From e0dff6cd56477e05c0e8fa0b5d129dfe76bb91a3 Mon Sep 17 00:00:00 2001
From: Luis Mayo Valbuena <luismayovalbuena@outlook.es>
Date: Sat, 30 Dec 2023 17:58:40 +0100
Subject: [PATCH] Finished polyglot support

---
 README.md                              |    2 +-
 objection_engine/ace_attorney_scene.py |    4 +-
 poetry.lock                            | 1927 +++++++++---------------
 3 files changed, 723 insertions(+), 1210 deletions(-)

diff --git a/README.md b/README.md
index a323ca5..47849cc 100644
--- a/README.md
+++ b/README.md
@@ -101,7 +101,7 @@ docker run --rm \
 #### Settings
 The following environment variables are honored by objection_engine:
 - oe_bypass_sentiment: If on any value other than the empty string, the sentiment analysis is bypassed
-- oe_sentiment_model: If "polyglot", polyglot will be used for sentiment analisis, if empty or "hf" it would be a huggingface model
+- oe_sentiment_model: If "polyglot", polyglot will be used for sentiment analisis, if empty or "hf" it would be a huggingface model. When using polyglot models remember to do python -m polyglot download TASK:sentiment2
 - ~~oe_stats_server~~ (not longer supported as of Objection engine 3.3.0): If present, it will be used as the URL to post statistics to. The server responsible should be similar to https://github.com/LuisMayo/simple-server-counter
 - oe_polyglot_models: (docker only) If on polyglot model(s), the data for the model will be downloaded when starting the container.
 - OE_DIRECT_H264_ENCODING: If "true" then it will directly encode the videos in H264 with OpenCV, instead of encoding in mp4v and re-encoding later. This is faster than the default, but it requires running on windows or having a self-compiled OpenCV build in your system. If you don't know what any of this means, don't enable it.
diff --git a/objection_engine/ace_attorney_scene.py b/objection_engine/ace_attorney_scene.py
index 18532ec..9b7e6a8 100644
--- a/objection_engine/ace_attorney_scene.py
+++ b/objection_engine/ace_attorney_scene.py
@@ -1113,13 +1113,11 @@ def hf_sentiment(self, text: str):
         return self._sentiment_analyzer(text)[0]
 
     def poly_sentiment(self, text: str):
-        print(text)
         poly_text = Text(text)
         try:
             polarity = poly_text.polarity
-        except:
+        except Exception as e:
             polarity = 0
-        print(polarity)
         if polarity > 0.35:
             return {'label': 'positive', 'score': 1.0}
         # If polarity is -1 there isn't enough information to determine if it's negative therefore we introduce randomness
diff --git a/poetry.lock b/poetry.lock
index c119a47..19030c6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,25 +1,56 @@
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "black"
+version = "23.12.1"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4,!=3.9.0)", "aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
 [[package]]
 name = "blis"
-version = "0.7.9"
+version = "0.7.11"
 description = "The Blis BLAS-like linear algebra library, as a self-contained C-extension."
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-numpy = ">=1.15.0"
+numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "cachetools"
-version = "5.2.0"
+version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
 category = "main"
 optional = false
-python-versions = "~=3.7"
+python-versions = ">=3.7"
 
 [[package]]
 name = "catalogue"
-version = "2.0.8"
+version = "2.0.10"
 description = "Super lightweight function registries for your library"
 category = "main"
 optional = false
@@ -27,7 +58,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "certifi"
-version = "2022.9.24"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
@@ -35,18 +66,15 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "charset-normalizer"
-version = "2.1.1"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 category = "main"
 optional = false
-python-versions = ">=3.6.0"
-
-[package.extras]
-unicode_backport = ["unicodedata2"]
+python-versions = ">=3.7.0"
 
 [[package]]
 name = "click"
-version = "8.1.3"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "main"
 optional = false
@@ -55,55 +83,87 @@ python-versions = ">=3.7"
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "cloudpathlib"
+version = "0.16.0"
+description = "pathlib-style classes for cloud storage services."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+typing_extensions = {version = ">4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+all = ["cloudpathlib", "cloudpathlib", "cloudpathlib"]
+azure = ["azure-storage-blob (>=12)"]
+gs = ["google-cloud-storage"]
+s3 = ["boto3"]
+
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 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.*,!=3.5.*,!=3.6.*,>=2.7"
+
+[[package]]
+name = "commonmark"
+version = "0.9.1"
+description = "Python parser for the CommonMark Markdown spec"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "confection"
-version = "0.0.3"
+version = "0.1.4"
 description = "The sweetest config system for Python"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 srsly = ">=2.4.0,<3.0.0"
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.2.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 
 [package.dependencies]
-numpy = ">=1.16"
+numpy = ">=1.20,<2.0"
 
 [package.extras]
+docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
-test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
-test-minimal = ["pytest"]
-test-no-codebase = ["Pillow", "matplotlib", "pytest"]
+mypy = ["contourpy", "docutils-stubs", "mypy (==1.6.1)", "types-pillow"]
+test = ["contourpy", "matplotlib", "pillow"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "cycler"
-version = "0.11.0"
+version = "0.12.1"
 description = "Composable style cycles"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
+
+[package.extras]
+docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
+tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "cymem"
-version = "2.0.7"
+version = "2.0.8"
 description = "Manage calls to calloc/free through Cython"
 category = "main"
 optional = false
@@ -129,20 +189,33 @@ python-versions = "*"
 future = "*"
 
