diff --git a/.cursorrules b/.cursorrules
index 6f578f5..e8b5bc4 100644
--- a/.cursorrules
+++ b/.cursorrules
@@ -137,6 +137,7 @@ Supported versions:
 - Python 3.10
 - Python 3.11
 - Python 3.12
+- Python 3.13
 
 ## Code Examples
 
diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
index 5c96bf6..bd2920c 100644
--- a/.github/workflows/cd.yml
+++ b/.github/workflows/cd.yml
@@ -35,7 +35,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python_version: ["3.9", "3.10", "3.11", "3.12"]
+        python_version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
     permissions:
       id-token: write
       contents: read
@@ -413,7 +413,7 @@ jobs:
     needs: build-and-push-artifacts-status
     if: github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/')
     env:
-      PYTHON_VERSIONS: "3.9,3.10,3.11,3.12"
+      PYTHON_VERSIONS: "3.9,3.10,3.11,3.12,3.13"
     steps:
       - name: Checkout code
         uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 287d6c5..81e283f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -158,7 +158,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
 
     steps:
     - name: Checkout code
@@ -277,7 +277,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"]
     steps:
       - name: Checkout code
         uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
@@ -293,11 +293,11 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Set up Java 11
+      - name: Set up Java 17
         uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4
         with:
           distribution: 'temurin'
-          java-version: '11'
+          java-version: '17'
 
       - name: Load cached Poetry installation
         id: cached-poetry
@@ -322,6 +322,10 @@ jobs:
           path: .venv
           key: venv-v2-${{ github.event.pull_request.head.repo.full_name || github.repository }}-py${{ matrix.python-version }}-${{ hashFiles('poetry.lock') }}
 
+      - name: Add venv to PATH
+        if: steps.cache-deps.outputs.cache-hit == 'true'
+        run: echo "${{ github.workspace }}/.venv/bin" >> $GITHUB_PATH
+
       - name: Install dependencies
         if: steps.cache-deps.outputs.cache-hit != 'true'
         run: poetry install --no-interaction --no-root --with dev
@@ -363,6 +367,14 @@ jobs:
             echo "Warning: No coverage file generated"
           fi
 
+      - name: Per-version coverage summary
+        if: steps.test-unit.outputs.coverage_generated == 'true'
+        env:
+          PYTHON_VERSION: ${{ matrix.python-version }}
+        run: |
+          echo "## Python ${PYTHON_VERSION} Coverage" >> $GITHUB_STEP_SUMMARY
+          poetry run coverage report --data-file=coverage/.coverage.${PYTHON_VERSION} --format=markdown >> $GITHUB_STEP_SUMMARY
+
       - name: Upload test results to Codecov (these are results not coverage reports)
         if: ${{ !cancelled() }}
         uses: codecov/test-results-action@47f89e9acb64b76debcd5ea40642d25a4adced9f # v1
@@ -378,13 +390,6 @@ jobs:
           files: ./coverage/coverage-${{ matrix.python-version }}.xml
           fail_ci_if_error: ${{ github.event.pull_request.head.repo.full_name == github.repository || github.event_name == 'push' }}
 
-      - name: Per-version coverage summary
-        if: steps.test-unit.outputs.coverage_generated == 'true'
-        env:
-          PYTHON_VERSION: ${{ matrix.python-version }}
-        run: |
-          echo "## Python ${PYTHON_VERSION} Coverage" >> $GITHUB_STEP_SUMMARY
-          poetry run coverage report --data-file=coverage/.coverage.${PYTHON_VERSION} --format=markdown >> $GITHUB_STEP_SUMMARY
   audit-prod:
     name: Audit - Production
     runs-on: ubuntu-latest
diff --git a/.mise.toml b/.mise.toml
index 5a4e784..c17e105 100644
--- a/.mise.toml
+++ b/.mise.toml
@@ -3,8 +3,8 @@
 # Then run: mise install
 
 [tools]
-python = "3.12"
-java = "temurin-11"
+python = "3.13"
+java = "temurin-17"
 poetry = "2.2.0"
 
 [tasks.setup]
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ea8da5f..fa040cd 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -11,13 +11,13 @@ repos:
     hooks:
       - id: flake8
         name: flake8
-        entry: poetry run flake8 -j auto
+        entry: mise exec -- poetry run flake8 -j auto
         language: system
         types: [python]
 
       - id: isort
         name: isort
-        entry: poetry run isort
+        entry: mise exec -- poetry run isort
         language: system
         types: [python]
         args: ["--filter-files"]
diff --git a/CLAUDE.md b/CLAUDE.md
index 130517e..c3e2f56 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -52,7 +52,7 @@
 
 ## Python Version Support
 
-- Python 3.9, 3.10, 3.11, 3.12
+- Python 3.9, 3.10, 3.11, 3.12, 3.13
 
 ## Dependencies
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 924931d..df55851 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,6 +1,6 @@
 # Contributing
 
-All contributions are highly appreciated! 
+All contributions are highly appreciated!
 Start by [forking the repository](https://github.com/deepnote/deepnote-toolkit/fork) on GitHub and setting up Deepnote Toolkit for local development.
 
