diff --git a/.github/workflows/ossf_scorecard.yml b/.github/workflows/ossf_scorecard.yml
index f8fcd18b0b2..660d32dcc74 100644
--- a/.github/workflows/ossf_scorecard.yml
+++ b/.github/workflows/ossf_scorecard.yml
@@ -27,7 +27,7 @@ jobs:
persist-credentials: false
- name: "Run analysis"
- uses: ossf/scorecard-action@f49aabe0b5af0936a0987cfb85d86b75731b0186 # v2.4.1
+ uses: ossf/scorecard-action@05b42c624433fc40578a4040d5cf5e36ddca8cde # v2.4.2
with:
results_file: results.sarif
results_format: sarif
diff --git a/.github/workflows/quality_check.yml b/.github/workflows/quality_check.yml
index 891a16e2260..66e2ef60e0d 100644
--- a/.github/workflows/quality_check.yml
+++ b/.github/workflows/quality_check.yml
@@ -44,7 +44,7 @@ jobs:
quality_check:
runs-on: ubuntu-latest
strategy:
- max-parallel: 4
+ max-parallel: 5
matrix:
python-version: ["3.9","3.10","3.11","3.12","3.13"]
env:
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5d5a0da7333..8622698c043 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,68 @@
# Unreleased
+## Bug Fixes
+
+* **event_handler:** fix OpenAPI schema response for disabled validation ([#6720](https://github.com/aws-powertools/powertools-lambda-python/issues/6720))
+
+## Features
+
+* **bedrock_agent:** add new Amazon Bedrock Agents Functions Resolver ([#6564](https://github.com/aws-powertools/powertools-lambda-python/issues/6564))
+* **event_handler:** enable support for custom deserializer to parse the request body ([#6601](https://github.com/aws-powertools/powertools-lambda-python/issues/6601))
+
+## Maintenance
+
+* **ci:** new pre-release 3.13.1a3 ([#6732](https://github.com/aws-powertools/powertools-lambda-python/issues/6732))
+* **ci:** new pre-release 3.13.1a0 ([#6696](https://github.com/aws-powertools/powertools-lambda-python/issues/6696))
+* **ci:** new pre-release 3.13.1a6 ([#6751](https://github.com/aws-powertools/powertools-lambda-python/issues/6751))
+* **ci:** new pre-release 3.13.1a1 ([#6704](https://github.com/aws-powertools/powertools-lambda-python/issues/6704))
+* **ci:** new pre-release 3.13.1a2 ([#6709](https://github.com/aws-powertools/powertools-lambda-python/issues/6709))
+* **ci:** new pre-release 3.13.1a5 ([#6744](https://github.com/aws-powertools/powertools-lambda-python/issues/6744))
+* **ci:** add missing dependency to build docs ([#6717](https://github.com/aws-powertools/powertools-lambda-python/issues/6717))
+* **ci:** new pre-release 3.13.1a4 ([#6738](https://github.com/aws-powertools/powertools-lambda-python/issues/6738))
+* **ci:** new pre-release 3.13.1a7 ([#6759](https://github.com/aws-powertools/powertools-lambda-python/issues/6759))
+* **deps:** bump redis from 6.1.0 to 6.2.0 ([#6736](https://github.com/aws-powertools/powertools-lambda-python/issues/6736))
+* **deps:** bump mkdocstrings-python from 1.16.10 to 1.16.11 ([#6724](https://github.com/aws-powertools/powertools-lambda-python/issues/6724))
+* **deps:** bump ossf/scorecard-action from 2.4.1 to 2.4.2 ([#6746](https://github.com/aws-powertools/powertools-lambda-python/issues/6746))
+* **deps:** bump pydantic from 2.11.4 to 2.11.5 ([#6711](https://github.com/aws-powertools/powertools-lambda-python/issues/6711))
+* **deps:** bump mkdocstrings-python from 1.16.10 to 1.16.11 in /docs ([#6722](https://github.com/aws-powertools/powertools-lambda-python/issues/6722))
+* **deps:** bump datadog-lambda from 6.109.0 to 6.110.0 ([#6714](https://github.com/aws-powertools/powertools-lambda-python/issues/6714))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.198.0a0 to 2.199.0a0 ([#6729](https://github.com/aws-powertools/powertools-lambda-python/issues/6729))
+* **deps-dev:** bump boto3-stubs from 1.38.23 to 1.38.25 ([#6735](https://github.com/aws-powertools/powertools-lambda-python/issues/6735))
+* **deps-dev:** bump ruff from 0.11.11 to 0.11.12 ([#6741](https://github.com/aws-powertools/powertools-lambda-python/issues/6741))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.197.0a0 to 2.198.0a0 ([#6715](https://github.com/aws-powertools/powertools-lambda-python/issues/6715))
+* **deps-dev:** bump pytest-mock from 3.14.0 to 3.14.1 ([#6723](https://github.com/aws-powertools/powertools-lambda-python/issues/6723))
+* **deps-dev:** bump coverage from 7.8.1 to 7.8.2 ([#6713](https://github.com/aws-powertools/powertools-lambda-python/issues/6713))
+* **deps-dev:** bump boto3-stubs from 1.38.22 to 1.38.23 ([#6712](https://github.com/aws-powertools/powertools-lambda-python/issues/6712))
+* **deps-dev:** bump aws-cdk from 2.1016.1 to 2.1017.0 ([#6734](https://github.com/aws-powertools/powertools-lambda-python/issues/6734))
+* **deps-dev:** bump boto3-stubs from 1.38.25 to 1.38.26 ([#6742](https://github.com/aws-powertools/powertools-lambda-python/issues/6742))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.199.0a0 to 2.200.0a0 ([#6758](https://github.com/aws-powertools/powertools-lambda-python/issues/6758))
+* **deps-dev:** bump pytest-xdist from 3.6.1 to 3.7.0 ([#6730](https://github.com/aws-powertools/powertools-lambda-python/issues/6730))
+* **deps-dev:** bump cfn-lint from 1.35.1 to 1.35.3 ([#6708](https://github.com/aws-powertools/powertools-lambda-python/issues/6708))
+* **deps-dev:** bump ruff from 0.11.10 to 0.11.11 ([#6706](https://github.com/aws-powertools/powertools-lambda-python/issues/6706))
+* **deps-dev:** bump boto3-stubs from 1.38.21 to 1.38.22 ([#6707](https://github.com/aws-powertools/powertools-lambda-python/issues/6707))
+* **deps-dev:** bump aws-cdk from 2.1016.0 to 2.1016.1 ([#6703](https://github.com/aws-powertools/powertools-lambda-python/issues/6703))
+* **deps-dev:** bump aws-cdk from 2.1017.0 to 2.1017.1 ([#6748](https://github.com/aws-powertools/powertools-lambda-python/issues/6748))
+* **deps-dev:** bump boto3-stubs from 1.38.26 to 1.38.27 ([#6747](https://github.com/aws-powertools/powertools-lambda-python/issues/6747))
+* **deps-dev:** bump coverage from 7.8.0 to 7.8.1 ([#6701](https://github.com/aws-powertools/powertools-lambda-python/issues/6701))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.196.1a0 to 2.197.0a0 ([#6700](https://github.com/aws-powertools/powertools-lambda-python/issues/6700))
+* **deps-dev:** bump aws-cdk-lib from 2.196.1 to 2.197.0 ([#6699](https://github.com/aws-powertools/powertools-lambda-python/issues/6699))
+* **deps-dev:** bump boto3-stubs from 1.38.19 to 1.38.21 ([#6698](https://github.com/aws-powertools/powertools-lambda-python/issues/6698))
+* **deps-dev:** bump pytest from 8.3.5 to 8.4.0 ([#6757](https://github.com/aws-powertools/powertools-lambda-python/issues/6757))
+* **deps-dev:** bump cfn-lint from 1.35.3 to 1.35.4 ([#6755](https://github.com/aws-powertools/powertools-lambda-python/issues/6755))
+* **deps-dev:** bump aws-cdk-lib from 2.196.0 to 2.196.1 ([#6695](https://github.com/aws-powertools/powertools-lambda-python/issues/6695))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.196.0a0 to 2.196.1a0 ([#6694](https://github.com/aws-powertools/powertools-lambda-python/issues/6694))
+* **deps-dev:** bump boto3-stubs from 1.38.27 to 1.38.28 ([#6756](https://github.com/aws-powertools/powertools-lambda-python/issues/6756))
+* **deps-dev:** bump aws-cdk-lib from 2.198.0 to 2.199.0 ([#6731](https://github.com/aws-powertools/powertools-lambda-python/issues/6731))
+* **docs:** Add llms.txt to documentation ([#6693](https://github.com/aws-powertools/powertools-lambda-python/issues/6693))
+
+
+
+## [v3.13.0] - 2025-05-20
+## Code Refactoring
+
+* **idempotency:** replace Redis name with Cache and add valkey-glide support ([#6685](https://github.com/aws-powertools/powertools-lambda-python/issues/6685))
+
## Features
* **event_source:** add support for tumbling windows in Kinesis and DynamoDB events ([#6658](https://github.com/aws-powertools/powertools-lambda-python/issues/6658))
@@ -12,45 +74,54 @@
## Maintenance
-* **ci:** new pre-release 3.12.1a4 ([#6655](https://github.com/aws-powertools/powertools-lambda-python/issues/6655))
+* version bump
* **ci:** new pre-release 3.12.1a2 ([#6638](https://github.com/aws-powertools/powertools-lambda-python/issues/6638))
-* **ci:** new pre-release 3.12.1a6 ([#6670](https://github.com/aws-powertools/powertools-lambda-python/issues/6670))
+* **ci:** include allowed licenses file in dependency review workflow ([#6618](https://github.com/aws-powertools/powertools-lambda-python/issues/6618))
+* **ci:** new pre-release 3.12.1a8 ([#6683](https://github.com/aws-powertools/powertools-lambda-python/issues/6683))
* **ci:** new pre-release 3.12.1a3 ([#6647](https://github.com/aws-powertools/powertools-lambda-python/issues/6647))
-* **ci:** new pre-release 3.12.1a5 ([#6664](https://github.com/aws-powertools/powertools-lambda-python/issues/6664))
+* **ci:** new pre-release 3.12.1a7 ([#6675](https://github.com/aws-powertools/powertools-lambda-python/issues/6675))
* **ci:** new pre-release 3.12.1a0 ([#6621](https://github.com/aws-powertools/powertools-lambda-python/issues/6621))
+* **ci:** new pre-release 3.12.1a6 ([#6670](https://github.com/aws-powertools/powertools-lambda-python/issues/6670))
* **ci:** new pre-release 3.12.1a1 ([#6626](https://github.com/aws-powertools/powertools-lambda-python/issues/6626))
+* **ci:** new pre-release 3.12.1a4 ([#6655](https://github.com/aws-powertools/powertools-lambda-python/issues/6655))
+* **ci:** new pre-release 3.12.1a5 ([#6664](https://github.com/aws-powertools/powertools-lambda-python/issues/6664))
+* **deps:** bump aws-actions/configure-aws-credentials from 4.2.0 to 4.2.1 ([#6667](https://github.com/aws-powertools/powertools-lambda-python/issues/6667))
* **deps:** bump squidfunk/mkdocs-material from `f6c81d5` to `eb04b60` in /docs ([#6659](https://github.com/aws-powertools/powertools-lambda-python/issues/6659))
-* **deps:** bump actions/dependency-review-action from 4.6.0 to 4.7.0 ([#6629](https://github.com/aws-powertools/powertools-lambda-python/issues/6629))
+* **deps:** bump datadog-lambda from 6.107.0 to 6.108.0 ([#6634](https://github.com/aws-powertools/powertools-lambda-python/issues/6634))
* **deps:** bump actions/setup-go from 5.4.0 to 5.5.0 ([#6630](https://github.com/aws-powertools/powertools-lambda-python/issues/6630))
-* **deps:** bump squidfunk/mkdocs-material from `95f2ff4` to `f6c81d5` in /docs ([#6650](https://github.com/aws-powertools/powertools-lambda-python/issues/6650))
-* **deps:** bump redis from 5.2.1 to 6.1.0 ([#6662](https://github.com/aws-powertools/powertools-lambda-python/issues/6662))
-* **deps:** bump aws-actions/configure-aws-credentials from 4.1.0 to 4.2.0 ([#6619](https://github.com/aws-powertools/powertools-lambda-python/issues/6619))
-* **deps:** bump aws-actions/configure-aws-credentials from 4.2.0 to 4.2.1 ([#6667](https://github.com/aws-powertools/powertools-lambda-python/issues/6667))
* **deps:** bump actions/dependency-review-action from 4.7.0 to 4.7.1 ([#6663](https://github.com/aws-powertools/powertools-lambda-python/issues/6663))
-* **deps:** bump datadog-lambda from 6.107.0 to 6.108.0 ([#6634](https://github.com/aws-powertools/powertools-lambda-python/issues/6634))
+* **deps:** bump redis from 5.2.1 to 6.1.0 ([#6662](https://github.com/aws-powertools/powertools-lambda-python/issues/6662))
+* **deps:** bump actions/dependency-review-action from 4.6.0 to 4.7.0 ([#6629](https://github.com/aws-powertools/powertools-lambda-python/issues/6629))
* **deps:** bump codecov/codecov-action from 5.4.2 to 5.4.3 ([#6672](https://github.com/aws-powertools/powertools-lambda-python/issues/6672))
+* **deps:** bump squidfunk/mkdocs-material from `95f2ff4` to `f6c81d5` in /docs ([#6650](https://github.com/aws-powertools/powertools-lambda-python/issues/6650))
+* **deps:** bump aws-actions/configure-aws-credentials from 4.1.0 to 4.2.0 ([#6619](https://github.com/aws-powertools/powertools-lambda-python/issues/6619))
+* **deps:** bump zgosalvez/github-actions-ensure-sha-pinned-actions from 3.0.24 to 3.0.25 ([#6686](https://github.com/aws-powertools/powertools-lambda-python/issues/6686))
* **deps:** bump datadog-lambda from 6.108.0 to 6.109.0 ([#6641](https://github.com/aws-powertools/powertools-lambda-python/issues/6641))
-* **deps-dev:** bump ruff from 0.11.8 to 0.11.9 ([#6643](https://github.com/aws-powertools/powertools-lambda-python/issues/6643))
+* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.308 to 0.1.309 ([#6651](https://github.com/aws-powertools/powertools-lambda-python/issues/6651))
+* **deps-dev:** bump boto3-stubs from 1.38.12 to 1.38.13 ([#6644](https://github.com/aws-powertools/powertools-lambda-python/issues/6644))
* **deps-dev:** bump cfn-lint from 1.35.0 to 1.35.1 ([#6642](https://github.com/aws-powertools/powertools-lambda-python/issues/6642))
+* **deps-dev:** bump ruff from 0.11.8 to 0.11.9 ([#6643](https://github.com/aws-powertools/powertools-lambda-python/issues/6643))
+* **deps-dev:** bump boto3-stubs from 1.38.13 to 1.38.14 ([#6653](https://github.com/aws-powertools/powertools-lambda-python/issues/6653))
+* **deps-dev:** bump sentry-sdk from 2.27.0 to 2.28.0 ([#6652](https://github.com/aws-powertools/powertools-lambda-python/issues/6652))
* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.194.0a0 to 2.195.0a0 ([#6635](https://github.com/aws-powertools/powertools-lambda-python/issues/6635))
* **deps-dev:** bump aws-cdk from 2.1013.0 to 2.1014.0 ([#6636](https://github.com/aws-powertools/powertools-lambda-python/issues/6636))
-* **deps-dev:** bump boto3-stubs from 1.38.12 to 1.38.13 ([#6644](https://github.com/aws-powertools/powertools-lambda-python/issues/6644))
+* **deps-dev:** bump mkdocs-material from 9.6.12 to 9.6.13 ([#6654](https://github.com/aws-powertools/powertools-lambda-python/issues/6654))
* **deps-dev:** bump boto3-stubs from 1.38.11 to 1.38.12 ([#6633](https://github.com/aws-powertools/powertools-lambda-python/issues/6633))
* **deps-dev:** bump aws-cdk-lib from 2.194.0 to 2.195.0 ([#6632](https://github.com/aws-powertools/powertools-lambda-python/issues/6632))
