diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d455e389..4ba1dec5 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -32,7 +32,7 @@ jobs:
           extra_args: --hook-stage manual --all-files
       - uses: prefix-dev/setup-pixi@v0.8.1
         with:
-          pixi-version: v0.39.0
+          pixi-version: v0.40.3
           cache: true
           environments: lint
       - name: Run Pylint, Mypy & Pyright
@@ -58,7 +58,7 @@ jobs:
 
       - uses: prefix-dev/setup-pixi@v0.8.1
         with:
-          pixi-version: v0.39.0
+          pixi-version: v0.40.3
           cache: true
           environments: ${{ matrix.environment }}
 
diff --git a/.github/workflows/docs-build.yml b/.github/workflows/docs-build.yml
index b1bfac51..b5145f92 100644
--- a/.github/workflows/docs-build.yml
+++ b/.github/workflows/docs-build.yml
@@ -9,7 +9,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: prefix-dev/setup-pixi@v0.8.1
         with:
-          pixi-version: v0.39.0
+          pixi-version: v0.40.3
           cache: true
           environments: docs
       - name: Build Docs
diff --git a/pixi.lock b/pixi.lock
index db425962..f82df2e4 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -19,7 +19,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/libgcc-ng-14.2.0-h69a702a_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/liblzma-5.6.3-hb9d3cd8_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.48.0-hee588c1_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.48.0-hee588c1_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libuuid-2.38.1-h0b41bf4_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libxcrypt-4.4.36-hd590300_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libzlib-1.3.1-hb9d3cd8_2.conda
@@ -38,7 +38,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/osx-arm64/libexpat-2.6.4-h286801f_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/libffi-3.4.2-h3422bc3_5.tar.bz2
       - conda: https://prefix.dev/conda-forge/osx-arm64/liblzma-5.6.3-h39f12f2_1.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/libsqlite-3.48.0-h3f77e49_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/libsqlite-3.48.0-h3f77e49_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/libzlib-1.3.1-h8359307_2.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/ncurses-6.5-h5e97a16_2.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/openssl-3.4.0-h81ee809_1.conda
@@ -54,16 +54,16 @@ environments:
       - conda: https://prefix.dev/conda-forge/win-64/libexpat-2.6.4-he0c23c2_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/libffi-3.4.2-h8ffe710_5.tar.bz2
       - conda: https://prefix.dev/conda-forge/win-64/liblzma-5.6.3-h2466b09_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.48.0-h67fdade_0.conda
+      - conda: https://prefix.dev/conda-forge/win-64/libsqlite-3.48.0-h67fdade_1.conda
       - conda: https://prefix.dev/conda-forge/win-64/libzlib-1.3.1-h2466b09_2.conda
       - conda: https://prefix.dev/conda-forge/win-64/openssl-3.4.0-ha4e3fda_1.conda
       - conda: https://prefix.dev/conda-forge/win-64/python-3.12.8-h3f84c4b_1_cpython.conda
       - conda: https://prefix.dev/conda-forge/win-64/tk-8.6.13-h5226925_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/tzdata-2025a-h78e105d_0.conda
       - conda: https://prefix.dev/conda-forge/win-64/ucrt-10.0.22621.0-h57928b3_1.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vc-14.3-ha32ba9b_23.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.42.34433-he29a5d6_23.conda
-      - conda: https://prefix.dev/conda-forge/win-64/vs2015_runtime-14.42.34433-hdffcdeb_23.conda
+      - conda: https://prefix.dev/conda-forge/win-64/vc-14.3-h5fd82a7_24.conda
+      - conda: https://prefix.dev/conda-forge/win-64/vc14_runtime-14.42.34433-h6356254_24.conda
+      - conda: https://prefix.dev/conda-forge/win-64/vs2015_runtime-14.42.34433-hfef2bbc_24.conda
       - pypi: .
