{tools}[gfbf/2024a] MLflow v2.22.4 by lexming · Pull Request #24951 · easybuilders/easybuild-easyconfigs

lexming · 2025-12-21T16:42:24Z

(created using eb --new-pr)

github-actions · 2025-12-21T16:42:52Z

Updated software `MLflow-2.22.4-gfbf-2024a.eb`

Diff against MLflow-2.18.0-gfbf-2023b.eb

easybuild/easyconfigs/m/MLflow/MLflow-2.18.0-gfbf-2023b.eb

diff --git a/easybuild/easyconfigs/m/MLflow/MLflow-2.18.0-gfbf-2023b.eb b/easybuild/easyconfigs/m/MLflow/MLflow-2.22.4-gfbf-2024a.eb
index 40a5ed9761..4ad4f563e7 100644
--- a/easybuild/easyconfigs/m/MLflow/MLflow-2.18.0-gfbf-2023b.eb
+++ b/easybuild/easyconfigs/m/MLflow/MLflow-2.22.4-gfbf-2024a.eb
@@ -1,106 +1,110 @@
 easyblock = 'PythonBundle'
 
 name = 'MLflow'
-version = '2.18.0'
+version = '2.22.4'
 
 homepage = 'https://mlflow.org'
 description = """MLflow is a platform to streamline machine learning development, including tracking experiments,
 packaging code into reproducible runs, and sharing and deploying models."""
 
-toolchain = {'name': 'gfbf', 'version': '2023b'}
+toolchain = {'name': 'gfbf', 'version': '2024a'}
 
-builddependencies = [
-    ('binutils', '2.40'),
-    ('hatchling', '1.18.0'),
-    ('poetry', '1.6.1'),
-]
 dependencies = [
-    ('Python', '3.11.5'),
-    ('Python-bundle-PyPI', '2023.10'),
-    ('GitPython', '3.1.42'),
-    ('SciPy-bundle', '2023.11'),
-    ('matplotlib', '3.8.2'),
-    ('scikit-learn', '1.4.0'),
-    ('PyYAML', '6.0.1'),
-    ('SQLAlchemy', '2.0.29'),
-    ('protobuf-python', '4.25.3'),
-    ('Flask', '3.0.0'),
-    ('Arrow', '16.1.0'),
-    ('Markdown', '3.6'),
-    ('Deprecated', '1.2.14'),
+    ('Python', '3.12.3'),
+    ('SciPy-bundle', '2024.05'),
+    ('Arrow', '17.0.0'),
+    ('Deprecated', '1.2.18'),
+    ('Flask', '3.0.3'),
+    ('GitPython', '3.1.43'),
+    ('googleapis-python', '2025.03'),
+    ('Markdown', '3.7'),
+    ('matplotlib', '3.9.2'),
+    ('protobuf-python', '5.28.0'),
+    ('pydantic', '2.9.1'),
+    ('PyYAML', '6.0.2'),
+    ('scikit-learn', '1.5.2'),
+    ('SQLAlchemy', '2.0.36'),
 ]
 