-* **deps-dev:** bump cdklabs-generative-ai-cdk-constructs from 0.1.308 to 0.1.309 ([#6651](https://github.com/aws-powertools/powertools-lambda-python/issues/6651))
-* **deps-dev:** bump ijson from 3.3.0 to 3.4.0 ([#6631](https://github.com/aws-powertools/powertools-lambda-python/issues/6631))
-* **deps-dev:** bump boto3-stubs from 1.38.13 to 1.38.14 ([#6653](https://github.com/aws-powertools/powertools-lambda-python/issues/6653))
-* **deps-dev:** bump sentry-sdk from 2.27.0 to 2.28.0 ([#6652](https://github.com/aws-powertools/powertools-lambda-python/issues/6652))
-* **deps-dev:** bump mkdocs-material from 9.6.12 to 9.6.13 ([#6654](https://github.com/aws-powertools/powertools-lambda-python/issues/6654))
-* **deps-dev:** bump cfn-lint from 1.34.2 to 1.35.0 ([#6623](https://github.com/aws-powertools/powertools-lambda-python/issues/6623))
-* **deps-dev:** bump boto3-stubs from 1.38.10 to 1.38.11 ([#6624](https://github.com/aws-powertools/powertools-lambda-python/issues/6624))
* **deps-dev:** bump boto3-stubs from 1.38.14 to 1.38.15 ([#6660](https://github.com/aws-powertools/powertools-lambda-python/issues/6660))
-* **deps-dev:** bump boto3-stubs from 1.38.16 to 1.38.17 ([#6674](https://github.com/aws-powertools/powertools-lambda-python/issues/6674))
-* **deps-dev:** bump boto3-stubs from 1.38.9 to 1.38.10 ([#6620](https://github.com/aws-powertools/powertools-lambda-python/issues/6620))
+* **deps-dev:** bump ijson from 3.3.0 to 3.4.0 ([#6631](https://github.com/aws-powertools/powertools-lambda-python/issues/6631))
* **deps-dev:** bump mkdocs-material from 9.6.13 to 9.6.14 ([#6661](https://github.com/aws-powertools/powertools-lambda-python/issues/6661))
+* **deps-dev:** bump boto3-stubs from 1.38.15 to 1.38.16 ([#6669](https://github.com/aws-powertools/powertools-lambda-python/issues/6669))
* **deps-dev:** bump aws-cdk from 2.1014.0 to 2.1015.0 ([#6668](https://github.com/aws-powertools/powertools-lambda-python/issues/6668))
+* **deps-dev:** bump cfn-lint from 1.34.2 to 1.35.0 ([#6623](https://github.com/aws-powertools/powertools-lambda-python/issues/6623))
+* **deps-dev:** bump types-python-dateutil from 2.9.0.20241206 to 2.9.0.20250516 ([#6678](https://github.com/aws-powertools/powertools-lambda-python/issues/6678))
* **deps-dev:** bump ruff from 0.11.9 to 0.11.10 ([#6673](https://github.com/aws-powertools/powertools-lambda-python/issues/6673))
-* **deps-dev:** bump boto3-stubs from 1.38.15 to 1.38.16 ([#6669](https://github.com/aws-powertools/powertools-lambda-python/issues/6669))
+* **deps-dev:** bump boto3-stubs from 1.38.16 to 1.38.17 ([#6674](https://github.com/aws-powertools/powertools-lambda-python/issues/6674))
+* **deps-dev:** bump boto3-stubs from 1.38.9 to 1.38.10 ([#6620](https://github.com/aws-powertools/powertools-lambda-python/issues/6620))
+* **deps-dev:** bump aws-cdk-aws-lambda-python-alpha from 2.195.0a0 to 2.196.0a0 ([#6677](https://github.com/aws-powertools/powertools-lambda-python/issues/6677))
+* **deps-dev:** bump aws-cdk from 2.1015.0 to 2.1016.0 ([#6680](https://github.com/aws-powertools/powertools-lambda-python/issues/6680))
+* **deps-dev:** bump boto3-stubs from 1.38.18 to 1.38.19 ([#6687](https://github.com/aws-powertools/powertools-lambda-python/issues/6687))
+* **deps-dev:** bump boto3-stubs from 1.38.10 to 1.38.11 ([#6624](https://github.com/aws-powertools/powertools-lambda-python/issues/6624))
@@ -6542,7 +6613,8 @@
* Merge pull request [#5](https://github.com/aws-powertools/powertools-lambda-python/issues/5) from jfuss/feat/python38
-[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.12.0...HEAD
+[Unreleased]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.13.0...HEAD
+[v3.13.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.12.0...v3.13.0
[v3.12.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.11.0...v3.12.0
[v3.11.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.10.0...v3.11.0
[v3.10.0]: https://github.com/aws-powertools/powertools-lambda-python/compare/v3.9.0...v3.10.0
diff --git a/aws_lambda_powertools/event_handler/__init__.py b/aws_lambda_powertools/event_handler/__init__.py
index 89952580dcc..f374590428d 100644
--- a/aws_lambda_powertools/event_handler/__init__.py
+++ b/aws_lambda_powertools/event_handler/__init__.py
@@ -12,6 +12,10 @@
)
from aws_lambda_powertools.event_handler.appsync import AppSyncResolver
from aws_lambda_powertools.event_handler.bedrock_agent import BedrockAgentResolver, BedrockResponse
+from aws_lambda_powertools.event_handler.bedrock_agent_function import (
+ BedrockAgentFunctionResolver,
+ BedrockFunctionResponse,
+)
from aws_lambda_powertools.event_handler.events_appsync.appsync_events import AppSyncEventsResolver
from aws_lambda_powertools.event_handler.lambda_function_url import (
LambdaFunctionUrlResolver,
@@ -26,7 +30,9 @@
"ALBResolver",
"ApiGatewayResolver",
"BedrockAgentResolver",
+ "BedrockAgentFunctionResolver",
"BedrockResponse",
+ "BedrockFunctionResponse",
"CORSConfig",
"LambdaFunctionUrlResolver",
"Response",
diff --git a/aws_lambda_powertools/event_handler/api_gateway.py b/aws_lambda_powertools/event_handler/api_gateway.py
index f1f38b399a9..f2aa2dedf10 100644
--- a/aws_lambda_powertools/event_handler/api_gateway.py
+++ b/aws_lambda_powertools/event_handler/api_gateway.py
@@ -546,20 +546,20 @@ def body_field(self) -> ModelField | None:
return self._body_field
- def _get_openapi_path(
+ def _get_openapi_path( # noqa PLR0912
self,
*,
dependant: Dependant,
operation_ids: set[str],
model_name_map: dict[TypeModelOrEnum, str],
field_mapping: dict[tuple[ModelField, Literal["validation", "serialization"]], JsonSchemaValue],
+ enable_validation: bool = False,
) -> tuple[dict[str, Any], dict[str, Any]]:
"""
Returns the OpenAPI path and definitions for the route.
"""
from aws_lambda_powertools.event_handler.openapi.dependant import get_flat_params
- path = {}
definitions: dict[str, Any] = {}
# Gather all the route parameters
@@ -598,13 +598,18 @@ def _get_openapi_path(
if request_body_oai:
operation["requestBody"] = request_body_oai
- # Validation failure response (422) will always be part of the schema
- operation_responses: dict[int, OpenAPIResponse] = {
- 422: {
- "description": "Validation Error",
- "content": {_DEFAULT_CONTENT_TYPE: {"schema": {"$ref": f"{COMPONENT_REF_PREFIX}HTTPValidationError"}}},
- },
- }
+ operation_responses: dict[int, OpenAPIResponse] = {}
+
+ if enable_validation:
+ # Validation failure response (422) is added only if Enable Validation feature is true
+ operation_responses = {
+ 422: {
+ "description": "Validation Error",
+ "content": {
+ _DEFAULT_CONTENT_TYPE: {"schema": {"$ref": f"{COMPONENT_REF_PREFIX}HTTPValidationError"}},
+ },
+ },
+ }
# Add custom response validation response, if exists
if self.custom_response_validation_http_code:
@@ -681,8 +686,7 @@ def _get_openapi_path(
}
operation["responses"] = operation_responses
- path[self.method.lower()] = operation
-
+ path = {self.method.lower(): operation}
# Add the validation error schema to the definitions, but only if it hasn't been added yet
if "ValidationError" not in definitions:
definitions.update(
@@ -1575,6 +1579,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""
Parameters
@@ -1596,6 +1601,9 @@ def __init__(
Enables validation of the request body against the route schema, by default False.
response_validation_error_http_code
Sets the returned status code if response is not validated. enable_validation must be True.
+ json_body_deserializer: Callable[[str], dict], optional
+ function to deserialize `str`, `bytes`, `bytearray` containing a JSON document to a Python `dict`,
+ by default json.loads when integrating with EventSource data class
"""
self._proxy_type = proxy_type
self._dynamic_routes: list[Route] = []
@@ -1621,6 +1629,7 @@ def __init__(
# Allow for a custom serializer or a concise json serialization
self._serializer = serializer or partial(json.dumps, separators=(",", ":"), cls=Encoder)
+ self._json_body_deserializer = json_body_deserializer
if self._enable_validation:
from aws_lambda_powertools.event_handler.middlewares.openapi_validation import OpenAPIValidationMiddleware
@@ -1834,6 +1843,7 @@ def get_openapi_schema(
operation_ids=operation_ids,
model_name_map=model_name_map,
field_mapping=field_mapping,
+ enable_validation=self._enable_validation,
)
if result:
path, path_definitions = self._add_resolver_response_validation_error_response_to_route(result)
@@ -2431,24 +2441,24 @@ def _to_proxy_event(self, event: dict) -> BaseProxyEvent: # noqa: PLR0911 # ig
"""Convert the event dict to the corresponding data class"""
if self._proxy_type == ProxyEventType.APIGatewayProxyEvent:
logger.debug("Converting event to API Gateway REST API contract")
- return APIGatewayProxyEvent(event)
+ return APIGatewayProxyEvent(event, self._json_body_deserializer)
if self._proxy_type == ProxyEventType.APIGatewayProxyEventV2:
logger.debug("Converting event to API Gateway HTTP API contract")
- return APIGatewayProxyEventV2(event)
+ return APIGatewayProxyEventV2(event, self._json_body_deserializer)
if self._proxy_type == ProxyEventType.BedrockAgentEvent:
logger.debug("Converting event to Bedrock Agent contract")
- return BedrockAgentEvent(event)
+ return BedrockAgentEvent(event, self._json_body_deserializer)
if self._proxy_type == ProxyEventType.LambdaFunctionUrlEvent:
logger.debug("Converting event to Lambda Function URL contract")
- return LambdaFunctionUrlEvent(event)
+ return LambdaFunctionUrlEvent(event, self._json_body_deserializer)
if self._proxy_type == ProxyEventType.VPCLatticeEvent:
logger.debug("Converting event to VPC Lattice contract")
- return VPCLatticeEvent(event)
+ return VPCLatticeEvent(event, self._json_body_deserializer)
if self._proxy_type == ProxyEventType.VPCLatticeEventV2:
logger.debug("Converting event to VPC LatticeV2 contract")
- return VPCLatticeEventV2(event)
+ return VPCLatticeEventV2(event, self._json_body_deserializer)
logger.debug("Converting event to ALB contract")
- return ALBEvent(event)
+ return ALBEvent(event, self._json_body_deserializer)
def _resolve(self) -> ResponseBuilder:
"""Resolves the response or return the not found response"""
@@ -2865,6 +2875,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""Amazon API Gateway REST and HTTP API v1 payload resolver"""
super().__init__(
@@ -2875,6 +2886,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
@@ -2951,6 +2963,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""Amazon API Gateway HTTP API v2 payload resolver"""
super().__init__(
@@ -2961,6 +2974,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
@@ -2990,6 +3004,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""Amazon Application Load Balancer (ALB) resolver"""
super().__init__(
@@ -3000,6 +3015,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
diff --git a/aws_lambda_powertools/event_handler/bedrock_agent.py b/aws_lambda_powertools/event_handler/bedrock_agent.py
index c3b48bcb95e..008aeb0ccdd 100644
--- a/aws_lambda_powertools/event_handler/bedrock_agent.py
+++ b/aws_lambda_powertools/event_handler/bedrock_agent.py
@@ -103,6 +103,7 @@ def __init__(self, debug: bool = False, enable_validation: bool = True):
serializer=None,
strip_prefixes=None,
enable_validation=enable_validation,
+ json_body_deserializer=None,
)
self._response_builder_class = BedrockResponseBuilder
diff --git a/aws_lambda_powertools/event_handler/bedrock_agent_function.py b/aws_lambda_powertools/event_handler/bedrock_agent_function.py
new file mode 100644
index 00000000000..d6b96222744
--- /dev/null
+++ b/aws_lambda_powertools/event_handler/bedrock_agent_function.py
@@ -0,0 +1,248 @@
+from __future__ import annotations
+
+import inspect
+import json
+import logging
+import warnings
+from collections.abc import Callable
+from typing import Any, Literal, TypeVar
+
+from aws_lambda_powertools.utilities.data_classes import BedrockAgentFunctionEvent
+from aws_lambda_powertools.warnings import PowertoolsUserWarning
+
+# Define a generic type for the function
+T = TypeVar("T", bound=Callable[..., Any])
+
+logger = logging.getLogger(__name__)
+
+
+class BedrockFunctionResponse:
+ """Response class for Bedrock Agent Functions.
+
+ Parameters
+ ----------
+ body : Any, optional
+ Response body to be returned to the caller.
+ session_attributes : dict[str, str] or None, optional
+ Session attributes to include in the response for maintaining state.
+ prompt_session_attributes : dict[str, str] or None, optional
+ Prompt session attributes to include in the response.
+ knowledge_bases : list[dict[str, Any]] or None, optional
+ Knowledge bases to include in the response.
+ response_state : {"FAILURE", "REPROMPT"} or None, optional
+ Response state indicating if the function failed or needs reprompting.
+
+ Examples
+ --------
+ >>> @app.tool(description="Function that uses session attributes")
+ >>> def test_function():
+ ... return BedrockFunctionResponse(
+ ... body="Hello",
+ ... session_attributes={"userId": "123"},
+ ... prompt_session_attributes={"lastAction": "login"}
+ ... )
+
+ Notes
+ -----
+ The `response_state` parameter can only be set to "FAILURE" or "REPROMPT".
+ """
+
+ def __init__(
+ self,
+ body: Any = None,
+ session_attributes: dict[str, str] | None = None,
+ prompt_session_attributes: dict[str, str] | None = None,
+ knowledge_bases: list[dict[str, Any]] | None = None,
+ response_state: Literal["FAILURE", "REPROMPT"] | None = None,
+ ) -> None:
+ if response_state and response_state not in ["FAILURE", "REPROMPT"]:
+ raise ValueError("responseState must be 'FAILURE' or 'REPROMPT'")
+
+ self.body = body
+ self.session_attributes = session_attributes
+ self.prompt_session_attributes = prompt_session_attributes
+ self.knowledge_bases = knowledge_bases
+ self.response_state = response_state
+
+
+class BedrockFunctionsResponseBuilder:
+ """
+ Bedrock Functions Response Builder. This builds the response dict to be returned by Lambda
+ when using Bedrock Agent Functions.
