diff --git a/.gitignore b/.gitignore
index 39a654c..4c061d5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -134,3 +134,4 @@ dmypy.json
 
 # Generated files
 /data/gen/
+/data/samples/
diff --git a/arbalister/file_format.py b/arbalister/file_format.py
index 2e3beac..391e714 100644
--- a/arbalister/file_format.py
+++ b/arbalister/file_format.py
@@ -28,7 +28,7 @@ def from_filename(cls, file: pathlib.Path | str) -> Self:
             return ft
         # Match other known values
         match file_type:
-            case "ipc" | "feather":
+            case "ipc" | "feather" | "arrow":
                 return cls.Ipc
             case "sqlite3" | "db" | "db3" | "s3db" | "sl3":
                 return cls.Sqlite
diff --git a/pixi.lock b/pixi.lock
index 1efa730..0853a5d 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -83,7 +83,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.12-hf998b51_1.conda
@@ -249,7 +249,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlidec-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlienc-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcrc32c-1.1.2-he49afe7_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.7-h3d58e20_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libedit-3.1.20250104-pl5321ha958ccf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libev-4.33-h10d778d_2.conda
@@ -410,7 +410,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlidec-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlienc-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcrc32c-1.1.2-hbdafb3b_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-21.1.7-hf598326_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libedit-3.1.20250104-pl5321hafb1f1b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libev-4.33-h93a5062_2.conda
@@ -563,7 +563,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlidec-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlienc-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libcrc32c-1.1.2-h0e60522_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libevent-2.1.12-h3671451_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libexpat-2.7.3-hac47afa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.5.2-h52bdfb6_0.conda
@@ -709,6 +709,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/commitlint-rs-0.2.3-he0c9142_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/coverage-7.13.0-py312h8a5da7c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/curl-8.17.0-h4e3cde8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/datafusion-44.0.0-py312hc037026_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/debugpy-1.8.17-py312h8285ef7_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
@@ -772,7 +773,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.12-hf998b51_1.conda
@@ -982,6 +983,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/commitlint-rs-0.2.3-hff5b9eb_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/coverage-7.13.0-py312hacf3034_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/curl-8.17.0-h7dd4100_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/datafusion-44.0.0-py312hdf7e9e4_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/debugpy-1.8.17-py312hbfd3414_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
@@ -1043,7 +1045,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlidec-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlienc-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcrc32c-1.1.2-he49afe7_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.7-h3d58e20_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libedit-3.1.20250104-pl5321ha958ccf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libev-4.33-h10d778d_2.conda
@@ -1247,6 +1249,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/commitlint-rs-0.2.3-h413266f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/coverage-7.13.0-py312h5748b74_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/curl-8.17.0-hdece5d2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/datafusion-44.0.0-py312h3512d17_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/debugpy-1.8.17-py312h56d30c9_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
@@ -1308,7 +1311,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlidec-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlienc-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcrc32c-1.1.2-hbdafb3b_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-21.1.7-hf598326_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libedit-3.1.20250104-pl5321hafb1f1b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libev-4.33-h93a5062_2.conda
@@ -1506,6 +1509,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/commitlint-rs-0.2.3-h9d14792_2.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/coverage-7.13.0-py312h05f76fc_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/cpython-3.12.12-py312hd8ed1ab_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/curl-8.17.0-h43ecb02_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/datafusion-44.0.0-py312h26a2ee5_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/debugpy-1.8.17-py312ha1a9051_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/decorator-5.2.1-pyhd8ed1ab_0.conda
