diff --git a/apps/numa-udfs/.devcontainer/Dockerfile b/apps/numa-udfs/.devcontainer/Dockerfile
index 26073812..a62c8369 100644
--- a/apps/numa-udfs/.devcontainer/Dockerfile
+++ b/apps/numa-udfs/.devcontainer/Dockerfile
@@ -22,9 +22,9 @@ RUN apt-get update \
 
 WORKDIR /app
 
-COPY numalogic-0.11a0-py3-none-any.whl /app
-COPY numalogic_registry-0.11a0-py3-none-any.whl /app
-COPY numalogic_connectors-0.11a0-py3-none-any.whl /app
+#COPY numalogic-0.11a0-py3-none-any.whl /app
+#COPY numalogic_registry-0.11a0-py3-none-any.whl /app
+#COPY numalogic_connectors-0.11a0-py3-none-any.whl /app
 
 COPY poetry.lock pyproject.toml ./
 
diff --git a/apps/numa-udfs/Dockerfile b/apps/numa-udfs/Dockerfile
index d84ad02d..a4b2791d 100644
--- a/apps/numa-udfs/Dockerfile
+++ b/apps/numa-udfs/Dockerfile
@@ -19,9 +19,9 @@ RUN pip install --no-cache-dir poetry==$POETRY_VERSION
 
 WORKDIR /app
 
-COPY numalogic-0.11a0-py3-none-any.whl /app
-COPY numalogic_registry-0.11a0-py3-none-any.whl /app
-COPY numalogic_connectors-0.11a0-py3-none-any.whl /app
+#COPY numalogic-0.11a0-py3-none-any.whl /app
+#COPY numalogic_registry-0.11a0-py3-none-any.whl /app
+#COPY numalogic_connectors-0.11a0-py3-none-any.whl /app
 
 COPY poetry.lock pyproject.toml ./
 
diff --git a/apps/numa-udfs/poetry.lock b/apps/numa-udfs/poetry.lock
index b49d0382..04ac2418 100644
--- a/apps/numa-udfs/poetry.lock
+++ b/apps/numa-udfs/poetry.lock
@@ -209,17 +209,17 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.118"
+version = "1.34.126"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.118-py3-none-any.whl", hash = "sha256:e9edaf979fbe59737e158f2f0f3f0861ff1d61233f18f6be8ebb483905f24587"},
-    {file = "boto3-1.34.118.tar.gz", hash = "sha256:4eb8019421cb664a6fcbbee6152aa95a28ce8bbc1c4ee263871c09cdd58bf8ee"},
+    {file = "boto3-1.34.126-py3-none-any.whl", hash = "sha256:7f676daef674fe74f34ce4063228eccc6e60c811f574720e31f230296c4bf29a"},
+    {file = "boto3-1.34.126.tar.gz", hash = "sha256:7e8418b47dd43954a9088d504541bed8a42b6d06e712d02befba134c1c4d7c6d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.118,<1.35.0"
+botocore = ">=1.34.126,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -228,13 +228,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.118"
+version = "1.34.126"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.118-py3-none-any.whl", hash = "sha256:e3f6c5636a4394768e81e33a16f5c6ae7f364f512415d423f9b9dc67fc638df4"},
-    {file = "botocore-1.34.118.tar.gz", hash = "sha256:0a3d1ec0186f8b516deb39474de3d226d531f77f92a0f56ad79b80219db3ae9e"},
+    {file = "botocore-1.34.126-py3-none-any.whl", hash = "sha256:7eff883c638fe30e0b036789df32d851e093d12544615a3b90062b42ac85bdbc"},
+    {file = "botocore-1.34.126.tar.gz", hash = "sha256:7a8ccb6a7c02456757a984a3a44331b6f51c94cb8b9b287cd045122fd177a4b0"},
 ]
 
 [package.dependencies]
@@ -243,7 +243,7 @@ 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 (==0.20.9)"]
+crt = ["awscrt (==0.20.11)"]
 
