Workbench Bridges — DEPRECATED

⚠️ This package is deprecated and no longer maintained.

All functionality has been merged into the main Workbench package. New code should depend on workbench directly. Existing deployments will continue to work — this PyPI release is frozen, not removed.

Migration

`workbench_bridges` import	`workbench` replacement
`from workbench_bridges.endpoints.fast_inference import fast_inference`	`from workbench.endpoints.fast_inference import fast_inference`
`from workbench_bridges.endpoints.async_inference import async_inference`	`from workbench.endpoints.async_inference import async_inference`
`from workbench_bridges.api import ParameterStore`	`from workbench.endpoints.parameter_store import ParameterStore`
`from workbench_bridges.api import DFStore`	`from workbench.endpoints.df_store import DFStore`
`from workbench_bridges.api import InferenceStore`	`from workbench.api import InferenceStore`
`from workbench_bridges.api import PublicData`	`from workbench.api import PublicData`
`from workbench_bridges.utils.execution_environment import running_as_service`	`from workbench.utils.execution_environment import running_as_service`
`from workbench_bridges.aws.sagemaker_session import get_boto3_session`	`from workbench.core.cloud_platform.aws.boto_session import get_boto3_session`

Lambda / model-script code that previously installed workbench-bridges for its lightweight AWS surface should now pip install workbench — the core install is endpoint-safe (boto3 / pandas / sklearn / scipy / rdkit) with heavy orchestration deps moved to optional extras (workbench[aws], workbench[modeling], workbench[ui]).

The workbench.endpoints.* namespace is the contract for code running inside SageMaker endpoint containers — see Workbench's scripts/endpoint_import_smoke.py for the enforced surface.

Historical context

This package originally existed to give end-user applications a small, fast-installing way to invoke deployed Workbench endpoints and read/write AWS Parameter Store, DataFrame Store, etc., without pulling in Workbench's full orchestration dependencies. The Workbench package now provides that same lightweight surface via workbench.endpoints.* and its restructured optional-extras layout, so a separate bridges package is no longer needed.

Release files for workbench-bridges 0.2.11

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for workbench-bridges 0.2.11
File	Size	Uploaded
workbench_bridges-0.2.11.tar.gz	48.9 kB	May 22, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for workbench-bridges 0.2.11
File	Interpreter	ABI	Platform	Reset
workbench_bridges-0.2.11-py3-none-any.whl 39.8 kB May 22, 2026	Python 3	none	any	Details

Total release size: 88.8 kB

Release files / workbench_bridges-0.2.11.tar.gz

Download URL	workbench_bridges-0.2.11.tar.gz
Size	48.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`51c2e107e4e8031233453b42b36cf3ef6f0b829e14c8ce1572d860241669991f`
BLAKE2b-256 checksum How to use checksums	`8bda2806ad2ecdba5bc3a7cff872b0d9626fae54ca4316e730f484090d75cbe2`
Upload date	May 22, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SuperCowPowers/workbench-bridges
Publishing commit: github.com/SuperCowPowers/workbench-bridges/tree/57ef492db0fa88b7ed1ceac5757f98e9e3dc9e5f

Workflow

Publishing configuration: github.com/SuperCowPowers/workbench-bridges/blob/57ef492db0fa88b7ed1ceac5757f98e9e3dc9e5f/.github/workflows/publish.yml
Publishing logs: github.com/SuperCowPowers/workbench-bridges/actions/runs/26295338081/attempts/1

Artifact

Subject: workbench_bridges-0.2.11.tar.gz
SHA-256 checksum: 51c2e107e4e8031233453b42b36cf3ef6f0b829e14c8ce1572d860241669991f Verifying attestations

Release files / workbench_bridges-0.2.11-py3-none-any.whl

Download URL	workbench_bridges-0.2.11-py3-none-any.whl
Size	39.8 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`1d54d87a00dbd616900f017552a9aa2ae36b275fc386e9a966bfe79480f042ef`
BLAKE2b-256 checksum How to use checksums	`e6ee5c2ee2338923cfd8a14bd017ba2a30abec19833117973fdbbd835b237b80`
Upload date	May 22, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/SuperCowPowers/workbench-bridges
Publishing commit: github.com/SuperCowPowers/workbench-bridges/tree/57ef492db0fa88b7ed1ceac5757f98e9e3dc9e5f

Workflow

Publishing configuration: github.com/SuperCowPowers/workbench-bridges/blob/57ef492db0fa88b7ed1ceac5757f98e9e3dc9e5f/.github/workflows/publish.yml
Publishing logs: github.com/SuperCowPowers/workbench-bridges/actions/runs/26295338081/attempts/1

Artifact

Subject: workbench_bridges-0.2.11-py3-none-any.whl
SHA-256 checksum: 1d54d87a00dbd616900f017552a9aa2ae36b275fc386e9a966bfe79480f042ef Verifying attestations