Adapter Protocol for Python"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[[package]]
+name = "decorator"
+version = "5.1.0"
+description = "Decorators for Humans"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+description = "XML bomb protection for Python stdlib modules"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "dill"
+version = "0.3.4"
+description = "serialize all of python"
 category = "main"
 optional = false
-python-versions = ">=3.6, <3.7"
+python-versions = ">=2.7, !=3.0.*"
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
 
 [[package]]
 name = "docker-pycreds"
@@ -310,78 +680,304 @@ category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "entrypoints"
+version = "0.3"
+description = "Discover and load entry points from installed packages."
+category = "main"
+optional = false
+python-versions = ">=2.7"
+
+[[package]]
+name = "fairscale"
+version = "0.4.0"
+description = "FairScale: A PyTorch library for large-scale and high-performance training."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+torch = ">=1.6.0"
+
+[[package]]
+name = "feedparser"
+version = "6.0.8"
+description = "Universal feed parser, handles RSS 0.9x, RSS 1.0, RSS 2.0, CDF, Atom 0.3, and Atom 1.0 feeds"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+sgmllib3k = "*"
+
 [[package]]
 name = "filelock"
-version = "3.0.12"
+version = "3.3.2"
 description = "A platform independent file lock."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
+
+[package.extras]
+docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
+testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
 
 [[package]]
 name = "flake8"
-version = "3.8.4"
+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.*,>=2.7"
+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 = ">=2.6.0a1,<2.7.0"
-pyflakes = ">=2.2.0,<2.3.0"
+pycodestyle = ">=2.7.0,<2.8.0"
+pyflakes = ">=2.3.0,<2.4.0"
 
 [[package]]
-name = "gitdb"
-version = "4.0.7"
-description = "Git Object Database"
+name = "frozenlist"
+version = "1.2.0"
+description = "A list-like structure which implements collections.abc.MutableSequence"
 category = "main"
 optional = false
-python-versions = ">=3.4"
-
-[package.dependencies]
-smmap = ">=3.0.1,<5"
+python-versions = ">=3.6"
 
 [[package]]
-name = "gitpython"
-version = "3.1.14"
-description = "Python Git Library"
+name = "fsspec"
+version = "2021.11.0"
+description = "File-system specification"
 category = "main"
 optional = false
-python-versions = ">=3.4"
+python-versions = ">=3.6"
 
 [package.dependencies]
-gitdb = ">=4.0.1,<5"
+aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
+requests = {version = "*", optional = true, markers = "extra == \"http\""}
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+entrypoints = ["importlib-metadata"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["requests", "aiohttp"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
 
 [[package]]
-name = "h5py"
-version = "3.1.0"
-description = "Read and write HDF5 files from Python"
+name = "future"
+version = "0.18.2"
+description = "Clean single-source support for Python 3 and 2"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "gitdb"
+version = "4.0.9"
+description = "Git Object Database"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+smmap = ">=3.0.1,<6"
+
+[[package]]
+name = "gitpython"
+version = "3.1.24"
+description = "GitPython is a python library used to interact with Git repositories"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+gitdb = ">=4.0.1,<5"
+typing-extensions = {version = ">=3.7.4.3", markers = "python_version < \"3.10\""}
+
+[[package]]
+name = "google-api-core"
+version = "2.2.2"
+description = "Google API client core library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-auth = ">=1.25.0,<3.0dev"
+googleapis-common-protos = ">=1.52.0,<2.0dev"
+protobuf = ">=3.12.0"
+requests = ">=2.18.0,<3.0.0dev"
+
+[package.extras]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio-status (>=1.33.2,<2.0dev)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2)"]
+
+[[package]]
+name = "google-auth"
+version = "2.3.3"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<5.0"
+pyasn1-modules = ">=0.2.1"
+rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+six = ">=1.9.0"
+
+[package.extras]
+aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+
+[[package]]
+name = "google-cloud-core"
+version = "2.2.1"
+description = "Google Cloud API client core library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-api-core = ">=1.21.0,<3.0.0dev"
+google-auth = ">=1.24.0,<3.0dev"
+
+[package.extras]
+grpc = ["grpcio (>=1.8.2,<2.0dev)"]
+
+[[package]]
+name = "google-cloud-storage"
+version = "1.43.0"
+description = "Google Cloud Storage API client library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+google-api-core = {version = ">=1.29.0,<3.0dev", markers = "python_version >= \"3.6\""}
+google-auth = {version = ">=1.25.0,<3.0dev", markers = "python_version >= \"3.6\""}
+google-cloud-core = {version = ">=1.6.0,<3.0dev", markers = "python_version >= \"3.6\""}
+google-resumable-media = {version = ">=1.3.0,<3.0dev", markers = "python_version >= \"3.6\""}
+protobuf = {version = "*", markers = "python_version >= \"3.6\""}
+requests = ">=2.18.0,<3.0.0dev"
+six = "*"
+
+[[package]]
+name = "google-crc32c"
+version = "1.3.0"
+description = "A python wrapper of the C library 'Google CRC32C'"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+testing = ["pytest"]
+
+[[package]]
+name = "google-resumable-media"
+version = "2.1.0"
+description = "Utilities for Google Media Downloads and Resumable Uploads"
+category = "main"
+optional = false
+python-versions = ">= 3.6"
+
+[package.dependencies]
+google-crc32c = ">=1.0,<2.0dev"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)"]
+requests = ["requests (>=2.18.0,<3.0.0dev)"]
+
+[[package]]
+name = "googleapis-common-protos"
+version = "1.53.0"
+description = "Common protobufs used in Google APIs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+protobuf = ">=3.12.0"
+
+[package.extras]
+grpc = ["grpcio (>=1.0.0)"]
+
+[[package]]
+name = "greenlet"
+version = "1.1.2"
+description = "Lightweight in-process concurrent programming"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
+
+[package.extras]
+docs = ["sphinx"]
+
+[[package]]
+name = "h5py"
+version = "3.6.0"
+description = "Read and write HDF5 files from Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
 