 ## Local development setup
@@ -13,17 +13,17 @@ Start by [forking the repository](https://github.com/deepnote/deepnote-toolkit/f
 2. Run setup:
 
     ```bash
-    mise install        # Installs Python 3.12 and Java 11
+    mise install        # Installs Python 3.12 and Java 17
     mise run setup      # Installs dependencies and pre-commit hooks
     ```
 
 #### Option 2: Manual setup
 
 1. Install poetry: [Installation](https://python-poetry.org/docs/#installation)
-2. Install Java 11 (required for PySpark tests):
-    - macOS: `brew install openjdk@11`
-    - Ubuntu/Debian: `sudo apt-get install openjdk-11-jdk`
-    - RHEL/Fedora: `sudo dnf install java-11-openjdk-devel`
+2. Install Java 17 (required for PySpark tests):
+    - macOS: `brew install openjdk@17`
+    - Ubuntu/Debian: `sudo apt-get install openjdk-17-jdk`
+    - RHEL/Fedora: `sudo dnf install java-17-openjdk-devel`
 3. Set up venv for development package:
 
     ```bash
diff --git a/deepnote_toolkit/ocelots/pandas/analyze.py b/deepnote_toolkit/ocelots/pandas/analyze.py
index 836ee4c..dd75ad2 100644
--- a/deepnote_toolkit/ocelots/pandas/analyze.py
+++ b/deepnote_toolkit/ocelots/pandas/analyze.py
@@ -78,13 +78,25 @@ def _get_histogram(pd_series):
             # let's drop infinite values because they break histograms
             np_array = np.array(pd_series.replace([np.inf, -np.inf], np.nan).dropna())
 
+        # Check if array is empty after dropping NaN/NaT values
+        if len(np_array) == 0:
+            return None
+
         y, bins = np.histogram(np_array, bins=10)
         return [
             {"bin_start": bins[i], "bin_end": bins[i + 1], "count": count.item()}
             for i, count in enumerate(y)
         ]
-    except IndexError:
-        # numpy bug https://github.com/numpy/numpy/issues/8627
+    except (ValueError, IndexError) as e:
+        # NumPy 2.2+ raises "Too many bins for data range" when:
+        # - Data range is zero (all values identical), or
+        # - For integer data, bin width would be < 1.0, or
+        # - Floating point precision prevents creating finite-sized bins at large scales
+        # Numpy implementation: https://github.com/numpy/numpy/blob/e7a123b2d3eca9897843791dd698c1803d9a39c2/numpy/lib/_histograms_impl.py#L454
+        # IndexError can occur in NumPy 2.x with edge cases involving large integers or datetime conversions
+        if isinstance(e, ValueError) and "Too many bins for data range" in str(e):
+            return None
+        # For IndexError or other ValueError cases, return None to gracefully handle edge cases
         return None
 
 
diff --git a/deepnote_toolkit/variable_explorer.py b/deepnote_toolkit/variable_explorer.py
index 7545a87..e5f5af6 100644
--- a/deepnote_toolkit/variable_explorer.py
+++ b/deepnote_toolkit/variable_explorer.py
@@ -407,6 +407,27 @@ def _to_int(x):
     return int(x) if x else None
 
 
+def _get_type_name(v):
+    """
+    Get the normalized type name for a variable with backwards compatibility.
+
+    In Python 3.13, NumPy's bool_ type may report as 'bool' instead of 'bool_'.
+    This function ensures we always return 'bool_' for NumPy bool types to maintain
+    compatibility with older Python versions.
+    """
+    # Check for NumPy bool_ type first (most reliable check)
+    # This handles the case where Python 3.13 reports np.bool_ as 'bool'
+    try:
+        if np is not None and isinstance(v, np.bool_):
+            return "bool_"
+    except (AttributeError, TypeError):
+        # If numpy types change or there's an issue with the comparison
+        pass
+
+    # Fall back to standard type name
+    return type(v).__name__
+
+
 def _get_variable_dict_entry(var_name, v):
     try:
         shape = _get_shape(v)
@@ -415,7 +436,7 @@ def _get_variable_dict_entry(var_name, v):
         underlying_data_type = _get_underlying_data_type(v)
         var_result = {
             "varName": var_name,
-            "varType": type(v).__name__,
+            "varType": _get_type_name(v),
             "varSize": _to_int(_get_size(v)),
             "varShape": shape,
             "varContent": _get_content(v),
diff --git a/dockerfiles/test.Dockerfile b/dockerfiles/test.Dockerfile
index 1605c5a..4307965 100644
--- a/dockerfiles/test.Dockerfile
+++ b/dockerfiles/test.Dockerfile
@@ -2,7 +2,7 @@ FROM quay.io/pypa/manylinux_2_28_x86_64:2025.05.28-1
 RUN pipx install nox poetry==2.2.0
 
 RUN dnf -y update && \
-    dnf -y install java-11-openjdk-devel \
+    dnf -y install java-17-openjdk-devel \
     # Required for pymssql - provides sqlfront.h header file
     freetds-devel \
     # Required for database connectivity through ODBC
diff --git a/noxfile.py b/noxfile.py
index 5555844..32b0c49 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -3,7 +3,7 @@
 from nox import session
 
 
-@session(python=["3.9", "3.10", "3.11", "3.12"], reuse_venv=True)
+@session(python=["3.9", "3.10", "3.11", "3.12", "3.13"], reuse_venv=True)
 def unit(session):
     """Run unit tests. Coverage is disabled by default, use --coverage to enable."""
 
