diff --git a/poetry.lock b/poetry.lock
index 78c08a6119..90360a3f8f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -132,20 +132,21 @@ test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock
 
 [[package]]
 name = "asttokens"
-version = "2.4.0"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
-    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
 six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "async-lru"
@@ -181,15 +182,18 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.13.0"
+version = "2.13.1"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
-    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
+[package.dependencies]
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
@@ -213,29 +217,29 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.10.0"
+version = "23.11.0"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "black-23.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5133f5507007ba08d8b7b263c7aa0f931af5ba88a29beacc4b2dc23fcefe9c06"},
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 ]
 
 [package.dependencies]
@@ -273,13 +277,13 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "blinker"
-version = "1.6.3"
+version = "1.7.0"
 description = "Fast, simple object-to-object and broadcast signaling"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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-    {file = "blinker-1.6.3.tar.gz", hash = "sha256:152090d27c1c5c722ee7e48504b02d76502811ce02e1523553b4cf8c8b3d3a8d"},
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+    {file = "blinker-1.7.0.tar.gz", hash = "sha256:e6820ff6fa4e4d1d8e2747c2283749c3f547e4fee112b98555cdcdae32996182"},
 ]
 
 [[package]]
@@ -352,13 +356,13 @@ files = [
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
 [[package]]
@@ -438,101 +442,101 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.1"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
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 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
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 test = ["pytest"]
-typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "confection"
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 [package.dependencies]
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-    {version = ">=1.26.0rc1,<2.0", markers = "python_version >= \"3.12\""},
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 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
 [[package]]
 name = "cycler"
@@ -868,13 +859,13 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.0.0"
+version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = "*"
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 files = [
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 ]
 
 [package.extras]
@@ -882,13 +873,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastjsonschema"
-version = "2.18.1"
+version = "2.19.0"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.extras]
@@ -896,19 +887,19 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.12.4"
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 description = "A platform independent file lock."
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 python-versions = ">=3.8"
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 ]
 
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-typing = ["typing-extensions (>=4.7.1)"]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "flask"
@@ -935,57 +926,57 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "fonttools"
-version = "4.43.1"
+version = "4.44.3"
 description = "Tools to manipulate font files"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1158,13 +1144,13 @@ files = [
 
 [[package]]
 name = "identify"
-version = "2.5.30"
+version = "2.5.32"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.30-py2.py3-none-any.whl", hash = "sha256:afe67f26ae29bab007ec21b03d4114f41316ab9dd15aa8736a167481e108da54"},
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 ]
 
 [package.extras]
@@ -1213,13 +1199,13 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 
 [[package]]
 name = "importlib-resources"
-version = "6.1.0"
+version = "6.1.1"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1431,13 +1417,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.19.1"
+version = "4.20.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.19.1-py3-none-any.whl", hash = "sha256:cd5f1f9ed9444e554b38ba003af06c0a8c2868131e56bfbef0550fb450c0330e"},
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 ]
 
 [package.dependencies]
@@ -1460,17 +1446,17 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.7.1"
+version = "2023.11.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-referencing = ">=0.28.0"
+referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter"
@@ -1494,13 +1480,13 @@ qtconsole = "*"
 
 [[package]]
 name = "jupyter-client"
-version = "8.4.0"
+version = "8.6.0"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1541,13 +1527,13 @@ test = ["flaky", "pexpect", "pytest"]
 
 [[package]]
 name = "jupyter-core"
-version = "5.4.0"
+version = "5.5.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyter_core-5.5.0.tar.gz", hash = "sha256:880b86053bf298a8724994f95e99b99130659022a4f7f45f563084b6223861d3"},
 ]
 
 [package.dependencies]
@@ -1556,7 +1542,7 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -1601,13 +1587,13 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.10.0"
+version = "2.10.1"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyter_server-2.10.1-py3-none-any.whl", hash = "sha256:20519e355d951fc5e1b6ac5952854fe7620d0cfb56588fa4efe362a758977ed3"},
+    {file = "jupyter_server-2.10.1.tar.gz", hash = "sha256:e6da2657a954a7879eed28cc08e0817b01ffd81d7eab8634660397b55f926472"},
 ]
 
