diff --git a/.github/actions/overwrite-package-version/action.yml b/.github/actions/overwrite-package-version/action.yml
index f14c428ec0..2a0b8e046a 100644
--- a/.github/actions/overwrite-package-version/action.yml
+++ b/.github/actions/overwrite-package-version/action.yml
@@ -16,46 +16,24 @@
 # under the License.
 
 name: 'Update Package Version'
-description: 'Updates pyproject.toml version with a provided timestamp'
+description: 'Sets a PEP 440 version in pyproject.toml for Python builds'
 inputs:
-  timestamp:
-    description: 'Timestamp to override to the package version'
+  version:
+    description: 'PEP 440 version to set in pyproject.toml'
     required: true
 runs:
   using: "composite"
   steps:
-    - name: Setup Python
-      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-      with:
-        python-version: '3.12'
-
-    - name: Install toml
-      run: pip install toml
+    - name: Install toml-cli
+      run: cargo install toml-cli
       shell: bash
 
-    - name: Get and update version
+    - name: Set pyproject version
       shell: bash
       env:
-        TIMESTAMP: ${{ inputs.timestamp }}
+        VERSION: ${{ inputs.version }}
       run: |
-        # Read the current version from the Rust crate's Cargo.toml
-        CURRENT_VERSION=$(python -c "import toml; print(toml.load('bindings/python/Cargo.toml')['package']['version'])")
-        export NEW_VERSION="${CURRENT_VERSION}.dev${TIMESTAMP}"
-        echo "Current version: ${CURRENT_VERSION}"
-        echo "New dev version: ${NEW_VERSION}"
-
-        # Update bindings/python/pyproject.toml:
-        # - Set project.version = NEW_VERSION
-        # - Ensure 'version' is not listed in project.dynamic
-        python -c "
-        import toml
-        import os
-        config = toml.load('bindings/python/pyproject.toml')
-        new_version = os.environ['NEW_VERSION']
-        config['project']['version'] = new_version
-        if 'dynamic' in config['project']:
-          config['project']['dynamic'] = [v for v in config['project']['dynamic'] if v != 'version']
-        with open('bindings/python/pyproject.toml', 'w') as f:
-            toml.dump(config, f)
-        print(f'Updated version to: {new_version}')
-        "
\ No newline at end of file
+        echo "Setting pyproject version to: ${VERSION}"
+        PYPROJECT="bindings/python/pyproject.toml"
+        toml set "$PYPROJECT" project.version "${VERSION}" > tmp.toml && mv tmp.toml "$PYPROJECT"
+        sed 's/dynamic = \["version"\]/dynamic = []/' "$PYPROJECT" > tmp.toml && mv tmp.toml "$PYPROJECT"
diff --git a/.github/workflows/bindings_python_ci.yml b/.github/workflows/bindings_python_ci.yml
index 8d5395afeb..91283c66fb 100644
--- a/.github/workflows/bindings_python_ci.yml
+++ b/.github/workflows/bindings_python_ci.yml
@@ -44,19 +44,6 @@ permissions:
   contents: read
 
 jobs:
-  check-rust:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
-        with:
-          persist-credentials: false
-      - name: Check format
-        working-directory: "bindings/python"
-        run: cargo fmt --all -- --check
-      - name: Check clippy
-        working-directory: "bindings/python"
-        run: cargo clippy --all-targets --all-features -- -D warnings
-
   check-python:
     runs-on: ubuntu-slim
     steps:
diff --git a/.github/workflows/release_python.yml b/.github/workflows/release_python.yml
index 7e7bb11d49..fd6e1e7630 100644
--- a/.github/workflows/release_python.yml
+++ b/.github/workflows/release_python.yml
@@ -72,18 +72,18 @@ jobs:
             BASE_VERSION="${CARGO_VERSION%-rc.*}"
             echo "Base version (for Cargo.toml comparison): $BASE_VERSION"
             
