diff --git a/poetry.lock b/poetry.lock
index 90b6bfa..6ec442a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,23 +1,5 @@
 # This file is automatically @generated by Poetry 2.3.3 and should not be changed by hand.
 
-[[package]]
-name = "adal"
-version = "1.2.7"
-description = "Note: This library is already replaced by MSAL Python, available here: https://pypi.org/project/msal/ .ADAL Python remains available here as a legacy. The ADAL for Python library makes it easy for python application to authenticate to Azure Active Directory (AAD) in order to access AAD protected web resources."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "adal-1.2.7-py2.py3-none-any.whl", hash = "sha256:2a7451ed7441ddbc57703042204a3e30ef747478eea022c70f789fc7f084bc3d"},
-    {file = "adal-1.2.7.tar.gz", hash = "sha256:d74f45b81317454d96e982fd1c50e6fb5c99ac2223728aea8764433a39f566f1"},
-]
-
-[package.dependencies]
-cryptography = ">=1.1.0"
-PyJWT = ">=1.0.0,<3"
-python-dateutil = ">=2.1.0,<3"
-requests = ">=2.0.0,<3"
-
 [[package]]
 name = "aiofiles"
 version = "25.1.0"
@@ -388,7 +370,7 @@ version = "3.5.3"
 description = "Bash tab completion for argparse"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "commits"]
+groups = ["commits"]
 files = [
     {file = "argcomplete-3.5.3-py3-none-any.whl", hash = "sha256:2ab2c4a215c59fd6caaff41a869480a23e8f6a5f910b266c1808037f4e375b61"},
     {file = "argcomplete-3.5.3.tar.gz", hash = "sha256:c12bf50eded8aebb298c7b7da7a5ff3ee24dffd9f5281867dfe1424b58c55392"},
@@ -489,249 +471,6 @@ files = [
     {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"},
 ]
 
-[[package]]
-name = "azure-common"
-version = "1.1.28"
-description = "Microsoft Azure Client Library for Python (Common)"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "azure-common-1.1.28.zip", hash = "sha256:4ac0cd3214e36b6a1b6a442686722a5d8cc449603aa833f3f0f40bda836704a3"},
-    {file = "azure_common-1.1.28-py2.py3-none-any.whl", hash = "sha256:5c12d3dcf4ec20599ca6b0d3e09e86e146353d443e7fcc050c9a19c1f9df20ad"},
-]
-
-[[package]]
-name = "azure-core"
-version = "1.39.0"
-description = "Microsoft Azure Core Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_core-1.39.0-py3-none-any.whl", hash = "sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f"},
-    {file = "azure_core-1.39.0.tar.gz", hash = "sha256:8a90a562998dd44ce84597590fff6249701b98c0e8797c95fcdd695b54c35d74"},
-]
-
-[package.dependencies]
-requests = ">=2.21.0"
-typing-extensions = ">=4.6.0"
-
-[package.extras]
-aio = ["aiohttp (>=3.0)"]
-tracing = ["opentelemetry-api (>=1.26,<2.0)"]
-
-[[package]]
-name = "azure-graphrbac"
-version = "0.61.2"
-description = "Microsoft Azure Graph RBAC Client Library for Python"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "azure_graphrbac-0.61.2-py2.py3-none-any.whl", hash = "sha256:7a204554aa933684b09df3e17669fe31aa307d33b9bfb44595fe0ad5b99900d4"},
-    {file = "azure_graphrbac-0.61.2.tar.gz", hash = "sha256:fb25b03307e17f739c81ad6bd3e9b57c57843686031f0f214b65158447c773dd"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1,<2.0"
-msrest = ">=0.6.21"
-msrestazure = ">=0.4.32,<2.0.0"
-
-[[package]]
-name = "azure-mgmt-authorization"
-version = "4.0.0"
-description = "Microsoft Azure Authorization Management Client Library for Python"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "azure-mgmt-authorization-4.0.0.zip", hash = "sha256:69b85abc09ae64fc72975bd43431170d8c7eb5d166754b98aac5f3845de57dc4"},
-    {file = "azure_mgmt_authorization-4.0.0-py3-none-any.whl", hash = "sha256:d8feeb3842e6ddf1a370963ca4f61fb6edc124e8997b807dd025bc9b2379cd1a"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1,<2.0"
-azure-mgmt-core = ">=1.3.2,<2.0.0"
-isodate = ">=0.6.1,<1.0.0"
-
-[[package]]
-name = "azure-mgmt-containerregistry"
-version = "14.0.0"
-description = "Microsoft Azure Container Registry Client Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_containerregistry-14.0.0-py3-none-any.whl", hash = "sha256:224e823beffe317c59ca4b482df5ee0b2977c3f44cdae59b165513fb47b32b8e"},
-    {file = "azure_mgmt_containerregistry-14.0.0.tar.gz", hash = "sha256:7383f1c5547bcffe76e411edd8250d55c34cddf5ef6804d5875c163cca66c4b5"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.5.0"
-isodate = ">=0.6.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azure-mgmt-core"
-version = "1.6.0"
-description = "Microsoft Azure Management Core Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_core-1.6.0-py3-none-any.whl", hash = "sha256:0460d11e85c408b71c727ee1981f74432bc641bb25dfcf1bb4e90a49e776dbc4"},
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-
-[package.dependencies]
-azure-core = ">=1.32.0"
-
-[[package]]
-name = "azure-mgmt-keyvault"
-version = "11.0.0"
-description = "Microsoft Azure Key Vault Management Client Library for Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_keyvault-11.0.0-py3-none-any.whl", hash = "sha256:abff0023a1c1b8033f3d4800cac996bf2b5470bd9c5ab71470c3184d7e8f0654"},
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-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.3.2"
-isodate = ">=0.6.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azure-mgmt-network"
-version = "30.0.0"
-description = "Microsoft Azure Network Management Client Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_network-30.0.0-py3-none-any.whl", hash = "sha256:df93640f9782a734a1c217bd79817eb025bf8e3b6dea5ac5ef508ed08a8dc8e1"},
-    {file = "azure_mgmt_network-30.0.0.tar.gz", hash = "sha256:117ee4ea18668c1318c869eff2445bbad06f0f4094f83c533e0191b41dc6dd1f"},
-]
-
-[package.dependencies]
-azure-mgmt-core = ">=1.6.0"
-msrest = ">=0.7.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azure-mgmt-resource"
-version = "24.0.0"
-description = "Microsoft Azure Resource Management Client Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_resource-24.0.0-py3-none-any.whl", hash = "sha256:27b32cd223e2784269f5a0db3c282042886ee4072d79cedc638438ece7cd0df4"},
-    {file = "azure_mgmt_resource-24.0.0.tar.gz", hash = "sha256:cf6b8995fcdd407ac9ff1dd474087129429a1d90dbb1ac77f97c19b96237b265"},
-]
-
-[package.dependencies]
-azure-common = ">=1.1"
-azure-mgmt-core = ">=1.5.0"
-isodate = ">=0.6.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azure-mgmt-storage"
-version = "24.0.0"
-description = "Microsoft Azure Storage Management Client Library for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "azure_mgmt_storage-24.0.0-py3-none-any.whl", hash = "sha256:d1e35c07e8e3a70c3ba56b1adb21cfd87c25143876446697eaf61efa5b029978"},
-    {file = "azure_mgmt_storage-24.0.0.tar.gz", hash = "sha256:b1ae225ef87ada85f29c02e406140ab5895285ca64de2bcfe50b631c4818a337"},
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-
-[package.dependencies]
-azure-mgmt-core = ">=1.6.0"
-msrest = ">=0.7.1"
-typing-extensions = ">=4.6.0"
-
-[[package]]
-name = "azureml-core"
-version = "1.61.0.post3"
-description = "Azure Machine Learning core packages, modules, and classes"
-optional = false
-python-versions = "<4.0,>=3.8"
-groups = ["main"]
-files = [
-    {file = "azureml_core-1.61.0.post3-py3-none-any.whl", hash = "sha256:b8e80b4b0f34dc2ed969e9e2029c957f60688768a9fae1bd981dfa4464bd5189"},
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-
-[package.dependencies]
-adal = ">=1.2.0,<=1.2.7"
-argcomplete = "<4"
-azure-common = ">=1.1.12,<2.0.0"
-azure-core = "<2.0.0"
-azure-graphrbac = ">=0.40.0,<1.0.0"
-azure-mgmt-authorization = ">=0.40.0,<5"
-azure-mgmt-containerregistry = ">=8.2.0,<15"
-azure-mgmt-keyvault = ">=0.40.0,<12.0.0"
-azure-mgmt-network = "<=30.0.0"
-azure-mgmt-resource = ">=15.0.0,<=24.0.0"
-azure-mgmt-storage = ">=16.0.0,<=24.0.0"
-"backports.tempfile" = "*"
-contextlib2 = "<22.0.0"
-docker = "<8.0.0"
-humanfriendly = ">=4.7,<11.0"
-jmespath = "<2.0.0"
-jsonpickle = "<5.0.0"
-knack = "<0.13.0"
-msal = ">=1.15.0,<2.0.0"
-msal-extensions = ">=0.3.0,<=2.0.0"
-msrest = ">=0.5.1,<=0.7.1"
-msrestazure = ">=0.4.33,<=0.7"
-ndg-httpsclient = "<=0.5.1"
-packaging = ">=20.0,<26.0"
-paramiko = ">=2.0.8,<4.0.0"
-pathspec = "<1.0.0"
-pkginfo = "*"
-PyJWT = "<3.0.0"
-pyopenssl = "<26.0.0"
-python-dateutil = ">=2.7.3,<3.0.0"
-pytz = "*"
-requests = {version = ">=2.19.1,<3.0.0", extras = ["socks"]}
-SecretStorage = "<4.0.0"
-urllib3 = ">1.26.17,<3.0.0"
-
-[[package]]
-name = "backports-tempfile"
-version = "1.0"
-description = "Backport of new features in Python's tempfile module"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "backports.tempfile-1.0-py2.py3-none-any.whl", hash = "sha256:05aa50940946f05759696156a8c39be118169a0e0f94a49d0bb106503891ff54"},
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-
-[package.dependencies]
-"backports.weakref" = "*"
-
-[[package]]
-name = "backports-weakref"
-version = "1.0.post1"
-description = "Backport of new features in Python's weakref module"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
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-
 [[package]]
 name = "bandit"
 version = "1.9.4"
@@ -757,83 +496,6 @@ test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)",
 toml = ["tomli (>=1.1.0) ; python_version < \"3.11\""]
 yaml = ["PyYAML"]
 
