diff --git a/.github/workflows/CODEOWNERS b/.github/workflows/CODEOWNERS
new file mode 100644
index 00000000..e48175a8
--- /dev/null
+++ b/.github/workflows/CODEOWNERS
@@ -0,0 +1 @@
+* @coinlist/data
diff --git a/.github/workflows/_cache-dependencies.yml b/.github/workflows/_cache-dependencies.yml
new file mode 100644
index 00000000..9aa10eb5
--- /dev/null
+++ b/.github/workflows/_cache-dependencies.yml
@@ -0,0 +1,51 @@
+name: cache_dependencies
+
+on:
+  workflow_call:
+    inputs:
+      python_version:
+        required: true
+        type: string
+      poetry_version:
+        required: true
+        type: string
+    outputs:
+      python_cache_key:
+        description: "The key of the primary cache of the python dependencies"
+        value: ${{ jobs.python-cache.outputs.key }}
+
+
+jobs:
+  python-cache:
+    runs-on: ubuntu-latest
+    outputs:
+      key: ${{ steps.define-cache-key.outputs.cache_key }}
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Setup Python
+        uses: actions/setup-python@v4
+        id: setup-python
+        with:
+          python-version: '${{ inputs.python_version }}'
+
+      - name: Install and configure Poetry
+        uses: snok/install-poetry@v1
+        with:
+          version: ${{ inputs.poetry_version }}
+          virtualenvs-in-project: true
+
+      - name: Define Cache Key
+        id: define-cache-key
+        run: |
+          echo "cache_key=python-${{ runner.os }}--${{ inputs.python_version }}-${{ inputs.poetry_version }}-${{ hashFiles('**/poetry.lock') }}" >> $GITHUB_OUTPUT
+
+      - name: Cache venv
+        id: cached-python
+        uses: actions/cache@v3
+        with:
+          path: .venv
+          key: ${{ steps.define-cache-key.outputs.cache_key }}
+
+      - name: Install dependencies
+        run: poetry install --no-interaction --no-root
diff --git a/.github/workflows/_publish-data-platform-data-diff.yml b/.github/workflows/_publish-data-platform-data-diff.yml
new file mode 100644
index 00000000..acfa544c
--- /dev/null
+++ b/.github/workflows/_publish-data-platform-data-diff.yml
@@ -0,0 +1,95 @@
+name: publish_data-platform-data-diff
+
+on:
+  workflow_call:
+    inputs:
+      python_version:
+        required: true
+        type: string
+      poetry_version:
+        required: true
+        type: string
+      python_cache_key:
+        required: true
+        type: string
+
+permissions:
+  id-token: write
+  contents: read
+
+jobs:
+  build:
+    name: 'Publish python data-platform-data-diff'
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Setup AWS credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          role-to-assume: ${{ secrets.CROSS_ACCOUNT_ROLE_TO_ASSUME }}
+          aws-region: ${{ secrets.AWS_REGION }}
+          mask-aws-account-id: 'yes'
+
+      - uses: actions/checkout@v3
+
+      - name: Setup Python
+        id: setup-python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '${{ inputs.python_version }}'
+
+      - name: Install and configure Poetry
+        uses: snok/install-poetry@v1
+        with:
+          version: ${{ inputs.poetry_version }}
+          virtualenvs-in-project: true
+
+      - name: Restore cached key
+        id: cache-restore
+        uses: actions/cache/restore@v3
+        with:
+          path: .venv
+          key: ${{ inputs.python_cache_key }}
+
+      - name: Install jq
+        run: sudo apt-get update && sudo apt-get install -y jq
+
+      - name: Set env variables
+        env:
+          AWS_REGION: ${{ secrets.AWS_REGION }}
+          CODEARTIFACT_URL: ${{ secrets.CODEARTIFACT_URL }}
+        run: |
+          # Replace placeholder URL with actual repository URL
+          sed -i "s|PLACEHOLDER_URL|$CODEARTIFACT_URL|" pyproject.toml
+
+          VERSION=$(poetry run toml get --toml-path pyproject.toml tool.poetry.version 2>/dev/null) || { echo "FAILED TO GET POETRY VERSION"; exit 1; }
+          echo $VERSION > version.txt
+          echo "CURRENT_VERSION=$(cat version.txt)" >> $GITHUB_ENV
+
+      - name: Check if version needs to be published
+        if: ${{ github.ref_name == 'master' }}
+        env:
+          AWS_REGION: ${{ secrets.AWS_REGION }}
+        id: check_version
+        run: |
+          if ! aws codeartifact list-package-versions --region $AWS_REGION --domain coinlist --repository data-platform-data-diff --format pypi --package data_diff 2>/dev/null | grep -q "$(cat version.txt | sed 's/\./\\./g')"; then
+            echo "skip_publish=false" >> $GITHUB_ENV
+          else
+            echo "skip_publish=true" >> $GITHUB_ENV
+          fi
+
+      - name: Publish dev version
+        if: ${{ github.ref_name != 'master' }}
+        run: |
+          DEV_VERSION="$CURRENT_VERSION-dev+${GITHUB_SHA:0:7}"
+          echo $DEV_VERSION > version.txt
+          poetry run toml set --toml-path pyproject.toml tool.poetry.version $DEV_VERSION || { echo "Failed to set dev version in pyproject.toml"; exit 1; }
+          poetry config repositories.data-platform-data-diff ${{ secrets.CODEARTIFACT_URL }}
+          poetry build --format wheel || { echo "Failed to build the wheel"; exit 1; }
+          poetry publish --repository data-platform-data-diff --username aws --password $(aws codeartifact --region ${{ secrets.AWS_REGION }} get-authorization-token --domain coinlist --query authorizationToken --output text 2>/dev/null) || { echo "Failed to publish the dev package"; exit 1; }
+
+      - name: Publish new version
+        if: ${{ github.ref_name == 'master' }} && ${{ env.skip_publish != 'true' }}
+        run: |
+          poetry build --format wheel 2>/dev/null || { echo "Failed to build the wheel"; exit 1; }
+          poetry publish --repository data-platform-data-diff --username aws --password $(aws codeartifact --region ${{ secrets.AWS_REGION }} get-authorization-token --domain coinlist --query authorizationToken --output text 2>/dev/null) || { echo "Failed to publish the package"; exit 1; }
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index fd995d5a..322bd659 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,20 +1,13 @@
 name: CI-COVER-VERSIONS
 