-            # Read version from Cargo.toml and validate it matches
-            CARGO_TOML_VERSION=$(grep '^version = ' bindings/python/Cargo.toml | head -1 | sed 's/version = "\(.*\)"/\1/')
-            echo "Version in bindings/python/Cargo.toml: $CARGO_TOML_VERSION"
+            # Read workspace version via cargo metadata
+            CARGO_TOML_VERSION=$(cargo metadata --format-version 1 --no-deps -q | jq -r '.packages[0].version')
+            echo "Workspace version: $CARGO_TOML_VERSION"
             
             if [ "$BASE_VERSION" != "$CARGO_TOML_VERSION" ]; then
               echo "❌ Version mismatch!"
               echo "   Release tag base version: $BASE_VERSION"
-              echo "   bindings/python/Cargo.toml version: $CARGO_TOML_VERSION"
+              echo "   Cargo.toml (workspace) version: $CARGO_TOML_VERSION"
               echo "Please ensure the release tag matches the version in Cargo.toml"
               exit 1
             fi
-            echo "✅ Version matches bindings/python/Cargo.toml"
+            echo "✅ Version matches workspace Cargo.toml"
           fi
           
           # Check if this is a release candidate
@@ -107,22 +107,20 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Install toml-cli
+      - name: Compute RC version
         if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
-        run: cargo install toml-cli
-      
-      - name: Set cargo version for RC
-        if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
-        working-directory: "bindings/python"
-        run: |
-          echo "Setting cargo version to: ${NEEDS_VALIDATE_RELEASE_TAG_OUTPUTS_CARGO_VERSION}"
-          toml set Cargo.toml package.version "${NEEDS_VALIDATE_RELEASE_TAG_OUTPUTS_CARGO_VERSION}" > Cargo.toml.tmp
-          # doing this explicitly to avoid issue in Windows where `mv` does not overwrite existing file
-          rm Cargo.toml
-          mv Cargo.toml.tmp Cargo.toml
+        id: version
         shell: bash
         env:
-          NEEDS_VALIDATE_RELEASE_TAG_OUTPUTS_CARGO_VERSION: ${{ needs.validate-release-tag.outputs.cargo-version }}
+          CARGO_VERSION: ${{ needs.validate-release-tag.outputs.cargo-version }}
+        run: |
+          # Convert semver RC (0.9.0-rc.1) to PEP 440 (0.9.0rc1)
+          echo "pep440=$(echo "$CARGO_VERSION" | sed 's/-rc\.\([0-9]*\)/rc\1/')" >> $GITHUB_OUTPUT
+
+      - uses: ./.github/actions/overwrite-package-version
+        if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
+        with:
+          version: ${{ steps.version.outputs.pep440 }}
 
       - uses: PyO3/maturin-action@e83996d129638aa358a18fbd1dfb82f0b0fb5d3b # v1.51.0
         with:
@@ -156,22 +154,20 @@ jobs:
         with:
           persist-credentials: false
 
-      - name: Install toml-cli
-        if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
-        run: cargo install toml-cli
-      
-      - name: Set cargo version for RC
+      - name: Compute RC version
         if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
-        working-directory: "bindings/python"
+        id: version
         shell: bash
         env:
           CARGO_VERSION: ${{ needs.validate-release-tag.outputs.cargo-version }}
         run: |
-          echo "Setting cargo version to: $CARGO_VERSION"
-          toml set Cargo.toml package.version "$CARGO_VERSION" > Cargo.toml.tmp
-          # doing this explicitly to avoid issue in Windows where `mv` does not overwrite existing file
-          rm Cargo.toml
-          mv Cargo.toml.tmp Cargo.toml
+          # Convert semver RC (0.9.0-rc.1) to PEP 440 (0.9.0rc1)
+          echo "pep440=$(echo "$CARGO_VERSION" | sed 's/-rc\.\([0-9]*\)/rc\1/')" >> $GITHUB_OUTPUT
+
+      - uses: ./.github/actions/overwrite-package-version
+        if: ${{ needs.validate-release-tag.outputs.is-rc == 'true' }}
+        with:
+          version: ${{ steps.version.outputs.pep440 }}
 
       - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
@@ -190,7 +186,7 @@ jobs:
           manylinux: ${{ matrix.manylinux || 'auto' }}
           working-directory: "bindings/python"
           command: build
-          args: --release -o dist -i python3.12 # Explicitly set interpreter; manylinux containers have multiple Pythons and maturin may pick an older one
+          args: --profile py-release -o dist -i python3.12 # Explicitly set interpreter; manylinux containers have multiple Pythons and maturin may pick an older one
       - uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
           version: "0.9.3"
diff --git a/.github/workflows/release_python_nightly.yml b/.github/workflows/release_python_nightly.yml
index c5fa93df30..5fd52fda4c 100644
--- a/.github/workflows/release_python_nightly.yml
+++ b/.github/workflows/release_python_nightly.yml
@@ -44,9 +44,18 @@ jobs:
         with:
           persist-credentials: false
 