+ """
+
+ def __init__(self, result: BedrockFunctionResponse | Any) -> None:
+ self.result = result
+
+ def build(self, event: BedrockAgentFunctionEvent, serializer: Callable) -> dict[str, Any]:
+ result_obj = self.result
+
+ # Extract attributes from BedrockFunctionResponse or use defaults
+ body = getattr(result_obj, "body", result_obj)
+ session_attributes = getattr(result_obj, "session_attributes", None)
+ prompt_session_attributes = getattr(result_obj, "prompt_session_attributes", None)
+ knowledge_bases = getattr(result_obj, "knowledge_bases", None)
+ response_state = getattr(result_obj, "response_state", None)
+
+ # Build base response structure
+ # Per AWS Bedrock documentation, currently only "TEXT" is supported as the responseBody content type
+ # https://docs.aws.amazon.com/bedrock/latest/userguide/agents-lambda.html
+ response: dict[str, Any] = {
+ "messageVersion": "1.0",
+ "response": {
+ "actionGroup": event.action_group,
+ "function": event.function,
+ "functionResponse": {
+ "responseBody": {"TEXT": {"body": serializer(body if body is not None else "")}},
+ },
+ },
+ "sessionAttributes": session_attributes or event.session_attributes or {},
+ "promptSessionAttributes": prompt_session_attributes or event.prompt_session_attributes or {},
+ }
+
+ # Add optional fields when present
+ if response_state:
+ response["response"]["functionResponse"]["responseState"] = response_state
+
+ if knowledge_bases:
+ response["knowledgeBasesConfiguration"] = knowledge_bases
+
+ return response
+
+
+class BedrockAgentFunctionResolver:
+ """Bedrock Agent Function resolver that handles function definitions
+
+ Examples
+ --------
+ ```python
+ from aws_lambda_powertools.event_handler import BedrockAgentFunctionResolver
+
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool(name="get_current_time", description="Gets the current UTC time")
+ def get_current_time():
+ from datetime import datetime
+ return datetime.utcnow().isoformat()
+
+ def lambda_handler(event, context):
+ return app.resolve(event, context)
+ ```
+ """
+
+ context: dict
+
+ def __init__(self, serializer: Callable | None = None) -> None:
+ self._tools: dict[str, dict[str, Any]] = {}
+ self.current_event: BedrockAgentFunctionEvent | None = None
+ self.context = {}
+ self._response_builder_class = BedrockFunctionsResponseBuilder
+ self.serializer = serializer or json.dumps
+
+ def tool(
+ self,
+ name: str | None = None,
+ description: str | None = None,
+ ) -> Callable[[T], T]:
+ """Decorator to register a tool function
+
+ Parameters
+ ----------
+ name : str | None
+ Custom name for the tool. If not provided, uses the function name
+ description : str | None
+ Description of what the tool does
+
+ Returns
+ -------
+ Callable
+ Decorator function that registers and returns the original function
+ """
+
+ def decorator(func: T) -> T:
+ function_name = name or func.__name__
+
+ logger.debug(f"Registering {function_name} tool")
+
+ if function_name in self._tools:
+ warnings.warn(
+ f"Tool '{function_name}' already registered. Overwriting with new definition.",
+ PowertoolsUserWarning,
+ stacklevel=2,
+ )
+
+ self._tools[function_name] = {
+ "function": func,
+ "description": description,
+ }
+ return func
+
+ return decorator
+
+ def resolve(self, event: dict[str, Any], context: Any) -> dict[str, Any]:
+ """Resolves the function call from Bedrock Agent event"""
+ try:
+ self.current_event = BedrockAgentFunctionEvent(event)
+ return self._resolve()
+ except KeyError as e:
+ raise ValueError(f"Missing required field: {str(e)}") from e
+
+ def _resolve(self) -> dict[str, Any]:
+ """Internal resolution logic"""
+ if self.current_event is None:
+ raise ValueError("No event to process")
+
+ function_name = self.current_event.function
+
+ logger.debug(f"Resolving {function_name} tool")
+
+ try:
+ parameters: dict[str, Any] = {}
+ # Extract parameters from the event
+ for param in getattr(self.current_event, "parameters", []):
+ param_type = getattr(param, "type", None)
+ if param_type == "string":
+ parameters[param.name] = str(param.value)
+ elif param_type == "integer":
+ try:
+ parameters[param.name] = int(param.value)
+ except (ValueError, TypeError):
+ parameters[param.name] = param.value
+ elif param_type == "number":
+ try:
+ parameters[param.name] = float(param.value)
+ except (ValueError, TypeError):
+ parameters[param.name] = param.value
+ elif param_type == "boolean":
+ if isinstance(param.value, str):
+ parameters[param.name] = param.value.lower() == "true"
+ else:
+ parameters[param.name] = bool(param.value)
+ else: # "array" or any other type
+ parameters[param.name] = param.value
+
+ func = self._tools[function_name]["function"]
+ # Filter parameters to only include those expected by the function
+ sig = inspect.signature(func)
+ valid_params = {name: value for name, value in parameters.items() if name in sig.parameters}
+
+ # Call the function with the filtered parameters
+ result = func(**valid_params)
+
+ self.clear_context()
+
+ # Build and return the response
+ return BedrockFunctionsResponseBuilder(result).build(self.current_event, serializer=self.serializer)
+ except Exception as error:
+ # Return a formatted error response
+ logger.error(f"Error processing function: {function_name}", exc_info=True)
+ error_response = BedrockFunctionResponse(body=f"Error: {error.__class__.__name__}: {str(error)}")
+ return BedrockFunctionsResponseBuilder(error_response).build(self.current_event, serializer=self.serializer)
+
+ def append_context(self, **additional_context):
+ """Append key=value data as routing context"""
+ self.context.update(**additional_context)
+
+ def clear_context(self):
+ """Resets routing context"""
+ self.context.clear()
diff --git a/aws_lambda_powertools/event_handler/lambda_function_url.py b/aws_lambda_powertools/event_handler/lambda_function_url.py
index dbafe809176..279899b645e 100644
--- a/aws_lambda_powertools/event_handler/lambda_function_url.py
+++ b/aws_lambda_powertools/event_handler/lambda_function_url.py
@@ -61,6 +61,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
super().__init__(
ProxyEventType.LambdaFunctionUrlEvent,
@@ -70,6 +71,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
diff --git a/aws_lambda_powertools/event_handler/vpc_lattice.py b/aws_lambda_powertools/event_handler/vpc_lattice.py
index a59acaa9740..40eafc01d01 100644
--- a/aws_lambda_powertools/event_handler/vpc_lattice.py
+++ b/aws_lambda_powertools/event_handler/vpc_lattice.py
@@ -57,6 +57,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""Amazon VPC Lattice resolver"""
super().__init__(
@@ -67,6 +68,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
@@ -115,6 +117,7 @@ def __init__(
strip_prefixes: list[str | Pattern] | None = None,
enable_validation: bool = False,
response_validation_error_http_code: HTTPStatus | int | None = None,
+ json_body_deserializer: Callable[[str], dict] | None = None,
):
"""Amazon VPC Lattice resolver"""
super().__init__(
@@ -125,6 +128,7 @@ def __init__(
strip_prefixes,
enable_validation,
response_validation_error_http_code,
+ json_body_deserializer=json_body_deserializer,
)
def _get_base_path(self) -> str:
diff --git a/aws_lambda_powertools/shared/version.py b/aws_lambda_powertools/shared/version.py
index 793d2f47ef3..6f9ae401495 100644
--- a/aws_lambda_powertools/shared/version.py
+++ b/aws_lambda_powertools/shared/version.py
@@ -1,3 +1,3 @@
"""Exposes version constant to avoid circular dependencies."""
-VERSION = "3.12.1a8"
+VERSION = "3.14.0"
diff --git a/aws_lambda_powertools/utilities/data_classes/__init__.py b/aws_lambda_powertools/utilities/data_classes/__init__.py
index 262d132bcbf..655ad1a74ca 100644
--- a/aws_lambda_powertools/utilities/data_classes/__init__.py
+++ b/aws_lambda_powertools/utilities/data_classes/__init__.py
@@ -9,6 +9,7 @@
from .appsync_resolver_events_event import AppSyncResolverEventsEvent
from .aws_config_rule_event import AWSConfigRuleEvent
from .bedrock_agent_event import BedrockAgentEvent
+from .bedrock_agent_function_event import BedrockAgentFunctionEvent
from .cloud_watch_alarm_event import (
CloudWatchAlarmConfiguration,
CloudWatchAlarmData,
@@ -59,6 +60,7 @@
"AppSyncResolverEventsEvent",
"ALBEvent",
"BedrockAgentEvent",
+ "BedrockAgentFunctionEvent",
"CloudWatchAlarmData",
"CloudWatchAlarmEvent",
"CloudWatchAlarmMetric",
diff --git a/aws_lambda_powertools/utilities/data_classes/bedrock_agent_function_event.py b/aws_lambda_powertools/utilities/data_classes/bedrock_agent_function_event.py
new file mode 100644
index 00000000000..ab479c59381
--- /dev/null
+++ b/aws_lambda_powertools/utilities/data_classes/bedrock_agent_function_event.py
@@ -0,0 +1,81 @@
+from __future__ import annotations
+
+from aws_lambda_powertools.utilities.data_classes.common import DictWrapper
+
+
+class BedrockAgentInfo(DictWrapper):
+ @property
+ def name(self) -> str:
+ return self["name"]
+
+ @property
+ def id(self) -> str: # noqa: A003
+ return self["id"]
+
+ @property
+ def alias(self) -> str:
+ return self["alias"]
+
+ @property
+ def version(self) -> str:
+ return self["version"]
+
+
+class BedrockAgentFunctionParameter(DictWrapper):
+ @property
+ def name(self) -> str:
+ return self["name"]
+
+ @property
+ def type(self) -> str: # noqa: A003
+ return self["type"]
+
+ @property
+ def value(self) -> str:
+ return self["value"]
+
+
+class BedrockAgentFunctionEvent(DictWrapper):
+ """
+ Bedrock Agent Function input event
+
+ Documentation:
+ https://docs.aws.amazon.com/bedrock/latest/userguide/agents-lambda.html
+ """
+
+ @property
+ def message_version(self) -> str:
+ return self["messageVersion"]
+
+ @property
+ def input_text(self) -> str:
+ return self["inputText"]
+
+ @property
+ def session_id(self) -> str:
+ return self["sessionId"]
+
+ @property
+ def action_group(self) -> str:
+ return self["actionGroup"]
+
+ @property
+ def function(self) -> str:
+ return self["function"]
+
+ @property
+ def parameters(self) -> list[BedrockAgentFunctionParameter]:
+ parameters = self.get("parameters") or []
+ return [BedrockAgentFunctionParameter(x) for x in parameters]
+
+ @property
+ def agent(self) -> BedrockAgentInfo:
+ return BedrockAgentInfo(self["agent"])
+
+ @property
+ def session_attributes(self) -> dict[str, str]:
+ return self.get("sessionAttributes", {}) or {}
+
+ @property
+ def prompt_session_attributes(self) -> dict[str, str]:
+ return self.get("promptSessionAttributes", {}) or {}
diff --git a/aws_lambda_powertools/utilities/parser/envelopes/__init__.py b/aws_lambda_powertools/utilities/parser/envelopes/__init__.py
index e1ac8cdbf5e..0bf4b7a5535 100644
--- a/aws_lambda_powertools/utilities/parser/envelopes/__init__.py
+++ b/aws_lambda_powertools/utilities/parser/envelopes/__init__.py
@@ -2,7 +2,7 @@
from .apigw_websocket import ApiGatewayWebSocketEnvelope
from .apigwv2 import ApiGatewayV2Envelope
from .base import BaseEnvelope
-from .bedrock_agent import BedrockAgentEnvelope
+from .bedrock_agent import BedrockAgentEnvelope, BedrockAgentFunctionEnvelope
from .cloudwatch import CloudWatchLogsEnvelope
from .dynamodb import DynamoDBStreamEnvelope
from .event_bridge import EventBridgeEnvelope
@@ -20,6 +20,7 @@
"ApiGatewayV2Envelope",
"ApiGatewayWebSocketEnvelope",
"BedrockAgentEnvelope",
+ "BedrockAgentFunctionEnvelope",
"CloudWatchLogsEnvelope",
"DynamoDBStreamEnvelope",
"EventBridgeEnvelope",
diff --git a/aws_lambda_powertools/utilities/parser/envelopes/bedrock_agent.py b/aws_lambda_powertools/utilities/parser/envelopes/bedrock_agent.py
index 3d234999116..392c17cc425 100644
--- a/aws_lambda_powertools/utilities/parser/envelopes/bedrock_agent.py
+++ b/aws_lambda_powertools/utilities/parser/envelopes/bedrock_agent.py
@@ -4,7 +4,7 @@
from typing import TYPE_CHECKING, Any
from aws_lambda_powertools.utilities.parser.envelopes.base import BaseEnvelope
-from aws_lambda_powertools.utilities.parser.models import BedrockAgentEventModel
+from aws_lambda_powertools.utilities.parser.models import BedrockAgentEventModel, BedrockAgentFunctionEventModel
if TYPE_CHECKING:
from aws_lambda_powertools.utilities.parser.types import Model
@@ -34,3 +34,27 @@ def parse(self, data: dict[str, Any] | Any | None, model: type[Model]) -> Model
parsed_envelope: BedrockAgentEventModel = BedrockAgentEventModel.model_validate(data)
logger.debug(f"Parsing event payload in `input_text` with {model}")
return self._parse(data=parsed_envelope.input_text, model=model)
+
+
+class BedrockAgentFunctionEnvelope(BaseEnvelope):
+ """Bedrock Agent Function envelope to extract data within input_text key"""
+
+ def parse(self, data: dict[str, Any] | Any | None, model: type[Model]) -> Model | None:
+ """Parses data found with model provided
+
+ Parameters
+ ----------
+ data : dict
+ Lambda event to be parsed
+ model : type[Model]
+ Data model provided to parse after extracting data using envelope
+
+ Returns
+ -------
+ Model | None
+ Parsed detail payload with model provided
+ """
+ logger.debug(f"Parsing incoming data with Bedrock Agent Function model {BedrockAgentFunctionEventModel}")
+ parsed_envelope: BedrockAgentFunctionEventModel = BedrockAgentFunctionEventModel.model_validate(data)
+ logger.debug(f"Parsing event payload in `input_text` with {model}")
+ return self._parse(data=parsed_envelope.input_text, model=model)
diff --git a/aws_lambda_powertools/utilities/parser/models/__init__.py b/aws_lambda_powertools/utilities/parser/models/__init__.py
index 7ea8da2dc22..ad8e3d7a92f 100644
--- a/aws_lambda_powertools/utilities/parser/models/__init__.py
+++ b/aws_lambda_powertools/utilities/parser/models/__init__.py
@@ -32,6 +32,7 @@
)
from .bedrock_agent import (
BedrockAgentEventModel,
+ BedrockAgentFunctionEventModel,
BedrockAgentModel,
BedrockAgentPropertyModel,
BedrockAgentRequestBodyModel,
@@ -208,6 +209,7 @@
"BedrockAgentEventModel",
"BedrockAgentRequestBodyModel",
"BedrockAgentRequestMediaModel",
+ "BedrockAgentFunctionEventModel",
"S3BatchOperationJobModel",
"S3BatchOperationModel",
"S3BatchOperationTaskModel",
diff --git a/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py b/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
index 62465162167..1aa5ae07a34 100644
--- a/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
+++ b/aws_lambda_powertools/utilities/parser/models/bedrock_agent.py
@@ -36,3 +36,21 @@ class BedrockAgentEventModel(BaseModel):
agent: BedrockAgentModel
parameters: Optional[List[BedrockAgentPropertyModel]] = None
request_body: Optional[BedrockAgentRequestBodyModel] = Field(None, alias="requestBody")
+
+
+class BedrockAgentFunctionEventModel(BaseModel):
+ """Bedrock Agent Function event model
+
+ Documentation:
+ https://docs.aws.amazon.com/bedrock/latest/userguide/agents-lambda.html
+ """
+
+ message_version: str = Field(..., alias="messageVersion")
+ agent: BedrockAgentModel
+ input_text: str = Field(..., alias="inputText")
+ session_id: str = Field(..., alias="sessionId")
+ action_group: str = Field(..., alias="actionGroup")
+ function: str
+ parameters: Optional[List[BedrockAgentPropertyModel]] = None
+ session_attributes: Dict[str, str] = Field({}, alias="sessionAttributes")
+ prompt_session_attributes: Dict[str, str] = Field({}, alias="promptSessionAttributes")
diff --git a/docs/core/event_handler/api_gateway.md b/docs/core/event_handler/api_gateway.md
index da500cc56be..a3f18f29883 100644
--- a/docs/core/event_handler/api_gateway.md
+++ b/docs/core/event_handler/api_gateway.md
@@ -1182,6 +1182,14 @@ You can instruct event handler to use a custom serializer to best suit your need
--8<-- "examples/event_handler_rest/src/custom_serializer.py"
```
+### Custom body deserializer
+
+You can customize how the integrated [Event Source Data Classes](https://docs.powertools.aws.dev/lambda/python/latest/utilities/data_classes/#api-gateway-proxy) parse the JSON request body by providing your own deserializer function. By default it is `json.loads`
+
+```python hl_lines="15" title="Using a custom JSON deserializer for body"
+--8<-- "examples/event_handler_rest/src/custom_json_deserializer.py"
+```
+
### Split routes with Router
As you grow the number of routes a given Lambda function should handle, it is natural to either break into smaller Lambda functions, or split routes into separate files to ease maintenance - that's where the `Router` feature is useful.
diff --git a/docs/core/event_handler/bedrock_agents.md b/docs/core/event_handler/bedrock_agents.md
index b7626f32f97..1acc6654b47 100644
--- a/docs/core/event_handler/bedrock_agents.md
+++ b/docs/core/event_handler/bedrock_agents.md
@@ -1,9 +1,12 @@
---
-title: Agents for Amazon Bedrock
+title: Amazon Bedrock Agents
description: Core utility
---
-Create [Agents for Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/agents.html#agents-how){target="_blank"} using event handlers and auto generation of OpenAPI schemas.
+Create [Amazon Bedrock Agents](https://docs.aws.amazon.com/bedrock/latest/userguide/agents.html#agents-how){target="_blank"} using event handlers with two different action groups approaches:
+
+* OpenAPI schema
+* Function details
```mermaid
@@ -13,7 +16,8 @@ Create [Agents for Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/us
## Key features
-* Minimal boilerplate to build Agents for Amazon Bedrock
+* Minimal boilerplate to build Amazon Bedrock Agents
+* Support for both OpenAPI-based and Function-based actions
* Automatic generation of [OpenAPI schemas](https://www.openapis.org/){target="_blank"} from your business logic code
* Built-in data validation for requests and responses
* Similar experience to authoring [REST and HTTP APIs](api_gateway.md){target="_blank"}
@@ -26,72 +30,53 @@ Create [Agents for Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/us
**[OpenAPI schema](https://www.openapis.org/){target="_blank"}** is an industry standard JSON-serialized string that represents the structure and parameters of your API.
-**Action group** is a collection of two resources where you define the actions that the agent should carry out: an OpenAPI schema to define the APIs that the agent can invoke to carry out its tasks, and a Lambda function to execute those actions.
+**Function details** consist of a list of parameters, defined by their name, [data type](https://docs.aws.amazon.com/bedrock/latest/APIReference/API_agent_ParameterDetail.html), and whether they are required. The agent uses these configurations to determine what information it needs to elicit from the user.
-**Large Language Models (LLM)** are very large deep learning models that are pre-trained on vast amounts of data, capable of extracting meanings from a sequence of text and understanding the relationship between words and phrases on it.
+**Action group** is a collection of two resources where you define the actions that the agent should carry out when invoking your Lambda function.
-**Agent for Amazon Bedrock** is an Amazon Bedrock feature to build and deploy conversational agents that can interact with your customers using Large Language Models (LLM) and AWS Lambda functions.
+**Large Language Models (LLM)** are very large deep learning models that are pre-trained on vast amounts of data, capable of extracting meanings from a sequence of text and understanding the relationship between words and phrases on it.
-## Getting started
+**Amazon Bedrock Agent** is an Amazon Bedrock feature to build and deploy conversational agents that can interact with your customers using Large Language Models (LLM) and AWS Lambda functions.
!!! tip "All examples shared in this documentation are available within the [project repository](https://github.com/aws-powertools/powertools-lambda-python/tree/develop/examples)"
-### Install
+## Choose your Action Group
-!!! info "This is unnecessary if you're installing Powertools for AWS Lambda (Python) via [Lambda Layer/SAR](../../index.md#lambda-layer){target="_blank"}."
+An action group defines actions that the agent can help the user perform. You can define action groups as OpenAPI-based or Function-based.
