diff --git a/examples/life/magic.lock b/examples/life/magic.lock
index 594e9f6057..49b4b05dfd 100644
--- a/examples/life/magic.lock
+++ b/examples/life/magic.lock
@@ -170,12 +170,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py312h178313f_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/mpg123-1.32.9-hc50e24c_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.15-py312h98912ed_1.conda
@@ -266,7 +266,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/uvloop-0.21.0-py312h66e93f0_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.0.4-py312h12e396e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-14.1-py312h66e93f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.5-he73a12e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.10-h4f16b4b_1.conda
@@ -446,12 +446,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/lz4-c-1.10.0-h5ad3122_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/markupsafe-3.0.2-py312h74ce7d3_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/mpg123-1.32.9-h65af167_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multidict-6.1.0-py312hcc812fe_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multiprocess-0.70.15-py312hdd3e373_1.conda
@@ -470,7 +470,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/opusfile-0.12-hf55b2d5_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/orc-2.0.3-hdd485aa_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pcre2-10.44-h070dd5b_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pillow-11.1.0-py312h719f0cf_0.conda
@@ -542,7 +542,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/uvloop-0.21.0-py312hb2c0f52_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/watchfiles-1.0.4-py312h8cbf658_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/websockets-14.1-py312hb2c0f52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libice-1.1.2-h86ecc28_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libsm-1.2.5-h0808dbd_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libx11-1.8.10-hca56bd8_1.conda
@@ -705,12 +705,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.10.0-h286801f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py312h998013c_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/mpg123-1.32.9-hf642e45_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py312hdb8e49c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py312h02f2b3b_1.conda
@@ -799,7 +799,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/uvloop-0.21.0-py312h0bf5046_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/watchfiles-1.0.4-py312hcd83bfe_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/websockets-14.1-py312hea69d52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.12-h5505292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
@@ -2872,6 +2872,7 @@ packages:
   arch: aarch64
   platform: linux
   license: MIT
+  license_family: MIT
   size: 1699707
   timestamp: 1736705741483
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/harfbuzz-10.2.0-ha0dd535_0.conda
@@ -6173,47 +6174,47 @@ packages:
   license_family: BSD
   size: 24048
   timestamp: 1733219945697
-- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a3a295fcdcd95629a1d495317f4fe0d3c52800616aadb33baa5b329a9b69309f
-  md5: 0d23fd60108dca58f6b01233b8732920
+  sha256: eb52c601b49e24ffc270abd164d923de1cd7641ccc0c6d7457f51ae60d11e8db
+  md5: 11ccc7657b121e4c65ede378c793112f
   depends:
-  - max-core ==25.1.0.dev2025011305 release
-  - max-python >=25.1.0.dev2025011305,<26.0a0
-  - mojo-jupyter ==25.1.0.dev2025011305 release
-  - mblack ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
+  - max-python >=25.1.0.dev2025011405,<26.0a0
+  - mojo-jupyter ==25.1.0.dev2025011405 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 9915
-  timestamp: 1736745375375
-- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 38cb73c75a529f060b1523552808db21fba526022cabda8c23bb020607f5bc73
-  md5: e15ac442ae0aaa33ade5f177c4ecb5ef
+  size: 9916
+  timestamp: 1736831822162
+- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: 6b70fb0b3ff451c344e75541912480a23f7f66ec4e823fb67215c55210bc238f
+  md5: 73aeefc77fbbd11c37f794e61bedcbce
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 244367885
-  timestamp: 1736745440770
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: d5cd57f5b74fea8cb715d95d66ceea8d0fd9a7fc4f521a814ae12d1081a2bf6c
-  md5: 30136f977d5cd4113c7036f3b4263565
+  size: 244270660
+  timestamp: 1736831822160
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: b790059d25a546964ec54600d606cf507f046685f8b93768af09306e2789763d
+  md5: 8284a53ad8867fbebf5ff5872afcc683
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 248040761
-  timestamp: 1736745375373
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 56010bbdb90c49b5d863b43709400791b7263791a5af281fb86b63e03f0e31a8
-  md5: d96978d80b34cd4dd7fea5d3f3eba294
+  size: 247897740
+  timestamp: 1736831760973
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: e3f0a7f45a58997e93c62de0b02d657f5788074ed274c73ba42c8dbe4e4254ee
+  md5: 948b2059736f978eb8ef29e011c478aa
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 206549629
-  timestamp: 1736745640913
-- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 66bce981da4327a1f0ce2ad2eb956c3ef2079cda452bd0d25151e28786a05d6d
-  md5: 39ea10f174e9072da8c5d7180998a714
+  size: 206428789
+  timestamp: 1736832175871
+- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 2ba61ee7777506ce94849a69fb0a10281208327ad12298cb399d7c143740a23a
+  md5: 4d373580ea92e6372951421273e89dbe
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -6234,13 +6235,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 124329785
-  timestamp: 1736745440780
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 60c1537b9cfa1cf05251ade5f0b2940510b15ae602ac22bb3aa4b3c44456f58d
-  md5: 93a397ced422b7638a542d8908e5ce18
+  size: 124186493
+  timestamp: 1736831822171
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 9f35e2f3c0aa425ab3b15f1aa141e498b2fb22f671823d4758116954a5f47ac0
+  md5: 95a8013bcaf7a89866ca36ba40b0477d
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -6261,13 +6262,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 128095121
-  timestamp: 1736745375385
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 889f09c1c43dc5dc9563a97947df8b2087887547023a311a4d25aba186342c84
-  md5: 4e81030c0a232a6cba739472c7a29855
+  size: 127955783
+  timestamp: 1736831760983
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: bae7c656efa518c6ba652cf66b20b07b11054e6b3c7f5c4997a319138152b10b
+  md5: 38fdc325152b22296dc03d3574837998
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -6288,12 +6289,12 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 110700356
-  timestamp: 1736745640917
-- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+  size: 110548095
+  timestamp: 1736832175874
+- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a146eceb109dbdcf93e44b2ac3d09796c9f78ac05e5e81a2e325749e05f8bda5
-  md5: a1240273ce6e690ad5f01ed918d9859a
+  sha256: f22466f25b437c46a5e05b93ae7213639abdf1ddf8c48e8d2fc0f0a091cfd5a2
+  md5: f588562602f7e3a17c1983f53eee1056
   depends:
   - python >=3.9,<3.13
   - click >=8.0.0
@@ -6304,7 +6305,7 @@ packages:
   - python
   license: MIT
   size: 130814
-  timestamp: 1736745375380
+  timestamp: 1736831822166
 - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
