api-change:application-autoscaling: Application Auto Scaling is now more responsive to the changes in demand of your SageMaker Inference endpoints. To get started, create or update a Target Tracking policy based on High Resolution CloudWatch metrics.
api-change:application-signals: CloudWatch Application Signals now supports application logs correlation with traces and operational health metrics of applications running on EC2 instances. Users can view the most relevant telemetry to troubleshoot application health anomalies such as spikes in latency, errors, and availability.
api-change:codecommit: CreateRepository API now throws OperationNotAllowedException when the account has been restricted from creating a repository.
api-change:datazone: Introduces GetEnvironmentCredentials operation to SDK
api-change:ec2: EC2 Fleet now supports using custom identifiers to reference Amazon Machine Images (AMI) in launch requests that are configured to choose from a diversified list of instance types.
api-change:ecr: API and documentation updates for Amazon ECR, adding support for creating, updating, describing and deleting ECR Repository Creation Template.
api-change:eks: This release adds support for EKS cluster to manage extended support.
api-change:elbv2: This release adds support for sharing trust stores across accounts and organizations through integration with AWS Resource Access Manager.
api-change:network-firewall: You can now log events that are related to TLS inspection, in addition to the existing alert and flow logging.
api-change:outposts: Adding default vCPU information to GetOutpostSupportedInstanceTypes and GetOutpostInstanceTypes responses
api-change:stepfunctions: This release adds support to customer managed KMS key encryption in AWS Step Functions.
1.34.148
api-change:cleanrooms: Three enhancements to the AWS Clean Rooms: Disallowed Output Columns, Flexible Result Receivers, SQL as a Seed
api-change:dynamodb: DynamoDB doc only update for July
api-change:iotsitewise: Adds support for creating SiteWise Edge gateways that run on a Siemens Industrial Edge Device.
api-change:mediapackagev2: This release adds support for Irdeto DRM encryption in DASH manifests.
api-change:medical-imaging: CopyImageSet API adds copying selected instances between image sets, and overriding inconsistent metadata with a force parameter. UpdateImageSetMetadata API enables reverting to prior versions; updates to Study, Series, and SOP Instance UIDs; and updates to private elements, with a force parameter.
api-change:pinpoint-sms-voice-v2: Update for rebrand to AWS End User Messaging SMS and Voice.
1.34.147
api-change:appsync: Adding support for paginators in AppSync list APIs
api-change:cleanrooms: This release adds AWS Entity Resolution integration to associate ID namespaces & ID mapping workflow resources as part of ID namespace association and ID mapping table in AWS Clean Rooms. It also introduces a new ID_MAPPING_TABLE analysis rule to manage the protection on ID mapping table.
api-change:cleanroomsml: Adds SQL query as the source of seed audience for audience generation job.
api-change:connect: Added PostContactSummary segment type on ListRealTimeContactAnalysisSegmentsV2 API
api-change:connect-contact-lens: Added PostContactSummary segment type on ListRealTimeContactAnalysisSegments API
api-change:datazone: This release removes the deprecated dataProductItem field from Search API output.
api-change:entityresolution: Support First Party ID Mapping
1.34.146
api-change:datazone: This release adds 1/ support of register S3 locations of assets in AWS Lake Formation hybrid access mode for DefaultDataLake blueprint. 2/ support of CRUD operations for Asset Filters.
api-change:ivs: Documentation update for IVS Low Latency API Reference.
api-change:mobile: The mobile client has been removed following the deprecation of the service.
api-change:neptune-graph: Amazon Neptune Analytics provides new options for customers to start with smaller graphs at a lower cost. CreateGraph, CreaateGraphImportTask, UpdateGraph and StartImportTask APIs will now allow 32 and 64 for provisioned-memory
api-change:redshift-serverless: Adds dualstack support for Redshift Serverless workgroup.
We anticipate that this will be the last release of JAX and jaxlib
supporting a monolithic CUDA jaxlib. Future releases will use the CUDA
plugin jaxlib (e.g. pip install jax[cuda12]).
JAX now requires ml_dtypes version 0.4.0 or newer.
Removed backwards-compatibility support for old usage of the
jax.experimental.export API. It is not possible anymore to use
from jax.experimental.export import export, and instead you should use
from jax.experimental import export.