-You need to add `pydantic` as a dependency in your preferred tool _e.g., requirements.txt, pyproject.toml_. At this time, we only support Pydantic V2.
+| Aspect | OpenAPI-based Actions | Function-based Actions |
+|----------------------|------------------------------------------------------------------|----------------------------------------------------------------|
+| Definition Style | `@app.get("/path", description="")`
`@app.post("/path", description="")` | `@app.tool(name="")` |
+| Parameter Handling | Path, query, and body parameters | Function parameters |
+| Use Case | REST-like APIs, complex request/response structures | Direct function calls, simpler input |
+| Response object | Via `BedrockResponse` | Via `BedrockFunctionResponse` |
+| Best For | - Complex APIs with multiple endpoints
- When OpenAPI spec is required
- Integration with existing REST APIs | - Simple function-based actions
- Direct LLM-to-function mapping |
-### Required resources
-
-To build Agents for Amazon Bedrock, you will need:
-
-| Requirement | Description | SAM Supported | CDK Supported |
-|-----------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------|:-------------:|:-------------:|
-| [Lambda Function](#your-first-agent) | Defines your business logic for the action group | ✅ | ✅ |
-| [OpenAPI Schema](#generating-openapi-schemas) | API description, structure, and action group parameters | ❌ | ✅ |
-| [Bedrock Service Role](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-permissions.html){target="_blank"} | Allows Amazon Bedrock to invoke foundation models | ✅ | ✅ |
-| Agents for Bedrock | The service that will combine all the above to create the conversational agent | ❌ | ✅ |
-
-=== "Using AWS Serverless Application Model (SAM)"
- Using [AWS SAM](https://aws.amazon.com/serverless/sam/){target="_blank"} you can create your Lambda function and the necessary permissions. However, you still have to create your Agent for Amazon Bedrock [using the AWS console](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-create.html){target="_blank"}.
-
- ```yaml hl_lines="18 26 34 61"
- --8<-- "examples/event_handler_bedrock_agents/sam/template.yaml"
- ```
-
- 1. Amazon Bedrock needs permissions to invoke this Lambda function
- 2. Check the [supported foundational models](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-supported.html){target="_blank"}
- 3. You need the role ARN when creating the Agent for Amazon Bedrock
+## Getting started
-=== "Using AWS Cloud Developer Kit (CDK)"
- This example uses the [Generative AI CDK constructs](https://awslabs.github.io/generative-ai-cdk-constructs/src/cdk-lib/bedrock/#agents){target="_blank"} to create your Agent with [AWS CDK](https://aws.amazon.com/cdk/){target="_blank"}.
- These constructs abstract the underlying permission setup and code bundling of your Lambda function.
+### Install
- ```python
- --8<-- "examples/event_handler_bedrock_agents/cdk/bedrock_agent_stack.py"
- ```
+!!! info "This is unnecessary if you're installing Powertools for AWS Lambda (Python) via [Lambda Layer/SAR](../../index.md#lambda-layer){target="_blank"}."
- 1. The path to your Lambda function handler
- 2. The path to the OpenAPI schema describing your API
+If you define the action group setting up an **OpenAPI schema**, you need to add `pydantic` as a dependency in your preferred tool _e.g., requirements.txt, pyproject.toml_. At this time, we only support Pydantic V2.
### Your first Agent
-To create an agent, use the `BedrockAgentResolver` to annotate your actions.
+To create an agent, use the `BedrockAgentResolver` or the `BedrockAgentFunctionResolver` to annotate your actions.
This is similar to the way [all the other Event Handler](api_gateway.md) resolvers work.
-You are required to add a `description` parameter in each endpoint, doing so will improve Bedrock's understanding of your actions.
+The resolvers used by Amazon Bedrock Agents are compatible with all Powertools for AWS Lambda [features](../../index.md#features){target="blank"}.
+For reference, we use [Logger](../logger.md) and [Tracer](../tracer.md) in this example.
-=== "Lambda handler"
+**OpenAPI-based actions**
- The resolvers used by Agents for Amazon Bedrock are compatible with all Powertools for AWS Lambda [features](../../index.md#features){target="blank"}.
- For reference, we use [Logger](../logger.md) and [Tracer](../tracer.md) in this example.
+=== "Lambda handler"
```python hl_lines="4 9 12 21"
--8<-- "examples/event_handler_bedrock_agents/src/getting_started.py"
```
- 1. `description` is a **required** field that should contain a human readable description of your action
+ 1. `description` is a **required** field that should contain a human readable description of your action.
2. We take care of **parsing**, **validating**, **routing** and **responding** to the request.
=== "OpenAPI schema"
@@ -114,79 +99,64 @@ You are required to add a `description` parameter in each endpoint, doing so wil
--8<-- "examples/event_handler_bedrock_agents/src/getting_started_output.json"
```
-??? note "What happens under the hood?"
- Powertools will handle the request from the Agent, parse, validate, and route it to the correct method in your code.
- The response is then validated and formatted back to the Agent.
-
-
- ```mermaid
- --8<-- "docs/core/event_handler/bedrock_agents_getting_started.mermaid"
- ```
-
-
-### Validating input and output
-
-You can define the expected format for incoming data and responses by using type annotations.
-Define constraints using standard Python types, [dataclasses](https://docs.python.org/3/library/dataclasses.html) or [Pydantic models](https://docs.pydantic.dev/latest/concepts/models/).
-Pydantic is a popular library for data validation using Python type annotations.
-
+**Function-based actions**
=== "Lambda handler"
- This example uses [Pydantic's EmailStr](https://docs.pydantic.dev/2.0/usage/types/string_types/#emailstr){target="_blank"} to validate the email address passed to the `schedule_meeting` function.
- The function then returns a boolean indicating if the meeting was successfully scheduled.
- ```python hl_lines="1 2 6 16-18"
- --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation.py"
- ```
-
- 1. No need to add the `enable_validation` parameter, as it's enabled by default.
- 2. Describe each input using human-readable descriptions
- 3. Add the typing annotations to your parameters and return types, and let the event handler take care of the rest
-
-=== "OpenAPI schema"
+ ```python hl_lines="4 9 12 21"
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_functions.py"
+ ```
- ```json
- --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation_schema.json"
- ```
+ 1. `name` and `description` are optional here.
+ 2. We take care of **parsing**, **validating**, **routing** and **responding** to the request.
=== "Input payload"
- ```json hl_lines="6-13 20"
- --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation.json"
+ ```json hl_lines="9 12"
+ --8<-- "examples/event_handler_bedrock_agents/src/input_getting_started_func.json"
```
=== "Output payload"
- ```json hl_lines="10"
- --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation_output.json"
+ ```json hl_lines="9"
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_output_func.json"
```
-#### When validation fails
-
-If the request validation fails, your event handler will not be called, and an error message is returned to Bedrock.
-Similarly, if the response fails validation, your handler will abort the response.
+### Accessing custom request fields
-???+ info "What does this mean for my Agent?"
- The event handler will always return a response according to the OpenAPI schema.
- A validation failure always results in a [422 response](https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422).
- However, how Amazon Bedrock interprets that failure is non-deterministic, since it depends on the characteristics of the LLM being used.
+The event sent by Amazon Bedrock Agents into your Lambda function contains a [number of extra event fields](#request_fields_table), exposed in the `app.current_event` field.
-=== "Input payload"
+???+ note "Why is this useful?"
+ You can for instance identify new conversations (`session_id`) or store and analyze entire conversations (`input_text`).
- ```json hl_lines="11"
- --8<-- "examples/event_handler_bedrock_agents/src/validation_failure_input.json"
- ```
+=== "Accessing request fields"
-=== "Output payload"
+ In this example, we [append correlation data](../logger.md#appending-additional-keys) to all generated logs.
+ This can be used to aggregate logs by `session_id` and observe the entire conversation between a user and the Agent.
- ```json hl_lines="10"
- --8<-- "examples/event_handler_bedrock_agents/src/validation_failure_output.json"
+ ```python hl_lines="13-16"
+ --8<-- "examples/event_handler_bedrock_agents/src/accessing_request_fields.py"
```
-
-```mermaid
---8<-- "docs/core/event_handler/bedrock_agents_validation_sequence_diagram.mermaid"
-```
-
+
+
+The input event fields available depend on your Agent's configuration (OpenAPI-based or Function-based):
+
+| Name | Type | Description | OpenAPI | Function |
+|------|------|-------------|----------|-----------|
+| message_version | str | The version of the message format. Amazon Bedrock only supports version 1.0. | ✅ | ✅ |
+| agent | BedrockAgentInfo | Contains information about the name, ID, alias, and version of the agent. | ✅ | ✅ |
+| input_text | str | The user input for the conversation turn. | ✅ | ✅ |
+| session_id | str | The unique identifier of the agent session. | ✅ | ✅ |
+| action_group | str | The name of the action group. | ✅ | ✅ |
+| api_path | str | The path to the API operation, as defined in the OpenAPI schema. | ✅ | ❌ |
+| http_method | str | The method of the API operation, as defined in the OpenAPI schema. | ✅ | ❌ |
+| function | str | The name of the function being called. | ❌ | ✅ |
+| parameters | List[Parameter] | Contains parameters with name, type, and value properties. | ✅ | ✅ |
+| request_body | BedrockAgentRequestBody | Contains the request body and its properties. | ✅ | ❌ |
+| session_attributes | Dict[str, str] | Contains session attributes and their values. | ✅ | ✅ |
+| prompt_session_attributes | Dict[str, str] | Contains prompt attributes and their values. | ✅ | ✅ |
+
+## OpenAPI-based actions
### Generating OpenAPI schemas
@@ -219,7 +189,7 @@ python3 app.py > schema.json
### Crafting effective OpenAPI schemas
-Working with Agents for Amazon Bedrock will introduce [non-deterministic behaviour to your system](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-how.html#agents-rt){target="_blank"}.
+Working with Amazon Bedrock Agents will introduce [non-deterministic behaviour to your system](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-how.html#agents-rt){target="_blank"}.
???+ note "Why is that?"
Amazon Bedrock uses LLMs to understand and respond to user input.
@@ -236,6 +206,71 @@ To achieve that, keep the following suggestions in mind:
* When refactoring, update your description field to match the function outcomes
* Use distinct `description` for each function to have clear separation of semantics
+### Validating input and output
+
+You can define the expected format for incoming data and responses by using type annotations.
+Define constraints using standard Python types, [dataclasses](https://docs.python.org/3/library/dataclasses.html) or [Pydantic models](https://docs.pydantic.dev/latest/concepts/models/).
+Pydantic is a popular library for data validation using Python type annotations.
+
+The examples below uses [Pydantic's EmailStr](https://docs.pydantic.dev/2.0/usage/types/string_types/#emailstr){target="_blank"} to validate the email address passed to the `schedule_meeting` function.
+The function then returns a boolean indicating if the meeting was successfully scheduled.
+
+=== "Lambda handler"
+
+ ```python hl_lines="1 2 6 16-18"
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation.py"
+ ```
+
+ 1. No need to add the `enable_validation` parameter, as it's enabled by default.
+ 2. Describe each input using human-readable descriptions
+ 3. Add the typing annotations to your parameters and return types, and let the event handler take care of the rest
+
+=== "OpenAPI schema"
+
+ ```json
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation_schema.json"
+ ```
+
+=== "Input payload"
+
+ ```json hl_lines="6-13 20"
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation.json"
+ ```
+
+=== "Output payload"
+
+ ```json hl_lines="10"
+ --8<-- "examples/event_handler_bedrock_agents/src/getting_started_with_validation_output.json"
+ ```
+
+#### When validation fails
+
+If the request validation fails, your event handler will not be called, and an error message is returned to Bedrock.
+Similarly, if the response fails validation, your handler will abort the response.
+
+???+ info "What does this mean for my Agent?"
+ The event handler will always return a response according to the schema (OpenAPI) or type hints (Function-based).
+ A validation failure in OpenAPI-based actions results in a [422 response](https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/422).
+ For both approaches, how Amazon Bedrock interprets that failure is non-deterministic, since it depends on the characteristics of the LLM being used.
+
+=== "OpenAPI-based Input payload"
+
+ ```json hl_lines="11"
+ --8<-- "examples/event_handler_bedrock_agents/src/validation_failure_input.json"
+ ```
+
+=== "OpenAPI-based Output payload"
+
+ ```json hl_lines="10"
+ --8<-- "examples/event_handler_bedrock_agents/src/validation_failure_output.json"
+ ```
+
+
+```mermaid
+--8<-- "docs/core/event_handler/bedrock_agents_validation_sequence_diagram.mermaid"
+```
+
+
### Video walkthrough
To create an Agent for Amazon Bedrock, refer to the [official documentation](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-create.html) provided by AWS.
@@ -248,44 +283,11 @@ The following video demonstrates the end-to-end process:
During the creation process, you should use the schema [previously generated](#generating-openapi-schemas) when prompted for an OpenAPI specification.
-## Advanced
+### Advanced
-### Accessing custom request fields
+#### Additional metadata
-The event sent by Agents for Amazon Bedrock into your Lambda function contains a [number of extra event fields](#request_fields_table), exposed in the `app.current_event` field.
-
-???+ note "Why is this useful?"
- You can for instance identify new conversations (`session_id`) or store and analyze entire conversations (`input_text`).
-
-=== "Accessing request fields"
-
- In this example, we [append correlation data](../logger.md#appending-additional-keys) to all generated logs.
- This can be used to aggregate logs by `session_id` and observe the entire conversation between a user and the Agent.
-
- ```python hl_lines="13-16"
- --8<-- "examples/event_handler_bedrock_agents/src/accessing_request_fields.py"
- ```
-
-
-The input event fields are:
-
-| Name | Type | Description |
-|---------------------------|------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| message_version | `str` | The version of the message that identifies the format of the event data going into the Lambda function and the expected format of the response from a Lambda function. Amazon Bedrock only supports version 1.0. |
-| agent | `BedrockAgentInfo` | Contains information about the name, ID, alias, and version of the agent that the action group belongs to. |
-| input_text | `str` | The user input for the conversation turn. |
-| session_id | `str` | The unique identifier of the agent session. |
-| action_group | `str` | The name of the action group. |
-| api_path | `str` | The path to the API operation, as defined in the OpenAPI schema. |
-| http_method | `str` | The method of the API operation, as defined in the OpenAPI schema. |
-| parameters | `List[BedrockAgentProperty]` | Contains a list of objects. Each object contains the name, type, and value of a parameter in the API operation, as defined in the OpenAPI schema. |
-| request_body | `BedrockAgentRequestBody` | Contains the request body and its properties, as defined in the OpenAPI schema. |
-| session_attributes | `Dict[str, str]` | Contains session attributes and their values. |
-| prompt_session_attributes | `Dict[str, str]` | Contains prompt attributes and their values. |
-
-### Additional metadata
-
-To enrich the view that Agents for Amazon Bedrock has of your Lambda functions,
+To enrich the view that Amazon Bedrock Agents has of your Lambda functions,
use a combination of [Pydantic Models](https://docs.pydantic.dev/latest/concepts/models/){target="_blank"} and [OpenAPI](https://www.openapis.org/){target="_blank"} type annotations to add constraints to your APIs parameters.
???+ info "When is this useful?"
@@ -323,7 +325,7 @@ You can enable user confirmation with Bedrock Agents to have your application as
1. Add an openapi extension
-### Fine grained responses
+#### OpenAPI-based Responses
???+ info "Note"
The default response only includes the essential fields to keep the payload size minimal, as AWS Lambda has a maximum response size of 25 KB.
@@ -334,7 +336,17 @@ You can use `BedrockResponse` class to add additional fields as needed, such as
--8<-- "examples/event_handler_bedrock_agents/src/working_with_bedrockresponse.py"
```
-## Testing your code
+#### Bedrock requests under the hood
+
+Powertools handle the request from the Agent, parse, validate, and route it to the correct method in your code. The response is then validated and formatted back to the Agent.
+
+
+```mermaid
+--8<-- "docs/core/event_handler/bedrock_agents_getting_started.mermaid"
+```
+
+
+### Testing your code
Test your routes by passing an [Agent for Amazon Bedrock proxy event](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-lambda.html#agents-lambda-input) request:
@@ -349,3 +361,35 @@ Test your routes by passing an [Agent for Amazon Bedrock proxy event](https://do
```python hl_lines="14-17"
--8<-- "examples/event_handler_bedrock_agents/src/assert_bedrock_agent_response_module.py"
```
+
+## Function-based Actions
+
+The `BedrockAgentFunctionResolver` streamlines agent function development through three core capabilities:
+
+* **Register Functions**: Use the `@app.tool()` decorator to expose your functions to Bedrock Agents
+
+| Field | Required | Description |
+|-------|----------|-------------|
+| name | No | Custom name for your function. Uses the actual function name if omitted. |
+| description | No | Explain what your function does to guide the agent's usage. |
+
+* **Process Parameters**: Automatically maps input parameters from the agent to your function arguments
+* **Format Responses**: Transforms your function outputs into properly structured Bedrock Agent responses
+
+### Function-based Responses
+
+???+ info "Note"
+ The default response only includes the essential fields to keep the payload size minimal, as AWS Lambda has a maximum response size of 25 KB.
