diff --git a/pixi.lock b/pixi.lock
index a5d11283c..f0cefd5f3 100644
--- a/pixi.lock
+++ b/pixi.lock
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-  md5: 7ffeec88027211ac18c7f4ea232502c5
+  build: h2006023_30_cpu
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+  md5: de450b8d06fab2f6a0ac63453c99b0dc
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   - bzip2 >=1.0.8,<2.0a0
+  - gflags >=2.2.2,<2.3.0a0
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   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libcxx >=16
+  - libgcc >=13
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
+  - libstdcxx >=13
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-  - arrow-cpp <0.0a0
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+  - apache-arrow-proc =*=cpu
   license: Apache-2.0
   purls: []
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-  md5: 7a777b2393c6c5cd63f45aff01cae451
+  build: h94aa862_30_cpu
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+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-15.0.2-h94aa862_30_cpu.conda
+  sha256: 7664c5e22a71dcb690b081caa95ee23513a948497d59acd57fedfc9ac25ecae3
+  md5: a46b2fc26644d4ab83a847e67e15eaed
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   - bzip2 >=1.0.8,<2.0a0
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   - libabseil * cxx17*
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   constrains:
-  - arrow-cpp <0.0a0
   - parquet-cpp <0.0a0
   - apache-arrow-proc =*=cpu
+  - arrow-cpp <0.0a0
   license: Apache-2.0
   purls: []
-  size: 5042404
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+  timestamp: 1725333667755
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-  md5: 6716e9afdce2571a8ce0b6bc858c1ea0
+  build: h996c659_30_cpu
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+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-15.0.2-h996c659_30_cpu.conda
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+  md5: 0c52686801fcc5c3c99e41a94011fe1f
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-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - __osx >=11.0
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
   - bzip2 >=1.0.8,<2.0a0
-  - gflags >=2.2.2,<2.3.0a0
   - glog >=0.7.1,<0.8.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libgcc
-  - libgcc-ng >=13
+  - libcxx >=16
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
-  - libstdcxx
-  - libstdcxx-ng >=13
   - libutf8proc >=2.8.0,<3.0a0
   - libzlib >=1.3.1,<2.0a0
   - lz4-c >=1.9.3,<1.10.0a0
@@ -12057,77 +12688,76 @@ packages:
   - parquet-cpp <0.0a0
   license: Apache-2.0
   purls: []
-  size: 8245613
-  timestamp: 1724861993460
+  size: 5082966
+  timestamp: 1725333487087
 - kind: conda
   name: libarrow
   version: 15.0.2
-  build: hd91df37_28_cpu
-  build_number: 28
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-15.0.2-hd91df37_28_cpu.conda
-  sha256: 2d8bcadac928b3a63a95959b4d324d6d558fa3037b34a76f3604d66f4e913ab0
-  md5: 0bc82ea328cba685c1f49e31ce70fa47
+  build: ha5f6ad2_30_cpu
+  build_number: 30
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/libarrow-15.0.2-ha5f6ad2_30_cpu.conda
+  sha256: e98445f04b8315909dfa99b8fad3cdf6285dd204154c4cb182fb0679fc0fa4b4
+  md5: 4ea9510a115feccb81991571e2b02238
   depends:
-  - __osx >=10.13