+exts_default_options = {
+    'source_tmpl': SOURCE_PY3_WHL,
+}
+
 exts_list = [
-    ('pyasn1-modules', '0.4.1', {
-        'source_tmpl': 'pyasn1_modules-%(version)s.tar.gz',
-        'checksums': ['c28e2dbf9c06ad61c71a075c7e0f9fd0f1b0bb2d2ad4377f240d33ac2ab60a7c'],
+    ('cachetools', '5.5.0', {
+        'checksums': ['02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292'],
     }),
-    ('rsa', '4.9', {
-        'checksums': ['e38464a49c6c85d7f1351b0126661487a7e0a14a50f1675ec50eb34d4f20ef21'],
+    ('docker', '7.1.0', {
+        'checksums': ['c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0'],
     }),
-    ('google-auth', '2.35.0', {
-        'modulename': 'google.auth',
-        'source_tmpl': 'google_auth-%(version)s.tar.gz',
-        'checksums': ['f4c64ed4e01e8e8b646ef34c018f8bf3338df0c8e37d8b3bba40e7f574a3278a'],
+    ('sniffio', '1.3.1', {
+        'checksums': ['2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2'],
     }),
-    ('sqlparse', '0.5.1', {
-        'checksums': ['bb6b4df465655ef332548e24f08e205afc81b9ab86cb1c45657a7ff173a3a00e'],
+    ('anyio', '4.9.0', {
+        'checksums': ['9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c'],
     }),
-    ('opentelemetry_semantic_conventions', '0.48b0', {
-        'modulename': False,
-        'source_tmpl': '%(name)s-%(version)s-py3-none-any.whl',
-        'checksums': ['a0de9f45c413a8669788a38569c7e0a11ce6ce97861a628cca785deecdc32a1f'],
+    ('starlette', '0.50.0', {
+        'checksums': ['9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca'],
     }),
-    ('opentelemetry_sdk', '1.27.0', {
-        'modulename': 'opentelemetry.sdk',
-        'source_tmpl': '%(name)s-%(version)s-py3-none-any.whl',
-        'checksums': ['365f5e32f920faf0fd9e14fdfd92c086e317eaa5f860edba9cdc17a380d9197d'],
+    ('annotated_doc', '0.0.4', {
+        'checksums': ['571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320'],
     }),
-    ('opentelemetry_api', '1.27.0', {
-        'modulename': 'opentelemetry',
-        'source_tmpl': '%(name)s-%(version)s-py3-none-any.whl',
-        'checksums': ['953d5871815e7c30c81b56d910c707588000fff7a3ca1c73e6531911d53065e7'],
+    ('fastapi', '0.126.0', {
+        'checksums': ['c9330b9731e3bd2caae0a00e76353f86adbf592c5a25649a1682f3a92aeaff41'],
     }),
-    ('databricks_sdk', '0.36.0', {
-        'modulename': 'databricks.sdk',
-        'checksums': ['d8c46348cbd3e0b56991a6b7a59d7a6e0437947f6387bef832e6fe092e2dd427'],
+    ('graphql_relay', '3.2.0', {
+        'checksums': ['c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5'],
     }),
-    ('cachetools', '5.5.0', {
-        'checksums': ['2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a'],
+    ('graphql_core', '3.2.7', {
+        'modulename': 'graphql',
+        'checksums': ['17fc8f3ca4a42913d8e24d9ac9f08deddf0a0b2483076575757f6c412ead2ec0'],
     }),
-    ('graphql-relay', '3.2.0', {
-        'checksums': ['1ff1c51298356e481a0be009ccdff249832ce53f30559c1338f22a0e0d17250c'],
+    ('graphene', '3.4.3', {
+        'source_tmpl': SOURCE_WHL,
+        'checksums': ['820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71'],
     }),
-    ('graphql_core', '3.2.5', {
-        'modulename': 'graphql',
-        'checksums': ['e671b90ed653c808715645e3998b7ab67d382d55467b7e2978549111bbabf8d5'],
+    ('gunicorn', '23.0.0', {
+        'checksums': ['ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d'],
     }),
-    ('graphene', '3.4.1', {
-        'checksums': ['828a8d7b1bce450566a72cc8733716c20f3acfc659960de73dd38f46dc302040'],
+    ('opentelemetry_semantic_conventions', '0.57b0', {
+        'modulename': False,
+        'checksums': ['757f7e76293294f124c827e514c2a3144f191ef175b069ce8d1211e1e38e9e78'],
     }),
-    ('alembic', '1.14.0', {
-        'checksums': ['b00892b53b3642d0b8dbedba234dbf1924b69be83a9a769d5a624b01094e304b'],
+    ('opentelemetry_sdk', '1.36.0', {
+        'modulename': 'opentelemetry.sdk',
+        'checksums': ['19fe048b42e98c5c1ffe85b569b7073576ad4ce0bcb6e9b4c6a39e890a6c45fb'],
     }),
-    ('docker', '7.1.0', {
-        'checksums': ['ad8c70e6e3f8926cb8a92619b832b4ea5299e2831c14284663184e200546fa6c'],
+    ('opentelemetry_api', '1.36.0', {
+        'modulename': 'opentelemetry',
+        'checksums': ['02f20bcacf666e1333b6b1f04e647dc1d5111f86b8e510238fcc56d7762cda8c'],
     }),
-    ('gunicorn', '23.0.0', {
-        'checksums': ['f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec'],
+    ('databricks_sdk', '0.72.0', {
+        'modulename': 'databricks.sdk',
+        'checksums': ['86f6a6c8ad5cc84a66d394f2151bfd326a207e11d83eb943cb8a447c762b905c'],
+    }),
+    ('sqlparse', '0.5.5', {
+        'checksums': ['12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba'],
+    }),
+    ('h11', '0.16.0', {
+        'checksums': ['63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86'],
+    }),
+    ('uvicorn', '0.38.0', {
+        'checksums': ['48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02'],
     }),
     ('mlflow_skinny', version, {
-        'modulename': False,
-        'checksums': ['87e83f56c362a520196b2f0292b24efdca7f8b2068a6a6941f2ec9feb9bfd914'],
+        'modulename': 'mlflow',
+        'checksums': ['3622115f53806d99fc42b0c2e45f225b16948584feeec7f233e484f08fe6c7f2'],
     }),
     ('mlflow', version, {
-        'checksums': ['90f0d04b02e35c0f2fccc88e892e37b84871cb4f766acd3ef904c1c30be63ee3'],
+        'checksums': ['c37b312060737cc9197c4a956c730fa6c292580787fe464efe736c339e87649a'],
     }),
 ]
 