@@ -1564,7 +1568,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlidec-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlienc-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libcrc32c-1.1.2-h0e60522_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libevent-2.1.12-h3671451_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libexpat-2.7.3-hac47afa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.5.2-h52bdfb6_0.conda
@@ -1814,7 +1818,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlidec-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libbrotlienc-1.1.0-hb03c661_4.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libcrc32c-1.1.2-h9c3ff4c_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libedit-3.1.20250104-pl5321h7949ede_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libev-4.33-hd590300_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/libevent-2.1.12-hf998b51_1.conda
@@ -2033,7 +2037,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlidec-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libbrotlienc-1.1.0-h1c43f85_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcrc32c-1.1.2-he49afe7_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.7-h3d58e20_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libedit-3.1.20250104-pl5321ha958ccf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-64/libev-4.33-h10d778d_2.conda
@@ -2246,7 +2250,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlidec-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libbrotlienc-1.1.0-h6caf38d_4.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcrc32c-1.1.2-hbdafb3b_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcxx-21.1.7-hf598326_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libedit-3.1.20250104-pl5321hafb1f1b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/libev-4.33-h93a5062_2.conda
@@ -2450,7 +2454,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlidec-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libbrotlienc-1.1.0-hfd05255_4.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libcrc32c-1.1.2-h0e60522_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libevent-2.1.12-h3671451_1.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libexpat-2.7.3-hac47afa_0.conda
       - conda: https://conda.anaconda.org/conda-forge/win-64/libffi-3.5.2-h52bdfb6_0.conda
@@ -2701,7 +2705,7 @@ packages:
 - pypi: ./
   name: arbalister
   version: 0.1.0
-  sha256: 561d9bb11700477f055763e68e78504e6067f570dc99c6af5cbee2e6fda1971e
+  sha256: b031ec0809472c609b5de425e4d1f8d55ad22174176bf2325634627a4d7810c7
   requires_dist:
   - adbc-driver-manager
   - adbc-driver-sqlite
@@ -4482,6 +4486,71 @@ packages:
   purls: []
   size: 45767
   timestamp: 1761175217281
+- conda: https://conda.anaconda.org/conda-forge/linux-64/curl-8.17.0-h4e3cde8_1.conda
+  sha256: de3643097dd7780ad3c1d8e4976324f5dbd564a787bd6496d0694fc9cfdae8e8
+  md5: cb3648a22e7d5010fc9edae69bb2eab8
+  depends:
+  - __glibc >=2.17,<3.0.a0
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcurl 8.17.0 h4e3cde8_1
+  - libgcc >=14
+  - libssh2 >=1.11.1,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - openssl >=3.5.4,<4.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  license: curl
+  license_family: MIT
+  purls: []
+  size: 186977
+  timestamp: 1765379040425
+- conda: https://conda.anaconda.org/conda-forge/osx-64/curl-8.17.0-h7dd4100_1.conda
+  sha256: 2dae6ecc7095824880a62411e52d73830a3d3e02ecb0ad08f8901001daf26cf5
+  md5: 00c9afdfe7efc4e91252d1e92a5561ef
+  depends:
+  - __osx >=10.13
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcurl 8.17.0 h7dd4100_1
+  - libssh2 >=1.11.1,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - openssl >=3.5.4,<4.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  license: curl
+  license_family: MIT
+  purls: []
+  size: 177191
+  timestamp: 1765379694502
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/curl-8.17.0-hdece5d2_1.conda
+  sha256: 1799498ff3d4729c84f18b697fa0f4d22b1cc835d5f7f1ef94a4e8c861c7b4c9
+  md5: a7d720e69e8ff6f518e2f6141136145e
+  depends:
+  - __osx >=11.0
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcurl 8.17.0 hdece5d2_1
+  - libssh2 >=1.11.1,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - openssl >=3.5.4,<4.0a0
+  - zstd >=1.5.7,<1.6.0a0
+  license: curl
+  license_family: MIT
+  purls: []
+  size: 174286
+  timestamp: 1765379857708
+- conda: https://conda.anaconda.org/conda-forge/win-64/curl-8.17.0-h43ecb02_1.conda
+  sha256: f861bf18e1a335c9cc56c6890227d3364e3dc4832a76ae55d862baca99bd3cbb
+  md5: 272df3b9574b06982e2a74a34f6fd667
+  depends:
+  - krb5 >=1.21.3,<1.22.0a0
+  - libcurl 8.17.0 h43ecb02_1
+  - libssh2 >=1.11.1,<2.0a0
