diff --git a/python/poetry.lock b/python/poetry.lock
index a26f7e87..55ea485f 100644
--- a/python/poetry.lock
+++ b/python/poetry.lock
@@ -2,42 +2,38 @@
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.13.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main", "integration"]
 files = [
-    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
-    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
+    {file = "anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708"},
+    {file = "anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc"},
 ]
 
 [package.dependencies]
 exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
-sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.32.0)"]
 
 [[package]]
 name = "azure-core"
-version = "1.35.0"
+version = "1.39.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "azure_core-1.35.0-py3-none-any.whl", hash = "sha256:8db78c72868a58f3de8991eb4d22c4d368fae226dac1002998d6c50437e7dad1"},
-    {file = "azure_core-1.35.0.tar.gz", hash = "sha256:c0be528489485e9ede59b6971eb63c1eaacf83ef53001bfe3904e475e972be5c"},
+    {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"
-six = ">=1.11.0"
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -46,14 +42,14 @@ tracing = ["opentelemetry-api (>=1.26,<2.0)"]
 
 [[package]]
 name = "azure-storage-blob"
-version = "12.26.0"
+version = "12.28.0"
 description = "Microsoft Azure Blob Storage Client Library for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "azure_storage_blob-12.26.0-py3-none-any.whl", hash = "sha256:8c5631b8b22b4f53ec5fff2f3bededf34cfef111e2af613ad42c9e6de00a77fe"},
-    {file = "azure_storage_blob-12.26.0.tar.gz", hash = "sha256:5dd7d7824224f7de00bfeb032753601c982655173061e242f13be6e26d78d71f"},
+    {file = "azure_storage_blob-12.28.0-py3-none-any.whl", hash = "sha256:00fb1db28bf6a7b7ecaa48e3b1d5c83bfadacc5a678b77826081304bd87d6461"},
+    {file = "azure_storage_blob-12.28.0.tar.gz", hash = "sha256:e7d98ea108258d29aa0efbfd591b2e2075fa1722a2fae8699f0b3c9de11eff41"},
 ]
 
 [package.dependencies]
@@ -67,14 +63,14 @@ aio = ["azure-core[aio] (>=1.30.0)"]
 
 [[package]]
 name = "babel"
-version = "2.17.0"
+version = "2.18.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 groups = ["benchmark"]
 files = [
-    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
-    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
+    {file = "babel-2.18.0-py3-none-any.whl", hash = "sha256:e2b422b277c2b9a9630c1d7903c2a00d0830c409c59ac8cae9081c92f1aeba35"},
+    {file = "babel-2.18.0.tar.gz", hash = "sha256:b80b99a14bd085fcacfa15c9165f651fbb3406e66cc603abf11c5750937c992d"},
 ]
 
 [package.extras]
@@ -229,34 +225,34 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.39.13"
+version = "1.42.77"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.39.13-py3-none-any.whl", hash = "sha256:8e62c5724dc06a1934fde155a2eb48cb851cc17ad0b5142da9eb9e46fe0355d3"},
-    {file = "boto3-1.39.13.tar.gz", hash = "sha256:ace50ccfc4caba235b020e7d36f0191aa399771cb6fe6e34b4359b671aab1a4b"},
+    {file = "boto3-1.42.77-py3-none-any.whl", hash = "sha256:95eb3ef693068586f70ca3f29c43701c34a9a73d0df413ea7eaff138efa4a6b9"},
+    {file = "boto3-1.42.77.tar.gz", hash = "sha256:c6d9b05e5b86767d4c6ef762f155c891366e5951162f71d030e109fe531f4fd9"},
 ]
 
 [package.dependencies]
-botocore = ">=1.39.13,<1.40.0"
+botocore = ">=1.42.77,<1.43.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.13.0,<0.14.0"
+s3transfer = ">=0.16.0,<0.17.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.39.13"
+version = "1.42.77"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "botocore-1.39.13-py3-none-any.whl", hash = "sha256:6318ae28984d05aaabe92160446d37a2c498951b34a4d5431bc1ec7eb0376417"},
-    {file = "botocore-1.39.13.tar.gz", hash = "sha256:ee8053f34e425a40843daccfa78820d6891f0d4f85fc647ab98f9ba28c36f9e7"},
+    {file = "botocore-1.42.77-py3-none-any.whl", hash = "sha256:807bc2c3825bec6f025506ceeba5f7f111a00de8d58f35c679ee16c8ff6e7b10"},
+    {file = "botocore-1.42.77.tar.gz", hash = "sha256:cbb0ac410fab4aa0839a521329f970b271ec298d67465ed7fa7d095c0dad9f48"},
 ]
 