 on:
-#   push:
-#     paths:
-#       - '**.py'
-#       - '.github/workflows/**'
-#       - '!dev/**'
-  pull_request:
-    branches: [ master ]
-
   workflow_dispatch:
+  workflow_call:
 
 jobs:
   unit_tests:
     strategy:
-      fail-fast: false
+      fail-fast: true
       matrix:
         os: [ubuntu-latest]
         python-version:
diff --git a/.github/workflows/ci_full.yml b/.github/workflows/ci_full.yml
index d125d114..f6b7b9dc 100644
--- a/.github/workflows/ci_full.yml
+++ b/.github/workflows/ci_full.yml
@@ -1,14 +1,8 @@
 name: CI-COVER-DATABASES
 
 on:
-#   push:
-#     paths:
-#       - '**.py'
-#       - '.github/workflows/**'
-#       - '!dev/**'
-  pull_request:
-    branches: [ master ]
   workflow_dispatch:
+  workflow_call:
 
 permissions:
   id-token: write # This is required for requesting the JWT
@@ -17,7 +11,7 @@ permissions:
 jobs:
   unit_tests:
     strategy:
-      fail-fast: false
+      fail-fast: true
       matrix:
         os: [ubuntu-latest]
         python-version:
diff --git a/.github/workflows/formatter.yml b/.github/workflows/formatter.yml
index 52ee9919..63923ba1 100644
--- a/.github/workflows/formatter.yml
+++ b/.github/workflows/formatter.yml
@@ -1,9 +1,7 @@
 name: formatter
 on:
-    pull_request:
-        branches: [ master ]
-    
-    workflow_dispatch:
+  workflow_dispatch:
+  workflow_call:
 