 [[package]]
 name = "bottleneck"
@@ -664,43 +664,43 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.7"
+version = "42.0.8"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:a987f840718078212fdf4504d0fd4c6effe34a7e4740378e59d47696e8dfb477"},
-    {file = "cryptography-42.0.7-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:bd13b5e9b543532453de08bcdc3cc7cebec6f9883e886fd20a92f26940fd3e7a"},
-    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a79165431551042cc9d1d90e6145d5d0d3ab0f2d66326c201d9b0e7f5bf43604"},
-    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a47787a5e3649008a1102d3df55424e86606c9bae6fb77ac59afe06d234605f8"},
-    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:02c0eee2d7133bdbbc5e24441258d5d2244beb31da5ed19fbb80315f4bbbff55"},
-    {file = "cryptography-42.0.7-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:5e44507bf8d14b36b8389b226665d597bc0f18ea035d75b4e53c7b1ea84583cc"},
-    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:7f8b25fa616d8b846aef64b15c606bb0828dbc35faf90566eb139aa9cff67af2"},
-    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:93a3209f6bb2b33e725ed08ee0991b92976dfdcf4e8b38646540674fc7508e13"},
-    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:e6b8f1881dac458c34778d0a424ae5769de30544fc678eac51c1c8bb2183e9da"},
-    {file = "cryptography-42.0.7-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3de9a45d3b2b7d8088c3fbf1ed4395dfeff79d07842217b38df14ef09ce1d8d7"},
-    {file = "cryptography-42.0.7-cp37-abi3-win32.whl", hash = "sha256:789caea816c6704f63f6241a519bfa347f72fbd67ba28d04636b7c6b7da94b0b"},
-    {file = "cryptography-42.0.7-cp37-abi3-win_amd64.whl", hash = "sha256:8cb8ce7c3347fcf9446f201dc30e2d5a3c898d009126010cbd1f443f28b52678"},
-    {file = "cryptography-42.0.7-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:a3a5ac8b56fe37f3125e5b72b61dcde43283e5370827f5233893d461b7360cd4"},
-    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:779245e13b9a6638df14641d029add5dc17edbef6ec915688f3acb9e720a5858"},
-    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d563795db98b4cd57742a78a288cdbdc9daedac29f2239793071fe114f13785"},
-    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:31adb7d06fe4383226c3e963471f6837742889b3c4caa55aac20ad951bc8ffda"},
-    {file = "cryptography-42.0.7-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:efd0bf5205240182e0f13bcaea41be4fdf5c22c5129fc7ced4a0282ac86998c9"},
-    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a9bc127cdc4ecf87a5ea22a2556cab6c7eda2923f84e4f3cc588e8470ce4e42e"},
-    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:3577d029bc3f4827dd5bf8bf7710cac13527b470bbf1820a3f394adb38ed7d5f"},
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-    {file = "cryptography-42.0.7-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:1a58839984d9cb34c855197043eaae2c187d930ca6d644612843b4fe8513c886"},
-    {file = "cryptography-42.0.7-cp39-abi3-win32.whl", hash = "sha256:e6b79d0adb01aae87e8a44c2b64bc3f3fe59515280e00fb6d57a7267a2583cda"},
-    {file = "cryptography-42.0.7-cp39-abi3-win_amd64.whl", hash = "sha256:16268d46086bb8ad5bf0a2b5544d8a9ed87a0e33f5e77dd3c3301e63d941a83b"},
-    {file = "cryptography-42.0.7-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:2954fccea107026512b15afb4aa664a5640cd0af630e2ee3962f2602693f0c82"},
-    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:362e7197754c231797ec45ee081f3088a27a47c6c01eff2ac83f60f85a50fe60"},
-    {file = "cryptography-42.0.7-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:4f698edacf9c9e0371112792558d2f705b5645076cc0aaae02f816a0171770fd"},
-    {file = "cryptography-42.0.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5482e789294854c28237bba77c4c83be698be740e31a3ae5e879ee5444166582"},