 [package.dependencies]
@@ -265,18 +261,18 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.8)"]
+crt = ["awscrt (==0.31.2)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.40.73"
+version = "1.42.41"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.9"
 groups = ["lint"]
 files = [
-    {file = "botocore_stubs-1.40.73-py3-none-any.whl", hash = "sha256:1c86e5a74e07d275c5b104aacce8e6231f7fce722c5e7d1ffa075a4547f3ee06"},
-    {file = "botocore_stubs-1.40.73.tar.gz", hash = "sha256:8bd52b9963f70d1d2ae19dc2332d17d4ada8aa59c16c79c3b2afcbc1405daf2c"},
+    {file = "botocore_stubs-1.42.41-py3-none-any.whl", hash = "sha256:9423110fb0e391834bd2ed44ae5f879d8cb370a444703d966d30842ce2bcb5f0"},
+    {file = "botocore_stubs-1.42.41.tar.gz", hash = "sha256:dbeac2f744df6b814ce83ec3f3777b299a015cbea57a2efc41c33b8c38265825"},
 ]
 
 [package.dependencies]
@@ -287,209 +283,263 @@ botocore = ["botocore"]
 
 [[package]]
 name = "certifi"
-version = "2025.7.14"
+version = "2026.2.25"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "integration"]
 files = [
-    {file = "certifi-2025.7.14-py3-none-any.whl", hash = "sha256:6b31f564a415d79ee77df69d757bb49a5bb53bd9f756cbbe24394ffd6fc1f4b2"},
-    {file = "certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995"},
+    {file = "certifi-2026.2.25-py3-none-any.whl", hash = "sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa"},
+    {file = "certifi-2026.2.25.tar.gz", hash = "sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.17.1"
+version = "2.0.0"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_python_implementation != \"PyPy\""
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 [package.dependencies]
-pycparser = "*"
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 [[package]]
 name = "codespell"
-version = "2.4.1"
+version = "2.4.2"
 description = "Fix common misspellings in text files"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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 ]
 
 [package.extras]
@@ -528,100 +578,118 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
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 name = "coverage"
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+version = "7.13.5"
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 [package.dependencies]
@@ -632,90 +700,100 @@ toml = ["tomli ; python_full_version <= \"3.11.0a6\""]
 
 [[package]]
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 optional = false
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+    {file = "css_inline-0.20.1.tar.gz", hash = "sha256:31feb709e515bf1e432d21856d3ed78d99282bd8249cc13bb9e2d3f52e0229d6"},
 ]
 
 [[package]]
@@ -735,15 +813,15 @@ PyYAML = "*"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.3.0"
+version = "1.3.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "integration", "lint", "unit"]
 markers = "python_version == \"3.10\""
 files = [
-    {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
-    {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
+    {file = "exceptiongroup-1.3.1-py3-none-any.whl", hash = "sha256:a7a39a3bd276781e98394987d3a5701d0c4edffb633bb7a5144577f82c773598"},
+    {file = "exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219"},
 ]
 
 [package.dependencies]
@@ -773,21 +851,16 @@ test = ["pytest (>=6.2.4)"]
 
 [[package]]
 name = "filelock"
-version = "3.18.0"
+version = "3.25.2"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["lint"]
 files = [
-    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
-    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
+    {file = "filelock-3.25.2-py3-none-any.whl", hash = "sha256:ca8afb0da15f229774c9ad1b455ed96e85a81373065fb10446672f64444ddf70"},
+    {file = "filelock-3.25.2.tar.gz", hash = "sha256:b64ece2b38f4ca29dd3e810287aa8c48182bbecd1ae6e9ae126c9b35f1382694"},
 ]
 
