diff --git a/poetry.lock b/poetry.lock
index 94ecaab..239dc82 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,11 @@
+[[package]]
+name = "absl-py"
+version = "1.3.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "aiohttp"
 version = "3.8.3"
@@ -56,6 +64,18 @@ tornado = ["tornado (>=4.3)"]
 twisted = ["twisted"]
 zookeeper = ["kazoo"]
 
+[[package]]
+name = "astunparse"
+version = "1.6.3"
+description = "An AST unparser for Python"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = ">=1.6.1,<2.0"
+wheel = ">=0.23.0,<1.0"
+
 [[package]]
 name = "async-timeout"
 version = "4.0.2"
@@ -108,6 +128,14 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
+[[package]]
+name = "cachetools"
+version = "5.2.0"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.7"
+
 [[package]]
 name = "certifi"
 version = "2022.9.24"
@@ -156,7 +184,7 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7
 
 [[package]]
 name = "DataProfiler"
-version = "0.8.2.post1"
+version = "0.8.1"
 description = "What is in your data? Detect schema, statistics and entities in almost any file."
 category = "main"
 optional = false
@@ -168,6 +196,7 @@ charset-normalizer = ">=1.3.6"
 fastavro = ">=1.0.0.post1"
 future = ">=0.18.2"
 h5py = ">=2.10.0"
+keras = {version = ">=2.4.3", optional = true, markers = "extra == \"ml\""}
 networkx = "2.5.1"
 numpy = ">=1.21.1"
 pandas = ">=1.1.2"
@@ -176,16 +205,19 @@ pyarrow = ">=1.0.1"
 python-dateutil = ">=2.7.5"
 python-snappy = ">=0.5.4"
 pytz = ">=2020.1"
+rapidfuzz = {version = ">=2.6.1", optional = true, markers = "extra == \"ml\""}
 requests = "2.27.1"
+scikit-learn = {version = ">=0.23.2", optional = true, markers = "extra == \"ml\""}
 scipy = ">=1.4.1"
 six = ">=1.15.0"
-typing-extensions = "3.10.0.2"
+tensorflow-gpu = {version = ">=2.6.4", optional = true, markers = "sys_platform == \"linux\" and extra == \"ml\""}
+tqdm = {version = ">=4.0.0", optional = true, markers = "extra == \"ml\""}
 wheel = ">=0.33.1"
 
 [package.extras]
-full = ["keras (>=2.4.3)", "matplotlib (>=3.3.3,<3.6.1)", "rapidfuzz (>=2.6.1)", "scikit-learn (>=0.23.2)", "seaborn (>=0.11.1)", "tensorflow (>=2.6.4)", "tensorflow-gpu (>=2.6.4)", "tqdm (>=4.0.0)"]
+full = ["keras (>=2.4.3)", "matplotlib (>=3.3.3)", "rapidfuzz (>=2.6.1)", "scikit-learn (>=0.23.2)", "seaborn (>=0.11.1)", "tensorflow (>=2.6.4)", "tensorflow-gpu (>=2.6.4)", "tqdm (>=4.0.0)"]
 ml = ["keras (>=2.4.3)", "rapidfuzz (>=2.6.1)", "scikit-learn (>=0.23.2)", "tensorflow (>=2.6.4)", "tensorflow-gpu (>=2.6.4)", "tqdm (>=4.0.0)"]
-reports = ["matplotlib (>=3.3.3,<3.6.1)", "seaborn (>=0.11.1)"]
+reports = ["matplotlib (>=3.3.3)", "seaborn (>=0.11.1)"]
 
 [[package]]
 name = "decorator"
@@ -209,6 +241,14 @@ lz4 = ["lz4"]
 snappy = ["python-snappy"]
 zstandard = ["zstandard"]
 
+[[package]]
+name = "flatbuffers"
+version = "22.10.26"
+description = "The FlatBuffers serialization format for Python"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "frozenlist"
 version = "1.3.1"
@@ -233,6 +273,60 @@ category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
+[[package]]
+name = "gast"
+version = "0.4.0"
+description = "Python AST that abstracts the underlying Python version"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "google-auth"
+version = "2.13.0"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+six = ">=1.9.0"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
+enterprise_cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+
+[[package]]
+name = "google-auth-oauthlib"
+version = "0.4.6"
+description = "Google Authentication Library"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+google-auth = ">=1.0.0"
+requests-oauthlib = ">=0.7.0"
+
+[package.extras]
+tool = ["click (>=6.0.0)"]
+
+[[package]]
+name = "google-pasta"
+version = "0.2.0"
+description = "pasta is an AST-based Python refactoring library"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "greenlet"
 version = "1.1.3.post0"
@@ -244,6 +338,20 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 [package.extras]
 docs = ["Sphinx"]
 