@@ -67,7 +67,7 @@ def unit(session):
     )
 
 
-@session(python=["3.9", "3.10", "3.11", "3.12"], reuse_venv=True)
+@session(python=["3.9", "3.10", "3.11", "3.12", "3.13"], reuse_venv=True)
 def integration(session):
     """Run integration tests. Coverage is disabled by default, use --coverage to enable."""
     # Validate required environment variables
diff --git a/poetry.lock b/poetry.lock
index 4c79c52..f4b1be0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand.
 
 [[package]]
 name = "alembic"
@@ -296,18 +296,18 @@ files = [
 
 [[package]]
 name = "astroid"
-version = "3.2.4"
+version = "3.3.11"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 groups = ["dev"]
 files = [
-    {file = "astroid-3.2.4-py3-none-any.whl", hash = "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"},
-    {file = "astroid-3.2.4.tar.gz", hash = "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a"},
+    {file = "astroid-3.3.11-py3-none-any.whl", hash = "sha256:54c760ae8322ece1abd213057c4b5bba7c49818853fc901ef09719a60dbf9dec"},
+    {file = "astroid-3.3.11.tar.gz", hash = "sha256:1e5a5011af2920c7c67a53f65d536d65bfa7116feeaf2354d8b94f29573bb0ce"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "asttokens"
@@ -359,7 +359,7 @@ description = "An asyncio driver for ClickHouse with native TCP support"
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
-markers = "python_version == \"3.12\""
+markers = "python_version >= \"3.12\""
 files = [
     {file = "asynch-0.2.5-py3-none-any.whl", hash = "sha256:b14a4d4f49c3ed2f77a44722ce33a48b8049acb1ba24f425792ffdb3d1ef2829"},
     {file = "asynch-0.2.5.tar.gz", hash = "sha256:e8e1656c81a1a156df20334e4c08d5832b02f38166dffc979235336309608543"},
@@ -1032,7 +1032,7 @@ description = "Simple ClickHouse SQLAlchemy Dialect"
 optional = false
 python-versions = "<4,>=3.7"
 groups = ["main"]
-markers = "python_version == \"3.12\""
+markers = "python_version >= \"3.12\""
 files = [
     {file = "clickhouse-sqlalchemy-0.3.2.tar.gz", hash = "sha256:267f3a9a1d0d186eb99a41895a684922d31125cea21702cd7dc73af1ccdd10e7"},
 ]
@@ -1521,6 +1521,7 @@ description = "serialize all of Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "dill-0.3.8-py3-none-any.whl", hash = "sha256:c36ca9ffb54365bdd2f8eb3eff7d2a21237f8452b57ace88b1ac615b7e815bd7"},
     {file = "dill-0.3.8.tar.gz", hash = "sha256:3ebe3c479ad625c4553aca177444d89b486b1d84982eeacded644afc0cf797ca"},
@@ -1530,6 +1531,23 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "dill"
+version = "0.4.0"
+description = "serialize all of Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "dill-0.4.0-py3-none-any.whl", hash = "sha256:44f54bf6412c2c8464c14e8243eb163690a9800dbe2c367330883b19c7561049"},
+    {file = "dill-0.4.0.tar.gz", hash = "sha256:0633f1d2df477324f53a895b02c901fb961bdbf65a17122586ea7019292cbcf0"},
+]
+
+[package.extras]
+graph = ["objgraph (>=1.7.2)"]
+profile = ["gprof2dot (>=2022.7.29)"]
+
 [[package]]
 name = "distlib"
 version = "0.3.8"
@@ -1549,6 +1567,7 @@ description = "DNS toolkit"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "dnspython-2.6.1-py3-none-any.whl", hash = "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50"},
     {file = "dnspython-2.6.1.tar.gz", hash = "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"},
@@ -1563,6 +1582,28 @@ idna = ["idna (>=3.6)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dnspython"
+version = "2.8.0"
+description = "DNS toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af"},
+    {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
+]
+
+[package.extras]
+dev = ["black (>=25.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.17.0)", "mypy (>=1.17)", "pylint (>=3)", "pytest (>=8.4)", "pytest-cov (>=6.2.0)", "quart-trio (>=0.12.0)", "sphinx (>=8.2.0)", "sphinx-rtd-theme (>=3.0.0)", "twine (>=6.1.0)", "wheel (>=0.45.0)"]
+dnssec = ["cryptography (>=45)"]
+doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
+doq = ["aioquic (>=1.2.0)"]
+idna = ["idna (>=3.10)"]
+trio = ["trio (>=0.30)"]
+wmi = ["wmi (>=1.5.1) ; platform_system == \"Windows\""]
+
 [[package]]
 name = "docstring-to-markdown"
 version = "0.15"
@@ -1647,18 +1688,6 @@ files = [
 [package.dependencies]
 packaging = ">=20.9"
 
-[[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
-    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
-]
-
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1947,6 +1976,7 @@ description = "BigQuery Storage API API client library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "google-cloud-bigquery-storage-2.16.2.tar.gz", hash = "sha256:e6aca4f7b6f4eadb87f8510906177563518e1587c8b7b162bcf8e1c9e75ef416"},
     {file = "google_cloud_bigquery_storage-2.16.2-py2.py3-none-any.whl", hash = "sha256:d037f238d0ab417c1e102a262c3fdb4b80cc630303bab358b1179260f47af0b7"},
@@ -1962,6 +1992,31 @@ fastavro = ["fastavro (>=0.21.2)"]
 pandas = ["pandas (>=0.21.1)"]
 pyarrow = ["pyarrow (>=0.15.0)"]
 