+
+You can use `BedrockFunctionResponse` class to customize your response [with additional fields](https://docs.aws.amazon.com/bedrock/latest/userguide/agents-lambda.html#agents-lambda-response){target="_blank"}. This class allows you to:
+
+* Return a response body
+* Set session and prompt session attributes
+* Set knowledge bases configurations
+* Control the response state ("FAILURE" or "REPROMPT")
+
+```python title="working_with_bedrockresponse.py" title="Customzing your Bedrock Function Response" hl_lines="1 4 7"
+--8<-- "examples/event_handler_bedrock_agents/src/working_bedrock_functions_response.py"
+```
+
+
diff --git a/docs/core/event_handler/bedrock_agents.mermaid b/docs/core/event_handler/bedrock_agents.mermaid
index 19ae2270234..fc4fb2ccdc4 100644
--- a/docs/core/event_handler/bedrock_agents.mermaid
+++ b/docs/core/event_handler/bedrock_agents.mermaid
@@ -2,12 +2,17 @@ flowchart LR
Bedrock[LLM] <-- uses --> Agent
You[User input] --> Agent
Agent -- consults --> OpenAPI
- Agent[Agents for Amazon Bedrock] -- invokes --> Lambda
+ Agent -- consults --> Functions
+ Agent[Amazon Bedrock Agents] -- invokes --> Lambda
subgraph OpenAPI
Schema
end
+ subgraph Functions
+ ToolDescriptions[Tool Descriptions]
+ end
+
subgraph Lambda[Lambda Function]
direction TB
Parsing[Parameter Parsing] --> Validation
@@ -19,10 +24,8 @@ flowchart LR
subgraph ActionGroup[Action Group]
OpenAPI -. generated from .-> Lambda
+ Functions -. defined in .-> Lambda
end
style Code fill:#ffa500,color:black,font-weight:bold,stroke-width:3px
- style You stroke:#0F0,stroke-width:2px
-
-
-
+ style You stroke:#0F0,stroke-width:2px
\ No newline at end of file
diff --git a/docs/core/event_handler/bedrock_agents_getting_started.mermaid b/docs/core/event_handler/bedrock_agents_getting_started.mermaid
index 29f3a26e323..6c6b13de72e 100644
--- a/docs/core/event_handler/bedrock_agents_getting_started.mermaid
+++ b/docs/core/event_handler/bedrock_agents_getting_started.mermaid
@@ -14,7 +14,10 @@ sequenceDiagram
participant Your Code
end
- Agent->>Lambda: GET /current_time
+ alt Function-based
+ Agent->>Lambda: {function: "current_time", parameters: [], ...}
+ end
+
activate Lambda
Lambda->>Parsing: parses parameters
Parsing->>Validation: validates input
@@ -26,8 +29,11 @@ sequenceDiagram
Routing->>Validation: returns output
Validation->>Parsing: validates output
Parsing->>Lambda: formats response
- Lambda->>Agent: 1709215709
+
+ alt Function-based
+ Lambda->>Agent: {response: {functionResponse: {responseBody: {...}}}}
+ end
deactivate Lambda
Agent-->>Agent: LLM interaction
- Agent->>User: "The current time is 14:08:29 GMT"
+ Agent->>User: "The current time is 14:08:29 GMT"
\ No newline at end of file
diff --git a/docs/includes/_layer_homepage_arm64.md b/docs/includes/_layer_homepage_arm64.md
index 9c8aa2f779c..87cf6b848eb 100644
--- a/docs/includes/_layer_homepage_arm64.md
+++ b/docs/includes/_layer_homepage_arm64.md
@@ -5,178 +5,178 @@
| Region | Layer ARN |
| -------------------- | -------------------------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-arm64:15**{: .copyMe}:clipboard: |
=== "Python 3.10"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-arm64:15**{: .copyMe}:clipboard: |
=== "Python 3.11"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-arm64:15**{: .copyMe}:clipboard: |
=== "Python 3.12"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15**{: .copyMe}:clipboard: |
=== "Python 3.13"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-arm64:15**{: .copyMe}:clipboard: |
diff --git a/docs/includes/_layer_homepage_x86.md b/docs/includes/_layer_homepage_x86.md
index af2aaac05bb..108133cef33 100644
--- a/docs/includes/_layer_homepage_x86.md
+++ b/docs/includes/_layer_homepage_x86.md
@@ -5,183 +5,183 @@
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python39-x86_64:15**{: .copyMe}:clipboard: |
=== "Python 3.10"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python310-x86_64:15**{: .copyMe}:clipboard: |
=== "Python 3.11"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python311-x86_64:15**{: .copyMe}:clipboard: |
=== "Python 3.12"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15**{: .copyMe}:clipboard: |
=== "Python 3.13"
| Region | Layer ARN |
| -------------------- | --------------------------------------------------------------------------------------------------------- |
- | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
- | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:14**{: .copyMe}:clipboard: |
+ | **`af-south-1`** | **arn:aws:lambda:af-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-east-1`** | **arn:aws:lambda:ap-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-1`** | **arn:aws:lambda:ap-northeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-2`** | **arn:aws:lambda:ap-northeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-northeast-3`** | **arn:aws:lambda:ap-northeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-1`** | **arn:aws:lambda:ap-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-south-2`** | **arn:aws:lambda:ap-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-1`** | **arn:aws:lambda:ap-southeast-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-2`** | **arn:aws:lambda:ap-southeast-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-3`** | **arn:aws:lambda:ap-southeast-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-4`** | **arn:aws:lambda:ap-southeast-4:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-5`** | **arn:aws:lambda:ap-southeast-5:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ap-southeast-7`** | **arn:aws:lambda:ap-southeast-7:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-central-1`** | **arn:aws:lambda:ca-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`ca-west-1`** | **arn:aws:lambda:ca-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-1`** | **arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-central-2`** | **arn:aws:lambda:eu-central-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-north-1`** | **arn:aws:lambda:eu-north-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-1`** | **arn:aws:lambda:eu-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-south-2`** | **arn:aws:lambda:eu-south-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-1`** | **arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-2`** | **arn:aws:lambda:eu-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`eu-west-3`** | **arn:aws:lambda:eu-west-3:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`il-central-1`** | **arn:aws:lambda:il-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-central-1`** | **arn:aws:lambda:me-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`me-south-1`** | **arn:aws:lambda:me-south-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`mx-central-1`** | **arn:aws:lambda:mx-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`sa-east-1`** | **arn:aws:lambda:sa-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-1`** | **arn:aws:lambda:us-east-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-east-2`** | **arn:aws:lambda:us-east-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-1`** | **arn:aws:lambda:us-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
+ | **`us-west-2`** | **arn:aws:lambda:us-west-2:017000801446:layer:AWSLambdaPowertoolsPythonV3-python313-x86_64:15**{: .copyMe}:clipboard: |
diff --git a/docs/index.md b/docs/index.md
index 3ee2f6cd5b8..ff67c81a525 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -205,7 +205,7 @@ You can install Powertools for AWS Lambda (Python) using your favorite dependenc
You can use AWS CLI to generate a pre-signed URL to download the contents of our Lambda Layer.
```bash title="AWS CLI command to download Lambda Layer content"
- aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14 --region eu-west-1
+ aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15 --region eu-west-1
```
You'll find the pre-signed URL under `Location` key as part of the CLI command output.
@@ -319,7 +319,7 @@ In this context, `[aws-sdk]` is an alias to the `boto3` package. Due to dependen
The pre-signed URL to download this Lambda Layer will be within `Location` key in the CLI output. The CLI output will also contain the Powertools for AWS Lambda version it contains.
```bash title="AWS CLI command to download Lambda Layer content"
-aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14 --region eu-west-1
+aws lambda get-layer-version-by-arn --arn arn:aws:lambda:eu-west-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15 --region eu-west-1
```
#### SAR
diff --git a/docs/requirements.in b/docs/requirements.in
index 2424249a446..db91345fa0d 100644
--- a/docs/requirements.in
+++ b/docs/requirements.in
@@ -1 +1,3 @@
mkdocs-git-revision-date-plugin==0.3.2
+mkdocstrings-python==1.16.11
+mkdocs-llmstxt==0.2.0
diff --git a/docs/requirements.txt b/docs/requirements.txt
index 3eb6e450c48..01a80988482 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,13 +1,23 @@
#
-# This file is autogenerated by pip-compile with Python 3.12
+# This file is autogenerated by pip-compile with Python 3.10
# by the following command:
#
# pip-compile --generate-hashes --output-file=requirements.txt requirements.in
#
+beautifulsoup4==4.13.4 \
+ --hash=sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b \
+ --hash=sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195
+ # via
+ # markdownify
+ # mkdocs-llmstxt
click==8.1.7 \
--hash=sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28 \
--hash=sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de
# via mkdocs
+colorama==0.4.6 \
+ --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
+ --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
+ # via griffe
ghp-import==2.1.0 \
--hash=sha256:8337dd7b50877f163d4c0289bc1f1c7f127550241988d568c1db512c4324a619 \
--hash=sha256:9c535c4c61193c2df8871222567d7fd7e5014d835f97dc7b7439069e2413d343
@@ -20,16 +30,33 @@ gitpython==3.1.43 \
--hash=sha256:35f314a9f878467f5453cc1fee295c3e18e52f1b99f10f6cf5b1682e968a9e7c \
--hash=sha256:eec7ec56b92aad751f9912a73404bc02ba212a23adb2c7098ee668417051a1ff
# via mkdocs-git-revision-date-plugin
+griffe==1.7.3 \
+ --hash=sha256:52ee893c6a3a968b639ace8015bec9d36594961e156e23315c8e8e51401fa50b \
+ --hash=sha256:c6b3ee30c2f0f17f30bcdef5068d6ab7a2a4f1b8bf1a3e74b56fffd21e1c5f75
+ # via mkdocstrings-python
jinja2==3.1.6 \
--hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \
--hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67
# via
# mkdocs
# mkdocs-git-revision-date-plugin
+ # mkdocstrings
markdown==3.7 \
--hash=sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2 \
--hash=sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803
- # via mkdocs
+ # via
+ # mkdocs
+ # mkdocs-autorefs
+ # mkdocstrings
+ # pymdown-extensions
+markdown-it-py==3.0.0 \
+ --hash=sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1 \
+ --hash=sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb
+ # via mdformat
+markdownify==1.1.0 \
+ --hash=sha256:32a5a08e9af02c8a6528942224c91b933b4bd2c7d078f9012943776fc313eeef \
+ --hash=sha256:449c0bbbf1401c5112379619524f33b63490a8fa479456d41de9dc9e37560ebd
+ # via mkdocs-llmstxt
markupsafe==2.1.5 \
--hash=sha256:00e046b6dd71aa03a41079792f8473dc494d564611a8f89bbbd7cb93295ebdcf \
--hash=sha256:075202fa5b72c86ad32dc7d0b56024ebdbcf2048c0ba09f1cde31bfdd57bcfff \
@@ -94,6 +121,16 @@ markupsafe==2.1.5 \
# via
# jinja2
# mkdocs
+ # mkdocs-autorefs
+ # mkdocstrings
+mdformat==0.7.22 \
+ --hash=sha256:61122637c9e1d9be1329054f3fa216559f0d1f722b7919b060a8c2a4ae1850e5 \
+ --hash=sha256:eef84fa8f233d3162734683c2a8a6222227a229b9206872e6139658d99acb1ea
+ # via mkdocs-llmstxt
+mdurl==0.1.2 \
+ --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
+ --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
+ # via markdown-it-py
mergedeep==1.3.4 \
--hash=sha256:0096d52e9dad9939c3d975a774666af186eda617e6ca84df4c94dec30004f2a8 \
--hash=sha256:70775750742b25c0d8f36c55aed03d24c3384d17c951b3175d898bd778ef0307
@@ -103,7 +140,16 @@ mergedeep==1.3.4 \
mkdocs==1.6.1 \
--hash=sha256:7b432f01d928c084353ab39c57282f29f92136665bdd6abf7c1ec8d822ef86f2 \
--hash=sha256:db91759624d1647f3f34aa0c3f327dd2601beae39a366d6e064c03468d35c20e
- # via mkdocs-git-revision-date-plugin
+ # via
+ # mkdocs-autorefs
+ # mkdocs-git-revision-date-plugin
+ # mkdocstrings
+mkdocs-autorefs==1.4.2 \
+ --hash=sha256:83d6d777b66ec3c372a1aad4ae0cf77c243ba5bcda5bf0c6b8a2c5e7a3d89f13 \
+ --hash=sha256:e2ebe1abd2b67d597ed19378c0fff84d73d1dbce411fce7a7cc6f161888b6749
+ # via
+ # mkdocstrings
+ # mkdocstrings-python
mkdocs-get-deps==0.2.0 \
--hash=sha256:162b3d129c7fad9b19abfdcb9c1458a651628e4b1dea628ac68790fb3061c60c \
--hash=sha256:2bf11d0b133e77a0dd036abeeb06dec8775e46efa526dc70667d8863eefc6134
@@ -111,6 +157,18 @@ mkdocs-get-deps==0.2.0 \
mkdocs-git-revision-date-plugin==0.3.2 \
--hash=sha256:2e67956cb01823dd2418e2833f3623dee8604cdf223bddd005fe36226a56f6ef
# via -r requirements.in
+mkdocs-llmstxt==0.2.0 \
+ --hash=sha256:104f10b8101167d6baf7761942b4743869be3d8f8a8d909f4e9e0b63307f709e \
+ --hash=sha256:907de892e0c8be74002e8b4d553820c2b5bbcf03cc303b95c8bca48fb49c1a29
+ # via -r requirements.in
+mkdocstrings==0.29.1 \
+ --hash=sha256:37a9736134934eea89cbd055a513d40a020d87dfcae9e3052c2a6b8cd4af09b6 \
+ --hash=sha256:8722f8f8c5cd75da56671e0a0c1bbed1df9946c0cef74794d6141b34011abd42
+ # via mkdocstrings-python
+mkdocstrings-python==1.16.11 \
+ --hash=sha256:25d96cc9c1f9c272ea1bd8222c900b5f852bf46c984003e9c7c56eaa4696190f \
+ --hash=sha256:935f95efa887f99178e4a7becaaa1286fb35adafffd669b04fd611d97c00e5ce
+ # via -r requirements.in
packaging==24.1 \
--hash=sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002 \
--hash=sha256:5b8f2217dbdbd2f7f384c41c628544e6d52f2d0f53c6d0c3ea61aa5d1d7ff124
@@ -123,6 +181,10 @@ platformdirs==4.3.6 \
--hash=sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907 \
--hash=sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb
# via mkdocs-get-deps
+pymdown-extensions==10.15 \
+ --hash=sha256:0e5994e32155f4b03504f939e501b981d306daf7ec2aa1cd2eb6bd300784f8f7 \
+ --hash=sha256:46e99bb272612b0de3b7e7caf6da8dd5f4ca5212c0b273feb9304e236c484e5f
+ # via mkdocstrings
python-dateutil==2.9.0.post0 \
--hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
--hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
@@ -184,6 +246,7 @@ pyyaml==6.0.2 \
# via
# mkdocs
# mkdocs-get-deps
+ # pymdown-extensions
# pyyaml-env-tag
pyyaml-env-tag==0.1 \
--hash=sha256:70092675bda14fdec33b31ba77e7543de9ddc88f2e5b99160396572d11525bdb \
@@ -192,11 +255,57 @@ pyyaml-env-tag==0.1 \
six==1.16.0 \
--hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
--hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
- # via python-dateutil
+ # via
+ # markdownify
+ # python-dateutil
smmap==5.0.1 \
--hash=sha256:dceeb6c0028fdb6734471eb07c0cd2aae706ccaecab45965ee83f11c8d3b1f62 \
--hash=sha256:e6d8668fa5f93e706934a62d7b4db19c8d9eb8cf2adbb75ef1b675aa332b69da
# via gitdb
+soupsieve==2.7 \
+ --hash=sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4 \
+ --hash=sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a
+ # via beautifulsoup4
+tomli==2.2.1 \
+ --hash=sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6 \
+ --hash=sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd \
+ --hash=sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c \
+ --hash=sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b \
+ --hash=sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8 \
+ --hash=sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6 \
+ --hash=sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77 \
+ --hash=sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff \
+ --hash=sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea \
+ --hash=sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192 \
+ --hash=sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249 \
+ --hash=sha256:6972ca9c9cc9f0acaa56a8ca1ff51e7af152a9f87fb64623e31d5c83700080ee \
+ --hash=sha256:7fc04e92e1d624a4a63c76474610238576942d6b8950a2d7f908a340494e67e4 \
+ --hash=sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98 \
+ --hash=sha256:8d57ca8095a641b8237d5b079147646153d22552f1c637fd3ba7f4b0b29167a8 \
+ --hash=sha256:8dd28b3e155b80f4d54beb40a441d366adcfe740969820caf156c019fb5c7ec4 \
+ --hash=sha256:9316dc65bed1684c9a98ee68759ceaed29d229e985297003e494aa825ebb0281 \
+ --hash=sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744 \
+ --hash=sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69 \
+ --hash=sha256:a92ef1a44547e894e2a17d24e7557a5e85a9e1d0048b0b5e7541f76c5032cb13 \
+ --hash=sha256:ac065718db92ca818f8d6141b5f66369833d4a80a9d74435a268c52bdfa73140 \
+ --hash=sha256:b82ebccc8c8a36f2094e969560a1b836758481f3dc360ce9a3277c65f374285e \
+ --hash=sha256:c954d2250168d28797dd4e3ac5cf812a406cd5a92674ee4c8f123c889786aa8e \
+ --hash=sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc \
+ --hash=sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff \
+ --hash=sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec \
+ --hash=sha256:d920f33822747519673ee656a4b6ac33e382eca9d331c87770faa3eef562aeb2 \
+ --hash=sha256:db2b95f9de79181805df90bedc5a5ab4c165e6ec3fe99f970d0e302f384ad222 \
+ --hash=sha256:e59e304978767a54663af13c07b3d1af22ddee3bb2fb0618ca1593e4f593a106 \
+ --hash=sha256:e85e99945e688e32d5a35c1ff38ed0b3f41f43fad8df0bdf79f72b2ba7bc5272 \
+ --hash=sha256:ece47d672db52ac607a3d9599a9d48dcb2f2f735c6c2d1f34130085bb12b112a \
+ --hash=sha256:f4039b9cbc3048b2416cc57ab3bda989a6fcf9b36cf8937f01a6e731b64f80d7
+ # via mdformat
+typing-extensions==4.13.2 \
+ --hash=sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c \
+ --hash=sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef
+ # via
+ # beautifulsoup4
+ # mkdocstrings-python
watchdog==5.0.2 \
--hash=sha256:14dd4ed023d79d1f670aa659f449bcd2733c33a35c8ffd88689d9d243885198b \
--hash=sha256:29e4a2607bd407d9552c502d38b45a05ec26a8e40cc7e94db9bb48f861fa5abc \
diff --git a/docs/utilities/data_classes.md b/docs/utilities/data_classes.md
index b3ba5a2f474..3fcf940296a 100644
--- a/docs/utilities/data_classes.md
+++ b/docs/utilities/data_classes.md
@@ -75,7 +75,8 @@ Each event source is linked to its corresponding GitHub file with the full set o
| [AppSync Authorizer](#appsync-authorizer) | `AppSyncAuthorizerEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/appsync_authorizer_event.py) |
| [AppSync Resolver](#appsync-resolver) | `AppSyncResolverEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/appsync_resolver_event.py) |
| [AWS Config Rule](#aws-config-rule) | `AWSConfigRuleEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/aws_config_rule_event.py) |
-| [Bedrock Agent](#bedrock-agent) | `BedrockAgent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py) |
+| [Bedrock Agent - OpenAPI](#bedrock-agent) | `BedrockAgentEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/bedrock_agent_event.py) |
+| [Bedrock Agent - Function](#bedrock-agent) | `BedrockAgentFunctionEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/bedrock_agent_function_event.py) |
| [CloudFormation Custom Resource](#cloudformation-custom-resource) | `CloudFormationCustomResourceEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloudformation_custom_resource_event.py) |
| [CloudWatch Alarm State Change Action](#cloudwatch-alarm-state-change-action) | `CloudWatchAlarmEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloud_watch_alarm_event.py) |
| [CloudWatch Dashboard Custom Widget](#cloudwatch-dashboard-custom-widget) | `CloudWatchDashboardCustomWidgetEvent` | [Github](https://github.com/aws-powertools/powertools-lambda-python/blob/develop/aws_lambda_powertools/utilities/data_classes/cloud_watch_custom_widget_event.py) |
diff --git a/docs/utilities/parser.md b/docs/utilities/parser.md
index 4cdf0d452f2..59302f45a34 100644
--- a/docs/utilities/parser.md
+++ b/docs/utilities/parser.md
@@ -112,7 +112,8 @@ The example above uses `SqsModel`. Other built-in models can be found below.