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2) ; python_version < \"3.11\""]
-
 [[package]]
 name = "great-tables"
 version = "0.16.1"
@@ -829,6 +902,34 @@ files = [
     {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
 ]
 
+[[package]]
+name = "h2"
+version = "4.3.0"
+description = "Pure-Python HTTP/2 protocol implementation"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd"},
+    {file = "h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1"},
+]
+
+[package.dependencies]
+hpack = ">=4.1,<5"
+hyperframe = ">=6.1,<7"
+
+[[package]]
+name = "hpack"
+version = "4.1.0"
+description = "Pure-Python HPACK header encoding"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"},
+    {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"},
+]
+
 [[package]]
 name = "htmltools"
 version = "0.6.0"
@@ -886,6 +987,7 @@ files = [
 [package.dependencies]
 anyio = "*"
 certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
 httpcore = "==1.*"
 idna = "*"
 
@@ -896,16 +998,28 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "hyperframe"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5"},
+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
+]
+
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 groups = ["main", "integration"]
 files = [
-    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
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+    {file = "idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea"},
+    {file = "idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902"},
 ]
 
 [package.extras]
@@ -913,27 +1027,27 @@ all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2
 
 [[package]]
 name = "importlib-metadata"
-version = "8.7.0"
+version = "9.0.0"
 description = "Read metadata from Python packages"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["benchmark"]
 files = [
-    {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
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+    {file = "importlib_metadata-9.0.0-py3-none-any.whl", hash = "sha256:2d21d1cc5a017bd0559e36150c21c830ab1dc304dedd1b7ea85d20f45ef3edd7"},
+    {file = "importlib_metadata-9.0.0.tar.gz", hash = "sha256:a4f57ab599e6a2e3016d7595cfd72eb4661a5106e787a95bcc90c7105b831efc"},
 ]
 
 [package.dependencies]
 zipp = ">=3.20"
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+check = ["pytest-checkdocs (>=2.14)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
+enabler = ["pytest-enabler (>=3.4)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
-type = ["pytest-mypy"]
+test = ["packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy (>=1.0.1) ; platform_python_implementation != \"PyPy\""]
 
 [[package]]
 name = "importlib-resources"
@@ -978,14 +1092,14 @@ kerberos = ["kerberos (>=1.3.0)"]
 
 [[package]]
 name = "iniconfig"
-version = "2.1.0"
+version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.10"
 groups = ["main", "integration", "lint", "unit"]
 files = [
-    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
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+    {file = "iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12"},
+    {file = "iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730"},
 ]
 
 [[package]]
@@ -1020,177 +1134,313 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jmespath"
-version = "1.0.1"
+version = "1.1.0"
 description = "JSON Matching Expressions"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
-    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+    {file = "jmespath-1.1.0-py3-none-any.whl", hash = "sha256:a5663118de4908c91729bea0acadca56526eb2698e83de10cd116ae0f4e97c64"},
+    {file = "jmespath-1.1.0.tar.gz", hash = "sha256:472c87d80f36026ae83c6ddd0f1d05d4e510134ed462851fd5f754c8c3cbb88d"},
 ]
 
 [[package]]
 name = "jubilant"
-version = "1.3.0"
-description = "Juju CLI wrapper for charm integration testing"
+version = "1.7.0"
+description = "Juju CLI wrapper, primarily for charm integration testing"
 optional = false
 python-versions = ">=3.8"
 groups = ["integration"]
 files = [
-    {file = "jubilant-1.3.0-py3-none-any.whl", hash = "sha256:a5ea4a3bf487ab0286eaad0de9df145761657c08beb834931340b9ebb1f41292"},
-    {file = "jubilant-1.3.0.tar.gz", hash = "sha256:ff43d6eb67a986958db6317d7ff3df1c8c160d0c56736628919ac1f7319d444e"},
+    {file = "jubilant-1.7.0-py3-none-any.whl", hash = "sha256:1dcd70eb10299a95ae9fab405a3ce5f01a15513776b7f8eb4cf7b02808c93cdf"},
+    {file = "jubilant-1.7.0.tar.gz", hash = "sha256:46b7c29a4f3336ab16d77d88418dbf8c9d0746e3f80ef42ee4c2d103eff79650"},
 ]
 