 jobs:
   linter_name:
@@ -19,4 +17,4 @@ jobs:
       - name: Auto commit ruff formatting
         uses: stefanzweifel/git-auto-commit-action@v5
         with:
-          commit_message: 'style fixes by ruff'
\ No newline at end of file
+          commit_message: 'style fixes by ruff'
diff --git a/.github/workflows/pull-request-checks.yml b/.github/workflows/pull-request-checks.yml
new file mode 100644
index 00000000..0050cefe
--- /dev/null
+++ b/.github/workflows/pull-request-checks.yml
@@ -0,0 +1,58 @@
+name: PR checks
+
+on:
+  pull_request: {}
+
+permissions:
+  id-token: write
+  contents: read
+  actions: write
+
+jobs:
+  cancel:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: styfle/cancel-workflow-action@0.12.0
+      with:
+        access_token: ${{ github.token }}
+
+  setup:
+    runs-on: ubuntu-latest
+    needs: [cancel]
+    outputs:
+      python_version: ${{ steps.set_var.outputs.python_version }}
+      poetry_version: ${{ steps.set_var.outputs.poetry_version }}
+    steps:
+      - id: set_var
+        run: |
+          echo "python_version=3.8" >> $GITHUB_OUTPUT
+          echo "poetry_version=1.7.1" >> $GITHUB_OUTPUT
+
+  perform-ruff-formatting:
+    needs: [setup]
+    uses: ./.github/workflows/formatter.yml
+
+  cache-dependencies:
+    needs: [setup, perform-ruff-formatting]
+    uses: ./.github/workflows/_cache-dependencies.yml
+    secrets: inherit
+    with:
+      python_version: ${{ needs.setup.outputs.python_version }}
+      poetry_version: ${{ needs.setup.outputs.poetry_version }}
+
+  run-unit-test-versions:
+    needs: [setup]
+    uses: ./.github/workflows/ci_full.yml
+
+  run-unit-test-per-database:
+    needs: [setup]
+    uses: ./.github/workflows/ci.yml
+
+  publish-data-platform-data-diff:
+    needs: [setup, run-unit-test-versions, run-unit-test-per-database, cache-dependencies]
+    uses: ./.github/workflows/_publish-data-platform-data-diff.yml
+    secrets: inherit
+    with:
+      python_version: ${{ needs.setup.outputs.python_version }}
+      poetry_version: ${{ needs.setup.outputs.poetry_version }}
+      python_cache_key: ${{ needs.cache-dependencies.outputs.python_cache_key }}
diff --git a/data_diff/abcs/database_types.py b/data_diff/abcs/database_types.py
index f3c6381a..7ceb7762 100644
--- a/data_diff/abcs/database_types.py
+++ b/data_diff/abcs/database_types.py
@@ -134,6 +134,12 @@ class String_UUID(ColType_UUID, StringType):
     pass
 
 
+# Snowflake Binary UUID
+@attrs.define(frozen=True)
+class Binary_UUID(ColType_UUID):
+    python_type = bytes
+
+
 @attrs.define(frozen=True)
 class String_Alphanum(ColType_Alphanum, StringType):
     @staticmethod
diff --git a/data_diff/databases/_connect.py b/data_diff/databases/_connect.py
index be55cc2d..873d9cc9 100644
--- a/data_diff/databases/_connect.py
+++ b/data_diff/databases/_connect.py
@@ -25,6 +25,8 @@
 from data_diff.databases.duckdb import DuckDB
 from data_diff.databases.mssql import MsSQL
 
+from urllib.parse import unquote
+
 
 @attrs.define(frozen=True)
 class MatchUriPath:
@@ -196,6 +198,9 @@ def connect_to_uri(self, db_uri: str, thread_count: Optional[int] = 1, **kwargs)
                 if dsn.password:
                     kw["password"] = dsn.password
 
+        # snowflake connector can handle unquoted values, but data-diff cannot
+        # results in error if user or password is encoded
+        # https://github.com/datafold/data-diff/issues/428
         kw = {k: v for k, v in kw.items() if v is not None}
 
         if issubclass(cls, ThreadedDatabase):
diff --git a/data_diff/databases/base.py b/data_diff/databases/base.py
index bf165461..380b9d9a 100644
--- a/data_diff/databases/base.py
+++ b/data_diff/databases/base.py
@@ -23,6 +23,7 @@
 from data_diff.queries.api import Expr, table, Select, SKIP, Explain, Code, this
 from data_diff.queries.ast_classes import (
     Alias,
+    BinBoolOp,
     BinOp,
     CaseWhen,
     Cast,
@@ -64,6 +65,7 @@
     Float,
     Native_UUID,
     String_UUID,
+    Binary_UUID,
     String_Alphanum,
     String_VaryingAlphanum,
     TemporalType,
@@ -482,6 +484,22 @@ def render_tableop(self, parent_c: Compiler, elem: TableOp) -> str:
     def render__resolvecolumn(self, c: Compiler, elem: _ResolveColumn) -> str:
         return self.compile(c, elem._get_resolved())
 