-      - uses: ./.github/actions/overwrite-package-version # Overwrite package version with timestamp
+      - name: Compute dev version
+        id: version
+        shell: bash
+        env:
+          TIMESTAMP: ${{ needs.set-version.outputs.timestamp }}
+        run: |
+          CURRENT=$(cargo metadata --format-version 1 --no-deps -q | jq -r '.packages[0].version')
+          echo "pep440=${CURRENT}.dev${TIMESTAMP}" >> $GITHUB_OUTPUT
+
+      - uses: ./.github/actions/overwrite-package-version
         with:
-          timestamp: ${{ needs.set-version.outputs.TIMESTAMP }}
+          version: ${{ steps.version.outputs.pep440 }}
 
       - uses: PyO3/maturin-action@e83996d129638aa358a18fbd1dfb82f0b0fb5d3b # v1.51.0
         with:
@@ -81,9 +90,18 @@ jobs:
         with:
           persist-credentials: false
 
-      - uses: ./.github/actions/overwrite-package-version # Overwrite package version with timestamp
+      - name: Compute dev version
+        id: version
+        shell: bash
+        env:
+          TIMESTAMP: ${{ needs.set-version.outputs.timestamp }}
+        run: |
+          CURRENT=$(cargo metadata --format-version 1 --no-deps -q | jq -r '.packages[0].version')
+          echo "pep440=${CURRENT}.dev${TIMESTAMP}" >> $GITHUB_OUTPUT
+
+      - uses: ./.github/actions/overwrite-package-version
         with:
-          timestamp: ${{ needs.set-version.outputs.TIMESTAMP }}
+          version: ${{ steps.version.outputs.pep440 }}
 
       - uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
@@ -104,7 +122,7 @@ jobs:
           manylinux: ${{ matrix.manylinux || 'auto' }}
           working-directory: "bindings/python"
           command: build
-          args: --release -o dist -i python3.12 # Explicitly set interpreter; manylinux containers have multiple Pythons and maturin may pick an older one
+          args: --profile py-release -o dist -i python3.12 # Explicitly set interpreter; manylinux containers have multiple Pythons and maturin may pick an older one
 
       - uses: astral-sh/setup-uv@08807647e7069bb48b6ef5acd8ec9567f424441b # v8.1.0
         with:
diff --git a/Cargo.lock b/Cargo.lock
index e6db56ce30..034d11d263 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,6 +2,54 @@
 # It is not intended for manual editing.
 version = 4
 
+[[package]]
+name = "abi_stable"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "69d6512d3eb05ffe5004c59c206de7f99c34951504056ce23fc953842f12c445"
+dependencies = [
+ "abi_stable_derive",
+ "abi_stable_shared",
+ "const_panic",
+ "core_extensions",
+ "crossbeam-channel",
+ "generational-arena",
+ "libloading",
+ "lock_api",
+ "parking_lot",
+ "paste",
+ "repr_offset",
+ "rustc_version",
+ "serde",
+ "serde_derive",
+ "serde_json",
+]
+
+[[package]]
+name = "abi_stable_derive"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d7178468b407a4ee10e881bc7a328a65e739f0863615cca4429d43916b05e898"
+dependencies = [
+ "abi_stable_shared",
+ "as_derive_utils",
+ "core_extensions",
+ "proc-macro2",
+ "quote",
+ "rustc_version",
+ "syn 1.0.109",
+ "typed-arena",
+]
+
+[[package]]
+name = "abi_stable_shared"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2b5df7688c123e63f4d4d649cba63f2967ba7f7861b1664fca3f77d3dad2b63"
+dependencies = [
+ "core_extensions",
+]
+
 [[package]]
 name = "adler2"
 version = "2.0.1"
@@ -157,7 +205,7 @@ version = "1.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -168,7 +216,7 @@ checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -257,6 +305,7 @@ dependencies = [
  "arrow-ipc",
  "arrow-json",
  "arrow-ord",
+ "arrow-pyarrow",
  "arrow-row",
  "arrow-schema",
  "arrow-select",
@@ -411,6 +460,18 @@ dependencies = [
  "arrow-select",
 ]
 
