Merge branch 'master' into aw-review-changelog

This commit is contained in:
Pepe Fagoaga authored and GitHub committed 2026-04-10 08:32:35 +02:00
commit 708d239369
207 files changed
+25183 -13754

No files matched your search

+1 -1
View File
@@ -50,7 +50,7 @@ jobs:
- name: Check for API changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
api/**
@@ -137,18 +137,18 @@ jobs:
sed -i "s|prowler-cloud/prowler.git@master|prowler-cloud/prowler.git@${LATEST_SHA}|" api/pyproject.toml
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build and push API container for ${{ matrix.arch }}
id: container-push
if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.WORKING_DIRECTORY }}
push: true
@@ -178,7 +178,7 @@ jobs:
auth.docker.io:443
production.cloudflare.docker.com:443
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
+4 -4
View File
@@ -42,7 +42,7 @@ jobs:
- name: Check if Dockerfile changed
id: dockerfile-changed
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: api/Dockerfile
@@ -104,7 +104,7 @@ jobs:
- name: Check for API changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: api/**
files_ignore: |
@@ -115,11 +115,11 @@ jobs:
- name: Set up Docker Buildx
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build container for ${{ matrix.arch }}
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.API_WORKING_DIR }}
push: false
+1 -1
View File
@@ -53,7 +53,7 @@ jobs:
- name: Check for API changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
api/**
+1 -1
View File
@@ -99,7 +99,7 @@ jobs:
- name: Check for API changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
api/**
+1 -1
View File
@@ -46,7 +46,7 @@ jobs:
- name: Backport PR
if: steps.label_check.outputs.label_check == 'success'
uses: sorenlouv/backport-github-action@516854e7c9f962b9939085c9a92ea28411d1ae90 # v10.2.0
uses: sorenlouv/backport-github-action@9460b7102fea25466026ce806c9ebf873ac48721 # v11.0.0
with:
github_token: ${{ secrets.PROWLER_BOT_ACCESS_TOKEN }}
auto_backport_label_prefix: ${{ env.BACKPORT_LABEL_PREFIX }}
+1 -1
View File
@@ -54,7 +54,7 @@ jobs:
run: echo "files=$(find .github -name '*.yml' -o -name '*.yaml' | grep -v '\.lock\.yml$' | sort | tr '\n' ' ')" >> "$GITHUB_OUTPUT"
- name: Run zizmor
uses: zizmorcore/zizmor-action@0dce2577a4760a2749d8cfb7a84b7d5585ebcb7d # v0.5.0
uses: zizmorcore/zizmor-action@71321a20a9ded102f6e9ce5718a2fcec2c4f70d8 # v0.5.2
with:
inputs: ${{ steps.collect.outputs.files }}
token: ${{ github.token }}
+2 -2
View File
@@ -36,12 +36,12 @@ jobs:
egress-policy: audit
- name: Checkout repository
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
persist-credentials: false
- name: Set up Helm
uses: azure/setup-helm@1a275c3b69536ee54be43f2070a358922e12c8d4 # v4.3.1
uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
- name: Update chart dependencies
run: helm dependency update ${{ env.CHART_PATH }}
+2 -2
View File
@@ -29,12 +29,12 @@ jobs:
egress-policy: audit
- name: Checkout repository
uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8 # v6.0.1
uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
with:
persist-credentials: false
- name: Set up Helm
uses: azure/setup-helm@b9e51907a09c216f16ebe8536097933489208112 # v4.3.0
uses: azure/setup-helm@dda3372f752e03dde6b3237bc9431cdc2f7a02a2 # v5.0.0
- name: Set appVersion from release tag
run: |
+9 -9
View File
@@ -772,7 +772,7 @@ jobs:
SECRET_GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
- name: Upload Safe Outputs
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
with:
name: safe-output
path: ${{ env.GH_AW_SAFE_OUTPUTS }}
@@ -793,13 +793,13 @@ jobs:
await main();
- name: Upload sanitized agent output
if: always() && env.GH_AW_AGENT_OUTPUT
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
with:
name: agent-output
path: ${{ env.GH_AW_AGENT_OUTPUT }}
if-no-files-found: warn
- name: Upload engine output files
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
with:
name: agent_outputs
path: |
@@ -839,7 +839,7 @@ jobs:
- name: Upload agent artifacts
if: always()
continue-on-error: true
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
with:
name: agent-artifacts
path: |
@@ -880,7 +880,7 @@ jobs:
destination: /opt/gh-aw/actions
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
@@ -992,13 +992,13 @@ jobs:
destination: /opt/gh-aw/actions
- name: Download agent artifacts
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: agent-artifacts
path: /tmp/gh-aw/threat-detection/
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: agent-output
path: /tmp/gh-aw/threat-detection/
@@ -1071,7 +1071,7 @@ jobs:
await main();
- name: Upload threat detection log
if: always()
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
with:
name: threat-detection.log
path: /tmp/gh-aw/threat-detection/detection.log
@@ -1174,7 +1174,7 @@ jobs:
destination: /opt/gh-aw/actions
- name: Download agent output artifact
continue-on-error: true
uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0
uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
with:
name: agent-output
path: /tmp/gh-aw/safeoutputs/
@@ -123,18 +123,18 @@ jobs:
persist-credentials: false
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build and push MCP container for ${{ matrix.arch }}
id: container-push
if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.WORKING_DIRECTORY }}
push: true
@@ -173,7 +173,7 @@ jobs:
release-assets.githubusercontent.com:443
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
+4 -4
View File
@@ -42,7 +42,7 @@ jobs:
- name: Check if Dockerfile changed
id: dockerfile-changed
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: mcp_server/Dockerfile
@@ -96,7 +96,7 @@ jobs:
- name: Check for MCP changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: mcp_server/**
files_ignore: |
@@ -105,11 +105,11 @@ jobs:
- name: Set up Docker Buildx
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build MCP container for ${{ matrix.arch }}
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.MCP_WORKING_DIR }}
push: false
+1 -1
View File
@@ -45,7 +45,7 @@ jobs:
- name: Get changed files
id: changed-files
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
api/**
@@ -43,7 +43,7 @@ jobs:
- name: Get changed files
id: changed-files
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
prowler/providers/**/services/**/*.metadata.json
+1 -1
View File
@@ -39,7 +39,7 @@ jobs:
- name: Get changed files
id: changed-files
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: '**'
+1 -1
View File
@@ -380,7 +380,7 @@ jobs:
no-changelog
- name: Create draft release
uses: softprops/action-gh-release@a06a81a03ee405af7f2048a818ed3f03bbf83c7b # v2.5.0
uses: softprops/action-gh-release@153bb8e04406b158c6c84fc1615b65b24149a1fe # v2.6.1
with:
tag_name: ${{ env.PROWLER_VERSION }}
name: Prowler ${{ env.PROWLER_VERSION }}
+1 -1
View File
@@ -46,7 +46,7 @@ jobs:
- name: Check for SDK changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: ./**
files_ignore: |
@@ -197,13 +197,13 @@ jobs:
persist-credentials: false
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Login to Public ECR
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
registry: public.ecr.aws
username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
@@ -212,12 +212,12 @@ jobs:
AWS_REGION: ${{ env.AWS_REGION }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build and push SDK container for ${{ matrix.arch }}
id: container-push
if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: .
file: ${{ env.DOCKERFILE_PATH }}
@@ -252,13 +252,13 @@ jobs:
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Login to Public ECR
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
registry: public.ecr.aws
username: ${{ secrets.PUBLIC_ECR_AWS_ACCESS_KEY_ID }}
@@ -295,7 +295,7 @@ jobs:
# Push to toniblyx/prowler only for current version (latest/stable/release tags)
- name: Login to DockerHub (toniblyx)
if: needs.setup.outputs.latest_tag == 'latest'
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.TONIBLYX_DOCKERHUB_USERNAME }}
password: ${{ secrets.TONIBLYX_DOCKERHUB_PASSWORD }}
@@ -320,7 +320,7 @@ jobs:
# Re-login as prowlercloud for cleanup of intermediate tags
- name: Login to DockerHub (prowlercloud)
if: always()
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
+4 -4
View File
@@ -41,7 +41,7 @@ jobs:
- name: Check if Dockerfile changed
id: dockerfile-changed
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: Dockerfile
@@ -102,7 +102,7 @@ jobs:
- name: Check for SDK changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: ./**
files_ignore: |
@@ -127,11 +127,11 @@ jobs:
- name: Set up Docker Buildx
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build SDK container for ${{ matrix.arch }}
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: .
push: false
+1 -1
View File
@@ -44,7 +44,7 @@ jobs:
- name: Check for SDK changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files:
./**
+16 -16
View File
@@ -67,7 +67,7 @@ jobs:
- name: Check for SDK changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: ./**
files_ignore: |
@@ -109,7 +109,7 @@ jobs:
- name: Check if AWS files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-aws
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/aws/**
@@ -239,7 +239,7 @@ jobs:
- name: Check if Azure files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-azure
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/azure/**
@@ -263,7 +263,7 @@ jobs:
- name: Check if GCP files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-gcp
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/gcp/**
@@ -287,7 +287,7 @@ jobs:
- name: Check if Kubernetes files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-kubernetes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/kubernetes/**
@@ -311,7 +311,7 @@ jobs:
- name: Check if GitHub files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-github
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/github/**
@@ -335,7 +335,7 @@ jobs:
- name: Check if NHN files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-nhn
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/nhn/**
@@ -359,7 +359,7 @@ jobs:
- name: Check if M365 files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-m365
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/m365/**
@@ -383,7 +383,7 @@ jobs:
- name: Check if IaC files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-iac
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/iac/**
@@ -407,7 +407,7 @@ jobs:
- name: Check if MongoDB Atlas files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-mongodbatlas
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/mongodbatlas/**
@@ -431,7 +431,7 @@ jobs:
- name: Check if OCI files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-oraclecloud
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/oraclecloud/**
@@ -455,7 +455,7 @@ jobs:
- name: Check if OpenStack files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-openstack
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/openstack/**
@@ -479,7 +479,7 @@ jobs:
- name: Check if Google Workspace files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-googleworkspace
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/googleworkspace/**
@@ -503,7 +503,7 @@ jobs:
- name: Check if Vercel files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-vercel
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/**/vercel/**
@@ -527,7 +527,7 @@ jobs:
- name: Check if Lib files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-lib
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/lib/**
@@ -551,7 +551,7 @@ jobs:
- name: Check if Config files changed
if: steps.check-changes.outputs.any_changed == 'true'
id: changed-config
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
./prowler/config/**
+1 -1
View File
@@ -66,7 +66,7 @@ jobs:
- name: Get changed files
id: changed-files
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
- name: Setup Python
uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
@@ -127,18 +127,18 @@ jobs:
persist-credentials: false
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build and push UI container for ${{ matrix.arch }}
id: container-push
if: github.event_name == 'push' || github.event_name == 'release' || github.event_name == 'workflow_dispatch'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.WORKING_DIRECTORY }}
build-args: |
@@ -172,7 +172,7 @@ jobs:
production.cloudflare.docker.com:443
- name: Login to DockerHub
uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
with:
username: ${{ secrets.DOCKERHUB_USERNAME }}
password: ${{ secrets.DOCKERHUB_TOKEN }}
+4 -4
View File
@@ -42,7 +42,7 @@ jobs:
- name: Check if Dockerfile changed
id: dockerfile-changed
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: ui/Dockerfile
@@ -98,7 +98,7 @@ jobs:
- name: Check for UI changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: ui/**
files_ignore: |
@@ -108,11 +108,11 @@ jobs:
- name: Set up Docker Buildx
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
uses: docker/setup-buildx-action@4d04d5d9486b7bd6fa91e7baf45bbb4f8b9deedd # v4.0.0
- name: Build UI container for ${{ matrix.arch }}
if: steps.check-changes.outputs.any_changed == 'true'
uses: docker/build-push-action@10e90e3645eae34f1e60eeb005ba3a3d33f178e8 # v6.19.2
uses: docker/build-push-action@d08e5c354a6adb9ed34480a06d141179aa583294 # v7.0.0
with:
context: ${{ env.UI_WORKING_DIR }}
target: prod
+5 -5
View File
@@ -158,12 +158,12 @@ jobs:
'
- name: Setup Node.js
uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
with:
node-version: '24.13.0'
- name: Setup pnpm
uses: pnpm/action-setup@41ff72655975bd51cab0327fa583b6e92b6d3061 # v4.2.0
uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
with:
package_json_file: ui/package.json
run_install: false
@@ -172,7 +172,7 @@ jobs:
run: echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
- name: Setup pnpm and Next.js cache
uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
with:
path: |
${{ env.STORE_PATH }}
@@ -192,7 +192,7 @@ jobs:
run: pnpm run build
- name: Cache Playwright browsers
uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
id: playwright-cache
with:
path: ~/.cache/ms-playwright
@@ -259,7 +259,7 @@ jobs:
fi
- name: Upload test reports
uses: actions/upload-artifact@b7c566a772e6b6bfb58ed0dc250532a479d7789f # v6.0.0
uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7.0.0
if: failure()
with:
name: playwright-report
+6 -6
View File
@@ -49,7 +49,7 @@ jobs:
- name: Check for UI changes
id: check-changes
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
ui/**
@@ -62,7 +62,7 @@ jobs:
- name: Get changed source files for targeted tests
id: changed-source
if: steps.check-changes.outputs.any_changed == 'true'
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
ui/**/*.ts
@@ -78,7 +78,7 @@ jobs:
- name: Check for critical path changes (run all tests)
id: critical-changes
if: steps.check-changes.outputs.any_changed == 'true'
uses: tj-actions/changed-files@7dee1b0c1557f278e5c7dc244927139d78c0e22a # v47.0.4
uses: tj-actions/changed-files@22103cc46bda19c2b464ffe86db46df6922fd323 # v47.0.5
with:
files: |
ui/lib/**
@@ -90,13 +90,13 @@ jobs:
- name: Setup Node.js ${{ env.NODE_VERSION }}
if: steps.check-changes.outputs.any_changed == 'true'
uses: actions/setup-node@6044e13b5dc448c55e2357c09f80417699197238 # v6.2.0
uses: actions/setup-node@53b83947a5a98c8d113130e565377fae1a50d02f # v6.3.0
with:
node-version: ${{ env.NODE_VERSION }}
- name: Setup pnpm
if: steps.check-changes.outputs.any_changed == 'true'
uses: pnpm/action-setup@41ff72655975bd51cab0327fa583b6e92b6d3061 # v4.2.0
uses: pnpm/action-setup@fc06bc1257f339d1d5d8b3a19a8cae5388b55320 # v5.0.0
with:
package_json_file: ui/package.json
run_install: false
@@ -108,7 +108,7 @@ jobs:
- name: Setup pnpm and Next.js cache
if: steps.check-changes.outputs.any_changed == 'true'
uses: actions/cache@cdf6c1fa76f9f475f3d7449005a359c84ca0f306 # v5.0.3
uses: actions/cache@668228422ae6a00e4ad889ee87cd7109ec5666a7 # v5.0.4
with:
path: |
${{ env.STORE_PATH }}
+4 -1
View File
@@ -317,7 +317,10 @@ python prowler-cli.py -v
- **Prowler SDK**: A Python SDK designed to extend the functionality of the Prowler CLI for advanced capabilities.
- **Prowler MCP Server**: A Model Context Protocol server that provides AI tools for Lighthouse, the AI-powered security assistant. This is a critical dependency for Lighthouse functionality.
![Prowler App Architecture](docs/products/img/prowler-app-architecture.png)
![Prowler App Architecture](docs/images/products/prowler-app-architecture.png)
<!-- Diagram source: docs/images/products/prowler-app-architecture.mmd — edit there, re-render at https://mermaid.live, and replace the PNG. -->
## Prowler CLI
+6
View File
@@ -10,14 +10,19 @@ All notable changes to the **Prowler API** are documented in this file.
- Filter RBAC role lookup by `tenant_id` to prevent cross-tenant privilege leak [(#10491)](https://github.com/prowler-cloud/prowler/pull/10491)
- `VALKEY_SCHEME`, `VALKEY_USERNAME`, and `VALKEY_PASSWORD` environment variables to configure Celery broker TLS/auth connection details for Valkey/ElastiCache [(#10420)](https://github.com/prowler-cloud/prowler/pull/10420)
- `Vercel` provider support [(#10190)](https://github.com/prowler-cloud/prowler/pull/10190)
- Finding groups list and latest endpoints support `sort=delta`, ordering by `new_count` then `changed_count` so groups with the most new findings rank highest [(#10606)](https://github.com/prowler-cloud/prowler/pull/10606)
- Finding group resources endpoints (`/finding-groups/{check_id}/resources` and `/finding-groups/latest/{check_id}/resources`) now expose `finding_id` per row, pointing to the most recent matching Finding for each resource. UUIDv7 ordering guarantees `Max(finding__id)` resolves to the latest snapshot [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
- Handle CIS and CISA SCuBA compliance framework from google workspace [(#10629)](https://github.com/prowler-cloud/prowler/pull/10629)
### 🔄 Changed
- Finding groups list/latest/resources now expose `status` ∈ `{FAIL, PASS, MANUAL}` and `muted: bool` as orthogonal fields. The aggregated `status` reflects the underlying check outcome regardless of mute state, and `muted=true` signals that every finding in the group/resource is muted. New `manual_count` is exposed alongside `pass_count`/`fail_count`, plus `pass_muted_count`/`fail_muted_count`/`manual_muted_count` siblings so clients can isolate the muted half of each status. The `new_*`/`changed_*` deltas are now broken down by status and mute state via 12 new counters (`new_fail_count`, `new_fail_muted_count`, `new_pass_count`, `new_pass_muted_count`, `new_manual_count`, `new_manual_muted_count` and the matching `changed_*` set). New `filter[muted]=true|false` and `sort=status` (FAIL > PASS > MANUAL) / `sort=muted` are supported. `filter[status]=MUTED` is no longer accepted [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
- Attack Paths: Periodic cleanup of stale scans with dead-worker detection via Celery inspect, marking orphaned `EXECUTING` scans as `FAILED` and recovering `graph_data_ready` [(#10387)](https://github.com/prowler-cloud/prowler/pull/10387)
- Attack Paths: Replace `_provider_id` property with `_Provider_{uuid}` label for provider isolation, add regex-based label injection for custom queries [(#10402)](https://github.com/prowler-cloud/prowler/pull/10402)
### 🐞 Fixed
- `reaggregate_all_finding_group_summaries_task` now refreshes finding group daily summaries for every `(provider, day)` combination instead of only the latest scan per provider, matching the unbounded scope of `mute_historical_findings_task`. Mute rule operations no longer leave older daily summaries drifting from the underlying muted findings [(#10630)](https://github.com/prowler-cloud/prowler/pull/10630)
- Finding groups list/latest now apply computed status/severity filters and finding-level prefilters (delta, region, service, category, resource group, scan, resource type), plus `check_title` support for sort/filter consistency [(#10428)](https://github.com/prowler-cloud/prowler/pull/10428)
- Populate compliance data inside `check_metadata` for findings, which was always returned as `null` [(#10449)](https://github.com/prowler-cloud/prowler/pull/10449)
- 403 error for admin users listing tenants due to roles query not using the admin database connection [(#10460)](https://github.com/prowler-cloud/prowler/pull/10460)
@@ -35,6 +40,7 @@ All notable changes to the **Prowler API** are documented in this file.