+    def modify_string_where_clause(self, col, where_clause):
+        # NOTE: snowflake specific issue with Binary columns
+        return where_clause.replace(f'"{col}"', f"TO_VARCHAR(\"{col}\", 'UTF-8')")
+
+    def check_for_binary_cols(self, where_exprs):
+        binary_uuid_columns = set()
+        for expr in where_exprs:
+            if isinstance(expr, BinBoolOp):
+                for arg in expr.args:
+                    if isinstance(arg, _ResolveColumn):
+                        resolved_column = arg.resolved
+                        if isinstance(resolved_column, Column) and resolved_column.source_table.schema:
+                            if isinstance(resolved_column.type, Binary_UUID):
+                                binary_uuid_columns.add(resolved_column.name)
+        return binary_uuid_columns
+
     def render_select(self, parent_c: Compiler, elem: Select) -> str:
         c: Compiler = attrs.evolve(parent_c, in_select=True)  # .add_table_context(self.table)
         compile_fn = functools.partial(self.compile, c)
@@ -497,7 +515,13 @@ def render_select(self, parent_c: Compiler, elem: Select) -> str:
             select += f" FROM {self.PLACEHOLDER_TABLE}"
 
         if elem.where_exprs:
-            select += " WHERE " + " AND ".join(map(compile_fn, elem.where_exprs))
+            where_clause = " WHERE " + " AND ".join(map(compile_fn, elem.where_exprs))
+            # post processing step for snowfake BINARAY_UUID columns
+            if parent_c.dialect.name == "Snowflake":
+                binary_uuids = self.check_for_binary_cols(elem.where_exprs)
+                for binary_uuid in binary_uuids:
+                    where_clause = self.modify_string_where_clause(binary_uuid, where_clause)
+            select += where_clause
 
         if elem.group_by_exprs:
             select += " GROUP BY " + ", ".join(map(compile_fn, elem.group_by_exprs))
@@ -836,6 +860,9 @@ def normalize_uuid(self, value: str, coltype: ColType_UUID) -> str:
         """Creates an SQL expression, that strips uuids of artifacts like whitespace."""
         if isinstance(coltype, String_UUID):
             return f"TRIM({value})"
+        # converts Binary to VARCHAR for Snowflake
+        elif isinstance(coltype, Binary_UUID):
+            return f"TRIM(TO_VARCHAR({value}, 'UTF-8'))"
         return self.to_string(value)
 
     def normalize_json(self, value: str, _coltype: JSON) -> str:
diff --git a/data_diff/hashdiff_tables.py b/data_diff/hashdiff_tables.py
index b77594cc..043a32fd 100644
--- a/data_diff/hashdiff_tables.py
+++ b/data_diff/hashdiff_tables.py
@@ -6,7 +6,18 @@
 
 import attrs
 
-from data_diff.abcs.database_types import ColType_UUID, NumericType, PrecisionType, StringType, Boolean, JSON
+from data_diff.abcs.database_types import (
+    Binary_UUID,
+    ColType_UUID,
+    NumericType,
+    PrecisionType,
+    String_UUID,
+    StringType,
+    Boolean,
+    JSON,
+    UnknownColType,
+    Text,
+)
 from data_diff.info_tree import InfoTree
 from data_diff.utils import safezip, diffs_are_equiv_jsons
 from data_diff.thread_utils import ThreadedYielder
@@ -92,7 +103,13 @@ def _validate_and_adjust_columns(self, table1: TableSegment, table2: TableSegmen
             # Update schemas to minimal mutual precision
             col1 = table1._schema[c1]
             col2 = table2._schema[c2]
-            if isinstance(col1, PrecisionType) and isinstance(col2, PrecisionType):
+
+            # snowflake specific error when comparing binary and string columns
+            # use case is destination table has a binary column
+            if isinstance(col1, (String_UUID, Text)) and isinstance(col2, UnknownColType) and col2.text == "BINARY":
+                table2._schema[c2] = Binary_UUID()
+
+            elif isinstance(col1, PrecisionType) and isinstance(col2, PrecisionType):
                 if strict and not isinstance(col2, PrecisionType):
                     raise TypeError(f"Incompatible types for column '{c1}':  {col1} <-> {col2}")
 
diff --git a/poetry.lock b/poetry.lock
index 16e4495c..495fc3b9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.7.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
 