The removed functionality has been deprecated since 0.4.24.
Deprecations
jax.sharding.XLACompatibleSharding is deprecated. Please use
jax.sharding.Sharding.
jax.experimental.Exported.in_shardings has been renamed as
jax.experimental.Exported.in_shardings_hlo. Same for out_shardings.
The old names will be removed after 3 months.
Removed a number of previously-deprecated APIs:
from {mod}jax.core: non_negative_dim, DimSize, Shape
from {mod}jax.lax: tie_in
from {mod}jax.nn: normalize
from {mod}jax.interpreters.xla: backend_specific_translations,
translations, register_translation, xla_destructure,
TranslationRule, TranslationContext, XlaOp.
The tol argument of {func}jax.numpy.linalg.matrix_rank is being
deprecated and will soon be removed. Use rtol instead.
The rcond argument of {func}jax.numpy.linalg.pinv is being
deprecated and will soon be removed. Use rtol instead.
The deprecated jax.config submodule has been removed. To configure JAX
use import jax and then reference the config object via jax.config.
{mod}jax.random APIs no longer accept batched keys, where previously
some did unintentionally. Going forward, we recommend explicit use of
{func}jax.vmap in such cases.
New Functionality
Added {func}jax.experimental.Exported.in_shardings_jax to construct
shardings that can be used with the JAX APIs from the HloShardings
that are stored in the Exported objects.
Jaxlib release v0.4.29
Bug fixes
Fixed a bug where XLA sharded some concatenation operations incorrectly,
which manifested as an incorrect output for cumulative reductions (#21403).
JAX supports ml_dtypes >= 0.2. In 0.4.29 release, the ml_dtypes version was
bumped to 0.4.0 but this has been rolled back in this release to give users
of both TensorFlow and JAX more time to migrate to a newer TensorFlow
release.
jax.experimental.mesh_utils can now create an efficient mesh for TPU v5e.
jax now depends on jaxlib directly. This change was enabled by the CUDA
plugin switch: there are no longer multiple jaxlib variants. You can install
a CPU-only jax with pip install jax, no extras required.
Added an API for exporting and serializing JAX functions. This used
to exist in jax.experimental.export (which is being deprecated),
and will now live in jax.export.
See the documentation.
Deprecations
Internal pretty-printing tools jax.core.pp_* are deprecated, and will be removed
in a future release.
Hashing of tracers is deprecated, and will lead to a TypeError in a future JAX
release. This previously was the case, but there was an inadvertent regression in
the last several JAX releases.
jax.experimental.export is deprecated. Use {mod}jax.export instead.
See the migration guide.
Passing an array in place of a dtype is now deprecated in most cases; e.g. for arrays
x and y, x.astype(y) will raise a warning. To silence it use x.astype(y.dtype).
jax.xla_computation is deprecated and will be removed in a future release.
Please use the AOT APIs to get the same functionality as jax.xla_computation.
jax.xla_computation(fn)(*args, **kwargs) can be replaced with
jax.jit(fn).lower(*args, **kwargs).compiler_ir('hlo').
You can also use .out_info property of jax.stages.Lowered to get the
output information (like tree structure, shape and dtype).
For cross-backend lowering, you can replace
jax.xla_computation(fn, backend='tpu')(*args, **kwargs) with
jax.jit(fn).trace(*args, **kwargs).lower(lowering_platforms=('tpu',)).compiler_ir('hlo').
jaxlib 0.4.30 (June 18, 2024)
Support for monolithic CUDA jaxlibs has been dropped. You must use the
plugin-based installation (pip install jax[cuda12] or
pip install jax[cuda12_local]).
jax 0.4.29 (June 10, 2024)
Changes
We anticipate that this will be the last release of JAX and jaxlib
supporting a monolithic CUDA jaxlib. Future releases will use the CUDA
plugin jaxlib (e.g. pip install jax[cuda12]).
JAX now requires ml_dtypes version 0.4.0 or newer.
... (truncated)
Commits
f4158ac Merge pull request #21949 from hawkinsp:winwheel
b0b0268 Add --allow-downgrade to Windows wheel builds.