+[[package]]
+name = "arrow-pyarrow"
+version = "58.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d29abdf672a81c1aeb57fd2661457f9918964d49aed0e9f18932535f2a9e49ce"
+dependencies = [
+ "arrow-array",
+ "arrow-data",
+ "arrow-schema",
+ "pyo3",
+]
+
 [[package]]
 name = "arrow-row"
 version = "58.1.0"
@@ -430,6 +491,7 @@ version = "58.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f633dbfdf39c039ada1bf9e34c694816eb71fbb7dc78f613993b7245e078a1ed"
 dependencies = [
+ "bitflags",
  "serde_core",
  "serde_json",
 ]
@@ -471,6 +533,18 @@ version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b0f477b951e452a0b6b4a10b53ccd569042d1d01729b519e02074a9c0958a063"
 
+[[package]]
+name = "as_derive_utils"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff3c96645900a44cf11941c111bd08a6573b0e2f9f69bc9264b179d8fae753c4"
+dependencies = [
+ "core_extensions",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "assert-json-diff"
 version = "2.0.2"
@@ -505,6 +579,15 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "async-ffi"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4de21c0feef7e5a556e51af767c953f0501f7f300ba785cc99c47bdc8081a50"
+dependencies = [
+ "abi_stable",
+]
+
 [[package]]
 name = "async-lock"
 version = "3.4.2"
@@ -524,7 +607,7 @@ checksum = "3b43422f69d8ff38f95f1b2bb76517c91589a924d1559a0e935d7c8ce0274c11"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -535,7 +618,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1096,13 +1179,13 @@ version = "3.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "519bd3116aeeb42d5372c29d982d16d0170d3d4a5ed85fc7dd91642ffff3c67c"
 dependencies = [
- "darling 0.20.11",
+ "darling 0.23.0",
  "ident_case",
  "prettyplease",
  "proc-macro2",
  "quote",
  "rustversion",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1169,7 +1252,7 @@ checksum = "f9abbd1bc6865053c427f7198e6af43bfdedc55ab791faed4fbd361d789575ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1321,7 +1404,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1360,7 +1443,7 @@ version = "3.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "faf9468729b8cbcea668e36183cb69d317348c2e08e994829fb56ebfdfbaac34"
 dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -1498,6 +1581,21 @@ version = "0.8.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "773648b94d0e5d620f64f280777445740e61fe701025087ec8b57f45c791888b"
 
+[[package]]
+name = "core_extensions"
+version = "1.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42bb5e5d0269fd4f739ea6cedaf29c16d81c27a7ce7582008e90eb50dcd57003"
+dependencies = [
+ "core_extensions_proc_macros",
+]
+
+[[package]]
+name = "core_extensions_proc_macros"
+version = "1.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "533d38ecd2709b7608fb8e18e4504deb99e9a72879e6aa66373a76d8dc4259ea"
+
 [[package]]
 name = "countio"
 version = "0.3.0"
@@ -1685,7 +1783,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1698,7 +1796,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "strsim",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1709,7 +1807,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
  "darling_core 0.20.11",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1720,7 +1818,7 @@ checksum = "ac3984ec7bd6cfa798e62b4a642426a5be0e68f9401cfc2a01e3fa9ea2fcdb8d"
 dependencies = [
  "darling_core 0.23.0",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2129,6 +2227,36 @@ dependencies = [
  "paste",
 ]
 