 [[package]]
 name = "agate"
 version = "1.7.1"
 description = "A data analysis library that is optimized for humans instead of machines."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -27,6 +28,7 @@ test = ["PyICU (>=2.4.2)", "coverage (>=3.7.1)", "cssselect (>=0.9.1)", "lxml (>
 name = "arrow"
 version = "1.2.3"
 description = "Better dates & times for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -41,6 +43,7 @@ python-dateutil = ">=2.7.0"
 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 = false
 python-versions = "*"
 files = [
@@ -52,6 +55,7 @@ files = [
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -70,6 +74,7 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "babel"
 version = "2.11.0"
 description = "Internationalization utilities"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -84,6 +89,7 @@ pytz = ">=2015.7"
 name = "backports.zoneinfo"
 version = "0.2.1"
 description = "Backport of the standard library zoneinfo module"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -112,6 +118,7 @@ tzdata = ["tzdata"]
 name = "certifi"
 version = "2022.12.7"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -123,6 +130,7 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -199,6 +207,7 @@ 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 = [
@@ -210,6 +219,7 @@ files = [
 name = "charset-normalizer"
 version = "2.0.12"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.5.0"
 files = [
@@ -224,6 +234,7 @@ unicode-backport = ["unicodedata2"]
 name = "click"
 version = "8.1.3"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -238,6 +249,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "clickhouse-driver"
 version = "0.2.5"
 description = "Python driver with native interface for ClickHouse"
+category = "main"
 optional = false
 python-versions = ">=3.6, <4"
 files = [
@@ -350,6 +362,7 @@ zstd = ["clickhouse-cityhash (>=1.0.2.1)", "zstd"]
 name = "colorama"
 version = "0.4.4"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -361,6 +374,7 @@ files = [
 name = "commonmark"
 version = "0.9.1"
 description = "Python parser for the CommonMark Markdown spec"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -375,6 +389,7 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 name = "coverage"
 version = "6.5.0"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -437,6 +452,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "36.0.2"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -477,6 +493,7 @@ test = ["hypothesis (>=1.11.4,!=3.79.2)", "iso8601", "pretend", "pytest (>=6.2.0
 name = "dbt-core"
 version = "1.6.5"
 description = "With dbt, data analysts and engineers can build analytics the way engineers build applications."
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -513,6 +530,7 @@ urllib3 = ">=1.0,<2.0"
 name = "dbt-extractor"
 version = "0.4.1"
 description = "A tool to analyze and extract information from Jinja used in dbt projects."
+category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -538,6 +556,7 @@ files = [
 name = "dbt-semantic-interfaces"
 version = "0.2.0"
 description = "The shared semantic layer definitions that dbt-core and MetricFlow use"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -560,6 +579,7 @@ typing-extensions = ">=4.0,<5.0"
 name = "distlib"
 version = "0.3.7"
 description = "Distribution utilities"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -571,6 +591,7 @@ files = [
 name = "dsnparse"
 version = "0.1.15"
 description = "parse dsn urls"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -581,6 +602,7 @@ files = [
 name = "duckdb"
 version = "0.7.1"
 description = "DuckDB embedded database"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -637,6 +659,7 @@ files = [
 name = "filelock"
 version = "3.12.2"
 description = "A platform independent file lock."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -652,6 +675,7 @@ testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "p
 name = "future"
 version = "0.18.3"
 description = "Clean single-source support for Python 3 and 2"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -662,6 +686,7 @@ files = [
 name = "hologram"
 version = "0.0.16"
 description = "JSON schema generation from dataclasses"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -677,6 +702,7 @@ python-dateutil = ">=2.8,<2.9"
 name = "identify"
 version = "2.5.31"
 description = "File identification library for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -691,6 +717,7 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -702,6 +729,7 @@ files = [
 name = "importlib-metadata"
 version = "6.8.0"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -721,6 +749,7 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -739,6 +768,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "isodate"
 version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -753,6 +783,7 @@ six = "*"
 name = "jaraco-classes"
 version = "3.2.3"
 description = "Utility functions for Python class constructs"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -771,6 +802,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "jeepney"
 version = "0.8.0"
 description = "Low-level, pure Python DBus protocol wrapper."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -786,6 +818,7 @@ trio = ["async_generator", "trio"]
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -803,6 +836,7 @@ i18n = ["Babel (>=2.7)"]
 name = "jsonschema"
 version = "3.1.1"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -824,6 +858,7 @@ format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors
 name = "keyring"
 version = "23.13.1"
 description = "Store and access your passwords safely."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -848,6 +883,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "lark-parser"
 version = "0.11.3"
 description = "a modern parsing library"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -863,6 +899,7 @@ regex = ["regex"]
 name = "leather"
 version = "0.3.4"
 description = "Python charting for 80% of humans."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -877,6 +914,7 @@ six = ">=1.6.1"
 name = "logbook"
 version = "1.5.3"
 description = "A logging replacement for Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -906,6 +944,7 @@ zmq = ["pyzmq"]
 name = "markupsafe"
 version = "2.0.1"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -984,6 +1023,7 @@ files = [
 name = "mashumaro"
 version = "3.8.1"
 description = "Fast serialization library on top of dataclasses"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1005,6 +1045,7 @@ yaml = ["pyyaml (>=3.13)"]
 name = "minimal-snowplow-tracker"
 version = "0.0.2"