-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
   - bzip2 >=1.0.8,<2.0a0
-  - glog >=0.7.1,<0.8.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libcxx >=16
+  - libcrc32c >=1.1.2,<1.2.0a0
+  - libcurl >=8.9.1,<9.0a0
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
   - libutf8proc >=2.8.0,<3.0a0
   - libzlib >=1.3.1,<2.0a0
   - lz4-c >=1.9.3,<1.10.0a0
+  - openssl >=3.3.1,<4.0a0
   - orc >=2.0.2,<2.0.3.0a0
   - re2
   - snappy >=1.2.1,<1.3.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.6.0a0
   constrains:
+  - apache-arrow-proc =*=cpu
   - arrow-cpp <0.0a0
   - parquet-cpp <0.0a0
-  - apache-arrow-proc =*=cpu
   license: Apache-2.0
   purls: []
-  size: 5700076
-  timestamp: 1724862152595
+  size: 5042409
+  timestamp: 1725334393758
 - kind: conda
   name: libarrow
   version: 17.0.0
-  build: h4d600e8_12_cpu
-  build_number: 12
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-17.0.0-h4d600e8_12_cpu.conda
-  sha256: 27419162552046bb440df4f3ed3b98a48166c32dc0efa1ea085f1aff51fbfe99
-  md5: f033eaa6434b4c52e0a6116711b23a6b
+  build: h20538ec_13_cpu
+  build_number: 13
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-17.0.0-h20538ec_13_cpu.conda
+  sha256: fb77709a184e934b8662388f91bf9bd51a96eb3b11c53d0453e9bc43b01b4c27
+  md5: c6813f605a0fd1947e768b5f6138e0a7
   depends:
-  - __glibc >=2.17,<3.0.a0
-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - __osx >=11.0
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
   - azure-core-cpp >=1.13.0,<1.13.1.0a0
   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
   - azure-storage-blobs-cpp >=12.12.0,<12.12.1.0a0
   - azure-storage-files-datalake-cpp >=12.11.0,<12.11.1.0a0
   - bzip2 >=1.0.8,<2.0a0
-  - gflags >=2.2.2,<2.3.0a0
   - glog >=0.7.1,<0.8.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libgcc
-  - libgcc-ng >=13
+  - libcxx >=17
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
-  - libstdcxx
-  - libstdcxx-ng >=13
   - libutf8proc >=2.8.0,<3.0a0
   - libzlib >=1.3.1,<2.0a0
   - lz4-c >=1.9.3,<1.10.0a0
@@ -12140,33 +12770,29 @@ packages:
   - parquet-cpp <0.0a0
   - arrow-cpp <0.0a0
   license: Apache-2.0
+  license_family: APACHE
   purls: []
-  size: 8516380
-  timestamp: 1724850894859
+  size: 5253411
+  timestamp: 1725214512114
 - kind: conda
   name: libarrow
   version: 17.0.0
-  build: h9267325_12_cpu
-  build_number: 12
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-17.0.0-h9267325_12_cpu.conda
-  sha256: 460fa668d143e62f40910c497e89336b6b00459d53a298b218e4c8eb77d10aee
-  md5: 5da7456dbf366f5b5a75db5de14fff90
+  build: h29daf90_13_cpu
+  build_number: 13
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/libarrow-17.0.0-h29daf90_13_cpu.conda
+  sha256: 1a0f66e822f4cde398b15fe7ac94cb4197635798da9feebcb88c900637e05f77
+  md5: d0ea8c4474c45aae86eff71a0f293013
   depends:
-  - __osx >=10.13
-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
-  - azure-core-cpp >=1.13.0,<1.13.1.0a0
-  - azure-identity-cpp >=1.8.0,<1.8.1.0a0
-  - azure-storage-blobs-cpp >=12.12.0,<12.12.1.0a0
-  - azure-storage-files-datalake-cpp >=12.11.0,<12.11.1.0a0
   - bzip2 >=1.0.8,<2.0a0
-  - glog >=0.7.1,<0.8.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libcxx >=17
+  - libcrc32c >=1.1.2,<1.2.0a0
+  - libcurl >=8.9.1,<9.0a0