- Pin all unpinned dependencies to exact versions to prevent supply chain attacks and ensure reproducible builds [(#10469)](https://github.com/prowler-cloud/prowler/pull/10469)
- `authlib` bumped from 1.6.6 to 1.6.9 to fix CVE-2026-28802 (JWT `alg: none` validation bypass) [(#10579)](https://github.com/prowler-cloud/prowler/pull/10579)
- `aiohttp` bumped from 3.13.3 to 3.13.5 to fix CVE-2026-34520 (the C parser accepted null bytes and control characters in response headers) [(#10538)](https://github.com/prowler-cloud/prowler/pull/10538)
---
+121 -121
View File
@@ -103,132 +103,132 @@ files = [
[[package]]
name = "aiohttp"
version = "3.13.3"
version = "3.13.5"
description = "Async http client/server framework (asyncio)"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7"},
{file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821"},
{file = "aiohttp-3.13.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:859bd3f2156e81dd01432f5849fc73e2243d4a487c4fd26609b1299534ee1845"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dca68018bf48c251ba17c72ed479f4dafe9dbd5a73707ad8d28a38d11f3d42af"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:fee0c6bc7db1de362252affec009707a17478a00ec69f797d23ca256e36d5940"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c048058117fd649334d81b4b526e94bde3ccaddb20463a815ced6ecbb7d11160"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:215a685b6fbbfcf71dfe96e3eba7a6f58f10da1dfdf4889c7dd856abe430dca7"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:de2c184bb1fe2cbd2cefba613e9db29a5ab559323f994b6737e370d3da0ac455"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:75ca857eba4e20ce9f546cd59c7007b33906a4cd48f2ff6ccf1ccfc3b646f279"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:81e97251d9298386c2b7dbeb490d3d1badbdc69107fb8c9299dd04eb39bddc0e"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:c0e2d366af265797506f0283487223146af57815b388623f0357ef7eac9b209d"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4e239d501f73d6db1522599e14b9b321a7e3b1de66ce33d53a765d975e9f4808"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:0db318f7a6f065d84cb1e02662c526294450b314a02bd9e2a8e67f0d8564ce40"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:bfc1cc2fe31a6026a8a88e4ecfb98d7f6b1fec150cfd708adbfd1d2f42257c29"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af71fff7bac6bb7508956696dce8f6eec2bbb045eceb40343944b1ae62b5ef11"},
{file = "aiohttp-3.13.3-cp310-cp310-win32.whl", hash = "sha256:37da61e244d1749798c151421602884db5270faf479cf0ef03af0ff68954c9dd"},
{file = "aiohttp-3.13.3-cp310-cp310-win_amd64.whl", hash = "sha256:7e63f210bc1b57ef699035f2b4b6d9ce096b5914414a49b0997c839b2bd2223c"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5b6073099fb654e0a068ae678b10feff95c5cae95bbfcbfa7af669d361a8aa6b"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cb93e166e6c28716c8c6aeb5f99dfb6d5ccf482d29fe9bf9a794110e6d0ab64"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:28e027cf2f6b641693a09f631759b4d9ce9165099d2b5d92af9bd4e197690eea"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3b61b7169ababd7802f9568ed96142616a9118dd2be0d1866e920e77ec8fa92a"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:80dd4c21b0f6237676449c6baaa1039abae86b91636b6c91a7f8e61c87f89540"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:65d2ccb7eabee90ce0503c17716fc77226be026dcc3e65cce859a30db715025b"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5b179331a481cb5529fca8b432d8d3c7001cb217513c94cd72d668d1248688a3"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d4c940f02f49483b18b079d1c27ab948721852b281f8b015c058100e9421dd1"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f9444f105664c4ce47a2a7171a2418bce5b7bae45fb610f4e2c36045d85911d3"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:694976222c711d1d00ba131904beb60534f93966562f64440d0c9d41b8cdb440"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:f33ed1a2bf1997a36661874b017f5c4b760f41266341af36febaf271d179f6d7"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e636b3c5f61da31a92bf0d91da83e58fdfa96f178ba682f11d24f31944cdd28c"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:5d2d94f1f5fcbe40838ac51a6ab5704a6f9ea42e72ceda48de5e6b898521da51"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2be0e9ccf23e8a94f6f0650ce06042cefc6ac703d0d7ab6c7a917289f2539ad4"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9af5e68ee47d6534d36791bbe9b646d2a7c7deb6fc24d7943628edfbb3581f29"},
{file = "aiohttp-3.13.3-cp311-cp311-win32.whl", hash = "sha256:a2212ad43c0833a873d0fb3c63fa1bacedd4cf6af2fee62bf4b739ceec3ab239"},
{file = "aiohttp-3.13.3-cp311-cp311-win_amd64.whl", hash = "sha256:642f752c3eb117b105acbd87e2c143de710987e09860d674e068c4c2c441034f"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b903a4dfee7d347e2d87697d0713be59e0b87925be030c9178c5faa58ea58d5c"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a45530014d7a1e09f4a55f4f43097ba0fd155089372e105e4bff4ca76cb1b168"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:27234ef6d85c914f9efeb77ff616dbf4ad2380be0cda40b4db086ffc7ddd1b7d"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d32764c6c9aafb7fb55366a224756387cd50bfa720f32b88e0e6fa45b27dcf29"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b1a6102b4d3ebc07dad44fbf07b45bb600300f15b552ddf1851b5390202ea2e3"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c014c7ea7fb775dd015b2d3137378b7be0249a448a1612268b5a90c2d81de04d"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2b8d8ddba8f95ba17582226f80e2de99c7a7948e66490ef8d947e272a93e9463"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9ae8dd55c8e6c4257eae3a20fd2c8f41edaea5992ed67156642493b8daf3cecc"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:01ad2529d4b5035578f5081606a465f3b814c542882804e2e8cda61adf5c71bf"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bb4f7475e359992b580559e008c598091c45b5088f28614e855e42d39c2f1033"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:c19b90316ad3b24c69cd78d5c9b4f3aa4497643685901185b65166293d36a00f"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:96d604498a7c782cb15a51c406acaea70d8c027ee6b90c569baa6e7b93073679"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:084911a532763e9d3dd95adf78a78f4096cd5f58cdc18e6fdbc1b58417a45423"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7a4a94eb787e606d0a09404b9c38c113d3b099d508021faa615d70a0131907ce"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:87797e645d9d8e222e04160ee32aa06bc5c163e8499f24db719e7852ec23093a"},
{file = "aiohttp-3.13.3-cp312-cp312-win32.whl", hash = "sha256:b04be762396457bef43f3597c991e192ee7da460a4953d7e647ee4b1c28e7046"},
{file = "aiohttp-3.13.3-cp312-cp312-win_amd64.whl", hash = "sha256:e3531d63d3bdfa7e3ac5e9b27b2dd7ec9df3206a98e0b3445fa906f233264c57"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5dff64413671b0d3e7d5918ea490bdccb97a4ad29b3f311ed423200b2203e01c"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:87b9aab6d6ed88235aa2970294f496ff1a1f9adcd724d800e9b952395a80ffd9"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:425c126c0dc43861e22cb1c14ba4c8e45d09516d0a3ae0a3f7494b79f5f233a3"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7f9120f7093c2a32d9647abcaf21e6ad275b4fbec5b55969f978b1a97c7c86bf"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:697753042d57f4bf7122cab985bf15d0cef23c770864580f5af4f52023a56bd6"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6de499a1a44e7de70735d0b39f67c8f25eb3d91eb3103be99ca0fa882cdd987d"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:37239e9f9a7ea9ac5bf6b92b0260b01f8a22281996da609206a84df860bc1261"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f76c1e3fe7d7c8afad7ed193f89a292e1999608170dcc9751a7462a87dfd5bc0"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fc290605db2a917f6e81b0e1e0796469871f5af381ce15c604a3c5c7e51cb730"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4021b51936308aeea0367b8f006dc999ca02bc118a0cc78c303f50a2ff6afb91"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:49a03727c1bba9a97d3e93c9f93ca03a57300f484b6e935463099841261195d3"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3d9908a48eb7416dc1f4524e69f1d32e5d90e3981e4e37eb0aa1cd18f9cfa2a4"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:2712039939ec963c237286113c68dbad80a82a4281543f3abf766d9d73228998"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:7bfdc049127717581866fa4708791220970ce291c23e28ccf3922c700740fdc0"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8057c98e0c8472d8846b9c79f56766bcc57e3e8ac7bfd510482332366c56c591"},
{file = "aiohttp-3.13.3-cp313-cp313-win32.whl", hash = "sha256:1449ceddcdbcf2e0446957863af03ebaaa03f94c090f945411b61269e2cb5daf"},
{file = "aiohttp-3.13.3-cp313-cp313-win_amd64.whl", hash = "sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:ea37047c6b367fd4bd632bff8077449b8fa034b69e812a18e0132a00fae6e808"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:6fc0e2337d1a4c3e6acafda6a78a39d4c14caea625124817420abceed36e2415"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c685f2d80bb67ca8c3837823ad76196b3694b0159d232206d1e461d3d434666f"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e377758516d262bde50c2584fc6c578af272559c409eecbdd2bae1601184d6"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:34749271508078b261c4abb1767d42b8d0c0cc9449c73a4df494777dc55f0687"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:82611aeec80eb144416956ec85b6ca45a64d76429c1ed46ae1b5f86c6e0c9a26"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2fff83cfc93f18f215896e3a190e8e5cb413ce01553901aca925176e7568963a"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bbe7d4cecacb439e2e2a8a1a7b935c25b812af7a5fd26503a66dadf428e79ec1"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b928f30fe49574253644b1ca44b1b8adbd903aa0da4b9054a6c20fc7f4092a25"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7b5e8fe4de30df199155baaf64f2fcd604f4c678ed20910db8e2c66dc4b11603"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:8542f41a62bcc58fc7f11cf7c90e0ec324ce44950003feb70640fc2a9092c32a"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:5e1d8c8b8f1d91cd08d8f4a3c2b067bfca6ec043d3ff36de0f3a715feeedf926"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:90455115e5da1c3c51ab619ac57f877da8fd6d73c05aacd125c5ae9819582aba"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:042e9e0bcb5fba81886c8b4fbb9a09d6b8a00245fd8d88e4d989c1f96c74164c"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2eb752b102b12a76ca02dff751a801f028b4ffbbc478840b473597fc91a9ed43"},
{file = "aiohttp-3.13.3-cp314-cp314-win32.whl", hash = "sha256:b556c85915d8efaed322bf1bdae9486aa0f3f764195a0fb6ee962e5c71ef5ce1"},
{file = "aiohttp-3.13.3-cp314-cp314-win_amd64.whl", hash = "sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:05861afbbec40650d8a07ea324367cb93e9e8cc7762e04dd4405df99fa65159c"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2fc82186fadc4a8316768d61f3722c230e2c1dcab4200d52d2ebdf2482e47592"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0add0900ff220d1d5c5ebbf99ed88b0c1bbf87aa7e4262300ed1376a6b13414f"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:568f416a4072fbfae453dcf9a99194bbb8bdeab718e08ee13dfa2ba0e4bebf29"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:add1da70de90a2569c5e15249ff76a631ccacfe198375eead4aadf3b8dc849dc"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:10b47b7ba335d2e9b1239fa571131a87e2d8ec96b333e68b2a305e7a98b0bae2"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3dd4dce1c718e38081c8f35f323209d4c1df7d4db4bab1b5c88a6b4d12b74587"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:34bac00a67a812570d4a460447e1e9e06fae622946955f939051e7cc895cfab8"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a19884d2ee70b06d9204b2727a7b9f983d0c684c650254679e716b0b77920632"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5f8ca7f2bb6ba8348a3614c7918cc4bb73268c5ac2a207576b7afea19d3d9f64"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:b0d95340658b9d2f11d9697f59b3814a9d3bb4b7a7c20b131df4bcef464037c0"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:a1e53262fd202e4b40b70c3aff944a8155059beedc8a89bba9dc1f9ef06a1b56"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:d60ac9663f44168038586cab2157e122e46bdef09e9368b37f2d82d354c23f72"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:90751b8eed69435bac9ff4e3d2f6b3af1f57e37ecb0fbeee59c0174c9e2d41df"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fc353029f176fd2b3ec6cfc71be166aba1936fe5d73dd1992ce289ca6647a9aa"},
{file = "aiohttp-3.13.3-cp314-cp314t-win32.whl", hash = "sha256:2e41b18a58da1e474a057b3d35248d8320029f61d70a37629535b16a0c8f3767"},
{file = "aiohttp-3.13.3-cp314-cp314t-win_amd64.whl", hash = "sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:31a83ea4aead760dfcb6962efb1d861db48c34379f2ff72db9ddddd4cda9ea2e"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:988a8c5e317544fdf0d39871559e67b6341065b87fceac641108c2096d5506b7"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9b174f267b5cfb9a7dba9ee6859cecd234e9a681841eb85068059bc867fb8f02"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:947c26539750deeaee933b000fb6517cc770bbd064bad6033f1cff4803881e43"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9ebf57d09e131f5323464bd347135a88622d1c0976e88ce15b670e7ad57e4bd6"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4ae5b5a0e1926e504c81c5b84353e7a5516d8778fbbff00429fe7b05bb25cbce"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2ba0eea45eb5cc3172dbfc497c066f19c41bac70963ea1a67d51fc92e4cf9a80"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bae5c2ed2eae26cc382020edad80d01f36cb8e746da40b292e68fec40421dc6a"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8a60e60746623925eab7d25823329941aee7242d559baa119ca2b253c88a7bd6"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:e50a2e1404f063427c9d027378472316201a2290959a295169bcf25992d04558"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:9a9dc347e5a3dc7dfdbc1f82da0ef29e388ddb2ed281bfce9dd8248a313e62b7"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:b46020d11d23fe16551466c77823df9cc2f2c1e63cc965daf67fa5eec6ca1877"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:69c56fbc1993fa17043e24a546959c0178fe2b5782405ad4559e6c13975c15e3"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:b99281b0704c103d4e11e72a76f1b543d4946fea7dd10767e7e1b5f00d4e5704"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:40c5e40ecc29ba010656c18052b877a1c28f84344825efa106705e835c28530f"},
{file = "aiohttp-3.13.3-cp39-cp39-win32.whl", hash = "sha256:56339a36b9f1fc708260c76c87e593e2afb30d26de9ae1eb445b5e051b98a7a1"},
{file = "aiohttp-3.13.3-cp39-cp39-win_amd64.whl", hash = "sha256:c6b8568a3bb5819a0ad087f16d40e5a3fb6099f39ea1d5625a3edc1e923fc538"},
{file = "aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:02222e7e233295f40e011c1b00e3b0bd451f22cf853a0304c3595633ee47da4b"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bace460460ed20614fa6bc8cb09966c0b8517b8c58ad8046828c6078d25333b5"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f546a4dc1e6a5edbb9fd1fd6ad18134550e096a5a43f4ad74acfbd834fc6670"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c86969d012e51b8e415a8c6ce96f7857d6a87d6207303ab02d5d11ef0cad2274"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b6f6cd1560c5fa427e3b6074bb24d2c64e225afbb7165008903bd42e4e33e28a"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:636bc362f0c5bbc7372bc3ae49737f9e3030dbce469f0f422c8f38079780363d"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6a7cbeb06d1070f1d14895eeeed4dac5913b22d7b456f2eb969f11f4b3993796"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bca9ef7517fd7874a1a08970ae88f497bf5c984610caa0bf40bd7e8450852b95"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:019a67772e034a0e6b9b17c13d0a8fe56ad9fb150fc724b7f3ffd3724288d9e5"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f34ecee82858e41dd217734f0c41a532bd066bcaab636ad830f03a30b2a96f2a"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:4eac02d9af4813ee289cd63a361576da36dba57f5a1ab36377bc2600db0cbb73"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4beac52e9fe46d6abf98b0176a88154b742e878fdf209d2248e99fcdf73cd297"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:c180f480207a9b2475f2b8d8bd7204e47aec952d084b2a2be58a782ffcf96074"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:2837fb92951564d6339cedae4a7231692aa9f73cbc4fb2e04263b96844e03b4e"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d9010032a0b9710f58012a1e9c222528763d860ba2ee1422c03473eab47703e7"},
{file = "aiohttp-3.13.5-cp310-cp310-win32.whl", hash = "sha256:7c4b6668b2b2b9027f209ddf647f2a4407784b5d88b8be4efcc72036f365baf9"},