 [package.dependencies]
 cached-property = {version = "*", markers = "python_version < \"3.8\""}
-numpy = [
-    {version = ">=1.12", markers = "python_version == \"3.6\""},
-    {version = ">=1.14.5", markers = "python_version == \"3.7\""},
-    {version = ">=1.17.5", markers = "python_version == \"3.8\""},
-    {version = ">=1.19.3", markers = "python_version >= \"3.9\""},
-]
+numpy = ">=1.14.5"
+
+[[package]]
+name = "huggingface-hub"
+version = "0.1.2"
+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"
+pyyaml = "*"
+requests = "*"
+tqdm = "*"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+dev = ["pytest", "datasets", "black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+tensorflow = ["tensorflow"]
+testing = ["pytest", "datasets"]
+torch = ["torch"]
 
 [[package]]
 name = "idna"
-version = "2.10"
+version = "3.3"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.5"
 
 [[package]]
 name = "imagesize"
-version = "1.2.0"
+version = "1.3.0"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 category = "dev"
 optional = false
@@ -389,7 +985,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "importlib-metadata"
-version = "3.4.0"
+version = "4.8.2"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
@@ -401,7 +997,23 @@ zipp = ">=0.5"
 
 [package.extras]
 docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+perf = ["ipython"]
+testing = ["pytest (>=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 = "importlib-resources"
+version = "5.4.0"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -411,24 +1023,177 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "ipykernel"
+version = "6.5.1"
+description = "IPython Kernel for Jupyter"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
+argcomplete = {version = ">=1.12.3", markers = "python_version < \"3.8.0\""}
+debugpy = ">=1.0.0,<2.0"
+importlib-metadata = {version = "<5", markers = "python_version < \"3.8.0\""}
+ipython = ">=7.23.1"
+jupyter-client = "<8.0"
+matplotlib-inline = ">=0.1.0,<0.2.0"
+tornado = ">=4.2,<7.0"
+traitlets = ">=5.1.0,<6.0"
+
+[package.extras]
+test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "ipyparallel"]
+
+[[package]]
+name = "ipython"
+version = "7.29.0"
+description = "IPython: Productive Interactive Computing"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+traitlets = ">=4.2"
+
+[package.extras]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["notebook", "ipywidgets"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
+
+[[package]]
+name = "ipython-genutils"
+version = "0.2.0"
+description = "Vestigial utilities from IPython"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipywidgets"
+version = "7.6.5"
+description = "IPython HTML widgets for Jupyter"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = ">=4.5.1"
+ipython = {version = ">=4.0.0", markers = "python_version >= \"3.3\""}
+ipython-genutils = ">=0.2.0,<0.3.0"
+jupyterlab-widgets = {version = ">=1.0.0", markers = "python_version >= \"3.6\""}
+nbformat = ">=4.2.0"
+traitlets = ">=4.3.1"
+widgetsnbextension = ">=3.5.0,<3.6.0"
+
+[package.extras]
+test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+
+[[package]]
+name = "iso-639"
+version = "0.4.5"
+description = "Python library for ISO 639 standard"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "isort"
-version = "5.7.0"
+version = "5.10.1"
 description = "A Python utility / library to sort Python imports."
 category = "dev"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
 pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
 requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
+plugins = ["setuptools"]
+
+[[package]]
+name = "jaraco.classes"
+version = "3.2.1"
+description = "Utility functions for Python class constructs"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[[package]]
+name = "jaraco.collections"
+version = "3.4.0"
+description = "Collection objects similar to those in stdlib by jaraco"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+"jaraco.classes" = "*"
+"jaraco.text" = "*"
+
+[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)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[[package]]
+name = "jaraco.functools"
+version = "3.4.0"
+description = "Functools like those found in stdlib"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.classes", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
+[[package]]
+name = "jaraco.text"
+version = "3.6.0"
+description = "Module for text manipulation"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
+"jaraco.functools" = "*"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [[package]]
 name = "jedi"
 version = "0.17.2"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
@@ -441,17 +1206,17 @@ testing = ["Django (<3.1)", "colorama", "docopt", "pytest (>=3.9.0,<5.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "2.11.2"
+version = "3.0.3"
 description = "A very fast and expressive template engine."
-category = "dev"
+category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
-MarkupSafe = ">=0.23"
+MarkupSafe = ">=2.0"
 
 [package.extras]
-i18n = ["Babel (>=0.8)"]
+i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jmespath"
@@ -463,7 +1228,7 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "joblib"
-version = "1.0.0"
+version = "1.1.0"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
@@ -478,32 +1243,137 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "jsonpickle"
-version = "1.5.0"
-description = "Python library for serializing any arbitrary object graph into JSON"
+name = "jsonschema"
+version = "4.2.1"
+description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
-python-versions = ">=2.7"
+python-versions = ">=3.7"
 
 [package.dependencies]
+attrs = ">=17.4.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+
+[package.extras]
+format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
+format_nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+
+[[package]]
+name = "jupyter"
+version = "1.0.0"
+description = "Jupyter metapackage. Install all the Jupyter components in one go."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ipykernel = "*"
+ipywidgets = "*"
+jupyter-console = "*"
+nbconvert = "*"
+notebook = "*"
+qtconsole = "*"
+
+[[package]]
+name = "jupyter-client"
+version = "7.1.0"
+description = "Jupyter protocol implementation and client libraries"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+entrypoints = "*"
+jupyter-core = ">=4.6.0"
+nest-asyncio = ">=1.5"
+python-dateutil = ">=2.1"
+pyzmq = ">=13"
+tornado = ">=4.1"
+traitlets = "*"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["coverage (<5)", "pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-black-multipy", "pytest-cov", "ecdsa", "feedparser", "numpy", "pandas", "pymongo", "sqlalchemy", "enum34", "jsonlib"]
-"testing.libs" = ["demjson", "simplejson", "ujson", "yajl"]
+doc = ["myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
+test = ["codecov", "coverage", "ipykernel", "ipython", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-cov", "pytest-timeout", "jedi (<0.18)"]
+
+[[package]]
+name = "jupyter-console"
+version = "6.4.0"
+description = "Jupyter terminal console"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+ipykernel = "*"
+ipython = "*"
+jupyter-client = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+
+[package.extras]
+test = ["pexpect"]
+
+[[package]]
+name = "jupyter-core"
+version = "4.9.1"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = "*"
+
+[[package]]
+name = "jupyterlab-pygments"
+version = "0.1.2"
+description = "Pygments theme using JupyterLab CSS variables"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pygments = ">=2.4.1,<3"
+
+[[package]]
+name = "jupyterlab-widgets"
+version = "1.0.2"
+description = "A JupyterLab extension."
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "lmdb"
-version = "1.1.1"
+version = "1.2.1"
 description = "Universal Python binding for the LMDB 'Lightning' Database"
 category = "main"
 optional = false
 python-versions = "*"
 