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
@@ -12176,67 +12802,76 @@ packages:
   - orc >=2.0.2,<2.0.3.0a0
   - re2
   - snappy >=1.2.1,<1.3.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.6.0a0
   constrains:
-  - apache-arrow-proc =*=cpu
-  - parquet-cpp <0.0a0
   - arrow-cpp <0.0a0
+  - parquet-cpp <0.0a0
+  - apache-arrow-proc =*=cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
-  size: 5914380
-  timestamp: 1724851616909
+  size: 5128979
+  timestamp: 1725215183038
 - kind: conda
   name: libarrow
   version: 17.0.0
-  build: ha361314_12_cpu
-  build_number: 12
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/libarrow-17.0.0-ha361314_12_cpu.conda
-  sha256: db4f737c310d3e3894d2c4883f937cf96bd973ca9a901fcdaa0f3a2e30725a90
-  md5: 9f233a0018d2edd2c015e9226ea793a9
+  build: h8d2e343_13_cpu
+  build_number: 13
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-17.0.0-h8d2e343_13_cpu.conda
+  sha256: 91e639761f29ee1ca144e92110d47c8e68038f26201eef25585a48826e037fb2
+  md5: dc379f362829d5df5ce6722565110029
   depends:
-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - __glibc >=2.17,<3.0.a0
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
+  - azure-core-cpp >=1.13.0,<1.13.1.0a0
+  - azure-identity-cpp >=1.8.0,<1.8.1.0a0
+  - azure-storage-blobs-cpp >=12.12.0,<12.12.1.0a0
+  - azure-storage-files-datalake-cpp >=12.11.0,<12.11.1.0a0
   - bzip2 >=1.0.8,<2.0a0
+  - gflags >=2.2.2,<2.3.0a0
+  - glog >=0.7.1,<0.8.0a0
   - libabseil * cxx17*
   - libabseil >=20240116.2,<20240117.0a0
   - libbrotlidec >=1.1.0,<1.2.0a0
   - libbrotlienc >=1.1.0,<1.2.0a0
-  - libcrc32c >=1.1.2,<1.2.0a0
-  - libcurl >=8.9.1,<9.0a0
+  - libgcc >=13
   - libgoogle-cloud >=2.28.0,<2.29.0a0
   - libgoogle-cloud-storage >=2.28.0,<2.29.0a0
   - libre2-11 >=2023.9.1,<2024.0a0
+  - libstdcxx >=13
   - libutf8proc >=2.8.0,<3.0a0
   - libzlib >=1.3.1,<2.0a0
   - lz4-c >=1.9.3,<1.10.0a0
   - orc >=2.0.2,<2.0.3.0a0
   - re2
   - snappy >=1.2.1,<1.3.0a0
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.6.0a0
   constrains:
-  - parquet-cpp <0.0a0
   - arrow-cpp <0.0a0
+  - parquet-cpp <0.0a0
   - apache-arrow-proc =*=cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
-  size: 5166131
-  timestamp: 1724851828985
+  size: 8512685
+  timestamp: 1725214716301
 - kind: conda
   name: libarrow
   version: 17.0.0
-  build: hb245a1e_12_cpu
-  build_number: 12
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-17.0.0-hb245a1e_12_cpu.conda
-  sha256: 5f3f86f8d40fa79cc9703d5e62e7f3515c3b0935640969c756af463e91082c9e
-  md5: c4fa7137607b75cc53159126ff292b5e
+  build: ha60c65e_13_cpu
+  build_number: 13
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-17.0.0-ha60c65e_13_cpu.conda
+  sha256: d8096066ce779a82cbb2045030f8095ed5689cac2ac1ee0c58251e7f448f1a87
+  md5: 4cdf43459510697d824c377428a120b1
   depends:
-  - __osx >=11.0
-  - aws-crt-cpp >=0.28.1,<0.28.2.0a0
+  - __osx >=10.13
+  - aws-crt-cpp >=0.28.2,<0.28.3.0a0
   - aws-sdk-cpp >=1.11.379,<1.11.380.0a0
   - azure-core-cpp >=1.13.0,<1.13.1.0a0
   - azure-identity-cpp >=1.8.0,<1.8.1.0a0
@@ -12260,379 +12895,378 @@ packages:
   - snappy >=1.2.1,<1.3.0a0
   - zstd >=1.5.6,<1.6.0a0
   constrains:
-  - parquet-cpp <0.0a0
   - arrow-cpp <0.0a0
+  - parquet-cpp <0.0a0
   - apache-arrow-proc =*=cpu
   license: Apache-2.0