+[[package]]
+name = "datafusion-ffi"
+version = "53.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b95173344d04ba62755c949bf44f8d1a6e4414cf6392a635db96c07e711b9a3c"
+dependencies = [
+ "abi_stable",
+ "arrow",
+ "arrow-schema",
+ "async-ffi",
+ "async-trait",
+ "datafusion-catalog",
+ "datafusion-common",
+ "datafusion-datasource",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-functions-aggregate-common",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-proto",
+ "datafusion-proto-common",
+ "datafusion-session",
+ "futures",
+ "log",
+ "prost",
+ "semver",
+ "tokio",
+]
+
 [[package]]
 name = "datafusion-functions"
 version = "53.1.0"
@@ -2273,7 +2401,7 @@ checksum = "2e367e6a71051d0ebdd29b2f85d12059b38b1d1f172c6906e80016da662226bd"
 dependencies = [
  "datafusion-doc",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2403,6 +2531,45 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "datafusion-proto"
+version = "53.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a387aaef949dc16bb6abc81bd1af850ec7449183aef011214f9724957495738"
+dependencies = [
+ "arrow",
+ "chrono",
+ "datafusion-catalog",
+ "datafusion-catalog-listing",
+ "datafusion-common",
+ "datafusion-datasource",
+ "datafusion-datasource-arrow",
+ "datafusion-datasource-csv",
+ "datafusion-datasource-json",
+ "datafusion-datasource-parquet",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-functions-table",
+ "datafusion-physical-expr",
+ "datafusion-physical-expr-common",
+ "datafusion-physical-plan",
+ "datafusion-proto-common",
+ "object_store",
+ "prost",
+ "rand 0.9.4",
+]
+
+[[package]]
+name = "datafusion-proto-common"
+version = "53.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16e614c7c53a9c304c6a850b821010bb492e57300311835f1180613f9d2c63d9"
+dependencies = [
+ "arrow",
+ "datafusion-common",
+ "prost",
+]
+
 [[package]]
 name = "datafusion-pruning"
 version = "53.1.0"
@@ -2565,7 +2732,7 @@ dependencies = [
  "darling 0.20.11",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2575,7 +2742,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ab63b0e2bf4d5928aff72e83a7dace85d7bba5fe12dcc3c5a572d78caffd3f3c"
 dependencies = [
  "derive_builder_core",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2614,7 +2781,7 @@ dependencies = [
  "libc",
  "option-ext",
  "redox_users",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -2625,7 +2792,7 @@ checksum = "97369cbbc041bc366949bc74d34658d6cda5621039731c6310521892a3a20ae0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2691,7 +2858,7 @@ dependencies = [
  "enum-ordinalize",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2732,7 +2899,7 @@ checksum = "8ca9601fb2d62598ee17836250842873a413586e5d7ed88b356e38ddbb0ec631"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2782,7 +2949,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -3039,7 +3206,7 @@ checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3086,6 +3253,15 @@ dependencies = [
  "cfg-if 0.1.10",
 ]
 
+[[package]]
+name = "generational-arena"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "877e94aff08e743b651baaea359664321055749b398adff8740a7399af7796e7"
+dependencies = [
+ "cfg-if 1.0.4",
+]
+
 [[package]]
 name = "generic-array"
 version = "0.14.7"
@@ -3166,7 +3342,7 @@ checksum = "53010ccb100b96a67bc32c0175f0ed1426b31b655d562898e57325f81c023ac0"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4053,7 +4229,7 @@ dependencies = [
  "portable-atomic-util",
  "serde_core",
  "wasm-bindgen",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -4064,7 +4240,7 @@ checksum = "2a8c8b344124222efd714b73bb41f8b5120b27a7cc1c75593a6ff768d9d05aa4"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4109,7 +4285,7 @@ dependencies = [
  "quote",
  "rustc_version",
  "simd_cesu8",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4128,7 +4304,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
 dependencies = [
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4269,6 +4445,16 @@ version = "0.2.183"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b5b646652bf6661599e1da8901b3b9522896f01e736bad5f723fe7a3a27f899d"
 
+[[package]]
+name = "libloading"
+version = "0.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b67380fd3b2fbe7527a606e18729d21c6f3951633d0500574c4dc22d2d638b9f"
+dependencies = [
+ "cfg-if 1.0.4",
+ "winapi",
+]
+
 [[package]]
 name = "liblzma"
 version = "0.4.6"
@@ -4539,7 +4725,7 @@ dependencies = [
  "cfg-if 1.0.4",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4613,7 +4799,7 @@ checksum = "b40e46c845ac234bcba19db7ab252bc2778cbadd516a466d2f12b1580852d136"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4639,7 +4825,7 @@ checksum = "4568f25ccbd45ab5d5603dc34318c1ec56b117531781260002151b8530a9f931"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -4703,7 +4889,7 @@ version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -4797,7 +4983,7 @@ dependencies = [
  "proc-macro-crate",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5386,7 +5572,7 @@ checksum = "d9b20ed30f105399776b9c883e68e536ef602a16ae6f596d2c473591d6ad64c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5545,7 +5731,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "479ca8adacdd7ce8f1fb39ce9ecccbfe93a3f1344b3d0d97f20bc0196208f62b"
 dependencies = [
  "proc-macro2",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5591,7 +5777,7 @@ dependencies = [
  "prost",
  "prost-types",
  "regex",
- "syn",
+ "syn 2.0.117",
  "tempfile",
 ]
 
