diff --git a/python/Cargo.toml b/python/Cargo.toml
index ddf63c5dba..7f46075dc2 100644
--- a/python/Cargo.toml
+++ b/python/Cargo.toml
@@ -51,6 +51,7 @@ requires-dist = [
     "pytest; extra == 'devel'",
     "pytest-mock; extra == 'devel'",
     "pytest-cov; extra == 'devel'",
+    "pytest-clarity; extra == 'devel'",
     "pytest-timeout; extra == 'devel'",
     "sphinx; extra == 'devel'",
     "sphinx-rtd-theme; extra == 'devel'",
diff --git a/python/Makefile b/python/Makefile
index f0ce38e04f..eb9ca75bd6 100644
--- a/python/Makefile
+++ b/python/Makefile
@@ -1,8 +1,7 @@
 .DEFAULT_GOAL := help
 
 VENV := venv
-PY_SOURCE_DIR := deltalake tests
-
+MATURIN_VERSION := $(shell awk -F '[ ="]+' '$$1 == "requires" { print $$4 }' pyproject.toml)
 
 .PHONY: setup-venv
 setup-venv: ## Setup the virtualenv
@@ -12,7 +11,7 @@ setup-venv: ## Setup the virtualenv
 .PHONY: setup
 setup: ## Setup the requirements
 	$(info --- Setup dependencies ---)
-	pip install maturin==0.10.6
+	pip install maturin==$(MATURIN_VERSION)
 
 .PHONY: develop
 develop: setup ## Install Python binding of delta-rs
@@ -24,7 +23,7 @@ format: ## Format the code
 	$(info --- Rust format ---)
 	cargo fmt
 	$(info --- Python format ---)
-	black deltalake tests *.py
+	black
 	isort .
 
 .PHONY: check-rust
@@ -37,11 +36,11 @@ check-rust: ## Run check on Rust
 .PHONY: check-python
 check-python: ## Run check on Python
 	$(info Check Python isort)
-	isort --diff --check-only $(PY_SOURCE_DIR)
+	isort --diff --check-only .
 	$(info Check Python black)
-	black --check $(PY_SOURCE_DIR)
+	black --check
 	$(info Check Python mypy)
-	mypy --config-file setup.cfg $(PY_SOURCE_DIR)
+	mypy
 
 .PHONY: unit-test
 unit-test: ## Run unit test
diff --git a/python/deltalake/__init__.py b/python/deltalake/__init__.py
index 1e46701585..8af468f5d5 100644
--- a/python/deltalake/__init__.py
+++ b/python/deltalake/__init__.py
@@ -1,3 +1,3 @@
-from .deltalake import RawDeltaTable, RawDeltaTableMetaData, rust_core_version
+from .deltalake import RawDeltaTable, rust_core_version
 from .schema import DataType, Field, Schema
 from .table import DeltaTable, Metadata
diff --git a/python/deltalake/table.py b/python/deltalake/table.py
index 1120e678f7..3fdfd994c0 100644
--- a/python/deltalake/table.py
+++ b/python/deltalake/table.py
@@ -10,7 +10,7 @@
 if TYPE_CHECKING:
     import pandas
 
-from .deltalake import RawDeltaTable, RawDeltaTableMetaData
+from .deltalake import RawDeltaTable
 from .schema import Schema, pyarrow_schema_from_json
 
 
diff --git a/python/mypy.ini b/python/mypy.ini
deleted file mode 100644
index 59c262682f..0000000000
--- a/python/mypy.ini
+++ /dev/null
@@ -1,20 +0,0 @@
-[mypy]
-disallow_any_generics = True
-disallow_subclassing_any = True
-disallow_untyped_calls = True
-disallow_untyped_defs = True
-disallow_incomplete_defs = True
-check_untyped_defs = True
-disallow_untyped_decorators = True
-no_implicit_optional = True
-warn_redundant_casts = True
-warn_unused_ignores = True
-warn_return_any = False
-implicit_reexport = False
-strict_equality = True
-
-[mypy-pyarrow.*]
-ignore_missing_imports = True
-
-[mypy-deltalake.deltalake]
-ignore_missing_imports = True
\ No newline at end of file
diff --git a/python/pyproject.toml b/python/pyproject.toml
index f2dd04d3b0..37eff6e172 100644
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -1,9 +1,29 @@
 [build-system]
-requires = ["maturin==0.10.6"]
+requires = ["maturin==0.11.2"]
 build-backend = "maturin"
 
+[tool.mypy]
+files = "deltalake/*.py"
+exclude = "^tests"
+mypy_path = "./stubs"
+disallow_any_generics = true
+disallow_subclassing_any = true
+disallow_untyped_calls = true
+disallow_untyped_defs = true
+disallow_incomplete_defs = true
+check_untyped_defs = true
+disallow_untyped_decorators = true
+no_implicit_optional = true
+warn_redundant_casts = true
+warn_unused_ignores = true
+warn_return_any = false
+implicit_reexport = false
+strict_equality = true
+
 [tool.isort]
 profile = "black"
+src_paths = ["deltalake", "tests"]
 
 [tool.black]
+include = "deltalake,tests"
 exclude = "venv"
\ No newline at end of file
diff --git a/python/setup.cfg b/python/setup.cfg
deleted file mode 100644
index 1d5747a2c3..0000000000
--- a/python/setup.cfg
+++ /dev/null
@@ -1,5 +0,0 @@
-[flake8]
-max-line-length=150
-
-[mypy]
-ignore_missing_imports = True
diff --git a/python/stubs/deltalake/__init__.pyi b/python/stubs/deltalake/__init__.pyi
new file mode 100644
index 0000000000..e994c5f3a6
--- /dev/null
+++ b/python/stubs/deltalake/__init__.pyi
@@ -0,0 +1,3 @@
+from typing import Any
+
+RawDeltaTableMetadata: Any
diff --git a/python/stubs/deltalake/deltalake.pyi b/python/stubs/deltalake/deltalake.pyi
new file mode 100644
index 0000000000..d3c5529703
--- /dev/null
+++ b/python/stubs/deltalake/deltalake.pyi
@@ -0,0 +1,4 @@
+from typing import Any
+
+RawDeltaTable: Any
+rust_core_version: Any
\ No newline at end of file
diff --git a/python/stubs/pandas/__init__.pyi b/python/stubs/pandas/__init__.pyi
new file mode 100644
index 0000000000..be86cb108b
--- /dev/null
+++ b/python/stubs/pandas/__init__.pyi
@@ -0,0 +1,3 @@
+from typing import Any
+
+DataFrame: Any
\ No newline at end of file
diff --git a/python/stubs/pyarrow/__init__.pyi b/python/stubs/pyarrow/__init__.pyi
new file mode 100644
index 0000000000..ecf969d47f
--- /dev/null
+++ b/python/stubs/pyarrow/__init__.pyi
@@ -0,0 +1,18 @@
+from typing import Any
+
+Schema: Any
+Table: Any
+Field: Any
+DataType: Any
+schema: Any
+map_: Any
+list_: Any
+field: Any
+struct: Any
+type_for_alias: Any
+date32: Any
+date64: Any
+decimal128: Any
+float16: Any
+float32: Any
+float64: Any
diff --git a/python/stubs/pyarrow/dataset.pyi b/python/stubs/pyarrow/dataset.pyi
new file mode 100644
index 0000000000..254718661a
--- /dev/null
+++ b/python/stubs/pyarrow/dataset.pyi
@@ -0,0 +1,5 @@
+from typing import Any
+
+Dataset: Any
+dataset: Any
+partitioning: Any
\ No newline at end of file