+[package.dependencies]
+cffi = ">=0.8"
+
+[[package]]
+name = "lxml"
+version = "4.6.4"
+description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
+
+[package.extras]
+cssselect = ["cssselect (>=0.7)"]
+html5 = ["html5lib"]
+htmlsoup = ["beautifulsoup4"]
+source = ["Cython (>=0.29.7)"]
+
 [[package]]
 name = "mako"
-version = "1.1.4"
+version = "1.1.6"
 description = "A super-fast templating language that borrows the  best ideas from the existing templating languages."
 category = "main"
 optional = false
@@ -518,11 +1388,22 @@ lingua = ["lingua"]
 
 [[package]]
 name = "markupsafe"
-version = "1.1.1"
+version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = ">=3.6"
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.3"
+description = "Inline Matplotlib backend for Jupyter"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
 
 [[package]]
 name = "mccabe"
@@ -533,16 +1414,58 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "more-itertools"
-version = "8.7.0"
-description = "More routines for operating on iterables, beyond itertools"
+name = "mistune"
+version = "0.8.4"
+description = "The fastest markdown parser in pure Python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "more-itertools"
+version = "8.11.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "multidict"
+version = "5.2.0"
+description = "multidict implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "multiprocess"
+version = "0.70.12.2"
+description = "better multiprocessing and multithreading in python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+dill = ">=0.3.4"
+
+[[package]]
+name = "munch"
+version = "2.5.0"
+description = "A dot-accessible dictionary (a la JavaScript objects)"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
+[package.extras]
+testing = ["pytest", "coverage", "astroid (>=1.5.3,<1.6.0)", "pylint (>=1.7.2,<1.8.0)", "astroid (>=2.0)", "pylint (>=2.3.1,<2.4.0)"]
+yaml = ["PyYAML (>=5.1.0)"]
 
 [[package]]
 name = "murmurhash"
-version = "1.0.5"
+version = "1.0.6"
 description = "Cython bindings for MurmurHash"
 category = "main"
 optional = false
@@ -572,39 +1495,144 @@ category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "nbclient"
+version = "0.5.9"
+description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+
+[package.dependencies]
+jupyter-client = ">=6.1.5"
+nbformat = ">=5.0"
+nest-asyncio = "*"
+traitlets = ">=4.2"
+
+[package.extras]
+dev = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
+sphinx = ["Sphinx (>=1.7)", "sphinx-book-theme", "mock", "moto", "myst-parser"]
+test = ["codecov", "coverage", "ipython", "ipykernel", "ipywidgets", "pytest (>=4.1)", "pytest-cov (>=2.6.1)", "check-manifest", "flake8", "mypy", "tox", "xmltodict", "pip (>=18.1)", "wheel (>=0.31.0)", "setuptools (>=38.6.0)", "twine (>=1.11.0)", "black"]
+
+[[package]]
+name = "nbconvert"
+version = "6.3.0"
+description = "Converting Jupyter Notebooks"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+bleach = "*"
+defusedxml = "*"
+entrypoints = ">=0.2.2"
+jinja2 = ">=2.4"
+jupyter-core = "*"
+jupyterlab-pygments = "*"
+mistune = ">=0.8.1,<2"
+nbclient = ">=0.5.0,<0.6.0"
+nbformat = ">=4.4"
+pandocfilters = ">=1.4.1"
+pygments = ">=2.4.1"
+testpath = "*"
+traitlets = ">=5.0"
+
+[package.extras]
+all = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.6)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "ipython"]
+serve = ["tornado (>=4.0)"]
+test = ["pytest", "pytest-cov", "pytest-dependency", "ipykernel", "ipywidgets (>=7)", "pyppeteer (==0.2.6)"]
+webpdf = ["pyppeteer (==0.2.6)"]
+
+[[package]]
+name = "nbformat"
+version = "5.1.3"
+description = "The Jupyter Notebook format"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+ipython-genutils = "*"
+jsonschema = ">=2.4,<2.5.0 || >2.5.0"
+jupyter-core = "*"
+traitlets = ">=4.1"
+
+[package.extras]
+fast = ["fastjsonschema"]
+test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]
+
+[[package]]
+name = "nest-asyncio"
+version = "1.5.1"
+description = "Patch asyncio to allow nested event loops"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "nltk"
-version = "3.5"
+version = "3.6.5"
 description = "Natural Language Toolkit"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 click = "*"
 joblib = "*"
-regex = "*"
+regex = ">=2021.8.3"
 tqdm = "*"
 
 [package.extras]
-all = ["requests", "numpy", "python-crfsuite", "scikit-learn", "twython", "pyparsing", "scipy", "matplotlib", "gensim"]
+all = ["numpy", "python-crfsuite", "matplotlib", "twython", "requests", "scikit-learn", "gensim (<4.0.0)", "pyparsing", "scipy"]
 corenlp = ["requests"]
-machine_learning = ["gensim", "numpy", "python-crfsuite", "scikit-learn", "scipy"]
+machine_learning = ["gensim (<4.0.0)", "numpy", "python-crfsuite", "scikit-learn", "scipy"]
 plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
 