+[[package]]
+name = "google-cloud-bigquery-storage"
+version = "2.34.0"
+description = "Google Cloud Bigquery Storage API client library"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "google_cloud_bigquery_storage-2.34.0-py3-none-any.whl", hash = "sha256:5c1b55f2a33bfb0730cf5a2f7e4f0cc6a7166d9026142ab78c2ffd5130884c46"},
+    {file = "google_cloud_bigquery_storage-2.34.0.tar.gz", hash = "sha256:221740a991b3173027ebb0f3aa5f06c65bdf90fc4eb1b71da798093b6bf6d22d"},
+]
+
+[package.dependencies]
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
+grpcio = ">=1.33.2,<2.0.0"
+proto-plus = {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""}
+protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+
+[package.extras]
+fastavro = ["fastavro (>=0.21.2)"]
+pandas = ["importlib-metadata (>=1.0.0) ; python_version < \"3.8\"", "pandas (>=0.21.1)"]
+pyarrow = ["pyarrow (>=0.15.0)"]
+
 [[package]]
 name = "google-cloud-core"
 version = "2.4.1"
@@ -2135,7 +2190,7 @@ description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "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\""
+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\")"
 files = [
     {file = "greenlet-3.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:9da2bd29ed9e4f15955dd1595ad7bc9320308a3b766ef7f837e23ad4b4aac31a"},
     {file = "greenlet-3.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d353cadd6083fdb056bb46ed07e4340b0869c305c8ca54ef9da3421acbdf6881"},
@@ -2201,6 +2256,75 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
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 [[package]]
 name = "grpc-google-iam-v1"
 version = "0.13.1"
@@ -2243,6 +2367,7 @@ description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
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@@ -2295,6 +2420,84 @@ files = [
 [package.extras]
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 name = "grpcio-status"
 version = "1.62.3"
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 [package.dependencies]
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 name = "ipython"
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 [package.extras]
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 install-types = ["pip"]
 mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
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 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev", "license-check"]
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+]
+
+[package.dependencies]
+protobuf = ">=3.19.0,<7.0.0"
+
+[package.extras]
+testing = ["google-api-core (>=1.31.5)"]
+
 [[package]]
 name = "protobuf"
 version = "4.25.8"
@@ -3903,6 +4345,7 @@ description = "psycopg2 - Python-PostgreSQL Database Adapter"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version < \"3.13\""
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 ]
 
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+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
 [[package]]
 name = "ptyprocess"
 version = "0.7.0"
@@ -4013,11 +4534,25 @@ description = "Enables Python programs to dynamically access arbitrary Java obje
 optional = false
 python-versions = "*"
 groups = ["dev", "license-check"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "py4j-0.10.9.7-py2.py3-none-any.whl", hash = "sha256:85defdfd2b2376eb3abf5ca6474b51ab7e0de341c75a02f46dc9b5976f5a5c1b"},
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 ]
 
+[[package]]
+name = "py4j"
+version = "0.10.9.9"
+description = "Enables Python programs to dynamically access arbitrary Java objects"
+optional = false
+python-versions = "*"
+groups = ["dev", "license-check"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "py4j-0.10.9.9-py2.py3-none-any.whl", hash = "sha256:c7c26e4158defb37b0bb124933163641a2ff6e3a3913f7811b0ddbe07ed61533"},
+    {file = "py4j-0.10.9.9.tar.gz", hash = "sha256:f694cad19efa5bd1dee4f3e5270eb406613c974394035e5bfc4ec1aba870b879"},
+]
+
 [[package]]
 name = "pyarrow"
 version = "17.0.0"
@@ -4078,7 +4613,7 @@ description = "Python library for Apache Arrow"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "python_version == \"3.12\""
+markers = "python_version >= \"3.12\""
 files = [
     {file = "pyarrow-21.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e563271e2c5ff4d4a4cbeb2c83d5cf0d4938b891518e676025f7268c6fe5fe26"},
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@@ -4408,30 +4943,30 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pylint"
-version = "3.2.7"
+version = "3.3.9"
 description = "python code static checker"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.9.0"
 groups = ["dev"]
 files = [
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+    {file = "pylint-3.3.9.tar.gz", hash = "sha256:d312737d7b25ccf6b01cc4ac629b5dcd14a0fcf3ec392735ac70f137a9d5f83a"},
 ]
 
 [package.dependencies]
-astroid = ">=3.2.4,<=3.3.0-dev0"
+astroid = ">=3.3.8,<=3.4.0.dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
     {version = ">=0.3.6", markers = "python_version >= \"3.11\""},
     {version = ">=0.3.7", markers = "python_version >= \"3.12\""},
 ]
-isort = ">=4.2.5,<5.13.0 || >5.13.0,<6"
+isort = ">=4.2.5,<5.13 || >5.13,<7"
 mccabe = ">=0.6,<0.8"
-platformdirs = ">=2.2.0"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+platformdirs = ">=2.2"
+tomli = {version = ">=1.1", markers = "python_version < \"3.11\""}
 tomlkit = ">=0.10.1"
-typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
 
 [package.extras]
 spelling = ["pyenchant (>=3.2,<4.0)"]
@@ -4787,6 +5322,7 @@ description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev", "license-check"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "pyspark-3.5.5.tar.gz", hash = "sha256:6effc9ce98edf231f4d683fd14f7270629bf8458c628d6a2620ded4bb34f3cb9"},
 ]
@@ -4801,6 +5337,28 @@ mllib = ["numpy (>=1.15,<2)"]
 pandas-on-spark = ["numpy (>=1.15,<2)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"]
 sql = ["numpy (>=1.15,<2)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"]
 