+  license_family: APACHE
   purls: []
-  size: 5265786
-  timestamp: 1724851397787
+  size: 5899274
+  timestamp: 1725214352592
 - kind: conda
   name: libarrow-acero
   version: 15.0.2
-  build: h00cdb27_28_cpu
-  build_number: 28
+  build: h00cdb27_30_cpu
+  build_number: 30
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-acero-15.0.2-h00cdb27_28_cpu.conda
-  sha256: 09fc3c855071732ab41e84e6a139bbca42b1bd63351b94eef1734bee9aa4b093
-  md5: 37b661e6ac358a0a6ba252f70ac4129e
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/libarrow-acero-15.0.2-h00cdb27_30_cpu.conda
+  sha256: 06b5d0edd45522beb733e0abf6b4d6f53411d33a688f6c9133105f048d478017
+  md5: e2bc7ac45330cc9df614ae5e5ecbbb9c
   depends:
   - __osx >=11.0
-  - libarrow 15.0.2 h3945b51_28_cpu
+  - libarrow 15.0.2 h996c659_30_cpu
   - libcxx >=16
   license: Apache-2.0
   purls: []
-  size: 488307
-  timestamp: 1724861873874
+  size: 490456
+  timestamp: 1725333566290
 - kind: conda
   name: libarrow-acero
   version: 15.0.2
-  build: h5d0bfc1_28_cpu
-  build_number: 28
+  build: h5d0bfc1_30_cpu
+  build_number: 30
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-15.0.2-h5d0bfc1_28_cpu.conda
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-  md5: 83d6e227bcf849389e882f7ba611e98f
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-15.0.2-h5d0bfc1_30_cpu.conda
+  sha256: c363a743b22c73a16c78062339066b83f137313138f7e8d77f601977d00f9abd
+  md5: 83d7ead3b81ec991ae6bda2b16f5e0ff
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-  - libarrow 15.0.2 h8a35639_28_cpu
-  - libgcc
-  - libgcc-ng >=13
-  - libstdcxx
-  - libstdcxx-ng >=13
+  - libarrow 15.0.2 h2006023_30_cpu
+  - libgcc >=13
+  - libstdcxx >=13
   license: Apache-2.0
   purls: []
-  size: 611929
-  timestamp: 1724862029631
+  size: 613219
+  timestamp: 1725333574695
 - kind: conda
   name: libarrow-acero
   version: 15.0.2
-  build: he0c23c2_28_cpu
-  build_number: 28
+  build: he0c23c2_30_cpu
+  build_number: 30
   subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/libarrow-acero-15.0.2-he0c23c2_28_cpu.conda
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-  md5: aed5243c82a0ab89f79e74b626fbd928
+  url: https://conda.anaconda.org/conda-forge/win-64/libarrow-acero-15.0.2-he0c23c2_30_cpu.conda
+  sha256: 56990a87b02814fe2cd2b8c09dffec8c5cbed6f67f8ea50d9e93fbcbe46d24ce
+  md5: 77007a8118122b5096a1a4f240f13773
   depends:
-  - libarrow 15.0.2 h46db20f_28_cpu
+  - libarrow 15.0.2 ha5f6ad2_30_cpu
   - ucrt >=10.0.20348.0
   - vc >=14.2,<15
   - vc14_runtime >=14.29.30139
   license: Apache-2.0
   purls: []
-  size: 452277
-  timestamp: 1724862928316
+  size: 452540
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 - kind: conda
   name: libarrow-acero
   version: 15.0.2
-  build: hf036a51_28_cpu
-  build_number: 28
+  build: hf036a51_30_cpu
+  build_number: 30
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-acero-15.0.2-hf036a51_28_cpu.conda
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-  md5: 0b4d8eb140f860fd3b54a7fdbb0f1312
+  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-acero-15.0.2-hf036a51_30_cpu.conda
+  sha256: e0626a5ae29a3c588bb85b18dddcb1b1d89ddf6c284fc0e6565a197859f1576f
+  md5: 824befc2277d1f261f18b17827509842
   depends:
   - __osx >=10.13
-  - libarrow 15.0.2 hd91df37_28_cpu