{file = "aiohttp-3.13.5-cp310-cp310-win_amd64.whl", hash = "sha256:cd3db5927bf9167d5a6157ddb2f036f6b6b0ad001ac82355d43e97a4bde76d76"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7ab7229b6f9b5c1ba4910d6c41a9eb11f543eadb3f384df1b4c293f4e73d44d6"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8f14c50708bb156b3a3ca7230b3d820199d56a48e3af76fa21c2d6087190fe3d"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e7d2f8616f0ff60bd332022279011776c3ac0faa0f1b463f7bb12326fbc97a1c"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a2567b72e1ffc3ab25510db43f355b29eeada56c0a622e58dcdb19530eb0a3cb"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:fb0540c854ac9c0c5ad495908fdfd3e332d553ec731698c0e29b1877ba0d2ec6"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c9883051c6972f58bfc4ebb2116345ee2aa151178e99c3f2b2bbe2af712abd13"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2294172ce08a82fb7c7273485895de1fa1186cc8294cfeb6aef4af42ad261174"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3a807cabd5115fb55af198b98178997a5e0e57dead43eb74a93d9c07d6d4a7dc"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:aa6d0d932e0f39c02b80744273cd5c388a2d9bc07760a03164f229c8e02662f6"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:60869c7ac4aaabe7110f26499f3e6e5696eae98144735b12a9c3d9eae2b51a49"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:26d2f8546f1dfa75efa50c3488215a903c0168d253b75fba4210f57ab77a0fb8"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f1162a1492032c82f14271e831c8f4b49f2b6078f4f5fc74de2c912fa225d51d"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:8b14eb3262fad0dc2f89c1a43b13727e709504972186ff6a99a3ecaa77102b6c"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:ca9ac61ac6db4eb6c2a0cd1d0f7e1357647b638ccc92f7e9d8d133e71ed3c6ac"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7996023b2ed59489ae4762256c8516df9820f751cf2c5da8ed2fb20ee50abab3"},
{file = "aiohttp-3.13.5-cp311-cp311-win32.whl", hash = "sha256:77dfa48c9f8013271011e51c00f8ada19851f013cde2c48fca1ba5e0caf5bb06"},
{file = "aiohttp-3.13.5-cp311-cp311-win_amd64.whl", hash = "sha256:d3a4834f221061624b8887090637db9ad4f61752001eae37d56c52fddade2dc8"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:023ecba036ddd840b0b19bf195bfae970083fd7024ce1ac22e9bba90464620e9"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:15c933ad7920b7d9a20de151efcd05a6e38302cbf0e10c9b2acb9a42210a2416"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ab2899f9fa2f9f741896ebb6fa07c4c883bfa5c7f2ddd8cf2aafa86fa981b2d2"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a60eaa2d440cd4707696b52e40ed3e2b0f73f65be07fd0ef23b6b539c9c0b0b4"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:55b3bdd3292283295774ab585160c4004f4f2f203946997f49aac032c84649e9"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c2b2355dc094e5f7d45a7bb262fe7207aa0460b37a0d87027dcf21b5d890e7d5"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b38765950832f7d728297689ad78f5f2cf79ff82487131c4d26fe6ceecdc5f8e"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b18f31b80d5a33661e08c89e202edabf1986e9b49c42b4504371daeaa11b47c1"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:33add2463dde55c4f2d9635c6ab33ce154e5ecf322bd26d09af95c5f81cfa286"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:327cc432fdf1356fb4fbc6fe833ad4e9f6aacb71a8acaa5f1855e4b25910e4a9"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:7c35b0bf0b48a70b4cb4fc5d7bed9b932532728e124874355de1a0af8ec4bc88"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:df23d57718f24badef8656c49743e11a89fd6f5358fa8a7b96e728fda2abf7d3"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:02e048037a6501a5ec1f6fc9736135aec6eb8a004ce48838cb951c515f32c80b"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31cebae8b26f8a615d2b546fee45d5ffb76852ae6450e2a03f42c9102260d6fe"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:888e78eb5ca55a615d285c3c09a7a91b42e9dd6fc699b166ebd5dee87c9ccf14"},
{file = "aiohttp-3.13.5-cp312-cp312-win32.whl", hash = "sha256:8bd3ec6376e68a41f9f95f5ed170e2fcf22d4eb27a1f8cb361d0508f6e0557f3"},
{file = "aiohttp-3.13.5-cp312-cp312-win_amd64.whl", hash = "sha256:110e448e02c729bcebb18c60b9214a87ba33bac4a9fa5e9a5f139938b56c6cb1"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5029cc80718bbd545123cd8fe5d15025eccaaaace5d0eeec6bd556ad6163d61"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4bb6bf5811620003614076bdc807ef3b5e38244f9d25ca5fe888eaccea2a9832"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a84792f8631bf5a94e52d9cc881c0b824ab42717165a5579c760b830d9392ac9"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:57653eac22c6a4c13eb22ecf4d673d64a12f266e72785ab1c8b8e5940d0e8090"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5e5f7debc7a57af53fdf5c5009f9391d9f4c12867049d509bf7bb164a6e295b"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c719f65bebcdf6716f10e9eff80d27567f7892d8988c06de12bbbd39307c6e3a"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d97f93fdae594d886c5a866636397e2bcab146fd7a132fd6bb9ce182224452f8"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3df334e39d4c2f899a914f1dba283c1aadc311790733f705182998c6f7cae665"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fe6970addfea9e5e081401bcbadf865d2b6da045472f58af08427e108d618540"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7becdf835feff2f4f335d7477f121af787e3504b48b449ff737afb35869ba7bb"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:676e5651705ad5d8a70aeb8eb6936c436d8ebbd56e63436cb7dd9bb36d2a9a46"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:9b16c653d38eb1a611cc898c41e76859ca27f119d25b53c12875fd0474ae31a8"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:999802d5fa0389f58decd24b537c54aa63c01c3219ce17d1214cbda3c2b22d2d"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:ec707059ee75732b1ba130ed5f9580fe10ff75180c812bc267ded039db5128c6"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:2d6d44a5b48132053c2f6cd5c8cb14bc67e99a63594e336b0f2af81e94d5530c"},
{file = "aiohttp-3.13.5-cp313-cp313-win32.whl", hash = "sha256:329f292ed14d38a6c4c435e465f48bebb47479fd676a0411936cc371643225cc"},
{file = "aiohttp-3.13.5-cp313-cp313-win_amd64.whl", hash = "sha256:69f571de7500e0557801c0b51f4780482c0ec5fe2ac851af5a92cfce1af1cb83"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:eb4639f32fd4a9904ab8fb45bf3383ba71137f3d9d4ba25b3b3f3109977c5b8c"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:7e5dc4311bd5ac493886c63cbf76ab579dbe4641268e7c74e48e774c74b6f2be"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:756c3c304d394977519824449600adaf2be0ccee76d206ee339c5e76b70ded25"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecc26751323224cf8186efcf7fbcbc30f4e1d8c7970659daf25ad995e4032a56"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:10a75acfcf794edf9d8db50e5a7ec5fc818b2a8d3f591ce93bc7b1210df016d2"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0f7a18f258d124cd678c5fe072fe4432a4d5232b0657fca7c1847f599233c83a"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:df6104c009713d3a89621096f3e3e88cc323fd269dbd7c20afe18535094320be"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:241a94f7de7c0c3b616627aaad530fe2cb620084a8b144d3be7b6ecfe95bae3b"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c974fb66180e58709b6fc402846f13791240d180b74de81d23913abe48e96d94"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:6e27ea05d184afac78aabbac667450c75e54e35f62238d44463131bd3f96753d"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a79a6d399cef33a11b6f004c67bb07741d91f2be01b8d712d52c75711b1e07c7"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c632ce9c0b534fbe25b52c974515ed674937c5b99f549a92127c85f771a78772"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:fceedde51fbd67ee2bcc8c0b33d0126cc8b51ef3bbde2f86662bd6d5a6f10ec5"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:f92995dfec9420bb69ae629abf422e516923ba79ba4403bc750d94fb4a6c68c1"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:20ae0ff08b1f2c8788d6fb85afcb798654ae6ba0b747575f8562de738078457b"},
{file = "aiohttp-3.13.5-cp314-cp314-win32.whl", hash = "sha256:b20df693de16f42b2472a9c485e1c948ee55524786a0a34345511afdd22246f3"},
{file = "aiohttp-3.13.5-cp314-cp314-win_amd64.whl", hash = "sha256:f85c6f327bf0b8c29da7d93b1cabb6363fb5e4e160a32fa241ed2dce21b73162"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:1efb06900858bb618ff5cee184ae2de5828896c448403d51fb633f09e109be0a"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:fee86b7c4bd29bdaf0d53d14739b08a106fdda809ca5fe032a15f52fae5fe254"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:20058e23909b9e65f9da62b396b77dfa95965cbe840f8def6e572538b1d32e36"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8cf20a8d6868cb15a73cab329ffc07291ba8c22b1b88176026106ae39aa6df0f"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:330f5da04c987f1d5bdb8ae189137c77139f36bd1cb23779ca1a354a4b027800"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6f1cbf0c7926d315c3c26c2da41fd2b5d2fe01ac0e157b78caefc51a782196cf"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:53fc049ed6390d05423ba33103ded7281fe897cf97878f369a527070bd95795b"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:898703aa2667e3c5ca4c54ca36cd73f58b7a38ef87a5606414799ebce4d3fd3a"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0494a01ca9584eea1e5fbd6d748e61ecff218c51b576ee1999c23db7066417d8"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6cf81fe010b8c17b09495cbd15c1d35afbc8fb405c0c9cf4738e5ae3af1d65be"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:c564dd5f09ddc9d8f2c2d0a301cd30a79a2cc1b46dd1a73bef8f0038863d016b"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:2994be9f6e51046c4f864598fd9abeb4fba6e88f0b2152422c9666dcd4aea9c6"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:157826e2fa245d2ef46c83ea8a5faf77ca19355d278d425c29fda0beb3318037"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:a8aca50daa9493e9e13c0f566201a9006f080e7c50e5e90d0b06f53146a54500"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3b13560160d07e047a93f23aaa30718606493036253d5430887514715b67c9d9"},
{file = "aiohttp-3.13.5-cp314-cp314t-win32.whl", hash = "sha256:9a0f4474b6ea6818b41f82172d799e4b3d29e22c2c520ce4357856fced9af2f8"},
{file = "aiohttp-3.13.5-cp314-cp314t-win_amd64.whl", hash = "sha256:18a2f6c1182c51baa1d28d68fea51513cb2a76612f038853c0ad3c145423d3d9"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:347542f0ea3f95b2a955ee6656461fa1c776e401ac50ebce055a6c38454a0adf"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:178c7b5e62b454c2bc790786e6058c3cc968613b4419251b478c153a4aec32b1"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af545c2cffdb0967a96b6249e6f5f7b0d92cdfd267f9d5238d5b9ca63e8edb10"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:206b7b3ef96e4ce211754f0cd003feb28b7d81f0ad26b8d077a5d5161436067f"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ee5e86776273de1795947d17bddd6bb19e0365fd2af4289c0d2c5454b6b1d36b"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:95d14ca7abefde230f7639ec136ade282655431fd5db03c343b19dda72dd1643"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:912d4b6af530ddb1338a66229dac3a25ff11d4448be3ec3d6340583995f56031"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e999f0c88a458c836d5fb521814e92ed2172c649200336a6df514987c1488258"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:39380e12bd1f2fdab4285b6e055ad48efbaed5c836433b142ed4f5b9be71036a"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:9efcc0f11d850cefcafdd9275b9576ad3bfb539bed96807663b32ad99c4d4b88"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:147b4f501d0292077f29d5268c16bb7c864a1f054d7001c4c1812c0421ea1ed0"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:d147004fede1b12f6013a6dbb2a26a986a671a03c6ea740ddc76500e5f1c399f"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:9277145d36a01653863899c665243871434694bcc3431922c3b35c978061bdb8"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:4e704c52438f66fdd89588346183d898bb42167cf88f8b7ff1c0f9fc957c348f"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a8a4d3427e8de1312ddf309cc482186466c79895b3a139fed3259fc01dfa9a5b"},
{file = "aiohttp-3.13.5-cp39-cp39-win32.whl", hash = "sha256:6f497a6876aa4b1a102b04996ce4c1170c7040d83faa9387dd921c16e30d5c83"},
{file = "aiohttp-3.13.5-cp39-cp39-win_amd64.whl", hash = "sha256:cb979826071c0986a5f08333a36104153478ce6018c58cba7f9caddaf63d5d67"},
{file = "aiohttp-3.13.5.tar.gz", hash = "sha256:9d98cc980ecc96be6eb4c1994ce35d28d8b1f5e5208a23b421187d1209dbb7d1"},
]
[package.dependencies]
+3 -2
View File
@@ -1115,13 +1115,14 @@ class FindingGroupAggregatedComputedFilter(FilterSet):
STATUS_CHOICES = (
("FAIL", "Fail"),
("PASS", "Pass"),
("MUTED", "Muted"),
("MANUAL", "Manual"),
)
status = ChoiceFilter(method="filter_status", choices=STATUS_CHOICES)
status__in = CharInFilter(method="filter_status_in", lookup_expr="in")
severity = ChoiceFilter(method="filter_severity", choices=SeverityChoices)
severity__in = CharInFilter(method="filter_severity_in", lookup_expr="in")
muted = BooleanFilter(field_name="muted")
include_muted = BooleanFilter(method="filter_include_muted")
def filter_status(self, queryset, name, value):
@@ -1198,7 +1199,7 @@ class FindingGroupAggregatedComputedFilter(FilterSet):
if value is True:
return queryset
# include_muted=false: exclude fully-muted groups
return queryset.exclude(fail_count=0, pass_count=0, muted_count__gt=0)
return queryset.exclude(muted=True)
class ProviderSecretFilter(FilterSet):
@@ -0,0 +1,95 @@
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
("api", "0087_vercel_provider"),
]
operations = [
migrations.AddField(
model_name="findinggroupdailysummary",
name="manual_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="pass_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="fail_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="manual_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="muted",
field=models.BooleanField(default=False),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_fail_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_fail_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_pass_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_pass_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_manual_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="new_manual_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_fail_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_fail_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_pass_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_pass_muted_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_manual_count",
field=models.IntegerField(default=0),
),
migrations.AddField(
model_name="findinggroupdailysummary",
name="changed_manual_muted_count",
field=models.IntegerField(default=0),
),
]
@@ -0,0 +1,31 @@
from django.db import migrations
from tasks.tasks import backfill_finding_group_summaries_task
from api.db_router import MainRouter
from api.rls import Tenant
def trigger_backfill_task(apps, schema_editor):
"""
Re-dispatch the finding-group backfill task for every tenant so the new
`manual_count` and `muted` columns added in 0088 get populated from the
last 10 days of completed scans.
The aggregator (`aggregate_finding_group_summaries`) recomputes every
column on each call, so it back-populates the new fields without touching
the existing ones beyond a normal upsert.
"""
tenant_ids = Tenant.objects.using(MainRouter.admin_db).values_list("id", flat=True)
for tenant_id in tenant_ids:
backfill_finding_group_summaries_task.delay(tenant_id=str(tenant_id), days=10)
class Migration(migrations.Migration):
dependencies = [
("api", "0088_finding_group_status_muted_fields"),
]
operations = [
migrations.RunPython(trigger_backfill_task, migrations.RunPython.noop),
]
+32 -2
View File
@@ -1748,15 +1748,45 @@ class FindingGroupDailySummary(RowLevelSecurityProtectedModel):
# Severity stored as integer for MAX aggregation (5=critical, 4=high, etc.)
severity_order = models.SmallIntegerField(default=1)
# Finding counts
# Finding counts (inclusive of muted findings; use the `muted` flag to
# tell whether the group has any actionable findings).
pass_count = models.IntegerField(default=0)
fail_count = models.IntegerField(default=0)
manual_count = models.IntegerField(default=0)
muted_count = models.IntegerField(default=0)
# Delta counts
# Status counts restricted to muted findings, so clients can isolate the
# muted half of each status (e.g. `pass_count - pass_muted_count` gives the
# actionable PASS findings).
pass_muted_count = models.IntegerField(default=0)
fail_muted_count = models.IntegerField(default=0)
manual_muted_count = models.IntegerField(default=0)
# Whether every finding for this (provider, check, day) is muted.
muted = models.BooleanField(default=False)
# Delta counts (non-muted, kept for convenience and as a "total" view).
new_count = models.IntegerField(default=0)
changed_count = models.IntegerField(default=0)
# Delta breakdown by (status, muted) so clients can answer questions like
# "how many new failing findings appeared in this scan?" without scanning
# the underlying findings table. Mirrors the existing pass/fail/manual
# naming, with `_muted_count` siblings tracking the muted half of each
# bucket explicitly.
new_fail_count = models.IntegerField(default=0)
new_fail_muted_count = models.IntegerField(default=0)
new_pass_count = models.IntegerField(default=0)
new_pass_muted_count = models.IntegerField(default=0)
new_manual_count = models.IntegerField(default=0)
new_manual_muted_count = models.IntegerField(default=0)
changed_fail_count = models.IntegerField(default=0)
changed_fail_muted_count = models.IntegerField(default=0)
changed_pass_count = models.IntegerField(default=0)
changed_pass_muted_count = models.IntegerField(default=0)
changed_manual_count = models.IntegerField(default=0)
changed_manual_muted_count = models.IntegerField(default=0)
# Resource counts
resources_fail = models.IntegerField(default=0)
resources_total = models.IntegerField(default=0)
+343 -6
View File
@@ -15445,10 +15445,16 @@ class TestFindingGroupViewSet:
# iam_password_policy has only PASS findings
assert data[0]["attributes"]["status"] == "PASS"
def test_finding_groups_status_muted_all(
def test_finding_groups_fully_muted_group_reflects_underlying_status(
self, authenticated_client, finding_groups_fixture
):
"""Test that MUTED status returned when all findings are muted."""