 [package.dependencies]
 PyYAML = "==6.*"
 
+[[package]]
+name = "librt"
+version = "0.8.1"
+description = "Mypyc runtime library"
+optional = false
+python-versions = ">=3.9"
+groups = ["lint"]
+markers = "platform_python_implementation != \"PyPy\""
+files = [
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@@ -1467,16 +1728,22 @@ xml = ["lxml (>=4.9.2)"]
 
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+version = "1.0.4"
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+re2 = ["google-re2 (>=1.1)"]
+tests = ["pytest (>=9)", "typing-extensions (>=4.15)"]
+
 [[package]]
 name = "pluggy"
 version = "1.6.0"
@@ -1495,21 +1762,19 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
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+
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 all = ["polars[async,cloudpickle,database,deltalake,excel,fsspec,graph,iceberg,numpy,pandas,plot,pyarrow,pydantic,style,timezone]"]
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 plot = ["altair (>=5.4.0)"]
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 timezone = ["tzdata ; platform_system == \"Windows\""]
 xlsx2csv = ["xlsx2csv (>=0.8.0)"]
 xlsxwriter = ["xlsxwriter"]
 
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 [[package]]
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 [[package]]
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+version = "3.0"
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 optional = false
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+python-versions = ">=3.10"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
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 [[package]]
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 [[package]]
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+version = "9.0.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
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 [[package]]
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 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
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 [package.dependencies]
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+certifi = ">=2023.5.7"
 charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<3"
+urllib3 = ">=1.26,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
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+use-chardet-on-py3 = ["chardet (>=3.0.2,<8)"]
 
 [[package]]
 name = "ruff"
@@ -1894,14 +2200,14 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.13.1"
+version = "0.16.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1922,45 +2228,34 @@ files = [
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 ]
 
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-python-versions = ">=3.7"
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-
 [[package]]
 name = "spark8t"
-version = "1.0.0"
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 description = "This project provides some utilities function and CLI commands to run Spark on K8s."
 optional = false
 python-versions = "<4.0,>=3.10"
 groups = ["main"]
 files = [
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 [package.dependencies]
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-lightkube = ">=0.11"
+jinja2 = ">=3.1.6"
+lightkube = ">=0.19.1"
+typing-extensions = ">=4.15.0,<5.0.0"
 
 [[package]]
 name = "tenacity"
-version = "9.1.2"
+version = "9.1.4"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["integration"]
 files = [
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 ]
 
 [package.extras]
@@ -2005,499 +2300,525 @@ thrift = {version = ">=0.10.0", markers = "python_version >= \"3.0\""}
 
 [[package]]
 name = "tomli"
-version = "2.2.1"
+version = "2.4.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "integration", "lint", "unit"]
 markers = "python_version == \"3.10\""
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+socialmessaging = ["types-boto3-socialmessaging (>=1.42.0,<1.43.0)"]
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+ssm-guiconnect = ["types-boto3-ssm-guiconnect (>=1.42.0,<1.43.0)"]
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+ssm-sap = ["types-boto3-ssm-sap (>=1.42.0,<1.43.0)"]
+sso = ["types-boto3-sso (>=1.42.0,<1.43.0)"]
+sso-admin = ["types-boto3-sso-admin (>=1.42.0,<1.43.0)"]
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+storagegateway = ["types-boto3-storagegateway (>=1.42.0,<1.43.0)"]
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+synthetics = ["types-boto3-synthetics (>=1.42.0,<1.43.0)"]
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+textract = ["types-boto3-textract (>=1.42.0,<1.43.0)"]
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+timestream-query = ["types-boto3-timestream-query (>=1.42.0,<1.43.0)"]
+timestream-write = ["types-boto3-timestream-write (>=1.42.0,<1.43.0)"]
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+translate = ["types-boto3-translate (>=1.42.0,<1.43.0)"]
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+voice-id = ["types-boto3-voice-id (>=1.42.0,<1.43.0)"]
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+workspaces-instances = ["types-boto3-workspaces-instances (>=1.42.0,<1.43.0)"]
+workspaces-thin-client = ["types-boto3-workspaces-thin-client (>=1.42.0,<1.43.0)"]
+workspaces-web = ["types-boto3-workspaces-web (>=1.42.0,<1.43.0)"]
+xray = ["types-boto3-xray (>=1.42.0,<1.43.0)"]
 