 description = "A minimal snowplow event tracker for Python. Add analytics to your Python and Django apps, webapps and games"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1019,6 +1060,7 @@ six = ">=1.9.0,<2.0"
 name = "more-itertools"
 version = "8.14.0"
 description = "More routines for operating on iterables, beyond itertools"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1030,6 +1072,7 @@ files = [
 name = "msgpack"
 version = "1.0.4"
 description = "MessagePack serializer"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1091,6 +1134,7 @@ files = [
 name = "mysql-connector-python"
 version = "8.0.29"
 description = "MySQL driver written in Python"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1126,6 +1170,7 @@ gssapi = ["gssapi (>=1.6.9)"]
 name = "networkx"
 version = "2.6.3"
 description = "Python package for creating and manipulating graphs and networks"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1144,6 +1189,7 @@ test = ["codecov (>=2.1)", "pytest (>=6.2)", "pytest-cov (>=2.12)"]
 name = "nodeenv"
 version = "1.8.0"
 description = "Node.js virtual environment builder"
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
 files = [
@@ -1158,6 +1204,7 @@ setuptools = "*"
 name = "oracledb"
 version = "1.3.2"
 description = "Python interface to Oracle Database"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1198,6 +1245,7 @@ cryptography = ">=3.2.1"
 name = "oscrypto"
 version = "1.3.0"
 description = "TLS (SSL) sockets, key generation, encryption, decryption, signing, verification and KDFs using the OS crypto libraries. Does not require a compiler, and relies on the OS for patching. Works on Windows, OS X and Linux/BSD."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1212,6 +1260,7 @@ asn1crypto = ">=1.5.1"
 name = "packaging"
 version = "21.3"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1226,6 +1275,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 name = "parameterized"
 version = "0.8.1"
 description = "Parameterized testing with any Python test framework"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1240,6 +1290,7 @@ dev = ["jinja2"]
 name = "parsedatetime"
 version = "2.4"
 description = "Parse human-readable date/time text."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1254,6 +1305,7 @@ future = "*"
 name = "pathspec"
 version = "0.11.2"
 description = "Utility library for gitignore style pattern matching of file paths."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1265,6 +1317,7 @@ files = [
 name = "platformdirs"
 version = "3.11.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1280,6 +1333,7 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 name = "pre-commit"
 version = "3.5.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1298,6 +1352,7 @@ virtualenv = ">=20.10.0"
 name = "preql"
 version = "0.2.19"
 description = "An interpreted relational query language that compiles to SQL"
+category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -1323,6 +1378,7 @@ server = ["starlette"]
 name = "presto-python-client"
 version = "0.8.3"
 description = "Client for the Presto distributed SQL Engine"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1345,6 +1401,7 @@ tests = ["google-auth", "httpretty", "pytest", "pytest-runner", "requests-kerber
 name = "prompt-toolkit"
 version = "3.0.36"
 description = "Library for building powerful interactive command lines in Python"
+category = "main"
 optional = false
 python-versions = ">=3.6.2"
 files = [
@@ -1359,6 +1416,7 @@ wcwidth = "*"
 name = "protobuf"
 version = "4.22.3"
 description = ""
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1381,6 +1439,7 @@ files = [
 name = "psycopg2"
 version = "2.9.5"
 description = "psycopg2 - Python-PostgreSQL Database Adapter"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1403,6 +1462,7 @@ files = [
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1414,6 +1474,7 @@ files = [
 name = "pycryptodomex"
 version = "3.16.0"
 description = "Cryptographic library for Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1449,6 +1510,7 @@ files = [
 name = "pydantic"
 version = "1.10.12"
 description = "Data validation and settings management using python type hints"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1501,6 +1563,7 @@ email = ["email-validator (>=1.0.3)"]
 name = "pygments"
 version = "2.15.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1515,6 +1578,7 @@ plugins = ["importlib-metadata"]
 name = "PyJWT"
 version = "2.6.0"
 description = "JSON Web Token implementation in Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1532,6 +1596,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pyodbc"
 version = "4.0.39"
 description = "DB API Module for ODBC"
+category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -1576,6 +1641,7 @@ files = [
 name = "pyopenssl"
 version = "22.0.0"
 description = "Python wrapper module around the OpenSSL library"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1594,6 +1660,7 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 name = "pyparsing"
 version = "3.0.9"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+category = "main"
 optional = false
 python-versions = ">=3.6.8"
 files = [
@@ -1608,6 +1675,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 name = "pyrsistent"
 version = "0.19.3"
 description = "Persistent/Functional/Immutable data structures"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1644,6 +1712,7 @@ files = [
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1658,6 +1727,7 @@ six = ">=1.5"
 name = "python-slugify"
 version = "7.0.0"
 description = "A Python slugify application that also handles Unicode"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1675,6 +1745,7 @@ unidecode = ["Unidecode (>=1.1.1)"]
 name = "pytimeparse"
 version = "1.1.8"
 description = "Time expression parser"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1686,6 +1757,7 @@ files = [
 name = "pytz"
 version = "2022.6"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1697,6 +1769,7 @@ files = [
 name = "pytz-deprecation-shim"
 version = "0.1.0.post0"
 description = "Shims to make deprecation of pytz easier"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -1712,6 +1785,7 @@ tzdata = {version = "*", markers = "python_version >= \"3.6\""}
 name = "pywin32-ctypes"
 version = "0.2.0"
 description = ""
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1723,6 +1797,7 @@ files = [
 name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1768,10 +1843,109 @@ files = [
     {file = "PyYAML-6.0.tar.gz", hash = "sha256:68fb519c14306fec9720a2a5b45bc9f0c8d1b9c72adf45c37baedfcd949c35a2"},
 ]
 