"""A fully-muted group still surfaces its underlying status (no MUTED).
rds_encryption has 2 muted FAIL findings, so the group must report
status=FAIL (the orthogonal `muted` boolean signals it isn't actionable).
The status×muted breakdown lets clients answer 'how many failing
findings are muted in this group'.
"""
response = authenticated_client.get(
reverse("finding-group-list"),
{"filter[inserted_at]": TODAY, "filter[check_id]": "rds_encryption"},
@@ -15456,8 +15462,21 @@ class TestFindingGroupViewSet:
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert len(data) == 1
# rds_encryption has all muted findings
assert data[0]["attributes"]["status"] == "MUTED"
attrs = data[0]["attributes"]
assert attrs["status"] == "FAIL"
assert attrs["muted"] is True
assert attrs["fail_count"] == 2
assert attrs["fail_muted_count"] == 2
assert attrs["pass_muted_count"] == 0
assert attrs["manual_muted_count"] == 0
assert attrs["muted_count"] == 2
# Sanity: the per-status muted counts must add up to muted_count.
assert (
attrs["pass_muted_count"]
+ attrs["fail_muted_count"]
+ attrs["manual_muted_count"]
== attrs["muted_count"]
)
def test_finding_groups_status_filter(
self, authenticated_client, finding_groups_fixture
@@ -15949,7 +15968,7 @@ class TestFindingGroupViewSet:
"extra_filters",
[
{},
{"filter[muted]": "include"},
{"filter[delta]": "new"},
],
ids=["summary_path", "finding_level_path"],
)
@@ -15967,7 +15986,8 @@ class TestFindingGroupViewSet:
Parametrized to cover both aggregation paths:
- summary_path: default, uses _CheckTitleToCheckIdMixin on summaries
- finding_level_path: filter[muted]=include forces CommonFindingFilters
- finding_level_path: filter[delta]=new forces _aggregate_findings via
CommonFindingFilters (delta is finding-level, not summary-level)
"""
params = {
"filter[inserted_at]": TODAY,
@@ -16839,6 +16859,39 @@ class TestFindingGroupViewSet:
data = response.json()["data"]
assert len(data) > 0
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_sort_by_delta(
self,
authenticated_client,
finding_groups_fixture,
endpoint_name,
):
"""Sort by delta orders by new_count then changed_count (lexicographic)."""
params = {"sort": "-delta"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert len(data) > 0
def delta_key(item):
attrs = item["attributes"]
return (attrs.get("new_count", 0), attrs.get("changed_count", 0))
desc_keys = [delta_key(item) for item in data]
assert desc_keys == sorted(desc_keys, reverse=True)
# Ascending order produces the inverse arrangement
params["sort"] = "delta"
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
asc_keys = [delta_key(item) for item in response.json()["data"]]
assert asc_keys == sorted(asc_keys)
def test_finding_groups_latest_ignores_date_filters(
self, authenticated_client, finding_groups_fixture
):
@@ -16852,3 +16905,287 @@ class TestFindingGroupViewSet:
data = response.json()["data"]
# Should still return data, not filtered by the old date
assert len(data) == 5
def test_finding_groups_status_choices_no_muted(
self, authenticated_client, finding_groups_fixture
):
"""Every returned group must have status ∈ {FAIL, PASS, MANUAL}."""
response = authenticated_client.get(
reverse("finding-group-list"),
{"filter[inserted_at]": TODAY},
)
assert response.status_code == status.HTTP_200_OK
statuses = {item["attributes"]["status"] for item in response.json()["data"]}
assert statuses, "fixture should produce at least one group"
assert statuses <= {"FAIL", "PASS", "MANUAL"}
assert "MUTED" not in statuses
def test_finding_groups_serializer_exposes_muted_and_manual_count(
self, authenticated_client, finding_groups_fixture
):
"""The /finding-groups payload must expose `muted`, `manual_count` and
the per-status muted siblings (`pass_muted_count`/`fail_muted_count`/
`manual_muted_count`)."""
response = authenticated_client.get(
reverse("finding-group-list"),
{"filter[inserted_at]": TODAY, "filter[check_id]": "iam_password_policy"},
)
assert response.status_code == status.HTTP_200_OK
attrs = response.json()["data"][0]["attributes"]
assert "muted" in attrs and isinstance(attrs["muted"], bool)
assert "manual_count" in attrs and isinstance(attrs["manual_count"], int)
assert attrs["muted"] is False # iam_password_policy has only non-muted PASS
assert attrs["manual_count"] == 0
assert attrs["pass_muted_count"] == 0
assert attrs["fail_muted_count"] == 0
assert attrs["manual_muted_count"] == 0
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_filter_status_muted_is_rejected(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""`filter[status]=MUTED` is no longer a valid status value."""
params = {"filter[status]": "MUTED"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_400_BAD_REQUEST
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_filter_muted_true(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""`filter[muted]=true` returns only fully-muted groups."""
params = {"filter[muted]": "true"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
check_ids = {item["id"] for item in data}
# Only rds_encryption is fully muted in the fixture
assert check_ids == {"rds_encryption"}
assert all(item["attributes"]["muted"] is True for item in data)
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_filter_muted_false(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""`filter[muted]=false` returns only groups with actionable findings."""
params = {"filter[muted]": "false"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
check_ids = {item["id"] for item in data}
assert "rds_encryption" not in check_ids
assert check_ids == {
"s3_bucket_public_access",
"ec2_instance_public_ip",
"iam_password_policy",
"cloudtrail_enabled",
}
assert all(item["attributes"]["muted"] is False for item in data)
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_sort_by_status(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""sort=status orders by aggregated status (FAIL > PASS > MANUAL)."""
priority = {"FAIL": 3, "PASS": 2, "MANUAL": 1}
params = {"sort": "-status"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert data, "fixture should produce groups"
desc_keys = [priority[item["attributes"]["status"]] for item in data]
assert desc_keys == sorted(desc_keys, reverse=True)
params["sort"] = "status"
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
asc_keys = [
priority[item["attributes"]["status"]] for item in response.json()["data"]
]
assert asc_keys == sorted(asc_keys)
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_sort_by_muted(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""sort=muted orders by the boolean muted attribute."""
# Need include_muted=true so the fully-muted group is part of the result
params = {"sort": "-muted", "filter[include_muted]": "true"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert data, "fixture should produce groups"
muted_values = [item["attributes"]["muted"] for item in data]
# Descending boolean: True (1) before False (0)
assert muted_values == sorted(muted_values, reverse=True)
@pytest.mark.parametrize(
"endpoint_name", ["finding-group-list", "finding-group-latest"]
)
def test_finding_groups_delta_status_breakdown(
self, authenticated_client, finding_groups_fixture, endpoint_name
):
"""`new_*` and `changed_*` counters split by status and mute state.
s3_bucket_public_access has 1 new FAIL and 1 changed FAIL (both
non-muted) so the breakdown must reflect exactly that and the totals
must equal the sum of the buckets.
"""
params = {"filter[check_id]": "s3_bucket_public_access"}
if endpoint_name == "finding-group-list":
params["filter[inserted_at]"] = TODAY
response = authenticated_client.get(reverse(endpoint_name), params)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert len(data) == 1
attrs = data[0]["attributes"]
assert attrs["new_fail_count"] == 1
assert attrs["new_fail_muted_count"] == 0
assert attrs["new_pass_count"] == 0
assert attrs["new_pass_muted_count"] == 0
assert attrs["new_manual_count"] == 0
assert attrs["new_manual_muted_count"] == 0
assert attrs["changed_fail_count"] == 1
assert attrs["changed_fail_muted_count"] == 0
assert attrs["changed_pass_count"] == 0
assert attrs["changed_pass_muted_count"] == 0
assert attrs["changed_manual_count"] == 0
assert attrs["changed_manual_muted_count"] == 0
new_total = (
attrs["new_fail_count"]
+ attrs["new_fail_muted_count"]
+ attrs["new_pass_count"]
+ attrs["new_pass_muted_count"]
+ attrs["new_manual_count"]
+ attrs["new_manual_muted_count"]
)
changed_total = (
attrs["changed_fail_count"]
+ attrs["changed_fail_muted_count"]
+ attrs["changed_pass_count"]
+ attrs["changed_pass_muted_count"]
+ attrs["changed_manual_count"]
+ attrs["changed_manual_muted_count"]
)
# The non-muted variants of the breakdown must sum to the legacy
# totals (new_count/changed_count are stored as non-muted).
assert (
attrs["new_fail_count"]
+ attrs["new_pass_count"]
+ attrs["new_manual_count"]
== attrs["new_count"]
)
assert (
attrs["changed_fail_count"]
+ attrs["changed_pass_count"]
+ attrs["changed_manual_count"]
== attrs["changed_count"]
)
# And the *full* breakdown (including the muted halves) is exposed
# so clients can also count muted-only deltas without losing data.
assert new_total >= attrs["new_count"]
assert changed_total >= attrs["changed_count"]
def test_finding_groups_resources_serializer_exposes_muted(
self, authenticated_client, finding_groups_fixture
):
"""The /finding-groups/<id>/resources payload must expose `muted`."""
response = authenticated_client.get(
reverse(
"finding-group-resources",
kwargs={"pk": "rds_encryption"},
),
{"filter[inserted_at]": TODAY},
)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert data, "rds_encryption should expose its resources"
for item in data:
attrs = item["attributes"]
assert "muted" in attrs and isinstance(attrs["muted"], bool)
# rds_encryption has all muted findings
assert attrs["muted"] is True
# Status reflects the underlying check outcome (FAIL), not MUTED
assert attrs["status"] == "FAIL"
def test_finding_groups_resources_exposes_finding_id(
self, authenticated_client, finding_groups_fixture
):
"""The /resources payload exposes the most recent matching finding_id.
rds_encryption has 2 findings, one per resource. Each resource row must
report the UUID of its corresponding Finding (UUIDv7 ordering means
Max(finding__id) resolves to the latest snapshot in time).
"""
response = authenticated_client.get(
reverse(
"finding-group-resources",
kwargs={"pk": "rds_encryption"},
),
{"filter[inserted_at]": TODAY},
)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert data, "rds_encryption should expose its resources"
rds_finding_ids = {
str(f.id) for f in finding_groups_fixture if f.check_id == "rds_encryption"
}
assert rds_finding_ids, "fixture sanity"
for item in data:
attrs = item["attributes"]
assert "finding_id" in attrs
assert attrs["finding_id"] in rds_finding_ids
def test_finding_groups_latest_resources_exposes_finding_id(
self, authenticated_client, finding_groups_fixture
):
"""The /latest/.../resources payload also exposes finding_id."""
response = authenticated_client.get(
reverse(
"finding-group-latest_resources",
kwargs={"check_id": "rds_encryption"},
),
)
assert response.status_code == status.HTTP_200_OK
data = response.json()["data"]
assert data, "rds_encryption should expose its resources via /latest"
rds_finding_ids = {
str(f.id) for f in finding_groups_fixture if f.check_id == "rds_encryption"
}
for item in data:
attrs = item["attributes"]
assert "finding_id" in attrs
assert attrs["finding_id"] in rds_finding_ids
+19
View File
@@ -4185,6 +4185,7 @@ class FindingGroupSerializer(BaseSerializerV1):
check_description = serializers.CharField(required=False, allow_null=True)
severity = serializers.CharField()
status = serializers.CharField()
muted = serializers.BooleanField()
impacted_providers = serializers.ListField(
child=serializers.CharField(), required=False
)
@@ -4192,9 +4193,25 @@ class FindingGroupSerializer(BaseSerializerV1):
resources_total = serializers.IntegerField()
pass_count = serializers.IntegerField()
fail_count = serializers.IntegerField()
manual_count = serializers.IntegerField()
pass_muted_count = serializers.IntegerField()
fail_muted_count = serializers.IntegerField()
manual_muted_count = serializers.IntegerField()
muted_count = serializers.IntegerField()
new_count = serializers.IntegerField()
changed_count = serializers.IntegerField()
new_fail_count = serializers.IntegerField()
new_fail_muted_count = serializers.IntegerField()
new_pass_count = serializers.IntegerField()
new_pass_muted_count = serializers.IntegerField()
new_manual_count = serializers.IntegerField()
new_manual_muted_count = serializers.IntegerField()
changed_fail_count = serializers.IntegerField()
changed_fail_muted_count = serializers.IntegerField()
changed_pass_count = serializers.IntegerField()
changed_pass_muted_count = serializers.IntegerField()
changed_manual_count = serializers.IntegerField()
changed_manual_muted_count = serializers.IntegerField()
first_seen_at = serializers.DateTimeField(required=False, allow_null=True)
last_seen_at = serializers.DateTimeField(required=False, allow_null=True)
failing_since = serializers.DateTimeField(required=False, allow_null=True)
@@ -4214,8 +4231,10 @@ class FindingGroupResourceSerializer(BaseSerializerV1):
id = serializers.UUIDField(source="resource_id")
resource = serializers.SerializerMethodField()
provider = serializers.SerializerMethodField()
finding_id = serializers.UUIDField()
status = serializers.CharField()
severity = serializers.CharField()
muted = serializers.BooleanField()
delta = serializers.CharField(required=False, allow_null=True)
first_seen_at = serializers.DateTimeField(required=False, allow_null=True)
last_seen_at = serializers.DateTimeField(required=False, allow_null=True)
+183 -56
View File
@@ -26,10 +26,11 @@ from config.settings.social_login import (
)
from dj_rest_auth.registration.views import SocialLoginView
from django.conf import settings as django_settings
from django.contrib.postgres.aggregates import ArrayAgg, StringAgg
from django.contrib.postgres.aggregates import ArrayAgg, BoolAnd, StringAgg
from django.contrib.postgres.search import SearchQuery
from django.db import transaction
from django.db.models import (
BooleanField,
Case,
CharField,
Count,
@@ -7076,9 +7077,29 @@ class FindingGroupViewSet(BaseRLSViewSet):
severity_order=Max("severity_order"),
pass_count=Sum("pass_count"),
fail_count=Sum("fail_count"),
manual_count=Sum("manual_count"),
pass_muted_count=Sum("pass_muted_count"),
fail_muted_count=Sum("fail_muted_count"),
manual_muted_count=Sum("manual_muted_count"),
muted_count=Sum("muted_count"),
# The group is muted only if every contributing daily summary is
# itself fully muted. BoolAnd returns False as soon as one row has
# at least one actionable finding.
muted=BoolAnd("muted"),
new_count=Sum("new_count"),
changed_count=Sum("changed_count"),
new_fail_count=Sum("new_fail_count"),
new_fail_muted_count=Sum("new_fail_muted_count"),
new_pass_count=Sum("new_pass_count"),
new_pass_muted_count=Sum("new_pass_muted_count"),
new_manual_count=Sum("new_manual_count"),
new_manual_muted_count=Sum("new_manual_muted_count"),
changed_fail_count=Sum("changed_fail_count"),
changed_fail_muted_count=Sum("changed_fail_muted_count"),
changed_pass_count=Sum("changed_pass_count"),
changed_pass_muted_count=Sum("changed_pass_muted_count"),
changed_manual_count=Sum("changed_manual_count"),
changed_manual_muted_count=Sum("changed_manual_muted_count"),
resources_total=Sum("resources_total"),
resources_fail=Sum("resources_fail"),
impacted_providers_str=StringAgg(
@@ -7104,39 +7125,95 @@ class FindingGroupViewSet(BaseRLSViewSet):
output_field=IntegerField(),
)
return queryset.values("check_id").annotate(
severity_order=Max(severity_case),
pass_count=Count("id", filter=Q(status="PASS", muted=False)),
fail_count=Count("id", filter=Q(status="FAIL", muted=False)),
muted_count=Count("id", filter=Q(muted=True)),
new_count=Count("id", filter=Q(delta="new", muted=False)),
changed_count=Count("id", filter=Q(delta="changed", muted=False)),
resources_total=Count("resources__id", distinct=True),
resources_fail=Count(
"resources__id",
distinct=True,
filter=Q(status="FAIL", muted=False),
),
impacted_providers_str=StringAgg(
Cast("scan__provider__provider", CharField()),
delimiter=",",
distinct=True,
default="",
),
agg_first_seen_at=Min("first_seen_at"),
agg_last_seen_at=Max("inserted_at"),
agg_failing_since=Min(
"first_seen_at", filter=Q(status="FAIL", muted=False)