 [[package]]
 name = "types-boto3-s3"
-version = "1.40.67"
-description = "Type annotations for boto3 S3 1.40.67 service generated with mypy-boto3-builder 8.11.0"
+version = "1.42.67"
+description = "Type annotations for boto3 S3 1.42.67 service generated with mypy-boto3-builder 8.12.0"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
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+    {file = "types_boto3_s3-1.42.67-py3-none-any.whl", hash = "sha256:beef586290dee0913961fe665997480e912b4acc62ac931afe4a44214c2d4400"},
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 ]
 
 [package.dependencies]
@@ -2505,82 +2826,82 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "types-psycopg2"
-version = "2.9.21.20250718"
+version = "2.9.21.20260223"
 description = "Typing stubs for psycopg2"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["lint"]
 files = [
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+    {file = "types_psycopg2-2.9.21.20260223-py3-none-any.whl", hash = "sha256:c6228ade72d813b0624f4c03feeb89471950ac27cd0506b5debed6f053086bc8"},
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 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20250516"
+version = "6.0.12.20250915"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.9"
 groups = ["lint"]
 files = [
-    {file = "types_pyyaml-6.0.12.20250516-py3-none-any.whl", hash = "sha256:8478208feaeb53a34cb5d970c56a7cd76b72659442e733e268a94dc72b2d0530"},
-    {file = "types_pyyaml-6.0.12.20250516.tar.gz", hash = "sha256:9f21a70216fc0fa1b216a8176db5f9e0af6eb35d2f2932acb87689d03a5bf6ba"},
+    {file = "types_pyyaml-6.0.12.20250915-py3-none-any.whl", hash = "sha256:e7d4d9e064e89a3b3cae120b4990cd370874d2bf12fa5f46c97018dd5d3c9ab6"},
+    {file = "types_pyyaml-6.0.12.20250915.tar.gz", hash = "sha256:0f8b54a528c303f0e6f7165687dd33fafa81c807fcac23f632b63aa624ced1d3"},
 ]
 
 [[package]]
 name = "types-s3transfer"
-version = "0.14.0"
+version = "0.16.0"
 description = "Type annotations and code completion for s3transfer"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["lint"]
 files = [
-    {file = "types_s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:108134854069a38b048e9b710b9b35904d22a9d0f37e4e1889c2e6b58e5b3253"},
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+    {file = "types_s3transfer-0.16.0-py3-none-any.whl", hash = "sha256:1c0cd111ecf6e21437cb410f5cddb631bfb2263b77ad973e79b9c6d0cb24e0ef"},
+    {file = "types_s3transfer-0.16.0.tar.gz", hash = "sha256:b4636472024c5e2b62278c5b759661efeb52a81851cde5f092f24100b1ecb443"},
 ]
 
 [[package]]
 name = "typing-extensions"
-version = "4.14.1"
+version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "benchmark", "integration", "lint", "unit"]
 files = [
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+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
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 ]
 markers = {integration = "python_version <= \"3.12\"", unit = "python_version == \"3.10\""}
 
 [[package]]
 name = "tzdata"
-version = "2025.2"
+version = "2025.3"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["benchmark"]
 files = [
-    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
-    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+    {file = "tzdata-2025.3-py2.py3-none-any.whl", hash = "sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1"},
+    {file = "tzdata-2025.3.tar.gz", hash = "sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "2.5.0"
+version = "2.6.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
-    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+    {file = "urllib3-2.6.3-py3-none-any.whl", hash = "sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4"},
+    {file = "urllib3-2.6.3.tar.gz", hash = "sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.2.0) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=1.2.0.0) ; platform_python_implementation != \"CPython\""]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+zstd = ["backports-zstd (>=1.0.0) ; python_version < \"3.14\""]
 
 [[package]]
 name = "zipp"