+[[package]]
+name = "pyspark"
+version = "4.0.1"
+description = "Apache Spark Python API"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev", "license-check"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "pyspark-4.0.1.tar.gz", hash = "sha256:9d1f22d994f60369228397e3479003ffe2dd736ba79165003246ff7bd48e2c73"},
+]
+
+[package.dependencies]
+py4j = "0.10.9.9"
+
+[package.extras]
+connect = ["googleapis-common-protos (>=1.65.0)", "grpcio (>=1.67.0)", "grpcio-status (>=1.67.0)", "numpy (>=1.21)", "pandas (>=2.0.0)", "pyarrow (>=11.0.0)"]
+ml = ["numpy (>=1.21)"]
+mllib = ["numpy (>=1.21)"]
+pandas-on-spark = ["numpy (>=1.21)", "pandas (>=2.0.0)", "pyarrow (>=11.0.0)"]
+sql = ["numpy (>=1.21)", "pandas (>=2.0.0)", "pyarrow (>=11.0.0)"]
+
 [[package]]
 name = "pytest"
 version = "8.3.2"
@@ -5254,14 +5812,14 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "responses"
-version = "0.25.3"
+version = "0.25.8"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
-    {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
+    {file = "responses-0.25.8-py3-none-any.whl", hash = "sha256:0c710af92def29c8352ceadff0c3fe340ace27cf5af1bbe46fb71275bcd2831c"},
+    {file = "responses-0.25.8.tar.gz", hash = "sha256:9374d047a575c8f781b94454db5cab590b6029505f488d12899ddb10a4af1cf4"},
 ]
 
 [package.dependencies]
@@ -5900,7 +6458,7 @@ description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version == \"3.12\""
+markers = "python_version >= \"3.12\""
 files = [
     {file = "SQLAlchemy-2.0.40-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:ae9597cab738e7cc823f04a704fb754a9249f0b6695a6aeb63b74055cd417a96"},
     {file = "SQLAlchemy-2.0.40-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37a5c21ab099a83d669ebb251fddf8f5cee4d75ea40a5a1653d9c43d60e20867"},
@@ -5997,6 +6555,7 @@ description = "SQLAlchemy dialect for BigQuery"
 optional = false
 python-versions = "<3.13,>=3.8"
 groups = ["main"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "sqlalchemy-bigquery-1.11.0.tar.gz", hash = "sha256:09a2b99b8591d441eef66d34d13057d0f09423fe259fef98c0502df61419d242"},
     {file = "sqlalchemy_bigquery-1.11.0-py2.py3-none-any.whl", hash = "sha256:99f868cfdd103b13f921ec1c1b748826b4b1187457dda48040da5ab5ba63c705"},
@@ -6016,6 +6575,33 @@ bqstorage = ["google-cloud-bigquery-storage (>=2.0.0,<3.0.0dev)", "grpcio (>=1.4
 geography = ["GeoAlchemy2", "shapely"]
 tests = ["packaging", "pytz"]
 
+[[package]]
+name = "sqlalchemy-bigquery"
+version = "1.15.0"
+description = "SQLAlchemy dialect for BigQuery"
+optional = false
+python-versions = "<3.14,>=3.8"
+groups = ["main"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "sqlalchemy_bigquery-1.15.0-py3-none-any.whl", hash = "sha256:5066b6557c1fa7f67bb284897db56ba51e36543386ce95f0e92c7fde75bbbcf4"},
+    {file = "sqlalchemy_bigquery-1.15.0.tar.gz", hash = "sha256:13bce11fc7af40705dd142fe0fa6f01126ff62ff26d5e514c858ec7351076764"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0"
+google-auth = ">=1.25.0,<3.0.0"
+google-cloud-bigquery = ">=3.3.6,<4.0.0"
+packaging = "*"
+sqlalchemy = ">=1.4.16,<3.0.0"
+
+[package.extras]
+alembic = ["alembic"]
+all = ["GeoAlchemy2", "alembic", "google-cloud-bigquery-storage (>=2.0.0,<3.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "packaging", "pyarrow (>=3.0.0)", "pytz", "shapely"]
+bqstorage = ["google-cloud-bigquery-storage (>=2.0.0,<3.0.0)", "grpcio (>=1.47.0,<2.0.0)", "grpcio (>=1.49.1,<2.0.0) ; python_version >= \"3.11\"", "pyarrow (>=3.0.0)"]
+geography = ["GeoAlchemy2", "shapely"]
+tests = ["packaging", "pytz"]
+
 [[package]]
 name = "sqlalchemy-dremio"
 version = "3.0.4"
@@ -6285,6 +6871,7 @@ description = "Client for the Trino distributed SQL Engine"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
+markers = "python_version < \"3.13\""
 files = [
     {file = "trino-0.327.0-py3-none-any.whl", hash = "sha256:56d253a814bd5da545cc68e1bc8c28c0b80f07df6411aa0424197c025c78998e"},
     {file = "trino-0.327.0.tar.gz", hash = "sha256:07370044158cb95f6f6b03720a1afb8980b75092a59025fe602af9858c2fd4a0"},
@@ -6304,6 +6891,34 @@ kerberos = ["requests-kerberos"]
 sqlalchemy = ["sqlalchemy (>=1.3)"]
 tests = ["black", "httpretty (<1.1)", "isort", "pre-commit", "pytest", "pytest-runner", "requests-kerberos", "sqlalchemy (>=1.3)"]
 