 [package.extras]
-dev = ["Sphinx (==2.1.0)", "future (==0.17.1)", "numpy (==1.16.4)", "pytest (==4.6.1)", "pytest-mock (==1.10.4)", "tox (==3.12.1)"]
+dev = ["future (==0.17.1)", "numpy (==1.16.4)", "pytest-mock (==1.10.4)", "pytest (==4.6.1)", "Sphinx (==2.1.0)", "tox (==3.12.1)"]
+
+[[package]]
+name = "filelock"
+version = "3.13.1"
+description = "A platform independent file lock."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "sphinx-autodoc-typehints (>=1.24)", "sphinx (>=7.2.6)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "pytest (>=7.4.3)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "fonttools"
-version = "4.37.4"
+version = "4.47.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
+all = ["fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "zopfli (>=0.1.4)", "lz4 (>=1.7.4.2)", "pycairo", "matplotlib", "sympy", "skia-pathops (>=0.5.0)", "uharfbuzz (>=0.23.0)", "brotlicffi (>=0.8.0)", "scipy", "brotli (>=1.0.1)", "munkres", "unicodedata2 (>=15.1.0)", "xattr"]
 graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "scipy"]
+interpolatable = ["pycairo", "scipy", "munkres"]
 lxml = ["lxml (>=4.0,<5)"]
 pathops = ["skia-pathops (>=0.5.0)"]
 plot = ["matplotlib"]
@@ -150,12 +223,44 @@ repacker = ["uharfbuzz (>=0.23.0)"]
 symfont = ["sympy"]
 type1 = ["xattr"]
 ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
+unicode = ["unicodedata2 (>=15.1.0)"]
+woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
+
+[[package]]
+name = "fsspec"
+version = "2023.12.2"
+description = "File-system specification"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
+dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["requests", "aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
 
 [[package]]
 name = "future"
-version = "0.18.2"
+version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
 category = "main"
 optional = false
@@ -163,48 +268,48 @@ python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "google-api-core"
-version = "2.10.2"
+version = "2.15.0"
 description = "Google API client core library"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-google-auth = ">=1.25.0,<3.0dev"
-googleapis-common-protos = ">=1.56.2,<2.0dev"
+google-auth = ">=2.14.1,<3.0.dev0"
+googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}
-grpcio-status = {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
-requests = ">=2.18.0,<3.0.0dev"
+grpcio-status = {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""}
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio-status (>=1.33.2,<2.0dev)"]
-grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
-grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0dev)"]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
+grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
+grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.13.0"
+version = "2.25.2"
 description = "Google Authentication Library"
 category = "main"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+python-versions = ">=3.7"
 
 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
-rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
-six = ">=1.9.0"
+rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
 enterprise_cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
-pyopenssl = ["pyopenssl (>=20.0.0)"]
+pyopenssl = ["pyopenssl (>=20.0.0)", "cryptography (>=38.0.3)"]
 reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.3.2"
+version = "2.4.1"
 description = "Google Cloud API client core library"
 category = "main"
 optional = false
@@ -215,7 +320,7 @@ google-api-core = ">=1.31.6,<2.0.0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
-grpc = ["grpcio (>=1.38.0,<2.0dev)"]
+grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-translate"
@@ -232,31 +337,28 @@ protobuf = "<4.0.0dev"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.56.4"
+version = "1.62.0"
 description = "Common protobufs used in Google APIs"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.dependencies]
-protobuf = ">=3.15.0,<5.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
 
 [package.extras]
-grpc = ["grpcio (>=1.0.0,<2.0.0dev)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.49.1"
+version = "1.60.0"
 description = "HTTP/2-based RPC framework"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
-[package.dependencies]
-six = ">=1.5.2"
-
 [package.extras]
-protobuf = ["grpcio-tools (>=1.49.1)"]
+protobuf = ["grpcio-tools (>=1.60.0)"]
 
 [[package]]
 name = "grpcio-status"
@@ -271,9 +373,38 @@ googleapis-common-protos = ">=1.5.5"
 grpcio = ">=1.48.2"
 protobuf = ">=3.12.0"
 
+[[package]]
+name = "huggingface-hub"
+version = "0.20.1"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+category = "main"
+optional = false
+python-versions = ">=3.8.0"
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "aiohttp", "jedi", "jinja2", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "pytest-vcr", "pytest-asyncio", "pytest-rerunfailures", "urllib3 (<2.0)", "soundfile", "pillow", "gradio", "numpy", "ruff (>=0.1.3)", "mypy (==1.5.1)", "typing-extensions (>=4.8.0)", "types-pyyaml", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "aiohttp", "jedi", "jinja2", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "pytest-vcr", "pytest-asyncio", "pytest-rerunfailures", "urllib3 (<2.0)", "soundfile", "pillow", "gradio", "numpy", "ruff (>=0.1.3)", "mypy (==1.5.1)", "typing-extensions (>=4.8.0)", "types-pyyaml", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
+fastai = ["toml", "fastai (>=2.4)", "fastcore (>=1.3.27)"]
+inference = ["aiohttp", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
+quality = ["ruff (>=0.1.3)", "mypy (==1.5.1)"]
+tensorflow = ["tensorflow", "pydot", "graphviz"]
+testing = ["InquirerPy (==0.3.4)", "aiohttp", "jedi", "jinja2", "pytest", "pytest-cov", "pytest-env", "pytest-xdist", "pytest-vcr", "pytest-asyncio", "pytest-rerunfailures", "urllib3 (<2.0)", "soundfile", "pillow", "gradio", "numpy", "pydantic (>1.1,<2.0)", "pydantic (>1.1,<3.0)"]
+torch = ["torch"]
+typing = ["typing-extensions (>=4.8.0)", "types-pyyaml", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
+
 [[package]]
 name = "idna"
-version = "3.4"
+version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
 category = "main"
 optional = false
@@ -281,43 +412,43 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "imageio"
-version = "2.22.2"
+version = "2.33.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
-all-plugins = ["astropy", "av", "imageio-ffmpeg", "opencv-python", "psutil", "tifffile"]
-all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
 build = ["wheel"]
-dev = ["black", "flake8", "fsspec[github]", "invoke", "pytest", "pytest-cov"]
-docs = ["numpydoc", "pydata-sphinx-theme", "sphinx"]
+dev = ["pytest", "pytest-cov", "fsspec", "black", "flake8"]
+docs = ["sphinx (<6)", "numpydoc", "pydata-sphinx-theme"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
-full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "invoke", "itk", "numpydoc", "opencv-python", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx", "tifffile", "wheel"]
+full = ["astropy", "av", "black", "flake8", "fsspec", "gdal", "imageio-ffmpeg", "itk", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx (<6)", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
-opencv = ["opencv-python"]
+pillow-heif = ["pillow-heif"]
 pyav = ["av"]
-test = ["fsspec[github]", "invoke", "pytest", "pytest-cov"]
+test = ["pytest", "pytest-cov", "fsspec"]
 tifffile = ["tifffile"]
 