+[[package]]
+name = "grpcio"
+version = "1.50.0"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.50.0)"]
+
 [[package]]
 name = "h5py"
 version = "3.7.0"
@@ -300,6 +408,66 @@ pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
 requirements_deprecated_finder = ["pip-api", "pipreqs"]
 
+[[package]]
+name = "joblib"
+version = "1.2.0"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "keras"
+version = "2.10.0"
+description = "Deep learning for humans."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "Keras-Preprocessing"
+version = "1.1.2"
+description = "Easy data preprocessing and data augmentation for deep learning models"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+numpy = ">=1.9.1"
+six = ">=1.9.0"
+
+[package.extras]
+image = ["Pillow (>=5.2.0)", "scipy (>=0.14)"]
+pep8 = ["flake8"]
+tests = ["Pillow", "keras", "pandas", "pytest", "pytest-cov", "pytest-xdist", "tensorflow"]
+
+[[package]]
+name = "libclang"
+version = "14.0.6"
+description = "Clang Python Bindings, mirrored from the official LLVM repo: https://github.com/llvm/llvm-project/tree/main/clang/bindings/python, to make the installation process easier."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "Markdown"
+version = "3.3.4"
+description = "Python implementation of Markdown."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+testing = ["coverage", "pyyaml"]
+
+[[package]]
+name = "MarkupSafe"
+version = "2.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "multidict"
 version = "6.0.2"
@@ -348,6 +516,19 @@ category = "main"
 optional = false
 python-versions = ">=3.8"
 
+[[package]]
+name = "oauthlib"
+version = "3.2.2"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+rsa = ["cryptography (>=3.0.0)"]
+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
 name = "odd-collector-sdk"
 version = "0.3.4"
@@ -389,11 +570,26 @@ python-versions = ">=3.7,<4.0"
 [package.dependencies]
 pydantic = ">=1.8.2,<2.0.0"
 
+[[package]]
+name = "opt-einsum"
+version = "3.3.0"
+description = "Optimizing numpys einsum function"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+numpy = ">=1.7"
+
+[package.extras]
+docs = ["numpydoc", "sphinx (==1.2.3)", "sphinx-rtd-theme", "sphinxcontrib-napoleon"]
+tests = ["pytest", "pytest-cov", "pytest-pep8"]
+
 [[package]]
 name = "packaging"
 version = "21.3"
 description = "Core utilities for Python packages"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 
@@ -451,6 +647,14 @@ python-versions = ">=3.6"
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "protobuf"
+version = "3.19.6"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
 [[package]]
 name = "psutil"
 version = "5.9.3"
@@ -503,6 +707,25 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.6"
 
+[[package]]
+name = "pyasn1"
+version = "0.4.8"
+description = "ASN.1 types and codecs"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyasn1-modules"
+version = "0.2.8"
+description = "A collection of ASN.1-based protocols modules."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pyasn1 = ">=0.4.6,<0.5.0"
+
 [[package]]
 name = "pydantic"
 version = "1.8.2"
@@ -522,7 +745,7 @@ email = ["email-validator (>=1.0.3)"]
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 
@@ -596,6 +819,17 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "rapidfuzz"
+version = "2.13.0"
+description = "rapid fuzzy string matching"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+full = ["numpy"]
+
 [[package]]
 name = "requests"
 version = "2.27.1"
@@ -614,6 +848,52 @@ urllib3 = ">=1.21.1,<1.27"
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
 