),
check_title=Coalesce(
Max(KeyTextTransform("checktitle", "check_metadata")),
Max(KeyTextTransform("CheckTitle", "check_metadata")),
Max(KeyTextTransform("Checktitle", "check_metadata")),
),
check_description=Coalesce(
Max(KeyTextTransform("description", "check_metadata")),
Max(KeyTextTransform("Description", "check_metadata")),
),
# `pass_count`, `fail_count` and `manual_count` count *every* finding
# for the check (muted or not) so the aggregated `status` reflects the
# underlying check outcome regardless of mute state. Whether the group
# is actionable is signalled by the orthogonal `muted` flag below.
return (
queryset.values("check_id")
.annotate(
severity_order=Max(severity_case),
pass_count=Count("id", filter=Q(status="PASS")),
fail_count=Count("id", filter=Q(status="FAIL")),
manual_count=Count("id", filter=Q(status="MANUAL")),
pass_muted_count=Count("id", filter=Q(status="PASS", muted=True)),
fail_muted_count=Count("id", filter=Q(status="FAIL", muted=True)),
manual_muted_count=Count("id", filter=Q(status="MANUAL", muted=True)),
muted_count=Count("id", filter=Q(muted=True)),
nonmuted_count=Count("id", filter=Q(muted=False)),
new_count=Count("id", filter=Q(delta="new", muted=False)),
changed_count=Count("id", filter=Q(delta="changed", muted=False)),
new_fail_count=Count(
"id", filter=Q(delta="new", status="FAIL", muted=False)
),
new_fail_muted_count=Count(
"id", filter=Q(delta="new", status="FAIL", muted=True)
),
new_pass_count=Count(
"id", filter=Q(delta="new", status="PASS", muted=False)
),
new_pass_muted_count=Count(
"id", filter=Q(delta="new", status="PASS", muted=True)
),
new_manual_count=Count(
"id", filter=Q(delta="new", status="MANUAL", muted=False)
),
new_manual_muted_count=Count(
"id", filter=Q(delta="new", status="MANUAL", muted=True)
),
changed_fail_count=Count(
"id", filter=Q(delta="changed", status="FAIL", muted=False)
),
changed_fail_muted_count=Count(
"id", filter=Q(delta="changed", status="FAIL", muted=True)
),
changed_pass_count=Count(
"id", filter=Q(delta="changed", status="PASS", muted=False)
),
changed_pass_muted_count=Count(
"id", filter=Q(delta="changed", status="PASS", muted=True)
),
changed_manual_count=Count(
"id", filter=Q(delta="changed", status="MANUAL", muted=False)
),
changed_manual_muted_count=Count(
"id", filter=Q(delta="changed", status="MANUAL", muted=True)
),
resources_total=Count("resources__id", distinct=True),
resources_fail=Count(
"resources__id",
distinct=True,
filter=Q(status="FAIL", muted=False),
),
impacted_providers_str=StringAgg(
Cast("scan__provider__provider", CharField()),
delimiter=",",
distinct=True,
default="",
),
agg_first_seen_at=Min("first_seen_at"),
agg_last_seen_at=Max("inserted_at"),
agg_failing_since=Min(
"first_seen_at", filter=Q(status="FAIL", muted=False)
),
check_title=Coalesce(
Max(KeyTextTransform("checktitle", "check_metadata")),
Max(KeyTextTransform("CheckTitle", "check_metadata")),
Max(KeyTextTransform("Checktitle", "check_metadata")),
),
check_description=Coalesce(
Max(KeyTextTransform("description", "check_metadata")),
Max(KeyTextTransform("Description", "check_metadata")),
),
)
.annotate(
# Group is muted only if it has zero non-muted findings.
muted=Case(
When(nonmuted_count=0, then=Value(True)),
default=Value(False),
output_field=BooleanField(),
),
)
)
def _split_computed_aggregate_filters(
@@ -7148,6 +7225,7 @@ class FindingGroupViewSet(BaseRLSViewSet):
"status__in",
"severity",
"severity__in",
"muted",
"include_muted",
}
finding_params = QueryDict(mutable=True)
@@ -7179,7 +7257,8 @@ class FindingGroupViewSet(BaseRLSViewSet):
Post-process aggregation results to add computed fields.
- Converts severity integer back to string
- Computes aggregated status (FAIL > PASS > MUTED)
- Computes aggregated status (FAIL > PASS > MANUAL); the orthogonal
``muted`` boolean is already on the row from the SQL aggregation
- Converts provider string to list
"""
results = []
@@ -7197,13 +7276,19 @@ class FindingGroupViewSet(BaseRLSViewSet):
if "agg_failing_since" in row:
row["failing_since"] = row.pop("agg_failing_since")
# Compute aggregated status
# Drop the helper count we use to derive `muted` in the
# finding-level aggregation path.
row.pop("nonmuted_count", None)
# Compute aggregated status. Counts are inclusive of muted findings,
# so the underlying check outcome surfaces even when the group is
# fully muted.
if row.get("fail_count", 0) > 0:
row["status"] = "FAIL"
elif row.get("pass_count", 0) > 0:
row["status"] = "PASS"
else:
row["status"] = "MUTED"
row["status"] = "MANUAL"
# Convert provider string to list
providers_str = row.pop("impacted_providers_str", "") or ""
@@ -7219,8 +7304,12 @@ class FindingGroupViewSet(BaseRLSViewSet):
"check_id": "check_id",
"check_title": "check_title",
"severity": "severity_order",
"status": "status_order",
"muted": "muted",
"delta": "delta_order",
"fail_count": "fail_count",
"pass_count": "pass_count",
"manual_count": "manual_count",
"muted_count": "muted_count",
"new_count": "new_count",
"changed_count": "changed_count",
@@ -7275,7 +7364,7 @@ class FindingGroupViewSet(BaseRLSViewSet):
return ordering
def _apply_aggregated_computed_filters(self, queryset, computed_params: QueryDict):
"""Apply computed filters (status/severity) on aggregated finding-group rows."""
"""Apply computed filters (status/severity/muted) on aggregated finding-group rows."""
if not computed_params:
return queryset
@@ -7284,14 +7373,16 @@ class FindingGroupViewSet(BaseRLSViewSet):
aggregated_status=Case(
When(fail_count__gt=0, then=Value("FAIL")),
When(pass_count__gt=0, then=Value("PASS")),
default=Value("MUTED"),
default=Value("MANUAL"),
output_field=CharField(),
)
)
# Exclude fully-muted groups by default unless include_muted is set
if "include_muted" not in computed_params:
queryset = queryset.exclude(fail_count=0, pass_count=0, muted_count__gt=0)
# Exclude fully-muted groups by default unless the caller has opted in
# via either `include_muted` or an explicit `muted` filter (the latter
# gives the caller direct control over the column).
if "include_muted" not in computed_params and "muted" not in computed_params:
queryset = queryset.exclude(muted=True)
filterset = FindingGroupAggregatedComputedFilter(
computed_params, queryset=queryset
@@ -7346,18 +7437,14 @@ class FindingGroupViewSet(BaseRLSViewSet):
provider_type=Max("resource__provider__provider"),
provider_uid=Max("resource__provider__uid"),
provider_alias=Max("resource__provider__alias"),
# status_order considers ALL findings (muted or not) so it
# surfaces FAIL/PASS/MANUAL based on the underlying check
# outcome. Whether the resource is actionable is signalled by
# the orthogonal `muted` flag below.
status_order=Max(
Case(
When(
finding__status="FAIL",
finding__muted=False,
then=Value(3),
),
When(
finding__status="PASS",
finding__muted=False,
then=Value(2),
),
When(finding__status="FAIL", then=Value(3)),
When(finding__status="PASS", then=Value(2)),
default=Value(1),
output_field=IntegerField(),
)
@@ -7389,6 +7476,8 @@ class FindingGroupViewSet(BaseRLSViewSet):
),
first_seen_at=Min("finding__first_seen_at"),
last_seen_at=Max("finding__inserted_at"),
# True only if every finding for this resource+check is muted.
muted=BoolAnd("finding__muted"),
# Max() on muted_reason / check_metadata is safe because
# all findings for the same resource+check share identical
# values (mute rules and metadata are applied per-check).
@@ -7396,6 +7485,12 @@ class FindingGroupViewSet(BaseRLSViewSet):
resource_group=Max(
KeyTextTransform("resourcegroup", "finding__check_metadata")
),
# Most recent matching Finding for this (resource, check):
# Finding.id is a UUIDv7 (time-ordered in its high 48 bits).
# Cast to text first because PostgreSQL has no built-in
# `max(uuid)` aggregate; on the canonical lowercase form a
# lexicographic Max() still resolves to the latest snapshot.
finding_id=Max(Cast("finding__id", output_field=CharField())),
)
.filter(resource_id__isnull=False)
)
@@ -7404,8 +7499,8 @@ class FindingGroupViewSet(BaseRLSViewSet):
_RESOURCE_SORT_ANNOTATIONS = {
"status_order": lambda: Max(
Case(
When(finding__status="FAIL", finding__muted=False, then=Value(3)),
When(finding__status="PASS", finding__muted=False, then=Value(2)),
When(finding__status="FAIL", then=Value(3)),
When(finding__status="PASS", then=Value(2)),
default=Value(1),
output_field=IntegerField(),
)
@@ -7479,7 +7574,7 @@ class FindingGroupViewSet(BaseRLSViewSet):
elif status_order == 2:
status = "PASS"
else:
status = "MUTED"
status = "MANUAL"
delta_order = row.get("delta_order", 0)
if delta_order == 2:
@@ -7507,8 +7602,12 @@ class FindingGroupViewSet(BaseRLSViewSet):
"delta": delta,
"first_seen_at": row["first_seen_at"],
"last_seen_at": row["last_seen_at"],
"muted": bool(row.get("muted", False)),
"muted_reason": row.get("muted_reason"),
"resource_group": row.get("resource_group", ""),
"finding_id": (
str(row["finding_id"]) if row.get("finding_id") else None
),
}
)
@@ -7569,7 +7668,35 @@ class FindingGroupViewSet(BaseRLSViewSet):
sort_param, self._FINDING_GROUP_SORT_MAP
)
if ordering:
aggregated_queryset = aggregated_queryset.order_by(*ordering)
# status_order is annotated on demand so groups can be sorted by
# their aggregated status (FAIL > PASS > MANUAL), mirroring the
# priority used in _post_process_aggregation. Counts are
# inclusive of muted findings, so the underlying check outcome
# surfaces even for fully muted groups.
if any(field.lstrip("-") == "status_order" for field in ordering):
aggregated_queryset = aggregated_queryset.annotate(
status_order=Case(
When(fail_count__gt=0, then=Value(3)),
When(pass_count__gt=0, then=Value(2)),
default=Value(1),
output_field=IntegerField(),
)
)
# delta_order is a virtual sort field: expand it to a
# lexicographic ordering by (new_count, changed_count) so groups
# with more new findings rank higher, with changed_count as the
# tie-breaker (preserves the "new > changed" priority used by
# the resources endpoint, but driven by the actual counters).
expanded_ordering = []
for field in ordering:
if field.lstrip("-") == "delta_order":
sign = "-" if field.startswith("-") else ""
expanded_ordering.append(f"{sign}new_count")
expanded_ordering.append(f"{sign}changed_count")
else:
expanded_ordering.append(field)
aggregated_queryset = aggregated_queryset.order_by(*expanded_ordering)
else:
aggregated_queryset = aggregated_queryset.order_by(
"-fail_count", "-severity_order", "check_id"
+11 -3
View File
@@ -32,9 +32,13 @@ from prowler.lib.outputs.compliance.cis.cis_aws import AWSCIS
from prowler.lib.outputs.compliance.cis.cis_azure import AzureCIS
from prowler.lib.outputs.compliance.cis.cis_gcp import GCPCIS
from prowler.lib.outputs.compliance.cis.cis_github import GithubCIS
from prowler.lib.outputs.compliance.cis.cis_googleworkspace import GoogleWorkspaceCIS
from prowler.lib.outputs.compliance.cis.cis_kubernetes import KubernetesCIS
from prowler.lib.outputs.compliance.cis.cis_m365 import M365CIS
from prowler.lib.outputs.compliance.cis.cis_oraclecloud import OracleCloudCIS
from prowler.lib.outputs.compliance.cisa_scuba.cisa_scuba_googleworkspace import (
GoogleWorkspaceCISASCuBA,
)
from prowler.lib.outputs.compliance.csa.csa_alibabacloud import AlibabaCloudCSA
from prowler.lib.outputs.compliance.csa.csa_aws import AWSCSA
from prowler.lib.outputs.compliance.csa.csa_azure import AzureCSA
@@ -93,7 +97,7 @@ COMPLIANCE_CLASS_MAP = {
(lambda name: name.startswith("iso27001_"), AWSISO27001),
(lambda name: name.startswith("kisa"), AWSKISAISMSP),
(lambda name: name == "prowler_threatscore_aws", ProwlerThreatScoreAWS),
(lambda name: name == "ccc_aws", CCC_AWS),
(lambda name: name.startswith("ccc_"), CCC_AWS),
(lambda name: name.startswith("c5_"), AWSC5),
(lambda name: name.startswith("csa_"), AWSCSA),
],
@@ -102,7 +106,7 @@ COMPLIANCE_CLASS_MAP = {
(lambda name: name == "mitre_attack_azure", AzureMitreAttack),
(lambda name: name.startswith("ens_"), AzureENS),
(lambda name: name.startswith("iso27001_"), AzureISO27001),
(lambda name: name == "ccc_azure", CCC_Azure),
(lambda name: name.startswith("ccc_"), CCC_Azure),
(lambda name: name == "prowler_threatscore_azure", ProwlerThreatScoreAzure),
(lambda name: name == "c5_azure", AzureC5),
(lambda name: name.startswith("csa_"), AzureCSA),
@@ -113,7 +117,7 @@ COMPLIANCE_CLASS_MAP = {
(lambda name: name.startswith("ens_"), GCPENS),
(lambda name: name.startswith("iso27001_"), GCPISO27001),
(lambda name: name == "prowler_threatscore_gcp", ProwlerThreatScoreGCP),
(lambda name: name == "ccc_gcp", CCC_GCP),
(lambda name: name.startswith("ccc_"), CCC_GCP),
(lambda name: name == "c5_gcp", GCPC5),
(lambda name: name.startswith("csa_"), GCPCSA),
],
@@ -133,6 +137,10 @@ COMPLIANCE_CLASS_MAP = {
"github": [
(lambda name: name.startswith("cis_"), GithubCIS),
],
"googleworkspace": [
(lambda name: name.startswith("cis_"), GoogleWorkspaceCIS),
(lambda name: name.startswith("cisa_scuba_"), GoogleWorkspaceCISASCuBA),
],
"iac": [
# IaC provider doesn't have specific compliance frameworks yet
# Trivy handles its own compliance checks
+83 -3
View File
@@ -1803,7 +1803,12 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
output_field=IntegerField(),
)
# Aggregate findings by check_id for this scan
# Aggregate findings by check_id for this scan.
# `pass_count`, `fail_count` and `manual_count` count *every* finding
# in this group, regardless of mute state, so the aggregated `status`
# always reflects the underlying check outcome (FAIL > PASS > MANUAL)
# even when the group is fully muted. The orthogonal `muted` flag is
# what tells whether the group has any actionable (non-muted) findings.
aggregated = (
Finding.objects.filter(
tenant_id=tenant_id,
@@ -1812,11 +1817,52 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
.values("check_id")
.annotate(
severity_order=Max(severity_case),
pass_count=Count("id", filter=Q(status="PASS", muted=False)),
fail_count=Count("id", filter=Q(status="FAIL", muted=False)),
pass_count=Count("id", filter=Q(status="PASS")),
fail_count=Count("id", filter=Q(status="FAIL")),
manual_count=Count("id", filter=Q(status="MANUAL")),
pass_muted_count=Count("id", filter=Q(status="PASS", muted=True)),
fail_muted_count=Count("id", filter=Q(status="FAIL", muted=True)),
manual_muted_count=Count("id", filter=Q(status="MANUAL", muted=True)),
muted_count=Count("id", filter=Q(muted=True)),
nonmuted_count=Count("id", filter=Q(muted=False)),
new_count=Count("id", filter=Q(delta="new", muted=False)),
changed_count=Count("id", filter=Q(delta="changed", muted=False)),
new_fail_count=Count(
"id", filter=Q(delta="new", status="FAIL", muted=False)
),
new_fail_muted_count=Count(
"id", filter=Q(delta="new", status="FAIL", muted=True)
),
new_pass_count=Count(
"id", filter=Q(delta="new", status="PASS", muted=False)
),
new_pass_muted_count=Count(
"id", filter=Q(delta="new", status="PASS", muted=True)
),
new_manual_count=Count(
"id", filter=Q(delta="new", status="MANUAL", muted=False)
),
new_manual_muted_count=Count(
"id", filter=Q(delta="new", status="MANUAL", muted=True)
),
changed_fail_count=Count(
"id", filter=Q(delta="changed", status="FAIL", muted=False)
),
changed_fail_muted_count=Count(
"id", filter=Q(delta="changed", status="FAIL", muted=True)
),
changed_pass_count=Count(
"id", filter=Q(delta="changed", status="PASS", muted=False)
),
changed_pass_muted_count=Count(
"id", filter=Q(delta="changed", status="PASS", muted=True)
),
changed_manual_count=Count(
"id", filter=Q(delta="changed", status="MANUAL", muted=False)
),
changed_manual_muted_count=Count(
"id", filter=Q(delta="changed", status="MANUAL", muted=True)
),
resources_total=Count("resources__id", distinct=True),
resources_fail=Count(
"resources__id",
@@ -1895,9 +1941,26 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
severity_order=row["severity_order"] or 1,
pass_count=row["pass_count"],
fail_count=row["fail_count"],
manual_count=row["manual_count"],
pass_muted_count=row["pass_muted_count"],
fail_muted_count=row["fail_muted_count"],
manual_muted_count=row["manual_muted_count"],
muted_count=row["muted_count"],
muted=row["nonmuted_count"] == 0,
new_count=row["new_count"],
changed_count=row["changed_count"],
new_fail_count=row["new_fail_count"],
new_fail_muted_count=row["new_fail_muted_count"],
new_pass_count=row["new_pass_count"],
new_pass_muted_count=row["new_pass_muted_count"],
new_manual_count=row["new_manual_count"],
new_manual_muted_count=row["new_manual_muted_count"],
changed_fail_count=row["changed_fail_count"],
changed_fail_muted_count=row["changed_fail_muted_count"],
changed_pass_count=row["changed_pass_count"],
changed_pass_muted_count=row["changed_pass_muted_count"],
changed_manual_count=row["changed_manual_count"],
changed_manual_muted_count=row["changed_manual_muted_count"],
resources_total=row["resources_total"],
resources_fail=row["resources_fail"],
first_seen_at=row["agg_first_seen_at"],
@@ -1917,9 +1980,26 @@ def aggregate_finding_group_summaries(tenant_id: str, scan_id: str):
"severity_order",
"pass_count",
"fail_count",
"manual_count",
"pass_muted_count",
"fail_muted_count",
"manual_muted_count",
"muted_count",
"muted",
"new_count",
"changed_count",
"new_fail_count",
"new_fail_muted_count",
"new_pass_count",
"new_pass_muted_count",
"new_manual_count",
"new_manual_muted_count",
"changed_fail_count",
"changed_fail_muted_count",
"changed_pass_count",
"changed_pass_muted_count",
"changed_manual_count",
"changed_manual_muted_count",
"resources_total",
"resources_fail",
"first_seen_at",
+36 -13
View File
@@ -771,26 +771,49 @@ def aggregate_finding_group_summaries_task(tenant_id: str, scan_id: str):
)
@set_tenant(keep_tenant=True)
def reaggregate_all_finding_group_summaries_task(tenant_id: str):
"""Reaggregate finding group summaries for all providers' latest completed scans."""
latest_scan_ids = list(
Scan.objects.filter(tenant_id=tenant_id, state=StateChoices.COMPLETED)
.order_by("provider_id", "-completed_at", "-inserted_at")
.distinct("provider_id")
.values_list("id", flat=True)
"""Reaggregate finding group summaries for every (provider, day) combination.