5d35c99 Merge pull request #21945 from hawkinsp:release
jax.tree.map(f, None, non-None) now emits a DeprecationWarning, and will
raise an error in a future version of jax. None is only a tree-prefix of
itself. To preserve the current behavior, you can ask jax.tree.map to
treat None as a leaf value by writing:
jax.tree.map(lambda x, y: None if x is None else f(x, y), a, b, is_leaf=lambda x: x is None).
JAX supports ml_dtypes >= 0.2. In 0.4.29 release, the ml_dtypes version was
bumped to 0.4.0 but this has been rolled back in this release to give users
of both TensorFlow and JAX more time to migrate to a newer TensorFlow
release.
jax.experimental.mesh_utils can now create an efficient mesh for TPU v5e.
jax now depends on jaxlib directly. This change was enabled by the CUDA
plugin switch: there are no longer multiple jaxlib variants. You can install
a CPU-only jax with pip install jax, no extras required.
Added an API for exporting and serializing JAX functions. This used
to exist in jax.experimental.export (which is being deprecated),
and will now live in jax.export.
See the documentation.
Deprecations
Internal pretty-printing tools jax.core.pp_* are deprecated, and will be removed
in a future release.
Hashing of tracers is deprecated, and will lead to a TypeError in a future JAX
release. This previously was the case, but there was an inadvertent regression in
the last several JAX releases.
jax.experimental.export is deprecated. Use {mod}jax.export instead.
See the migration guide.
Passing an array in place of a dtype is now deprecated in most cases; e.g. for arrays
x and y, x.astype(y) will raise a warning. To silence it use x.astype(y.dtype).
jax.xla_computation is deprecated and will be removed in a future release.
Please use the AOT APIs to get the same functionality as jax.xla_computation.
jax.xla_computation(fn)(*args, **kwargs) can be replaced with
jax.jit(fn).lower(*args, **kwargs).compiler_ir('hlo').
You can also use .out_info property of jax.stages.Lowered to get the
output information (like tree structure, shape and dtype).
For cross-backend lowering, you can replace
jax.xla_computation(fn, backend='tpu')(*args, **kwargs) with
jax.jit(fn).trace(*args, **kwargs).lower(lowering_platforms=('tpu',)).compiler_ir('hlo').
jaxlib 0.4.30 (June 18, 2024)
Support for monolithic CUDA jaxlibs has been dropped. You must use the
plugin-based installation (pip install jax[cuda12] or
pip install jax[cuda12_local]).
jax 0.4.29 (June 10, 2024)
Changes
We anticipate that this will be the last release of JAX and jaxlib
supporting a monolithic CUDA jaxlib. Future releases will use the CUDA
plugin jaxlib (e.g. pip install jax[cuda12]).
JAX now requires ml_dtypes version 0.4.0 or newer.
... (truncated)
Commits
f4158ac Merge pull request #21949 from hawkinsp:winwheel
b0b0268 Add --allow-downgrade to Windows wheel builds.
5d35c99 Merge pull request #21945 from hawkinsp:release
NumPy 2.0.1 is a maintenance release that fixes bugs and regressions
discovered after the 2.0.0 release. NumPy 2.0.1 is the last planned
release in the 2.0.x series, 2.1.0rc1 should be out shortly.
The Python versions supported by this release are 3.9-3.12.
NOTE: Do not use the GitHub generated "Source code" files listed in the "Assets", they are garbage.
Improvements
np.quantile with method closest_observation chooses nearest even order statistic
This changes the definition of nearest for border cases from the nearest
odd order statistic to nearest even order statistic. The numpy
implementation now matches other reference implementations.
Updates the requirements on botocore, awscli, boto3, amazon-braket-default-simulator, amazon-braket-pennylane-plugin, amazon-braket-sdk, amazon-braket-algorithm-library, cvxpy, ipykernel, jax, jaxlib, matplotlib, numpy, optax, pennylane, pennylane-lightning, qiskit-aer, scipy, scs and sympy to permit the latest version. Updates
botocorefrom 1.34.113 to 1.34.149Changelog
Sourced from botocore's changelog.