+[[package]]
+name = "regex"
+version = "2023.10.3"
+description = "Alternative regular expression module, to replace re."
+category = "main"
+optional = false
+python-versions = ">=3.7"
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+
 [[package]]
 name = "requests"
 version = "2.28.1"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7, <4"
 files = [
@@ -1793,6 +1967,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "rich"
 version = "12.0.1"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "main"
 optional = false
 python-versions = ">=3.6.2,<4.0.0"
 files = [
@@ -1811,6 +1986,7 @@ jupyter = ["ipywidgets (>=7.5.1,<8.0.0)"]
 name = "ruff"
 version = "0.1.4"
 description = "An extremely fast Python linter and code formatter, written in Rust."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1837,6 +2013,7 @@ files = [
 name = "runtype"
 version = "0.2.7"
 description = "Type dispatch and validation for run-time Python"
+category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -1848,6 +2025,7 @@ files = [
 name = "secretstorage"
 version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1863,6 +2041,7 @@ jeepney = ">=0.6"
 name = "setuptools"
 version = "65.6.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1879,6 +2058,7 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 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 = [
@@ -1890,6 +2070,7 @@ files = [
 name = "snowflake-connector-python"
 version = "3.0.4"
 description = "Snowflake Connector for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1948,6 +2129,7 @@ secure-local-storage = ["keyring (!=16.1.0,<24.0.0)"]
 name = "sortedcontainers"
 version = "2.4.0"
 description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1959,6 +2141,7 @@ files = [
 name = "sqlparse"
 version = "0.4.3"
 description = "A non-validating SQL parser."
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1970,6 +2153,7 @@ files = [
 name = "tabulate"
 version = "0.9.0"
 description = "Pretty-print tabular data"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1984,6 +2168,7 @@ widechars = ["wcwidth"]
 name = "text-unidecode"
 version = "1.3"
 description = "The most basic Text::Unidecode port"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1995,6 +2180,7 @@ files = [
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2002,10 +2188,40 @@ files = [
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 ]
 