 [[package]]
 name = "imageio-ffmpeg"
-version = "0.4.7"
+version = "0.4.9"
 description = "FFMPEG wrapper for Python"
 category = "main"
 optional = false
 python-versions = ">=3.5"
 
 [[package]]
-name = "Jinja2"
+name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
 category = "main"
@@ -332,7 +463,7 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "joblib"
-version = "1.2.0"
+version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
 category = "main"
 optional = false
@@ -340,7 +471,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.4"
+version = "1.4.5"
 description = "A fast implementation of the Cassowary constraint solver"
 category = "main"
 optional = false
@@ -358,8 +489,8 @@ python-versions = ">=3.6"
 data = ["language-data (>=1.1,<2.0)"]
 
 [[package]]
-name = "MarkupSafe"
-version = "2.1.1"
+name = "markupsafe"
+version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "main"
 optional = false
@@ -367,23 +498,33 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.6.1"
+version = "3.8.2"
 description = "Python plotting package"
 category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 
 [package.dependencies]
 contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
-kiwisolver = ">=1.0.1"
-numpy = ">=1.19"
+kiwisolver = ">=1.3.1"
+numpy = ">=1.21,<2"
 packaging = ">=20.0"
-pillow = ">=6.2.0"
-pyparsing = ">=2.2.1"
+pillow = ">=8"
+pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=7"
+
+[[package]]
+name = "morfessor"
+version = "2.0.6"
+description = "Morfessor"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+docs = ["sphinx", "sphinxcontrib-napoleon"]
 
 [[package]]
 name = "moviepy"
@@ -406,21 +547,29 @@ requests = ">=2.8.1,<3.0"
 tqdm = ">=4.11.2,<5.0"
 
 [package.extras]
-doc = ["Sphinx (>=1.5.2,<2.0)", "numpydoc (>=0.6.0,<1.0)", "pygame (>=1.9.3,<2.0)", "sphinx_rtd_theme (>=0.1.10b0,<1.0)"]
-optional = ["matplotlib (>=2.0.0,<3.0)", "opencv-python (>=3.0,<4.0)", "scikit-image (>=0.13.0,<1.0)", "scikit-learn", "scipy (>=0.19.0,<1.5)", "youtube_dl"]
-test = ["coverage (<5.0)", "coveralls (>=1.1,<2.0)", "pytest (>=3.0.0,<4.0)", "pytest-cov (>=2.5.1,<3.0)", "requests (>=2.8.1,<3.0)"]
+doc = ["numpydoc (>=0.6.0,<1.0)", "sphinx_rtd_theme (>=0.1.10b0,<1.0)", "Sphinx (>=1.5.2,<2.0)", "pygame (>=1.9.3,<2.0)"]
+optional = ["youtube-dl", "opencv-python (>=3.0,<4.0)", "scipy (>=0.19.0,<1.5)", "scikit-image (>=0.13.0,<1.0)", "scikit-learn", "matplotlib (>=2.0.0,<3.0)"]
+test = ["coverage (<5.0)", "coveralls (>=1.1,<2.0)", "pytest-cov (>=2.5.1,<3.0)", "pytest (>=3.0.0,<4.0)", "requests (>=2.8.1,<3.0)"]
 
 [[package]]
 name = "murmurhash"
-version = "1.0.9"
+version = "1.0.10"
 description = "Cython bindings for MurmurHash"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "mypy-extensions"
+version = "1.0.0"
+description = "Type system extensions for programs checked with the mypy type checker."
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "nltk"
-version = "3.7"
+version = "3.8.1"
 description = "Natural Language Toolkit"
 category = "main"
 optional = false
@@ -433,7 +582,7 @@ regex = ">=2021.8.3"
 tqdm = "*"
 
 [package.extras]
-all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+all = ["scikit-learn", "python-crfsuite", "requests", "numpy", "pyparsing", "twython", "scipy", "matplotlib"]
 corenlp = ["requests"]
 machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
 plot = ["matplotlib"]
@@ -442,15 +591,47 @@ twitter = ["twython"]
 