-[[package]]
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-version = "5.0.0"
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-optional = false
-python-versions = ">=3.8"
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-
-[package.extras]
-tests = ["pytest (>=3.2.1,!=3.3.0)"]
-typecheck = ["mypy"]
-
 [[package]]
 name = "billiard"
 version = "4.2.4"
@@ -858,46 +520,6 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
-[[package]]
-name = "boto3"
-version = "1.42.88"
-description = "The AWS SDK for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
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-jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.16.0,<0.17.0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
-
-[[package]]
-name = "botocore"
-version = "1.42.88"
-description = "Low-level, data-driven core of boto 3."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
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-urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
-
-[package.extras]
-crt = ["awscrt (==0.31.2)"]
-
 [[package]]
 name = "brotli"
 version = "1.2.0"
@@ -1542,18 +1164,6 @@ schemaregistry = ["attrs (>=21.2.0)", "authlib (>=1.0.0)", "cachetools (>=5.5.0)
 soaktest = ["opentelemetry-distro", "opentelemetry-exporter-otlp", "psutil"]
 tests = ["async-timeout", "attrs", "attrs (>=21.2.0)", "authlib (>=1.0.0)", "avro (>=1.11.1,<2)", "azure-identity", "azure-keyvault-keys", "black (>=24.0.0)", "boto3 (>=1.35)", "cachetools (>=5.5.0)", "cel-python (>=0.4.0)", "certifi", "fastavro (>=1.5.4,<1.8.0) ; python_version == \"3.7\"", "fastavro (>=1.5.4,<2) ; python_version > \"3.7\"", "flake8", "google-api-core", "google-auth", "google-cloud-kms", "google-re2 (<1.1.20251105)", "googleapis-common-protos", "hkdf (==0.0.3)", "httpx (>=0.26)", "hvac", "isort (>=5.13.0)", "jsonata-python", "jsonschema (>=4.18.0)", "mypy", "orjson", "orjson (>=3.10)", "pluggy (<1.6.0)", "protobuf", "pyrsistent", "pytest", "pytest-asyncio", "pytest-timeout", "pytest_cov", "pyyaml (>=6.0.0)", "requests", "requests-mock", "respx", "tink", "types-cachetools", "types-requests", "urllib3 (<3)"]
 
-[[package]]
-name = "contextlib2"
-version = "21.6.0"
-description = "Backports and enhancements for the contextlib module"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
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-]
-
 [[package]]
 name = "contourpy"
 version = "1.3.3"
@@ -1993,7 +1603,7 @@ version = "0.4.0"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
-groups = ["main", "commits"]
+groups = ["commits"]
 files = [
     {file = "distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16"},
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@@ -2107,18 +1717,6 @@ paramiko = ["paramiko"]
 patiencediff = ["patiencediff"]
 pgp = ["gpg"]
 
-[[package]]
-name = "durationpy"
-version = "0.10"
-description = "Module for converting between datetime.timedelta and Go's Duration strings."
-optional = false
-python-versions = "*"
-groups = ["main"]
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-]
-
 [[package]]
 name = "dvc"
 version = "3.67.1"
@@ -2439,6 +2037,22 @@ werkzeug = ">=3.1.0"
 async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
+[[package]]
+name = "flask-cors"
+version = "6.0.2"
+description = "A Flask extension simplifying CORS support"
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+flask = ">=0.9"
+Werkzeug = ">=0.7"
+
 [[package]]
 name = "flatten-dict"
 version = "0.4.2"
@@ -2930,29 +2544,6 @@ gitdb = ">=4.0.1,<5"
 doc = ["sphinx (>=7.1.2,<7.2)", "sphinx-autodoc-typehints", "sphinx_rtd_theme"]
 test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.8\"", "mypy (==1.18.2) ; python_version >= \"3.9\"", "pre-commit", "pytest (>=7.3.1)", "pytest-cov", "pytest-instafail", "pytest-mock", "pytest-sugar", "typing-extensions ; python_version < \"3.11\""]
 
-[[package]]
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-description = "Google API client core library"
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-python-versions = ">=3.9"
-groups = ["main"]
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-[package.dependencies]
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-
-[package.extras]
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-
 [[package]]
 name = "google-auth"
 version = "2.49.2"
@@ -2981,113 +2572,6 @@ rsa = ["rsa (>=3.1.4,<5)"]
 testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "flask", "freezegun", "grpcio", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
-[[package]]
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-groups = ["main"]
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-[package.extras]
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-
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-
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-    {file = "google_crc32c-1.8.0.tar.gz", hash = "sha256:a428e25fb7691024de47fecfbff7ff957214da51eddded0da0ae0e0f03a2cf79"},
-]
-
-[[package]]
-name = "google-resumable-media"
-version = "2.8.2"
-description = "Utilities for Google Media Downloads and Resumable Uploads"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "google_resumable_media-2.8.2-py3-none-any.whl", hash = "sha256:82b6d8ccd11765268cdd2a2123f417ec806b8eef3000a9a38dfe3033da5fb220"},
-    {file = "google_resumable_media-2.8.2.tar.gz", hash = "sha256:f3354a182ebd193ae3f42e3ef95e6c9b10f128320de23ac7637236713b1acd70"},
-]
-
-[package.dependencies]
-google-crc32c = ">=1.0.0,<2.0.0"
-
-[package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "google-auth (>=1.22.0,<2.0.0)"]
-requests = ["requests (>=2.18.0,<3.0.0)"]
-
 [[package]]
 name = "googleapis-common-protos"
 version = "1.74.0"
@@ -3388,19 +2872,19 @@ files = [
 ]
 
 [[package]]
-name = "humanfriendly"
-version = "10.0"
-description = "Human friendly output for text interfaces using Python"
+name = "huey"
+version = "2.6.0"
+description = "a little task queue"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "*"
 groups = ["main"]
 files = [
-    {file = "humanfriendly-10.0-py2.py3-none-any.whl", hash = "sha256:1697e1a8a8f550fd43c2865cd84542fc175a61dcb779b6fee18cf6b6ccba1477"},
-    {file = "humanfriendly-10.0.tar.gz", hash = "sha256:6b0b831ce8f15f7300721aa49829fc4e83921a9a301cc7f606be6686a2288ddc"},
+    {file = "huey-2.6.0-py3-none-any.whl", hash = "sha256:1b9df9d370b49c6d5721ba8a01ac9a787cf86b3bdc584e4679de27b920395c3f"},
+    {file = "huey-2.6.0.tar.gz", hash = "sha256:8d11f8688999d65266af1425b831f6e3773e99415027177b8734b0ffd5e251f6"},
 ]
 
-[package.dependencies]
-pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
+[package.extras]
+backends = ["redis (>=3.0.0)"]
 
 [[package]]
 name = "hydra-core"
@@ -3598,18 +3082,6 @@ files = [
 [package.dependencies]
 pygments = "*"
 
-[[package]]
-name = "isodate"
-version = "0.7.2"
-description = "An ISO 8601 date/time/duration parser and formatter"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"},
-    {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"},
-]
-
 [[package]]
 name = "iterative-telemetry"
 version = "0.0.10"
@@ -3664,22 +3136,6 @@ docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alab
 qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
-[[package]]
-name = "jeepney"
-version = "0.9.0"
-description = "Low-level, pure Python DBus protocol wrapper."
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "jeepney-0.9.0-py3-none-any.whl", hash = "sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683"},
-    {file = "jeepney-0.9.0.tar.gz", hash = "sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732"},
-]
-
-[package.extras]
-test = ["async-timeout ; python_version < \"3.11\"", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["trio"]
-
 [[package]]
 name = "jinja2"
 version = "3.1.6"
@@ -3698,18 +3154,6 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
-[[package]]
-name = "jmespath"
-version = "1.1.0"
-description = "JSON Matching Expressions"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64"},
-    {file = "jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d"},
-]
-
 [[package]]
 name = "joblib"
 version = "1.5.3"
@@ -3722,25 +3166,6 @@ files = [
     {file = "joblib-1.5.3.tar.gz", hash = "sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3"},
 ]
 