+[[package]]
+name = "trino"
+version = "0.330.0"
+description = "Client for the Trino distributed SQL Engine"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version == \"3.13\""
+files = [
+    {file = "trino-0.330.0-py3-none-any.whl", hash = "sha256:535f612d754338cfefa4b3fe86b63c8c000d21cb5ea476ae4ec4390d5cc37659"},
+    {file = "trino-0.330.0.tar.gz", hash = "sha256:1e731be22bc6fb4ce6537287419c3d221faaa8d089f5a05b0f01ef25b860e96e"},
+]
+
+[package.dependencies]
+python-dateutil = "*"
+pytz = "*"
+requests = ">=2.31.0"
+sqlalchemy = {version = ">=1.3", optional = true, markers = "extra == \"sqlalchemy\""}
+tzlocal = "*"
+
+[package.extras]
+all = ["requests-kerberos", "sqlalchemy (>=1.3)"]
+external-authentication-token-cache = ["keyring"]
+gssapi = ["krb5 (==0.5.1)", "requests-gssapi"]
+kerberos = ["requests-kerberos"]
+sqlalchemy = ["sqlalchemy (>=1.3)"]
+tests = ["black", "httpretty (<1.1)", "isort", "keyring", "krb5 (==0.5.1)", "pre-commit", "pytest", "pytest-runner", "requests-gssapi", "requests-kerberos", "sqlalchemy (>=1.3)"]
+
 [[package]]
 name = "twine"
 version = "6.2.0"
@@ -6790,7 +7405,7 @@ files = [
     {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
     {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
 ]
-markers = {main = "python_version == \"3.9\" and extra == \"server\"", dev = "python_version <= \"3.11\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\" or python_version == \"3.9\""}
+markers = {main = "python_version == \"3.9\"", dev = "python_version <= \"3.11\" and platform_machine != \"ppc64le\" and platform_machine != \"s390x\" or python_version == \"3.9\""}
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
@@ -6937,9 +7552,9 @@ files = [
 ]
 
 [extras]
-server = ["deepnote-python-lsp-server", "jupyter-resource-usage", "jupyter-server", "jupyter-server-terminals", "pydantic", "pyyaml", "streamlit", "toml", "tomli"]
+server = ["deepnote-python-lsp-server", "jupyter-resource-usage", "jupyter-server", "jupyter-server-terminals", "pydantic", "pydantic", "pyyaml", "streamlit", "toml", "tomli"]
 
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.9.0,<3.13,!=3.9.7"
-content-hash = "26d365b224005fe652fdd28c733a7d5b1e28988a228fb7ac1df281e993dbcd05"
+python-versions = ">=3.9.0,<3.14,!=3.9.7"
+content-hash = "f3b20d2a5f4d0ecfc99a36f3933edf6bedf36dc9a5700cb99ad1140f6effc5ec"
diff --git a/pyproject.toml b/pyproject.toml
index 82f743d..0b69ab5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -15,7 +15,7 @@ maintainers = [
 ]
 readme = "README.md"
 license = {text = "Apache-2.0"}
-requires-python = ">=3.9.0,<3.13,!=3.9.7"
+requires-python = ">=3.9.0,<3.14,!=3.9.7"
 keywords = [
     "deepnote",
     "jupyter",
@@ -39,6 +39,7 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
     "Operating System :: OS Independent",
     "Environment :: Console",
     "Framework :: Jupyter"
@@ -47,21 +48,26 @@ dependencies = [
     # Core data libraries
     "pandas>=1.2.5,<2.2; python_version < '3.12'",
     "pandas>=2.1.0,<2.3; python_version >= '3.12'",
+    "pandas>=2.2.3,<2.4; python_version >= '3.13'",
     "numpy>=1.21,<2; python_version >= '3.9' and python_version < '3.10'",
     "numpy>=1.23,<2; python_version >= '3.10' and python_version < '3.11'",
     "numpy>=1.24,<2; python_version >= '3.11' and python_version < '3.12'",
-    "numpy>=1.26.0,<2; python_version >= '3.12'",
+    "numpy>=1.26.0,<2; python_version == '3.12'",
+    "numpy>=2.1.0,<3; python_version >= '3.13'",
 
     # SQL and database dependencies
     "duckdb>=1.1.0,<2.0.0; python_version < '3.12'",
-    "duckdb>=1.1.0; python_version >= '3.12'",
-    "google-cloud-bigquery-storage==2.16.2",
+    "duckdb>=1.1.0,<2.0.0; python_version >= '3.12'",
+    "duckdb>=1.4.1,<2.0.0; python_version >= '3.13'",
+    "google-cloud-bigquery-storage==2.16.2; python_version < '3.13'",
+    "google-cloud-bigquery-storage>=2.33.1,<3; python_version>='3.13'",
 
     "pyarrow>=10.0.0,<=17.0.0; python_version >= '3.9' and python_version < '3.11' and sys_platform != 'darwin'",
     "pyarrow>=16.0.0,<18.0.0; python_version >= '3.9' and python_version < '3.11' and sys_platform == 'darwin'",
     "pyarrow>=13.0.0,<=17.0.0; python_version >= '3.11' and python_version < '3.12' and sys_platform != 'darwin'",
     "pyarrow>=16.0.0,<=18.0.0; python_version >= '3.11' and python_version < '3.12' and sys_platform == 'darwin'",
     "pyarrow>=14.0.1; python_version >= '3.12'",
+    "pyarrow>=18.0.0,<22.0; python_version >= '3.13'",
 