 [[package]]
 name = "numpy"
-version = "1.23.4"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.26.2"
+description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
+
+[[package]]
+name = "nvidia-cublas-cu11"
+version = "11.10.3.66"
+description = "CUBLAS native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cuda-nvrtc-cu11"
+version = "11.7.99"
+description = "NVRTC native runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cuda-runtime-cu11"
+version = "11.7.99"
+description = "CUDA Runtime native Libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
+
+[[package]]
+name = "nvidia-cudnn-cu11"
+version = "8.5.0.96"
+description = "cuDNN runtime libraries"
+category = "main"
+optional = false
+python-versions = ">=3"
 
 [[package]]
 name = "opencv-python"
-version = "4.6.0.66"
+version = "4.8.1.78"
 description = "Wrapper package for OpenCV python bindings."
 category = "main"
 optional = false
@@ -458,57 +639,65 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.21.2", markers = "python_version >= \"3.10\" or python_version >= \"3.6\" and platform_system == \"Darwin\" and platform_machine == \"arm64\""},
+    {version = ">=1.21.2", markers = "python_version >= \"3.10\""},
+    {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\""},
     {version = ">=1.19.3", markers = "python_version >= \"3.6\" and platform_system == \"Linux\" and platform_machine == \"aarch64\" or python_version >= \"3.9\""},
-    {version = ">=1.14.5", markers = "python_version >= \"3.7\""},
+    {version = ">=1.17.0", markers = "python_version >= \"3.7\""},
     {version = ">=1.17.3", markers = "python_version >= \"3.8\""},
 ]
 
 [[package]]
 name = "packaging"
-version = "21.3"
+version = "23.2"
 description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+python-versions = ">=3.7"
 
 [[package]]
-name = "pathy"
-version = "0.6.2"
-description = "pathlib.Path subclasses for local and cloud bucket storage"
-category = "main"
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
-python-versions = ">= 3.6"
-
-[package.dependencies]
-smart-open = ">=5.2.1,<6.0.0"
-typer = ">=0.3.0,<1.0.0"
-
-[package.extras]
-all = ["boto3", "google-cloud-storage (>=1.26.0,<2.0.0)", "mock", "pytest", "pytest-coverage", "typer-cli"]
-gcs = ["google-cloud-storage (>=1.26.0,<2.0.0)"]
-s3 = ["boto3"]
-test = ["mock", "pytest", "pytest-coverage", "typer-cli"]
+python-versions = ">=3.8"
 
 [[package]]
-name = "Pillow"
-version = "9.2.0"
+name = "pillow"
+version = "9.5.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "platformdirs"
+version = "4.1.0"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx-autodoc-typehints (>=1.24)", "sphinx (>=7.1.1)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest (>=7.4)"]
+
+[[package]]
+name = "polyglot"
+version = "16.7.4"
+description = "Polyglot is a natural language pipeline that supports massive multilingual applications."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "praw"
-version = "7.6.0"
-description = "PRAW, an acronym for `Python Reddit API Wrapper`, is a python package that allows for simple access to  Reddit's API."
+version = "7.7.1"
+description = "PRAW, an acronym for \"Python Reddit API Wrapper\", is a Python package that allows for simple access to  Reddit's API."
 category = "main"
 optional = false
 python-versions = "~=3.7"
@@ -520,31 +709,31 @@ websocket-client = ">=0.54.0"
 
 [package.extras]
 ci = ["coveralls"]
-dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "packaging", "pre-commit", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "sphinx", "sphinx-rtd-theme"]
-lint = ["pre-commit", "sphinx", "sphinx-rtd-theme"]
-readthedocs = ["sphinx", "sphinx-rtd-theme"]
-test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)"]
+dev = ["packaging", "pre-commit", "furo", "sphinx", "betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "urllib3 (>=1.26.0,<1.27.0)"]
+lint = ["pre-commit", "furo", "sphinx"]
+readthedocs = ["furo", "sphinx"]
+test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "urllib3 (>=1.26.0,<1.27.0)"]
 
 [[package]]
 name = "prawcore"
-version = "2.3.0"
-description = "Low-level communication layer for PRAW 4+."
+version = "2.4.0"
+description = "\"Low-level communication layer for PRAW 4+."
 category = "main"
 optional = false
-python-versions = "~=3.6"
+python-versions = "~=3.8"
 
 [package.dependencies]
 requests = ">=2.6.0,<3.0"
 
 [package.extras]
 ci = ["coveralls"]
-dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "black", "flake8", "flynt", "mock (>=0.8)", "pre-commit", "pydocstyle", "pytest", "testfixtures (>4.13.2,<7)"]
-lint = ["black", "flake8", "flynt", "pre-commit", "pydocstyle"]
-test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-serializers (>=0.2.0,<0.3)", "mock (>=0.8)", "pytest", "testfixtures (>4.13.2,<7)"]
+dev = ["packaging", "prawcore", "prawcore"]
+lint = ["pre-commit", "ruff (>=0.0.291)"]
+test = ["betamax (>=0.8,<0.9)", "pytest (>=2.7.3)", "urllib3 (>=1.26.0,<1.27.0)"]
 
 [[package]]
 name = "preshed"
-version = "3.0.8"
+version = "3.0.9"
 description = "Cython hash table that trusts the keys are pre-hashed"
 category = "main"
 optional = false
@@ -575,37 +764,57 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pyasn1"
-version = "0.4.8"
-description = "ASN.1 types and codecs"
+version = "0.5.1"
+description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 
 [[package]]
 name = "pyasn1-modules"
-version = "0.2.8"
-description = "A collection of ASN.1-based protocols modules."
+version = "0.3.0"
+description = "A collection of ASN.1-based protocols modules"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 
 [package.dependencies]
-pyasn1 = ">=0.4.6,<0.5.0"
+pyasn1 = ">=0.4.6,<0.6.0"
+
+[[package]]
+name = "pycld2"
+version = "0.41"
+description = "Python bindings around Google Chromium's embedded compact language detection library (CLD2)"
+category = "main"
+optional = false
+python-versions = "*"
 