-[[package]]
-name = "jsonpickle"
-version = "4.1.1"
-description = "jsonpickle encodes/decodes any Python object to/from JSON"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "jsonpickle-4.1.1-py3-none-any.whl", hash = "sha256:bb141da6057898aa2438ff268362b126826c812a1721e31cf08a6e142910dc91"},
-    {file = "jsonpickle-4.1.1.tar.gz", hash = "sha256:f86e18f13e2b96c1c1eede0b7b90095bbb61d99fedc14813c44dc2f361dbbae1"},
-]
-
-[package.extras]
-cov = ["pytest-cov"]
-dev = ["black", "pyupgrade"]
-docs = ["furo", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-packaging = ["build", "setuptools (>=61.2)", "setuptools_scm[toml] (>=6.0)", "twine"]
-testing = ["PyYAML", "atheris (>=2.3.0,<2.4.0) ; python_version < \"3.12\"", "bson", "ecdsa", "feedparser", "gmpy2", "numpy", "pandas", "pymongo", "pytest (>=6.0,!=8.1.*)", "pytest-benchmark", "pytest-benchmark[histogram]", "pytest-checkdocs (>=1.2.3)", "pytest-enabler (>=1.0.1)", "pytest-ruff (>=0.2.1)", "scikit-learn", "scipy (>=1.9.3) ; python_version > \"3.10\"", "scipy ; python_version <= \"3.10\"", "simplejson", "sqlalchemy", "ujson"]
-
 [[package]]
 name = "jsonschema"
 version = "4.26.0"
@@ -3949,26 +3374,6 @@ files = [
     {file = "kiwisolver-1.5.0.tar.gz", hash = "sha256:d4193f3d9dc3f6f79aaed0e5637f45d98850ebf01f7ca20e69457f3e8946b66a"},
 ]
 
-[[package]]
-name = "knack"
-version = "0.12.0"
-description = "A Command-Line Interface framework"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "knack-0.12.0-py3-none-any.whl", hash = "sha256:c1c3e8555f5aa974880f580ad7c862502b6ef274b1c9891ae0cc17f8eaa5c8b5"},
-    {file = "knack-0.12.0.tar.gz", hash = "sha256:71f2a6b42ae9a302e43243320fa05edb09b19339fcf1f331f5b6d07bf97f5291"},
-]
-
-[package.dependencies]
-argcomplete = "*"
-jmespath = "*"
-packaging = "*"
-pygments = "*"
-pyyaml = "*"
-tabulate = "*"
-
 [[package]]
 name = "kombu"
 version = "5.6.2"
@@ -4005,33 +3410,6 @@ sqs = ["boto3 (>=1.26.143)", "pycurl (>=7.43.0.5) ; sys_platform != \"win32\" an
 yaml = ["PyYAML (>=3.10)"]
 zookeeper = ["kazoo (>=2.8.0)"]
 
-[[package]]
-name = "kubernetes"
-version = "35.0.0"
-description = "Kubernetes python client"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "kubernetes-35.0.0-py2.py3-none-any.whl", hash = "sha256:39e2b33b46e5834ef6c3985ebfe2047ab39135d41de51ce7641a7ca5b372a13d"},
-    {file = "kubernetes-35.0.0.tar.gz", hash = "sha256:3d00d344944239821458b9efd484d6df9f011da367ecb155dadf9513f05f09ee"},
-]
-
-[package.dependencies]
-certifi = ">=14.5.14"
-durationpy = ">=0.7"
-python-dateutil = ">=2.5.3"
-pyyaml = ">=5.4.1"
-requests = "*"
-requests-oauthlib = "*"
-six = ">=1.9.0"
-urllib3 = ">=1.24.2,<2.6.0 || >2.6.0"
-websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
-
-[package.extras]
-adal = ["adal (>=1.0.2)"]
-google-auth = ["google-auth (>=1.0.1)"]
-
 [[package]]
 name = "librt"
 version = "0.9.0"
@@ -4200,28 +3578,12 @@ files = [
 ]
 
 [package.dependencies]
-MarkupSafe = ">=0.9.2"
-
-[package.extras]
-babel = ["Babel"]
-lingua = ["lingua"]
-testing = ["pytest"]
-
-[[package]]
-name = "markdown"
-version = "3.10.2"
-description = "Python implementation of John Gruber's Markdown."
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "markdown-3.10.2-py3-none-any.whl", hash = "sha256:e91464b71ae3ee7afd3017d9f358ef0baf158fd9a298db92f1d4761133824c36"},
-    {file = "markdown-3.10.2.tar.gz", hash = "sha256:994d51325d25ad8aa7ce4ebaec003febcce822c3f8c911e3b17c52f7f589f950"},
-]
+MarkupSafe = ">=0.9.2"
 
 [package.extras]
-docs = ["mdx_gh_links (>=0.2)", "mkdocs (>=1.6)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python] (>=0.28.3)"]
-testing = ["coverage", "pyyaml"]
+babel = ["Babel"]
+lingua = ["lingua"]
+testing = ["pytest"]
 
 [[package]]
 name = "markdown-it-py"
@@ -4457,76 +3819,68 @@ files = [
 
 [[package]]
 name = "mlflow"
-version = "2.22.4"
+version = "3.11.1"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow-2.22.4-py3-none-any.whl", hash = "sha256:c37b312060737cc9197c4a956c730fa6c292580787fe464efe736c339e87649a"},
-    {file = "mlflow-2.22.4.tar.gz", hash = "sha256:cb8cb3b82ec696dc613bcc347b023c20fc0ed6a82170b36d0ded01d3ba06da97"},
+    {file = "mlflow-3.11.1-py3-none-any.whl", hash = "sha256:8f6bf1238ac04f97664c229dd480380c5c254a78bdb3c0e433e3a0397508b1af"},
+    {file = "mlflow-3.11.1.tar.gz", hash = "sha256:84e54c4be91b5b2a19039a2673fe688b1d7307ceddacc08af51f8df05b19ee56"},
 ]
 
 [package.dependencies]
+aiohttp = "<4"
 alembic = "<1.10.0 || >1.10.0,<2"
-azureml-core = {version = ">=1.2.0", optional = true, markers = "extra == \"extras\""}
-boto3 = {version = "*", optional = true, markers = "extra == \"extras\""}
-botocore = {version = "*", optional = true, markers = "extra == \"extras\""}
+cryptography = ">=43.0.0,<47"
 docker = ">=4.0.0,<8"
 Flask = "<4"
-google-cloud-storage = {version = ">=1.30.0", optional = true, markers = "extra == \"extras\""}
+Flask-CORS = "<7"
 graphene = "<4"
-gunicorn = {version = "<24", markers = "platform_system != \"Windows\""}
-Jinja2 = [
-    {version = ">=2.11,<4", markers = "platform_system != \"Windows\""},
-    {version = ">=3.0,<4", markers = "platform_system == \"Windows\""},
-]
-kubernetes = {version = "*", optional = true, markers = "extra == \"extras\""}
-markdown = ">=3.3,<4"
+gunicorn = {version = "<26", markers = "platform_system != \"Windows\""}
+huey = ">=2.5.4,<3"
 matplotlib = "<4"
-mlflow-skinny = "2.22.4"
+mlflow-skinny = "3.11.1"
+mlflow-tracing = "3.11.1"
 numpy = "<3"
-pandas = "<2.3.0 || >2.3.0,<3"
-prometheus-flask-exporter = {version = "*", optional = true, markers = "extra == \"extras\""}
-pyarrow = [
-    {version = ">=4.0.0,<20"},
-    {version = ">=4.0.0,<20", optional = true, markers = "extra == \"extras\""},
-]
-pysftp = {version = "*", optional = true, markers = "extra == \"extras\""}
-requests-auth-aws-sigv4 = {version = "*", optional = true, markers = "extra == \"extras\""}
+pandas = "<3"
+pyarrow = ">=4.0.0,<24"
 scikit-learn = "<2"
 scipy = "<2"
+skops = "<1"
 sqlalchemy = ">=1.4.0,<3"
-virtualenv = {version = "*", optional = true, markers = "extra == \"extras\""}
 waitress = {version = "<4", markers = "platform_system == \"Windows\""}
 
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
 auth = ["Flask-WTF (<2)"]
-databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "google-cloud-storage (>=1.30.0)"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+azure = ["azure-identity (>=1.6.1)", "azure-storage-blob (>=12)"]
+databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
+db = ["PyMySQL", "psycopg2-binary", "pymssql"]
+extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4"]
+gateway = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+genai = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.1.0,<=0.3.23)"]
-mlserver = ["mlserver (>=1.2.0,!=1.3.1)", "mlserver-mlflow (>=1.2.0,!=1.3.1)"]
+kubernetes = ["kubernetes"]
+langchain = ["langchain (>=0.3.21,<=1.2.12)"]
+mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<3)"]
+mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"]
 sqlserver = ["mlflow-dbstore"]
-xethub = ["mlflow-xethub"]
 