-    {file = "cryptography-42.0.7-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:e9b2a6309f14c0497f348d08a065d52f3020656f675819fc405fb63bbcd26562"},
-    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:d8e3098721b84392ee45af2dd554c947c32cc52f862b6a3ae982dbb90f577f14"},
-    {file = "cryptography-42.0.7-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c65f96dad14f8528a447414125e1fc8feb2ad5a272b8f68477abbcc1ea7d94b9"},
-    {file = "cryptography-42.0.7-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:36017400817987670037fbb0324d71489b6ead6231c9604f8fc1f7d008087c68"},
-    {file = "cryptography-42.0.7.tar.gz", hash = "sha256:ecbfbc00bf55888edda9868a4cf927205de8499e7fabe6c050322298382953f2"},
+    {file = "cryptography-42.0.8-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:81d8a521705787afe7a18d5bfb47ea9d9cc068206270aad0b96a725022e18d2e"},
+    {file = "cryptography-42.0.8-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:961e61cefdcb06e0c6d7e3a1b22ebe8b996eb2bf50614e89384be54c48c6b63d"},
+    {file = "cryptography-42.0.8-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e3ec3672626e1b9e55afd0df6d774ff0e953452886e06e0f1eb7eb0c832e8902"},
+    {file = "cryptography-42.0.8-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e599b53fd95357d92304510fb7bda8523ed1f79ca98dce2f43c115950aa78801"},
+    {file = "cryptography-42.0.8-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:5226d5d21ab681f432a9c1cf8b658c0cb02533eece706b155e5fbd8a0cdd3949"},
+    {file = "cryptography-42.0.8-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:6b7c4f03ce01afd3b76cf69a5455caa9cfa3de8c8f493e0d3ab7d20611c8dae9"},
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+    {file = "cryptography-42.0.8-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:9c0c1716c8447ee7dbf08d6db2e5c41c688544c61074b54fc4564196f55c25a7"},
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+    {file = "cryptography-42.0.8-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:31f721658a29331f895a5a54e7e82075554ccfb8b163a18719d342f5ffe5ecb1"},
+    {file = "cryptography-42.0.8-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:b297f90c5723d04bcc8265fc2a0f86d4ea2e0f7ab4b6994459548d3a6b992a14"},
+    {file = "cryptography-42.0.8-cp39-abi3-win32.whl", hash = "sha256:2f88d197e66c65be5e42cd72e5c18afbfae3f741742070e3019ac8f4ac57262c"},
+    {file = "cryptography-42.0.8-cp39-abi3-win_amd64.whl", hash = "sha256:fa76fbb7596cc5839320000cdd5d0955313696d9511debab7ee7278fc8b5c84a"},
+    {file = "cryptography-42.0.8-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ba4f0a211697362e89ad822e667d8d340b4d8d55fae72cdd619389fb5912eefe"},
+    {file = "cryptography-42.0.8-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:81884c4d096c272f00aeb1f11cf62ccd39763581645b0812e99a91505fa48e0c"},
+    {file = "cryptography-42.0.8-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c9bb2ae11bfbab395bdd072985abde58ea9860ed84e59dbc0463a5d0159f5b71"},
+    {file = "cryptography-42.0.8-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:7016f837e15b0a1c119d27ecd89b3515f01f90a8615ed5e9427e30d9cdbfed3d"},
+    {file = "cryptography-42.0.8-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:5a94eccb2a81a309806027e1670a358b99b8fe8bfe9f8d329f27d72c094dde8c"},
+    {file = "cryptography-42.0.8-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:dec9b018df185f08483f294cae6ccac29e7a6e0678996587363dc352dc65c842"},
+    {file = "cryptography-42.0.8-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:343728aac38decfdeecf55ecab3264b015be68fc2816ca800db649607aeee648"},
+    {file = "cryptography-42.0.8-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:013629ae70b40af70c9a7a5db40abe5d9054e6f4380e50ce769947b73bf3caad"},
+    {file = "cryptography-42.0.8.tar.gz", hash = "sha256:8d09d05439ce7baa8e9e95b07ec5b6c886f548deb7e0f69ef25f64b3bce842f2"},
 ]
 