   sha256: 78c1bbe1723449c52b7a9df1af2ee5f005209f67e40b6e1d3c7619127c43b1c7
   md5: 592132998493b3ff25fd7479396e8351
@@ -6314,18 +6315,18 @@ packages:
   license_family: MIT
   size: 14465
   timestamp: 1733255681319
-- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: eb73c8aebae252f558d0142ceaf5d166247f74b3722d2e02f1419f954fa518ab
-  md5: b6ea7ab915ee88e290e186b97413abdd
+  sha256: a973705b113aa88f9769a5a5e21bb4bff6b86e77c4f66db1aac3be794c1ece88
+  md5: 3a6fea9465e1a4ee3501f24fc1bbef98
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python >=3.9,<3.13
   - jupyter_client >=8.6.2,<8.7
   - python
   license: LicenseRef-Modular-Proprietary
-  size: 22932
-  timestamp: 1736745375381
+  size: 22933
+  timestamp: 1736831822167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/mpg123-1.32.9-hc50e24c_0.conda
   sha256: 39c4700fb3fbe403a77d8cc27352fa72ba744db487559d5d44bf8411bb4ea200
   md5: c7f302fd11eeb0987a6a5e1f3aed6a21
@@ -6838,9 +6839,9 @@ packages:
   license_family: BSD
   size: 15436913
   timestamp: 1726879054912
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
-  sha256: 585e05f95d14afe3df43ded14f86800c70da26b27e27b59de95932f8888af5d3
-  md5: 80b873ac4fdf36641afa0eaafff3a664
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
+  sha256: a34b10077de97eea72c81cb96e3ddc7d48320c0fc7d9b28ba8d9d2bead1d8297
+  md5: 39a91ac336d350513de6aad56da5a920
   depends:
   - libgcc >=13
   - libstdcxx >=13
@@ -6852,12 +6853,37 @@ packages:
   - python-tzdata >=2022a
   - python_abi 3.12.* *_cp312
   - pytz >=2020.1,<2024.2
+  constrains:
+  - fsspec >=2022.11.0
+  - s3fs >=2022.11.0
+  - fastparquet >=2022.12.0
+  - pyreadstat >=1.2.0
+  - qtpy >=2.3.0
+  - scipy >=1.10.0
+  - beautifulsoup4 >=4.11.2
+  - gcsfs >=2022.11.0
+  - numexpr >=2.8.4
+  - sqlalchemy >=2.0.0
+  - pyxlsb >=1.0.10
+  - numba >=0.56.4
+  - lxml >=4.9.2
+  - matplotlib >=3.6.3
+  - psycopg2 >=2.9.6
+  - tzdata >=2022.7
+  - bottleneck >=1.3.6
+  - xarray >=2022.12.0
+  - xlsxwriter >=3.0.5
+  - zstandard >=0.19.0
+  - blosc >=1.21.3
+  - pytables >=3.8.0
+  - openpyxl >=3.1.0
+  - pyqt5 >=5.15.8
+  - tabulate >=0.9.0
   arch: aarch64
   platform: linux
   license: BSD-3-Clause
-  license_family: BSD
-  size: 15159625
-  timestamp: 1726879151211
+  size: 15162992
+  timestamp: 1736811533875
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/pandas-2.2.3-py312hcd31e36_1.conda
   sha256: ff0cb54b5d058c7987b4a0984066e893642d1865a7bb695294b6172e2fcdc457
   md5: c68bfa69e6086c381c74e16fd72613a8
@@ -8904,9 +8930,9 @@ packages:
   license_family: BSD
   size: 243131
   timestamp: 1731498944076
-- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
-  sha256: a6fc0f4e90643d0c1fd4aab669b6a79f44a305a5474256f6f2da3354d2310fb4
-  md5: ddbe3bb0e1356cb9074dd848570694f9
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
+  sha256: 8d5114497ca237b4a41f381a474571cfbd874b357a57005e1ef891fbe961e927
+  md5: 31e36a1c68a03c501542a6c454963ffe
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
@@ -8916,11 +8942,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 63807
-  timestamp: 1732523690292
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
-  sha256: b9aa760a987ccc6bc9c61f57badba6798d9a3dcbd0814e5fb8df6d8d2935af73
-  md5: 120d5d1c05386d8ce3efd65a4c86431f
+  size: 63794
+  timestamp: 1736757851335
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
+  sha256: 105f16fa8db777bbda7ec195025007e0d591db3080536fbfbcd81eba230cd8e4
+  md5: 6f091288846887f19f845688c3d7ca1e
   depends:
   - libgcc >=13
   - python >=3.12,<3.13.0a0
@@ -8930,11 +8956,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 64783
-  timestamp: 1732523806
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
-  sha256: 0fb35c3d1642f9f47db87bdb33148f88ef19a3af1eb0ee99b5491551c57269c7
-  md5: 73414acdb779a8694a14527865b4357a
+  size: 64616
+  timestamp: 1736757911835
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
+  sha256: 213a18609ccfdde862a8fcf9d96b9133cc6ca0abf5953ed148b35a9c8eb27a9c
+  md5: e3a62bb92c2e71e95f0e3be67a5ff351
   depends:
   - __osx >=11.0
   - python >=3.12,<3.13.0a0
@@ -8944,8 +8970,8 @@ packages:
   platform: osx
   license: BSD-2-Clause
   license_family: BSD
-  size: 61043
-  timestamp: 1732523852129
+  size: 61365
+  timestamp: 1736758030632
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.2-hb9d3cd8_0.conda
   sha256: c12396aabb21244c212e488bbdc4abcdef0b7404b15761d9329f5a4a39113c4b
   md5: fb901ff28063514abb6046c9ec2c4a45
diff --git a/examples/magic.lock b/examples/magic.lock
index b65adec021..c8d3938c86 100644
--- a/examples/magic.lock
+++ b/examples/magic.lock
@@ -131,12 +131,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py311h2dc5d0c_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.11release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.11release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py311h2dc5d0c_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.15-py311h459d7ec_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -213,7 +213,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/uvloop-0.21.0-py311h9ecbd09_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.0.4-py311h9e33e62_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-14.1-py311h9ecbd09_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py311h9ecbd09_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py311h9ecbd09_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.2-hd590300_0.conda
@@ -349,12 +349,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/lz4-c-1.10.0-h5ad3122_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/markupsafe-3.0.2-py311ha09ea12_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.11release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.11release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multidict-6.1.0-py311h58d527c_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multiprocess-0.70.15-py311hcd402e7_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -371,7 +371,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/opentelemetry-semantic-conventions-0.50b0-pyh3cfb1c2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/orc-2.0.3-hdd485aa_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py311h848c333_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py311h848c333_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pillow-11.1.0-py311ha4eaa5e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
@@ -431,7 +431,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/uvloop-0.21.0-py311ha879c10_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/watchfiles-1.0.4-py311h0ca61a2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/websockets-14.1-py311ha879c10_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py311ha879c10_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py311ha879c10_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxau-1.0.12-h86ecc28_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxdmcp-1.1.5-h57736b2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xxhash-0.8.2-h31becfc_0.conda