 [[package]]
 name = "mlflow-skinny"
-version = "2.22.4"
+version = "3.11.1"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "mlflow_skinny-2.22.4-py3-none-any.whl", hash = "sha256:3622115f53806d99fc42b0c2e45f225b16948584feeec7f233e484f08fe6c7f2"},
-    {file = "mlflow_skinny-2.22.4.tar.gz", hash = "sha256:d75ef4c6f38b745d84aef4d6dcb26331c8a3c784ee5a284ec89186398c8d927b"},
+    {file = "mlflow_skinny-3.11.1-py3-none-any.whl", hash = "sha256:82ffd5f6980320b4ac19f741e7a754faa1d01707e632b002ea68e04fd25a0535"},
+    {file = "mlflow_skinny-3.11.1.tar.gz", hash = "sha256:86ce63491349f6713afc8a4ef0bf77a8314d0e79e03753cb150d6c860a0b0475"},
 ]
 
 [package.dependencies]
-cachetools = ">=5.0.0,<6"
+cachetools = ">=5.0.0,<8"
 click = ">=7.0,<9"
 cloudpickle = "<4"
 databricks-sdk = ">=0.20.0,<1"
@@ -4534,10 +3888,12 @@ fastapi = "<1"
 gitpython = ">=3.1.9,<4"
 importlib_metadata = ">=3.7.0,<4.7.0 || >4.7.0,<9"
 opentelemetry-api = ">=1.9.0,<3"
+opentelemetry-proto = ">=1.9.0,<3"
 opentelemetry-sdk = ">=1.9.0,<3"
-packaging = "<25"
-protobuf = ">=3.12.0,<7"
-pydantic = ">=1.10.8,<3"
+packaging = "<27"
+protobuf = ">=3.12.0,<8"
+pydantic = ">=2.0.0,<3"
+python-dotenv = ">=0.19.0,<2"
 pyyaml = ">=5.1,<7"
 requests = ">=2.17.3,<3"
 sqlparse = ">=0.4.0,<1"
@@ -4547,15 +3903,40 @@ uvicorn = "<1"
 [package.extras]
 aliyun-oss = ["aliyunstoreplugin"]
 auth = ["Flask-WTF (<2)"]
-databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "google-cloud-storage (>=1.30.0)"]
-extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4", "virtualenv"]
-gateway = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
-genai = ["aiohttp (<4)", "boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+azure = ["azure-identity (>=1.6.1)", "azure-storage-blob (>=12)"]
+databricks = ["azure-storage-file-datalake (>12)", "boto3 (>1)", "botocore", "databricks-agents (>=1.2.0,<2.0)", "google-cloud-storage (>=1.30.0)"]
+db = ["PyMySQL", "psycopg2-binary", "pymssql"]
+extras = ["azureml-core (>=1.2.0)", "boto3", "botocore", "google-cloud-storage (>=1.30.0)", "kubernetes", "prometheus-flask-exporter", "pyarrow", "pysftp", "requests-auth-aws-sigv4"]
+gateway = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
+genai = ["boto3 (>=1.28.56,<2)", "fastapi (<1)", "slowapi (>=0.1.9,<1)", "tiktoken (<1)", "uvicorn[standard] (<1)", "watchfiles (<2)"]
 jfrog = ["mlflow-jfrog-plugin"]
-langchain = ["langchain (>=0.1.0,<=0.3.23)"]
-mlserver = ["mlserver (>=1.2.0,!=1.3.1)", "mlserver-mlflow (>=1.2.0,!=1.3.1)"]
+kubernetes = ["kubernetes"]
+langchain = ["langchain (>=0.3.21,<=1.2.12)"]
+mcp = ["click (!=8.3.0)", "fastmcp (>=2.0.0,<3)"]
+mlserver = ["mlserver (>=1.2.0,!=1.3.1,<2.0.0)", "mlserver-mlflow (>=1.2.0,!=1.3.1,<2.0.0)"]
 sqlserver = ["mlflow-dbstore"]
-xethub = ["mlflow-xethub"]
+
+[[package]]
+name = "mlflow-tracing"
+version = "3.11.1"
+description = "MLflow Tracing SDK is an open-source, lightweight Python package that only includes the minimum set of dependencies and functionality to instrument your code/models/agents with MLflow Tracing."
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "mlflow_tracing-3.11.1-py3-none-any.whl", hash = "sha256:fa82df64dacf8293b714ae666440fe7c1902c6470c024df389bb91e9de3106d9"},
+    {file = "mlflow_tracing-3.11.1.tar.gz", hash = "sha256:cb63cee16385d081467ec5bee4807fe1af59ddfdf04be4c79e7a7813b1002193"},
+]
+
+[package.dependencies]
+cachetools = ">=5.0.0,<8"
+databricks-sdk = ">=0.20.0,<1"
+opentelemetry-api = ">=1.9.0,<3"
+opentelemetry-proto = ">=1.9.0,<3"
+opentelemetry-sdk = ">=1.9.0,<3"
+packaging = "<27"
+protobuf = ">=3.12.0,<8"
+pydantic = ">=2.0.0,<3"
 
 [[package]]
 name = "mlserver"
@@ -4612,83 +3993,6 @@ files = [
 mlflow = ">=2.19.0"
 mlserver = "*"
 
-[[package]]
-name = "msal"
-version = "1.36.0"
-description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "msal-1.36.0-py3-none-any.whl", hash = "sha256:36ecac30e2ff4322d956029aabce3c82301c29f0acb1ad89b94edcabb0e58ec4"},
-    {file = "msal-1.36.0.tar.gz", hash = "sha256:3f6a4af2b036b476a4215111c4297b4e6e236ed186cd804faefba23e4990978b"},
-]
-
-[package.dependencies]
-cryptography = ">=2.5,<49"
-PyJWT = {version = ">=1.0.0,<3", extras = ["crypto"]}
-requests = ">=2.0.0,<3"
-
-[package.extras]
-broker = ["pymsalruntime (>=0.14,<0.21) ; python_version >= \"3.8\" and platform_system == \"Windows\"", "pymsalruntime (>=0.17,<0.21) ; python_version >= \"3.8\" and platform_system == \"Darwin\"", "pymsalruntime (>=0.18,<0.21) ; python_version >= \"3.8\" and platform_system == \"Linux\""]
-
-[[package]]
-name = "msal-extensions"
-version = "1.3.1"
-description = "Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca"},
-    {file = "msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4"},
-]
-
-[package.dependencies]
-msal = ">=1.29,<2"
-
-[package.extras]
-portalocker = ["portalocker (>=1.4,<4)"]
-
-[[package]]
-name = "msrest"
-version = "0.7.1"
-description = "AutoRest swagger generator Python client runtime."
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "msrest-0.7.1-py3-none-any.whl", hash = "sha256:21120a810e1233e5e6cc7fe40b474eeb4ec6f757a15d7cf86702c369f9567c32"},
-    {file = "msrest-0.7.1.zip", hash = "sha256:6e7661f46f3afd88b75667b7187a92829924446c7ea1d169be8c4bb7eeb788b9"},
-]
-
-[package.dependencies]
-azure-core = ">=1.24.0"
-certifi = ">=2017.4.17"
-isodate = ">=0.6.0"
-requests = ">=2.16,<3.0"
-requests-oauthlib = ">=0.5.0"
-
-[package.extras]
-async = ["aiodns ; python_version >= \"3.5\"", "aiohttp (>=3.0) ; python_version >= \"3.5\""]
-
-[[package]]
-name = "msrestazure"
-version = "0.6.4.post1"
-description = "AutoRest swagger generator Python client runtime. Azure-specific module."
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "msrestazure-0.6.4.post1-py2.py3-none-any.whl", hash = "sha256:2264493b086c2a0a82ddf5fd87b35b3fffc443819127fed992ac5028354c151e"},
-    {file = "msrestazure-0.6.4.post1.tar.gz", hash = "sha256:39842007569e8c77885ace5c46e4bf2a9108fcb09b1e6efdf85b6e2c642b55d4"},
-]
-
-[package.dependencies]
-adal = ">=0.6.0,<2.0.0"
-msrest = ">=0.6.0,<2.0.0"
-six = "*"
-
 [[package]]
 name = "multidict"
 version = "6.7.1"
@@ -4952,23 +4256,6 @@ traitlets = ">=5.1"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
 test = ["pep440", "pre-commit", "pytest", "testpath"]
 
-[[package]]
-name = "ndg-httpsclient"
-version = "0.5.1"
-description = "Provides enhanced HTTPS support for httplib and urllib2 using PyOpenSSL"
-optional = false
-python-versions = ">=2.7,<3.0.dev0 || >=3.4.dev0"
-groups = ["main"]
-files = [
-    {file = "ndg_httpsclient-0.5.1-py2-none-any.whl", hash = "sha256:d2c7225f6a1c6cf698af4ebc962da70178a99bcde24ee6d1961c4f3338130d57"},
-    {file = "ndg_httpsclient-0.5.1-py3-none-any.whl", hash = "sha256:dd174c11d971b6244a891f7be2b32ca9853d3797a72edb34fa5d7b07d8fff7d4"},
-    {file = "ndg_httpsclient-0.5.1.tar.gz", hash = "sha256:d72faed0376ab039736c2ba12e30695e2788c4aa569c9c3e3d72131de2592210"},
-]
-
-[package.dependencies]
-pyasn1 = ">=0.1.1"
-PyOpenSSL = "*"
-
 [[package]]
 name = "nest-asyncio"
 version = "1.6.0"
@@ -5101,23 +4388,6 @@ files = [
     {file = "numpy-1.26.4.tar.gz", hash = "sha256:2a02aba9ed12e4ac4eb3ea9421c420301a0c6460d9830d74a9df87efa4912010"},
 ]
 