 [package.dependencies]
@@ -812,18 +812,18 @@ probabilistic = ["pyprobables (>=0.6,<0.7)"]
 
 [[package]]
 name = "filelock"
-version = "3.14.0"
+version = "3.15.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
-    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
+    {file = "filelock-3.15.1-py3-none-any.whl", hash = "sha256:71b3102950e91dfc1bb4209b64be4dc8854f40e5f534428d8684f953ac847fac"},
+    {file = "filelock-3.15.1.tar.gz", hash = "sha256:58a2549afdf9e02e10720eaa4d4470f56386d7a6f72edd7d0596337af8ed7ad8"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -993,13 +993,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.5.0"
+version = "2024.6.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2024.5.0-py3-none-any.whl", hash = "sha256:e0fdbc446d67e182f49a70b82cf7889028a63588fde6b222521f10937b2b670c"},
-    {file = "fsspec-2024.5.0.tar.gz", hash = "sha256:1d021b0b0f933e3b3029ed808eb400c08ba101ca2de4b3483fbc9ca23fcee94a"},
+    {file = "fsspec-2024.6.0-py3-none-any.whl", hash = "sha256:58d7122eb8a1a46f7f13453187bfea4972d66bf01618d37366521b1998034cee"},
+    {file = "fsspec-2024.6.0.tar.gz", hash = "sha256:f579960a56e6d8038a9efc8f9c77279ec12e6299aa86b0769a7e9c46b94527c2"},
 ]
 
 [package.dependencies]
@@ -1011,6 +1011,7 @@ adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
 dev = ["pre-commit", "ruff"]
+doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1089,13 +1090,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.29.0"
+version = "2.30.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.29.0.tar.gz", hash = "sha256:672dff332d073227550ffc7457868ac4218d6c500b155fe6cc17d2b13602c360"},
-    {file = "google_auth-2.29.0-py2.py3-none-any.whl", hash = "sha256:d452ad095688cd52bae0ad6fafe027f6a6d6f560e810fec20914e17a09526415"},
+    {file = "google-auth-2.30.0.tar.gz", hash = "sha256:ab630a1320f6720909ad76a7dbdb6841cdf5c66b328d690027e4867bdfb16688"},
+    {file = "google_auth-2.30.0-py2.py3-none-any.whl", hash = "sha256:8df7da660f62757388b8a7f249df13549b3373f24388cb5d2f1dd91cc18180b5"},
 ]
 
 [package.dependencies]
@@ -1626,32 +1627,32 @@ typing = ["mypy (>=1.0.0)", "types-setuptools"]
 
 [[package]]
 name = "llvmlite"
-version = "0.42.0"
+version = "0.43.0"
 description = "lightweight wrapper around basic LLVM functionality"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "llvmlite-0.43.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc9efc739cc6ed760f795806f67889923f7274276f0eb45092a1473e40d9b867"},
+    {file = "llvmlite-0.43.0-cp39-cp39-win_amd64.whl", hash = "sha256:47e147cdda9037f94b399bf03bfd8a6b6b1f2f90be94a454e3386f006455a9b4"},
+    {file = "llvmlite-0.43.0.tar.gz", hash = "sha256:ae2b5b5c3ef67354824fb75517c8db5fbe93bc02cd9671f3c62271626bc041d5"},
 ]
 
 [[package]]
@@ -1795,13 +1796,13 @@ tbb = "==2021.*"
 
 [[package]]
 name = "mlflow-skinny"
-version = "2.13.1"
+version = "2.13.2"
 description = "MLflow is an open source platform for the complete machine learning lifecycle"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mlflow_skinny-2.13.1-py3-none-any.whl", hash = "sha256:0c792050a64f2e6b774b83b5093a78b9f4c1e6b1d3ae004b563fcf43f9344699"},
-    {file = "mlflow_skinny-2.13.1.tar.gz", hash = "sha256:c08a734d92e27092a2b407e808db7a817d8f0b0b13883fcefb3460903bdb8de5"},
+    {file = "mlflow_skinny-2.13.2-py3-none-any.whl", hash = "sha256:af5c4f0a658ce16cf695069c548d377fe93d6831ffb7129df1170fec11c2f155"},
+    {file = "mlflow_skinny-2.13.2.tar.gz", hash = "sha256:76ec6d5d8d54f022634d878cfebaed2ddd6acff982ec3391aacde91b5343d603"},
 ]
 