@@ -5605,7 +5791,7 @@ dependencies = [
  "itertools 0.14.0",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5644,7 +5830,78 @@ checksum = "7347867d0a7e1208d93b46767be83e2b8f978c3dad35f775ac8d8847551d6fe1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "pyiceberg_core_rust"
+version = "0.9.0"
+dependencies = [
+ "arrow",
+ "datafusion-ffi",
+ "iceberg",
+ "iceberg-datafusion",
+ "iceberg-storage-opendal",
+ "pyo3",
+ "tokio",
+]
+
+[[package]]
+name = "pyo3"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91fd8e38a3b50ed1167fb981cd6fd60147e091784c427b8f7183a7ee32c31c12"
+dependencies = [
+ "libc",
+ "once_cell",
+ "portable-atomic",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e368e7ddfdeb98c9bca7f8383be1648fd84ab466bf2bc015e94008db6d35611e"
+dependencies = [
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f29e10af80b1f7ccaf7f69eace800a03ecd13e883acfacc1e5d0988605f651e"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df6e520eff47c45997d2fc7dd8214b25dd1310918bbb2642156ef66a67f29813"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn 2.0.117",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.28.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4cdc218d835738f81c2338f822078af45b4afdf8b2e33cbb5916f108b813acb"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5864,7 +6121,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "76009fbe0614077fc1a2ce255e3a1881a2e3a3527097d5dc6d8212c585e7e38b"
 dependencies = [
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5922,7 +6179,7 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5982,6 +6239,15 @@ version = "0.5.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cadadef317c2f20755a64d7fdc48f9e7178ee6b0e1f7fce33fa60f1d68a276e6"
 
+[[package]]
+name = "repr_offset"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb1070755bd29dffc19d0971cab794e607839ba2ef4b69a9e6fbc8733c1b72ea"
+dependencies = [
+ "tstr",
+]
+
 [[package]]
 name = "reqsign-aliyun-oss"
 version = "3.0.0"
@@ -6231,7 +6497,7 @@ checksum = "5d2ed0b54125315fb36bd021e82d314d1c126548f871634b483f46b31d13cac6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6290,7 +6556,7 @@ dependencies = [
  "regex",
  "relative-path",
  "rustc_version",
- "syn",
+ "syn 2.0.117",
  "unicode-ident",
 ]
 
@@ -6332,7 +6598,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -6390,7 +6656,7 @@ dependencies = [
  "security-framework",
  "security-framework-sys",
  "webpki-root-certs",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -6523,7 +6789,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde_derive_internals",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6643,7 +6909,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6654,7 +6920,7 @@ checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6678,7 +6944,7 @@ checksum = "175ee3e80ae9982737ca543e96133087cbd9a485eecc3bc4de9c1a37b47ea59c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6699,7 +6965,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "serde",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6743,7 +7009,7 @@ dependencies = [
  "darling 0.23.0",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6921,7 +7187,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3a766e1110788c36f4fa1c2b71b387a7815aa65f88ce0229841826633d93723e"
 dependencies = [
  "libc",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -7025,7 +7291,7 @@ checksum = "a6dd45d8fc1c79299bfbb7190e42ccbbdf6a5f52e4a6ad98d92357ea965bd289"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7087,7 +7353,7 @@ dependencies = [
  "quote",
  "sqlx-core",
  "sqlx-macros-core",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7108,7 +7374,7 @@ dependencies = [
  "sha2",
  "sqlx-core",
  "sqlx-sqlite",
- "syn",
+ "syn 2.0.117",
  "tokio",
  "url",
 ]
@@ -7285,7 +7551,7 @@ dependencies = [
  "heck",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7318,7 +7584,7 @@ dependencies = [
  "serde",
  "serde_json",
  "serde_yaml",
- "syn",
+ "syn 2.0.117",
  "typify",
  "walkdir",
 ]
@@ -7335,6 +7601,17 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a7973cce6668464ea31f176d85b13c7ab3bba2cb3b77a2ed26abd7801688010a"
 
+[[package]]
+name = "syn"
+version = "1.0.109"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
 [[package]]
 name = "syn"
 version = "2.0.117"
@@ -7363,7 +7640,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7407,6 +7684,12 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7b2093cf4c8eb1e67749a6762251bc9cd836b6fc171623bd0a9d324d37af2417"
 
+[[package]]
+name = "target-lexicon"
+version = "0.13.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adb6935a6f5c20170eeceb1a3835a49e12e19d792f6dd344ccc76a985ca5a6ca"
+
 [[package]]
 name = "tempfile"
 version = "3.27.0"
@@ -7417,7 +7700,7 @@ dependencies = [
  "getrandom 0.4.2",
  "once_cell",
  "rustix",
- "windows-sys 0.60.2",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -7452,7 +7735,7 @@ checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7463,7 +7746,7 @@ checksum = "ebc4ee7f67670e9b64d05fa4253e753e016c6c95ff35b89b7941d6b856dec1d5"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7576,7 +7859,7 @@ checksum = "385a6cb71ab9ab790c5fe8d67f1645e6c450a7ce006a33de03daa956cf70a496"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7774,7 +8057,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7835,12 +8118,33 @@ version = "0.2.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
 