 [[package]]
 name = "pydantic"
-version = "1.9.2"
-description = "Data validation and settings management using python type hints"
+version = "2.5.3"
+description = "Data validation using Python type hints"
 category = "main"
 optional = false
-python-versions = ">=3.6.1"
+python-versions = ">=3.7"
 
 [package.dependencies]
-typing-extensions = ">=3.7.4.3"
+annotated-types = ">=0.4.0"
+pydantic-core = "2.14.6"
+typing-extensions = ">=4.6.1"
 
 [package.extras]
-dotenv = ["python-dotenv (>=0.10.4)"]
-email = ["email-validator (>=1.0.3)"]
+email = ["email-validator (>=2.0.0)"]
+
+[[package]]
+name = "pydantic-core"
+version = "2.14.6"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydub"
@@ -615,16 +824,36 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "pygments"
+version = "2.17.2"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pyicu"
+version = "2.12"
+description = "Python extension wrapping the ICU C++ API"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "pyparsing"
-version = "3.0.9"
+version = "3.1.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 category = "main"
 optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "python-dateutil"
@@ -637,32 +866,55 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "regex"
-version = "2022.9.13"
+version = "2023.12.25"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "requests"
-version = "2.28.1"
+version = "2.31.0"
 description = "Python HTTP for Humans."
 category = "main"
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.7"
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<3"
+charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "rich"
+version = "12.6.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
+optional = false
+python-versions = ">=3.6.3,<4.0.0"
+
+[package.dependencies]
+commonmark = ">=0.9.0,<0.10.0"
+pygments = ">=2.6.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
+
 [[package]]
 name = "rsa"
 version = "4.9"
@@ -675,35 +927,32 @@ python-versions = ">=3.6,<4"
 pyasn1 = ">=0.1.3"
 
 [[package]]
-name = "setuptools"
-version = "65.5.0"
-description = "Easily download, build, install, upgrade, and uninstall Python packages"
+name = "safetensors"
+version = "0.4.1"
+description = ""
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
-testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+numpy = ["numpy (>=1.21.6)"]
+torch = ["safetensors", "torch (>=1.10)"]
+tensorflow = ["safetensors", "tensorflow (>=2.11.0)"]
+pinned-tf = ["safetensors", "tensorflow (==2.11.0)"]
+jax = ["safetensors", "flax (>=0.6.3)", "jax (>=0.3.25)", "jaxlib (>=0.3.25)"]
+paddlepaddle = ["safetensors", "paddlepaddle (>=2.4.1)"]
+quality = ["black (==22.3)", "click (==8.0.4)", "isort (>=5.5.4)", "flake8 (>=3.8.3)"]
+testing = ["safetensors", "h5py (>=3.7.0)", "huggingface_hub (>=0.12.1)", "setuptools_rust (>=1.5.2)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "hypothesis (>=6.70.2)"]
+all = ["safetensors", "safetensors", "safetensors", "safetensors", "safetensors", "safetensors", "safetensors"]
+dev = ["safetensors"]
 
 [[package]]
-name = "setuptools-scm"
-version = "7.0.5"
-description = "the blessed package to manage your versions by scm tags"
+name = "sentencepiece"
+version = "0.1.99"
+description = "SentencePiece python wrapper"
 category = "main"
 optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-packaging = ">=20.0"
-setuptools = "*"
-tomli = ">=1.0.0"
-typing-extensions = "*"
-
-[package.extras]
-test = ["pytest (>=6.2)", "virtualenv (>20)"]
-toml = ["setuptools (>=42)"]
+python-versions = "*"
 
 [[package]]
 name = "six"
@@ -715,28 +964,29 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "smart-open"
-version = "5.2.1"
+version = "6.4.0"
 description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...)"
 category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 
 [package.extras]
-all = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage", "requests"]
-azure = ["azure-common", "azure-core", "azure-storage-blob"]
-gcs = ["google-cloud-storage"]
+all = ["boto3", "google-cloud-storage (>=2.6.0)", "azure-storage-blob", "azure-common", "azure-core", "requests", "paramiko"]
+azure = ["azure-storage-blob", "azure-common", "azure-core"]
+gcs = ["google-cloud-storage (>=2.6.0)"]
 http = ["requests"]
 s3 = ["boto3"]
-test = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage", "moto[server] (==1.3.14)", "parameterizedtestcase", "paramiko", "pathlib2", "pytest", "pytest-rerunfailures", "requests", "responses"]
+ssh = ["paramiko"]
+test = ["boto3", "google-cloud-storage (>=2.6.0)", "azure-storage-blob", "azure-common", "azure-core", "requests", "paramiko", "moto", "responses", "pytest", "pytest-rerunfailures"]
 webhdfs = ["requests"]
 