 [package.dependencies]
@@ -2026,23 +2027,24 @@ test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nodeenv"
-version = "1.9.0"
+version = "1.9.1"
 description = "Node.js virtual environment builder"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
-    {file = "nodeenv-1.9.0-py2.py3-none-any.whl", hash = "sha256:508ecec98f9f3330b636d4448c0f1a56fc68017c68f1e7857ebc52acf0eb879a"},
-    {file = "nodeenv-1.9.0.tar.gz", hash = "sha256:07f144e90dae547bf0d4ee8da0ee42664a42a04e02ed68e06324348dafe4bdb1"},
+    {file = "nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9"},
+    {file = "nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f"},
 ]
 
 [[package]]
 name = "numalogic"
-version = "0.11a0"
+version = "0.12.0.dev2"
 description = "Collection of operational Machine Learning models and tools."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "numalogic-0.11a0-py3-none-any.whl", hash = "sha256:22a88342757a6ac81259797ae741c3eafc1cc590d830bd1c292f56cc08bb2b87"},
+    {file = "numalogic-0.12.0.dev2-py3-none-any.whl", hash = "sha256:27e9db2c344b8afa11b79e8048f52119f867f8a1276a9209be60537b9ec6f70a"},
+    {file = "numalogic-0.12.0.dev2.tar.gz", hash = "sha256:9c015936b773019fc33298adb35856d7b60f987bb6c1f48cb1e8b4d6272ee929"},
 ]
 
 [package.dependencies]
@@ -2058,21 +2060,24 @@ dev = ["black (>23.0)", "matplotlib (>=3.4)", "pre-commit (>=3.3)", "pytest (>=7
 jupyter = ["black[jupyter]", "ipykernel (>=6.15)", "ipympl (>=0.9)", "ipython-autotime (>=0.3)", "jupyter (>=1.0)"]
 
 [package.source]
-type = "file"
-url = "numalogic-0.11a0-py3-none-any.whl"
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
 
 [[package]]
 name = "numalogic-connectors"
-version = "0.11a0"
+version = "0.12.0.dev2"
 description = "Data Connectors for Numalogic."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "numalogic_connectors-0.11a0-py3-none-any.whl", hash = "sha256:87b4c55c513ec38910875376499fbd128a132cc77451af81a6316849ffb3fd25"},
+    {file = "numalogic_connectors-0.12.0.dev2-py3-none-any.whl", hash = "sha256:bf05fb2c0ca5ab721d715526a55c7222ba8cd0508151a5f0323a2c69729c4e64"},
+    {file = "numalogic_connectors-0.12.0.dev2.tar.gz", hash = "sha256:f5ba90a580ebd987485d9bea2737f1776b389582dc339cecc82d93931d764ed2"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.20"
+numalogic = "*"
 omegaconf = ">=2.3"
 orjson = ">=3.9"
 pydruid = ">=0.6"
@@ -2084,65 +2089,69 @@ requests = ">=2.0"
 dev = ["black (>23.0)", "deepdiff (>=6.5.0)", "fakeredis (>=2.10)", "freezegun (>=1.2)", "moto (>=4.1)", "pre-commit (>=3.3)", "pytest (>=7.0)", "pytest-cov (>=4.0)", "pytest-mock (>=3.12)", "ruff (>=0.0.275)"]
 
 [package.source]
-type = "file"
-url = "numalogic_connectors-0.11a0-py3-none-any.whl"
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
 
