From 95f7a83ab728967713b8e88590aae74a34717072 Mon Sep 17 00:00:00 2001
From: Subhankar Biswas <subhankarb@users.noreply.github.com>
Date: Thu, 25 Jul 2024 16:40:01 +0530
Subject: [PATCH] [Subhankar] release upgred 0.3.1 (#209)

Co-authored-by: subhankarb-gilead <subhankar.biswas5@gilead.com>
---
 datachecks/__version__.py |   2 +-
 poetry.lock               | 436 +++++++++++++++++++++++---------------
 pyproject.toml            |   2 +-
 3 files changed, 264 insertions(+), 176 deletions(-)

diff --git a/datachecks/__version__.py b/datachecks/__version__.py
index 69841c2b..b1a4a5c7 100644
--- a/datachecks/__version__.py
+++ b/datachecks/__version__.py
@@ -12,4 +12,4 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 
-__version__ = "0.3.0"
+__version__ = "0.3.1"
diff --git a/poetry.lock b/poetry.lock
index d9233d92..f0a63bf5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
 
 [[package]]
 name = "asn1crypto"
 version = "1.5.1"
 description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -15,6 +16,7 @@ files = [
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -32,19 +34,21 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 
 [[package]]
 name = "cachetools"
-version = "5.3.3"
+version = "5.4.0"
 description = "Extensible memoizing collections and decorators"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
-    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+    {file = "cachetools-5.4.0-py3-none-any.whl", hash = "sha256:3ae3b49a3d5e28a77a0be2b37dbcb89005058959cb2323858c2657c4a8cab474"},
+    {file = "cachetools-5.4.0.tar.gz", hash = "sha256:b8adc2e7c07f105ced7bc56dbb6dfbe7c4a00acce20e2227b3f355be89bc6827"},
 ]
 
 [[package]]
 name = "certifi"
 version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -56,6 +60,7 @@ files = [
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -120,6 +125,7 @@ pycparser = "*"
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -131,6 +137,7 @@ files = [
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -230,6 +237,7 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -244,6 +252,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -253,63 +262,64 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -322,6 +332,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "42.0.8"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -376,6 +387,7 @@ test-randomorder = ["pytest-randomly"]
 name = "databricks-sql-connector"
 version = "3.3.0"
 description = "Databricks SQL Connector for Python"
+category = "main"
 optional = true
 python-versions = "<4.0.0,>=3.8.0"
 files = [
@@ -405,6 +417,7 @@ sqlalchemy = ["sqlalchemy (>=2.0.21)"]
 name = "distlib"
 version = "0.3.8"
 description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -416,6 +429,7 @@ files = [
 name = "elasticsearch"
 version = "7.17.9"
 description = "Python client for Elasticsearch"
+category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 files = [
@@ -437,6 +451,7 @@ requests = ["requests (>=2.4.0,<3.0.0)"]
 name = "et-xmlfile"
 version = "1.1.0"
 description = "An implementation of lxml.xmlfile for the standard library"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -448,6 +463,7 @@ files = [
 name = "events"
 version = "0.5"
 description = "Bringing the elegance of C# EventHandler to Python"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -456,13 +472,14 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
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+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -472,6 +489,7 @@ test = ["pytest (>=6)"]
 name = "filelock"
 version = "3.15.4"
 description = "A platform independent file lock."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -488,6 +506,7 @@ typing = ["typing-extensions (>=4.8)"]
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -505,6 +524,7 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 name = "google-api-core"
 version = "2.19.1"
 description = "Google API client core library"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -516,11 +536,11 @@ files = [
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""},
     {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0dev"
@@ -534,13 +554,14 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.31.0"
+version = "2.32.0"
 description = "Google Authentication Library"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.31.0.tar.gz", hash = "sha256:87805c36970047247c8afe614d4e3af8eceafc1ebba0c679fe75ddd1d575e871"},
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+    {file = "google_auth-2.32.0.tar.gz", hash = "sha256:49315be72c55a6a37d62819e3573f6b416aca00721f7e3e31a008d928bf64022"},
 ]
 