+[[package]]
+name = "requests-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+oauthlib = ">=3.0.0"
+requests = ">=2.0.0"
+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
+[[package]]
+name = "rsa"
+version = "4.9"
+description = "Pure-Python RSA implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4"
+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
+[[package]]
+name = "scikit-learn"
+version = "1.1.3"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.2)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"]
+
 [[package]]
 name = "scipy"
 version = "1.9.3"
@@ -691,6 +971,119 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
+[[package]]
+name = "tensorboard"
+version = "2.10.1"
+description = "TensorBoard lets you watch Tensors Flow"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+absl-py = ">=0.4"
+google-auth = ">=1.6.3,<3"
+google-auth-oauthlib = ">=0.4.1,<0.5"
+grpcio = ">=1.24.3"
+markdown = ">=2.6.8"
+numpy = ">=1.12.0"
+protobuf = ">=3.9.2,<3.20"
+requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
+tensorboard-data-server = ">=0.6.0,<0.7.0"
+tensorboard-plugin-wit = ">=1.6.0"
+werkzeug = ">=1.0.1"
+wheel = ">=0.26"
+
+[[package]]
+name = "tensorboard-data-server"
+version = "0.6.1"
+description = "Fast data loading for TensorBoard"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "tensorboard-plugin-wit"
+version = "1.8.1"
+description = "What-If Tool TensorBoard plugin."
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "tensorflow-estimator"
+version = "2.10.0"
+description = "TensorFlow Estimator."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "tensorflow-gpu"
+version = "2.10.0"
+description = "TensorFlow is an open source machine learning framework for everyone."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+absl-py = ">=1.0.0"
+astunparse = ">=1.6.0"
+flatbuffers = ">=2.0"
+gast = ">=0.2.1,<=0.4.0"
+google-pasta = ">=0.1.1"
+grpcio = ">=1.24.3,<2.0"
+h5py = ">=2.9.0"
+keras = ">=2.10.0,<2.11"
+keras-preprocessing = ">=1.1.1"
+libclang = ">=13.0.0"
+numpy = ">=1.20"
+opt-einsum = ">=2.3.2"
+packaging = "*"
+protobuf = ">=3.9.2,<3.20"
+setuptools = "*"
+six = ">=1.12.0"
+tensorboard = ">=2.10,<2.11"
+tensorflow-estimator = ">=2.10.0,<2.11"
+tensorflow-io-gcs-filesystem = ">=0.23.1"
+termcolor = ">=1.1.0"
+typing-extensions = ">=3.6.6"
+wrapt = ">=1.11.0"
+
+[[package]]
+name = "tensorflow-io-gcs-filesystem"
+version = "0.27.0"
+description = "TensorFlow IO"
+category = "main"
+optional = false
+python-versions = ">=3.7, <3.11"
+
+[package.extras]
+tensorflow = ["tensorflow (>=2.10.0,<2.11.0)"]
+tensorflow-aarch64 = ["tensorflow-aarch64 (>=2.10.0,<2.11.0)"]
+tensorflow-cpu = ["tensorflow-cpu (>=2.10.0,<2.11.0)"]
+tensorflow-gpu = ["tensorflow-gpu (>=2.10.0,<2.11.0)"]
+tensorflow-rocm = ["tensorflow-rocm (>=2.10.0,<2.11.0)"]
+
+[[package]]
+name = "termcolor"
+version = "2.1.0"
+description = "ANSI color formatting for output in terminal"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+tests = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "threadpoolctl"
+version = "3.1.0"
+description = "threadpoolctl"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -707,13 +1100,30 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "tqdm"
+version = "4.64.1"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "typing-extensions"
-version = "3.10.0.2"
-description = "Backported and Experimental Type Hints for Python 3.5+"
+version = "4.4.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 
 [[package]]
 name = "tzdata"
@@ -752,6 +1162,20 @@ brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "Werkzeug"
+version = "2.2.2"
+description = "The comprehensive WSGI web application library."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog"]
+
 [[package]]
 name = "wheel"
 version = "0.37.1"
@@ -763,6 +1187,14 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 [package.extras]
 test = ["pytest (>=3.0.0)", "pytest-cov"]
 
+[[package]]
+name = "wrapt"
+version = "1.14.1"
+description = "Module for decorators, wrappers and monkey patching."
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
 [[package]]
 name = "yarl"
 version = "1.8.1"
@@ -790,9 +1222,13 @@ testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools"
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.9,<3.11"
-content-hash = "cbe033761390c7f911a04c97d82352c34ff5367cc4420db5e3abbb2ce21a818e"
+content-hash = "5ba70a20c72492e0a84bd42c963e55df730b98c419c9811d183ebef64c620f3f"
 
 [metadata.files]
+absl-py = [
+    {file = "absl-py-1.3.0.tar.gz", hash = "sha256:463c38a08d2e4cef6c498b76ba5bd4858e4c6ef51da1a5a1f27139a022e20248"},
+    {file = "absl_py-1.3.0-py3-none-any.whl", hash = "sha256:34995df9bd7a09b3b8749e230408f5a2a2dd7a68a0d33c12a3d0cb15a041a507"},
+]
 aiohttp = [
     {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ba71c9b4dcbb16212f334126cc3d8beb6af377f6703d9dc2d9fb3874fd667ee9"},
     {file = "aiohttp-3.8.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d24b8bb40d5c61ef2d9b6a8f4528c2f17f1c5d2d31fed62ec860f6006142e83e"},
@@ -890,6 +1326,10 @@ APScheduler = [
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 yarl = [
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diff --git a/pyproject.toml b/pyproject.toml
index e454c4e..de6b4bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,10 @@ packages = [{include = "odd_collector_profiler"}]
 python = ">=3.9,<3.11"
 SQLAlchemy = "^1.4.41"
 scipy = "^1.9.1"
-DataProfiler = "^0.8.1"
+DataProfiler = [
+    {version="0.8.1", markers="sys_platform =='darwin'"},
+    {version="0.8.1", extras=["ml"], markers="sys_platform =='linux'"}
+]
 psycopg2 = "^2.9.3"
 odd-collector-sdk = "^0.3.3"
 oddrn-generator = "^0.1.52"
@@ -18,6 +21,7 @@ isort = "^5.10.1"
 tzlocal = "^4.2"
 funcy = "^1.17"
 
+
 [tool.poetry.group.dev.dependencies]
 isort = "^5.10.1"
 black = "22.3.0"