+  - libarrow 15.0.2 h94aa862_30_cpu
   - libcxx >=16
   license: Apache-2.0
   purls: []
-  size: 522881
-  timestamp: 1724862312081
+  size: 528651
+  timestamp: 1725333772155
 - kind: conda
   name: libarrow-acero
   version: 17.0.0
-  build: h5888daf_12_cpu
-  build_number: 12
+  build: h5888daf_13_cpu
+  build_number: 13
   subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-17.0.0-h5888daf_12_cpu.conda
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-  md5: 738b6ea71c5706fecad6a0e44d2875f7
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-17.0.0-h5888daf_13_cpu.conda
+  sha256: cda9e38ad7af7ba72416031b089de5048f8526ae586149ff9f6506366689d699
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-  - libarrow 17.0.0 h4d600e8_12_cpu
-  - libgcc
-  - libgcc-ng >=13
-  - libstdcxx
-  - libstdcxx-ng >=13
+  - libarrow 17.0.0 h8d2e343_13_cpu
+  - libgcc >=13
+  - libstdcxx >=13
   license: Apache-2.0
+  license_family: APACHE
   purls: []
-  size: 607962
-  timestamp: 1724850932971
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 - kind: conda
   name: libarrow-acero
   version: 17.0.0
-  build: hac325c4_12_cpu
-  build_number: 12
+  build: hac325c4_13_cpu
+  build_number: 13
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/libarrow-acero-17.0.0-hac325c4_12_cpu.conda
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+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   license: Apache-2.0
   license_family: Apache
   purls:
   - pkg:pypi/tornado?source=hash-mapping
-  size: 642855
-  timestamp: 1717722852977
+  size: 644070
+  timestamp: 1724956728297
 - kind: conda
   name: traitlets
   version: 5.14.3
@@ -25095,6 +26015,23 @@ packages:
   purls: []
   size: 321561
   timestamp: 1724530461598
+- kind: conda
+  name: wcwidth
+  version: 0.2.13
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/wcwidth-0.2.13-pyhd8ed1ab_0.conda
+  sha256: b6cd2fee7e728e620ec736d8dfee29c6c9e2adbd4e695a31f1d8f834a83e57e3
+  md5: 68f0738df502a14213624b288c60c9ad
+  depends:
+  - python >=3.8
+  license: MIT
+  license_family: MIT
+  purls:
+  - pkg:pypi/wcwidth?source=hash-mapping
+  size: 32709
+  timestamp: 1704731373922
 - kind: conda
   name: webcolors
   version: 24.8.0
@@ -25958,35 +26895,36 @@ packages:
   timestamp: 1716874213487
 - kind: conda
   name: zstandard
-  version: 0.22.0
-  build: py39h0b77d07_1
+  version: 0.23.0
+  build: py311h53056dc_1
   build_number: 1
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.22.0-py39h0b77d07_1.conda
-  sha256: 6528f99ff980f3f08a5c19099ea5b6c623831d7ee060158e28bd79d0c4cefdf4
-  md5: 19831d5658b691425fabd726db342b50
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py311h53056dc_1.conda
+  sha256: a93584e6167c3598854a47f3bf8276fa646a3bb4d12fcfc23a54e37d5879f35c
+  md5: 7d4c123cbb5e6293dd4dd2f8d30f0de4
   depends:
-  - __osx >=11.0
   - cffi >=1.11
-  - python >=3.9,<3.10.0a0
-  - python >=3.9,<3.10.0a0 *_cpython
-  - python_abi 3.9.* *_cp39
+  - python >=3.11,<3.12.0a0
+  - python_abi 3.11.* *_cp311
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 319867
-  timestamp: 1718866678183
+  size: 321357
+  timestamp: 1725305930669
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py311h4a6b76e_0
+  build: py311ha60cc69_1
+  build_number: 1
   subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py311h4a6b76e_0.conda
-  sha256: c372898778c58816cf8ad0031504ffb9a451d92c8547e2e524e6e61c1df5d9a3
-  md5: 0571c2ddfd8f08fbf08f3333ac826b2d
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py311ha60cc69_1.conda
+  sha256: d2f2f1a408e2353fc61d2bf064313270be2260ee212fe827dcf3cfd3754f1354
+  md5: 29d320d6450b2948740a9be3761b2e9d
   depends:
   - __osx >=11.0
   - cffi >=1.11
@@ -25996,85 +26934,84 @@ packages:
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 332378
-  timestamp: 1721044254516
+  size: 332271
+  timestamp: 1725305847224
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py311h51fa951_0
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py311h51fa951_0.conda
-  sha256: 5cbac17776b5c8bd27f08f6db4b05a7dc886966370626132654e1418a828931f
-  md5: 9e5d830263cca953b20bb760ca4b6a0d
+  build: py311hbc35293_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py311hbc35293_1.conda
+  sha256: a5cf0eef1ffce0d710eb3dffcb07d9d5922d4f7a141abc96f6476b98600f718f
+  md5: aec590674ba365e50ae83aa2d6e1efae
   depends:
-  - __osx >=10.13
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
+  - libgcc >=13
   - python >=3.11,<3.12.0a0
   - python_abi 3.11.* *_cp311
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 412173
-  timestamp: 1721044344005
+  size: 417923
+  timestamp: 1725305669690
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py311h53056dc_0
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py311h53056dc_0.conda
-  sha256: 3bd0e287215152d6e3a17090c015368b7632f907cecfb363e7a3391f8ee04f8e
-  md5: a2663051856bfd6ac673a93a0baa7aba
+  build: py311hdf6fcd6_1
+  build_number: 1
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py311hdf6fcd6_1.conda
+  sha256: d9bf977b620750049eb60fffca299a701342a2df59bcc2586a79b2f7c5783fa1
+  md5: 4fc42d6f85a21b09ee6477f456554df3
   depends:
+  - __osx >=10.13
   - cffi >=1.11
   - python >=3.11,<3.12.0a0
   - python_abi 3.11.* *_cp311
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 322403
-  timestamp: 1721044645946
+  size: 411350
+  timestamp: 1725305723486
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py311h5cd10c7_0
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py311h5cd10c7_0.conda
-  sha256: ee4e7202ed6d6027eabb9669252b4dfd8144d4fde644435ebe39ab608086e7af
-  md5: 8efe4fe2396281627b3450af8357b190
+  build: py312h15fbf35_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py312h15fbf35_1.conda
+  sha256: d00ca25c1e28fd31199b26a94f8c96574475704a825d244d7a6351ad3745eeeb
+  md5: a4cde595509a7ad9c13b1a3809bcfe51
   depends:
-  - __glibc >=2.17,<3.0.a0
+  - __osx >=11.0
   - cffi >=1.11
-  - libgcc-ng >=12
-  - python >=3.11,<3.12.0a0
-  - python_abi 3.11.* *_cp311
+  - python >=3.12,<3.13.0a0
+  - python >=3.12,<3.13.0a0 *_cpython
+  - python_abi 3.12.* *_cp312
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 416323
-  timestamp: 1721044178290
+  size: 330788
+  timestamp: 1725305806565
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py312h331e495_0
+  build: py312h7122b0e_1
+  build_number: 1
   subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py312h331e495_0.conda
-  sha256: c1d379d1062f23e3fbd3dd8548fc6cf61b23d6f96b11e78c4e01f4761580cb02
-  md5: fb62d40e45f51f7d6a7df47c9a12caf4