     "db-dtypes>=1.2.0,<1.4",
 
@@ -69,33 +75,43 @@ dependencies = [
     "pymssql>=2.3.5,<2.4; python_version >= '3.9' and sys_platform == 'darwin'",
     "pymssql>=2.2.9,<2.4; python_version >= '3.9' and python_version < '3.12' and sys_platform != 'darwin'",
     "pymssql>=2.3.0,<2.4; python_version >= '3.12' and sys_platform != 'darwin'",
+    "pymssql>=2.3.8,<2.4; python_version >= '3.13'",
 
     "sshtunnel==0.4.0",
     "psycopg2-binary>=2.9.4,<2.9.10; sys_platform == 'darwin' and python_version == '3.9'",
     "psycopg2-binary>=2.9.4,<2.10; sys_platform != 'darwin' or python_version >= '3.10'",
+    "psycopg2-binary>=2.9.10,<3; python_version>='3.13'",
 
     # SQL templating
     "jinja2>=3.1.6,<4",
     "sqlparse>=0.4.4,<0.6",
-    "ipykernel>6.22.0",
+    "ipykernel>6.30.0",
     "pymysql>=1.1.1,<1.2",
-    "pymongo>=4.6.3,<4.10",
-    "dnspython>=2.6.1,<2.7",
+    "pymongo>=4.6.3,<4.10; python_version < '3.13'",
+    "pymongo>=4.9.0,<5; python_version>='3.13'",
+    "dnspython>=2.6.1,<2.7; python_version < '3.13'",
+    "dnspython>=2.7.0,<3.0; python_version>='3.13'",
     "paramiko>=3.4.0,<3.6",
     "sqlalchemy<2; python_version <= '3.11'",
+    "sqlalchemy>=2.0.31,<3; python_version >= '3.13'",
     "snowflake-sqlalchemy>=1.6.0,<1.8",
     "snowflake-connector-python>=3.13.1",
+    "snowflake-connector-python>=3.16.0,<5; python_version>='3.13'",
     "sqlalchemy-spanner>=1.6.2,<2",
     "clickhouse-sqlalchemy>0,<0.4",
-    "sqlalchemy-bigquery>1.6.1,<1.13",
+    "sqlalchemy-bigquery>1.6.1,<1.13; python_version < '3.13'",
+    "sqlalchemy-bigquery>=1.15.0,<1.20; python_version>='3.13'",
     "zstd>1.5.5.1; python_version < '3.11'",
     "zstd>1.5.7.0; python_version >= '3.11' and python_version < '3.12'",
     "zstd>1.5.7.0; python_version >= '3.12'",
     "deepnote-sqlalchemy-redshift==0.8.17",
     "trino[sqlalchemy]>=0.327.0,<=0.330.0",
+    "trino[sqlalchemy]>=0.329.0,<=0.336.0; python_version>='3.13'",
     "pyathena[sqlalchemy]==3.9.0",
+    "pyathena[sqlalchemy]>=3.9.0,<4; python_version>='3.13'",
     "sqlalchemy-dremio>=3.0.3,<3.1",
-    "dill==0.3.8",
+    "dill>=0.3.8,<=0.4; python_version <= '3.12'",
+    "dill>=0.3.9,<=0.4; python_version >= '3.13'",
 
     # AlloyDB
     "pg8000==1.31.5",
@@ -122,9 +138,15 @@ dependencies = [
 
     # Config dependencies - they need to be declared both in main and server extras, keep them in sync
     "pydantic>=1.10.0,<3",
+    "pydantic>=2.8.0,<3; python_version>='3.13'",
     "pyyaml>=6,<7",
     "tomli>=2,<3; python_version < '3.11'",
-    "toml>=0.10.0,<1.0.0"
+    "toml>=0.10.0,<1.0.0",
+    "toml>=0.10.0,<1.0.0",
+
+    # Compatibility constraints for transitive dependencies
+    "grpcio>=1.66.2; python_version >= '3.13'",
+    "greenlet>=3.1.0; python_version >= '3.13'"
 ]
 
 [project.urls]
@@ -143,6 +165,7 @@ server = [
 
     # Config dependencies - they need to be declared both in main and server extras, keep them in sync
     "pydantic>=1.10.0,<3",
+    "pydantic>=2.8.0,<3; python_version>='3.13'",
     "pyyaml>=6,<7",
     "tomli>=2,<3; python_version < '3.11'",
     "toml>=0.10.0,<1.0.0"
@@ -154,24 +177,25 @@ deepnote-toolkit = "deepnote_toolkit.cli.main:main"
 