| **APIGatewayWebSocketConnectEventModel** | Lambda Event Source payload for Amazon API Gateway WebSocket API $connect message |
| **APIGatewayWebSocketDisconnectEventModel** | Lambda Event Source payload for Amazon API Gateway WebSocket API $disconnect message |
| **AppSyncResolverEventModel** | Lambda Event Source payload for AWS AppSync Resolver |
-| **BedrockAgentEventModel** | Lambda Event Source payload for Bedrock Agents |
+| **BedrockAgentEventModel** | Lambda Event Source payload for Bedrock Agents - OpenAPI-based |
+| **BedrockAgentFunctionEventModel** | Lambda Event Source payload for Bedrock Agents - Function-based |
| **CloudFormationCustomResourceCreateModel** | Lambda Event Source payload for AWS CloudFormation `CREATE` operation |
| **CloudFormationCustomResourceUpdateModel** | Lambda Event Source payload for AWS CloudFormation `UPDATE` operation |
| **CloudFormationCustomResourceDeleteModel** | Lambda Event Source payload for AWS CloudFormation `DELETE` operation |
diff --git a/examples/event_handler_bedrock_agents/src/accessing_request_fields.py b/examples/event_handler_bedrock_agents/src/accessing_request_fields.py
index 529c9343702..feb44eda6cc 100644
--- a/examples/event_handler_bedrock_agents/src/accessing_request_fields.py
+++ b/examples/event_handler_bedrock_agents/src/accessing_request_fields.py
@@ -8,7 +8,7 @@
app = BedrockAgentResolver()
-@app.get("/current_time", description="Gets the current time in seconds") # (1)!
+@app.get("/current_time", description="Gets the current time in seconds")
def current_time() -> int:
logger.append_keys(
session_id=app.current_event.session_id,
diff --git a/examples/event_handler_bedrock_agents/src/getting_started_functions.py b/examples/event_handler_bedrock_agents/src/getting_started_functions.py
new file mode 100644
index 00000000000..4a8dda5c27c
--- /dev/null
+++ b/examples/event_handler_bedrock_agents/src/getting_started_functions.py
@@ -0,0 +1,21 @@
+from time import time
+
+from aws_lambda_powertools import Logger, Tracer
+from aws_lambda_powertools.event_handler import BedrockAgentFunctionResolver
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+tracer = Tracer()
+logger = Logger()
+app = BedrockAgentFunctionResolver()
+
+
+@app.tool(name="currentTime", description="Gets the current time in seconds") # (1)!
+@tracer.capture_method
+def current_time() -> int:
+ return int(time())
+
+
+@logger.inject_lambda_context
+@tracer.capture_lambda_handler
+def lambda_handler(event: dict, context: LambdaContext):
+ return app.resolve(event, context) # (2)!
diff --git a/examples/event_handler_bedrock_agents/src/getting_started_output_func.json b/examples/event_handler_bedrock_agents/src/getting_started_output_func.json
new file mode 100644
index 00000000000..2777dd96add
--- /dev/null
+++ b/examples/event_handler_bedrock_agents/src/getting_started_output_func.json
@@ -0,0 +1,14 @@
+{
+ "messageVersion": "1.0",
+ "response": {
+ "actionGroup": "CurrentTime",
+ "function": "CurrentTime",
+ "functionResponse": {
+ "responseBody": {
+ "application/json": {
+ "body": "1704708165"
+ }
+ }
+ }
+ }
+}
\ No newline at end of file
diff --git a/examples/event_handler_bedrock_agents/src/input_getting_started_func.json b/examples/event_handler_bedrock_agents/src/input_getting_started_func.json
new file mode 100644
index 00000000000..d0b59c614aa
--- /dev/null
+++ b/examples/event_handler_bedrock_agents/src/input_getting_started_func.json
@@ -0,0 +1,16 @@
+{
+ "messageVersion": "1.0",
+ "agent": {
+ "name": "TimeAgent",
+ "id": "XLHH72XNF2",
+ "alias": "TSTALIASID",
+ "version": "DRAFT"
+ },
+ "inputText": "What is the current time?",
+ "sessionId": "123456789012345",
+ "actionGroup": "CurrentTime",
+ "function": "CurrentTime",
+ "parameters": [],
+ "sessionAttributes": {},
+ "promptSessionAttributes": {}
+}
\ No newline at end of file
diff --git a/examples/event_handler_bedrock_agents/src/working_bedrock_functions_response.py b/examples/event_handler_bedrock_agents/src/working_bedrock_functions_response.py
new file mode 100644
index 00000000000..0139815b924
--- /dev/null
+++ b/examples/event_handler_bedrock_agents/src/working_bedrock_functions_response.py
@@ -0,0 +1,19 @@
+from aws_lambda_powertools.event_handler import BedrockAgentFunctionResolver, BedrockFunctionResponse
+from aws_lambda_powertools.utilities.typing.lambda_context import LambdaContext
+
+app = BedrockAgentFunctionResolver()
+
+
+@app.tool(description="Function that demonstrates response customization")
+def custom_response():
+ return BedrockFunctionResponse(
+ body="Hello World",
+ session_attributes={"user_id": "123"},
+ prompt_session_attributes={"last_action": "greeting"},
+ response_state="REPROMPT",
+ knowledge_bases=[{"name": "kb1", "enabled": True}],
+ )
+
+
+def lambda_handler(event: dict, context: LambdaContext):
+ return app.resolve(event, context)
diff --git a/examples/event_handler_rest/src/custom_json_deserializer.py b/examples/event_handler_rest/src/custom_json_deserializer.py
new file mode 100644
index 00000000000..3d2de27b775
--- /dev/null
+++ b/examples/event_handler_rest/src/custom_json_deserializer.py
@@ -0,0 +1,27 @@
+import json
+from decimal import Decimal
+from functools import partial
+
+from aws_lambda_powertools import Logger, Tracer
+from aws_lambda_powertools.event_handler import APIGatewayRestResolver
+from aws_lambda_powertools.logging import correlation_paths
+from aws_lambda_powertools.utilities.typing import LambdaContext
+
+tracer = Tracer()
+logger = Logger()
+app = APIGatewayRestResolver()
+
+
+app = APIGatewayRestResolver(json_body_deserializer=partial(json.loads, parse_float=Decimal))
+
+
+@app.get("/body")
+def get_body():
+ return app.current_event.json_body
+
+
+# You can continue to use other utilities just as before
+@logger.inject_lambda_context(correlation_id_path=correlation_paths.API_GATEWAY_REST)
+@tracer.capture_lambda_handler
+def lambda_handler(event: dict, context: LambdaContext) -> dict:
+ return app.resolve(event, context)
diff --git a/examples/homepage/install/arm64/amplify.txt b/examples/homepage/install/arm64/amplify.txt
index b8b6d9997fd..e25626cbef7 100644
--- a/examples/homepage/install/arm64/amplify.txt
+++ b/examples/homepage/install/arm64/amplify.txt
@@ -6,7 +6,7 @@
? Do you want to configure advanced settings? Yes
...
? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
❯ amplify push -y
@@ -17,5 +17,5 @@ General information
- Name:
? Which setting do you want to update? Lambda layers configuration
? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/arm64/cdk_arm64.py b/examples/homepage/install/arm64/cdk_arm64.py
index c693d3acd94..69c3f2b8aba 100644
--- a/examples/homepage/install/arm64/cdk_arm64.py
+++ b/examples/homepage/install/arm64/cdk_arm64.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
self,
id="lambda-powertools",
- layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14",
+ layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15",
)
aws_lambda.Function(
self,
diff --git a/examples/homepage/install/arm64/pulumi_arm64.py b/examples/homepage/install/arm64/pulumi_arm64.py
index dc1823ddb86..0c0cb17f52c 100644
--- a/examples/homepage/install/arm64/pulumi_arm64.py
+++ b/examples/homepage/install/arm64/pulumi_arm64.py
@@ -22,7 +22,7 @@
pulumi.Output.concat(
"arn:aws:lambda:",
aws.get_region_output().name,
- ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14",
+ ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15",
),
],
tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/arm64/sam.yaml b/examples/homepage/install/arm64/sam.yaml
index ca5bba712e7..d6944918329 100644
--- a/examples/homepage/install/arm64/sam.yaml
+++ b/examples/homepage/install/arm64/sam.yaml
@@ -9,4 +9,4 @@ Resources:
Runtime: python3.12
Handler: app.lambda_handler
Layers:
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
diff --git a/examples/homepage/install/arm64/serverless.yml b/examples/homepage/install/arm64/serverless.yml
index ead118988b1..89e3b17fb8a 100644
--- a/examples/homepage/install/arm64/serverless.yml
+++ b/examples/homepage/install/arm64/serverless.yml
@@ -10,4 +10,4 @@ functions:
handler: lambda_function.lambda_handler
architecture: arm64
layers:
- - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14
+ - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15
diff --git a/examples/homepage/install/arm64/terraform.tf b/examples/homepage/install/arm64/terraform.tf
index 8729fd48605..c504ca9be4f 100644
--- a/examples/homepage/install/arm64/terraform.tf
+++ b/examples/homepage/install/arm64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
role = aws_iam_role.iam_for_lambda.arn
handler = "index.test"
runtime = "python3.12"
- layers = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:14"]
+ layers = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-arm64:15"]
architectures = ["arm64"]
source_code_hash = filebase64sha256("lambda_function_payload.zip")
diff --git a/examples/homepage/install/x86_64/amplify.txt b/examples/homepage/install/x86_64/amplify.txt
index 8fa642c9da8..19d1f3b1ad0 100644
--- a/examples/homepage/install/x86_64/amplify.txt
+++ b/examples/homepage/install/x86_64/amplify.txt
@@ -6,7 +6,7 @@
? Do you want to configure advanced settings? Yes
...
? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
❯ amplify push -y
@@ -17,5 +17,5 @@ General information
- Name:
? Which setting do you want to update? Lambda layers configuration
? Do you want to enable Lambda layers for this function? Yes
-? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+? Enter up to 5 existing Lambda layer ARNs (comma-separated): arn:aws:lambda:eu-central-1:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
? Do you want to edit the local lambda function now? No
diff --git a/examples/homepage/install/x86_64/cdk_x86.py b/examples/homepage/install/x86_64/cdk_x86.py
index 8a117fdb3b5..da4adf3860c 100644
--- a/examples/homepage/install/x86_64/cdk_x86.py
+++ b/examples/homepage/install/x86_64/cdk_x86.py
@@ -9,7 +9,7 @@ def __init__(self, scope: Construct, construct_id: str, **kwargs) -> None:
powertools_layer = aws_lambda.LayerVersion.from_layer_version_arn(
self,
id="lambda-powertools",
- layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14",
+ layer_version_arn=f"arn:aws:lambda:{Aws.REGION}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15",
)
aws_lambda.Function(
self,
diff --git a/examples/homepage/install/x86_64/pulumi_x86.py b/examples/homepage/install/x86_64/pulumi_x86.py
index d6e5b1d2678..e70ca63e517 100644
--- a/examples/homepage/install/x86_64/pulumi_x86.py
+++ b/examples/homepage/install/x86_64/pulumi_x86.py
@@ -22,7 +22,7 @@
pulumi.Output.concat(
"arn:aws:lambda:",
aws.get_region_output().name,
- ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14",
+ ":017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15",
),
],
tracing_config={"mode": "Active"},
diff --git a/examples/homepage/install/x86_64/sam.yaml b/examples/homepage/install/x86_64/sam.yaml
index 1cfe4719d0a..e65e1ecef18 100644
--- a/examples/homepage/install/x86_64/sam.yaml
+++ b/examples/homepage/install/x86_64/sam.yaml
@@ -8,4 +8,4 @@ Resources:
Runtime: python3.12
Handler: app.lambda_handler
Layers:
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
diff --git a/examples/homepage/install/x86_64/serverless.yml b/examples/homepage/install/x86_64/serverless.yml
index c56f2270d41..70ae75804ae 100644
--- a/examples/homepage/install/x86_64/serverless.yml
+++ b/examples/homepage/install/x86_64/serverless.yml
@@ -10,4 +10,4 @@ functions:
handler: lambda_function.lambda_handler
architecture: arm64
layers:
- - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - arn:aws:lambda:${aws:region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
diff --git a/examples/homepage/install/x86_64/terraform.tf b/examples/homepage/install/x86_64/terraform.tf
index 51dda650286..8a9b7491000 100644
--- a/examples/homepage/install/x86_64/terraform.tf
+++ b/examples/homepage/install/x86_64/terraform.tf
@@ -34,7 +34,7 @@ resource "aws_lambda_function" "test_lambda" {
role = aws_iam_role.iam_for_lambda.arn
handler = "index.test"
runtime = "python3.12"
- layers = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14"]
+ layers = ["arn:aws:lambda:{region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15"]
source_code_hash = filebase64sha256("lambda_function_payload.zip")
}
diff --git a/examples/logger/sam/template.yaml b/examples/logger/sam/template.yaml
index 0bb8134b149..7cf1062c726 100644
--- a/examples/logger/sam/template.yaml
+++ b/examples/logger/sam/template.yaml
@@ -14,7 +14,7 @@ Globals:
Layers:
# Find the latest Layer version in the official documentation
# https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
Resources:
LoggerLambdaHandlerExample:
diff --git a/examples/metrics/sam/template.yaml b/examples/metrics/sam/template.yaml
index cd61d6a4695..d193daf0578 100644
--- a/examples/metrics/sam/template.yaml
+++ b/examples/metrics/sam/template.yaml
@@ -16,7 +16,7 @@ Globals:
Layers:
# Find the latest Layer version in the official documentation
# https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
Resources:
CaptureLambdaHandlerExample:
diff --git a/examples/metrics_datadog/sam/template.yaml b/examples/metrics_datadog/sam/template.yaml
index 5e5e1bbe985..d553e6b85e0 100644
--- a/examples/metrics_datadog/sam/template.yaml
+++ b/examples/metrics_datadog/sam/template.yaml
@@ -20,7 +20,7 @@ Globals:
Layers:
# Find the latest Layer version in the official documentation
# https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
# Find the latest Layer version in the Datadog official documentation
# Datadog SDK
diff --git a/examples/tracer/sam/template.yaml b/examples/tracer/sam/template.yaml
index d000797ccaa..61ad54ed009 100644
--- a/examples/tracer/sam/template.yaml
+++ b/examples/tracer/sam/template.yaml
@@ -13,7 +13,7 @@ Globals:
Layers:
# Find the latest Layer version in the official documentation
# https://docs.powertools.aws.dev/lambda/python/latest/#lambda-layer
- - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:14
+ - !Sub arn:aws:lambda:${AWS::Region}:017000801446:layer:AWSLambdaPowertoolsPythonV3-python312-x86_64:15
Resources:
CaptureLambdaHandlerExample:
diff --git a/mkdocs.yml b/mkdocs.yml
index de566fb1f08..5930b4faadb 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -3,7 +3,7 @@ site_description: Powertools for AWS Lambda (Python)
site_author: Amazon Web Services
repo_url: https://github.com/aws-powertools/powertools-lambda-python
edit_uri: edit/develop/docs
-site_url: https://docs.powertools.aws.dev/lambda/python
+site_url: https://docs.powertools.aws.dev/lambda/python/latest
nav:
- Homepage:
@@ -39,6 +39,9 @@ nav:
- utilities/middleware_factory.md
- utilities/jmespath_functions.md
- CloudFormation Custom Resources: https://github.com/aws-cloudformation/custom-resource-helper" target="_blank
+ - Resources:
+ - "llms.txt": ./llms.txt
+ - "llms.txt (full version)": ./llms-full.txt
- Tutorial: tutorial/index.md
- Processes:
- Security: security.md
@@ -194,6 +197,41 @@ plugins:
- privacy
- git-revision-date
- search
+ - llmstxt:
+ markdown_description: Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity. It provides a suite of utilities for AWS Lambda Functions that makes tracing with AWS X-Ray, structured logging and creating custom metrics asynchronously easier.