... (truncated)
Commits
5787972Merge branch 'release-1.34.149'fa33626Bumping version to 1.34.1492581782Update to latest models596ec6dMerge branch 'release-1.34.148'a08f843Merge branch 'release-1.34.148' into develop0bfddb9Bumping version to 1.34.148af496bfUpdate endpoints modelc50630cUpdate to latest modelsf7a8f7cMerge branch 'release-1.34.147'7f05bdfMerge branch 'release-1.34.147' into developUpdates
awsclifrom 1.32.113 to 1.33.31Commits
5ce0125Merge branch 'release-1.33.31'b31a3feBumping version to 1.33.3110400cfUpdate changelog based on model updatese07ba89Merge branch 'release-1.33.30'2ec4243Merge branch 'release-1.33.30' into develop32055ffBumping version to 1.33.306ade279Update changelog based on model updatesa506930Merge branch 'release-1.33.29'270416fMerge branch 'release-1.33.29' into developd92c6e6Bumping version to 1.33.29Updates
boto3from 1.34.113 to 1.34.149Commits
9dc3e48Merge branch 'release-1.34.149'2448ec2Bumping version to 1.34.1492a65fa9Add changelog entries from botocore4c0c448Merge branch 'release-1.34.148'8884183Merge branch 'release-1.34.148' into developa4c65c8Bumping version to 1.34.14880606abAdd changelog entries from botocorecf616c3Merge branch 'release-1.34.147'a496f69Merge branch 'release-1.34.147' into develop24baa35Bumping version to 1.34.147Updates
amazon-braket-default-simulatorfrom 1.23.2 to 1.26.0Release notes
Sourced from amazon-braket-default-simulator's releases.
Changelog
Sourced from amazon-braket-default-simulator's changelog.
Commits
7b52b78prepare release v1.26.0e93e551feat: Introducerun_multiplemethod (#264)dc68323change: Ignorequbit_countparameter for JAQCD (#269)3378eaaupdate development version to v1.25.1.dev0bc5df7bprepare release v1.25.0d663479fix: Include measured in noncontiguous qubit map (#267)c9730d2feat: Track classical register indices for measurements (#266)7e717a2update development version to v1.24.2.dev03f17237prepare release v1.24.11454fb9fix: Use csr_matrix.getH() instead of H (#268)Updates
amazon-braket-pennylane-pluginfrom 1.27.3 to 1.28.0Release notes
Sourced from amazon-braket-pennylane-plugin's releases.
Changelog
Sourced from amazon-braket-pennylane-plugin's changelog.
Commits
9c9e27eprepare release v1.28.0388dd74test: Delete OQC integ test (#272)1377abdfeat: Supportbatch_executeforBraketLocalQubitDevice(#269)dfff7a6update development version to v1.27.7.dev0eabf16dprepare release v1.27.60d5c883infra: add pr_title_check workflow (#265)d7c232fSupportqml.countsfor circuits (#267)7b9f700update development version to v1.27.6.dev02e8e130prepare release v1.27.5ad9237cchange: ReplaceFreeParameter("b")withFreeParameter("d")in unittests (...Updates
amazon-braket-sdkfrom 1.80.0 to 1.83.0Release notes
Sourced from amazon-braket-sdk's releases.
Changelog
Sourced from amazon-braket-sdk's changelog.
Commits
1e4a76fprepare release v1.83.0686aaf8deprecation: Remove OQC (#1014)dabcb5efeat: Userun_multiplefor local batches (#1005)9f6adcfdoc: update PR title instructions (#994)fb307e3infra: bump thehanimo/pr-title-checker from 1.4.1 to 1.4.2 (#1010)96b4200infra: bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 (#1012)24d4d5finfra: bump actions/checkout from 4.1.1 to 4.1.5 (#967)12d0d67infra: bump actions/setup-python from 5.0.0 to 5.1.0 (#931)239fc81update development version to v1.82.1.dev06cd842eprepare release v1.82.0Updates
amazon-braket-algorithm-libraryfrom 1.4.11 to 1.4.13Release notes
Sourced from amazon-braket-algorithm-library's releases.
Changelog
Sourced from amazon-braket-algorithm-library's changelog.
Commits
5532cd6prepare release v1.4.130764915fix: Pin sympy<1.13 (#149)84fe52bupdate development version to v1.4.13.dev025fcd2cprepare release v1.4.12fc321d8Remove oqc (#148)75af0cfupdate development version to v1.4.12.dev0Updates
cvxpyfrom 1.5.1 to 1.5.2Release notes
Sourced from cvxpy's releases.