+[[package]]
+name = "notebook"
+version = "6.4.6"
+description = "A web-based notebook environment for interactive computing"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+argon2-cffi = "*"
+ipykernel = "*"
+ipython-genutils = "*"
+jinja2 = "*"
+jupyter-client = ">=5.3.4"
+jupyter-core = ">=4.6.1"
+nbconvert = "*"
+nbformat = "*"
+nest-asyncio = ">=1.5"
+prometheus-client = "*"
+pyzmq = ">=17"
+Send2Trash = ">=1.8.0"
+terminado = ">=0.8.3"
+tornado = ">=6.1"
+traitlets = ">=4.2.1"
+
+[package.extras]
+docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
+json-logging = ["json-logging"]
+test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+
 [[package]]
 name = "numpy"
-version = "1.19.5"
+version = "1.21.1"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "optuna"
-version = "2.7.0"
+version = "2.10.0"
 description = "A hyperparameter optimization framework"
 category = "main"
 optional = false
@@ -617,20 +1645,21 @@ cmaes = ">=0.8.2"
 colorlog = "*"
 numpy = "*"
 packaging = ">=20.0"
+PyYAML = "*"
 scipy = "!=1.4.0"
 sqlalchemy = ">=1.1.0"
 tqdm = "*"
 
 [package.extras]
+benchmark = ["asv", "virtualenv"]
 checking = ["black", "hacking", "isort", "mypy (==0.790)", "blackdoc"]
 codecov = ["codecov", "pytest-cov"]
-doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "mlflow"]
-document = ["sphinx", "sphinx-rtd-theme", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "pillow", "matplotlib", "scikit-learn", "plotly (>=4.0.0)", "pandas", "lightgbm", "torch (==1.8.0)", "torchvision (==0.9.0)", "torchaudio (==0.8.0)", "thop"]
-example = ["catboost", "chainer", "lightgbm", "mlflow", "mpi4py", "mxnet", "nbval", "scikit-image", "scikit-learn (>=0.19.0,<0.23.0)", "xgboost", "keras", "tensorflow (>=2.0.0)", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "thop", "skorch", "stable-baselines3 (>=0.7.0)", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0)", "dask", "dask-ml", "fastai", "optax", "dm-haiku", "hydra-optuna-sweeper", "ray", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
+doctest = ["cma", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "mlflow"]
+document = ["sphinx (<4.0.0)", "sphinx-rtd-theme", "sphinx-copybutton", "sphinx-gallery", "sphinx-plotly-directive", "pillow", "matplotlib", "scikit-learn (<1.0.0)", "plotly (>=4.0.0)", "pandas", "lightgbm", "torch (==1.8.0)", "torchvision (==0.9.0)", "torchaudio (==0.8.0)", "thop"]
 experimental = ["redis"]
-integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "xgboost", "keras", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
-optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "redis", "scikit-learn (>=0.19.0,<0.23.0)"]
-testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.19.0,<0.23.0)", "scikit-optimize", "xgboost", "keras", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
+integration = ["chainer (>=5.0.0)", "cma", "lightgbm", "mlflow", "wandb", "mpi4py", "mxnet", "pandas", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
+optional = ["bokeh (<2.0.0)", "matplotlib (>=3.0.0)", "pandas", "plotly (>=4.0.0)", "redis", "scikit-learn (>=0.24.2,<1.0.0)"]
+testing = ["bokeh (<2.0.0)", "chainer (>=5.0.0)", "cma", "fakeredis", "lightgbm", "matplotlib (>=3.0.0)", "mlflow", "mpi4py", "mxnet", "pandas", "plotly (>=4.0.0)", "pytest", "scikit-learn (>=0.24.2,<1.0.0)", "scikit-optimize", "xgboost", "tensorflow", "tensorflow-datasets", "pytorch-ignite", "pytorch-lightning (>=1.0.2)", "skorch", "catalyst (>=21.3)", "torchaudio (==0.8.0)", "allennlp (>=2.2.0,<2.7.0)", "fastai", "botorch (>=0.4.0)", "torch (==1.8.0+cpu)", "torchvision (==0.9.0+cpu)", "torch (==1.8.0)", "torchvision (==0.9.0)"]
 tests = ["fakeredis", "pytest"]
 
 [[package]]
@@ -643,20 +1672,49 @@ python-versions = "*"
 
 [[package]]
 name = "packaging"
-version = "20.8"
+version = "21.3"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
+
+[package.dependencies]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+
+[[package]]
+name = "pandas"
+version = "1.3.4"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
+optional = false
+python-versions = ">=3.7.1"
 
 [package.dependencies]
-pyparsing = ">=2.0.2"
+numpy = [
+    {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
+    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+]
+python-dateutil = ">=2.7.3"
+pytz = ">=2017.3"
+
+[package.extras]
+test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+
+[[package]]
+name = "pandocfilters"
+version = "1.5.0"
+description = "Utilities for writing pandoc filters in python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "parso"
 version = "0.7.1"
 description = "A Python Parser"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
@@ -665,11 +1723,11 @@ testing = ["docopt", "pytest (>=3.0.7)"]
 
 [[package]]
 name = "pathspec"
-version = "0.8.1"
+version = "0.9.0"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
 [[package]]
 name = "pathtools"
@@ -679,17 +1737,74 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "patternfork-nosql"
+version = "3.6"
+description = "Web mining module for Python."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+"backports.csv" = "*"
+beautifulsoup4 = "*"
+cherrypy = "*"
+feedparser = "*"
+future = "*"
+lxml = "*"
+nltk = "*"
+numpy = "*"
+"pdfminer.six" = "*"
+python-docx = "*"
+requests = "*"
+scipy = "*"
+
 [[package]]
 name = "pbr"
-version = "5.5.1"
+version = "5.8.0"
 description = "Python Build Reasonableness"
 category = "main"
 optional = false
 python-versions = ">=2.6"
 
+[[package]]
+name = "pdfminer.six"
+version = "20211012"
+description = "PDF parser and analyzer"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+chardet = {version = "*", markers = "python_version > \"3.0\""}
+cryptography = "*"
+
+[package.extras]
+dev = ["nose", "tox", "mypy (==0.910)"]
+docs = ["sphinx", "sphinx-argparse"]
+
+[[package]]
+name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pillow"
-version = "8.2.0"
+version = "8.4.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -705,21 +1820,37 @@ python-versions = "*"
 
 [[package]]
 name = "pluggy"
-version = "0.13.1"
+version = "1.0.0"
 description = "plugin and hook calling mechanisms for python"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 
 [package.extras]
 dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "portend"
+version = "3.0.0"
+description = "TCP port monitoring and discovery"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+tempora = ">=1.8"
+
+[package.extras]
+docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
 