+ full_output: llms-full.txt
+ sections:
+ Project Overview:
+ - index.md
+ - changelog.md
+ - upgrade.md
+ - roadmap.md
+ Core Utilities:
+ - core/tracer.md
+ - core/logger.md
+ - core/metrics/index.md
+ - core/metrics.md
+ - core/metrics/datadog.md
+ - core/event_handler/api_gateway.md
+ - core/event_handler/appsync.md
+ - core/event_handler/appsync_events.md
+ - core/event_handler/bedrock_agents.md
+ Utilities:
+ - utilities/parameters.md
+ - utilities/batch.md
+ - utilities/typing.md
+ - utilities/validation.md
+ - utilities/data_classes.md
+ - utilities/parser.md
+ - utilities/idempotency.md
+ - utilities/data_masking.md
+ - utilities/feature_flags.md
+ - utilities/streaming.md
+ - utilities/middleware_factory.md
+ - utilities/jmespath_functions.md
+ Tutorial:
+ - tutorial/index.md
+
- mkdocstrings:
default_handler: python
enable_inventory: true
diff --git a/noxfile.py b/noxfile.py
index 439ef5895d2..13f1126e6fd 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -33,7 +33,7 @@ def build_and_run_test(session: nox.Session, folders: list, extras: str = "") ->
"""
# Required install to execute any test
- session.install("poetry", "pytest", "pytest-mock", "pytest_socket")
+ session.install("poetry", "pytest", "pytest-mock", "pytest_socket", "pytest-asyncio")
# Powertools project folder is in the root
if extras:
diff --git a/package-lock.json b/package-lock.json
index e7dbb06416b..1e9acdbf1cf 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -11,13 +11,13 @@
"package-lock.json": "^1.0.0"
},
"devDependencies": {
- "aws-cdk": "^2.1016.0"
+ "aws-cdk": "^2.1017.1"
}
},
"node_modules/aws-cdk": {
- "version": "2.1016.0",
- "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1016.0.tgz",
- "integrity": "sha512-zdJ/tQp0iE/s8l8zLQPgdUJUHpS6KblkzdP5nOYC/NbD5OCdhS8QS7vLBkT8M7mNyZh3Ep3C+/m6NsxrurRe0A==",
+ "version": "2.1017.1",
+ "resolved": "https://registry.npmjs.org/aws-cdk/-/aws-cdk-2.1017.1.tgz",
+ "integrity": "sha512-KtDdkMhfVjDeexjpMrVoSlz2mTYI5BE/KotvJ7iFbZy1G0nkpW1ImZ54TdBefeeFmZ+8DAjU3I6nUFtymyOI1A==",
"dev": true,
"license": "Apache-2.0",
"bin": {
diff --git a/package.json b/package.json
index 83f376c2433..2a5ba6d52c0 100644
--- a/package.json
+++ b/package.json
@@ -2,7 +2,7 @@
"name": "aws-lambda-powertools-python-e2e",
"version": "1.0.0",
"devDependencies": {
- "aws-cdk": "^2.1016.0"
+ "aws-cdk": "^2.1017.1"
},
"dependencies": {
"package-lock.json": "^1.0.0"
diff --git a/poetry.lock b/poetry.lock
index a0c9909670f..75c3e373dc2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -87,18 +87,18 @@ tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" a
[[package]]
name = "aws-cdk-asset-awscli-v1"
-version = "2.2.236"
+version = "2.2.237"
description = "A library that contains the AWS CLI for use in Lambda Layers"
optional = false
python-versions = "~=3.9"
groups = ["dev"]
files = [
- {file = "aws_cdk_asset_awscli_v1-2.2.236-py3-none-any.whl", hash = "sha256:c14e64538af61d99cf37e01e65f8ba549949536052fe5a5fc8b56eaf1a0c714e"},
- {file = "aws_cdk_asset_awscli_v1-2.2.236.tar.gz", hash = "sha256:5e1c907cfc81f09c2af229ac2af3e9cbbbe8c476a50481b4097d6aa7d3e5330d"},
+ {file = "aws_cdk_asset_awscli_v1-2.2.237-py3-none-any.whl", hash = "sha256:642805ba143b35d11d5b5e80ab728db2ec8b894b2837b629ad95601e7e189e4c"},
+ {file = "aws_cdk_asset_awscli_v1-2.2.237.tar.gz", hash = "sha256:e1dd0086af180c381d3ee81eb963a1f469627763e0507982b6f2d4075446bdf4"},
]
[package.dependencies]
-jsii = ">=1.111.0,<2.0.0"
+jsii = ">=1.112.0,<2.0.0"
publication = ">=0.0.3"
typeguard = ">=2.13.3,<4.3.0"
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[[package]]
name = "aws-cdk-aws-lambda-python-alpha"
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+version = "2.200.0a0"
description = "The CDK Construct Library for AWS Lambda in Python"
optional = false
python-versions = "~=3.9"
groups = ["dev"]
files = [
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constructs = ">=10.0.0,<11.0.0"
jsii = ">=1.112.0,<2.0.0"
publication = ">=0.0.3"
@@ -218,37 +218,37 @@ typeguard = ">=2.13.3,<4.3.0"
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name = "aws-cdk-cloud-assembly-schema"
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+version = "44.1.0"
description = "Schema for the protocol between CDK framework and CDK CLI"
optional = false
-python-versions = "~=3.8"
+python-versions = "~=3.9"
groups = ["dev"]
files = [
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publication = ">=0.0.3"
typeguard = ">=2.13.3,<4.3.0"
[[package]]
name = "aws-cdk-lib"
-version = "2.196.0"
+version = "2.200.0"
description = "Version 2 of the AWS Cloud Development Kit library"
optional = false
python-versions = "~=3.9"
groups = ["dev"]
files = [
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toml = ["tomli (>=1.1.0) ; python_version < \"3.11\""]
yaml = ["PyYAML"]
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name = "boto3-stubs"
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optional = false
python-versions = ">=3.8"
groups = ["dev"]
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[[package]]
name = "datadog-lambda"
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description = "The Datadog AWS Lambda Library"
optional = false
python-versions = "<4,>=3.8.0"
groups = ["main", "dev"]
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testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
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[[package]]
name = "mdurl"
version = "0.1.2"
@@ -2502,6 +2561,23 @@ GitPython = "*"
jinja2 = "*"
mkdocs = ">=0.17"
+[[package]]
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[[package]]
name = "mkdocs-material"
version = "9.6.14"
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[[package]]
name = "mkdocstrings-python"
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description = "A Python handler for mkdocstrings."
optional = false
python-versions = ">=3.9"
groups = ["dev"]
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[[package]]
name = "pydantic"
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description = "Data validation using Python type hints"
optional = false
python-versions = ">=3.9"
groups = ["main", "dev"]
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[[package]]
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+version = "8.4.0"
description = "pytest: simple powerful testing with Python"
optional = false
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name = "pytest-asyncio"
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[[package]]
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+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+ {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"},
+ {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"},
+]
+
[[package]]
name = "stevedore"
version = "5.4.1"
@@ -4788,4 +4877,4 @@ valkey = ["valkey-glide"]
[metadata]
lock-version = "2.1"
python-versions = ">=3.9,<4.0.0"
-content-hash = "d296c8362cabbfd44a198f70de109db9fec0f82ec8ef990fbcaf17d5750c9b1e"
+content-hash = "448aafcba82950ad2277859c0e3fb4ec2920b59c1aa766d7374a371bb03a6f76"
diff --git a/provenance/3.13.1a0/multiple.intoto.jsonl b/provenance/3.13.1a0/multiple.intoto.jsonl
new file mode 100644
index 00000000000..214a7a5d290
--- /dev/null
+++ b/provenance/3.13.1a0/multiple.intoto.jsonl
@@ -0,0 +1 @@
+{"mediaType":"application/vnd.dev.sigstore.bundle.v0.3+json", 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diff --git a/pyproject.toml b/pyproject.toml
index 4e9cddf2c8a..f4776541225 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
[tool.poetry]
name = "aws_lambda_powertools"
-version = "3.12.1a8"
+version = "3.14.0"
description = "Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity."
authors = ["Amazon Web Services"]
include = ["aws_lambda_powertools/py.typed", "THIRD-PARTY-LICENSES"]
@@ -108,13 +108,13 @@ hvac = "^2.3.0"
aws-requests-auth = "^0.4.3"
urllib3 = "<2"
requests = ">=2.32.0"
-cfn-lint = "1.35.1"
+cfn-lint = "1.35.4"
mypy = "^1.1.1"
types-python-dateutil = "^2.8.19.6"
aws-cdk-aws-appsync-alpha = "^2.59.0a0"
httpx = ">=0.23.3,<0.29.0"
sentry-sdk = ">=1.22.2,<3.0.0"
-ruff = ">=0.5.1,<0.11.11"
+ruff = ">=0.5.1,<0.11.13"
retry2 = "^0.9.5"
pytest-socket = ">=0.6,<0.8"
types-redis = "^4.6.0.7"
@@ -124,6 +124,7 @@ boto3-stubs = {extras = ["appconfig", "appconfigdata", "cloudformation", "cloudw
nox = "^2024.4.15"
mkdocstrings-python = "^1.13.0"
datadog-lambda = "^6.106.0"
+mkdocs-llmstxt = "^0.2.0"
[tool.coverage.run]
source = ["aws_lambda_powertools"]
diff --git a/tests/events/bedrockAgentFunctionEvent.json b/tests/events/bedrockAgentFunctionEvent.json
new file mode 100644
index 00000000000..3e3d9fed1a8
--- /dev/null
+++ b/tests/events/bedrockAgentFunctionEvent.json
@@ -0,0 +1,32 @@
+{
+ "messageVersion": "1.0",
+ "agent": {
+ "alias": "PROD",
+ "name": "hr-assistant-function-def",
+ "version": "1",
+ "id": "1234abcd"
+ },
+ "sessionId": "123456789123458",
+ "sessionAttributes": {
+ "employeeId": "EMP123"
+ },
+ "promptSessionAttributes": {
+ "lastInteraction": "2024-02-01T15:30:00Z",
+ "requestType": "vacation"
+ },
+ "inputText": "I want to request vacation from March 15 to March 20",
+ "actionGroup": "VacationsActionGroup",
+ "function": "submitVacationRequest",
+ "parameters": [
+ {
+ "name": "start_date",
+ "type": "string",
+ "value": "2024-03-15"
+ },
+ {
+ "name": "end_date",
+ "type": "string",
+ "value": "2024-03-20"
+ }
+ ]
+}
diff --git a/tests/functional/event_handler/_pydantic/test_openapi_responses.py b/tests/functional/event_handler/_pydantic/test_openapi_responses.py
index 0ac24dcc96b..8c41651f803 100644
--- a/tests/functional/event_handler/_pydantic/test_openapi_responses.py
+++ b/tests/functional/event_handler/_pydantic/test_openapi_responses.py
@@ -218,3 +218,22 @@ def another_handler():
assert 417 in responses_with_resolver_response_validation
assert 418 not in responses_with_resolver_response_validation
assert responses_with_resolver_response_validation[417].description == "Response Validation Error"
+
+
+def test_openapi_enable_validation_disabled():
+ # GIVEN An API Gateway resolver without validation
+ app = APIGatewayRestResolver()
+
+ @app.get("/")
+ def handler():
+ pass
+
+ # WHEN we retrieve the OpenAPI schema for the application
+ schema = app.get_openapi_schema()
+ responses = schema.paths["/"].get.responses
+
+ # THE the schema should include a 200 successful response
+ # but not a 422 validation error response since validation is disabled
+ assert 200 in responses.keys()
+ assert responses[200].description == "Successful Response"
+ assert 422 not in responses.keys()
diff --git a/tests/functional/event_handler/required_dependencies/test_api_gateway.py b/tests/functional/event_handler/required_dependencies/test_api_gateway.py
index 349f220ecde..f2fc514a308 100644
--- a/tests/functional/event_handler/required_dependencies/test_api_gateway.py
+++ b/tests/functional/event_handler/required_dependencies/test_api_gateway.py
@@ -8,12 +8,15 @@
from copy import deepcopy
from decimal import Decimal
from enum import Enum
+from functools import partial
from json import JSONEncoder
from pathlib import Path
import pytest
-from aws_lambda_powertools.event_handler import content_types
+from aws_lambda_powertools.event_handler import (
+ content_types,
+)
from aws_lambda_powertools.event_handler.api_gateway import (
ALBResolver,
APIGatewayHttpResolver,
@@ -1968,3 +1971,24 @@ def opa():
# THEN body should be converted to an empty string
assert result["statusCode"] == 200
assert result["body"] == ""
+
+
+def test_api_gateway_resolver_with_custom_deserializer():
+ # GIVEN a basic API Gateway resolver
+ app = ApiGatewayResolver(json_body_deserializer=partial(json.loads, parse_float=Decimal))
+
+ @app.post("/my/path")
+ def test_handler():
+ return app.current_event.json_body
+
+ # WHEN calling the event handler
+ event = {}
+ event.update(LOAD_GW_EVENT)
+ event["body"] = '{"amount": 2.2999999999999998}'
+ event["httpMethod"] = "POST"
+
+ result = app(event, {})
+ # THEN process event correctly
+ assert result["statusCode"] == 200
+ assert result["multiValueHeaders"]["Content-Type"] == [content_types.APPLICATION_JSON]
+ assert result["body"] == '{"amount":"2.2999999999999998"}'
diff --git a/tests/functional/event_handler/required_dependencies/test_bedrock_agent_functions.py b/tests/functional/event_handler/required_dependencies/test_bedrock_agent_functions.py
new file mode 100644
index 00000000000..4719f8df110
--- /dev/null
+++ b/tests/functional/event_handler/required_dependencies/test_bedrock_agent_functions.py
@@ -0,0 +1,455 @@
+from __future__ import annotations
+
+import decimal
+import json
+
+import pytest
+
+from aws_lambda_powertools.event_handler import BedrockAgentFunctionResolver, BedrockFunctionResponse
+from aws_lambda_powertools.utilities.data_classes import BedrockAgentFunctionEvent
+from aws_lambda_powertools.warnings import PowertoolsUserWarning
+from tests.functional.utils import load_event
+
+
+class LambdaContext:
+ def __init__(self):
+ self.function_name = "test-func"
+ self.memory_limit_in_mb = 128
+ self.invoked_function_arn = "arn:aws:lambda:eu-west-1:809313241234:function:test-func"
+ self.aws_request_id = "52fdfc07-2182-154f-163f-5f0f9a621d72"
+
+ def get_remaining_time_in_millis(self) -> int:
+ return 1000
+
+
+def test_bedrock_agent_function_with_string_response():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def test_function():
+ assert isinstance(app.current_event, BedrockAgentFunctionEvent)
+ return "Hello from string"
+
+ # WHEN calling the event handler
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "test_function"
+ result = app.resolve(raw_event, {})
+
+ # THEN process event correctly with string response
+ assert result["messageVersion"] == "1.0"
+ assert result["response"]["actionGroup"] == raw_event["actionGroup"]
+ assert result["response"]["function"] == "test_function"
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps("Hello from string")
+ assert "responseState" not in result["response"]["functionResponse"]
+
+
+def test_bedrock_agent_function_with_none_response():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def none_response_function():
+ return None
+
+ # WHEN calling the event handler with a function returning None
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "none_response_function"
+ result = app.resolve(raw_event, {})
+
+ # THEN process event correctly with empty string body
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps("")
+
+
+def test_bedrock_agent_function_error_handling():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool(description="Function with error handling")
+ def error_function():
+ return BedrockFunctionResponse(
+ body="Invalid input",
+ response_state="REPROMPT",
+ session_attributes={"error": "true"},
+ )
+
+ @app.tool(description="Function that raises error")
+ def exception_function():
+ raise ValueError("Something went wrong")
+
+ # WHEN calling with explicit error response
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "error_function"
+ result = app.resolve(raw_event, {})
+
+ # THEN include REPROMPT state and session attributes
+ assert result["response"]["functionResponse"]["responseState"] == "REPROMPT"
+ assert result["sessionAttributes"] == {"error": "true"}
+
+
+def test_bedrock_agent_function_registration():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ # WHEN registering with duplicate name
+ @app.tool(name="custom", description="First registration")
+ def first_function():
+ return "first test"
+
+ # THEN a warning should be issued when registering a duplicate
+ with pytest.warns(PowertoolsUserWarning, match="Tool 'custom' already registered"):
+
+ @app.tool(name="custom", description="Second registration")
+ def second_function():
+ return "second test"
+
+ # AND the most recent function should be registered
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "custom"
+ result = app.resolve(raw_event, {})
+
+ # The second function should be used
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps("second test")
+
+
+def test_bedrock_agent_function_with_optional_fields():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool(description="Function with all optional fields")
+ def test_function():
+ return BedrockFunctionResponse(
+ body="Hello",
+ session_attributes={"userId": "123"},
+ prompt_session_attributes={"context": "test"},
+ knowledge_bases=[
+ {
+ "knowledgeBaseId": "kb1",
+ "retrievalConfiguration": {"vectorSearchConfiguration": {"numberOfResults": 5}},
+ },
+ ],
+ )
+
+ # WHEN calling the event handler
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "test_function"
+ result = app.resolve(raw_event, {})
+
+ # THEN include all optional fields in response