Commits
7d24ec6Releases 1.5.2f14e0bdPatch 1.5.2 (#2480)93084f0Preps for 1.5.2Updates
ipykernelfrom 6.29.4 to 6.29.5Release notes
Sourced from ipykernel's releases.
Changelog
Sourced from ipykernel's changelog.
Commits
b1283b1Publish 6.29.51e62d48[6.x] Update Release Scripts (#1251)22d4e58Fix use of "%matplotlib osx" (#1237)Updates
jaxfrom 0.4.28 to 0.4.30Release notes
Sourced from jax's releases.
... (truncated)
Changelog
Sourced from jax's changelog.
... (truncated)
Commits
f4158acMerge pull request #21949 from hawkinsp:winwheelb0b0268Add --allow-downgrade to Windows wheel builds.5d35c99Merge pull request #21945 from hawkinsp:released7bc6b4Update XLA dependency to use revision3f4f79cPrepare for 0.4.30 release.dfcfb36Pallas GPU no longer falls back to lax.pow for integer powers5bfd6afRemoved unnecessary skip in pallas_test.py::SoftmaxTest3fd9326[jax] Enable api_test with XLA:CPU thunksed4958c[XLA:Mosaic] Add internal scratch VMEM701c63e[Pallas/TPU] Add API for megacore partitioning of pipelinesUpdates
jaxlibfrom 0.4.28 to 0.4.30Release notes
Sourced from jaxlib's releases.
Changelog
Sourced from jaxlib's changelog.
... (truncated)
Commits
f4158acMerge pull request #21949 from hawkinsp:winwheelb0b0268Add --allow-downgrade to Windows wheel builds.5d35c99Merge pull request #21945 from hawkinsp:released7bc6b4Update XLA dependency to use revision3f4f79cPrepare for 0.4.30 release.dfcfb36Pallas GPU no longer falls back to lax.pow for integer powers5bfd6afRemoved unnecessary skip in pallas_test.py::SoftmaxTest3fd9326[jax] Enable api_test with XLA:CPU thunksed4958c[XLA:Mosaic] Add internal scratch VMEM701c63e[Pallas/TPU] Add API for megacore partitioning of pipelinesUpdates
matplotlibfrom 3.9.0 to 3.9.1Release notes
Sourced from matplotlib's releases.
Commits
44be14cREL: 3.9.15325425DOC: Create release notes for 3.9.1568a039Merge pull request #28507 from meeseeksmachine/auto-backport-of-pr-28430-on-v...7fa9f24Merge pull request #28506 from meeseeksmachine/auto-backport-of-pr-28451-on-v...06189c2Backport PR #28430: Fix pickling of AxesWidgets.c43313aBackport PR #28451: Fix GTK cairo backends560fdc4Merge pull request #28499 from meeseeksmachine/auto-backport-of-pr-28498-on-v...5552302Backport PR #28498: Don't fail if we can't query system fonts on macOSf76bba4Merge pull request #28491 from meeseeksmachine/auto-backport-of-pr-28487-on-v...8ccd2eeMerge pull request #28490 from meeseeksmachine/auto-backport-of-pr-28486-on-v...Updates
numpyfrom 1.26.4 to 2.0.1Release notes
Sourced from numpy's releases.
... (truncated)
Commits
4c9f431Merge pull request #27000 from charris/prepare-2.0.10e70e00REL: Prepare for the NumPy 2.0.1 release [wheel build]4d10ffcMerge pull request #26995 from charris/backport-26985764b667BUG: Add object cast to avoid warning with limited API9be6ad6Merge pull request #26971 from charris/backport-269356d950e9BUG: fix f2py tests to work with v2 API89630c0Merge pull request #26962 from charris/backport-2691988fa840TST: Apply test suggestion by Nathan for rlstrip fixesa9da01eBUG,MAINT: Fix utf-8 character stripping memory access6afbbf8Merge pull request #26963 from charris/backport-26930Updates
optaxfrom 0.2.2 to 0.2.3Release notes
Sourced from optax's releases.
Looks like these dependencies are updatable in another way, so this is no longer needed.