 [package.dependencies]
@@ -559,6 +580,7 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 name = "google-cloud-bigquery"
 version = "3.25.0"
 description = "Google BigQuery API client library"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -567,7 +589,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.34.1,<2.0.0 || >=2.11.0,<3.0.0dev", extras = ["grpc"]}
 google-auth = ">=2.14.1,<3.0.0dev"
 google-cloud-core = ">=1.6.0,<3.0.0dev"
 google-resumable-media = ">=0.6.0,<3.0dev"
@@ -590,6 +612,7 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 name = "google-cloud-core"
 version = "2.4.1"
 description = "Google Cloud API client core library"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -598,7 +621,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.6,<2.0.0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
@@ -608,6 +631,7 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 name = "google-crc32c"
 version = "1.5.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -688,6 +712,7 @@ testing = ["pytest"]
 name = "google-resumable-media"
 version = "2.7.1"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -706,6 +731,7 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 name = "googleapis-common-protos"
 version = "1.63.2"
 description = "Common protobufs used in Google APIs"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -723,6 +749,7 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -792,82 +819,85 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "grpcio"
-version = "1.64.1"
+version = "1.65.1"
 description = "HTTP/2-based RPC framework"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.64.1)"]
+protobuf = ["grpcio-tools (>=1.65.1)"]
 
 [[package]]
 name = "grpcio-status"
-version = "1.64.1"
+version = "1.65.1"
 description = "Status proto mapping for gRPC"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.64.1"
+grpcio = ">=1.65.1"
 protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
 name = "identify"
 version = "2.6.0"
 description = "File identification library for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -882,6 +912,7 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -891,13 +922,14 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.0.0"
+version = "8.2.0"
 description = "Read metadata from Python packages"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "importlib_metadata-8.2.0.tar.gz", hash = "sha256:72e8d4399996132204f9a16dcc751af254a48f8d1b20b9ff0f98d4a8f901e73d"},
 ]
 
