diff --git a/examples/life/magic.lock b/examples/life/magic.lock
index 8325a74676..9c78b39352 100644
--- a/examples/life/magic.lock
+++ b/examples/life/magic.lock
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       - conda: https://conda.anaconda.org/conda-forge/noarch/uvicorn-0.32.1-pyh31011fe_0.conda
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+  build: pyhd8ed1ab_1
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+  url: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
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   - opentelemetry-exporter-prometheus >=0.48b0
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+  - huggingface_hub
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+  - dill >=0.3.6
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   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
-  size: 342831
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+  - dill >=0.3.6
+  - libgcc-ng >=12
+  - python >=3.12.0rc3,<3.13.0a0
   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
-  size: 340540
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-  - libgcc >=13
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-  - python >=3.12,<3.13.0a0 *_cpython
+  - dill >=0.3.6
+  - libgcc-ng >=12
+  - python >=3.12.0rc3,<3.13.0a0
+  - python >=3.12.0rc3,<3.13.0a0 *_cpython
   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
-  size: 341428
-  timestamp: 1724954862644
+  size: 336110
+  timestamp: 1695459137796
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@@ -8653,19 +8658,19 @@ packages:
 - kind: conda
   name: packaging
   version: '24.2'
-  build: pyhff2d567_1
-  build_number: 1
+  build: pyhd8ed1ab_2
+  build_number: 2
   subdir: noarch
   noarch: python
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-  md5: 8508b703977f4c4ada34d657d051972c
+  url: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
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+  md5: 3bfed7e6228ebf2f7b9eaa47f1b4e2aa
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   license: Apache-2.0
   license_family: APACHE
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+  timestamp: 1733203368787
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@@ -9383,18 +9388,20 @@ packages:
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   name: pycparser
   version: '2.22'
-  build: pyhd8ed1ab_0
+  build: pyh29332c3_1
+  build_number: 1
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   noarch: python
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-  md5: 844d9eb3b43095b031874477f7d70088
+  url: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.22-pyh29332c3_1.conda
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+  md5: 12c566707c80111f9799308d9e265aef
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+  - python >=3.9
+  - python
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   license_family: BSD
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+  size: 110100
+  timestamp: 1733195786147
 - kind: conda
   name: pydantic
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@@ -9748,19 +9755,19 @@ packages:
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   name: python-dateutil
   version: 2.9.0.post0
-  build: pyhff2d567_0
+  build: pyhff2d567_1
+  build_number: 1
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   noarch: python
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-  md5: b6dfd90a2141e573e4b6a81630b56df5
+  url: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhff2d567_1.conda
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+  md5: 5ba79d7c71f03c678c8ead841f347d6e
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   - six >=1.5
   license: Apache-2.0
-  license_family: APACHE
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-  timestamp: 1731919374686
+  size: 222505
+  timestamp: 1733215763718
 - kind: conda
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   version: 1.0.1
@@ -10245,24 +10252,24 @@ packages:
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   name: requests
   version: 2.32.3
-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
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-  md5: 5ede4753180c7a550a443c430dc8ab52
+  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.3-pyhd8ed1ab_1.conda
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+  md5: a9b9368f3701a417eac9edbcae7cb737
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   - charset-normalizer >=2,<4
   - idna >=2.5,<4
-  - python >=3.8
+  - python >=3.9
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   license: Apache-2.0
-  license_family: APACHE
-  size: 58810
-  timestamp: 1717057174842
+  size: 58723
+  timestamp: 1733217126197
 - kind: conda
   name: rich
   version: 13.9.4
@@ -10639,18 +10646,19 @@ packages:
 - kind: conda
   name: six
   version: 1.16.0
-  build: pyh6c4a22f_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
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-  md5: e5f25f8dbc060e9a8d912e432202afc2
+  url: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyhd8ed1ab_1.conda
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+  md5: a516da6cfe1ec0a55e49737f017b4965
   depends:
-  - python
+  - python >=3.9
   license: MIT
   license_family: MIT
-  size: 14259
-  timestamp: 1620240338595
+  size: 16385
+  timestamp: 1733216901349
 - kind: conda
   name: snappy
   version: 1.2.1
@@ -11110,22 +11118,23 @@ packages:
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   name: urllib3
   version: 2.2.3
-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
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-  md5: 6b55867f385dd762ed99ea687af32a69
+  url: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.3-pyhd8ed1ab_1.conda
+  sha256: 416e30a1c3262275f01a3e22e783118d9e9d2872a739a9ed860d06fa9c7593d5
+  md5: 4a2d8ef7c37b8808c5b9b750501fffce
   depends:
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   - h2 >=4,<5
   - pysocks >=1.5.6,<2.0,!=1.5.7
-  - python >=3.8
+  - python >=3.9
   - zstandard >=0.18.0
   license: MIT
   license_family: MIT
-  size: 98076
-  timestamp: 1726496531769
+  size: 98077
+  timestamp: 1733206968917
 - kind: conda
   name: uvicorn
   version: 0.32.1
diff --git a/examples/magic.lock b/examples/magic.lock
index bf0e02fb64..2e04f1ffa4 100644
--- a/examples/magic.lock
+++ b/examples/magic.lock
@@ -13,7 +13,7 @@ environments:
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-3.1.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-2.14.4-pyhd8ed1ab_0.conda
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       - conda: https://conda.anaconda.org/conda-forge/linux-64/frozenlist-1.5.0-py311h9ecbd09_0.conda