-[[package]]
-name = "oauthlib"
-version = "3.3.1"
-description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1"},
-    {file = "oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9"},
-]
-
-[package.extras]
-rsa = ["cryptography (>=3.0.0)"]
-signals = ["blinker (>=1.4.0)"]
-signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
-
 [[package]]
 name = "omegaconf"
 version = "2.3.0"
@@ -5611,28 +4881,6 @@ polars = ["polars (>=0.20.0)"]
 pyspark = ["pyspark[connect] (>=3.2.0)"]
 strategies = ["hypothesis (>=6.92.7)"]
 
-[[package]]
-name = "paramiko"
-version = "3.5.1"
-description = "SSH2 protocol library"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "paramiko-3.5.1-py3-none-any.whl", hash = "sha256:43b9a0501fc2b5e70680388d9346cf252cfb7d00b0667c39e80eb43a408b8f61"},
-    {file = "paramiko-3.5.1.tar.gz", hash = "sha256:b2c665bc45b2b215bd7d7f039901b14b067da00f3a11e6640995fd58f2664822"},
-]
-
-[package.dependencies]
-bcrypt = ">=3.2"
-cryptography = ">=3.3"
-pynacl = ">=1.5"
-
-[package.extras]
-all = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "invoke (>=2.0)", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
-gssapi = ["gssapi (>=1.4.1) ; platform_system != \"Windows\"", "pyasn1 (>=0.1.7)", "pywin32 (>=2.1.8) ; platform_system == \"Windows\""]
-invoke = ["invoke (>=2.0)"]
-
 [[package]]
 name = "parso"
 version = "0.8.6"
@@ -5806,21 +5054,6 @@ test-arrow = ["arro3-compute", "arro3-core", "nanoarrow", "pyarrow"]
 tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma (>=5)", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
 xmp = ["defusedxml"]
 
-[[package]]
-name = "pkginfo"
-version = "1.12.1.2"
-description = "Query metadata from sdists / bdists / installed packages."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "pkginfo-1.12.1.2-py3-none-any.whl", hash = "sha256:c783ac885519cab2c34927ccfa6bf64b5a704d7c69afaea583dd9b7afe969343"},
-    {file = "pkginfo-1.12.1.2.tar.gz", hash = "sha256:5cd957824ac36f140260964eba3c6be6442a8359b8c48f4adf90210f33a04b7b"},
-]
-
-[package.extras]
-testing = ["pytest", "pytest-cov", "wheel"]
-
 [[package]]
 name = "platformdirs"
 version = "4.9.6"
@@ -5902,6 +5135,24 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
+[[package]]
+name = "prettytable"
+version = "3.17.0"
+description = "A simple Python library for easily displaying tabular data in a visually appealing ASCII table format"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+files = [
+    {file = "prettytable-3.17.0-py3-none-any.whl", hash = "sha256:aad69b294ddbe3e1f95ef8886a060ed1666a0b83018bbf56295f6f226c43d287"},
+    {file = "prettytable-3.17.0.tar.gz", hash = "sha256:59f2590776527f3c9e8cf9fe7b66dd215837cca96a9c39567414cbc632e8ddb0"},
+]
+
+[package.dependencies]
+wcwidth = "*"
+
+[package.extras]
+tests = ["pytest", "pytest-cov", "pytest-lazy-fixtures"]
+
 [[package]]
 name = "prometheus-client"
 version = "0.25.0"
@@ -5919,22 +5170,6 @@ aiohttp = ["aiohttp"]
 django = ["django"]
 twisted = ["twisted"]
 
-[[package]]
-name = "prometheus-flask-exporter"
-version = "0.23.2"
-description = "Prometheus metrics exporter for Flask"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "prometheus_flask_exporter-0.23.2-py3-none-any.whl", hash = "sha256:94922a636d4c1d8b68e1ee605c30a23e9bbb0b21756df8222aa919634871784c"},
-    {file = "prometheus_flask_exporter-0.23.2.tar.gz", hash = "sha256:41fc9bbd7d48cc958ed8384aacf60c3621d9e903768be61c4e7f0c63872eaf1a"},
-]
-
-[package.dependencies]
-flask = "*"
-prometheus_client = "*"
-
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.52"
@@ -6082,24 +5317,6 @@ files = [
     {file = "propcache-0.4.1.tar.gz", hash = "sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d"},
 ]
 
-[[package]]
-name = "proto-plus"
-version = "1.27.2"
-description = "Beautiful, Pythonic protocol buffers"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "proto_plus-1.27.2-py3-none-any.whl", hash = "sha256:6432f75893d3b9e70b9c412f1d2f03f65b11fb164b793d14ae2ca01821d22718"},
-    {file = "proto_plus-1.27.2.tar.gz", hash = "sha256:b2adde53adadf75737c44d3dcb0104fde65250dfc83ad59168b4aa3e574b6a24"},
-]
-
-[package.dependencies]
-protobuf = ">=4.25.8,<8.0.0"
-
-[package.extras]
-testing = ["google-api-core (>=1.31.5)"]
-
 [[package]]
 name = "protobuf"
 version = "5.29.6"
@@ -6584,69 +5801,6 @@ files = [
     {file = "pygtrie-2.5.0.tar.gz", hash = "sha256:203514ad826eb403dab1d2e2ddd034e0d1534bbe4dbe0213bb0593f66beba4e2"},
 ]
 
-[[package]]
-name = "pyjwt"
-version = "2.12.1"
-description = "JSON Web Token implementation in Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "pyjwt-2.12.1-py3-none-any.whl", hash = "sha256:28ca37c070cad8ba8cd9790cd940535d40274d22f80ab87f3ac6a713e6e8454c"},
-    {file = "pyjwt-2.12.1.tar.gz", hash = "sha256:c74a7a2adf861c04d002db713dd85f84beb242228e671280bf709d765b03672b"},
-]
-
-[package.dependencies]
-cryptography = {version = ">=3.4.0", optional = true, markers = "extra == \"crypto\""}
-
-[package.extras]
-crypto = ["cryptography (>=3.4.0)"]
-dev = ["coverage[toml] (==7.10.7)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=8.4.2,<9.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
-tests = ["coverage[toml] (==7.10.7)", "pytest (>=8.4.2,<9.0.0)"]
-
-[[package]]
-name = "pynacl"
-version = "1.6.2"
-description = "Python binding to the Networking and Cryptography (NaCl) library"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "pynacl-1.6.2-cp314-cp314t-macosx_10_10_universal2.whl", hash = "sha256:622d7b07cc5c02c666795792931b50c91f3ce3c2649762efb1ef0d5684c81594"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d071c6a9a4c94d79eb665db4ce5cedc537faf74f2355e4d502591d850d3913c0"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fe9847ca47d287af41e82be1dd5e23023d3c31a951da134121ab02e42ac218c9"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:04316d1fc625d860b6c162fff704eb8426b1a8bcd3abacea11142cbd99a6b574"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:44081faff368d6c5553ccf55322ef2819abb40e25afaec7e740f159f74813634"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:a9f9932d8d2811ce1a8ffa79dcbdf3970e7355b5c8eb0c1a881a57e7f7d96e88"},
-    {file = "pynacl-1.6.2-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:bc4a36b28dd72fb4845e5d8f9760610588a96d5a51f01d84d8c6ff9849968c14"},
-    {file = "pynacl-1.6.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:3bffb6d0f6becacb6526f8f42adfb5efb26337056ee0831fb9a7044d1a964444"},
-    {file = "pynacl-1.6.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:2fef529ef3ee487ad8113d287a593fa26f48ee3620d92ecc6f1d09ea38e0709b"},
-    {file = "pynacl-1.6.2-cp314-cp314t-win32.whl", hash = "sha256:a84bf1c20339d06dc0c85d9aea9637a24f718f375d861b2668b2f9f96fa51145"},
-    {file = "pynacl-1.6.2-cp314-cp314t-win_amd64.whl", hash = "sha256:320ef68a41c87547c91a8b58903c9caa641ab01e8512ce291085b5fe2fcb7590"},
-    {file = "pynacl-1.6.2-cp314-cp314t-win_arm64.whl", hash = "sha256:d29bfe37e20e015a7d8b23cfc8bd6aa7909c92a1b8f41ee416bbb3e79ef182b2"},
-    {file = "pynacl-1.6.2-cp38-abi3-macosx_10_10_universal2.whl", hash = "sha256:c949ea47e4206af7c8f604b8278093b674f7c79ed0d4719cc836902bf4517465"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8845c0631c0be43abdd865511c41eab235e0be69c81dc66a50911594198679b0"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:22de65bb9010a725b0dac248f353bb072969c94fa8d6b1f34b87d7953cf7bbe4"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:46065496ab748469cdd999246d17e301b2c24ae2fdf739132e580a0e94c94a87"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8a66d6fb6ae7661c58995f9c6435bda2b1e68b54b598a6a10247bfcdadac996c"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:26bfcd00dcf2cf160f122186af731ae30ab120c18e8375684ec2670dccd28130"},
-    {file = "pynacl-1.6.2-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:c8a231e36ec2cab018c4ad4358c386e36eede0319a0c41fed24f840b1dac59f6"},
-    {file = "pynacl-1.6.2-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:68be3a09455743ff9505491220b64440ced8973fe930f270c8e07ccfa25b1f9e"},
-    {file = "pynacl-1.6.2-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:8b097553b380236d51ed11356c953bf8ce36a29a3e596e934ecabe76c985a577"},
-    {file = "pynacl-1.6.2-cp38-abi3-win32.whl", hash = "sha256:5811c72b473b2f38f7e2a3dc4f8642e3a3e9b5e7317266e4ced1fba85cae41aa"},
-    {file = "pynacl-1.6.2-cp38-abi3-win_amd64.whl", hash = "sha256:62985f233210dee6548c223301b6c25440852e13d59a8b81490203c3227c5ba0"},
-    {file = "pynacl-1.6.2-cp38-abi3-win_arm64.whl", hash = "sha256:834a43af110f743a754448463e8fd61259cd4ab5bbedcf70f9dabad1d28a394c"},
-    {file = "pynacl-1.6.2.tar.gz", hash = "sha256:018494d6d696ae03c7e656e5e74cdfd8ea1326962cc401bcf018f1ed8436811c"},
-]
-
-[package.dependencies]
-cffi = {version = ">=2.0.0", markers = "platform_python_implementation != \"PyPy\" and python_version >= \"3.9\""}
-
-[package.extras]
-docs = ["sphinx (<7)", "sphinx_rtd_theme"]
-tests = ["hypothesis (>=3.27.0)", "pytest (>=7.4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
-
 [[package]]
 name = "pynvml"
 version = "11.5.3"
@@ -6661,18 +5815,18 @@ files = [
 