@@ -558,12 +558,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.10.0-h286801f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py311h4921393_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.11release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.11release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py311h30e7462_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py311heffc1b2_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -639,7 +639,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/uvloop-0.21.0-py311hae2e1ce_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/watchfiles-1.0.4-py311h3ff9189_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/websockets-14.1-py311h917b07b_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py311h917b07b_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py311h917b07b_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.12-h5505292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
@@ -4752,47 +4752,47 @@ packages:
   license_family: BSD
   size: 24976
   timestamp: 1733219849253
-- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a3a295fcdcd95629a1d495317f4fe0d3c52800616aadb33baa5b329a9b69309f
-  md5: 0d23fd60108dca58f6b01233b8732920
+  sha256: eb52c601b49e24ffc270abd164d923de1cd7641ccc0c6d7457f51ae60d11e8db
+  md5: 11ccc7657b121e4c65ede378c793112f
   depends:
-  - max-core ==25.1.0.dev2025011305 release
-  - max-python >=25.1.0.dev2025011305,<26.0a0
-  - mojo-jupyter ==25.1.0.dev2025011305 release
-  - mblack ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
+  - max-python >=25.1.0.dev2025011405,<26.0a0
+  - mojo-jupyter ==25.1.0.dev2025011405 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 9915
-  timestamp: 1736745375375
-- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 38cb73c75a529f060b1523552808db21fba526022cabda8c23bb020607f5bc73
-  md5: e15ac442ae0aaa33ade5f177c4ecb5ef
+  size: 9916
+  timestamp: 1736831822162
+- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: 6b70fb0b3ff451c344e75541912480a23f7f66ec4e823fb67215c55210bc238f
+  md5: 73aeefc77fbbd11c37f794e61bedcbce
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 244367885
-  timestamp: 1736745440770
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: d5cd57f5b74fea8cb715d95d66ceea8d0fd9a7fc4f521a814ae12d1081a2bf6c
-  md5: 30136f977d5cd4113c7036f3b4263565
+  size: 244270660
+  timestamp: 1736831822160
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: b790059d25a546964ec54600d606cf507f046685f8b93768af09306e2789763d
+  md5: 8284a53ad8867fbebf5ff5872afcc683
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 248040761
-  timestamp: 1736745375373
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 56010bbdb90c49b5d863b43709400791b7263791a5af281fb86b63e03f0e31a8
-  md5: d96978d80b34cd4dd7fea5d3f3eba294
+  size: 247897740
+  timestamp: 1736831760973
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: e3f0a7f45a58997e93c62de0b02d657f5788074ed274c73ba42c8dbe4e4254ee
+  md5: 948b2059736f978eb8ef29e011c478aa
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 206549629
-  timestamp: 1736745640913
-- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.11release.conda
-  sha256: a9a51fab53f0fa575476deb9444289ffc4dbf814cfb9143253c57b8407265f81
-  md5: 8ed16e66162a88d148d001470c0e18b4
+  size: 206428789
+  timestamp: 1736832175871
+- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.11release.conda
+  sha256: b8bfb77cd0cfc82806c5c617da959641b4c91d5ab46935bfee55c99583c8de0f
+  md5: 705f4e4fc003b13c7a23e7478c1be9ca
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.11.*
   - fastapi
   - httpx
@@ -4813,13 +4813,13 @@ packages:
   - uvicorn
   - python_abi 3.11.* *_cp311
   license: LicenseRef-Modular-Proprietary
-  size: 124343976
-  timestamp: 1736745440777
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.11release.conda
-  sha256: ce76f754286b4e32a6767cb03cb087685016c72adee3a9dcfa03d31ccb60884b
-  md5: c273385b33be94efd668a924a60033ff
+  size: 124202693
+  timestamp: 1736831822168
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.11release.conda
+  sha256: 302c03fb71dfe486302339dc1e499cf4ca5da16a04611650a844393217bf7c44
+  md5: b712cc1995d5acc5c827fdcfb0be301d
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.11.*
   - fastapi
   - httpx
@@ -4840,13 +4840,13 @@ packages:
   - uvicorn
   - python_abi 3.11.* *_cp311
   license: LicenseRef-Modular-Proprietary
-  size: 128107516
-  timestamp: 1736745375382
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.11release.conda
-  sha256: 0b73711051933e6ce7492c040f2266b58a80b0a10c178a441ada8b29984783b9
-  md5: 0fa8cbaa48a7ef780de229d3122b5fc4
+  size: 128005742
+  timestamp: 1736831760981
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.11release.conda
+  sha256: 3050a237e8ea52c62c2ece10dfc34fbe556c84e84b550c76bdf6bbe104c103ec
+  md5: 15e93133522e46eba973591025576482
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.11.*
   - fastapi
   - httpx
@@ -4867,12 +4867,12 @@ packages:
   - uvicorn
   - python_abi 3.11.* *_cp311
   license: LicenseRef-Modular-Proprietary
-  size: 110714169
-  timestamp: 1736745640916
-- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+  size: 110606719
+  timestamp: 1736832175873
+- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a146eceb109dbdcf93e44b2ac3d09796c9f78ac05e5e81a2e325749e05f8bda5
-  md5: a1240273ce6e690ad5f01ed918d9859a
+  sha256: f22466f25b437c46a5e05b93ae7213639abdf1ddf8c48e8d2fc0f0a091cfd5a2
+  md5: f588562602f7e3a17c1983f53eee1056
   depends:
   - python >=3.9,<3.13
   - click >=8.0.0
@@ -4883,7 +4883,7 @@ packages:
   - python
   license: MIT
   size: 130814
-  timestamp: 1736745375380
+  timestamp: 1736831822166
 - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
   sha256: 78c1bbe1723449c52b7a9df1af2ee5f005209f67e40b6e1d3c7619127c43b1c7
   md5: 592132998493b3ff25fd7479396e8351
@@ -4893,18 +4893,18 @@ packages:
   license_family: MIT
   size: 14465
   timestamp: 1733255681319
-- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: eb73c8aebae252f558d0142ceaf5d166247f74b3722d2e02f1419f954fa518ab
-  md5: b6ea7ab915ee88e290e186b97413abdd
+  sha256: a973705b113aa88f9769a5a5e21bb4bff6b86e77c4f66db1aac3be794c1ece88
+  md5: 3a6fea9465e1a4ee3501f24fc1bbef98
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python >=3.9,<3.13
   - jupyter_client >=8.6.2,<8.7
   - python
   license: LicenseRef-Modular-Proprietary
-  size: 22932
-  timestamp: 1736745375381
+  size: 22933
+  timestamp: 1736831822167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py311h2dc5d0c_2.conda
   sha256: afaab7a028281d8b5336db2b994fd3f9694862b6ca372c079dc4e84ad768c20a
   md5: bb8ca118919836624d920b4c44383a15
@@ -5339,9 +5339,9 @@ packages:
   license_family: BSD
   size: 15695466
   timestamp: 1726879158862
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py311h848c333_1.conda
-  sha256: 8b368a4871bc9c8c9c582fc3539c00a44ae41eb239ca330ee55f9c8bd85a0bfd
-  md5: 609f8498e89280eeda12a0be33efed35
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py311h848c333_2.conda
+  sha256: 85c43e205902b6960ce203201aada9cef9b3e24c51de5bdd4feb1127000c5680
+  md5: f5ab90c426888c9c916b1956e1a03b3c
   depends:
   - libgcc >=13
   - libstdcxx >=13
@@ -5353,12 +5353,37 @@ packages:
   - python-tzdata >=2022a
   - python_abi 3.11.* *_cp311
   - pytz >=2020.1,<2024.2
+  constrains:
+  - sqlalchemy >=2.0.0
+  - scipy >=1.10.0
+  - fsspec >=2022.11.0
+  - xlsxwriter >=3.0.5
+  - numba >=0.56.4
+  - tabulate >=0.9.0
+  - pytables >=3.8.0
+  - zstandard >=0.19.0
+  - gcsfs >=2022.11.0
+  - pyqt5 >=5.15.8
+  - beautifulsoup4 >=4.11.2
+  - psycopg2 >=2.9.6
+  - s3fs >=2022.11.0