 [[package]]
 name = "spacy"
-version = "3.4.1"
+version = "3.7.2"
 description = "Industrial-strength Natural Language Processing (NLP) in Python"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 catalogue = ">=2.0.6,<2.1.0"
@@ -744,49 +994,51 @@ cymem = ">=2.0.2,<2.1.0"
 jinja2 = "*"
 langcodes = ">=3.2.0,<4.0.0"
 murmurhash = ">=0.28.0,<1.1.0"
-numpy = ">=1.15.0"
+numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 packaging = ">=20.0"
-pathy = ">=0.3.5"
 preshed = ">=3.0.2,<3.1.0"
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.10.0"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 requests = ">=2.13.0,<3.0.0"
-setuptools = "*"
-spacy-legacy = ">=3.0.9,<3.1.0"
+smart-open = ">=5.2.1,<7.0.0"
+spacy-legacy = ">=3.0.11,<3.1.0"
 spacy-loggers = ">=1.0.0,<2.0.0"
 srsly = ">=2.4.3,<3.0.0"
-thinc = ">=8.1.0,<8.2.0"
+thinc = ">=8.1.8,<8.3.0"
 tqdm = ">=4.38.0,<5.0.0"
-typer = ">=0.3.0,<0.5.0"
-wasabi = ">=0.9.1,<1.1.0"
+typer = ">=0.3.0,<0.10.0"
+wasabi = ">=0.9.1,<1.2.0"
+weasel = ">=0.1.0,<0.4.0"
 
 [package.extras]
 apple = ["thinc-apple-ops (>=0.1.0.dev0,<1.0.0)"]
-cuda = ["cupy (>=5.0.0b4,<11.0.0)"]
-cuda100 = ["cupy-cuda100 (>=5.0.0b4,<11.0.0)"]
-cuda101 = ["cupy-cuda101 (>=5.0.0b4,<11.0.0)"]
-cuda102 = ["cupy-cuda102 (>=5.0.0b4,<11.0.0)"]
-cuda110 = ["cupy-cuda110 (>=5.0.0b4,<11.0.0)"]
-cuda111 = ["cupy-cuda111 (>=5.0.0b4,<11.0.0)"]
-cuda112 = ["cupy-cuda112 (>=5.0.0b4,<11.0.0)"]
-cuda113 = ["cupy-cuda113 (>=5.0.0b4,<11.0.0)"]
-cuda114 = ["cupy-cuda114 (>=5.0.0b4,<11.0.0)"]
-cuda115 = ["cupy-cuda115 (>=5.0.0b4,<11.0.0)"]
-cuda116 = ["cupy-cuda116 (>=5.0.0b4,<11.0.0)"]
-cuda117 = ["cupy-cuda117 (>=5.0.0b4,<11.0.0)"]
-cuda80 = ["cupy-cuda80 (>=5.0.0b4,<11.0.0)"]
-cuda90 = ["cupy-cuda90 (>=5.0.0b4,<11.0.0)"]
-cuda91 = ["cupy-cuda91 (>=5.0.0b4,<11.0.0)"]
-cuda92 = ["cupy-cuda92 (>=5.0.0b4,<11.0.0)"]
-ja = ["sudachidict-core (>=20211220)", "sudachipy (>=0.5.2,!=0.6.1)"]
-ko = ["natto-py (==0.9.0)"]
+cuda = ["cupy (>=5.0.0b4,<13.0.0)"]
+cuda-autodetect = ["cupy-wheel (>=11.0.0,<13.0.0)"]
+cuda100 = ["cupy-cuda100 (>=5.0.0b4,<13.0.0)"]
+cuda101 = ["cupy-cuda101 (>=5.0.0b4,<13.0.0)"]
+cuda102 = ["cupy-cuda102 (>=5.0.0b4,<13.0.0)"]
+cuda110 = ["cupy-cuda110 (>=5.0.0b4,<13.0.0)"]
+cuda111 = ["cupy-cuda111 (>=5.0.0b4,<13.0.0)"]
+cuda112 = ["cupy-cuda112 (>=5.0.0b4,<13.0.0)"]
+cuda113 = ["cupy-cuda113 (>=5.0.0b4,<13.0.0)"]
+cuda114 = ["cupy-cuda114 (>=5.0.0b4,<13.0.0)"]
+cuda115 = ["cupy-cuda115 (>=5.0.0b4,<13.0.0)"]
+cuda116 = ["cupy-cuda116 (>=5.0.0b4,<13.0.0)"]
+cuda117 = ["cupy-cuda117 (>=5.0.0b4,<13.0.0)"]
+cuda11x = ["cupy-cuda11x (>=11.0.0,<13.0.0)"]
+cuda12x = ["cupy-cuda12x (>=11.5.0,<13.0.0)"]
+cuda80 = ["cupy-cuda80 (>=5.0.0b4,<13.0.0)"]
+cuda90 = ["cupy-cuda90 (>=5.0.0b4,<13.0.0)"]
+cuda91 = ["cupy-cuda91 (>=5.0.0b4,<13.0.0)"]
+cuda92 = ["cupy-cuda92 (>=5.0.0b4,<13.0.0)"]
+ja = ["sudachipy (>=0.5.2,!=0.6.1)", "sudachidict-core (>=20211220)"]
+ko = ["natto-py (>=0.9.0)"]
 lookups = ["spacy-lookups-data (>=1.0.3,<1.1.0)"]
-ray = ["spacy-ray (>=0.1.0,<1.0.0)"]
 th = ["pythainlp (>=2.0)"]
-transformers = ["spacy-transformers (>=1.1.2,<1.2.0)"]
+transformers = ["spacy-transformers (>=1.1.2,<1.4.0)"]
 