 [package.dependencies]
@@ -912,6 +944,7 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -923,6 +956,7 @@ files = [
 name = "jinja2"
 version = "3.1.4"
 description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -940,6 +974,7 @@ i18n = ["Babel (>=2.7)"]
 name = "loguru"
 version = "0.7.2"
 description = "Python logging made (stupidly) simple"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -958,6 +993,7 @@ dev = ["Sphinx (==7.2.5)", "colorama (==0.4.5)", "colorama (==0.4.6)", "exceptio
 name = "lz4"
 version = "4.3.3"
 description = "LZ4 Bindings for Python"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1008,6 +1044,7 @@ tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"]
 name = "markdown"
 version = "3.6"
 description = "Python implementation of John Gruber's Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1026,6 +1063,7 @@ testing = ["coverage", "pyyaml"]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1050,6 +1088,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1119,6 +1158,7 @@ files = [
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1130,6 +1170,7 @@ files = [
 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1141,6 +1182,7 @@ files = [
 name = "mkdocs"
 version = "1.6.0"
 description = "Project documentation with Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1172,6 +1214,7 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 name = "mkdocs-get-deps"
 version = "0.2.0"
 description = "MkDocs extension that lists all dependencies according to a mkdocs.yml file"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1189,6 +1232,7 @@ pyyaml = ">=5.1"
 name = "mkdocs-material"
 version = "8.5.11"
 description = "Documentation that simply works"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1209,6 +1253,7 @@ requests = ">=2.26"
 name = "mkdocs-material-extensions"
 version = "1.3.1"
 description = "Extension pack for Python Markdown and MkDocs Material."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1220,6 +1265,7 @@ files = [
 name = "mongomock"
 version = "4.1.2"
 description = "Fake pymongo stub for testing simple MongoDB-dependent code"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1235,6 +1281,7 @@ sentinels = "*"
 name = "nodeenv"
 version = "1.9.1"
 description = "Node.js virtual environment builder"
+category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -1246,6 +1293,7 @@ files = [
 name = "numpy"
 version = "1.26.4"
 description = "Fundamental package for array computing in Python"
+category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1291,6 +1339,7 @@ files = [
 name = "oauthlib"
 version = "3.2.2"
 description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1307,6 +1356,7 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 name = "openpyxl"
 version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1321,6 +1371,7 @@ et-xmlfile = "*"
 name = "opensearch-py"
 version = "2.6.0"
 description = "Python client for OpenSearch"
+category = "main"
 optional = true
 python-versions = "<4,>=3.8"
 files = [
@@ -1349,6 +1400,7 @@ kerberos = ["requests-kerberos"]
 name = "packaging"
 version = "24.1"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1360,6 +1412,7 @@ files = [
 name = "pandas"
 version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1395,7 +1448,7 @@ files = [
 [package.dependencies]
 numpy = [
     {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.1"
@@ -1408,6 +1461,7 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 name = "pathspec"
 version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1419,6 +1473,7 @@ files = [
 name = "platformdirs"
 version = "4.2.2"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1435,6 +1490,7 @@ type = ["mypy (>=1.8)"]
 name = "pluggy"
 version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1450,6 +1506,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "pre-commit"
 version = "2.21.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1468,6 +1525,7 @@ virtualenv = ">=20.10.0"
 name = "proto-plus"
 version = "1.24.0"
 description = "Beautiful, Pythonic protocol buffers."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1485,6 +1543,7 @@ testing = ["google-api-core (>=1.31.5)"]
 name = "protobuf"
 version = "5.27.2"
 description = ""
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1505,6 +1564,7 @@ files = [
 name = "psycopg2-binary"
 version = "2.9.9"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1586,6 +1646,7 @@ files = [
 name = "pyarrow"
 version = "16.1.0"
 description = "Python library for Apache Arrow"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1634,6 +1695,7 @@ numpy = ">=1.16.6"
 name = "pyasn1"
 version = "0.6.0"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1645,6 +1707,7 @@ files = [
 name = "pyasn1-modules"
 version = "0.4.0"
 description = "A collection of ASN.1-based protocols modules"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1659,6 +1722,7 @@ pyasn1 = ">=0.4.6,<0.7.0"
 name = "pycparser"
 version = "2.22"
 description = "C parser in Python"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1670,6 +1734,7 @@ files = [
 name = "pygments"
 version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1684,6 +1749,7 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1701,6 +1767,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pymdown-extensions"
 version = "10.8.1"
 description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1719,6 +1786,7 @@ extra = ["pygments (>=2.12)"]
 name = "pymysql"
 version = "1.1.1"
 description = "Pure Python MySQL Driver"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1737,6 +1805,7 @@ rsa = ["cryptography"]
 name = "pyodbc"
 version = "5.1.0"
 description = "DB API module for ODBC"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1775,17 +1844,18 @@ files = [
 
 [[package]]
 name = "pyopenssl"
-version = "24.1.0"
+version = "24.2.1"
 description = "Python wrapper module around the OpenSSL library"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
-    {file = "pyOpenSSL-24.1.0-py3-none-any.whl", hash = "sha256:17ed5be5936449c5418d1cd269a1a9e9081bc54c17aed272b45856a3d3dc86ad"},
-    {file = "pyOpenSSL-24.1.0.tar.gz", hash = "sha256:cabed4bfaa5df9f1a16c0ef64a0cb65318b5cd077a7eda7d6970131ca2f41a6f"},
+    {file = "pyOpenSSL-24.2.1-py3-none-any.whl", hash = "sha256:967d5719b12b243588573f39b0c677637145c7a1ffedcd495a487e58177fbb8d"},
+    {file = "pyopenssl-24.2.1.tar.gz", hash = "sha256:4247f0dbe3748d560dcbb2ff3ea01af0f9a1a001ef5f7c4c647956ed8cbf0e95"},
 ]
 
 [package.dependencies]
-cryptography = ">=41.0.5,<43"
+cryptography = ">=41.0.5,<44"
 