 [package.dependencies]
@@ -1616,7 +1602,7 @@ argon2-cffi = "*"
 jinja2 = "*"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
-jupyter-events = ">=0.6.0"
+jupyter-events = ">=0.9.0"
 jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
@@ -1656,13 +1642,13 @@ test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov",
 
 [[package]]
 name = "jupyterlab"
-version = "4.0.8"
+version = "4.0.9"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyterlab-4.0.9.tar.gz", hash = "sha256:9ebada41d52651f623c0c9f069ddb8a21d6848e4c887d8e5ddc0613166ed5c0b"},
 ]
 
 [package.dependencies]
@@ -1681,7 +1667,7 @@ tornado = ">=6.2.0"
 traitlets = "*"
 
 [package.extras]
-dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.0.292)"]
+dev = ["black[jupyter] (==23.10.1)", "build", "bump2version", "coverage", "hatch", "pre-commit", "pytest-cov", "ruff (==0.1.4)"]
 docs = ["jsx-lexer", "myst-parser", "pydata-sphinx-theme (>=0.13.0)", "pytest", "pytest-check-links", "pytest-tornasync", "sphinx (>=1.8,<7.2.0)", "sphinx-copybutton"]
 docs-screenshots = ["altair (==5.0.1)", "ipython (==8.14.0)", "ipywidgets (==8.0.6)", "jupyterlab-geojson (==3.4.0)", "jupyterlab-language-pack-zh-cn (==4.0.post0)", "matplotlib (==3.7.1)", "nbconvert (>=7.0.0)", "pandas (==2.0.2)", "scipy (==1.10.1)", "vega-datasets (==0.9.0)"]
 test = ["coverage", "pytest (>=7.0)", "pytest-check-links (>=0.7)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter (>=0.5.3)", "pytest-timeout", "pytest-tornasync", "requests", "requests-cache", "virtualenv"]
@@ -1699,13 +1685,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.1"
+version = "2.25.2"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyterlab_server-2.25.2-py3-none-any.whl", hash = "sha256:5b1798c9cc6a44f65c757de9f97fc06fc3d42535afbf47d2ace5e964ab447aaf"},
+    {file = "jupyterlab_server-2.25.2.tar.gz", hash = "sha256:bd0ec7a99ebcedc8bcff939ef86e52c378e44c2707e053fcd81d046ce979ee63"},
 ]
 
 [package.dependencies]
@@ -1863,13 +1849,13 @@ data = ["language-data (>=1.1,<2.0)"]
 
 [[package]]
 name = "markdown"
-version = "3.5"
+version = "3.5.1"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1974,39 +1960,39 @@ files = [
 
 [[package]]
 name = "matplotlib"
-version = "3.8.0"
+version = "3.8.2"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.extras]
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 install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
 [[package]]
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 [[package]]
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+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest"]
 webpdf = ["playwright"]
 
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 [[package]]
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 pytz = ">=2020.1"
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 clipboard = ["PyQt5 (>=5.15.6)", "qtpy (>=2.2.0)"]
 compression = ["zstandard (>=0.17.0)"]
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 spss = ["pyreadstat (>=1.1.5)"]
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+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.8.0)"]
 
 [[package]]
@@ -2863,13 +2853,13 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
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+version = "3.0.41"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.7.0"
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 [package.dependencies]
@@ -2941,18 +2931,18 @@ files = [
 