 [[package]]
 name = "pyopenssl"
-version = "25.3.0"
+version = "26.0.0"
 description = "Python wrapper module around the OpenSSL library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "pyopenssl-25.3.0-py3-none-any.whl", hash = "sha256:1fda6fc034d5e3d179d39e59c1895c9faeaf40a79de5fc4cbbfbe0d36f4a77b6"},
-    {file = "pyopenssl-25.3.0.tar.gz", hash = "sha256:c981cb0a3fd84e8602d7afc209522773b94c1c2446a3c710a75b06fe1beae329"},
+    {file = "pyopenssl-26.0.0-py3-none-any.whl", hash = "sha256:df94d28498848b98cc1c0ffb8ef1e71e40210d3b0a8064c9d29571ed2904bf81"},
+    {file = "pyopenssl-26.0.0.tar.gz", hash = "sha256:f293934e52936f2e3413b89c6ce36df66a0b34ae1ea3a053b8c5020ff2f513fc"},
 ]
 
 [package.dependencies]
-cryptography = ">=45.0.7,<47"
+cryptography = ">=46.0.0,<47"
 typing-extensions = {version = ">=4.9", markers = "python_version < \"3.13\" and python_version >= \"3.8\""}
 
 [package.extras]
@@ -6694,49 +5848,6 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyreadline3"
-version = "3.5.4"
-description = "A python implementation of GNU readline."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "sys_platform == \"win32\""
-files = [
-    {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
-    {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
-]
-
-[package.extras]
-dev = ["build", "flake8", "mypy", "pytest", "twine"]
-
-[[package]]
-name = "pysftp"
-version = "0.2.9"
-description = "A friendly face on SFTP"
-optional = false
-python-versions = "*"
-groups = ["main"]
-files = [
-    {file = "pysftp-0.2.9.tar.gz", hash = "sha256:fbf55a802e74d663673400acd92d5373c1c7ee94d765b428d9f977567ac4854a"},
-]
-
-[package.dependencies]
-paramiko = ">=1.17"
-
-[[package]]
-name = "pysocks"
-version = "1.7.1"
-description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-files = [
-    {file = "PySocks-1.7.1-py27-none-any.whl", hash = "sha256:08e69f092cc6dbe92a0fdd16eeb9b9ffbc13cadfe5ca4c7bd92ffb078b293299"},
-    {file = "PySocks-1.7.1-py3-none-any.whl", hash = "sha256:2725bd0a9925919b9b51739eea5f9e2bae91e83288108a9ad338b2e3a4435ee5"},
-    {file = "PySocks-1.7.1.tar.gz", hash = "sha256:3f8804571ebe159c380ac6de37643bb4685970655d3bba243530d6558b799aa0"},
-]
-
 [[package]]
 name = "pytest"
 version = "8.4.2"
@@ -6857,7 +5968,7 @@ version = "1.2.2"
 description = "Python interpreter discovery"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "commits"]
+groups = ["commits"]
 files = [
     {file = "python_discovery-1.2.2-py3-none-any.whl", hash = "sha256:e1ae95d9af875e78f15e19aed0c6137ab1bb49c200f21f5061786490c9585c7a"},
     {file = "python_discovery-1.2.2.tar.gz", hash = "sha256:876e9c57139eb757cb5878cbdd9ae5379e5d96266c99ef731119e04fffe533bb"},
@@ -7258,47 +6369,12 @@ files = [
 certifi = ">=2023.5.7"
 charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7", optional = true, markers = "extra == \"socks\""}
 urllib3 = ">=1.26,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<8)"]
 
-[[package]]
-name = "requests-auth-aws-sigv4"
-version = "0.7"
-description = "AWS SigV4 Authentication with the python requests module"
-optional = false
-python-versions = ">=2.7, >=3.6"
-groups = ["main"]
-files = [
-    {file = "requests-auth-aws-sigv4-0.7.tar.gz", hash = "sha256:3d2a475cccbf85d4c93b8bd052d072e5c3f8e77022fd621b69a5b11ac2c139c8"},
-    {file = "requests_auth_aws_sigv4-0.7-py3-none-any.whl", hash = "sha256:1f6c7f63a0696a8f131a2ff21a544380f43c11f54d72600f6f2a1d402bd41d41"},
-]
-
-[package.dependencies]
-requests = "*"
-
-[[package]]
-name = "requests-oauthlib"
-version = "2.0.0"
-description = "OAuthlib authentication support for Requests."
-optional = false
-python-versions = ">=3.4"
-groups = ["main"]
-files = [
-    {file = "requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9"},
-    {file = "requests_oauthlib-2.0.0-py2.py3-none-any.whl", hash = "sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36"},
-]
-
-[package.dependencies]
-oauthlib = ">=3.0.0"
-requests = ">=2.0.0"
-
-[package.extras]
-rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
-
 [[package]]
 name = "rich"
 version = "15.0.0"
@@ -7489,24 +6565,6 @@ files = [
     {file = "ruff-0.5.7.tar.gz", hash = "sha256:8dfc0a458797f5d9fb622dd0efc52d796f23f0a1493a9527f4e49a550ae9a7e5"},
 ]
 
-[[package]]
-name = "s3transfer"
-version = "0.16.0"
-description = "An Amazon S3 Transfer Manager"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:18e25d66fed509e3868dc1572b3f427ff947dd2c56f844a5bf09481ad3f3b2fe"},
-    {file = "s3transfer-0.16.0.tar.gz", hash = "sha256:8e990f13268025792229cd52fa10cb7163744bf56e719e0b9cb925ab79abf920"},
-]
-
-[package.dependencies]
-botocore = ">=1.37.4,<2.0a0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a0)"]
-
 [[package]]
 name = "scikit-learn"
 version = "1.8.0"
@@ -7675,22 +6733,6 @@ tqdm = "*"
 dev = ["mypy (==1.19.1)", "scmrepo[tests]", "types-certifi", "types-mock", "types-paramiko", "types-tqdm"]
 tests = ["aioresponses (>=0.7,<0.8)", "paramiko (>=3.4.0,<5)", "proxy.py", "pytest (>=7,<10)", "pytest-asyncio (>=0.23.2,<2)", "pytest-cov (>=4.1.0)", "pytest-docker (>=1,<4)", "pytest-mock"]
 
-[[package]]
-name = "secretstorage"
-version = "3.5.0"
-description = "Python bindings to FreeDesktop.org Secret Service API"
-optional = false
-python-versions = ">=3.10"
-groups = ["main"]
-files = [
-    {file = "secretstorage-3.5.0-py3-none-any.whl", hash = "sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137"},
-    {file = "secretstorage-3.5.0.tar.gz", hash = "sha256:f04b8e4689cbce351744d5537bf6b1329c6fc68f91fa666f60a380edddcd11be"},
-]
-
-[package.dependencies]
-cryptography = ">=2.0"
-jeepney = ">=0.6"
-
 [[package]]
 name = "semver"
 version = "3.0.4"
@@ -7829,6 +6871,28 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "skops"
+version = "0.13.0"
+description = "A set of tools, related to machine learning in production."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "skops-0.13.0-py3-none-any.whl", hash = "sha256:55e2cccb18c86f5916e4cfe5acf55ed7b0eecddf08a151906414c092fa5926dc"},
+    {file = "skops-0.13.0.tar.gz", hash = "sha256:66949fd3c95cbb5c80270fbe40293c0fe1e46cb4a921860e42584dd9c20ebeb1"},
+]
+
+[package.dependencies]
+numpy = ">=1.25.0"
+packaging = ">=17.0"
+prettytable = ">=3.9"
+scikit-learn = ">=1.2"
+scipy = ">=1.10.0"
+
+[package.extras]
+rich = ["rich (>=12)"]
+
 [[package]]
 name = "slicer"
 version = "0.0.8"
@@ -8439,7 +7503,7 @@ version = "21.2.1"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "commits"]
+groups = ["commits"]
 files = [
     {file = "virtualenv-21.2.1-py3-none-any.whl", hash = "sha256:bd16b49c53562b28cf1a3ad2f36edb805ad71301dee70ddc449e5c88a9f919a2"},
     {file = "virtualenv-21.2.1.tar.gz", hash = "sha256:b66ffe81301766c0d5e2208fc3576652c59d44e7b731fc5f5ed701c9b537fa78"},
@@ -8492,23 +7556,6 @@ files = [
     {file = "wcwidth-0.6.0.tar.gz", hash = "sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159"},
 ]
 