+  - lxml >=4.9.2
+  - xarray >=2022.12.0
+  - openpyxl >=3.1.0
+  - fastparquet >=2022.12.0
+  - numexpr >=2.8.4
+  - pyreadstat >=1.2.0
+  - qtpy >=2.3.0
+  - tzdata >=2022.7
+  - matplotlib >=3.6.3
+  - pyxlsb >=1.0.10
+  - blosc >=1.21.3
+  - bottleneck >=1.3.6
   arch: aarch64
   platform: linux
   license: BSD-3-Clause
-  license_family: BSD
-  size: 15390929
-  timestamp: 1726879096370
+  size: 15432560
+  timestamp: 1736811218050
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/pandas-2.2.3-py311h9cb3ce9_1.conda
   sha256: 0a08027b25e4f6034d7733c7366f44283246d61cb82d1721f8789d50ebfef287
   md5: 9ffa9dee175c76e68ea5de5aa1168d83
@@ -6883,9 +6908,9 @@ packages:
   license_family: BSD
   size: 240817
   timestamp: 1731498829166
-- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py311h9ecbd09_0.conda
-  sha256: 8e9a7a1a69d0d59b3cb0066fbdbf16dc7a0d9554ffc2a365e67eca72230ca3e8
-  md5: 452e39fb544b1ec9cc6c5b2ac9c47efa
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py311h9ecbd09_0.conda
+  sha256: 42e23f6efabc2f6c50885b6f5e6e0a87472df9ebb86e86999a7c7c85331e2704
+  md5: c03c07d4b22381d61e57cb08735b9b1c
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
@@ -6895,11 +6920,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 65396
-  timestamp: 1732523677157
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py311ha879c10_0.conda
-  sha256: 33e12fc8188dc0f649ff9fbc3770bff61912722e88ebae806accff72d01ca34f
-  md5: e2d4e19306f4df6953c7f23d15ab3805
+  size: 65109
+  timestamp: 1736757891787
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py311ha879c10_0.conda
+  sha256: a4ac2f68f462519be3fd03adcc7b30361135688fd70f742c35faf702fc0955fb
+  md5: f4a445d2759099c9cf1b955f99ca2039
   depends:
   - libgcc >=13
   - python >=3.11,<3.12.0a0
@@ -6909,11 +6934,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 65780
-  timestamp: 1732523794589
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py311h917b07b_0.conda
-  sha256: fff7f86570f0a3fd90878b75b552bafddb854e8f4d68a171cd427a13e9eb160c
-  md5: a56950191b7efa9406bbaff925173d20
+  size: 65715
+  timestamp: 1736757912446
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py311h917b07b_0.conda
+  sha256: 1dc5ceaa3838ecfa242626dda0300b28d7a827d80d6b6e624bcb2791f3f004d9
+  md5: e3bcd6e81efe9134070cd635569cb48f
   depends:
   - __osx >=11.0
   - python >=3.11,<3.12.0a0
@@ -6923,8 +6948,8 @@ packages:
   platform: osx
   license: BSD-2-Clause
   license_family: BSD
-  size: 62309
-  timestamp: 1732524074190
+  size: 62043
+  timestamp: 1736757968574
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
   sha256: ed10c9283974d311855ae08a16dfd7e56241fac632aec3b92e3cfe73cff31038
   md5: f6ebe2cb3f82ba6c057dde5d9debe4f7
diff --git a/examples/notebooks/magic.lock b/examples/notebooks/magic.lock
index 32700eab88..5af81c01f9 100644
--- a/examples/notebooks/magic.lock
+++ b/examples/notebooks/magic.lock
@@ -167,13 +167,13 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py312h178313f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.7-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.15-py312h98912ed_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -286,7 +286,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.8.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-14.1-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.2-hd590300_0.conda
@@ -458,13 +458,13 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/markupsafe-3.0.2-py312h74ce7d3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.7-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multidict-6.1.0-py312hcc812fe_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multiprocess-0.70.15-py312hdd3e373_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -577,7 +577,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.8.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/websockets-14.1-py312hb2c0f52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxau-1.0.12-h86ecc28_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxdmcp-1.1.5-h57736b2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xxhash-0.8.2-h31becfc_0.conda
@@ -741,13 +741,13 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py312h998013c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/matplotlib-inline-0.1.7-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mistune-3.1.0-pyhd8ed1ab_0.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py312hdb8e49c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py312h02f2b3b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -861,7 +861,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/websocket-client-1.8.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/websockets-14.1-py312hea69d52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/wheel-0.45.1-pyhd8ed1ab_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.12-h5505292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
@@ -5549,47 +5549,47 @@ packages:
   license_family: BSD
   size: 14467
   timestamp: 1733417051523
-- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a3a295fcdcd95629a1d495317f4fe0d3c52800616aadb33baa5b329a9b69309f
-  md5: 0d23fd60108dca58f6b01233b8732920
+  sha256: eb52c601b49e24ffc270abd164d923de1cd7641ccc0c6d7457f51ae60d11e8db
+  md5: 11ccc7657b121e4c65ede378c793112f
   depends:
-  - max-core ==25.1.0.dev2025011305 release
-  - max-python >=25.1.0.dev2025011305,<26.0a0
-  - mojo-jupyter ==25.1.0.dev2025011305 release
-  - mblack ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
+  - max-python >=25.1.0.dev2025011405,<26.0a0
+  - mojo-jupyter ==25.1.0.dev2025011405 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 9915
-  timestamp: 1736745375375
-- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 38cb73c75a529f060b1523552808db21fba526022cabda8c23bb020607f5bc73
-  md5: e15ac442ae0aaa33ade5f177c4ecb5ef
+  size: 9916
+  timestamp: 1736831822162
+- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: 6b70fb0b3ff451c344e75541912480a23f7f66ec4e823fb67215c55210bc238f
+  md5: 73aeefc77fbbd11c37f794e61bedcbce
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 244367885
-  timestamp: 1736745440770
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: d5cd57f5b74fea8cb715d95d66ceea8d0fd9a7fc4f521a814ae12d1081a2bf6c
-  md5: 30136f977d5cd4113c7036f3b4263565
+  size: 244270660
+  timestamp: 1736831822160
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: b790059d25a546964ec54600d606cf507f046685f8b93768af09306e2789763d
+  md5: 8284a53ad8867fbebf5ff5872afcc683
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 248040761
-  timestamp: 1736745375373
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 56010bbdb90c49b5d863b43709400791b7263791a5af281fb86b63e03f0e31a8
-  md5: d96978d80b34cd4dd7fea5d3f3eba294
+  size: 247897740
+  timestamp: 1736831760973
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: e3f0a7f45a58997e93c62de0b02d657f5788074ed274c73ba42c8dbe4e4254ee
+  md5: 948b2059736f978eb8ef29e011c478aa
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 206549629
-  timestamp: 1736745640913
-- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 66bce981da4327a1f0ce2ad2eb956c3ef2079cda452bd0d25151e28786a05d6d
-  md5: 39ea10f174e9072da8c5d7180998a714
+  size: 206428789
+  timestamp: 1736832175871
+- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 2ba61ee7777506ce94849a69fb0a10281208327ad12298cb399d7c143740a23a