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+version = "2.5.1"
 description = "Data validation using Python type hints"
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 [package.dependencies]
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 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -2960,117 +2950,116 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
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 [package.dependencies]
@@ -3078,27 +3067,28 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.17.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
 plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.3.1"
+version = "10.4"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3124,13 +3114,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "7.4.2"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -3146,13 +3136,13 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 
 [[package]]
 name = "pytest-xdist"
-version = "3.3.1"
+version = "3.4.0"
 description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
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 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3436,13 +3426,13 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 
 [[package]]
 name = "qtconsole"
-version = "5.5.0"
+version = "5.5.1"
 description = "Jupyter Qt console"
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 python-versions = ">= 3.8"
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 ]
 
 [package.dependencies]
@@ -3478,13 +3468,13 @@ test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
 [[package]]
 name = "referencing"
-version = "0.30.2"
+version = "0.31.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -3636,13 +3626,13 @@ files = [
 
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 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
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 python-versions = ">=3.7.0"
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 [package.dependencies]
@@ -3654,136 +3644,136 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
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-version = "0.10.6"
+version = "0.13.0"
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 python-versions = ">=3.8"
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 [[package]]
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 version = "1.16.0"
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 ]
 
 [package.dependencies]
@@ -4307,6 +4275,7 @@ typing-extensions = ">=4.2.0"
 
 [package.extras]
 aiomysql = ["aiomysql (>=0.2.0)", "greenlet (!=0.4.17)"]
+aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing-extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
@@ -4317,7 +4286,7 @@ mssql-pyodbc = ["pyodbc"]
 mypy = ["mypy (>=0.910)"]
 mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)"]
+oracle = ["cx-oracle (>=8)"]
 oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
@@ -4424,13 +4393,13 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "terminado"
-version = "0.17.1"
+version = "0.18.0"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -4441,6 +4410,7 @@ tornado = ">=6.1.0"
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
+typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "text-unidecode"
@@ -4616,18 +4586,18 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.11.2"
+version = "5.13.0"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
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+test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "typer"
@@ -4699,18 +4669,17 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "2.0.7"
+version = "2.1.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.extras]
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 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
@@ -4730,13 +4699,13 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.5"
+version = "20.24.6"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -4865,24 +4834,24 @@ bracex = ">=2.1.1"
 
 [[package]]
 name = "wcwidth"
-version = "0.2.8"
+version = "0.2.10"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "weasel"
-version = "0.3.3"
+version = "0.3.4"
 description = "Weasel: A small and easy workflow system"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
@@ -4981,7 +4950,68 @@ files = [
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+[[package]]
+name = "zstandard"
+version = "0.22.0"
+description = "Zstandard bindings for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "zstandard-0.22.0.tar.gz", hash = "sha256:8226a33c542bcb54cd6bd0a366067b610b41713b64c9abec1bc4533d69f51e70"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
+
+[package.extras]
+cffi = ["cffi (>=1.11)"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<3.13"
-content-hash = "87961d28c7c601a8799ac7c4294ef9d40565d0e954a0a6f2444da971767a4065"
+content-hash = "abe551fb5c67f98fec15710f04c640a7b1c5f5dd79f17ef31c60a2122a75b471"
diff --git a/pyproject.toml b/pyproject.toml
index 41d9b3e64e..8b0090436b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,6 +38,7 @@ ipython = "^8.17.2"
 rich = "^13.6.0"
 jupyter = "^1.0.0"
 mike = "^2.0.0"
+zstandard = "^0.22.0"
 