 [[package]]
 name = "preshed"
-version = "3.0.5"
+version = "3.0.6"
 description = "Cython hash table that trusts the keys are pre-hashed"
 category = "main"
 optional = false
@@ -731,11 +1862,29 @@ murmurhash = ">=0.28.0,<1.1.0"
 
 [[package]]
 name = "prettytable"
-version = "0.7.2"
-description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format."
+version = "2.4.0"
+description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
+wcwidth = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-lazy-fixture"]
+
+[[package]]
+name = "prometheus-client"
+version = "0.12.0"
+description = "Python client for the Prometheus monitoring system."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+twisted = ["twisted"]
 
 [[package]]
 name = "promise"
@@ -752,15 +1901,23 @@ six = "*"
 test = ["pytest (>=2.7.3)", "pytest-cov", "coveralls", "futures", "pytest-benchmark", "mock"]
 
 [[package]]
-name = "protobuf"
-version = "3.14.0"
-description = "Protocol Buffers"
+name = "prompt-toolkit"
+version = "3.0.22"
+description = "Library for building powerful interactive command lines in Python"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6.2"
 
 [package.dependencies]
-six = ">=1.9"
+wcwidth = "*"
+
+[[package]]
+name = "protobuf"
+version = "3.19.1"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = ">=3.5"
 
 [[package]]
 name = "psutil"
@@ -773,25 +1930,71 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 [package.extras]
 test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
 
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "py"
-version = "1.10.0"
+version = "1.11.0"
 description = "library with cross-python path, ini-parsing, io, code, log facilities"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "pyarrow"
+version = "6.0.1"
+description = "Python library for Apache Arrow"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.2.8"
+description = "A collection of ASN.1-based protocols modules."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.5.0"
 
 [[package]]
 name = "pycodestyle"
-version = "2.6.0"
+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 = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
 [[package]]
 name = "pyflakes"
-version = "2.2.0"
+version = "2.3.1"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
@@ -799,23 +2002,26 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pygments"
-version = "2.7.4"
+version = "2.10.0"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 
 [[package]]
 name = "pyparsing"
-version = "2.4.7"
+version = "3.0.6"
 description = "Python parsing module"
 category = "main"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+python-versions = ">=3.6"
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyperclip"
-version = "1.8.1"
+version = "1.8.2"
 description = "A cross-platform clipboard module for Python. (Only handles plain text for now.)"
 category = "main"
 optional = false
@@ -829,9 +2035,25 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pyreadline3"
+version = "3.3"
+description = "A python implementation of GNU readline."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyrsistent"
+version = "0.18.0"
+description = "Persistent/Functional/Immutable data structures"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pytest"
-version = "6.2.1"
+version = "6.2.5"
 description = "pytest: simple powerful testing with Python"
 category = "main"
 optional = false
@@ -844,7 +2066,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<1.0.0a1"
+pluggy = ">=0.12,<2.0"
 py = ">=1.8.2"
 toml = "*"
 
@@ -853,7 +2075,7 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xm
 
 [[package]]
 name = "python-dateutil"
-version = "2.8.1"
+version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
@@ -863,13 +2085,16 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 six = ">=1.5"
 
 [[package]]
-name = "python-editor"
-version = "1.0.4"
-description = "Programmatically open an editor, capture the result."
+name = "python-docx"
+version = "0.8.11"
+description = "Create and update Microsoft Word .docx files."
 category = "main"
 optional = false
 python-versions = "*"
 
+[package.dependencies]
+lxml = ">=2.3.2"
+
 [[package]]
 name = "python-jsonrpc-server"
 version = "0.4.0"
@@ -896,6 +2121,7 @@ python-versions = "*"
 jedi = ">=0.17.0,<0.18.0"
 pluggy = "*"
 python-jsonrpc-server = ">=0.4.0"
+ujson = {version = ">=3.0.0", markers = "python_version > \"3\""}
 
 [package.extras]
 all = ["autopep8", "flake8 (>=3.8.0)", "mccabe (>=0.6.0,<0.7.0)", "pycodestyle (>=2.6.0,<2.7.0)", "pydocstyle (>=2.0.0)", "pyflakes (>=2.2.0,<2.3.0)", "pylint (>=2.5.0)", "rope (>=0.10.5)", "yapf"]
@@ -912,23 +2138,81 @@ yapf = ["yapf"]
 
 [[package]]
 name = "pytz"
-version = "2020.5"
+version = "2021.3"
 description = "World timezone definitions, modern and historical"
-category = "dev"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pywin32"
+version = "302"
+description = "Python for Window Extensions"
+category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pywinpty"
+version = "1.1.6"
+description = "Pseudo terminal support for Windows from Python."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pyyaml"
-version = "5.3.1"
+version = "6.0"
 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.*"
+python-versions = ">=3.6"
+
+[[package]]
+name = "pyzmq"
+version = "22.3.0"
+description = "Python bindings for 0MQ"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = {version = "*", markers = "implementation_name == \"pypy\""}
+py = {version = "*", markers = "implementation_name == \"pypy\""}
+
+[[package]]
+name = "qtconsole"
+version = "5.2.0"
+description = "Jupyter Qt console"
+category = "main"
+optional = false
+python-versions = ">= 3.6"
+
+[package.dependencies]
+ipykernel = ">=4.1"
+ipython-genutils = "*"
+jupyter-client = ">=4.1"
+jupyter-core = "*"
+pygments = "*"
+pyzmq = ">=17.1"
+qtpy = "*"
+traitlets = "*"
+
+[package.extras]
+doc = ["Sphinx (>=1.3)"]
+test = ["flaky", "pytest", "pytest-qt"]
+
+[[package]]
+name = "qtpy"
+version = "1.11.2"
+description = "Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets."
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 
 [[package]]
 name = "regex"
-version = "2020.11.13"
+version = "2021.11.10"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
@@ -936,36 +2220,50 @@ python-versions = "*"
 
 [[package]]
 name = "requests"
-version = "2.25.1"
+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.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<5"
-idna = ">=2.5,<3"
+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]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+
+[[package]]
+name = "rsa"
+version = "4.7.2"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.5, <4"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "s3transfer"
-version = "0.3.4"
+version = "0.5.0"
 description = "An Amazon S3 Transfer Manager"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">= 3.6"
 