-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.9.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhff2d567_0.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/gflags-2.2.2-h5888daf_1005.conda
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@@ -67,7 +67,7 @@ environments:
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       - conda: https://conda.anaconda.org/conda-forge/noarch/hyperframe-6.0.1-pyhd8ed1ab_0.tar.bz2
-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/importlib-metadata-7.0.2-pyha770c72_0.conda
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-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-24.6.0.dev2024120221-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/max-24.6.0.dev2024120306-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-core-24.6.0.dev2024120306-release.conda
+      - conda: https://conda.modular.com/max-nightly/linux-64/max-python-24.6.0.dev2024120306-3.11release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mblack-24.6.0.dev2024120306-release.conda
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-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-24.6.0.dev2024120221-release.conda
+      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-24.6.0.dev2024120306-release.conda
       - conda: https://conda.anaconda.org/conda-forge/linux-64/multidict-6.1.0-py311h2dc5d0c_1.conda
-      - conda: https://conda.anaconda.org/conda-forge/linux-64/multiprocess-0.70.16-py311h9ecbd09_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhff2d567_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.22-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.22-pyh29332c3_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/pydantic-2.10.2-pyh3cfb1c2_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhff2d567_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/python-dotenv-1.0.1-pyhd8ed1ab_0.conda
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   license: LicenseRef-Modular-Proprietary
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   - httpx
   - numpy >=1.18,<2.0
+  - huggingface_hub
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   - opentelemetry-exporter-prometheus >=0.48b0
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   license: LicenseRef-Modular-Proprietary
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+  - huggingface_hub
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+  url: https://conda.modular.com/max-nightly/noarch/mblack-24.6.0.dev2024120306-release.conda
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+  md5: 8bb40dfabe84757d93d3053fdf4b0a58
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   - python_abi 3.11.* *_cp311
   license: BSD-3-Clause
   license_family: BSD
-  size: 347445
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   - python_abi 3.11.* *_cp311
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   - python_abi 3.11.* *_cp311
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+  build: pyhd8ed1ab_2
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   noarch: python
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-  md5: 8508b703977f4c4ada34d657d051972c
+  url: https://conda.anaconda.org/conda-forge/noarch/packaging-24.2-pyhd8ed1ab_2.conda
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+  md5: 3bfed7e6228ebf2f7b9eaa47f1b4e2aa
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   license: Apache-2.0
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   name: pycparser
   version: '2.22'
-  build: pyhd8ed1ab_0
+  build: pyh29332c3_1
+  build_number: 1
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   noarch: python
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+  url: https://conda.anaconda.org/conda-forge/noarch/pycparser-2.22-pyh29332c3_1.conda
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+  - python
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   version: 2.9.0.post0
-  build: pyhff2d567_0
+  build: pyhff2d567_1
+  build_number: 1
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   noarch: python
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-  md5: b6dfd90a2141e573e4b6a81630b56df5
+  url: https://conda.anaconda.org/conda-forge/noarch/python-dateutil-2.9.0.post0-pyhff2d567_1.conda
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+  md5: 5ba79d7c71f03c678c8ead841f347d6e
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   license: Apache-2.0
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-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
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-  md5: 5ede4753180c7a550a443c430dc8ab52
+  url: https://conda.anaconda.org/conda-forge/noarch/requests-2.32.3-pyhd8ed1ab_1.conda
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+  md5: a9b9368f3701a417eac9edbcae7cb737
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   - charset-normalizer >=2,<4
   - idna >=2.5,<4
-  - python >=3.8
+  - python >=3.9
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   license: Apache-2.0
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-  size: 58810
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   name: six
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-  build: pyh6c4a22f_0
+  build: pyhd8ed1ab_1
+  build_number: 1
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   noarch: python
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-  md5: e5f25f8dbc060e9a8d912e432202afc2
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+  md5: a516da6cfe1ec0a55e49737f017b4965
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+  - python >=3.9
   license: MIT
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-  md5: 6b55867f385dd762ed99ea687af32a69
+  url: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.3-pyhd8ed1ab_1.conda
+  sha256: 416e30a1c3262275f01a3e22e783118d9e9d2872a739a9ed860d06fa9c7593d5
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   - h2 >=4,<5
   - pysocks >=1.5.6,<2.0,!=1.5.7
-  - python >=3.8
+  - python >=3.9
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   license: MIT
   license_family: MIT
-  size: 98076
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 - kind: conda
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diff --git a/examples/notebooks/magic.lock b/examples/notebooks/magic.lock
index b3eba37aed..5d068575a5 100644
--- a/examples/notebooks/magic.lock
+++ b/examples/notebooks/magic.lock
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_1.conda
       - conda: https://conda.anaconda.org/conda-forge/noarch/asttokens-3.0.0-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-3.1.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-2.14.4-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/dill-0.3.8-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/dill-0.3.7-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