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py312h7122b0e_1.conda
+  sha256: 2685dde42478fae0780fba5d1f8a06896a676ae105f215d32c9f9e76f3c6d8fd
+  md5: bd132ba98f3fc0a6067f355f8efe4cb6
   depends:
   - __osx >=10.13
   - cffi >=1.11
@@ -26083,144 +27020,143 @@ packages:
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 411066
-  timestamp: 1721044218542
+  size: 410873
+  timestamp: 1725305688706
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py312h3483029_0
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py312h3483029_0.conda
-  sha256: 7e1e105ea7eab2af591faebf743ff2493f53c313079e316419577925e4492b03
-  md5: eab52e88c858d87cf5a069f79d10bb50
+  build: py312h7606c53_1
+  build_number: 1
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py312h7606c53_1.conda
+  sha256: 3e0c718aa18dcac7f080844dbe0aea41a9cea75083019ce02e8a784926239826
+  md5: a92cc3435b2fd6f51463f5a4db5c50b1
   depends:
-  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
-  - libgcc-ng >=12
   - python >=3.12,<3.13.0a0
   - python_abi 3.12.* *_cp312
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 416708
-  timestamp: 1721044154409
+  size: 320624
+  timestamp: 1725305934189
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py312h721a963_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py312h721a963_0.conda
-  sha256: 6fc0d2f7a0a49a7c1453bb9eacd5456214b6cf000760067d72f0cce464975fa1
-  md5: caf7f5b85615a132c0fa586b82bd59e6
+  build: py312hef9b889_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py312hef9b889_1.conda
+  sha256: b97015e146437283f2213ff0e95abdc8e2480150634d81fbae6b96ee09f5e50b
+  md5: 8b7069e9792ee4e5b4919a7a306d2e67
   depends:
-  - __osx >=11.0
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
+  - libgcc >=13
   - python >=3.12,<3.13.0a0
-  - python >=3.12,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 332489
-  timestamp: 1721044244889
+  size: 419552
+  timestamp: 1725305670210
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py312h7606c53_0
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py312h7606c53_0.conda
-  sha256: 907edf473419a5aff6151900d09bb3f2b2c2ede8964f20ae87cb6fae04d0cbb7
-  md5: c405924e081cb476495ffe72c88e92c2
+  build: py39h08a7858_1
+  build_number: 1
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py39h08a7858_1.conda
+  sha256: 76a45ef349517eaab1492f17f9c807ccbf1971961c6e90d454fbedbed7e257ad
+  md5: cd9fa334e11886738f17254f52210bc3
   depends:
+  - __glibc >=2.17,<3.0.a0
   - cffi >=1.11
-  - python >=3.12,<3.13.0a0
-  - python_abi 3.12.* *_cp312
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
+  - libgcc >=13
+  - python >=3.9,<3.10.0a0
+  - python_abi 3.9.* *_cp39
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 320649
-  timestamp: 1721044547910
+  size: 407017
+  timestamp: 1725305769438
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py39h32d468b_0
-  subdir: osx-64
-  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py39h32d468b_0.conda
-  sha256: f5b8c8f4b6260cbba8fc8f74ab6ca7d7edaaef1b108dc55accad4fdb2a5138b5
-  md5: b3234fc0ba4b2d4e173ea2f71be11de8
+  build: py39h9bf74da_1
+  build_number: 1
+  subdir: win-64
+  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py39h9bf74da_1.conda
+  sha256: 1446c0495565d6d7b364e0b2021d0309d21a34cb7d6bd19eced1a483fabfb915
+  md5: 5f1f0f75ebd24882ccf44d145939b104