 [package.dependencies]
 botocore = ">=1.12.36,<2.0a.0"
 
+[package.extras]
+crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+
 [[package]]
 name = "sacremoses"
-version = "0.0.43"
+version = "0.0.46"
 description = "SacreMoses"
 category = "main"
 optional = false
@@ -980,27 +2278,27 @@ tqdm = "*"
 
 [[package]]
 name = "scikit-learn"
-version = "0.24.0"
+version = "1.0.1"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 joblib = ">=0.11"
-numpy = ">=1.13.3"
-scipy = ">=0.19.1"
+numpy = ">=1.14.6"
+scipy = ">=1.1.0"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
-docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
-examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
-tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
+benchmark = ["matplotlib (>=2.2.3)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
+tests = ["matplotlib (>=2.2.3)", "scikit-image (>=0.14.5)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=21.6b0)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
 
 [[package]]
 name = "scipy"
-version = "1.6.0"
+version = "1.6.1"
 description = "SciPy: Scientific Library for Python"
 category = "main"
 optional = false
@@ -1009,9 +2307,22 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.5"
 
+[[package]]
+name = "send2trash"
+version = "1.8.0"
+description = "Send file to trash natively under Mac OS X, Windows and Linux."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+nativelib = ["pyobjc-framework-cocoa", "pywin32"]
+objc = ["pyobjc-framework-cocoa"]
+win32 = ["pywin32"]
+
 [[package]]
 name = "sentencepiece"
-version = "0.1.95"
+version = "0.1.96"
 description = "SentencePiece python wrapper"
 category = "main"
 optional = false
@@ -1019,7 +2330,7 @@ python-versions = "*"
 
 [[package]]
 name = "sentry-sdk"
-version = "1.0.0"
+version = "1.5.0"
 description = "Python client for Sentry (https://sentry.io)"
 category = "main"
 optional = false
@@ -1038,6 +2349,7 @@ chalice = ["chalice (>=1.16.0)"]
 django = ["django (>=1.8)"]
 falcon = ["falcon (>=1.4)"]
 flask = ["flask (>=0.11)", "blinker (>=1.1)"]
+httpx = ["httpx (>=0.16.0)"]
 pure_eval = ["pure-eval", "executing", "asttokens"]
 pyspark = ["pyspark (>=2.4.4)"]
 rq = ["rq (>=0.6)"]
@@ -1045,9 +2357,17 @@ sanic = ["sanic (>=0.8)"]
 sqlalchemy = ["sqlalchemy (>=1.2)"]
 tornado = ["tornado (>=5)"]
 
+[[package]]
+name = "sgmllib3k"
+version = "1.0.0"
+description = "Py3k port of sgmllib."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "shortuuid"
-version = "1.0.1"
+version = "1.0.8"
 description = "A generator library for concise, unambiguous and URL-safe UUIDs."
 category = "main"
 optional = false
@@ -1055,7 +2375,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "six"
-version = "1.15.0"
+version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
@@ -1063,23 +2383,31 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "smmap"
-version = "4.0.0"
+version = "5.0.0"
 description = "A pure Python implementation of a sliding window memory map manager"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [[package]]
 name = "snowballstemmer"
-version = "2.0.0"
-description = "This package provides 26 stemmers for 25 languages generated from Snowball algorithms."
+version = "2.2.0"
+description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 category = "dev"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "soupsieve"
+version = "2.3.1"
+description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "spacy"
-version = "2.3.5"
+version = "2.3.7"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 category = "main"
 optional = false
@@ -1117,7 +2445,7 @@ th = ["pythainlp (>=2.0)"]
 
 [[package]]
 name = "sphinx"
-version = "3.4.3"
+version = "3.5.4"
 description = "Python documentation generator"
 category = "dev"
 optional = false
@@ -1127,7 +2455,7 @@ python-versions = ">=3.5"
 alabaster = ">=0.7,<0.8"
 babel = ">=1.3"
 colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.12"
+docutils = ">=0.12,<0.17"
 imagesize = "*"
 Jinja2 = ">=2.3"
 packaging = "*"
@@ -1143,18 +2471,19 @@ sphinxcontrib-serializinghtml = "*"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.790)", "docutils-stubs"]
+lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.800)", "docutils-stubs"]
 test = ["pytest", "pytest-cov", "html5lib", "cython", "typed-ast"]
 
 [[package]]
 name = "sphinx-rtd-theme"
-version = "0.5.1"
+version = "0.5.2"
 description = "Read the Docs theme for Sphinx"
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
+docutils = "<0.17"
 sphinx = "*"
 
 [package.extras]
@@ -1186,11 +2515,11 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "1.0.3"
+version = "2.0.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [package.extras]
 lint = ["flake8", "mypy", "docutils-stubs"]
@@ -1221,7 +2550,7 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.4"
+version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
 category = "dev"
 optional = false
@@ -1233,23 +2562,44 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "1.3.22"
+version = "1.4.27"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
+aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
+aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
+asyncio = ["greenlet (!=0.4.17)"]
+asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3)"]
+mariadb_connector = ["mariadb (>=1.0.1)"]
 mssql = ["pyodbc"]
 mssql_pymssql = ["pymssql"]
 mssql_pyodbc = ["pyodbc"]
-mysql = ["mysqlclient"]
-oracle = ["cx-oracle"]
-postgresql = ["psycopg2"]
-postgresql_pg8000 = ["pg8000"]
+mypy = ["sqlalchemy2-stubs", "mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0,<2)", "mysqlclient (>=1.4.0)"]
+mysql_connector = ["mysql-connector-python"]
+oracle = ["cx_oracle (>=7,<8)", "cx_oracle (>=7)"]
+postgresql = ["psycopg2 (>=2.7)"]
+postgresql_asyncpg = ["greenlet (!=0.4.17)", "asyncpg"]
+postgresql_pg8000 = ["pg8000 (>=1.16.6)"]
 postgresql_psycopg2binary = ["psycopg2-binary"]
 postgresql_psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql"]
+pymysql = ["pymysql (<1)", "pymysql"]
+sqlcipher = ["sqlcipher3-binary"]
+
+[[package]]
+name = "sqlitedict"
+version = "1.7.0"
+description = "Persistent dict in Python, backed up by sqlite3 and pickle, multithread-safe."
+category = "main"
+optional = false
+python-versions = "*"
 