Mirrors the unbounded scope of `mute_historical_findings_task`: that task
rewrites every Finding row whose UID matches a mute rule, with no time
limit. To keep the daily summaries consistent with that update, this task
re-runs the aggregator on the latest completed scan of every (provider,
day) pair that exists in the database. Tasks are dispatched in parallel
via a Celery group so the wallclock scales with the worker pool, not with
the number of pairs.
"""
completed_scans = list(
Scan.objects.filter(
tenant_id=tenant_id,
state=StateChoices.COMPLETED,
completed_at__isnull=False,
)
.order_by("-completed_at")
.values("id", "completed_at", "provider_id")
)
if latest_scan_ids:
# Keep the latest scan per (provider, day) pair so the daily summary row
# the aggregator writes is the most recent snapshot of that day for that
# provider. Iterating from most recent to oldest means the first scan we
# see for a given key wins.
latest_scans: dict[tuple, str] = {}
for scan in completed_scans:
key = (scan["provider_id"], scan["completed_at"].date())
if key not in latest_scans:
latest_scans[key] = str(scan["id"])
scan_ids = list(latest_scans.values())
if scan_ids:
logger.info(
"Reaggregating finding group summaries for %d scans: %s",
len(latest_scan_ids),
latest_scan_ids,
"Reaggregating finding group summaries for %d scans (provider x day)",
len(scan_ids),
)
group(
aggregate_finding_group_summaries_task.si(
tenant_id=tenant_id, scan_id=str(scan_id)
tenant_id=tenant_id, scan_id=scan_id
)
for scan_id in latest_scan_ids
for scan_id in scan_ids
).apply_async()
return {"scans_reaggregated": len(latest_scan_ids)}
return {"scans_reaggregated": len(scan_ids)}
@shared_task(base=RLSTask, name="lighthouse-connection-check")
+73 -12
View File
@@ -1,6 +1,6 @@
import uuid
from contextlib import contextmanager
from datetime import datetime, timezone
from datetime import datetime, timedelta, timezone
from unittest.mock import MagicMock, patch
import openai
@@ -2362,35 +2362,96 @@ class TestReaggregateAllFindingGroupSummaries:
@patch("tasks.tasks.group")
@patch("tasks.tasks.aggregate_finding_group_summaries_task")
@patch("tasks.tasks.Scan.objects.filter")
def test_dispatches_subtasks_for_each_provider(
def test_dispatches_subtasks_for_each_provider_per_day(
self, mock_scan_filter, mock_agg_task, mock_group
):
scan_id_1 = uuid.uuid4()
scan_id_2 = uuid.uuid4()
provider_id_1 = uuid.uuid4()
provider_id_2 = uuid.uuid4()
scan_id_today_p1 = uuid.uuid4()
scan_id_yesterday_p1 = uuid.uuid4()
scan_id_today_p2 = uuid.uuid4()
today = datetime.now(tz=timezone.utc)
yesterday = today - timedelta(days=1)
mock_group_result = MagicMock()
mock_group.side_effect = lambda gen: (list(gen), mock_group_result)[1]
mock_scan_filter.return_value.order_by.return_value.distinct.return_value.values_list.return_value = [
scan_id_1,
scan_id_2,
mock_scan_filter.return_value.order_by.return_value.values.return_value = [
{
"id": scan_id_today_p1,
"completed_at": today,
"provider_id": provider_id_1,
},
{
"id": scan_id_today_p2,
"completed_at": today,
"provider_id": provider_id_2,
},
{
"id": scan_id_yesterday_p1,
"completed_at": yesterday,
"provider_id": provider_id_1,
},
]
result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
assert result == {"scans_reaggregated": 2}
assert mock_agg_task.si.call_count == 2
assert result == {"scans_reaggregated": 3}
assert mock_agg_task.si.call_count == 3
mock_agg_task.si.assert_any_call(
tenant_id=self.tenant_id, scan_id=str(scan_id_1)
tenant_id=self.tenant_id, scan_id=str(scan_id_today_p1)
)
mock_agg_task.si.assert_any_call(
tenant_id=self.tenant_id, scan_id=str(scan_id_2)
tenant_id=self.tenant_id, scan_id=str(scan_id_today_p2)
)
mock_agg_task.si.assert_any_call(
tenant_id=self.tenant_id, scan_id=str(scan_id_yesterday_p1)
)
mock_group_result.apply_async.assert_called_once()
@patch("tasks.tasks.group")
@patch("tasks.tasks.aggregate_finding_group_summaries_task")
@patch("tasks.tasks.Scan.objects.filter")
def test_dedupes_scans_to_latest_per_provider_per_day(
self, mock_scan_filter, mock_agg_task, mock_group
):
"""When several scans run on the same day for the same provider, only
the latest one is dispatched (matching the daily summary unique key)."""
provider_id = uuid.uuid4()
latest_scan_today = uuid.uuid4()
earlier_scan_today = uuid.uuid4()
today_late = datetime.now(tz=timezone.utc)
today_early = today_late - timedelta(hours=4)
mock_group_result = MagicMock()
mock_group.side_effect = lambda gen: (list(gen), mock_group_result)[1]
# Returned ordered by `-completed_at`, so the most recent comes first.
mock_scan_filter.return_value.order_by.return_value.values.return_value = [
{
"id": latest_scan_today,
"completed_at": today_late,
"provider_id": provider_id,
},
{
"id": earlier_scan_today,
"completed_at": today_early,
"provider_id": provider_id,
},
]
result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
assert result == {"scans_reaggregated": 1}
mock_agg_task.si.assert_called_once_with(
tenant_id=self.tenant_id, scan_id=str(latest_scan_today)
)
mock_group_result.apply_async.assert_called_once()
@patch("tasks.tasks.group")
@patch("tasks.tasks.Scan.objects.filter")
def test_no_completed_scans_skips_dispatch(self, mock_scan_filter, mock_group):
mock_scan_filter.return_value.order_by.return_value.distinct.return_value.values_list.return_value = []
mock_scan_filter.return_value.order_by.return_value.values.return_value = []
result = reaggregate_all_finding_group_summaries_task(tenant_id=self.tenant_id)
+2
View File
@@ -163,6 +163,8 @@ These resources help ensure that AI-assisted contributions maintain consistency
All dependencies are listed in the `pyproject.toml` file.
The SDK keeps direct dependencies pinned to exact versions, while `poetry.lock` records the full resolved dependency tree and the artifact hashes for every package. Use `poetry install` from the lock file instead of ad-hoc `pip` installs when you need a reproducible environment.
For proper code documentation, refer to the following and follow the code documentation practices presented there: [Google Python Style Guide - Comments and Docstrings](https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings).
<Note>
+29
View File
@@ -750,6 +750,35 @@ def init_parser(self):
# More arguments for the provider.
```
##### Sensitive CLI Arguments
CLI flags that accept secrets (tokens, passwords, API keys) require special handling to protect credentials from leaking in HTML output and process listings:
1. **Use `nargs="?"` with `default=None`** so the flag works both with and without an inline value. This allows the provider to fall back to an environment variable when no value is passed.
2. **Add a `SENSITIVE_ARGUMENTS` frozenset** at the top of the `arguments.py` file listing every flag that accepts secret values:
```python
SENSITIVE_ARGUMENTS = frozenset({"--your-provider-password", "--your-provider-token"})
```
Prowler automatically discovers these frozensets and uses them to redact values in HTML output and warn users who pass secrets directly on the command line.
3. **Document the environment variable** in the `help` text so users know the recommended alternative:
```python
<provider_name>_parser.add_argument(
"--your-provider-password",
nargs="?",
default=None,
metavar="PASSWORD",
help="Password for authentication. We recommend using the YOUR_PROVIDER_PASSWORD environment variable instead.",
)
```
<Warning>
Do not add new arguments that require passing secrets as CLI values without an environment variable fallback. Prowler CLI warns users when sensitive flags receive explicit values on the command line.
</Warning>
#### Step 5: Implement Mutelist
**Explanation:**
+1
View File
@@ -98,6 +98,7 @@
]
},
"user-guide/tutorials/prowler-app-rbac",
"user-guide/tutorials/prowler-app-multi-tenant",
"user-guide/tutorials/prowler-app-api-keys",
"user-guide/tutorials/prowler-app-import-findings",
{
Binary file not shown.

Before

Width:  |  Height:  |  Size: 192 KiB

@@ -11,16 +11,19 @@ Prowler App is a web application that simplifies running Prowler. It provides:
## Components
Prowler App consists of three main components:
Prowler App consists of four main components:
- **Prowler UI**: User-friendly web interface for running Prowler and viewing results, powered by Next.js
- **Prowler API**: Backend API that executes Prowler scans and stores results, built with Django REST Framework
- **Prowler SDK**: Python SDK that integrates with Prowler CLI for advanced functionality
- **Prowler MCP Server**: Model Context Protocol server that exposes AI tools for Lighthouse, the AI-powered security assistant. Required dependency for Lighthouse.
Supporting infrastructure includes:
- **PostgreSQL**: Persistent storage of scan results
- **Celery Workers**: Asynchronous execution of Prowler scans
- **Celery Beat (API Scheduler)**: Schedules recurring scans and enqueues jobs on the broker
- **Valkey**: In-memory database serving as message broker for Celery workers
- **Neo4j**: Graph database used by the Attack Paths feature to combine cloud inventory with Prowler findings (currently populated by AWS scans)
![Prowler App Architecture](/images/products/prowler-app-architecture.png)
@@ -0,0 +1,37 @@
flowchart TB
user([User / Security Team])
cli([Prowler CLI])
subgraph APP["Prowler App"]
ui["Prowler UI<br/>(Next.js)"]
api["Prowler API<br/>(Django REST Framework)"]
worker["API Worker<br/>(Celery)"]
beat["API Scheduler<br/>(Celery Beat)"]
mcp["Prowler MCP Server<br/>(Lighthouse AI tools)"]
end
sdk["Prowler SDK<br/>(Python)"]
subgraph DATA["Data Layer"]
pg[("PostgreSQL")]
valkey[("Valkey / Redis")]
neo4j[("Neo4j")]
end
providers["Providers"]
user --> ui
user --> cli
ui -->|REST| api
api --> pg
api --> valkey
beat -->|enqueue jobs| valkey
valkey -->|dispatch| worker
worker --> pg
worker -->|Attack Paths| neo4j
worker -->|invokes| sdk
cli --> sdk
api -. AI tools .-> mcp
mcp -. context .-> api
sdk --> providers
Binary file not shown.

Before

Width:  |  Height:  |  Size: 192 KiB

After

Width:  |  Height:  |  Size: 268 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 148 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 81 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 78 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 90 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 37 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 14 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 36 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 23 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 13 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 100 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 71 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 14 KiB

+49 -21
View File
@@ -21,29 +21,57 @@
## Supported Providers
The supported providers right now are:
Prowler supports a wide range of providers organized by category:
| Provider | Support | Audit Scope/Entities | Interface |
| -------------------------------------------------------------------------------- | ---------- | ---------------------------- | ------------ |
| [AWS](/user-guide/providers/aws/getting-started-aws) | Official | Accounts | UI, API, CLI |
| [Azure](/user-guide/providers/azure/getting-started-azure) | Official | Subscriptions | UI, API, CLI |
| [Google Cloud](/user-guide/providers/gcp/getting-started-gcp) | Official | Projects | UI, API, CLI |
| [Kubernetes](/user-guide/providers/kubernetes/getting-started-k8s) | Official | Clusters | UI, API, CLI |
| [M365](/user-guide/providers/microsoft365/getting-started-m365) | Official | Tenants | UI, API, CLI |
| [Github](/user-guide/providers/github/getting-started-github) | Official | Organizations / Repositories | UI, API, CLI |
| [Oracle Cloud](/user-guide/providers/oci/getting-started-oci) | Official | Tenancies / Compartments | UI, API, CLI |
| [Alibaba Cloud](/user-guide/providers/alibabacloud/getting-started-alibabacloud) | Official | Accounts | UI, API, CLI |
| [Cloudflare](/user-guide/providers/cloudflare/getting-started-cloudflare) | Official | Accounts | UI, API, CLI |
| [Infra as Code](/user-guide/providers/iac/getting-started-iac) | Official | Repositories | UI, API, CLI |
| [MongoDB Atlas](/user-guide/providers/mongodbatlas/getting-started-mongodbatlas) | Official | Organizations | UI, API, CLI |
| [OpenStack](/user-guide/providers/openstack/getting-started-openstack) | Official | Projects | UI, API, CLI |
| [Vercel](/user-guide/providers/vercel/getting-started-vercel) | Official | Teams / Projects | CLI |
| [LLM](/user-guide/providers/llm/getting-started-llm) | Official | Models | CLI |
| [Image](/user-guide/providers/image/getting-started-image) | Official | Container Images | CLI, API |
| [Google Workspace](/user-guide/providers/googleworkspace/getting-started-googleworkspace) | Official | Domains | CLI |
| **NHN** | Unofficial | Tenants | CLI |
### Cloud Service Providers (Infrastructure)
For more information about the checks and compliance of each provider visit [Prowler Hub](https://hub.prowler.com).
| Provider | Support | Audit Scope/Entities | Interface |
| -------------------------------------------------------------------------------- | ---------- | ------------------------ | ------------ |
| [Alibaba Cloud](/user-guide/providers/alibabacloud/getting-started-alibabacloud) | Official | Accounts | UI, API, CLI |
| [AWS](/user-guide/providers/aws/getting-started-aws) | Official | Accounts | UI, API, CLI |
| [Azure](/user-guide/providers/azure/getting-started-azure) | Official | Subscriptions | UI, API, CLI |
| [Cloudflare](/user-guide/providers/cloudflare/getting-started-cloudflare) | Official | Accounts | UI, API, CLI |
| [Google Cloud](/user-guide/providers/gcp/getting-started-gcp) | Official | Projects | UI, API, CLI |
| **NHN** | Unofficial | Tenants | CLI |
| [OpenStack](/user-guide/providers/openstack/getting-started-openstack) | Official | Projects | UI, API, CLI |
| [Oracle Cloud](/user-guide/providers/oci/getting-started-oci) | Official | Tenancies / Compartments | UI, API, CLI |
### Infrastructure as Code Providers
| Provider | Support | Audit Scope/Entities | Interface |
| --------------------------------------------------------------------- | -------- | -------------------- | ------------ |
| [Infra as Code](/user-guide/providers/iac/getting-started-iac) | Official | Repositories | UI, API, CLI |
### Software as a Service (SaaS) Providers
| Provider | Support | Audit Scope/Entities | Interface |
| ----------------------------------------------------------------------------------------- | -------- | ---------------------------- | ------------ |
| [GitHub](/user-guide/providers/github/getting-started-github) | Official | Organizations / Repositories | UI, API, CLI |
| [Google Workspace](/user-guide/providers/googleworkspace/getting-started-googleworkspace) | Official | Domains | CLI |
| [LLM](/user-guide/providers/llm/getting-started-llm) | Official | Models | CLI |
| [M365](/user-guide/providers/microsoft365/getting-started-m365) | Official | Tenants | UI, API, CLI |
| [MongoDB Atlas](/user-guide/providers/mongodbatlas/getting-started-mongodbatlas) | Official | Organizations | UI, API, CLI |
| [Vercel](/user-guide/providers/vercel/getting-started-vercel) | Official | Teams / Projects | CLI |
### Kubernetes
| Provider | Support | Audit Scope/Entities | Interface |
| -------------------------------------------------------------------------- | -------- | -------------------- | ------------ |
| [Kubernetes](/user-guide/providers/kubernetes/getting-started-k8s) | Official | Clusters | UI, API, CLI |
### Containers
| Provider | Support | Audit Scope/Entities | Interface |
| ------------------------------------------------------------------- | -------- | -------------------- | --------- |
| [Image](/user-guide/providers/image/getting-started-image) | Official | Container Images / Registries | CLI, API |
### Custom Providers (Prowler Cloud Enterprise Only)
| Provider | Support | Audit Scope/Entities | Interface |
| -------------------- | -------- | -------------------- | --------- |
| VMware/Broadcom VCF | Official | Infrastructure | CLI |
For more information about the checks and compliance of each provider, visit [Prowler Hub](https://hub.prowler.com).
## Where to go next?
+24 -8
View File
@@ -66,22 +66,38 @@ prowler <provider> --categories internet-exposed
### Shodan
Prowler allows you check if any public IPs in your Cloud environments are exposed in Shodan with the `-N`/`--shodan <shodan_api_key>` option:
Prowler can check whether any public IPs in cloud environments are exposed in Shodan using the `-N`/`--shodan` option.