+  md5: 4d373580ea92e6372951421273e89dbe
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -5610,13 +5610,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 124329785
-  timestamp: 1736745440780
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 60c1537b9cfa1cf05251ade5f0b2940510b15ae602ac22bb3aa4b3c44456f58d
-  md5: 93a397ced422b7638a542d8908e5ce18
+  size: 124186493
+  timestamp: 1736831822171
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 9f35e2f3c0aa425ab3b15f1aa141e498b2fb22f671823d4758116954a5f47ac0
+  md5: 95a8013bcaf7a89866ca36ba40b0477d
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -5637,13 +5637,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 128095121
-  timestamp: 1736745375385
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 889f09c1c43dc5dc9563a97947df8b2087887547023a311a4d25aba186342c84
-  md5: 4e81030c0a232a6cba739472c7a29855
+  size: 127955783
+  timestamp: 1736831760983
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: bae7c656efa518c6ba652cf66b20b07b11054e6b3c7f5c4997a319138152b10b
+  md5: 38fdc325152b22296dc03d3574837998
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -5664,12 +5664,12 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 110700356
-  timestamp: 1736745640917
-- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+  size: 110548095
+  timestamp: 1736832175874
+- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a146eceb109dbdcf93e44b2ac3d09796c9f78ac05e5e81a2e325749e05f8bda5
-  md5: a1240273ce6e690ad5f01ed918d9859a
+  sha256: f22466f25b437c46a5e05b93ae7213639abdf1ddf8c48e8d2fc0f0a091cfd5a2
+  md5: f588562602f7e3a17c1983f53eee1056
   depends:
   - python >=3.9,<3.13
   - click >=8.0.0
@@ -5680,7 +5680,7 @@ packages:
   - python
   license: MIT
   size: 130814
-  timestamp: 1736745375380
+  timestamp: 1736831822166
 - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
   sha256: 78c1bbe1723449c52b7a9df1af2ee5f005209f67e40b6e1d3c7619127c43b1c7
   md5: 592132998493b3ff25fd7479396e8351
@@ -5700,18 +5700,18 @@ packages:
   license_family: BSD
   size: 68803
   timestamp: 1735686983426
-- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: eb73c8aebae252f558d0142ceaf5d166247f74b3722d2e02f1419f954fa518ab
-  md5: b6ea7ab915ee88e290e186b97413abdd
+  sha256: a973705b113aa88f9769a5a5e21bb4bff6b86e77c4f66db1aac3be794c1ece88
+  md5: 3a6fea9465e1a4ee3501f24fc1bbef98
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python >=3.9,<3.13
   - jupyter_client >=8.6.2,<8.7
   - python
   license: LicenseRef-Modular-Proprietary
-  size: 22932
-  timestamp: 1736745375381
+  size: 22933
+  timestamp: 1736831822167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
   sha256: b05bc8252a6e957bf4a776ed5e0e61d1ba88cdc46ccb55890c72cc58b10371f4
   md5: 5b5e3267d915a107eca793d52e1b780a
@@ -8178,9 +8178,9 @@ packages:
   license_family: MIT
   size: 62931
   timestamp: 1733130309598
-- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
-  sha256: a6fc0f4e90643d0c1fd4aab669b6a79f44a305a5474256f6f2da3354d2310fb4
-  md5: ddbe3bb0e1356cb9074dd848570694f9
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
+  sha256: 8d5114497ca237b4a41f381a474571cfbd874b357a57005e1ef891fbe961e927
+  md5: 31e36a1c68a03c501542a6c454963ffe
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
@@ -8190,11 +8190,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 63807
-  timestamp: 1732523690292
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
-  sha256: b9aa760a987ccc6bc9c61f57badba6798d9a3dcbd0814e5fb8df6d8d2935af73
-  md5: 120d5d1c05386d8ce3efd65a4c86431f
+  size: 63794
+  timestamp: 1736757851335
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
+  sha256: 105f16fa8db777bbda7ec195025007e0d591db3080536fbfbcd81eba230cd8e4
+  md5: 6f091288846887f19f845688c3d7ca1e
   depends:
   - libgcc >=13
   - python >=3.12,<3.13.0a0
@@ -8204,11 +8204,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 64783
-  timestamp: 1732523806
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
-  sha256: 0fb35c3d1642f9f47db87bdb33148f88ef19a3af1eb0ee99b5491551c57269c7
-  md5: 73414acdb779a8694a14527865b4357a
+  size: 64616
+  timestamp: 1736757911835
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
+  sha256: 213a18609ccfdde862a8fcf9d96b9133cc6ca0abf5953ed148b35a9c8eb27a9c
+  md5: e3a62bb92c2e71e95f0e3be67a5ff351
   depends:
   - __osx >=11.0
   - python >=3.12,<3.13.0a0
@@ -8218,8 +8218,8 @@ packages:
   platform: osx
   license: BSD-2-Clause
   license_family: BSD
-  size: 61043
-  timestamp: 1732523852129
+  size: 61365
+  timestamp: 1736758030632
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
   sha256: ed10c9283974d311855ae08a16dfd7e56241fac632aec3b92e3cfe73cff31038
   md5: f6ebe2cb3f82ba6c057dde5d9debe4f7
diff --git a/examples/operators/magic.lock b/examples/operators/magic.lock
index 336611fd4b..0072b9f004 100644
--- a/examples/operators/magic.lock
+++ b/examples/operators/magic.lock
@@ -131,12 +131,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py312h178313f_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.15-py312h98912ed_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -213,7 +213,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/uvloop-0.21.0-py312h66e93f0_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.0.4-py312h12e396e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-14.1-py312h66e93f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.2-hd590300_0.conda
@@ -349,12 +349,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/lz4-c-1.10.0-h5ad3122_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/markupsafe-3.0.2-py312h74ce7d3_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multidict-6.1.0-py312hcc812fe_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multiprocess-0.70.15-py312hdd3e373_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -371,7 +371,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/opentelemetry-semantic-conventions-0.50b0-pyh3cfb1c2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/orc-2.0.3-hdd485aa_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pillow-11.1.0-py312h719f0cf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
@@ -431,7 +431,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/uvloop-0.21.0-py312hb2c0f52_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/watchfiles-1.0.4-py312h8cbf658_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/websockets-14.1-py312hb2c0f52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxau-1.0.12-h86ecc28_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxdmcp-1.1.5-h57736b2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xxhash-0.8.2-h31becfc_0.conda
@@ -558,12 +558,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.10.0-h286801f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py312h998013c_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py312hdb8e49c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py312h02f2b3b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -639,7 +639,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/uvloop-0.21.0-py312h0bf5046_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/watchfiles-1.0.4-py312hcd83bfe_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/websockets-14.1-py312hea69d52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.12-h5505292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