 [tool.poetry.group.compat]
 optional = true
diff --git a/river/compression/__init__.py b/river/compression/__init__.py
new file mode 100644
index 0000000000..d87f82cad6
--- /dev/null
+++ b/river/compression/__init__.py
@@ -0,0 +1,11 @@
+"""Compression-based text classification. This module contains wrappers to enable compression-based
+text classification using different algorithms."""
+from __future__ import annotations
+
+from .text_compression_classifier import (
+    TextCompressionClassifier,
+)
+
+__all__ = [
+    "TextCompressionClassifier",
+]
diff --git a/river/compression/test-compression.ipynb b/river/compression/test-compression.ipynb
new file mode 100644
index 0000000000..db32c31b06
--- /dev/null
+++ b/river/compression/test-compression.ipynb
@@ -0,0 +1,61 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%load_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "from sklearn.datasets import fetch_20newsgroups\n",
+    "from river import compression\n",
+    "from sklearn.metrics import classification_report\n",
+    "\n",
+    "# prepare train dataset\n",
+    "categories = [\n",
+    "    'alt.atheism',\n",
+    "    'talk.religion.misc',\n",
+    "    'comp.graphics',\n",
+    "    'sci.space'\n",
+    "]\n",
+    "\n",
+    "train = fetch_20newsgroups(subset='train', categories=categories)\n",
+    "test = fetch_20newsgroups(subset='test', categories=categories)\n",
+    "\n",
+    "model = compression.TextCompressionClassifier()\n",
+    "\n",
+    "for i, text in enumerate(train['data']):\n",
+    "    x = text    \n",
+    "    y = train['target_names'][train['target'][i]]\n",
+    "    model = model.learn_one(x, y)\n",
+    "\n",
+    "predictions = []\n",
+    "\n",
+    "for text in test['data']:\n",
+    "    y_pred = model.predict_one(text)\n",
+    "    predictions.append(y_pred)\n",
+    "\n",
+    "test_labels = [\n",
+    "    test['target_names'][label]\n",
+    "    for label in test['target']\n",
+    "]\n",
+    "\n",
+    "print(classification_report(\n",
+    "    test_labels,\n",
+    "    predictions,\n",
+    "    digits=3\n",
+    "))"
+   ]
+  }
+ ],
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/river/compression/teste.ipynb b/river/compression/teste.ipynb
new file mode 100644
index 0000000000..9b9a6a5609
--- /dev/null
+++ b/river/compression/teste.ipynb
@@ -0,0 +1,54 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The autoreload extension is already loaded. To reload it, use:\n",
+      "  %reload_ext autoreload\n",
+      "estou na classe !!  hello world\n"
+     ]
+    }
+   ],
+   "source": [
+    "%load_ext autoreload\n",
+    "%autoreload 2\n",
+    "\n",
+    "from river import compression\n",
+    "model = compression.TextCompressionClassifier()\n",
+    "\n",
+    "model.test(\"hello world\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "interpreter": {
+   "hash": "1c919c39556be274582a1f16bb0a84a92481bcfbe155bed1bcf4102511c6f533"
+  },
+  "kernelspec": {
+   "display_name": "Python 3.8.6rc1 ('.venv': venv)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.6rc1"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/river/compression/text_compression_classifier.py b/river/compression/text_compression_classifier.py
new file mode 100644
index 0000000000..49eb9e5dbf
--- /dev/null
+++ b/river/compression/text_compression_classifier.py
@@ -0,0 +1,135 @@
+from __future__ import annotations
+from collections import deque
+
+import zstandard  # type: ignore
+
+from river import base
+
+
+class TextCompressionClassifier(base.Classifier):
+    """Classifier based on text compression techniques.
+
+    The classifier utilizes the `zstandard` compression library to classify text by measuring
+    how well a new piece of data compresses with existing data of each class.
+
+    Attributes:
+        compression_level (int): The level of compression. Default is 3.
+        k (int): The maximum number of documents to be stored per label. Default is 150.
+        label_documents (dict): Stores concatenated documents for each label.
+        compression_contexts (dict): Stores Zstd compression contexts for each label.
+
+    """
+    def __init__(self, compression_level=3, k=150):
+        """
+        Initializes the TextCompressionClassifier.
+
+        Args:
+            compression_level (int, optional): The desired compression level. Defaults to 3.
+            k (int, optional): The maximum number of documents to store per label. Defaults to 150.
+        """        
+        self.compression_level = compression_level
+        self.k = k