 [[package]]
 name = "spacy-legacy"
-version = "3.0.10"
+version = "3.0.12"
 description = "Legacy registered functions for spaCy backwards compatibility"
 category = "main"
 optional = false
@@ -794,15 +1046,12 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "spacy-loggers"
-version = "1.0.3"
+version = "1.0.5"
 description = "Logging utilities for SpaCy"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
-[package.dependencies]
-wasabi = ">=0.8.1,<1.1.0"
-
 [[package]]
 name = "spaw"
 version = "0.2"
@@ -813,7 +1062,7 @@ python-versions = "*"
 
 [[package]]
 name = "srsly"
-version = "2.4.4"
+version = "2.4.8"
 description = "Modern high-performance serialization utilities for Python"
 category = "main"
 optional = false
@@ -835,7 +1084,7 @@ nltk = {version = ">=3.1", markers = "python_version >= \"3\""}
 
 [[package]]
 name = "thinc"
-version = "8.1.4"
+version = "8.2.2"
 description = "A refreshing functional take on deep learning, compatible with your favorite libraries"
 category = "main"
 optional = false
@@ -847,12 +1096,12 @@ catalogue = ">=2.0.4,<2.1.0"
 confection = ">=0.0.1,<1.0.0"
 cymem = ">=2.0.2,<2.1.0"
 murmurhash = ">=1.0.2,<1.1.0"
-numpy = ">=1.15.0"
+numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
+packaging = ">=20.0"
 preshed = ">=3.0.2,<3.1.0"
-pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<1.11.0"
-setuptools = "*"
+pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<3.0.0"
 srsly = ">=2.4.0,<3.0.0"
-wasabi = ">=0.8.1,<1.1.0"
+wasabi = ">=0.8.1,<1.2.0"
 
 [package.extras]
 cuda = ["cupy (>=5.0.0b4)"]
@@ -869,6 +1118,7 @@ cuda115 = ["cupy-cuda115 (>=5.0.0b4)"]
 cuda116 = ["cupy-cuda116 (>=5.0.0b4)"]
 cuda117 = ["cupy-cuda117 (>=5.0.0b4)"]
 cuda11x = ["cupy-cuda11x (>=11.0.0)"]
+cuda12x = ["cupy-cuda12x (>=11.5.0)"]
 cuda80 = ["cupy-cuda80 (>=5.0.0b4)"]
 cuda90 = ["cupy-cuda90 (>=5.0.0b4)"]
 cuda91 = ["cupy-cuda91 (>=5.0.0b4)"]
@@ -880,40 +1130,147 @@ torch = ["torch (>=1.6.0)"]
 