+  - libzlib >=1.3.1,<2.0a0
+  - ucrt >=10.0.20348.0
+  - vc >=14.3,<15
+  - vc14_runtime >=14.44.35208
+  license: curl
+  license_family: MIT
+  purls: []
+  size: 181699
+  timestamp: 1765379313505
 - conda: https://conda.anaconda.org/conda-forge/linux-64/datafusion-44.0.0-py312hc037026_1.conda
   sha256: 69b3c25cbcec8a4a3d344045b16e84df107e4b13b19a8b48f23934b69b49aba7
   md5: 6e9185ffecb2518fc9f5496fdb52797a
@@ -6228,9 +6297,9 @@ packages:
   purls: []
   size: 25694
   timestamp: 1633684287072
-- conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_0.conda
-  sha256: 100e29ca864c32af15a5cc354f502d07b2600218740fdf2439fa7d66b50b3529
-  md5: 01e149d4a53185622dc2e788281961f2
+- conda: https://conda.anaconda.org/conda-forge/linux-64/libcurl-8.17.0-h4e3cde8_1.conda
+  sha256: 2d7be2fe0f58a0945692abee7bb909f8b19284b518d958747e5ff51d0655c303
+  md5: 117499f93e892ea1e57fdca16c2e8351
   depends:
   - __glibc >=2.17,<3.0.a0
   - krb5 >=1.21.3,<1.22.0a0
@@ -6243,11 +6312,11 @@ packages:
   license: curl
   license_family: MIT
   purls: []
-  size: 460366
-  timestamp: 1762333743748
-- conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_0.conda
-  sha256: a58ca5a28c1cb481f65800781cee9411bd68e8bda43a69817aaeb635d25f7d75
-  md5: b3985ef7ca4cd2db59756bae2963283a
+  size: 459417
+  timestamp: 1765379027010
+- conda: https://conda.anaconda.org/conda-forge/osx-64/libcurl-8.17.0-h7dd4100_1.conda
+  sha256: 80c7c8ff76eb699ec8d096dce80642b527fd8fc9dd72779bccec8d140c5b997a
+  md5: 9ddfaeed0eafce233ae8f4a430816aa5
   depends:
   - __osx >=10.13
   - krb5 >=1.21.3,<1.22.0a0
@@ -6259,11 +6328,11 @@ packages:
   license: curl
   license_family: MIT
   purls: []
-  size: 412858
-  timestamp: 1762334472915
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_0.conda
-  sha256: 2980c5de44ac3ca2ecbd4a00756da1648ea2945d9e4a2ad9f216c7787df57f10
-  md5: 791003efe92c17ed5949b309c61a5ab1
+  size: 413119
+  timestamp: 1765379670120
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/libcurl-8.17.0-hdece5d2_1.conda
+  sha256: 1a8a958448610ca3f8facddfe261fdbb010e7029a1571b84052ec9770fc0a36e
+  md5: 1d6e791c6e264ae139d469ce011aab51
   depends:
   - __osx >=11.0
   - krb5 >=1.21.3,<1.22.0a0
@@ -6275,11 +6344,11 @@ packages:
   license: curl
   license_family: MIT
   purls: []
-  size: 394183
-  timestamp: 1762334288445
-- conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_0.conda
-  sha256: 651daa5d2bad505b5c72b1d5d4d8c7fc0776ab420e67af997ca9391b6854b1b3
-  md5: cfade9be135edb796837e7d4c288c0fb
+  size: 394471
+  timestamp: 1765379821294
+- conda: https://conda.anaconda.org/conda-forge/win-64/libcurl-8.17.0-h43ecb02_1.conda
+  sha256: 5ebab5c980c09d31b35a25095b295124d89fd8bdffdb3487604218ad56512885
+  md5: c02248f96a0073904bb085a437143895
   depends:
   - krb5 >=1.21.3,<1.22.0a0
   - libssh2 >=1.11.1,<2.0a0
@@ -6290,8 +6359,8 @@ packages:
   license: curl
   license_family: MIT
   purls: []
-  size: 378897
-  timestamp: 1762333969177
+  size: 379189
+  timestamp: 1765379273605
 - conda: https://conda.anaconda.org/conda-forge/osx-64/libcxx-21.1.7-h3d58e20_0.conda
   sha256: 0ac1b1d1072a14fe8fd3a871c8ca0b411f0fdf30de70e5c95365a149bd923ac8
   md5: 67c086bf0efc67b54a235dd9184bd7a2
diff --git a/pyproject.toml b/pyproject.toml
index 64d1820..7bf049f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -225,6 +225,18 @@ description = "Run all tests."
 depends-on = ["check", "test"]
 description = "Run all formatters, code checks, and tests."
 
+[tool.pixi.feature.dev.dependencies]
+curl = "*"
+jupyterlab = ">=4.4"
+jupyterlab-lsp = "*"
+python-lsp-server-base = ">=1.11.0"
+python-lsp-ruff = ">=2.2.1"
+pylsp-mypy = ">=0.6.8"
+vscode-langservers-extracted = ">=4.10"
+typescript-language-server = ">=5.1"
+typos-lsp = "*"
+commitlint-rs = "*"
+
 [tool.pixi.feature.dev.tasks.gen-data]
 cmd = """
 python data/generate.py batch \
@@ -249,16 +261,19 @@ python data/generate.py coordinate \
 outputs = ["data/gen/**/large.parquet"]
 description = """Generate a large parquet file."""
 
-[tool.pixi.feature.dev.dependencies]
-jupyterlab = ">=4.4"
-jupyterlab-lsp = "*"
-python-lsp-server-base = ">=1.11.0"
-python-lsp-ruff = ">=2.2.1"
-pylsp-mypy = ">=0.6.8"
-vscode-langservers-extracted = ">=4.10"
-typescript-language-server = ">=5.1"
-typos-lsp = "*"
-commitlint-rs = "*"
+[tool.pixi.feature.dev.tasks.fetch-data]
+cmd = """
+mkdir -p data/samples/ && \
+curl -L -o data/samples/simple-stories.parquet \
+  https://huggingface.co/datasets/SimpleStories/SimpleStories/resolve/main/processed.parquet && \
+curl -L -o data/samples/chinook.sqlite \
+  https://github.com/lerocha/chinook-database/releases/download/v1.4.5/Chinook_Sqlite.sqlite && \
+curl -L -o data/samples/linkedIn.csv \
+  https://huggingface.co/datasets/datastax/linkedin_job_listings/resolve/main/postings.csv
+"""
+outputs = ["data/samples/*"]
+description = "Download different data files from the Internet."
+
 
 [tool.pixi.feature.dev.tasks.jlpm-install]
 cmd = "jlpm install"