 [[package]]
 name = "numalogic-registry"
-version = "0.11a0"
+version = "0.12.0.dev2"
 description = "Collection of operational Machine Learning models and tools."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "numalogic_registry-0.11a0-py3-none-any.whl", hash = "sha256:b26fbc8c0002a5a11cba108742dc313c745ce84c7ff2d7ed26faa0a10a01d983"},
+    {file = "numalogic_registry-0.12.0.dev2-py3-none-any.whl", hash = "sha256:af7f74187c428afeb42aac3e9de01b3c2ecaa7ffe501d73ac6075c0dabcddfaa"},
+    {file = "numalogic_registry-0.12.0.dev2.tar.gz", hash = "sha256:f311430c1821e25d5d8023465fe87ff88111040b3680a6da4f1dac29f26fa620"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.20"
 mlflow-skinny = ">2.0"
 numalogic = "*"
+orjson = ">=3.9"
 redis = {version = ">=4.0", extras = ["hiredis"]}
 
 [package.extras]
-dev = ["black (>23.0)", "fakeredis (>=2.10)", "moto[dynamodb,s3] (>=5.0)", "pre-commit (>=3.3)", "pytest (>=7.0)", "pytest-cov (>=4.0)", "pytest-mock (>=3.12)", "ruff (>=0.0.275)", "torchinfo"]
+dev = ["black (>23.0)", "fakeredis (>=2.10)", "freezegun (>=1.4)", "moto[dynamodb,s3] (>=5.0)", "pre-commit (>=3.3)", "pytest (>=7.0)", "pytest-cov (>=4.0)", "pytest-mock (>=3.12)", "ruff (>=0.0.275)", "torchinfo"]
 
 [package.source]
-type = "file"
-url = "numalogic_registry-0.11a0-py3-none-any.whl"
+type = "legacy"
+url = "https://test.pypi.org/simple"
+reference = "testpypi"
 
 [[package]]
 name = "numba"
-version = "0.59.1"
+version = "0.60.0"
 description = "compiling Python code using LLVM"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
 [[package]]
@@ -2966,13 +2939,13 @@ six = ">=1.5"
 
 [[package]]
 name = "pytorch-lightning"
-version = "2.2.5"
+version = "2.3.0"
 description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytorch-lightning-2.2.5.tar.gz", hash = "sha256:8d06d0166e2204f82864f5d2b53a367c2c375d9cd5a7f6174434b2dffeaef7e9"},
-    {file = "pytorch_lightning-2.2.5-py3-none-any.whl", hash = "sha256:67a7800863326914f68f6afd68f427855ef2315b4f00d554be8ea4c0f0557fd8"},
+    {file = "pytorch-lightning-2.3.0.tar.gz", hash = "sha256:89caf90e3543b314508493f26e0eca8d5e10e43e3d9e6c143acd8ddceb584ce2"},
+    {file = "pytorch_lightning-2.3.0-py3-none-any.whl", hash = "sha256:b8eec361f4342ca628d0d8e6985511c9515435e4db62c5e982bb1c53a5a5140a"},
 ]
 
 [package.dependencies]
@@ -2981,17 +2954,17 @@ lightning-utilities = ">=0.8.0"
 numpy = ">=1.17.2"
 packaging = ">=20.0"
 PyYAML = ">=5.4"
-torch = ">=1.13.0"
+torch = ">=2.0.0"
 torchmetrics = ">=0.7.0"
 tqdm = ">=4.57.0"
 typing-extensions = ">=4.4.0"
 
 [package.extras]
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-examples = ["gym[classic-control] (>=0.17.0)", "ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.14.0)"]
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+dev = ["bitsandbytes (>=0.42.0)", "cloudpickle (>=1.3)", "coverage (==7.3.1)", "deepspeed (>=0.8.2,<=0.9.3)", "fastapi", "hydra-core (>=1.0.5)", "ipython[all] (<8.15.0)", "jsonargparse[signatures] (>=4.27.7)", "lightning-utilities (>=0.8.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.5)", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "requests (<2.32.0)", "rich (>=12.3.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "tensorboardX (>=2.2)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)", "uvicorn"]
+examples = ["ipython[all] (<8.15.0)", "lightning-utilities (>=0.8.0)", "requests (<2.32.0)", "torchmetrics (>=0.10.0)", "torchvision (>=0.15.0)"]
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 strategies = ["deepspeed (>=0.8.2,<=0.9.3)"]
 test = ["cloudpickle (>=1.3)", "coverage (==7.3.1)", "fastapi", "onnx (>=0.14.0)", "onnxruntime (>=0.15.0)", "pandas (>1.0)", "psutil (<5.9.6)", "pytest (==7.4.0)", "pytest-cov (==4.1.0)", "pytest-random-order (==1.1.0)", "pytest-rerunfailures (==12.0)", "pytest-timeout (==2.1.0)", "scikit-learn (>0.22.1)", "tensorboard (>=2.9.1)", "uvicorn"]
 