 [dependency-groups]
 dev = [
-    "pylint>=3.2.5,<4.0.0",
+    "pylint>=3.3.0,<4.0.0",
     "flake8>=7.1.0,<8.0.0",
     "black>=24.4.2,<25.0.0",
     "isort>=5.13.2,<6.0.0",
     "pytest>=8.3.1,<9.0.0",
     "pytest-cov>=6.0.0,<7.0.0",
     "coverage[toml]>=7.10.0,<8.0.0",
-    "mypy>=1.11.0,<2.0.0",
+    "mypy>=1.13.0,<2.0.0",
     "pre-commit>=3.6.0,<4.0.0; python_version >= '3.10'",
     "pre-commit<3.6.0; python_version >= '3.9' and python_version < '3.10'",
-    "responses>=0.25.3,<0.26.0",
+    "responses>=0.25.7,<0.26.0",
     "parameterized>=0.9.0,<0.10.0",
     "geopandas>=0.11.1,<1.1; python_version < '3.12'",
     "geopandas>=0.13.2; python_version >= '3.12'",
     # We do not distribute PySpark for all users because it's huge dependency (300mb) and not all
     # users need it. So in code we get pyspark from global module cache (since user already imported it at
     # that point). But we also have it as dev dependency to provide better autocompletion and for tests
-    "pyspark>=3.5.5,<4.0.0",
+    "pyspark>=3.5.5,<4.0.0; python_version < '3.13'",
+    "pyspark>=4.0.0,<5.0.0; python_version >= '3.13'",
     "nox>=2025.5.1,<2026.0.0",
     "poetry-dynamic-versioning>=1.4.0,<2.0.0",
     "twine>=6.1.0,<7.0.0",
@@ -182,7 +206,8 @@ license-check = [
     # Dependencies needed for license checking that aren't in main production dependencies
     "geopandas>=0.11.1,<1.1; python_version < '3.12'",
     "geopandas>=0.13.2; python_version >= '3.12'",
-    "pyspark>=3.5.5,<4.0.0"
+    "pyspark>=3.5.5,<4.0.0; python_version < '3.13'",
+    "pyspark>=4.0.0,<5.0.0; python_version >= '3.13'"
 ]
 
 [tool.poetry]
diff --git a/tests/unit/test_variable_explorer.py b/tests/unit/test_variable_explorer.py
index dd996f7..484cd6d 100644
--- a/tests/unit/test_variable_explorer.py
+++ b/tests/unit/test_variable_explorer.py
@@ -13,6 +13,7 @@
     ExportDataframeError,
     ExportSizeDataframeError,
     _get_elements_of,
+    _get_type_name,
     _get_variable_dict_entry,
     deepnote_export_df,
 )
@@ -368,6 +369,87 @@ def test_variable_types(self, name, input_value, expected):
             assert result.get(key) == value, f"Failed at {name} with {key}"
 
 
+class TestGetTypeName:
+    """Test cases for the _get_type_name function, focusing on exception handling."""
+
+    def test_get_type_name_normal_types(self):
+        """Test that normal types return their expected names."""
+        assert _get_type_name(5) == "int"
+        assert _get_type_name(3.14) == "float"
+        assert _get_type_name("hello") == "str"
+        assert _get_type_name([1, 2, 3]) == "list"
+        assert _get_type_name({1: 2}) == "dict"
+
+    def test_get_type_name_numpy_bool(self):
+        """Test that numpy bool_ type returns 'bool_'."""
+        np_bool_value = np.bool_(True)
+        assert _get_type_name(np_bool_value) == "bool_"
+
+    @patch("deepnote_toolkit.variable_explorer.np")
+    def test_get_type_name_attribute_error(self, mock_np):
+        """Test that AttributeError is caught when np.bool_ doesn't exist."""
+        # Mock np to raise AttributeError when accessing bool_
+        mock_np.bool_ = property(
+            lambda self: (_ for _ in ()).throw(AttributeError("bool_ not found"))
+        )
+
+        # Should fall back to regular type name
+        value = 42
+        assert _get_type_name(value) == "int"
+
+    @patch("deepnote_toolkit.variable_explorer.np")
+    def test_get_type_name_type_error(self, mock_np):
+        """Test that TypeError is caught during isinstance check."""
+
+        # Create a mock bool_ class that raises TypeError on isinstance
+        class MockBool:
+            def __instancecheck__(self, instance):
+                raise TypeError("Cannot check instance")
+
+        mock_np.bool_ = MockBool()
+
+        # Should fall back to regular type name
+        value = "test"
+        assert _get_type_name(value) == "str"
+
+    @patch("deepnote_toolkit.variable_explorer.np", None)
+    def test_get_type_name_numpy_none(self):
+        """Test that the function handles when numpy is None."""
+        # This should not raise an error, just return the regular type name
+        value = [1, 2, 3]
+        assert _get_type_name(value) == "list"
+
+    def test_get_type_name_edge_case_with_custom_type(self):
+        """Test with a custom type that might cause issues."""
+
+        class WeirdType:
+            """A custom type that behaves unusually."""
+
+            pass
+
+        weird_obj = WeirdType()
+        # Should return the custom class name
+        assert _get_type_name(weird_obj) == "WeirdType"
+
+    @patch("deepnote_toolkit.variable_explorer.np")
+    def test_get_type_name_numpy_comparison_error(self, mock_np):
+        """Test when isinstance itself causes issues with numpy types."""
+
+        # Create a value that causes isinstance to fail
+        class ProblematicValue:
+            def __class__(self):
+                raise TypeError("Cannot get class")
+
+        # Mock np.bool_ to exist but cause TypeError when used with isinstance
+        mock_np.bool_ = np.bool_  # Use real np.bool_
+
+        # Create a regular value that should work
+        normal_value = 123
+
+        # Even if there's an issue with numpy comparison, should fall back safely
+        assert _get_type_name(normal_value) == "int"
+
+
 class TestDeepnoteExportDf:
     """Test cases for the deepnote_export_df function."""