@@ -4752,47 +4752,47 @@ packages:
   license_family: BSD
   size: 24048
   timestamp: 1733219945697
-- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a3a295fcdcd95629a1d495317f4fe0d3c52800616aadb33baa5b329a9b69309f
-  md5: 0d23fd60108dca58f6b01233b8732920
+  sha256: eb52c601b49e24ffc270abd164d923de1cd7641ccc0c6d7457f51ae60d11e8db
+  md5: 11ccc7657b121e4c65ede378c793112f
   depends:
-  - max-core ==25.1.0.dev2025011305 release
-  - max-python >=25.1.0.dev2025011305,<26.0a0
-  - mojo-jupyter ==25.1.0.dev2025011305 release
-  - mblack ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
+  - max-python >=25.1.0.dev2025011405,<26.0a0
+  - mojo-jupyter ==25.1.0.dev2025011405 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 9915
-  timestamp: 1736745375375
-- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 38cb73c75a529f060b1523552808db21fba526022cabda8c23bb020607f5bc73
-  md5: e15ac442ae0aaa33ade5f177c4ecb5ef
+  size: 9916
+  timestamp: 1736831822162
+- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: 6b70fb0b3ff451c344e75541912480a23f7f66ec4e823fb67215c55210bc238f
+  md5: 73aeefc77fbbd11c37f794e61bedcbce
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 244367885
-  timestamp: 1736745440770
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: d5cd57f5b74fea8cb715d95d66ceea8d0fd9a7fc4f521a814ae12d1081a2bf6c
-  md5: 30136f977d5cd4113c7036f3b4263565
+  size: 244270660
+  timestamp: 1736831822160
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: b790059d25a546964ec54600d606cf507f046685f8b93768af09306e2789763d
+  md5: 8284a53ad8867fbebf5ff5872afcc683
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 248040761
-  timestamp: 1736745375373
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 56010bbdb90c49b5d863b43709400791b7263791a5af281fb86b63e03f0e31a8
-  md5: d96978d80b34cd4dd7fea5d3f3eba294
+  size: 247897740
+  timestamp: 1736831760973
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: e3f0a7f45a58997e93c62de0b02d657f5788074ed274c73ba42c8dbe4e4254ee
+  md5: 948b2059736f978eb8ef29e011c478aa
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 206549629
-  timestamp: 1736745640913
-- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 66bce981da4327a1f0ce2ad2eb956c3ef2079cda452bd0d25151e28786a05d6d
-  md5: 39ea10f174e9072da8c5d7180998a714
+  size: 206428789
+  timestamp: 1736832175871
+- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 2ba61ee7777506ce94849a69fb0a10281208327ad12298cb399d7c143740a23a
+  md5: 4d373580ea92e6372951421273e89dbe
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4813,13 +4813,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 124329785
-  timestamp: 1736745440780
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 60c1537b9cfa1cf05251ade5f0b2940510b15ae602ac22bb3aa4b3c44456f58d
-  md5: 93a397ced422b7638a542d8908e5ce18
+  size: 124186493
+  timestamp: 1736831822171
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 9f35e2f3c0aa425ab3b15f1aa141e498b2fb22f671823d4758116954a5f47ac0
+  md5: 95a8013bcaf7a89866ca36ba40b0477d
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4840,13 +4840,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 128095121
-  timestamp: 1736745375385
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 889f09c1c43dc5dc9563a97947df8b2087887547023a311a4d25aba186342c84
-  md5: 4e81030c0a232a6cba739472c7a29855
+  size: 127955783
+  timestamp: 1736831760983
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: bae7c656efa518c6ba652cf66b20b07b11054e6b3c7f5c4997a319138152b10b
+  md5: 38fdc325152b22296dc03d3574837998
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4867,12 +4867,12 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 110700356
-  timestamp: 1736745640917
-- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+  size: 110548095
+  timestamp: 1736832175874
+- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a146eceb109dbdcf93e44b2ac3d09796c9f78ac05e5e81a2e325749e05f8bda5
-  md5: a1240273ce6e690ad5f01ed918d9859a
+  sha256: f22466f25b437c46a5e05b93ae7213639abdf1ddf8c48e8d2fc0f0a091cfd5a2
+  md5: f588562602f7e3a17c1983f53eee1056
   depends:
   - python >=3.9,<3.13
   - click >=8.0.0
@@ -4883,7 +4883,7 @@ packages:
   - python
   license: MIT
   size: 130814
-  timestamp: 1736745375380
+  timestamp: 1736831822166
 - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
   sha256: 78c1bbe1723449c52b7a9df1af2ee5f005209f67e40b6e1d3c7619127c43b1c7
   md5: 592132998493b3ff25fd7479396e8351
@@ -4893,18 +4893,18 @@ packages:
   license_family: MIT
   size: 14465
   timestamp: 1733255681319
-- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: eb73c8aebae252f558d0142ceaf5d166247f74b3722d2e02f1419f954fa518ab
-  md5: b6ea7ab915ee88e290e186b97413abdd
+  sha256: a973705b113aa88f9769a5a5e21bb4bff6b86e77c4f66db1aac3be794c1ece88
+  md5: 3a6fea9465e1a4ee3501f24fc1bbef98
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python >=3.9,<3.13
   - jupyter_client >=8.6.2,<8.7
   - python
   license: LicenseRef-Modular-Proprietary
-  size: 22932
-  timestamp: 1736745375381
+  size: 22933
+  timestamp: 1736831822167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
   sha256: b05bc8252a6e957bf4a776ed5e0e61d1ba88cdc46ccb55890c72cc58b10371f4
   md5: 5b5e3267d915a107eca793d52e1b780a
@@ -5339,9 +5339,9 @@ packages:
   license_family: BSD
   size: 15436913
   timestamp: 1726879054912
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
-  sha256: 585e05f95d14afe3df43ded14f86800c70da26b27e27b59de95932f8888af5d3
-  md5: 80b873ac4fdf36641afa0eaafff3a664
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
+  sha256: a34b10077de97eea72c81cb96e3ddc7d48320c0fc7d9b28ba8d9d2bead1d8297
+  md5: 39a91ac336d350513de6aad56da5a920
   depends:
   - libgcc >=13
   - libstdcxx >=13
@@ -5353,12 +5353,37 @@ packages:
   - python-tzdata >=2022a
   - python_abi 3.12.* *_cp312
   - pytz >=2020.1,<2024.2
+  constrains:
+  - fsspec >=2022.11.0
+  - s3fs >=2022.11.0
+  - fastparquet >=2022.12.0
+  - pyreadstat >=1.2.0
+  - qtpy >=2.3.0
+  - scipy >=1.10.0
+  - beautifulsoup4 >=4.11.2
+  - gcsfs >=2022.11.0
+  - numexpr >=2.8.4
+  - sqlalchemy >=2.0.0
+  - pyxlsb >=1.0.10
+  - numba >=0.56.4
+  - lxml >=4.9.2
+  - matplotlib >=3.6.3
+  - psycopg2 >=2.9.6
+  - tzdata >=2022.7
+  - bottleneck >=1.3.6
+  - xarray >=2022.12.0
+  - xlsxwriter >=3.0.5
+  - zstandard >=0.19.0
+  - blosc >=1.21.3
+  - pytables >=3.8.0
+  - openpyxl >=3.1.0
+  - pyqt5 >=5.15.8
+  - tabulate >=0.9.0
   arch: aarch64
   platform: linux
   license: BSD-3-Clause
-  license_family: BSD
-  size: 15159625
-  timestamp: 1726879151211
+  size: 15162992
+  timestamp: 1736811533875
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/pandas-2.2.3-py312hcd31e36_1.conda
   sha256: ff0cb54b5d058c7987b4a0984066e893642d1865a7bb695294b6172e2fcdc457
   md5: c68bfa69e6086c381c74e16fd72613a8
@@ -6883,9 +6908,9 @@ packages:
   license_family: BSD
   size: 243131
   timestamp: 1731498944076
-- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
-  sha256: a6fc0f4e90643d0c1fd4aab669b6a79f44a305a5474256f6f2da3354d2310fb4
-  md5: ddbe3bb0e1356cb9074dd848570694f9
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
+  sha256: 8d5114497ca237b4a41f381a474571cfbd874b357a57005e1ef891fbe961e927
+  md5: 31e36a1c68a03c501542a6c454963ffe
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