   dev:
     channels:
@@ -79,7 +79,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-strict-2.2-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/astroid-3.3.8-py312h7900ff3_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/asttokens-3.0.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-auth-0.8.0-h205f482_16.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-auth-0.8.1-h205f482_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-cal-0.8.1-h1a47875_3.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-common-0.10.6-hb9d3cd8_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-compression-0.3.0-h4e1184b_5.conda
@@ -87,11 +87,11 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-http-0.9.2-hefd7a92_4.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-io-0.15.3-h173a860_6.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-mqtt-0.11.0-h11f4f37_12.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-s3-0.7.9-hf454442_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-c-s3-0.7.9-he1b24dc_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-c-sdkutils-0.2.2-h4e1184b_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/aws-checksums-0.2.2-h4e1184b_4.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/aws-crt-cpp-0.29.9-hbbd73d0_1.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/aws-sdk-cpp-1.11.458-h4d475cb_6.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-crt-cpp-0.29.9-he0e7f3f_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/aws-sdk-cpp-1.11.489-h4d475cb_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/azure-core-cpp-1.14.0-h5cfcd09_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/azure-identity-cpp-1.10.0-h113e628_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/azure-storage-blobs-cpp-12.13.0-h3cf044e_1.conda
@@ -127,7 +127,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/docutils-0.21.2-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/exceptiongroup-1.2.2-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/executing-2.1.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/filelock-3.16.1-pyhd8ed1ab_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/filelock-3.17.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/freetype-2.12.1-h267a509_2.conda
       - conda: https://prefix.dev/conda-forge/noarch/fsspec-2024.12.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/furo-2024.8.6-pyhd8ed1ab_2.conda
@@ -136,8 +136,8 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/gmp-6.3.0-hac33072_2.conda
       - conda: https://prefix.dev/conda-forge/linux-64/gmpy2-2.1.5-py312h7201bc8_3.conda
       - conda: https://prefix.dev/conda-forge/noarch/h2-4.1.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/hpack-4.0.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/hyperframe-6.0.1-pyhd8ed1ab_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/hpack-4.1.0-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/hyperframe-6.1.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/icu-75.1-he02047a_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/identify-2.6.6-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
@@ -156,10 +156,10 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/ld_impl_linux-64-2.43-h712a8e2_2.conda
       - conda: https://prefix.dev/conda-forge/linux-64/lerc-4.0.0-h27087fc_0.tar.bz2
       - conda: https://prefix.dev/conda-forge/linux-64/libabseil-20240722.0-cxx17_hbbce691_4.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-19.0.0-hce2e470_3_cpu.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-acero-19.0.0-hcb10f89_3_cpu.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-dataset-19.0.0-hcb10f89_3_cpu.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-substrait-19.0.0-h08228c5_3_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-19.0.0-h00a82cf_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-acero-19.0.0-hcb10f89_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-dataset-19.0.0-hcb10f89_6_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libarrow-substrait-19.0.0-h08228c5_6_cpu.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libblas-3.9.0-26_linux64_mkl.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libbrotlicommon-1.1.0-hb9d3cd8_2.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libbrotlidec-1.1.0-hb9d3cd8_2.conda
@@ -177,8 +177,8 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/libgcc-ng-14.2.0-h69a702a_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libgfortran-14.2.0-h69a702a_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libgfortran5-14.2.0-hd5240d6_1.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-2.33.0-h2b5623c_1.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-storage-2.33.0-h0121fbd_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-2.34.0-h2b5623c_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libgoogle-cloud-storage-2.34.0-h0121fbd_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libgrpc-1.67.1-h25350d4_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libhwloc-2.11.2-default_h0d58e46_1001.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libiconv-1.17-hd590300_2.conda
@@ -188,11 +188,13 @@ environments:
       - conda: https://prefix.dev/conda-forge/linux-64/liblzma-5.6.3-hb9d3cd8_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libnghttp2-1.64.0-h161d5f1_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libnsl-2.0.1-hd590300_0.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libparquet-19.0.0-h081d1f1_3_cpu.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libopentelemetry-cpp-1.18.0-hfcad708_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libopentelemetry-cpp-headers-1.18.0-ha770c72_1.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libparquet-19.0.0-h081d1f1_6_cpu.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libpng-1.6.45-h943b412_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libprotobuf-5.28.3-h6128344_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libre2-11-2024.07.02-hbbce691_2.conda
-      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.48.0-hee588c1_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/libsqlite-3.48.0-hee588c1_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libssh2-1.11.1-hf672d98_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-14.2.0-hc0a3c3a_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/libstdcxx-ng-14.2.0-h4852527_1.conda
@@ -228,9 +230,10 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/myst-parser-4.0.0-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/ncurses-6.5-h2d0b736_2.conda
       - conda: https://prefix.dev/conda-forge/noarch/networkx-3.4.2-pyh267e887_2.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/nlohmann_json-3.11.3-he02047a_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/nodeenv-1.9.1-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/nodejs-22.12.0-hf235a45_0.conda
-      - conda: https://prefix.dev/conda-forge/noarch/nodejs-wheel-22.13.0-pyhd8ed1ab_0.conda
+      - conda: https://prefix.dev/conda-forge/noarch/nodejs-wheel-22.13.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/numba-0.60.0-py312h83e6fd3_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/numpy-2.0.2-py312h58c1407_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/numpydoc-1.8.0-pyhd8ed1ab_1.conda
@@ -249,6 +252,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/pluggy-1.5.0-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/noarch/pre-commit-4.1.0-pyha770c72_0.conda
+      - conda: https://prefix.dev/conda-forge/linux-64/prometheus-cpp-1.3.0-ha5d0236_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/prompt-toolkit-3.0.50-pyha770c72_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/psutil-6.1.1-py312h66e93f0_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/pthread-stubs-0.4-hb9d3cd8_1002.conda
@@ -264,7 +268,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/pytest-cov-6.0.0-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/linux-64/python-3.12.8-h9e4cc4f_1_cpython.conda
       - conda: https://prefix.dev/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhff2d567_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/python-tzdata-2024.2-pyhd8ed1ab_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/python-tzdata-2025.1-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/linux-64/python_abi-3.12-5_cp312.conda
       - conda: https://prefix.dev/conda-forge/linux-64/pytorch-2.5.1-cpu_mkl_py312_hf462abe_109.conda
       - conda: https://prefix.dev/conda-forge/noarch/pytz-2024.1-pyhd8ed1ab_0.conda
@@ -327,7 +331,7 @@ environments:
       - conda: https://prefix.dev/conda-forge/noarch/array-api-strict-2.2-pyhd8ed1ab_1.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/astroid-3.3.8-py312h81bd7bf_0.conda
       - conda: https://prefix.dev/conda-forge/noarch/asttokens-3.0.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-auth-0.8.0-hfc2798a_16.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-auth-0.8.1-hfc2798a_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-cal-0.8.1-hc8a0bd2_3.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-common-0.10.6-h5505292_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-compression-0.3.0-hc8a0bd2_5.conda
@@ -335,11 +339,11 @@ environments:
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       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-io-0.15.3-haba67d1_6.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-mqtt-0.11.0-h24f418c_12.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-s3-0.7.9-h1be5864_0.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-c-s3-0.7.9-hf37e03c_1.conda
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       - conda: https://prefix.dev/conda-forge/osx-arm64/aws-checksums-0.2.2-hc8a0bd2_4.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-crt-cpp-0.29.9-h1ced3ac_1.conda
-      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-sdk-cpp-1.11.458-h0e5014b_6.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-crt-cpp-0.29.9-ha81f72f_2.conda
+      - conda: https://prefix.dev/conda-forge/osx-arm64/aws-sdk-cpp-1.11.489-h0e5014b_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/azure-core-cpp-1.14.0-hd50102c_0.conda
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       - conda: https://prefix.dev/conda-forge/osx-arm64/azure-storage-blobs-cpp-12.13.0-h7585a09_1.conda
@@ -375,7 +379,7 @@ environments:
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       - conda: https://prefix.dev/conda-forge/noarch/executing-2.1.0-pyhd8ed1ab_1.conda
-      - conda: https://prefix.dev/conda-forge/noarch/filelock-3.16.1-pyhd8ed1ab_1.conda
+      - conda: https://prefix.dev/conda-forge/noarch/filelock-3.17.0-pyhd8ed1ab_0.conda
       - conda: https://prefix.dev/conda-forge/osx-arm64/freetype-2.12.1-hadb7bae_2.conda
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