+[[package]]
+name = "tstr"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f8e0294f14baae476d0dd0a2d780b2e24d66e349a9de876f5126777a37bdba7"
+dependencies = [
+ "tstr_proc_macros",
+]
+
+[[package]]
+name = "tstr_proc_macros"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e78122066b0cb818b8afd08f7ed22f7fdbc3e90815035726f0840d0d26c0747a"
+
 [[package]]
 name = "twox-hash"
 version = "2.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9ea3136b675547379c4bd395ca6b938e5ad3c3d20fad76e7fe85f9e0d011419c"
 
+[[package]]
+name = "typed-arena"
+version = "2.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6af6ae20167a9ece4bcb41af5b80f8a1f1df981f6391189ce00fd257af04126a"
+
 [[package]]
 name = "typed-builder"
 version = "0.20.1"
@@ -7858,7 +8162,7 @@ checksum = "3c36781cc0e46a83726d9879608e4cf6c2505237e263a8eb8c24502989cfdb28"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7894,7 +8198,7 @@ checksum = "27a7a9b72ba121f6f1f6c3632b85604cac41aedb5ddc70accbebb6cac83de846"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7928,7 +8232,7 @@ dependencies = [
  "semver",
  "serde",
  "serde_json",
- "syn",
+ "syn 2.0.117",
  "thiserror 2.0.18",
  "unicode-ident",
 ]
@@ -7946,7 +8250,7 @@ dependencies = [
  "serde",
  "serde_json",
  "serde_tokenstream",
- "syn",
+ "syn 2.0.117",
  "typify-impl",
 ]
 
@@ -8270,7 +8574,7 @@ dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
  "wasm-bindgen-shared",
 ]
 
@@ -8435,7 +8739,7 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
@@ -8497,7 +8801,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8508,7 +8812,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8844,7 +9148,7 @@ dependencies = [
  "heck",
  "indexmap 2.13.0",
  "prettyplease",
- "syn",
+ "syn 2.0.117",
  "wasm-metadata",
  "wit-bindgen-core",
  "wit-component",
@@ -8860,7 +9164,7 @@ dependencies = [
  "prettyplease",
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
  "wit-bindgen-core",
  "wit-bindgen-rust",
 ]
@@ -9096,7 +9400,7 @@ checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -9117,7 +9421,7 @@ checksum = "0e8bc7269b54418e7aeeef514aa68f8690b8c0489a06b0136e5f57c4c5ccab89"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9137,7 +9441,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -9177,7 +9481,7 @@ checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn",
+ "syn 2.0.117",
 ]
 
 [[package]]
diff --git a/Cargo.toml b/Cargo.toml
index a4b0172ab6..a9143d806e 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -16,8 +16,8 @@
 # under the License.
 
 [workspace]
-exclude = ["bindings/python"]
 members = [
+  "bindings/python",
   "crates/catalog/*",
   "crates/examples",
   "crates/iceberg",
@@ -46,6 +46,7 @@ aes-gcm = "0.10"
 anyhow = "1.0.72"
 apache-avro = { version = "0.21", features = ["zstandard"] }
 array-init = "2"
+arrow = "58"
 arrow-arith = "58"
 arrow-array = "58"
 arrow-buffer = "58"
@@ -75,6 +76,7 @@ clap = { version = "4.5.48", features = ["derive", "cargo"] }
 dashmap = "6"
 datafusion = "53.1.0"
 datafusion-cli = "53.0.0"
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diff --git a/bindings/python/Cargo.toml b/bindings/python/Cargo.toml
index 1488e6ee74..e1e72d50ec 100644
--- a/bindings/python/Cargo.toml
+++ b/bindings/python/Cargo.toml
@@ -16,37 +16,31 @@
 # under the License.
 