For example, you can check if any of your AWS Elastic Compute Cloud (EC2) instances has an elastic IP exposed in Shodan:
#### Using the Environment Variable (Recommended)
Set the `SHODAN_API_KEY` environment variable to avoid exposing the API key in process listings and shell history:
```console
prowler aws -N/--shodan <shodan_api_key> -c ec2_elastic_ip_shodan
export SHODAN_API_KEY=<shodan_api_key>
```
Also, you can check if any of your Azure Subscription has an public IP exposed in Shodan:
Then run Prowler with the `--shodan` flag (no value needed):
```console
prowler azure -N/--shodan <shodan_api_key> -c network_public_ip_shodan
prowler aws --shodan -c ec2_elastic_ip_shodan
```
And finally, you can check if any of your GCP projects has an public IP address exposed in Shodan:
```console
prowler gcp -N/--shodan <shodan_api_key> -c compute_public_address_shodan
prowler azure --shodan -c network_public_ip_shodan
```
```console
prowler gcp --shodan -c compute_public_address_shodan
```
#### Using the CLI Flag
Alternatively, pass the API key directly on the command line:
```console
prowler aws --shodan <shodan_api_key> -c ec2_elastic_ip_shodan
```
<Warning>
Passing secret values directly on the command line exposes them in process listings and shell history. Prowler CLI displays a warning when this pattern is detected. Use the `SHODAN_API_KEY` environment variable instead.
</Warning>
@@ -37,7 +37,7 @@ Before you begin, make sure you have:
![Get Account ID](/images/providers/alibaba-account-id.png)
### Step 2: Access Prowler Cloud or Prowler App
### Step 2: Access Prowler Cloud
1. Navigate to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app)
2. Go to "Configuration" > "Cloud Providers"
@@ -2,7 +2,7 @@
title: 'Getting Started With AWS on Prowler'
---
## Prowler App
## Prowler Cloud
<iframe width="560" height="380" src="https://www.youtube-nocookie.com/embed/RPgIWOCERzY" title="Prowler Cloud Onboarding AWS" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="1"></iframe>
@@ -16,7 +16,7 @@ title: 'Getting Started With AWS on Prowler'
![Account ID detail](/images/providers/aws-account-id.png)
### Step 2: Access Prowler Cloud or Prowler App
### Step 2: Access Prowler Cloud
1. Navigate to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app)
2. Go to "Configuration" > "Cloud Providers"
@@ -2,7 +2,7 @@
title: 'Getting Started With Azure on Prowler'
---
## Prowler App
## Prowler Cloud
<iframe width="560" height="380" src="https://www.youtube-nocookie.com/embed/v1as8vTFlMg" title="Prowler Cloud Onboarding Azure" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="1"></iframe>
> Walkthrough video onboarding an Azure Subscription using Service Principal.
@@ -32,7 +32,7 @@ For detailed instructions on how to create the Service Principal and configure p
---
### Step 2: Access Prowler App
### Step 2: Access Prowler Cloud
1. Navigate to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app)
2. Navigate to `Configuration` > `Cloud Providers`
@@ -51,7 +51,7 @@ For detailed instructions on how to create the Service Principal and configure p
![Add Subscription ID](/images/providers/add-subscription-id.png)
### Step 3: Add Credentials to Prowler App
### Step 3: Add Credentials to Prowler Cloud
For Azure, Prowler App uses a service principal application to authenticate. For more information about the process of creating and adding permissions to a service principal refer to this [section](/user-guide/providers/azure/authentication). When you finish creating and adding the [Entra](/user-guide/providers/azure/create-prowler-service-principal#assigning-proper-permissions) and [Subscription](/user-guide/providers/azure/subscriptions) scope permissions to the service principal, enter the `Tenant ID`, `Client ID` and `Client Secret` of the service principal application.
@@ -2,7 +2,7 @@
title: 'Getting Started With GCP on Prowler'
---
## Prowler App
## Prowler Cloud
### Step 1: Get the GCP Project ID
@@ -11,7 +11,7 @@ title: 'Getting Started With GCP on Prowler'
![Get the Project ID](/images/providers/project-id-console.png)
### Step 2: Access Prowler Cloud or Prowler App
### Step 2: Access Prowler Cloud
1. Navigate to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app)
2. Go to "Configuration" > "Cloud Providers"
@@ -6,17 +6,19 @@ import { VersionBadge } from "/snippets/version-badge.mdx"
<VersionBadge version="5.19.0" />
Prowler for Google Workspace uses a **Service Account with Domain-Wide Delegation** to authenticate to the Google Workspace Admin SDK. This allows Prowler to read directory data on behalf of a super administrator without requiring an interactive login.
Prowler for Google Workspace uses a **Service Account with Domain-Wide Delegation** to authenticate to the Google Workspace Admin SDK and the Cloud Identity Policy API. This allows Prowler to read directory data and domain-level application policies on behalf of a super administrator without requiring an interactive login.
## Required Open Authorization (OAuth) Scopes
Prowler requests the following read-only OAuth 2.0 scopes from the Google Workspace Admin SDK:
Prowler requests the following read-only OAuth 2.0 scopes:
| Scope | Description |
|-------|-------------|
| `https://www.googleapis.com/auth/admin.directory.user.readonly` | Read access to user accounts and their admin status |
| `https://www.googleapis.com/auth/admin.directory.domain.readonly` | Read access to domain information |
| `https://www.googleapis.com/auth/admin.directory.customer.readonly` | Read access to customer information (Customer ID) |
| `https://www.googleapis.com/auth/cloud-identity.policies.readonly` | Read access to domain-level application policies (required for Calendar service checks) |
| `https://www.googleapis.com/auth/admin.directory.rolemanagement.readonly` | Read access to admin roles and role assignments |
<Warning>
The delegated user must be a **super administrator** in your Google Workspace organization. Using a non-admin account will result in permission errors when accessing the Admin SDK.
@@ -30,13 +32,24 @@ If no GCP project exists, create one at [https://console.cloud.google.com](https
The project is only used to host the Service Account — it does not need to have any Google Workspace data in it.
### Step 2: Enable the Admin SDK API
### Step 2: Enable Required APIs
1. Navigate to the [Google Cloud Console](https://console.cloud.google.com)
2. Select the target project
3. Navigate to **APIs & Services → Library**
4. Search for **Admin SDK API**
5. Click **Enable**
In the [Google Cloud Console](https://console.cloud.google.com), select the target project and navigate to **APIs & Services → Library**. Search for and enable each of the following APIs:
| API | Required For |
|-----|--------------|
| **Admin SDK API** | Directory service checks (users, roles, domains) |
| **Cloud Identity API** | Calendar service checks (domain-level sharing and invitation policies) |
For each API:
1. Search for the API name in the library
2. Click the API result
3. Click **Enable**
<Note>
Both APIs must be enabled in the same GCP project that hosts the Service Account. Calendar checks will return no findings if the Cloud Identity API is not enabled.
</Note>
### Step 3: Create a Service Account
@@ -73,7 +86,7 @@ This JSON key grants access to your Google Workspace organization. Never commit
6. In the **OAuth scopes** field, enter the following scopes as a comma-separated list:
```
https://www.googleapis.com/auth/admin.directory.user.readonly,https://www.googleapis.com/auth/admin.directory.domain.readonly,https://www.googleapis.com/auth/admin.directory.customer.readonly
https://www.googleapis.com/auth/admin.directory.user.readonly,https://www.googleapis.com/auth/admin.directory.domain.readonly,https://www.googleapis.com/auth/admin.directory.customer.readonly,https://www.googleapis.com/auth/cloud-identity.policies.readonly,https://www.googleapis.com/auth/admin.directory.rolemanagement.readonly
```
7. Click **Authorize**
@@ -114,7 +127,7 @@ The delegated user must be provided via the `GOOGLEWORKSPACE_DELEGATED_USER` env
- **Use environment variables** — Never hardcode credentials in scripts or commands
- **Use a dedicated Service Account** — Create one specifically for Prowler, separate from other integrations
- **Use read-only scopes** — Prowler only requires the three read-only scopes listed above
- **Use read-only scopes** — Prowler only requires the read-only scopes listed above
- **Restrict key access** — Set file permissions to `600` on the JSON key file
- **Rotate keys regularly** — Delete and regenerate the JSON key periodically
- **Use a least-privilege super admin** — Consider using a dedicated super admin account for Prowler's delegated user rather than a personal admin account
@@ -151,7 +164,7 @@ python3 -c "import json; json.load(open('/path/to/key.json'))" && echo "Valid JS
The Service Account cannot impersonate the delegated user. This usually means Domain-Wide Delegation has not been configured, or the OAuth scopes are incorrect. Verify:
- The Service Account Client ID is correctly entered in the Admin Console
- All three required OAuth scopes are included
- All required OAuth scopes are included
- The delegated user is a super administrator
### Permission Denied on Admin SDK Calls
@@ -159,5 +172,14 @@ The Service Account cannot impersonate the delegated user. This usually means Do
If Prowler connects but returns empty results or permission errors for specific API calls:
- Confirm Domain-Wide Delegation is fully propagated (wait a few minutes after setup)
- Verify all three scopes are authorized in the Admin Console
- Verify all scopes are authorized in the Admin Console
- Ensure the delegated user is an active super administrator
### Calendar Checks Return No Findings
If the Directory checks run successfully but the Calendar checks (e.g., `calendar_external_sharing_primary_calendar`) return no findings, the Cloud Identity Policy API is not reachable for this Service Account. Verify:
- The **Cloud Identity API** is enabled in the GCP project hosting the Service Account (Step 2)
- The scope `https://www.googleapis.com/auth/cloud-identity.policies.readonly` is included in the Domain-Wide Delegation OAuth scopes list in the Admin Console (Step 5)
- The delegated user is a super administrator (the Policy API only returns data to super admins)
- Domain-Wide Delegation has had time to propagate after adding the new scope (a few minutes)
@@ -78,7 +78,7 @@ The Service Account JSON is the full content of the key file downloaded when cre
![Check Connection](/images/providers/googleworkspace-check-connection.png)
<Note>
If the connection test fails, verify that Domain-Wide Delegation is properly configured and that all three OAuth scopes are authorized. It may take a few minutes for delegation changes to propagate. See the [Troubleshooting](/user-guide/providers/googleworkspace/authentication#troubleshooting) section for common errors.
If the connection test fails, verify that Domain-Wide Delegation is properly configured and that all required OAuth scopes are authorized. It may take a few minutes for delegation changes to propagate. See the [Troubleshooting](/user-guide/providers/googleworkspace/authentication#troubleshooting) section for common errors.
</Note>
### Step 5: Launch the Scan
@@ -31,7 +31,7 @@ Prowler IaC provider scans the following Infrastructure as Code configurations f
- Mutelist logic ([filtering](https://trivy.dev/latest/docs/configuration/filtering/)) is handled by Trivy, not Prowler.
- Results are output in the same formats as other Prowler providers (CSV, JSON, HTML, etc.).
## Prowler App
## Prowler Cloud
<VersionBadge version="5.14.0" />
@@ -2,7 +2,7 @@
title: 'Getting Started with Kubernetes'
---
## Prowler App
## Prowler Cloud
### Step 1: Access Prowler Cloud/App
@@ -14,7 +14,7 @@ The following steps apply to Prowler Cloud and the self-hosted Prowler App.
3. Generate or locate the API key fingerprint and private key for that user. Follow the [Config File Authentication steps](/user-guide/providers/oci/authentication#config-file-authentication-manual-api-key-setup) to create or rotate the key pair and copy the fingerprint.
4. Note the **Region** identifier to scan (for example, `us-ashburn-1`).
### Step 2: Access Prowler Cloud or Prowler App
### Step 2: Access Prowler Cloud
1. Navigate to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app).
2. Go to **Configuration** → **Cloud Providers** and click **Add Cloud Provider**.
![Add OCI Cloud Provider](./images/oci-add-cloud-provider.png)
@@ -13,9 +13,63 @@ Set up authentication for Vercel with the [Vercel Authentication](/user-guide/pr
- Create a Vercel API Token with access to the target team
- Identify the Team ID (optional, required to scope the scan to a single team)
<CardGroup cols={2}>
<Card title="Prowler Cloud" icon="cloud" href="#prowler-cloud">
Onboard Vercel using Prowler Cloud
</Card>
<Card title="Prowler CLI" icon="terminal" href="#prowler-cli">
Onboard Vercel using Prowler CLI
</Card>
</CardGroup>
## Prowler Cloud
<VersionBadge version="5.23.0" />
### Step 1: Add the Provider
1. Go to [Prowler Cloud](https://cloud.prowler.com/) or launch [Prowler App](/user-guide/tutorials/prowler-app).
2. Navigate to "Configuration" > "Cloud Providers".
![Cloud Providers Page](/images/prowler-app/cloud-providers-page.png)
3. Click "Add Cloud Provider".
![Add a Cloud Provider](/images/prowler-app/add-cloud-provider.png)
4. Select "Vercel".
![Select Vercel](/images/providers/select-vercel-prowler-cloud.png)
5. Enter the **Team ID** and an optional alias, then click "Next".
![Add Vercel Team ID](/images/providers/vercel-team-id-form.png)
<Note>
The Team ID can be found in the Vercel Dashboard under "Settings" > "General". It follows the format `team_xxxxxxxxxxxxxxxxxxxx`. For detailed instructions, see the [Authentication guide](/user-guide/providers/vercel/authentication).
</Note>
### Step 2: Provide Credentials
1. Enter the **API Token** created in the Vercel Dashboard.
![API Token Form](/images/providers/vercel-token-form.png)
For the complete token creation workflow, follow the [Authentication guide](/user-guide/providers/vercel/authentication#api-token).
### Step 3: Launch the Scan
1. Review the connection summary.
2. Choose the scan schedule: run a single scan or set up daily scans (every 24 hours).
3. Click **Launch Scan** to start auditing Vercel.
![Launch Scan](/images/providers/vercel-launch-scan.png)
---
## Prowler CLI
<VersionBadge version="5.22.0" />
<VersionBadge version="5.23.0" />
### Step 1: Set Up Authentication
@@ -0,0 +1,151 @@
---
title: 'Managing Organizations (Multi-Tenant)'
---
import { VersionBadge } from "/snippets/version-badge.mdx"
<VersionBadge version="5.23.0" />
Prowler App supports multi-tenancy through **Organizations**, allowing users to belong to multiple isolated environments within a single account. Each organization maintains its own providers, scans, findings, and user memberships, ensuring complete data separation between teams or business units.
## Key Concepts
* **Organization (Tenant):** An isolated workspace containing its own providers, scans, findings, roles, and users. Every Prowler account operates within at least one organization.
* **Membership:** The association between a user and an organization, including the membership role (`owner` or `member`).
* **Active Organization:** The organization currently in use for the session. All actions (scans, findings, provider management) apply to the active organization.
<Note>
When a new account is created without an invitation, a default organization is automatically provisioned. Accounts created through an invitation join the inviter's organization instead.
</Note>
## Viewing Organizations
To view all organizations associated with an account, navigate to the **Profile** page. The **Organizations** card displays every organization the user belongs to, including the role, name, join date, and whether it is the currently active organization.
<img src="/images/prowler-app/multi-tenant/organizations-card.png" alt="Organizations card in profile page" width="700" />
## Creating an Organization
To create a new organization:
1. Navigate to the **Profile** page.
2. In the **Organizations** card, click the **Create organization** button.
<img src="/images/prowler-app/multi-tenant/create-organization-button.png" alt="Create organization button" width="700" />
3. Enter a name for the new organization (maximum 100 characters).
<img src="/images/prowler-app/multi-tenant/create-organization-modal.png" alt="Create organization modal" width="700" />
4. Click **Create**. The session automatically switches to the newly created organization.
<Note>
Creating an organization requires being authenticated. Any user can create a new organization regardless of their current role.
</Note>
## Switching Between Organizations
To switch the active organization:
1. Navigate to the **Profile** page.
2. In the **Organizations** card, locate the organization to switch to.
3. Click the **Switch** button next to the desired organization.
4. Confirm the switch in the dialog. The page reloads with the new organization's context, and all subsequent actions apply to it.
<img src="/images/prowler-app/multi-tenant/switch-organization-modal.png" alt="Switch organization confirmation modal" width="700" />
<Note>
The currently active organization is indicated by an **Active** badge. Switching updates the session tokens, so the page will reload automatically.
</Note>
## Editing an Organization Name
Organization owners with the **Manage Account** permission can rename an organization:
1. Navigate to the **Profile** page.
2. In the **Organizations** card, click the **Edit** button next to the organization.
3. Update the name and save the changes.
<img src="/images/prowler-app/multi-tenant/edit-organization-modal.png" alt="Edit organization name modal" width="700" />
## Deleting an Organization
Organization owners with the **Manage Account** permission can delete an organization, provided they belong to at least two organizations (the last remaining organization cannot be deleted).
### Deleting a Non-Active Organization
1. Navigate to the **Profile** page.
2. Click the **Delete** button next to the organization to remove.
3. Type the organization name to confirm deletion.
<img src="/images/prowler-app/multi-tenant/delete-organization-modal.png" alt="Delete organization confirmation modal" width="700" />
4. Click **Delete**. The organization and all its associated data (providers, scans, findings) are permanently removed.
### Deleting the Active Organization
When deleting the currently active organization, an additional step is required:
1. Navigate to the **Profile** page.
2. Click the **Delete** button next to the active organization.
3. Select which organization to switch to after deletion.
4. Type the organization name to confirm.
<img src="/images/prowler-app/multi-tenant/delete-active-organization-modal.png" alt="Delete active organization modal with target selection" width="700" />
5. Click **Delete**. The session switches to the selected organization, and the deleted organization's data is permanently removed.