 sanity_check_paths = {
-    'files': ['bin/%(namelower)s'],
-    'dirs': ['lib/python%(pyshortver)s/site-packages/%(namelower)s'],
+    'files': ['bin/fastapi', 'bin/gunicorn', 'bin/mlflow', 'bin/sqlformat', 'bin/uvicorn'],
+    'dirs': ['lib/python%(pyshortver)s/site-packages/mlflow'],
 }
 
-sanity_check_commands = ['%(namelower)s --help']
+sanity_check_commands = ['mlflow --help']
 
 moduleclass = 'tools'

Diff against MLflow-2.10.2-gfbf-2023a.eb

easybuild/easyconfigs/m/MLflow/MLflow-2.10.2-gfbf-2023a.eb

diff --git a/easybuild/easyconfigs/m/MLflow/MLflow-2.10.2-gfbf-2023a.eb b/easybuild/easyconfigs/m/MLflow/MLflow-2.22.4-gfbf-2024a.eb
index 9e602037b7..4ad4f563e7 100644
--- a/easybuild/easyconfigs/m/MLflow/MLflow-2.10.2-gfbf-2023a.eb
+++ b/easybuild/easyconfigs/m/MLflow/MLflow-2.22.4-gfbf-2024a.eb
@@ -1,60 +1,110 @@
 easyblock = 'PythonBundle'
 
 name = 'MLflow'
-version = '2.10.2'
+version = '2.22.4'
 
 homepage = 'https://mlflow.org'
 description = """MLflow is a platform to streamline machine learning development, including tracking experiments,
 packaging code into reproducible runs, and sharing and deploying models."""
 
-toolchain = {'name': 'gfbf', 'version': '2023a'}
+toolchain = {'name': 'gfbf', 'version': '2024a'}
 
-builddependencies = [
-    ('binutils', '2.40'),
-]
 dependencies = [
-    ('Python', '3.11.3'),
-    ('Python-bundle-PyPI', '2023.06'),
-    ('GitPython', '3.1.40'),
-    ('SciPy-bundle', '2023.07'),
-    ('matplotlib', '3.7.2'),
-    ('scikit-learn', '1.3.1'),
-    ('PyYAML', '6.0'),
-    ('SQLAlchemy', '2.0.25'),
-    ('protobuf-python', '4.24.0'),
-    ('Flask', '2.3.3'),
-    ('Arrow', '14.0.1'),
+    ('Python', '3.12.3'),
+    ('SciPy-bundle', '2024.05'),
+    ('Arrow', '17.0.0'),
+    ('Deprecated', '1.2.18'),
+    ('Flask', '3.0.3'),
+    ('GitPython', '3.1.43'),
+    ('googleapis-python', '2025.03'),
+    ('Markdown', '3.7'),
+    ('matplotlib', '3.9.2'),
+    ('protobuf-python', '5.28.0'),
+    ('pydantic', '2.9.1'),
+    ('PyYAML', '6.0.2'),
+    ('scikit-learn', '1.5.2'),
+    ('SQLAlchemy', '2.0.36'),
 ]
 