-[[package]]
-name = "websocket-client"
-version = "1.9.0"
-description = "WebSocket client for Python with low level API options"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "websocket_client-1.9.0-py3-none-any.whl", hash = "sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef"},
-    {file = "websocket_client-1.9.0.tar.gz", hash = "sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98"},
-]
-
-[package.extras]
-docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx_rtd_theme (>=1.1.0)"]
-optional = ["python-socks", "wsaccel"]
-test = ["pytest", "websockets"]
-
 [[package]]
 name = "werkzeug"
 version = "3.1.8"
@@ -8880,4 +7927,4 @@ testing = ["coverage[toml]", "zope.event", "zope.testing"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.13"
-content-hash = "f93ac01b28e14ff85b88bf75a4366b41073fa2acd7ffdcd8d9b70c3f849cd941"
+content-hash = "4c04d30784db161e422a1f804b050d0517bf3992850d94c7be18ea0c0cbcd879"
diff --git a/pyproject.toml b/pyproject.toml
index 36ca299..2e29b77 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ regression_model_template = "regression_model_template.scripts:main"
 python = ">=3.12,<3.13"
 loguru = "^0.7.2"
 matplotlib = "^3.9.0"
-mlflow = { version = "^2.14.0", extras = ["extras"] }
+mlflow = "^3.10.1"
 numpy = "^1.26.4"
 omegaconf = "^2.3.0"
 pandas = "^2.2.2"
@@ -44,6 +44,7 @@ opentelemetry-exporter-otlp-proto-http = "^1.30.0"
 opentelemetry-exporter-otlp = "^1.30.0"
 confluent-kafka = "^2.8.2"
 fastapi = "^0.115.0"
+pyopenssl = "^26.0.0"
 