@@ -6895,11 +6920,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 63807
-  timestamp: 1732523690292
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
-  sha256: b9aa760a987ccc6bc9c61f57badba6798d9a3dcbd0814e5fb8df6d8d2935af73
-  md5: 120d5d1c05386d8ce3efd65a4c86431f
+  size: 63794
+  timestamp: 1736757851335
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
+  sha256: 105f16fa8db777bbda7ec195025007e0d591db3080536fbfbcd81eba230cd8e4
+  md5: 6f091288846887f19f845688c3d7ca1e
   depends:
   - libgcc >=13
   - python >=3.12,<3.13.0a0
@@ -6909,11 +6934,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 64783
-  timestamp: 1732523806
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
-  sha256: 0fb35c3d1642f9f47db87bdb33148f88ef19a3af1eb0ee99b5491551c57269c7
-  md5: 73414acdb779a8694a14527865b4357a
+  size: 64616
+  timestamp: 1736757911835
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
+  sha256: 213a18609ccfdde862a8fcf9d96b9133cc6ca0abf5953ed148b35a9c8eb27a9c
+  md5: e3a62bb92c2e71e95f0e3be67a5ff351
   depends:
   - __osx >=11.0
   - python >=3.12,<3.13.0a0
@@ -6923,8 +6948,8 @@ packages:
   platform: osx
   license: BSD-2-Clause
   license_family: BSD
-  size: 61043
-  timestamp: 1732523852129
+  size: 61365
+  timestamp: 1736758030632
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
   sha256: ed10c9283974d311855ae08a16dfd7e56241fac632aec3b92e3cfe73cff31038
   md5: f6ebe2cb3f82ba6c057dde5d9debe4f7
diff --git a/magic.lock b/magic.lock
index cc1e7529e0..a4f636e4b6 100644
--- a/magic.lock
+++ b/magic.lock
@@ -132,12 +132,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.10.0-h5888daf_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/markupsafe-3.0.2-py312h178313f_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.15-py312h98912ed_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -214,7 +214,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-64/uvloop-0.21.0-py312h66e93f0_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/watchfiles-1.0.4-py312h12e396e_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/websockets-14.1-py312h66e93f0_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.5-hb9d3cd8_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.2-hd590300_0.conda
@@ -351,12 +351,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/lz4-c-1.10.0-h5ad3122_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/markupsafe-3.0.2-py312h74ce7d3_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multidict-6.1.0-py312hcc812fe_2.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/multiprocess-0.70.15-py312hdd3e373_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -373,7 +373,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/noarch/opentelemetry-semantic-conventions-0.50b0-pyh3cfb1c2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/orc-2.0.3-hdd485aa_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pathspec-0.12.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pillow-11.1.0-py312h719f0cf_0.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/platformdirs-4.3.6-pyhd8ed1ab_1.conda
@@ -433,7 +433,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/uvloop-0.21.0-py312hb2c0f52_1.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/watchfiles-1.0.4-py312h8cbf658_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/websockets-14.1-py312hb2c0f52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxau-1.0.12-h86ecc28_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xorg-libxdmcp-1.1.5-h57736b2_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-aarch64/xxhash-0.8.2-h31becfc_0.conda
@@ -561,12 +561,12 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/lz4-c-1.10.0-h286801f_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/markdown-it-py-3.0.0-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-3.0.2-py312h998013c_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+      - conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multidict-6.1.0-py312hdb8e49c_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/multiprocess-0.70.15-py312h02f2b3b_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/mypy_extensions-1.0.0-pyha770c72_1.conda
@@ -642,7 +642,7 @@ environments:
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/uvloop-0.21.0-py312h0bf5046_1.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/watchfiles-1.0.4-py312hcd83bfe_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/websockets-14.1-py312hea69d52_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxau-1.0.12-h5505292_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xorg-libxdmcp-1.1.5-hd74edd7_0.conda
       - conda: https://conda.anaconda.org/conda-forge/osx-arm64/xxhash-0.8.2-hb547adb_0.conda
@@ -4764,47 +4764,47 @@ packages:
   license_family: BSD
   size: 24048
   timestamp: 1733219945697
-- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/max-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a3a295fcdcd95629a1d495317f4fe0d3c52800616aadb33baa5b329a9b69309f
-  md5: 0d23fd60108dca58f6b01233b8732920
+  sha256: eb52c601b49e24ffc270abd164d923de1cd7641ccc0c6d7457f51ae60d11e8db
+  md5: 11ccc7657b121e4c65ede378c793112f
   depends:
-  - max-core ==25.1.0.dev2025011305 release
-  - max-python >=25.1.0.dev2025011305,<26.0a0
-  - mojo-jupyter ==25.1.0.dev2025011305 release
-  - mblack ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
+  - max-python >=25.1.0.dev2025011405,<26.0a0
+  - mojo-jupyter ==25.1.0.dev2025011405 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 9915
-  timestamp: 1736745375375
-- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 38cb73c75a529f060b1523552808db21fba526022cabda8c23bb020607f5bc73
-  md5: e15ac442ae0aaa33ade5f177c4ecb5ef
+  size: 9916
+  timestamp: 1736831822162
+- conda: https://conda.modular.com/max-nightly/linux-64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: 6b70fb0b3ff451c344e75541912480a23f7f66ec4e823fb67215c55210bc238f
+  md5: 73aeefc77fbbd11c37f794e61bedcbce
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 244367885
-  timestamp: 1736745440770
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: d5cd57f5b74fea8cb715d95d66ceea8d0fd9a7fc4f521a814ae12d1081a2bf6c
-  md5: 30136f977d5cd4113c7036f3b4263565
+  size: 244270660
+  timestamp: 1736831822160
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: b790059d25a546964ec54600d606cf507f046685f8b93768af09306e2789763d
+  md5: 8284a53ad8867fbebf5ff5872afcc683
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 248040761
-  timestamp: 1736745375373
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011305-release.conda
-  sha256: 56010bbdb90c49b5d863b43709400791b7263791a5af281fb86b63e03f0e31a8
-  md5: d96978d80b34cd4dd7fea5d3f3eba294
+  size: 247897740
+  timestamp: 1736831760973
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-core-25.1.0.dev2025011405-release.conda
+  sha256: e3f0a7f45a58997e93c62de0b02d657f5788074ed274c73ba42c8dbe4e4254ee
+  md5: 948b2059736f978eb8ef29e011c478aa
   depends:
-  - mblack ==25.1.0.dev2025011305 release
+  - mblack ==25.1.0.dev2025011405 release
   license: LicenseRef-Modular-Proprietary
-  size: 206549629
-  timestamp: 1736745640913
-- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 66bce981da4327a1f0ce2ad2eb956c3ef2079cda452bd0d25151e28786a05d6d
-  md5: 39ea10f174e9072da8c5d7180998a714
+  size: 206428789
+  timestamp: 1736832175871