 [package.extras]
 docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx-rtd-theme"]
@@ -1795,6 +1865,7 @@ test = ["pretend", "pytest (>=3.0.1)", "pytest-rerunfailures"]
 name = "pyparsing"
 version = "3.1.2"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1809,6 +1880,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1831,6 +1903,7 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1849,6 +1922,7 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 name = "pytest-docker"
 version = "3.1.1"
 description = "Simple pytest fixtures for Docker and Docker Compose based tests"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1868,6 +1942,7 @@ tests = ["mypy (>=0.500,<2.000)", "pytest-mypy (>=0.10,<1.0)", "pytest-pycodesty
 name = "pytest-mock"
 version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1885,6 +1960,7 @@ dev = ["pre-commit", "pytest-asyncio", "tox"]
 name = "python-dateutil"
 version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1899,6 +1975,7 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1913,6 +1990,7 @@ cli = ["click (>=5.0)"]
 name = "pytz"
 version = "2023.4"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1924,6 +2002,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1932,7 +2011,6 @@ files = [
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-    {file = "PyYAML-6.0.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:326c013efe8048858a6d312ddd31d56e468118ad4cdeda36c719bf5bb6192290"},
     {file = "PyYAML-6.0.1-cp310-cp310-win32.whl", hash = "sha256:bd4af7373a854424dabd882decdc5579653d7868b8fb26dc7d0e99f823aa5924"},
     {file = "PyYAML-6.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d"},
     {file = "PyYAML-6.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6965a7bc3cf88e5a1c3bd2e0b5c22f8d677dc88a455344035f03399034eb3007"},
@@ -1940,16 +2018,8 @@ files = [
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     {file = "PyYAML-6.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d2b04aac4d386b172d5b9692e2d2da8de7bfb6c387fa4f801fbf6fb2e6ba4673"},
-    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
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     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
-    {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
-    {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
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-    {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
-    {file = "PyYAML-6.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df"},
     {file = "PyYAML-6.0.1-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:50550eb667afee136e9a77d6dc71ae76a44df8b3e51e41b77f6de2932bfe0f47"},
     {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
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@@ -1966,7 +2036,6 @@ files = [
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     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
-    {file = "PyYAML-6.0.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:49a183be227561de579b4a36efbb21b3eab9651dd81b1858589f796549873dd6"},
     {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
     {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
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@@ -1974,7 +2043,6 @@ files = [
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@@ -1984,6 +2052,7 @@ files = [
 name = "pyyaml-env-tag"
 version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1998,6 +2067,7 @@ pyyaml = "*"
 name = "requests"
 version = "2.32.3"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2019,6 +2089,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rich"
 version = "13.7.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2037,6 +2108,7 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
+category = "main"
 optional = true
 python-versions = ">=3.6,<4"
 files = [
@@ -2051,6 +2123,7 @@ pyasn1 = ">=0.1.3"
 name = "sentinels"
 version = "1.0.0"
 description = "Various objects to denote special meanings in python"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2061,6 +2134,7 @@ files = [
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2070,37 +2144,38 @@ files = [
 
 [[package]]
 name = "snowflake-connector-python"
-version = "3.11.0"
+version = "3.12.0"
 description = "Snowflake Connector for Python"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "snowflake_connector_python-3.12.0.tar.gz", hash = "sha256:320e0b6f8cd8556e19c8b87249c931700238b2958313afc7a33108d67da87d82"},
 ]
 
 [package.dependencies]
@@ -2125,12 +2200,13 @@ urllib3 = {version = ">=1.21.1,<2.0.0", markers = "python_version < \"3.10\""}
 [package.extras]
 development = ["Cython", "coverage", "more-itertools", "numpy (<1.27.0)", "pendulum (!=2.1.1)", "pexpect", "pytest (<7.5.0)", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist", "pytzdata"]
 pandas = ["pandas (>=1.0.0,<3.0.0)", "pyarrow"]
-secure-local-storage = ["keyring (>=23.1.0,<25.0.0)"]
+secure-local-storage = ["keyring (>=23.1.0,<26.0.0)"]
 