+exts_default_options = {
+    'source_tmpl': SOURCE_PY3_WHL,
+}
+
 exts_list = [
-    ('docker', '7.0.0', {
-        'checksums': ['323736fb92cd9418fc5e7133bc953e11a9da04f4483f828b527db553f1e7e5a3'],
+    ('cachetools', '5.5.0', {
+        'checksums': ['02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292'],
+    }),
+    ('docker', '7.1.0', {
+        'checksums': ['c96b93b7f0a746f9e77d325bcfb87422a3d8bd4f03136ae8a85b37f1898d5fc0'],
+    }),
+    ('sniffio', '1.3.1', {
+        'checksums': ['2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2'],
+    }),
+    ('anyio', '4.9.0', {
+        'checksums': ['9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c'],
+    }),
+    ('starlette', '0.50.0', {
+        'checksums': ['9e5391843ec9b6e472eed1365a78c8098cfceb7a74bfd4d6b1c0c0095efb3bca'],
+    }),
+    ('annotated_doc', '0.0.4', {
+        'checksums': ['571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320'],
+    }),
+    ('fastapi', '0.126.0', {
+        'checksums': ['c9330b9731e3bd2caae0a00e76353f86adbf592c5a25649a1682f3a92aeaff41'],
+    }),
+    ('graphql_relay', '3.2.0', {
+        'checksums': ['c9b22bd28b170ba1fe674c74384a8ff30a76c8e26f88ac3aa1584dd3179953e5'],
+    }),
+    ('graphql_core', '3.2.7', {
+        'modulename': 'graphql',
+        'checksums': ['17fc8f3ca4a42913d8e24d9ac9f08deddf0a0b2483076575757f6c412ead2ec0'],
+    }),
+    ('graphene', '3.4.3', {
+        'source_tmpl': SOURCE_WHL,
+        'checksums': ['820db6289754c181007a150db1f7fff544b94142b556d12e3ebc777a7bf36c71'],
+    }),
+    ('gunicorn', '23.0.0', {
+        'checksums': ['ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d'],
+    }),
+    ('opentelemetry_semantic_conventions', '0.57b0', {
+        'modulename': False,
+        'checksums': ['757f7e76293294f124c827e514c2a3144f191ef175b069ce8d1211e1e38e9e78'],
+    }),
+    ('opentelemetry_sdk', '1.36.0', {
+        'modulename': 'opentelemetry.sdk',
+        'checksums': ['19fe048b42e98c5c1ffe85b569b7073576ad4ce0bcb6e9b4c6a39e890a6c45fb'],
+    }),
+    ('opentelemetry_api', '1.36.0', {
+        'modulename': 'opentelemetry',
+        'checksums': ['02f20bcacf666e1333b6b1f04e647dc1d5111f86b8e510238fcc56d7762cda8c'],
     }),
-    ('entrypoints', '0.4', {
-        'checksums': ['b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4'],
+    ('databricks_sdk', '0.72.0', {
+        'modulename': 'databricks.sdk',
+        'checksums': ['86f6a6c8ad5cc84a66d394f2151bfd326a207e11d83eb943cb8a447c762b905c'],
     }),
-    ('gunicorn', '21.2.0', {
-        'checksums': ['88ec8bff1d634f98e61b9f65bc4bf3cd918a90806c6f5c48bc5603849ec81033'],
+    ('sqlparse', '0.5.5', {
+        'checksums': ['12a08b3bf3eec877c519589833aed092e2444e68240a3577e8e26148acc7b1ba'],
     }),
-    ('Markdown', '3.5.2', {
-        'checksums': ['e1ac7b3dc550ee80e602e71c1d168002f062e49f1b11e26a36264dafd4df2ef8'],
+    ('h11', '0.16.0', {
+        'checksums': ['63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86'],
     }),
-    ('querystring_parser', '1.2.4', {
-        'checksums': ['644fce1cffe0530453b43a83a38094dbe422ccba8c9b2f2a1c00280e14ca8a62'],
+    ('uvicorn', '0.38.0', {
+        'checksums': ['48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02'],
     }),
-    ('sqlparse', '0.4.4', {
-        'checksums': ['d446183e84b8349fa3061f0fe7f06ca94ba65b426946ffebe6e3e8295332420c'],
+    ('mlflow_skinny', version, {
+        'modulename': 'mlflow',
+        'checksums': ['3622115f53806d99fc42b0c2e45f225b16948584feeec7f233e484f08fe6c7f2'],
     }),
     ('mlflow', version, {
-        'checksums': ['3ddf32ba2c01dac79e4d077d4bb9ed46d82a082dc99223207d562c7ee6bee671'],
+        'checksums': ['c37b312060737cc9197c4a956c730fa6c292580787fe464efe736c339e87649a'],
     }),
 ]
 
 sanity_check_paths = {
-    'files': ['bin/%(namelower)s'],
-    'dirs': ['lib/python%(pyshortver)s/site-packages/%(namelower)s'],
+    'files': ['bin/fastapi', 'bin/gunicorn', 'bin/mlflow', 'bin/sqlformat', 'bin/uvicorn'],
+    'dirs': ['lib/python%(pyshortver)s/site-packages/mlflow'],
 }
 