 [tool.poetry.group.checks.dependencies]
 bandit = "^1.7.9"
diff --git a/requirements.txt b/requirements.txt
index 8f499f5..377a051 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,3 @@
-adal==1.2.7 ; python_version == "3.12"
 aiofiles==25.1.0 ; python_version == "3.12"
 aiohappyeyeballs==2.6.1 ; python_version == "3.12"
 aiohttp-retry==2.9.1 ; python_version == "3.12"
@@ -12,30 +11,14 @@ annotated-types==0.7.0 ; python_version == "3.12"
 antlr4-python3-runtime==4.9.3 ; python_version == "3.12"
 anyio==4.13.0 ; python_version == "3.12"
 appdirs==1.4.4 ; python_version == "3.12"
-argcomplete==3.5.3 ; python_version == "3.12"
 asgiref==3.11.1 ; python_version == "3.12"
 async-timeout==5.0.1 ; python_version == "3.12"
 asyncssh==2.22.0 ; python_version == "3.12"
 atpublic==7.0.0 ; python_version == "3.12"
 attrs==26.1.0 ; python_version == "3.12"
-azure-common==1.1.28 ; python_version == "3.12"
-azure-core==1.39.0 ; python_version == "3.12"
-azure-graphrbac==0.61.2 ; python_version == "3.12"
-azure-mgmt-authorization==4.0.0 ; python_version == "3.12"
-azure-mgmt-containerregistry==14.0.0 ; python_version == "3.12"
-azure-mgmt-core==1.6.0 ; python_version == "3.12"
-azure-mgmt-keyvault==11.0.0 ; python_version == "3.12"
-azure-mgmt-network==30.0.0 ; python_version == "3.12"
-azure-mgmt-resource==24.0.0 ; python_version == "3.12"
-azure-mgmt-storage==24.0.0 ; python_version == "3.12"
-azureml-core==1.61.0.post3 ; python_version == "3.12"
-backports-tempfile==1.0 ; python_version == "3.12"
-backports-weakref==1.0.post1 ; python_version == "3.12"
-bcrypt==5.0.0 ; python_version == "3.12"
+bandit==1.9.4 ; python_version == "3.12"
 billiard==4.2.4 ; python_version == "3.12"
 blinker==1.9.0 ; python_version == "3.12"
-boto3==1.42.88 ; python_version == "3.12"
-botocore==1.42.88 ; python_version == "3.12"
 brotli==1.2.0 ; python_version == "3.12"
 cachetools==5.5.2 ; python_version == "3.12"
 celery==5.6.3 ; python_version == "3.12"
@@ -50,20 +33,18 @@ cloudpickle==3.1.2 ; python_version == "3.12"
 colorama==0.4.6 ; python_version == "3.12"
 configobj==5.0.9 ; python_version == "3.12"
 confluent-kafka==2.14.0 ; python_version == "3.12"
-contextlib2==21.6.0 ; python_version == "3.12"
 contourpy==1.3.3 ; python_version == "3.12"
+coverage==7.13.5 ; python_version == "3.12"
 cryptography==46.0.7 ; python_version == "3.12"
 cycler==0.12.1 ; python_version == "3.12"
 databricks-sdk==0.102.0 ; python_version == "3.12"
 deprecated==1.3.1 ; python_version == "3.12"
 dictdiffer==0.9.0 ; python_version == "3.12"
 diskcache==5.6.3 ; python_version == "3.12"
-distlib==0.4.0 ; python_version == "3.12"
 distro==1.9.0 ; python_version == "3.12"
 docker==7.1.0 ; python_version == "3.12"
 dpath==2.2.0 ; python_version == "3.12"
 dulwich==1.1.0 ; python_version == "3.12"
-durationpy==0.10 ; python_version == "3.12"
 dvc-data==3.18.3 ; python_version == "3.12"
 dvc-http==2.32.0 ; python_version == "3.12"
 dvc-objects==5.2.0 ; python_version == "3.12"
@@ -72,8 +53,10 @@ dvc-studio-client==0.22.0 ; python_version == "3.12"
 dvc-task==0.40.2 ; python_version == "3.12"
 dvc==3.67.1 ; python_version == "3.12"
 entrypoints==0.4 ; python_version == "3.12"
+execnet==2.1.2 ; python_version == "3.12"
 fastapi==0.115.14 ; python_version == "3.12"
 filelock==3.25.2 ; python_version == "3.12"
+flask-cors==6.0.2 ; python_version == "3.12"
 flask==3.1.3 ; python_version == "3.12"
 flatten-dict==0.4.2 ; python_version == "3.12"
 flufl-lock==9.0.0 ; python_version == "3.12"
@@ -85,12 +68,7 @@ gevent==26.4.0 ; python_version == "3.12"
 geventhttpclient==2.3.9 ; python_version == "3.12"
 gitdb==4.0.12 ; python_version == "3.12"
 gitpython==3.1.46 ; python_version == "3.12"
-google-api-core==2.30.3 ; python_version == "3.12"
 google-auth==2.49.2 ; python_version == "3.12"
-google-cloud-core==2.5.1 ; python_version == "3.12"
-google-cloud-storage==3.10.1 ; python_version == "3.12"
-google-crc32c==1.8.0 ; python_version == "3.12"
-google-resumable-media==2.8.2 ; python_version == "3.12"
 googleapis-common-protos==1.74.0 ; python_version == "3.12"
 grandalf==0.8 ; python_version == "3.12"
 graphene==3.4.3 ; python_version == "3.12"
@@ -101,47 +79,39 @@ grpcio==1.80.0 ; python_version == "3.12"
 gto==1.9.0 ; python_version == "3.12"
 gunicorn==23.0.0 ; python_version == "3.12" and platform_system != "Windows"
 h11==0.16.0 ; python_version == "3.12"
-humanfriendly==10.0 ; python_version == "3.12"
+huey==2.6.0 ; python_version == "3.12"
 hydra-core==1.3.2 ; python_version == "3.12"
 idna==3.11 ; python_version == "3.12"
 importlib-metadata==8.5.0 ; python_version == "3.12"
 importlib-resources==6.5.2 ; python_version == "3.12"
-isodate==0.7.2 ; python_version == "3.12"
+iniconfig==2.3.0 ; python_version == "3.12"
+invoke==2.2.1 ; python_version == "3.12"
 iterative-telemetry==0.0.10 ; python_version == "3.12"
 itsdangerous==2.2.0 ; python_version == "3.12"
-jeepney==0.9.0 ; python_version == "3.12"
 jinja2==3.1.6 ; python_version == "3.12"
-jmespath==1.1.0 ; python_version == "3.12"
 joblib==1.5.3 ; python_version == "3.12"
-jsonpickle==4.1.1 ; python_version == "3.12"
 kiwisolver==1.5.0 ; python_version == "3.12"
-knack==0.12.0 ; python_version == "3.12"
 kombu==5.6.2 ; python_version == "3.12"
-kubernetes==35.0.0 ; python_version == "3.12"
+librt==0.9.0 ; python_version == "3.12" and platform_python_implementation != "PyPy"
 llvmlite==0.47.0 ; python_version == "3.12"
 loguru==0.7.3 ; python_version == "3.12"
 mako==1.3.10 ; python_version == "3.12"
 markdown-it-py==4.0.0 ; python_version == "3.12"
-markdown==3.10.2 ; python_version == "3.12"
 markupsafe==3.0.3 ; python_version == "3.12"
 matplotlib==3.10.8 ; python_version == "3.12"
 mdurl==0.1.2 ; python_version == "3.12"
-mlflow-skinny==2.22.4 ; python_version == "3.12"
-mlflow==2.22.4 ; python_version == "3.12"
+mlflow-skinny==3.11.1 ; python_version == "3.12"
+mlflow-tracing==3.11.1 ; python_version == "3.12"
+mlflow==3.11.1 ; python_version == "3.12"
 mlserver-mlflow==1.7.1 ; python_version == "3.12"
 mlserver==1.7.1 ; python_version == "3.12"
-msal-extensions==1.3.1 ; python_version == "3.12"
-msal==1.36.0 ; python_version == "3.12"
-msrest==0.7.1 ; python_version == "3.12"
-msrestazure==0.6.4.post1 ; python_version == "3.12"
 multidict==6.7.1 ; python_version == "3.12"
 multimethod==1.10 ; python_version == "3.12"
 mypy-extensions==1.1.0 ; python_version == "3.12"
-ndg-httpsclient==0.5.1 ; python_version == "3.12"
+mypy==1.19.1 ; python_version == "3.12"
 networkx==3.6.1 ; python_version == "3.12"
 numba==0.65.0 ; python_version == "3.12"
 numpy==1.26.4 ; python_version == "3.12"
-oauthlib==3.3.1 ; python_version == "3.12"
 omegaconf==2.3.0 ; python_version == "3.12"
 opentelemetry-api==1.30.0 ; python_version == "3.12"
 opentelemetry-exporter-otlp-proto-common==1.30.0 ; python_version == "3.12"
@@ -158,20 +128,19 @@ opentelemetry-semantic-conventions==0.51b0 ; python_version == "3.12"
 opentelemetry-util-http==0.51b0 ; python_version == "3.12"
 orjson==3.11.8 ; python_version == "3.12"
 packaging==24.2 ; python_version == "3.12"
+pandas-stubs==3.0.0.260204 ; python_version == "3.12"
 pandas==2.3.3 ; python_version == "3.12"
 pandera==0.20.4 ; python_version == "3.12"
-paramiko==3.5.1 ; python_version == "3.12"
 pathspec==0.12.1 ; python_version == "3.12"
 pillow==12.2.0 ; python_version == "3.12"
-pkginfo==1.12.1.2 ; python_version == "3.12"
 platformdirs==4.9.6 ; python_version == "3.12"
 plotly==5.24.1 ; python_version == "3.12"
+pluggy==1.6.0 ; python_version == "3.12"
 plyer==2.1.0 ; python_version == "3.12"
+prettytable==3.17.0 ; python_version == "3.12"
 prometheus-client==0.25.0 ; python_version == "3.12"
-prometheus-flask-exporter==0.23.2 ; python_version == "3.12"
 prompt-toolkit==3.0.52 ; python_version == "3.12"
 propcache==0.4.1 ; python_version == "3.12"
-proto-plus==1.27.2 ; python_version == "3.12"
 protobuf==5.29.6 ; python_version == "3.12"
 psutil==6.1.1 ; python_version == "3.12"
 py-grpc-prometheus==0.8.0 ; python_version == "3.12"
@@ -186,32 +155,28 @@ pydot==4.0.1 ; python_version == "3.12"
 pygit2==1.19.2 ; python_version == "3.12"
 pygments==2.20.0 ; python_version == "3.12"
 pygtrie==2.5.0 ; python_version == "3.12"
-pyjwt==2.12.1 ; python_version == "3.12"
-pynacl==1.6.2 ; python_version == "3.12"
 pynvml==11.5.3 ; python_version == "3.12"
-pyopenssl==25.3.0 ; python_version == "3.12"
+pyopenssl==26.0.0 ; python_version == "3.12"
 pyparsing==3.3.2 ; python_version == "3.12"
-pyreadline3==3.5.4 ; python_version == "3.12" and sys_platform == "win32"
-pysftp==0.2.9 ; python_version == "3.12"
-pysocks==1.7.1 ; python_version == "3.12"
+pytest-asyncio==0.23.8 ; python_version == "3.12"
+pytest-cov==5.0.0 ; python_version == "3.12"
+pytest-mock==3.15.1 ; python_version == "3.12"
+pytest-xdist==3.8.0 ; python_version == "3.12"
+pytest==8.4.2 ; python_version == "3.12"
 python-dateutil==2.9.0.post0 ; python_version == "3.12"
-python-discovery==1.2.2 ; python_version == "3.12"
 python-dotenv==1.2.2 ; python_version == "3.12"
 python-multipart==0.0.26 ; python_version == "3.12"
 python-rapidjson==1.23 ; python_version == "3.12"
 pytz==2026.1.post1 ; python_version == "3.12"
 pywin32==311 ; python_version == "3.12" and sys_platform == "win32"
 pyyaml==6.0.3 ; python_version == "3.12"
-requests-auth-aws-sigv4==0.7 ; python_version == "3.12"
-requests-oauthlib==2.0.0 ; python_version == "3.12"
 requests==2.33.1 ; python_version == "3.12"
 rich==15.0.0 ; python_version == "3.12"
 ruamel-yaml==0.19.1 ; python_version == "3.12"
-s3transfer==0.16.0 ; python_version == "3.12"
+ruff==0.5.7 ; python_version == "3.12"
 scikit-learn==1.8.0 ; python_version == "3.12"
 scipy==1.17.1 ; python_version == "3.12"
 scmrepo==3.6.2 ; python_version == "3.12"
-secretstorage==3.5.0 ; python_version == "3.12"
 semver==3.0.4 ; python_version == "3.12"
 setuptools==75.9.1 ; python_version == "3.12"
 shap==0.46.0 ; python_version == "3.12"
@@ -219,6 +184,7 @@ shellingham==1.5.4 ; python_version == "3.12"
 shortuuid==1.0.13 ; python_version == "3.12"
 shtab==1.8.0 ; python_version == "3.12"
 six==1.17.0 ; python_version == "3.12"
+skops==0.13.0 ; python_version == "3.12"
 slicer==0.0.8 ; python_version == "3.12"
 smmap==5.0.3 ; python_version == "3.12"
 sqlalchemy==2.0.49 ; python_version == "3.12"
@@ -226,6 +192,7 @@ sqlparse==0.5.5 ; python_version == "3.12"
 sqltrie==0.11.2 ; python_version == "3.12"
 starlette-exporter==0.23.0 ; python_version == "3.12"
 starlette==0.46.2 ; python_version == "3.12"
+stevedore==5.7.0 ; python_version == "3.12"
 tabulate==0.10.0 ; python_version == "3.12"
 tenacity==9.1.4 ; python_version == "3.12"
 threadpoolctl==3.6.0 ; python_version == "3.12"
@@ -243,11 +210,9 @@ urllib3==2.6.3 ; python_version == "3.12"
 uvicorn==0.44.0 ; python_version == "3.12"
 uvloop==0.22.1 ; sys_platform != "win32" and sys_platform != "cygwin" and platform_python_implementation != "PyPy" and python_version == "3.12"
 vine==5.1.0 ; python_version == "3.12"
-virtualenv==21.2.1 ; python_version == "3.12"
 voluptuous==0.16.0 ; python_version == "3.12"
 waitress==3.0.2 ; python_version == "3.12" and platform_system == "Windows"
 wcwidth==0.6.0 ; python_version == "3.12"
-websocket-client==1.9.0 ; python_version == "3.12"
 werkzeug==3.1.8 ; python_version == "3.12"
 win32-setctime==1.2.0 ; python_version == "3.12" and sys_platform == "win32"
 wrapt==1.17.3 ; python_version == "3.12"
diff --git a/src/regression_model_template/jobs/training.py b/src/regression_model_template/jobs/training.py
index 68c1473..4fd1662 100644
--- a/src/regression_model_template/jobs/training.py
+++ b/src/regression_model_template/jobs/training.py
@@ -122,7 +122,7 @@ def run(self) -> base.Locals:
             client.log_batch(
                 run_id=run.info.run_id,
                 metrics=[
-                    Metric(key=key, value=value, timestamp=int(time.time() * 1000), step=0)  # type: ignore[no-untyped-call]
+                    Metric(key=key, value=value, timestamp=int(time.time() * 1000), step=0)
                     for key, value in metrics_scores.items()
                 ],
             )