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps("Hello")
+ assert result["sessionAttributes"] == {"userId": "123"}
+ assert result["promptSessionAttributes"] == {"context": "test"}
+ assert result["knowledgeBasesConfiguration"][0]["knowledgeBaseId"] == "kb1"
+
+
+def test_bedrock_agent_function_invalid_event():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ # WHEN calling with invalid event
+ with pytest.raises(ValueError, match="Missing required field"):
+ app.resolve({}, {})
+
+
+def test_resolve_raises_value_error_on_missing_required_field():
+ """Test that resolve() raises ValueError when a required field is missing from the event"""
+ # GIVEN a Bedrock Agent Function resolver and an incomplete event
+ resolver = BedrockAgentFunctionResolver()
+ incomplete_event = {
+ "messageVersion": "1.0",
+ "agent": {"alias": "PROD", "name": "hr-assistant-function-def", "version": "1", "id": "1234abcd"},
+ "sessionId": "123456789123458",
+ }
+
+ # WHEN calling resolve with the incomplete event
+ # THEN a ValueError is raised with information about the missing field
+ with pytest.raises(ValueError) as excinfo:
+ resolver.resolve(incomplete_event, {})
+
+ assert "Missing required field:" in str(excinfo.value)
+
+
+def test_resolve_with_no_registered_function():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ # AND a valid event but with a non-existent function
+ raw_event = {
+ "messageVersion": "1.0",
+ "agent": {"name": "TestAgent", "id": "test-id", "alias": "test", "version": "1"},
+ "actionGroup": "test_group",
+ "function": "non_existent_function",
+ "parameters": [],
+ }
+
+ # WHEN calling resolve with a non-existent function
+ result = app.resolve(raw_event, {})
+
+ # THEN the response should contain an error message
+ assert "Error: 'non_existent_function'" in result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+
+
+@pytest.mark.parametrize("response_state", ["FAILURE", "REPROMPT", None])
+def test_bedrock_function_valid_response_states(response_state):
+ # GIVEN a valid response state
+ # WHEN creating a BedrockFunctionResponse with that state
+ # THEN no error should be raised
+ BedrockFunctionResponse(body="test", response_state=response_state)
+
+
+def test_bedrock_function_invalid_response_state():
+ # GIVEN an invalid response state
+ invalid_state = "INVALID"
+
+ # WHEN creating a BedrockFunctionResponse with an invalid state
+ # THEN ValueError should be raised with correct message
+ with pytest.raises(ValueError) as exc_info:
+ BedrockFunctionResponse(body="test", response_state=invalid_state)
+
+ # AND error message should mention valid options
+ error_message = str(exc_info.value)
+ assert "responseState must be" in error_message
+ assert "FAILURE" in error_message
+ assert "REPROMPT" in error_message
+
+
+def test_bedrock_agent_function_with_parameters():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ # Track received parameters
+ received_params = {}
+
+ @app.tool(description="Function that accepts parameters")
+ def vacation_request(start_date, end_date):
+ # Store received parameters for assertion
+ received_params["start_date"] = start_date
+ received_params["end_date"] = end_date
+ return f"Vacation request from {start_date} to {end_date} submitted"
+
+ # WHEN calling the event handler with parameters
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "vacation_request"
+ result = app.resolve(raw_event, {})
+
+ # THEN parameters should be correctly passed to the function
+ assert received_params["start_date"] == "2024-03-15"
+ assert received_params["end_date"] == "2024-03-20"
+ assert (
+ "Vacation request from 2024-03-15 to 2024-03-20 submitted"
+ in result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+ )
+
+
+def test_bedrock_agent_function_preserves_input_session_attributes():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def session_check_function():
+ # Validate that session attributes from the event are accessible
+ assert app.current_event.session_attributes.get("existingKey") == "existingValue"
+ return "Session checked"
+
+ # WHEN calling with event that has session attributes but function doesn't return any
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "session_check_function"
+ raw_event["sessionAttributes"] = {"existingKey": "existingValue"}
+ raw_event["promptSessionAttributes"] = {"promptKey": "promptValue"}
+
+ result = app.resolve(raw_event, {})
+
+ # THEN the original session attributes should be preserved in the response
+ assert result["sessionAttributes"] == {"existingKey": "existingValue"}
+ assert result["promptSessionAttributes"] == {"promptKey": "promptValue"}
+
+
+def test_bedrock_agent_function_with_invalid_parameters():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def strict_function(required_param):
+ return f"Got {required_param}"
+
+ # WHEN calling with parameters that don't match the function signature
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "strict_function"
+ raw_event["parameters"] = [
+ {"name": "wrongParam", "value": "wrong value"}, # Wrong parameter name
+ ]
+
+ # THEN function should still be called, but with no parameters
+ result = app.resolve(raw_event, {})
+
+ # Function should raise a TypeError due to missing required parameter
+ assert "Error:" in result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+
+
+def test_bedrock_agent_function_with_complex_return_type():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def complex_response():
+ # Return a complex type that needs to be converted to string
+ return {"key1": "value1", "key2": 123, "nested": {"inner": "value"}}
+
+ # WHEN calling with a complex return value
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "complex_response"
+ result = app.resolve(raw_event, {})
+
+ # THEN complex object should be converted to string representation
+ response_body = result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+ # Check that it contains the expected string representation
+
+ assert response_body == json.dumps(
+ {"key1": "value1", "key2": 123, "nested": {"inner": "value"}},
+ )
+
+
+def test_bedrock_agent_function_append_context():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool()
+ def first_function():
+ # Function that appends context and checks for its existence
+ assert app.context.get("custom_key") == "custom_value"
+ assert app.context.get("user_id") == "12345"
+ return "First function executed"
+
+ @app.tool()
+ def second_function():
+ # Function that checks context has been cleared
+ assert not hasattr(app.context, "custom_key")
+ assert not hasattr(app.context, "user_id")
+ # Add new context
+ assert app.context.get("new_key") == "new_value"
+ return "Second function executed"
+
+ # WHEN calling the first function
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "first_function"
+ app.append_context(custom_key="custom_value", user_id="12345")
+ first_result = app.resolve(raw_event, LambdaContext())
+
+ # THEN first function should have accessed the context
+ assert "First function executed" in first_result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+
+ # WHEN calling the second function
+ raw_event["function"] = "second_function"
+ app.append_context(new_key="new_value")
+ second_result = app.resolve(raw_event, LambdaContext())
+
+ # THEN second function should have accessed the context and verified it was cleared
+ assert "Second function executed" in second_result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+
+ # After all invocations, context should be empty
+ assert not hasattr(app.context, "new_key")
+
+
+def test_resolve_with_no_current_event():
+ """Test that _resolve() raises ValueError when current_event is None"""
+ # GIVEN a Bedrock Agent Function resolver with no current event
+ app = BedrockAgentFunctionResolver()
+
+ # Deliberately clear the current_event
+ app.current_event = None
+
+ # WHEN calling the internal _resolve method
+ # THEN a ValueError should be raised
+ with pytest.raises(ValueError, match="No event to process"):
+ app._resolve()
+
+
+def test_bedrock_agent_function_with_parameters_casting():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool(description="Function that accepts parameters")
+ def vacation_request(month: int, payment: float, approved: bool):
+ # Store received parameters for assertion
+ assert isinstance(month, int)
+ assert isinstance(payment, float)
+ assert isinstance(approved, bool)
+ return "Vacation request"
+
+ # WHEN calling the event handler with parameters
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "vacation_request"
+ raw_event["parameters"] = [
+ {"name": "month", "value": "3", "type": "integer"},
+ {"name": "payment", "value": "1000.5", "type": "number"},
+ {"name": "approved", "value": False, "type": "boolean"},
+ ]
+ result = app.resolve(raw_event, {})
+
+ # THEN parameters should be correctly passed to the function
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps("Vacation request")
+
+
+def test_bedrock_agent_function_with_parameters_casting_errors():
+ # GIVEN a Bedrock Agent Function resolver
+ app = BedrockAgentFunctionResolver()
+
+ @app.tool(description="Function that handles parameter casting errors")
+ def process_data(id_product: str, quantity: int, price: float, available: bool, items: list):
+ # Check that invalid values maintain their original types
+ assert isinstance(id_product, str)
+ # For invalid integer, the original string should be preserved
+ assert quantity == "invalid_number"
+ # For invalid float, the original string should be preserved
+ assert price == "not_a_price"
+ # For invalid boolean, should evaluate based on Python's bool rules
+ assert isinstance(available, bool)
+ assert not available
+ # Arrays should remain as is
+ assert isinstance(items, list)
+ return "Processed with casting errors handled"
+
+ # WHEN calling the event handler with parameters that cause casting errors
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "process_data"
+ raw_event["parameters"] = [
+ {"name": "id_product", "value": 12345, "type": "string"}, # Integer to string (should work)
+ {"name": "quantity", "value": "invalid_number", "type": "integer"}, # Will cause ValueError
+ {"name": "price", "value": "not_a_price", "type": "number"}, # Will cause ValueError
+ {"name": "available", "value": "invalid_bool", "type": "boolean"}, # Not "true"/"false"
+ {"name": "items", "value": ["item1", "item2"], "type": "array"}, # Array should remain as is
+ ]
+ result = app.resolve(raw_event, {})
+
+ # THEN parameters should be handled properly despite casting errors
+ assert result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"] == json.dumps(
+ "Processed with casting errors handled",
+ )
+
+
+def test_bedrock_agent_function_with_custom_serializer():
+ """Test BedrockAgentFunctionResolver with a custom serializer for non-standard JSON types."""
+
+ def decimal_serializer(obj):
+ if isinstance(obj, decimal.Decimal):
+ return float(obj)
+ raise TypeError(f"Object of type {type(obj)} is not JSON serializable")
+
+ # GIVEN a Bedrock Agent Function resolver with that custom serializer
+ app = BedrockAgentFunctionResolver(serializer=lambda obj: json.dumps(obj, default=decimal_serializer))
+
+ @app.tool()
+ def decimal_response():
+ # Return a response with Decimal type that standard JSON can't serialize
+ return {"price": round(decimal.Decimal("99"))}
+
+ # WHEN calling with a response containing non-standard JSON types
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["function"] = "decimal_response"
+ result = app.resolve(raw_event, {})
+
+ # THEN non-standard types should be properly serialized
+ response_body = result["response"]["functionResponse"]["responseBody"]["TEXT"]["body"]
+
+ # VERIFY that decimal was converted to float and datetime to ISO string
+ assert response_body == json.dumps({"price": 99})
diff --git a/tests/unit/data_classes/required_dependencies/test_bedrock_agent_function_event.py b/tests/unit/data_classes/required_dependencies/test_bedrock_agent_function_event.py
new file mode 100644
index 00000000000..e055c894604
--- /dev/null
+++ b/tests/unit/data_classes/required_dependencies/test_bedrock_agent_function_event.py
@@ -0,0 +1,61 @@
+from __future__ import annotations
+
+from aws_lambda_powertools.utilities.data_classes import BedrockAgentFunctionEvent
+from tests.functional.utils import load_event
+
+
+def test_bedrock_agent_function_event():
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ parsed_event = BedrockAgentFunctionEvent(raw_event)
+
+ # Test basic event properties
+ assert parsed_event.message_version == raw_event["messageVersion"]
+ assert parsed_event.session_id == raw_event["sessionId"]
+ assert parsed_event.input_text == raw_event["inputText"]
+ assert parsed_event.action_group == raw_event["actionGroup"]
+ assert parsed_event.function == raw_event["function"]
+
+ # Test agent information
+ agent = parsed_event.agent
+ raw_agent = raw_event["agent"]
+ assert agent.alias == raw_agent["alias"]
+ assert agent.name == raw_agent["name"]
+ assert agent.version == raw_agent["version"]
+ assert agent.id == raw_agent["id"]
+
+ # Test session attributes
+ assert parsed_event.session_attributes == raw_event["sessionAttributes"]
+ assert parsed_event.prompt_session_attributes == raw_event["promptSessionAttributes"]
+
+ # Test parameters
+ parameters = parsed_event.parameters
+ raw_parameters = raw_event["parameters"]
+ assert len(parameters) == len(raw_parameters)
+
+ for param, raw_param in zip(parameters, raw_parameters):
+ assert param.name == raw_param["name"]
+ assert param.type == raw_param["type"]
+ assert param.value == raw_param["value"]
+
+
+def test_bedrock_agent_function_event_minimal():
+ """Test with minimal required fields"""
+ minimal_event = {
+ "messageVersion": "1.0",
+ "agent": {
+ "alias": "PROD",
+ "name": "hr-assistant-function-def",
+ "version": "1",
+ "id": "1234abcd-56ef-78gh-90ij-klmn12345678",
+ },
+ "sessionId": "87654321-abcd-efgh-ijkl-mnop12345678",
+ "inputText": "I want to request vacation",
+ "actionGroup": "VacationsActionGroup",
+ "function": "submitVacationRequest",
+ }
+
+ parsed_event = BedrockAgentFunctionEvent(minimal_event)
+
+ assert parsed_event.session_attributes == {}
+ assert parsed_event.prompt_session_attributes == {}
+ assert parsed_event.parameters == []
diff --git a/tests/unit/parser/_pydantic/test_bedrock_agent.py b/tests/unit/parser/_pydantic/test_bedrock_agent.py
index 207318952cc..f06e68fd55c 100644
--- a/tests/unit/parser/_pydantic/test_bedrock_agent.py
+++ b/tests/unit/parser/_pydantic/test_bedrock_agent.py
@@ -1,5 +1,5 @@
from aws_lambda_powertools.utilities.parser import envelopes, parse
-from aws_lambda_powertools.utilities.parser.models import BedrockAgentEventModel
+from aws_lambda_powertools.utilities.parser.models import BedrockAgentEventModel, BedrockAgentFunctionEventModel
from tests.functional.utils import load_event
from tests.unit.parser._pydantic.schemas import MyBedrockAgentBusiness
@@ -76,3 +76,48 @@ def test_bedrock_agent_event_with_post():
assert properties[1].name == raw_properties[1]["name"]
assert properties[1].type_ == raw_properties[1]["type"]
assert properties[1].value == raw_properties[1]["value"]
+
+
+def test_bedrock_agent_function_event():
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ model = BedrockAgentFunctionEventModel(**raw_event)
+
+ assert model.message_version == raw_event["messageVersion"]
+ assert model.session_id == raw_event["sessionId"]
+ assert model.input_text == raw_event["inputText"]
+ assert model.action_group == raw_event["actionGroup"]
+ assert model.function == raw_event["function"]
+ assert model.session_attributes == {"employeeId": "EMP123"}
+ assert model.prompt_session_attributes == {"lastInteraction": "2024-02-01T15:30:00Z", "requestType": "vacation"}
+
+ agent = model.agent
+ raw_agent = raw_event["agent"]
+ assert agent.alias == raw_agent["alias"]
+ assert agent.name == raw_agent["name"]
+ assert agent.version == raw_agent["version"]
+ assert agent.id_ == raw_agent["id"]
+
+ parameters = model.parameters
+ assert parameters is not None
+ assert len(parameters) == 2
+
+ assert parameters[0].name == "start_date"
+ assert parameters[0].type_ == "string"
+ assert parameters[0].value == "2024-03-15"
+
+ assert parameters[1].name == "end_date"
+ assert parameters[1].type_ == "string"
+ assert parameters[1].value == "2024-03-20"
+
+
+def test_bedrock_agent_function_event_with_envelope():
+ raw_event = load_event("bedrockAgentFunctionEvent.json")
+ raw_event["inputText"] = '{"username": "Jane", "name": "Doe"}'
+ parsed_event: MyBedrockAgentBusiness = parse(
+ event=raw_event,
+ model=MyBedrockAgentBusiness,
+ envelope=envelopes.BedrockAgentFunctionEnvelope,
+ )
+
+ assert parsed_event.username == "Jane"
+ assert parsed_event.name == "Doe"