-sanity_check_commands = ['%(namelower)s --help']
+sanity_check_commands = ['mlflow --help']
 
 moduleclass = 'tools'

lexming · 2025-12-21T17:41:42Z

@boegelbot please test @ jsc-zen3

boegelbot · 2025-12-21T17:50:12Z

@lexming: Request for testing this PR well received on jsczen3l1.int.jsc-zen3.fz-juelich.de

PR test command 'if [[ develop != 'develop' ]]; then EB_BRANCH=develop ./easybuild_develop.sh 2> /dev/null 1>&2; EB_PREFIX=/home/boegelbot/easybuild/develop source init_env_easybuild_develop.sh; fi; EB_PR=24951 EB_ARGS= EB_CONTAINER= EB_REPO=easybuild-easyconfigs EB_BRANCH=develop /opt/software/slurm/bin/sbatch --job-name test_PR_24951 --ntasks=8 ~/boegelbot/eb_from_pr_upload_jsc-zen3.sh' executed!

exit code: 0
output:

Submitted batch job 9274

Test results coming soon (I hope)...

Details

- notification for comment with ID 3679167689 processed

Message to humans: this is just bookkeeping information for me,
it is of no use to you (unless you think I have a bug, which I don't).

boegelbot · 2025-12-21T17:57:11Z

Test report by @boegelbot
SUCCESS
Build succeeded for 1 out of 1 (total: 6 mins 29 secs) (1 easyconfigs in total)
jsczen3c1.int.jsc-zen3.fz-juelich.de - Linux Rocky Linux 9.7, x86_64, AMD EPYC-Milan Processor (zen3), Python 3.9.23
See https://gist.github.com/boegelbot/c92abbbee9250668201decc8c6f08359 for a full test report.

ocaisa · 2026-01-13T14:58:38Z

Test report by @ocaisa
SUCCESS
Build succeeded for 1 out of 1 (total: 1 min 48 secs) (1 easyconfigs in total)
aoc-laptop - Linux Ubuntu 24.04.3 LTS (Noble Numbat), AArch64, UNKNOWN, Python 3.13.4
See https://gist.github.com/ocaisa/cbf837d8c6274d3469b4d7526a5d596e for a full test report.

ocaisa

LGTM

adding easyconfigs: MLflow-2.22.4-gfbf-2024a.eb

4433f45

lexming added the update label Dec 21, 2025

github-actions bot added the 2024a issues & PRs related to 2024a common toolchains label Dec 21, 2025

lexming mentioned this pull request Dec 21, 2025

{geo}[foss/2024a] Anemoi-Framework v2025.06 #24955

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5 tasks

JarneRenders mentioned this pull request Dec 24, 2025

{base,vis}[foss/2024a] mfai v5.1.1, MONAI v1.4.0 w/ CUDA 12.6.0 #24977

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8 tasks

ocaisa approved these changes Jan 13, 2026

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ocaisa merged commit 0f50e96 into easybuilders:develop Jan 13, 2026
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lexming deleted the 20251221174220_new_pr_MLflow2224 branch January 13, 2026 15:18

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{tools}[gfbf/2024a] MLflow v2.22.4#24951

{tools}[gfbf/2024a] MLflow v2.22.4#24951
ocaisa merged 1 commit intoeasybuilders:developfrom
lexming:20251221174220_new_pr_MLflow2224

lexming commented Dec 21, 2025

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lexming commented Dec 21, 2025

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lexming commented Dec 21, 2025

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github-actions bot commented Dec 21, 2025

Updated software MLflow-2.22.4-gfbf-2024a.eb

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lexming commented Dec 21, 2025

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Updated software `MLflow-2.22.4-gfbf-2024a.eb`