 [[package]]
 name = "tinydb"
-version = "4.7.0"
+version = "4.8.0"
 description = "TinyDB is a tiny, document oriented database optimized for your happiness :)"
 category = "main"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.7,<4.0"
+
+[[package]]
+name = "tokenizers"
+version = "0.15.0"
+description = ""
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+huggingface_hub = ">=0.16.4,<1.0"
+
+[package.extras]
+testing = ["pytest", "requests", "numpy", "datasets", "black (==22.3)"]
+docs = ["sphinx", "sphinx-rtd-theme", "setuptools-rust"]
+dev = ["tokenizers"]
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
 [[package]]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "torch"
+version = "1.13.1"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+category = "main"
+optional = false
+python-versions = ">=3.7.0"
+
+[package.dependencies]
+nvidia-cublas-cu11 = {version = "11.10.3.66", markers = "platform_system == \"Linux\""}
+nvidia-cuda-nvrtc-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cuda-runtime-cu11 = {version = "11.7.99", markers = "platform_system == \"Linux\""}
+nvidia-cudnn-cu11 = {version = "8.5.0.96", markers = "platform_system == \"Linux\""}
+typing-extensions = "*"
+
+[package.extras]
+opt-einsum = ["opt-einsum (>=3.3)"]
+
 [[package]]
 name = "tqdm"
-version = "4.64.1"
+version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
 category = "main"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+python-versions = ">=3.7"
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
+[[package]]
+name = "transformers"
+version = "4.36.2"
+description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
+category = "main"
+optional = false
+python-versions = ">=3.8.0"
+
+[package.dependencies]
+filelock = "*"
+huggingface-hub = ">=0.19.3,<1.0"
+numpy = ">=1.17"
+packaging = ">=20.0"
+pyyaml = ">=5.1"
+regex = "!=2019.12.17"
+requests = "*"
+safetensors = ">=0.3.1"
+tokenizers = ">=0.14,<0.19"
+tqdm = ">=4.27"
+
+[package.extras]
+accelerate = ["accelerate (>=0.21.0)"]
+agents = ["diffusers", "accelerate (>=0.21.0)", "datasets (!=2.5.0)", "torch (>=1.10,!=1.12.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "opencv-python", "Pillow (>=10.0.1,<=15.0)"]
+all = ["tensorflow (>=2.6,<2.16)", "onnxconverter-common", "tf2onnx", "tensorflow-text (<2.16)", "keras-nlp (>=0.3.1)", "torch (>=1.10,!=1.12.0)", "accelerate (>=0.21.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "flax (>=0.4.1,<=0.7.0)", "optax (>=0.0.8,<=0.1.4)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.14,<0.19)", "torchaudio", "librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm", "Pillow (>=10.0.1,<=15.0)", "optuna", "ray[tune] (>=2.7.0)", "sigopt", "timm", "torchvision", "codecarbon (==1.2.0)", "decord (==0.6.0)", "av (==9.2.0)"]
+audio = ["librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm"]
+codecarbon = ["codecarbon (==1.2.0)"]
+deepspeed = ["deepspeed (>=0.9.3)", "accelerate (>=0.21.0)"]
+deepspeed-testing = ["deepspeed (>=0.9.3)", "accelerate (>=0.21.0)", "pytest (>=7.2.0)", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "pytest-timeout", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "protobuf", "sacremoses", "rjieba", "beautifulsoup4", "tensorboard", "pydantic (<2)", "faiss-cpu", "cookiecutter (==1.7.3)", "optuna", "sentencepiece (>=0.1.91,!=0.1.92)"]
+dev = ["tensorflow (>=2.6,<2.16)", "onnxconverter-common", "tf2onnx", "tensorflow-text (<2.16)", "keras-nlp (>=0.3.1)", "torch (>=1.10,!=1.12.0)", "accelerate (>=0.21.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "flax (>=0.4.1,<=0.7.0)", "optax (>=0.0.8,<=0.1.4)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.14,<0.19)", "torchaudio", "librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm", "Pillow (>=10.0.1,<=15.0)", "optuna", "ray[tune] (>=2.7.0)", "sigopt", "timm", "torchvision", "codecarbon (==1.2.0)", "decord (==0.6.0)", "av (==9.2.0)", "pytest (>=7.2.0)", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "pytest-timeout", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "sacremoses", "rjieba", "beautifulsoup4", "tensorboard", "pydantic (<2)", "faiss-cpu", "cookiecutter (==1.7.3)", "isort (>=5.5.4)", "urllib3 (<2.0.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "sudachipy (>=0.6.6)", "sudachidict-core (>=20220729)", "rhoknp (>=1.1.0,<1.3.1)", "hf-doc-builder", "scikit-learn"]
+dev-tensorflow = ["pytest (>=7.2.0)", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "pytest-timeout", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "protobuf", "sacremoses", "rjieba", "beautifulsoup4", "tensorboard", "pydantic (<2)", "faiss-cpu", "cookiecutter (==1.7.3)", "tensorflow (>=2.6,<2.16)", "onnxconverter-common", "tf2onnx", "tensorflow-text (<2.16)", "keras-nlp (>=0.3.1)", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "Pillow (>=10.0.1,<=15.0)", "isort (>=5.5.4)", "urllib3 (<2.0.0)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm"]
+dev-torch = ["pytest (>=7.2.0)", "pytest-xdist", "timeout-decorator", "parameterized", "psutil", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "pytest-timeout", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "nltk", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "protobuf", "sacremoses", "rjieba", "beautifulsoup4", "tensorboard", "pydantic (<2)", "faiss-cpu", "cookiecutter (==1.7.3)", "torch (>=1.10,!=1.12.0)", "accelerate (>=0.21.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torchaudio", "librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm", "Pillow (>=10.0.1,<=15.0)", "optuna", "ray[tune] (>=2.7.0)", "sigopt", "timm", "torchvision", "codecarbon (==1.2.0)", "isort (>=5.5.4)", "urllib3 (<2.0.0)", "fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "sudachipy (>=0.6.6)", "sudachidict-core (>=20220729)", "rhoknp (>=1.1.0,<1.3.1)", "hf-doc-builder", "scikit-learn", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+docs = ["tensorflow (>=2.6,<2.16)", "onnxconverter-common", "tf2onnx", "tensorflow-text (<2.16)", "keras-nlp (>=0.3.1)", "torch (>=1.10,!=1.12.0)", "accelerate (>=0.21.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "flax (>=0.4.1,<=0.7.0)", "optax (>=0.0.8,<=0.1.4)", "sentencepiece (>=0.1.91,!=0.1.92)", "protobuf", "tokenizers (>=0.14,<0.19)", "torchaudio", "librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm", "Pillow (>=10.0.1,<=15.0)", "optuna", "ray[tune] (>=2.7.0)", "sigopt", "timm", "torchvision", "codecarbon (==1.2.0)", "decord (==0.6.0)", "av (==9.2.0)", "hf-doc-builder"]
+docs_specific = ["hf-doc-builder"]
+flax = ["jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "flax (>=0.4.1,<=0.7.0)", "optax (>=0.0.8,<=0.1.4)"]
+flax-speech = ["librosa", "pyctcdecode (>=0.4.0)", "phonemizer", "kenlm"]
+ftfy = ["ftfy"]
+integrations = ["optuna", "ray[tune] (>=2.7.0)", "sigopt"]
+ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "unidic-lite (>=1.0.7)", "unidic (>=1.0.2)", "sudachipy (>=0.6.6)", "sudachidict-core (>=20220729)", "rhoknp (>=1.1.0,<1.3.1)"]
+modelcreation = ["cookiecutter (==1.7.3)"]
+natten = ["natten (>=0.14.6)"]
+onnx = ["onnxconverter-common", "tf2onnx", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+onnxruntime = ["onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)"]
+optuna = ["optuna"]
+quality = ["datasets (!=2.5.0)", "isort (>=5.5.4)", "ruff (==0.1.5)", "GitPython (<3.1.19)", "hf-doc-builder (>=0.3.0)", "urllib3 (<2.0.0)"]
+ray = ["ray[tune] (>=2.7.0)"]
+retrieval = ["faiss-cpu", "datasets (!=2.5.0)"]
+sagemaker = ["sagemaker (>=2.31.0)"]
+sentencepiece = ["sentencepiece (>=0.1.91,!=0.1.92)", "protobuf"]
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@@ -921,20 +1278,21 @@ python-versions = ">=3.6"
 
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+typing-extensions = ">=3.7.4.3"
 
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@@ -954,1005 +1312,162 @@ test = ["pytest (>=2.7.3)"]
 
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