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+  - python >=3.12.0rc3,<3.13.0a0
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   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
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+  - dill >=0.3.6
+  - libgcc-ng >=12
+  - python >=3.12.0rc3,<3.13.0a0
   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
-  size: 340540
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-  - python >=3.12,<3.13.0a0 *_cpython
+  - dill >=0.3.6
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+  - python >=3.12.0rc3,<3.13.0a0
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   - python_abi 3.12.* *_cp312
   license: BSD-3-Clause
   license_family: BSD
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   name: packaging
   version: '24.2'
-  build: pyhff2d567_1
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+  build: pyhd8ed1ab_2
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   noarch: python
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   name: pycparser
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-  build: pyhd8ed1ab_0
+  build: pyh29332c3_1
+  build_number: 1
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   noarch: python
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+  - python >=3.9
+  - python
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   license_family: BSD
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+  size: 110100
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@@ -8701,6 +8708,7 @@ packages:
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   - python_abi 3.12.* *_cp312
   license: MIT
+  license_family: MIT
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   name: python-dateutil
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-  build: pyhff2d567_0
+  build: pyhff2d567_1
+  build_number: 1
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   noarch: python
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   license: Apache-2.0
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@@ -9002,18 +9010,18 @@ packages:
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   name: pytz
   version: '2024.2'
-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
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   noarch: python
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-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
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+  md5: a9b9368f3701a417eac9edbcae7cb737
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   - charset-normalizer >=2,<4
   - idna >=2.5,<4
-  - python >=3.8
+  - python >=3.9
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   license: Apache-2.0
-  license_family: APACHE
-  size: 58810
-  timestamp: 1717057174842
+  size: 58723
+  timestamp: 1733217126197
 - kind: conda
   name: rfc3339-validator
   version: 0.1.4
@@ -9574,18 +9582,19 @@ packages:
 - kind: conda
   name: six
   version: 1.16.0
-  build: pyh6c4a22f_0
+  build: pyhd8ed1ab_1
+  build_number: 1
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/six-1.16.0-pyh6c4a22f_0.tar.bz2
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-  md5: e5f25f8dbc060e9a8d912e432202afc2
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+  md5: a516da6cfe1ec0a55e49737f017b4965
   depends:
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+  - python >=3.9
   license: MIT
   license_family: MIT
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 - kind: conda
   name: snappy
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   name: urllib3
   version: 2.2.3
-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
+  build_number: 1
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   noarch: python
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-  md5: 6b55867f385dd762ed99ea687af32a69
+  url: https://conda.anaconda.org/conda-forge/noarch/urllib3-2.2.3-pyhd8ed1ab_1.conda
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+  md5: 4a2d8ef7c37b8808c5b9b750501fffce
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   - h2 >=4,<5
   - pysocks >=1.5.6,<2.0,!=1.5.7
-  - python >=3.8
+  - python >=3.9
   - zstandard >=0.18.0
   license: MIT
   license_family: MIT
-  size: 98076
-  timestamp: 1726496531769
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 - kind: conda
   name: uvicorn
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diff --git a/examples/operators/magic.lock b/examples/operators/magic.lock
index 326d51789b..cdc8aa7faf 100644
--- a/examples/operators/magic.lock
+++ b/examples/operators/magic.lock
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/asgiref-3.8.1-pyhd8ed1ab_1.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-3.1.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/datasets-2.14.4-pyhd8ed1ab_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.9.0-pyhff2d567_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/fsspec-2024.10.0-pyhff2d567_0.conda
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-      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_0.conda
+      - conda: https://conda.anaconda.org/conda-forge/noarch/idna-3.10-pyhd8ed1ab_1.conda
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-      - conda: https://conda.modular.com/max-nightly/noarch/mblack-24.6.0.dev2024120221-release.conda
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-      - conda: https://conda.modular.com/max-nightly/noarch/mojo-jupyter-24.6.0.dev2024120221-release.conda
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   version: 0.32.1
diff --git a/magic.lock b/magic.lock
index db809b41a1..818c254d76 100644
--- a/magic.lock
+++ b/magic.lock
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-  size: 26347
-  timestamp: 1711269034814
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+  build: pyhff2d567_1
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-  md5: b6dfd90a2141e573e4b6a81630b56df5
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   license: Apache-2.0
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-  build: pyhd8ed1ab_0
+  build: pyhd8ed1ab_1
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-  md5: 5ede4753180c7a550a443c430dc8ab52
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   license: Apache-2.0
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+  build: pyhd8ed1ab_1
+  build_number: 1
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   license: MIT
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+  build: pyhd8ed1ab_1
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   license: MIT
   license_family: MIT
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+  size: 98077
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