+        self.label_documents = {}  # Concatenated documents for each label
+        self.compression_contexts = {}  # Zstd compression contexts for each label
+
+    def __getstate__(self):
+        return {'compression_level': self.compression_level, 
+                'k': self.k,
+                'label_documents': self.label_documents}
+
+    def __setstate__(self, state):
+        self.compression_level = state['compression_level']
+        self.k = state['k']
+        self.label_documents = state['label_documents']
+        self.compression_contexts = self.recreate_contexts(self.label_documents)
+
+    def recreate_contexts(self, label_documents):
+        new_compression_contexts = {}
+        for label, documents in label_documents.items():
+            concatenated_documents = " ".join(documents).encode("utf-8")
+            compression_dict = zstandard.ZstdCompressionDict(concatenated_documents)
+            
+            zstd_compressor = zstandard.ZstdCompressor(
+                level=self.compression_level, dict_data=compression_dict
+            )
+            
+            new_compression_contexts[label] = zstd_compressor
+        
+        return new_compression_contexts
+
+    def _unit_test_skips(self):
+        return {"check_shuffle_features_no_impact"}
+
+    def learn_one(self, x, y):
+        """Updates the classifier with a new sample.
+
+        Args:
+            x (dict): The input sample.
+            y (str): The label of the input sample.
+
+        Returns:
+            TextCompressionClassifier: The classifier instance (for chaining).
+
+        """
+        # Convert your input 'x' to a string representation if it's not already
+        # For the sake of example, let's assume 'x' is a dictionary of features
+        x_str = str(x)
+
+        # Initialize if label is new
+        if y not in self.label_documents:
+            self.label_documents[y] = deque(maxlen=self.k)
+
+        # Append the new document and remove the oldest if length > k
+        self.label_documents[y].append(x_str)
+
+        # Concatenate documents in the deque into a single string
+        concatenated_documents = " ".join(self.label_documents[y])
+
+        # Create a dictionary with encoded concatenated text
+        compression_dict = zstandard.ZstdCompressionDict(concatenated_documents.encode("utf-8"))
+
+        # Create a Zstandard compression context for this label using the dictionary
+        zstd_compressor = zstandard.ZstdCompressor(
+            level=self.compression_level, dict_data=compression_dict
+        )
+
+        # Update the compression context for this label with the new compressor
+        self.compression_contexts[y] = zstd_compressor
+
+        return self
+
+    def predict_one(self, x):
+        """Predict the output label for the input `x`.
+
+        Parameters
+        ----------
+        x : any type that can be converted to string
+            The input to be classified.
+
+        Returns
+        -------
+        best_label: string
+            The label corresponding to the smallest increase in compressed size after
+            adding the new data `x`.
+        """
+        min_size_increase = float("inf")
+        best_label = None
+
+        # Convert your input 'x' to a string representation if it's not already
+        x_str = str(x)
+
+        for label, compressor in self.compression_contexts.items():
+            concatenated_doc = (" ".join(self.label_documents[label]) + " " + x_str).encode("utf-8")
+            compressed_size = len(compressor.compress(concatenated_doc))
+
+            previous_size = len(
+                compressor.compress(" ".join(self.label_documents[label]).encode("utf-8"))
+            )
+
+            size_increase = compressed_size - previous_size
+
+            if size_increase < min_size_increase:
+                min_size_increase = size_increase
+                best_label = label
+
+        return best_label
diff --git a/river/test_estimators.py b/river/test_estimators.py
index 18aacf32f2..513f363b18 100644
--- a/river/test_estimators.py
+++ b/river/test_estimators.py
@@ -12,6 +12,7 @@
     checks,
     compat,
     compose,
+    compression,
     facto,
     feature_extraction,
     feature_selection,
@@ -105,6 +106,7 @@ def can_be_tested(estimator):
         )
         for estimator in list(iter_estimators_which_can_be_tested())
         + [
+            compression.TextCompressionClassifier(),
             preprocessing.StandardScaler() | linear_model.LinearRegression(),
             preprocessing.StandardScaler() | linear_model.PAClassifier(),
             (