   depends:
-  - __osx >=10.13
   - cffi >=1.11
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
+  - ucrt >=10.0.20348.0
+  - vc >=14.2,<15
+  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 400897
-  timestamp: 1721044460640
+  size: 311116
+  timestamp: 1725305993710
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py39h623c9ba_0
-  subdir: linux-64
-  url: https://conda.anaconda.org/conda-forge/linux-64/zstandard-0.23.0-py39h623c9ba_0.conda
-  sha256: ed3512de7f15accf3687cf732ab54d3ff3bc8c6463e63a4474922e5a5e0b8e97
-  md5: a19d023682384c637cb356d270c276c0
+  build: py39hc23f734_1
+  build_number: 1
+  subdir: osx-64
+  url: https://conda.anaconda.org/conda-forge/osx-64/zstandard-0.23.0-py39hc23f734_1.conda
+  sha256: a854d10abb45924bd96f2fc94ec0693663b928a2c1a9e373b4437e2662ace38b
+  md5: 5da66224731aea611c4bf331e057f23d
   depends:
-  - __glibc >=2.17,<3.0.a0
+  - __osx >=10.13
   - cffi >=1.11
-  - libgcc-ng >=12
   - python >=3.9,<3.10.0a0
   - python_abi 3.9.* *_cp39
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 406014
-  timestamp: 1721044148631
+  size: 401328
+  timestamp: 1725305650930
 - kind: conda
   name: zstandard
   version: 0.23.0
-  build: py39h9bf74da_0
-  subdir: win-64
-  url: https://conda.anaconda.org/conda-forge/win-64/zstandard-0.23.0-py39h9bf74da_0.conda
-  sha256: af0c955b75aab89c24b3c1a34c323821b7e25d488d9ff31f3767bb9d583272a6
-  md5: 9658585ffb22b68adb5490e9035b93ba
+  build: py39hcf1bb16_1
+  build_number: 1
+  subdir: osx-arm64
+  url: https://conda.anaconda.org/conda-forge/osx-arm64/zstandard-0.23.0-py39hcf1bb16_1.conda
+  sha256: c4cb4a1bb5609c16f27a3f4355cddc77e6c0e9e3083340f413f9de9b8266e03f
+  md5: 8cbaf074d564f304ae7fd29ba39184be
   depends:
+  - __osx >=11.0
   - cffi >=1.11
   - python >=3.9,<3.10.0a0
+  - python >=3.9,<3.10.0a0 *_cpython
   - python_abi 3.9.* *_cp39
-  - ucrt >=10.0.20348.0
-  - vc >=14.2,<15
-  - vc14_runtime >=14.29.30139
   - zstd >=1.5.6,<1.5.7.0a0
   - zstd >=1.5.6,<1.6.0a0
   license: BSD-3-Clause
-  license_family: BSD
   purls:
   - pkg:pypi/zstandard?source=hash-mapping
-  size: 310144
-  timestamp: 1721044587416
+  size: 320027
+  timestamp: 1725305723442
 - kind: conda
   name: zstd
   version: 1.5.6
diff --git a/pyproject.toml b/pyproject.toml
index 7da6be9f8..28fc95e2c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -38,6 +38,11 @@ version = { file = "skrub/VERSION.txt" }
 readme = { file = "README.rst" }
 
 [project.optional-dependencies]
+dev = [
+    "ipykernel",
+    "ipython",
+    "jupyterlab",
+]
 doc = [
     "jupyterlite-sphinx",
     "jupyterlite-pyodide-kernel",
@@ -115,6 +120,11 @@ pytest = "*"
 pytest-cov = "*"
 pytest-xdist = "*"
 
+[tool.pixi.feature.dev.dependencies]
+ipykernel = "*"
+ipython = "*"
+jupyterlab = "*"
+
 [tool.pixi.pypi-dependencies]
 skrub = { path = ".", editable = true }
 
@@ -157,7 +167,7 @@ test = { cmd = "pytest -vsl --cov=skrub --cov-report=xml skrub" }
 lint = ["lint"]
 doc = ["optional", "doc"]
 test = ["test"]
-dev = ["optional", "doc", "lint", "test"]
+dev = ["dev", "optional", "doc", "lint", "test"]
 ci-py309-min-deps = ["py309", "min-dependencies", "test"]
 ci-py309-min-optional-deps = ["py309", "min-dependencies", "min-optional-dependencies", "test"]
 ci-py312-latest-deps = ["py312", "test"]