 [package]
-edition = "2024"
-homepage = "https://rust.iceberg.apache.org"
+edition = { workspace = true }
+homepage = { workspace = true }
 name = "pyiceberg_core_rust"
-rust-version = "1.92"
-version = "0.9.0"
 # This crate is used to build python bindings, we don't want to publish it
 publish = false
+rust-version = { workspace = true }
+version = { workspace = true }
 
-keywords = ["iceberg"]
-license = "Apache-2.0"
+categories = ["database"]
+description = "Apache Iceberg Python Bindings"
+keywords = ["iceberg", "python", "bindings"]
+license = { workspace = true }
+repository = { workspace = true }
 
 [lib]
 crate-type = ["cdylib"]
 
 [dependencies]
-arrow = { version = "58", features = ["pyarrow", "chrono-tz"] }
-datafusion-ffi = "53.0.0"
-iceberg = { path = "../../crates/iceberg" }
-iceberg-datafusion = { path = "../../crates/integrations/datafusion" }
-iceberg-storage-opendal = { path = "../../crates/storage/opendal", features = [
-  "opendal-all",
-] }
-pyo3 = { version = "0.28", features = ["extension-module", "abi3-py310"] }
-tokio = { version = "1.46.1", default-features = false }
-
-[profile.release]
-codegen-units = 1
-debug = false
-lto = "thin"
-opt-level = "z"
-strip = true
+arrow = { workspace = true, features = ["pyarrow"] }
+datafusion-ffi = { workspace = true }
+iceberg = { workspace = true }
+iceberg-datafusion = { workspace = true }
+iceberg-storage-opendal = { workspace = true, features = ["opendal-all"] }
+pyo3 = { workspace = true, features = ["abi3-py310"] }
+tokio = { workspace = true }
 
 [package.metadata.cargo-machete]
 ignored = []
diff --git a/bindings/python/pyproject.toml b/bindings/python/pyproject.toml
index ecef03b17d..78712c1b10 100644
--- a/bindings/python/pyproject.toml
+++ b/bindings/python/pyproject.toml
@@ -17,7 +17,7 @@
 
 [build-system]
 build-backend = "maturin"
-requires = ["maturin>=1.0,<2.0"]
+requires = ["maturin>=1.9.4,<2.0"]
 
 [project]
 classifiers = [
@@ -40,7 +40,6 @@ readme = "project-description.md"
 requires-python = ">=3.10,<4"
 
 [tool.maturin]
-features = ["pyo3/extension-module"]
 include = [
   { path = "LICENSE", format = [
     "sdist",
@@ -52,7 +51,15 @@ include = [
   ] },
 ]
 module-name = "pyiceberg_core.pyiceberg_core_rust"
+profile = "release"
 python-source = "python"
+# Optimize for small binary size (https://github.com/apache/iceberg-rust/pull/1841)
+config = [
+  "profile.release.lto=\"thin\"",
+  "profile.release.codegen-units=1",
+  "profile.release.opt-level=\"z\"",
+  "profile.release.strip=true",
+]
 
 [tool.ruff.lint]
 ignore = ["F403", "F405"]
@@ -66,7 +73,7 @@ filterwarnings = [
 
 [dependency-groups]
 dev = [
-  "maturin>=1.0,<2.0",
+  "maturin>=1.9.4,<2.0",
   "pytest>=8.3.2",
   "datafusion==52.*",
   # Set a PyIceberg lower bound; otherwise the resolver may select the
diff --git a/bindings/python/uv.lock b/bindings/python/uv.lock
index 70c6a66265..a8db4072df 100644
--- a/bindings/python/uv.lock
+++ b/bindings/python/uv.lock
@@ -893,7 +893,7 @@ dev = [
     { name = "datafusion", specifier = "==52.*" },
     { name = "fastavro", specifier = ">=1.11.1" },
     { name = "huggingface-hub", specifier = ">=0.20" },
-    { name = "maturin", specifier = ">=1.0,<2.0" },
+    { name = "maturin", specifier = ">=1.9.4,<2.0" },
     { name = "pyarrow", specifier = ">=17" },
     { name = "pyiceberg", extras = ["sql-sqlite"], specifier = ">=0.11" },
     { name = "pytest", specifier = ">=8.3.2" },
diff --git a/website/src/release.md b/website/src/release.md
index e8ab8e03b7..1c062e983b 100644
--- a/website/src/release.md
+++ b/website/src/release.md
@@ -107,8 +107,7 @@ For details of each step, please refer to: https://rust.iceberg.apache.org/relea
 Bump all components' version in the project to the new iceberg version.
 Please note that this version is the exact version of the release, not the release candidate version.
 
-- rust core: bump version in `Cargo.toml`
-- python binding: bump version in `bindings/python/Cargo.toml`
+- rust core and python binding: bump version in root `Cargo.toml` under `[workspace.package]`
 
 ### Update docs