@@ -3068,13 +3041,13 @@ files = [
 
 [[package]]
 name = "redis"
-version = "5.0.4"
+version = "5.0.6"
 description = "Python client for Redis database and key-value store"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3108,13 +3081,13 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "responses"
-version = "0.25.0"
+version = "0.25.2"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3389,31 +3362,31 @@ files = [
 
 [[package]]
 name = "torch"
-version = "2.3.0"
+version = "2.3.1"
 description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -3434,7 +3407,7 @@ nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"
 nvidia-nccl-cu12 = {version = "2.20.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""}
 sympy = "*"
-triton = {version = "2.3.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
+triton = {version = "2.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.12\""}
 typing-extensions = ">=4.8.0"
 
 [package.extras]
@@ -3503,17 +3476,17 @@ telegram = ["requests"]
 
 [[package]]
 name = "triton"
-version = "2.3.0"
+version = "2.3.1"
 description = "A language and compiler for custom Deep Learning operations"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -3526,13 +3499,13 @@ tutorials = ["matplotlib", "pandas", "tabulate", "torch"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.1"
+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"},
-    {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"},
+    {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
+    {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
 [[package]]
@@ -3795,20 +3768,20 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.19.1"
+version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.1-py3-none-any.whl", hash = "sha256:2828e64edb5386ea6a52e7ba7cdb17bb30a73a858f5eb6eb93d8d36f5ea26091"},
-    {file = "zipp-3.19.1.tar.gz", hash = "sha256:35427f6d5594f4acf82d25541438348c26736fa9b3afa2754bcd63cdb99d8e8f"},
+    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
+    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
 ]
 
 [package.extras]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.11"
-content-hash = "0b78839a425cb747d18016a758fdbf009b71c7a0734d0d19f93ddb02fa626e92"
+content-hash = "b6fcb057f113fad2998c450c9c2aa084b07c419e3e5a09f43423d9bef6350806"
diff --git a/apps/numa-udfs/pyproject.toml b/apps/numa-udfs/pyproject.toml
index 00a20076..57471725 100644
--- a/apps/numa-udfs/pyproject.toml
+++ b/apps/numa-udfs/pyproject.toml
@@ -7,12 +7,12 @@ readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "~3.11"
-#numalogic = "~0.11.0"
-numalogic = {path = "numalogic-0.11a0-py3-none-any.whl"}
-#numalogic-connectors = "*"
-numalogic-connectors = {path = "numalogic_connectors-0.11a0-py3-none-any.whl"}
-#numalogic-registry = "*"
-numalogic-registry = {path = "numalogic_registry-0.11a0-py3-none-any.whl"}
+numalogic = { version = "0.12.0.dev2", source = "testpypi" }
+# numalogic = {path = "numalogic-0.11a0-py3-none-any.whl"}
+numalogic-connectors = { version = "0.12.0.dev2", source = "testpypi" }
+# numalogic-connectors = {path = "numalogic_connectors-0.11a0-py3-none-any.whl"}
+numalogic-registry = { version = "0.12.0.dev2", source = "testpypi" }
+# numalogic-registry = {path = "numalogic_registry-0.11a0-py3-none-any.whl"}
 pynumaflow = "~0.6"
 structlog = "^24.1.0"
 prometheus_client = "^0.18.0"
@@ -32,6 +32,10 @@ moto = "~4.1"
 deepdiff = "^6.5.0"
 pytest-mock = "^3.12.0"
 
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
 
 [tool.black]
 line-length = 100