+- conda: https://conda.modular.com/max-nightly/linux-64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 2ba61ee7777506ce94849a69fb0a10281208327ad12298cb399d7c143740a23a
+  md5: 4d373580ea92e6372951421273e89dbe
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4825,13 +4825,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 124329785
-  timestamp: 1736745440780
-- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 60c1537b9cfa1cf05251ade5f0b2940510b15ae602ac22bb3aa4b3c44456f58d
-  md5: 93a397ced422b7638a542d8908e5ce18
+  size: 124186493
+  timestamp: 1736831822171
+- conda: https://conda.modular.com/max-nightly/linux-aarch64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: 9f35e2f3c0aa425ab3b15f1aa141e498b2fb22f671823d4758116954a5f47ac0
+  md5: 95a8013bcaf7a89866ca36ba40b0477d
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4852,13 +4852,13 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 128095121
-  timestamp: 1736745375385
-- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011305-3.12release.conda
-  sha256: 889f09c1c43dc5dc9563a97947df8b2087887547023a311a4d25aba186342c84
-  md5: 4e81030c0a232a6cba739472c7a29855
+  size: 127955783
+  timestamp: 1736831760983
+- conda: https://conda.modular.com/max-nightly/osx-arm64/max-python-25.1.0.dev2025011405-3.12release.conda
+  sha256: bae7c656efa518c6ba652cf66b20b07b11054e6b3c7f5c4997a319138152b10b
+  md5: 38fdc325152b22296dc03d3574837998
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python 3.12.*
   - fastapi
   - httpx
@@ -4879,12 +4879,12 @@ packages:
   - uvicorn
   - python_abi 3.12.* *_cp312
   license: LicenseRef-Modular-Proprietary
-  size: 110700356
-  timestamp: 1736745640917
-- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011305-release.conda
+  size: 110548095
+  timestamp: 1736832175874
+- conda: https://conda.modular.com/max-nightly/noarch/mblack-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: a146eceb109dbdcf93e44b2ac3d09796c9f78ac05e5e81a2e325749e05f8bda5
-  md5: a1240273ce6e690ad5f01ed918d9859a
+  sha256: f22466f25b437c46a5e05b93ae7213639abdf1ddf8c48e8d2fc0f0a091cfd5a2
+  md5: f588562602f7e3a17c1983f53eee1056
   depends:
   - python >=3.9,<3.13
   - click >=8.0.0
@@ -4895,7 +4895,7 @@ packages:
   - python
   license: MIT
   size: 130814
-  timestamp: 1736745375380
+  timestamp: 1736831822166
 - conda: https://conda.anaconda.org/conda-forge/noarch/mdurl-0.1.2-pyhd8ed1ab_1.conda
   sha256: 78c1bbe1723449c52b7a9df1af2ee5f005209f67e40b6e1d3c7619127c43b1c7
   md5: 592132998493b3ff25fd7479396e8351
@@ -4905,18 +4905,18 @@ packages:
   license_family: MIT
   size: 14465
   timestamp: 1733255681319
-- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011305-release.conda
+- conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-25.1.0.dev2025011405-release.conda
   noarch: python
-  sha256: eb73c8aebae252f558d0142ceaf5d166247f74b3722d2e02f1419f954fa518ab
-  md5: b6ea7ab915ee88e290e186b97413abdd
+  sha256: a973705b113aa88f9769a5a5e21bb4bff6b86e77c4f66db1aac3be794c1ece88
+  md5: 3a6fea9465e1a4ee3501f24fc1bbef98
   depends:
-  - max-core ==25.1.0.dev2025011305 release
+  - max-core ==25.1.0.dev2025011405 release
   - python >=3.9,<3.13
   - jupyter_client >=8.6.2,<8.7
   - python
   license: LicenseRef-Modular-Proprietary
-  size: 22932
-  timestamp: 1736745375381
+  size: 22933
+  timestamp: 1736831822167
 - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py312h178313f_2.conda
   sha256: b05bc8252a6e957bf4a776ed5e0e61d1ba88cdc46ccb55890c72cc58b10371f4
   md5: 5b5e3267d915a107eca793d52e1b780a
@@ -5351,9 +5351,9 @@ packages:
   license_family: BSD
   size: 15436913
   timestamp: 1726879054912
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_1.conda
-  sha256: 585e05f95d14afe3df43ded14f86800c70da26b27e27b59de95932f8888af5d3
-  md5: 80b873ac4fdf36641afa0eaafff3a664
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/pandas-2.2.3-py312ha2895bd_2.conda
+  sha256: a34b10077de97eea72c81cb96e3ddc7d48320c0fc7d9b28ba8d9d2bead1d8297
+  md5: 39a91ac336d350513de6aad56da5a920
   depends:
   - libgcc >=13
   - libstdcxx >=13
@@ -5365,12 +5365,37 @@ packages:
   - python-tzdata >=2022a
   - python_abi 3.12.* *_cp312
   - pytz >=2020.1,<2024.2
+  constrains:
+  - fsspec >=2022.11.0
+  - s3fs >=2022.11.0
+  - fastparquet >=2022.12.0
+  - pyreadstat >=1.2.0
+  - qtpy >=2.3.0
+  - scipy >=1.10.0
+  - beautifulsoup4 >=4.11.2
+  - gcsfs >=2022.11.0
+  - numexpr >=2.8.4
+  - sqlalchemy >=2.0.0
+  - pyxlsb >=1.0.10
+  - numba >=0.56.4
+  - lxml >=4.9.2
+  - matplotlib >=3.6.3
+  - psycopg2 >=2.9.6
+  - tzdata >=2022.7
+  - bottleneck >=1.3.6
+  - xarray >=2022.12.0
+  - xlsxwriter >=3.0.5
+  - zstandard >=0.19.0
+  - blosc >=1.21.3
+  - pytables >=3.8.0
+  - openpyxl >=3.1.0
+  - pyqt5 >=5.15.8
+  - tabulate >=0.9.0
   arch: aarch64
   platform: linux
   license: BSD-3-Clause
-  license_family: BSD
-  size: 15159625
-  timestamp: 1726879151211
+  size: 15162992
+  timestamp: 1736811533875
 - conda: https://conda.anaconda.org/conda-forge/osx-arm64/pandas-2.2.3-py312hcd31e36_1.conda
   sha256: ff0cb54b5d058c7987b4a0984066e893642d1865a7bb695294b6172e2fcdc457
   md5: c68bfa69e6086c381c74e16fd72613a8
@@ -6895,9 +6920,9 @@ packages:
   license_family: BSD
   size: 243131
   timestamp: 1731498944076
-- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.0-py312h66e93f0_0.conda
-  sha256: a6fc0f4e90643d0c1fd4aab669b6a79f44a305a5474256f6f2da3354d2310fb4
-  md5: ddbe3bb0e1356cb9074dd848570694f9
+- conda: https://conda.anaconda.org/conda-forge/linux-64/wrapt-1.17.1-py312h66e93f0_0.conda
+  sha256: 8d5114497ca237b4a41f381a474571cfbd874b357a57005e1ef891fbe961e927
+  md5: 31e36a1c68a03c501542a6c454963ffe
   depends:
   - __glibc >=2.17,<3.0.a0
   - libgcc >=13
@@ -6907,11 +6932,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 63807
-  timestamp: 1732523690292
-- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.0-py312hb2c0f52_0.conda
-  sha256: b9aa760a987ccc6bc9c61f57badba6798d9a3dcbd0814e5fb8df6d8d2935af73
-  md5: 120d5d1c05386d8ce3efd65a4c86431f
+  size: 63794
+  timestamp: 1736757851335
+- conda: https://conda.anaconda.org/conda-forge/linux-aarch64/wrapt-1.17.1-py312hb2c0f52_0.conda
+  sha256: 105f16fa8db777bbda7ec195025007e0d591db3080536fbfbcd81eba230cd8e4
+  md5: 6f091288846887f19f845688c3d7ca1e
   depends:
   - libgcc >=13
   - python >=3.12,<3.13.0a0
@@ -6921,11 +6946,11 @@ packages:
   platform: linux
   license: BSD-2-Clause
   license_family: BSD
-  size: 64783
-  timestamp: 1732523806
-- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.0-py312hea69d52_0.conda
-  sha256: 0fb35c3d1642f9f47db87bdb33148f88ef19a3af1eb0ee99b5491551c57269c7
-  md5: 73414acdb779a8694a14527865b4357a
+  size: 64616
+  timestamp: 1736757911835
+- conda: https://conda.anaconda.org/conda-forge/osx-arm64/wrapt-1.17.1-py312hea69d52_0.conda
+  sha256: 213a18609ccfdde862a8fcf9d96b9133cc6ca0abf5953ed148b35a9c8eb27a9c
+  md5: e3a62bb92c2e71e95f0e3be67a5ff351
   depends:
   - __osx >=11.0
   - python >=3.12,<3.13.0a0
@@ -6935,8 +6960,8 @@ packages:
   platform: osx
   license: BSD-2-Clause
   license_family: BSD
-  size: 61043
-  timestamp: 1732523852129
+  size: 61365
+  timestamp: 1736758030632
 - conda: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.12-hb9d3cd8_0.conda
   sha256: ed10c9283974d311855ae08a16dfd7e56241fac632aec3b92e3cfe73cff31038
   md5: f6ebe2cb3f82ba6c057dde5d9debe4f7