 [[package]]
 name = "srsly"
@@ -1261,7 +2611,7 @@ python-versions = "*"
 
 [[package]]
 name = "stevedore"
-version = "3.3.0"
+version = "3.5.0"
 description = "Manage dynamic plugins for Python applications"
 category = "main"
 optional = false
@@ -1279,9 +2629,25 @@ category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, <4"
 
+[[package]]
+name = "tempora"
+version = "4.1.2"
+description = "Objects and routines pertaining to date and time (tempora)"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+"jaraco.functools" = ">=1.20"
+pytz = "*"
+
+[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)", "backports.unittest-mock", "freezegun", "pytest-freezegun", "types-freezegun", "types-pytz", "pytest-black (>=0.3.7)", "pytest-mypy"]
+
 [[package]]
 name = "tensorboardx"
-version = "2.1"
+version = "2.4.1"
 description = "TensorBoardX lets you watch Tensors Flow without Tensorflow"
 category = "main"
 optional = false
@@ -1290,7 +2656,41 @@ python-versions = "*"
 [package.dependencies]
 numpy = "*"
 protobuf = ">=3.8.0"
-six = "*"
+
+[[package]]
+name = "termcolor"
+version = "1.1.0"
+description = "ANSII Color formatting for output in terminal."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "terminado"
+version = "0.12.1"
+description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+ptyprocess = {version = "*", markers = "os_name != \"nt\""}
+pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
+tornado = ">=4"
+
+[package.extras]
+test = ["pytest"]
+
+[[package]]
+name = "testpath"
+version = "0.5.0"
+description = "Test utilities for code working with files and commands"
+category = "main"
+optional = false
+python-versions = ">= 3.5"
+
+[package.extras]
+test = ["pytest", "pathlib2"]
 
 [[package]]
 name = "thinc"
@@ -1326,15 +2726,15 @@ cuda92 = ["cupy-cuda92 (>=5.0.0b4)"]
 
 [[package]]
 name = "threadpoolctl"
-version = "2.1.0"
+version = "3.0.0"
 description = "threadpoolctl"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 
 [[package]]
 name = "tokenizers"
-version = "0.10.2"
+version = "0.10.3"
 description = "Fast and Customizable Tokenizers"
 category = "main"
 optional = false
@@ -1353,20 +2753,18 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "torch"
-version = "1.7.1"
+version = "1.10.0"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 category = "main"
 optional = false
 python-versions = ">=3.6.2"
 
 [package.dependencies]
-dataclasses = {version = "*", markers = "python_version < \"3.7\""}
-numpy = "*"
 typing-extensions = "*"
 
 [[package]]
 name = "torchvision"
-version = "0.8.2"
+version = "0.11.1"
 description = "image and video datasets and models for torch deep learning"
 category = "main"
 optional = false
@@ -1374,38 +2772,62 @@ python-versions = "*"
 
 [package.dependencies]
 numpy = "*"
-pillow = ">=4.1.1"
-torch = "1.7.1"
+pillow = ">=5.3.0,<8.3.0 || >8.3.0"
+torch = "1.10.0"
 
 [package.extras]
 scipy = ["scipy"]
 
+[[package]]
+name = "tornado"
+version = "6.1"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
+optional = false
+python-versions = ">= 3.5"
+
 [[package]]
 name = "tqdm"
-version = "4.56.0"
+version = "4.62.3"
 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 = "traitlets"
+version = "5.1.1"
+description = "Traitlets Python configuration system"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest"]
+
 [[package]]
 name = "transformers"
-version = "4.4.2"
+version = "4.12.5"
 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]
-dataclasses = {version = "*", markers = "python_version < \"3.7\""}
 filelock = "*"
+huggingface-hub = ">=0.1.0,<1.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 numpy = ">=1.17"
-packaging = "*"
+packaging = ">=20.0"
+pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 sacremoses = "*"
@@ -1413,30 +2835,45 @@ 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 (>=0.1.59)", "flax (>=0.3.2)", "sentencepiece (==0.1.91)", "protobuf", "tokenizers (>=0.10.1,<0.11)"]
-dev = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx", "torch (>=1.0)", "jax (>=0.2.8)", "jaxlib (>=0.1.59)", "flax (>=0.3.2)", "sentencepiece (==0.1.91)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-sugar", "faiss-cpu", "cookiecutter (==1.7.2)", "black (>=20.8b1)", "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)", "recommonmark", "sphinx (==3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinx-copybutton", "scikit-learn"]
-docs = ["recommonmark", "sphinx (==3.2.1)", "sphinx-markdown-tables", "sphinx-rtd-theme (==0.4.3)", "sphinx-copybutton"]
-flax = ["jax (>=0.2.8)", "jaxlib (>=0.1.59)", "flax (>=0.3.2)"]
+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,!=0.1.92)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "torchaudio", "librosa", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)"]
+audio = ["librosa"]
+codecarbon = ["codecarbon (==1.2.0)"]
+deepspeed = ["deepspeed (>=0.5.3)"]
+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,!=0.1.92)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "torchaudio", "librosa", "pillow", "optuna", "ray", "sigopt", "timm", "codecarbon (==1.2.0)", "pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (==21.4b0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "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)", "sphinx-intl", "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,!=0.1.92)", "protobuf", "tokenizers (>=0.10.1,<0.11)", "torchaudio", "librosa", "pillow", "optuna", "ray", "sigopt", "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)", "sphinx-intl"]
+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)", "sphinx-intl"]
+fairscale = ["fairscale (>0.3)"]
+flax = ["jax (>=0.2.8)", "jaxlib (>=0.1.65)", "flax (>=0.3.4)", "optax (>=0.0.8)"]
+flax-speech = ["librosa"]
+integrations = ["optuna", "ray", "sigopt"]
 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)"]
-quality = ["black (>=20.8b1)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+optuna = ["optuna"]
+quality = ["black (==21.4b0)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+ray = ["ray"]
 retrieval = ["faiss-cpu", "datasets"]
-sentencepiece = ["sentencepiece (==0.1.91)", "protobuf"]
+sagemaker = ["sagemaker (>=2.31.0)"]
+sentencepiece = ["sentencepiece (>=0.1.91,!=0.1.92)", "protobuf"]
 serving = ["pydantic", "uvicorn", "fastapi", "starlette"]
+sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
-speech = ["soundfile", "torchaudio"]
-testing = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-sugar", "faiss-cpu", "cookiecutter (==1.7.2)"]
+speech = ["torchaudio", "librosa"]
+testing = ["pytest", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets", "pytest-timeout", "black (==21.4b0)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score", "nltk", "GitPython (<3.1.19)", "faiss-cpu", "cookiecutter (==1.7.2)"]
 tf = ["tensorflow (>=2.3)", "onnxconverter-common", "keras2onnx"]
 tf-cpu = ["tensorflow-cpu (>=2.3)", "onnxconverter-common", "keras2onnx"]
+tf-speech = ["librosa"]
+timm = ["timm"]
 tokenizers = ["tokenizers (>=0.10.1,<0.11)"]
 torch = ["torch (>=1.0)"]
-torchhub = ["filelock", "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)"]
+torch-speech = ["torchaudio", "librosa"]
+torchhub = ["filelock", "huggingface-hub (>=0.1.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "torch (>=1.0)", "tokenizers (>=0.10.1,<0.11)", "tqdm (>=4.27)"]
+vision = ["pillow"]
 