+[[package]]
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+version = "0.3.1"
+description = "Command line interface to read and write keys/values to/from toml files"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+
+[package.dependencies]
+regex = ">=2020.7.14"
+tomlkit = ">=0.7.2"
+typer = ">=0.3.2"
+
+[[package]]
+name = "tomlkit"
+version = "0.12.3"
+description = "Style preserving TOML library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
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+
 [[package]]
 name = "trino"
 version = "0.314.0"
 description = "Client for the Trino distributed SQL Engine"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2024,10 +2240,33 @@ kerberos = ["requests-kerberos"]
 sqlalchemy = ["sqlalchemy (>=1.3,<2.0)"]
 tests = ["click", "httpretty (<1.1)", "pytest", "pytest-runner", "requests-kerberos", "sqlalchemy (>=1.3,<2.0)"]
 
+[[package]]
+name = "typer"
+version = "0.9.0"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[package.dependencies]
+click = ">=7.1.1,<9.0.0"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
+doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
+test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<14.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2039,6 +2278,7 @@ files = [
 name = "tzdata"
 version = "2022.7"
 description = "Provider of IANA time zone data"
+category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2050,6 +2290,7 @@ files = [
 name = "tzlocal"
 version = "4.2"
 description = "tzinfo object for the local timezone"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2070,6 +2311,7 @@ test = ["pytest (>=4.3)", "pytest-mock (>=3.3)"]
 name = "unittest-parallel"
 version = "1.5.3"
 description = "Parallel unit test runner with coverage support"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2084,6 +2326,7 @@ coverage = ">=5.1"
 name = "urllib3"
 version = "1.26.13"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
@@ -2100,6 +2343,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "vertica-python"
 version = "1.3.2"
 description = "Official native Python client for the Vertica database."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2115,6 +2359,7 @@ six = ">=1.10.0"
 name = "virtualenv"
 version = "20.24.6"
 description = "Virtual Python Environment builder"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2135,6 +2380,7 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "wcwidth"
 version = "0.2.5"
 description = "Measures the displayed width of unicode strings in a terminal"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2146,6 +2392,7 @@ files = [
 name = "zipp"
 version = "3.11.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2174,4 +2421,4 @@ vertica = ["vertica-python"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8.0"
-content-hash = "b7f8880be9658fa523ff4737d1fdefd09d124ab09fac22fa9ec6a83454940c1d"
+content-hash = "a540c23a2b4d9e69f2a0a5b228dd5db0330669fdd4988f2e82c02887b8d44c1f"
diff --git a/pyproject.toml b/pyproject.toml
index 1b380dde..48f31d7d 100755
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -20,6 +20,11 @@ classifiers = [
     "Typing :: Typed"
 ]
 packages = [{ include = "data_diff" }]
+
+[tools.poetry.source]
+name = "data-platform-data-diff"
+url = "PLACEHOLDER_URL"
+
 [tool.poetry.dependencies]
 pydantic = "1.10.12"
 python = "^3.8.0"
@@ -46,6 +51,7 @@ pyodbc = {version="^4.0.39", optional=true}
 typing-extensions = ">=4.0.1"
 attrs = "^23.1.0"
 mashumaro = {version = ">=2.9,<3.11.0", extras = ["msgpack"]}
+toml-cli = "0.3.*"
 
 [tool.poetry.dev-dependencies]
 parameterized = "*"