 [[package]]
 name = "snowflake-sqlalchemy"
 version = "1.6.1"
 description = "Snowflake SQLAlchemy Dialect"
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -2150,6 +2226,7 @@ pandas = ["snowflake-connector-python[pandas]"]
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2161,6 +2238,7 @@ files = [
 name = "sqlalchemy"
 version = "2.0.31"
 description = "Database Abstraction Library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2216,7 +2294,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
+greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" and platform_machine == \"aarch64\" or python_version < \"3.13\" and platform_machine == \"ppc64le\" or python_version < \"3.13\" and platform_machine == \"x86_64\" or python_version < \"3.13\" and platform_machine == \"amd64\" or python_version < \"3.13\" and platform_machine == \"AMD64\" or python_version < \"3.13\" and platform_machine == \"win32\" or python_version < \"3.13\" and platform_machine == \"WIN32\""}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -2248,6 +2326,7 @@ sqlcipher = ["sqlcipher3_binary"]
 name = "sqlalchemy-bigquery"
 version = "1.11.0"
 description = "SQLAlchemy dialect for BigQuery"
+category = "main"
 optional = true
 python-versions = "<3.13,>=3.8"
 files = [
@@ -2256,7 +2335,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0.0dev"
 google-cloud-bigquery = ">=3.3.6,<4.0.0dev"
 packaging = "*"
@@ -2271,12 +2350,13 @@ tests = ["packaging", "pytz"]
 
 [[package]]
 name = "thrift"
-version = "0.16.0"
+version = "0.20.0"
 description = "Python bindings for the Apache Thrift RPC system"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
-    {file = "thrift-0.16.0.tar.gz", hash = "sha256:2b5b6488fcded21f9d312aa23c9ff6a0195d0f6ae26ddbd5ad9e3e25dfc14408"},
+    {file = "thrift-0.20.0.tar.gz", hash = "sha256:4dd662eadf6b8aebe8a41729527bd69adf6ceaa2a8681cbef64d1273b3e8feba"},
 ]
 
 [package.dependencies]
@@ -2291,6 +2371,7 @@ twisted = ["twisted"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2300,19 +2381,21 @@ files = [
 
 [[package]]
 name = "tomlkit"
-version = "0.12.5"
+version = "0.13.0"
 description = "Style preserving TOML library"
+category = "main"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tomlkit-0.12.5-py3-none-any.whl", hash = "sha256:af914f5a9c59ed9d0762c7b64d3b5d5df007448eb9cd2edc8a46b1eafead172f"},
-    {file = "tomlkit-0.12.5.tar.gz", hash = "sha256:eef34fba39834d4d6b73c9ba7f3e4d1c417a4e56f89a7e96e090dd0d24b8fb3c"},
+    {file = "tomlkit-0.13.0-py3-none-any.whl", hash = "sha256:7075d3042d03b80f603482d69bf0c8f345c2b30e41699fd8883227f89972b264"},
+    {file = "tomlkit-0.13.0.tar.gz", hash = "sha256:08ad192699734149f5b97b45f1f18dad7eb1b6d16bc72ad0c2335772650d7b72"},
 ]
 
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2324,6 +2407,7 @@ files = [
 name = "urllib3"
 version = "1.26.19"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -2340,6 +2424,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "virtualenv"
 version = "20.26.3"
 description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2360,6 +2445,7 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "watchdog"
 version = "4.0.1"
 description = "Filesystem events monitoring"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2404,6 +2490,7 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "win32-setctime"
 version = "1.1.0"
 description = "A small Python utility to set file creation time on Windows"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -2418,6 +2505,7 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
 name = "zipp"
 version = "3.19.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
diff --git a/pyproject.toml b/pyproject.toml
index e3a4362d..4d21a74c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "datachecks"
-version = "0.3.0"
+version = "0.3.1"
 description = "Open Source Data Quality Monitoring"
 license = "Apache-2.0"
 authors = [