 [[package]]
 name = "typed-ast"
-version = "1.4.2"
+version = "1.4.3"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
 category = "dev"
 optional = false
@@ -1444,15 +2881,15 @@ python-versions = "*"
 
 [[package]]
 name = "typing-extensions"
-version = "3.7.4.3"
-description = "Backported and Experimental Type Hints for Python 3.5+"
+version = "4.0.0"
+description = "Backported and Experimental Type Hints for Python 3.6+"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "ujson"
-version = "4.0.1"
+version = "4.3.0"
 description = "Ultra fast JSON encoder and decoder for Python"
 category = "dev"
 optional = false
@@ -1460,7 +2897,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "urllib3"
-version = "1.26.2"
+version = "1.26.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@@ -1473,14 +2910,14 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "wandb"
-version = "0.10.25"
+version = "0.12.7"
 description = "A CLI and library for interacting with the Weights and Biases API."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=3.6"
 
 [package.dependencies]
-Click = ">=7.0"
+Click = ">=7.0,<8.0.0 || >8.0.0"
 configparser = ">=3.8.1"
 docker-pycreds = ">=0.4.0"
 GitPython = ">=1.0.0"
@@ -1491,21 +2928,24 @@ psutil = ">=5.0.0"
 python-dateutil = ">=2.6.1"
 PyYAML = "*"
 requests = ">=2.0.0,<3"
-sentry-sdk = ">=0.4.0"
+sentry-sdk = ">=1.0.0"
 shortuuid = ">=0.5.0"
 six = ">=1.13.0"
 subprocess32 = ">=3.5.3"
+yaspin = ">=1.0.0"
 
 [package.extras]
 aws = ["boto3"]
 gcp = ["google-cloud-storage"]
-grpc = ["grpcio (==1.27.2)"]
 kubeflow = ["kubernetes", "minio", "google-cloud-storage", "sh"]
-media = ["numpy", "moviepy", "pillow", "bokeh", "soundfile", "plotly"]
+launch = ["jupyter-repo2docker", "nbconvert", "chardet", "iso8601", "typing-extensions", "yaspin"]
+media = ["numpy", "moviepy", "pillow", "bokeh", "soundfile", "plotly", "rdkit-pypi"]
+service = ["grpcio (>=1.27.2)", "setproctitle"]
+sweeps = ["numpy (>=1.15,<1.21)", "scipy (>=1.5.4)", "pyyaml", "scikit-learn (==0.24.1)", "jsonschema (>=3.2.0)", "jsonref (>=0.2)", "pydantic (>=1.8.2)"]
 
 [[package]]
 name = "wasabi"
-version = "0.8.0"
+version = "0.8.2"
 description = "A lightweight console printing and formatting toolkit"
 category = "main"
 optional = false
@@ -1519,140 +2959,472 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "widgetsnbextension"
+version = "3.5.2"
+description = "IPython HTML widgets for Jupyter"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+notebook = ">=4.4.1"
+
+[[package]]
+name = "xxhash"
+version = "2.0.2"
+description = "Python binding for xxHash"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "yarl"
+version = "1.7.2"
+description = "Yet another URL library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "yaspin"
+version = "2.1.0"
+description = "Yet Another Terminal Spinner"
+category = "main"
+optional = false
+python-versions = ">=3.6.2,<4.0.0"
+
+[package.dependencies]
+termcolor = ">=1.1.0,<2.0.0"
+
+[[package]]
+name = "zc.lockfile"
+version = "2.0"
+description = "Basic inter-process locks"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["zope.testing"]
+
 [[package]]
 name = "zipp"
-version = "3.4.0"
+version = "3.6.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=3.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=3.5,!=3.7.3)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "jaraco.test (>=3.2.0)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+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"]
 
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-python-versions = "^3.6.1"
-content-hash = "2f2f6addd5bd3c73f61976bdfaa6a45108915f127528bc431856b500b56b0e19"
+python-versions = "^3.7.1"
+content-hash = "da517bddaf243314afcb2a471e0b4753e5ef4293f85098ecceb08b614e43660a"
 
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 ]
diff --git a/pyproject.toml b/pyproject.toml
index 1980cc1..7fbaafb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,9 +9,10 @@ authors = ["himkt <himkt@klis.tsukuba.ac.jp>"]
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = "^3.6.1"
-allennlp = "^2.0.0"
+python = "^3.7.1"
+allennlp = "^2.6.0"
 optuna = "^2.6.0"
+importlib-metadata = "^4.8.2"
 
 [tool.poetry.dev-dependencies]
 black = "^20.8b1"