<Warning>
Deleting an organization is irreversible. All providers, scans, findings, and configuration data within the organization are permanently deleted. Users who belong only to the deleted organization will lose access to Prowler.
</Warning>
## Accepting an Invitation to an Organization
When invited to join an organization, the invited user receives a link to accept the invitation. The flow adapts depending on whether the user already has a Prowler account:
### Existing Users
1. Open the invitation link.
2. If already authenticated, the invitation is accepted automatically and the user is redirected to Prowler App.
3. If not authenticated, choose **I have an account -- Sign in**, authenticate with existing credentials, and the invitation is accepted upon sign-in.
<img src="/images/prowler-app/multi-tenant/sign-in-invitation.png" alt="Sign in screen after choosing I have an account from invitation" width="700" />
### New Users
1. Open the invitation link.
2. Choose **I'm new -- Create an account**.
3. Complete the sign-up process. Upon account creation, the invitation is accepted and the user joins the inviter's organization.
<Note>
Invitations expire after 7 days. If an invitation has expired, contact the organization administrator to send a new one. For more details on invitation management, see [Managing Users and Role-Based Access Control (RBAC)](/user-guide/tutorials/prowler-app-rbac#invitations).
</Note>
## Permissions Reference
| Action | Required Conditions |
|--------|-------------------|
| View organizations | Any authenticated user |
| Create an organization | Any authenticated user |
| Switch organizations | Any authenticated user |
| Edit organization name | Organization owner with **Manage Account** permission |
| Delete an organization | Organization owner with **Manage Account** permission; must belong to more than one organization |
+4
View File
@@ -8,6 +8,10 @@ All notable changes to the **Prowler MCP Server** are documented in this file.
- Resource events tool to get timeline for a resource (who, what, when) [(#10412)](https://github.com/prowler-cloud/prowler/pull/10412)
### 🔄 Changed
- Pin `httpx` dependency to exact version for reproducible installs [(#10593)](https://github.com/prowler-cloud/prowler/pull/10593)
### 🔐 Security
- `authlib` bumped from 1.6.5 to 1.6.9 to fix CVE-2026-28802 (JWT `alg: none` validation bypass) [(#10579)](https://github.com/prowler-cloud/prowler/pull/10579)
+1 -1
View File
@@ -5,7 +5,7 @@ requires = ["setuptools>=61.0", "wheel"]
[project]
dependencies = [
"fastmcp==2.14.0",
"httpx>=0.28.0"
"httpx==0.28.1"
]
description = "MCP server for Prowler ecosystem"
name = "prowler-mcp"
+1 -1
View File
@@ -727,7 +727,7 @@ dependencies = [
[package.metadata]
requires-dist = [
{ name = "fastmcp", specifier = "==2.14.0" },
{ name = "httpx", specifier = ">=0.28.0" },
{ name = "httpx", specifier = "==0.28.1" },
]
[[package]]
Generated
+127 -127
View File
@@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand.
[[package]]
name = "about-time"
@@ -38,132 +38,132 @@ files = [
[[package]]
name = "aiohttp"
version = "3.13.3"
version = "3.13.5"
description = "Async http client/server framework (asyncio)"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d5a372fd5afd301b3a89582817fdcdb6c34124787c70dbcc616f259013e7eef7"},
{file = "aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821"},
{file = "aiohttp-3.13.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:859bd3f2156e81dd01432f5849fc73e2243d4a487c4fd26609b1299534ee1845"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dca68018bf48c251ba17c72ed479f4dafe9dbd5a73707ad8d28a38d11f3d42af"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:fee0c6bc7db1de362252affec009707a17478a00ec69f797d23ca256e36d5940"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c048058117fd649334d81b4b526e94bde3ccaddb20463a815ced6ecbb7d11160"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:215a685b6fbbfcf71dfe96e3eba7a6f58f10da1dfdf4889c7dd856abe430dca7"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:de2c184bb1fe2cbd2cefba613e9db29a5ab559323f994b6737e370d3da0ac455"},
{file = "aiohttp-3.13.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:75ca857eba4e20ce9f546cd59c7007b33906a4cd48f2ff6ccf1ccfc3b646f279"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:81e97251d9298386c2b7dbeb490d3d1badbdc69107fb8c9299dd04eb39bddc0e"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:c0e2d366af265797506f0283487223146af57815b388623f0357ef7eac9b209d"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4e239d501f73d6db1522599e14b9b321a7e3b1de66ce33d53a765d975e9f4808"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:0db318f7a6f065d84cb1e02662c526294450b314a02bd9e2a8e67f0d8564ce40"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:bfc1cc2fe31a6026a8a88e4ecfb98d7f6b1fec150cfd708adbfd1d2f42257c29"},
{file = "aiohttp-3.13.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af71fff7bac6bb7508956696dce8f6eec2bbb045eceb40343944b1ae62b5ef11"},
{file = "aiohttp-3.13.3-cp310-cp310-win32.whl", hash = "sha256:37da61e244d1749798c151421602884db5270faf479cf0ef03af0ff68954c9dd"},
{file = "aiohttp-3.13.3-cp310-cp310-win_amd64.whl", hash = "sha256:7e63f210bc1b57ef699035f2b4b6d9ce096b5914414a49b0997c839b2bd2223c"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:5b6073099fb654e0a068ae678b10feff95c5cae95bbfcbfa7af669d361a8aa6b"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cb93e166e6c28716c8c6aeb5f99dfb6d5ccf482d29fe9bf9a794110e6d0ab64"},
{file = "aiohttp-3.13.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:28e027cf2f6b641693a09f631759b4d9ce9165099d2b5d92af9bd4e197690eea"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3b61b7169ababd7802f9568ed96142616a9118dd2be0d1866e920e77ec8fa92a"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:80dd4c21b0f6237676449c6baaa1039abae86b91636b6c91a7f8e61c87f89540"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:65d2ccb7eabee90ce0503c17716fc77226be026dcc3e65cce859a30db715025b"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5b179331a481cb5529fca8b432d8d3c7001cb217513c94cd72d668d1248688a3"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d4c940f02f49483b18b079d1c27ab948721852b281f8b015c058100e9421dd1"},
{file = "aiohttp-3.13.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f9444f105664c4ce47a2a7171a2418bce5b7bae45fb610f4e2c36045d85911d3"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:694976222c711d1d00ba131904beb60534f93966562f64440d0c9d41b8cdb440"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:f33ed1a2bf1997a36661874b017f5c4b760f41266341af36febaf271d179f6d7"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e636b3c5f61da31a92bf0d91da83e58fdfa96f178ba682f11d24f31944cdd28c"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:5d2d94f1f5fcbe40838ac51a6ab5704a6f9ea42e72ceda48de5e6b898521da51"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2be0e9ccf23e8a94f6f0650ce06042cefc6ac703d0d7ab6c7a917289f2539ad4"},
{file = "aiohttp-3.13.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9af5e68ee47d6534d36791bbe9b646d2a7c7deb6fc24d7943628edfbb3581f29"},
{file = "aiohttp-3.13.3-cp311-cp311-win32.whl", hash = "sha256:a2212ad43c0833a873d0fb3c63fa1bacedd4cf6af2fee62bf4b739ceec3ab239"},
{file = "aiohttp-3.13.3-cp311-cp311-win_amd64.whl", hash = "sha256:642f752c3eb117b105acbd87e2c143de710987e09860d674e068c4c2c441034f"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b903a4dfee7d347e2d87697d0713be59e0b87925be030c9178c5faa58ea58d5c"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:a45530014d7a1e09f4a55f4f43097ba0fd155089372e105e4bff4ca76cb1b168"},
{file = "aiohttp-3.13.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:27234ef6d85c914f9efeb77ff616dbf4ad2380be0cda40b4db086ffc7ddd1b7d"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d32764c6c9aafb7fb55366a224756387cd50bfa720f32b88e0e6fa45b27dcf29"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b1a6102b4d3ebc07dad44fbf07b45bb600300f15b552ddf1851b5390202ea2e3"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c014c7ea7fb775dd015b2d3137378b7be0249a448a1612268b5a90c2d81de04d"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2b8d8ddba8f95ba17582226f80e2de99c7a7948e66490ef8d947e272a93e9463"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9ae8dd55c8e6c4257eae3a20fd2c8f41edaea5992ed67156642493b8daf3cecc"},
{file = "aiohttp-3.13.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:01ad2529d4b5035578f5081606a465f3b814c542882804e2e8cda61adf5c71bf"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:bb4f7475e359992b580559e008c598091c45b5088f28614e855e42d39c2f1033"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:c19b90316ad3b24c69cd78d5c9b4f3aa4497643685901185b65166293d36a00f"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:96d604498a7c782cb15a51c406acaea70d8c027ee6b90c569baa6e7b93073679"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:084911a532763e9d3dd95adf78a78f4096cd5f58cdc18e6fdbc1b58417a45423"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:7a4a94eb787e606d0a09404b9c38c113d3b099d508021faa615d70a0131907ce"},
{file = "aiohttp-3.13.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:87797e645d9d8e222e04160ee32aa06bc5c163e8499f24db719e7852ec23093a"},
{file = "aiohttp-3.13.3-cp312-cp312-win32.whl", hash = "sha256:b04be762396457bef43f3597c991e192ee7da460a4953d7e647ee4b1c28e7046"},
{file = "aiohttp-3.13.3-cp312-cp312-win_amd64.whl", hash = "sha256:e3531d63d3bdfa7e3ac5e9b27b2dd7ec9df3206a98e0b3445fa906f233264c57"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5dff64413671b0d3e7d5918ea490bdccb97a4ad29b3f311ed423200b2203e01c"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:87b9aab6d6ed88235aa2970294f496ff1a1f9adcd724d800e9b952395a80ffd9"},
{file = "aiohttp-3.13.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:425c126c0dc43861e22cb1c14ba4c8e45d09516d0a3ae0a3f7494b79f5f233a3"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7f9120f7093c2a32d9647abcaf21e6ad275b4fbec5b55969f978b1a97c7c86bf"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:697753042d57f4bf7122cab985bf15d0cef23c770864580f5af4f52023a56bd6"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6de499a1a44e7de70735d0b39f67c8f25eb3d91eb3103be99ca0fa882cdd987d"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:37239e9f9a7ea9ac5bf6b92b0260b01f8a22281996da609206a84df860bc1261"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f76c1e3fe7d7c8afad7ed193f89a292e1999608170dcc9751a7462a87dfd5bc0"},
{file = "aiohttp-3.13.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fc290605db2a917f6e81b0e1e0796469871f5af381ce15c604a3c5c7e51cb730"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4021b51936308aeea0367b8f006dc999ca02bc118a0cc78c303f50a2ff6afb91"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:49a03727c1bba9a97d3e93c9f93ca03a57300f484b6e935463099841261195d3"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:3d9908a48eb7416dc1f4524e69f1d32e5d90e3981e4e37eb0aa1cd18f9cfa2a4"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:2712039939ec963c237286113c68dbad80a82a4281543f3abf766d9d73228998"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:7bfdc049127717581866fa4708791220970ce291c23e28ccf3922c700740fdc0"},
{file = "aiohttp-3.13.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8057c98e0c8472d8846b9c79f56766bcc57e3e8ac7bfd510482332366c56c591"},
{file = "aiohttp-3.13.3-cp313-cp313-win32.whl", hash = "sha256:1449ceddcdbcf2e0446957863af03ebaaa03f94c090f945411b61269e2cb5daf"},
{file = "aiohttp-3.13.3-cp313-cp313-win_amd64.whl", hash = "sha256:693781c45a4033d31d4187d2436f5ac701e7bbfe5df40d917736108c1cc7436e"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:ea37047c6b367fd4bd632bff8077449b8fa034b69e812a18e0132a00fae6e808"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:6fc0e2337d1a4c3e6acafda6a78a39d4c14caea625124817420abceed36e2415"},
{file = "aiohttp-3.13.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c685f2d80bb67ca8c3837823ad76196b3694b0159d232206d1e461d3d434666f"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:48e377758516d262bde50c2584fc6c578af272559c409eecbdd2bae1601184d6"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:34749271508078b261c4abb1767d42b8d0c0cc9449c73a4df494777dc55f0687"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:82611aeec80eb144416956ec85b6ca45a64d76429c1ed46ae1b5f86c6e0c9a26"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2fff83cfc93f18f215896e3a190e8e5cb413ce01553901aca925176e7568963a"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bbe7d4cecacb439e2e2a8a1a7b935c25b812af7a5fd26503a66dadf428e79ec1"},
{file = "aiohttp-3.13.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b928f30fe49574253644b1ca44b1b8adbd903aa0da4b9054a6c20fc7f4092a25"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7b5e8fe4de30df199155baaf64f2fcd604f4c678ed20910db8e2c66dc4b11603"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:8542f41a62bcc58fc7f11cf7c90e0ec324ce44950003feb70640fc2a9092c32a"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:5e1d8c8b8f1d91cd08d8f4a3c2b067bfca6ec043d3ff36de0f3a715feeedf926"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:90455115e5da1c3c51ab619ac57f877da8fd6d73c05aacd125c5ae9819582aba"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:042e9e0bcb5fba81886c8b4fbb9a09d6b8a00245fd8d88e4d989c1f96c74164c"},
{file = "aiohttp-3.13.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2eb752b102b12a76ca02dff751a801f028b4ffbbc478840b473597fc91a9ed43"},
{file = "aiohttp-3.13.3-cp314-cp314-win32.whl", hash = "sha256:b556c85915d8efaed322bf1bdae9486aa0f3f764195a0fb6ee962e5c71ef5ce1"},
{file = "aiohttp-3.13.3-cp314-cp314-win_amd64.whl", hash = "sha256:9bf9f7a65e7aa20dd764151fb3d616c81088f91f8df39c3893a536e279b4b984"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:05861afbbec40650d8a07ea324367cb93e9e8cc7762e04dd4405df99fa65159c"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2fc82186fadc4a8316768d61f3722c230e2c1dcab4200d52d2ebdf2482e47592"},
{file = "aiohttp-3.13.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0add0900ff220d1d5c5ebbf99ed88b0c1bbf87aa7e4262300ed1376a6b13414f"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:568f416a4072fbfae453dcf9a99194bbb8bdeab718e08ee13dfa2ba0e4bebf29"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:add1da70de90a2569c5e15249ff76a631ccacfe198375eead4aadf3b8dc849dc"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:10b47b7ba335d2e9b1239fa571131a87e2d8ec96b333e68b2a305e7a98b0bae2"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:3dd4dce1c718e38081c8f35f323209d4c1df7d4db4bab1b5c88a6b4d12b74587"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:34bac00a67a812570d4a460447e1e9e06fae622946955f939051e7cc895cfab8"},
{file = "aiohttp-3.13.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:a19884d2ee70b06d9204b2727a7b9f983d0c684c650254679e716b0b77920632"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5f8ca7f2bb6ba8348a3614c7918cc4bb73268c5ac2a207576b7afea19d3d9f64"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:b0d95340658b9d2f11d9697f59b3814a9d3bb4b7a7c20b131df4bcef464037c0"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:a1e53262fd202e4b40b70c3aff944a8155059beedc8a89bba9dc1f9ef06a1b56"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:d60ac9663f44168038586cab2157e122e46bdef09e9368b37f2d82d354c23f72"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:90751b8eed69435bac9ff4e3d2f6b3af1f57e37ecb0fbeee59c0174c9e2d41df"},
{file = "aiohttp-3.13.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fc353029f176fd2b3ec6cfc71be166aba1936fe5d73dd1992ce289ca6647a9aa"},
{file = "aiohttp-3.13.3-cp314-cp314t-win32.whl", hash = "sha256:2e41b18a58da1e474a057b3d35248d8320029f61d70a37629535b16a0c8f3767"},
{file = "aiohttp-3.13.3-cp314-cp314t-win_amd64.whl", hash = "sha256:44531a36aa2264a1860089ffd4dce7baf875ee5a6079d5fb42e261c704ef7344"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:31a83ea4aead760dfcb6962efb1d861db48c34379f2ff72db9ddddd4cda9ea2e"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:988a8c5e317544fdf0d39871559e67b6341065b87fceac641108c2096d5506b7"},
{file = "aiohttp-3.13.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9b174f267b5cfb9a7dba9ee6859cecd234e9a681841eb85068059bc867fb8f02"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:947c26539750deeaee933b000fb6517cc770bbd064bad6033f1cff4803881e43"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9ebf57d09e131f5323464bd347135a88622d1c0976e88ce15b670e7ad57e4bd6"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4ae5b5a0e1926e504c81c5b84353e7a5516d8778fbbff00429fe7b05bb25cbce"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2ba0eea45eb5cc3172dbfc497c066f19c41bac70963ea1a67d51fc92e4cf9a80"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bae5c2ed2eae26cc382020edad80d01f36cb8e746da40b292e68fec40421dc6a"},
{file = "aiohttp-3.13.3-cp39-cp39-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8a60e60746623925eab7d25823329941aee7242d559baa119ca2b253c88a7bd6"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:e50a2e1404f063427c9d027378472316201a2290959a295169bcf25992d04558"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:9a9dc347e5a3dc7dfdbc1f82da0ef29e388ddb2ed281bfce9dd8248a313e62b7"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:b46020d11d23fe16551466c77823df9cc2f2c1e63cc965daf67fa5eec6ca1877"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:69c56fbc1993fa17043e24a546959c0178fe2b5782405ad4559e6c13975c15e3"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:b99281b0704c103d4e11e72a76f1b543d4946fea7dd10767e7e1b5f00d4e5704"},
{file = "aiohttp-3.13.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:40c5e40ecc29ba010656c18052b877a1c28f84344825efa106705e835c28530f"},
{file = "aiohttp-3.13.3-cp39-cp39-win32.whl", hash = "sha256:56339a36b9f1fc708260c76c87e593e2afb30d26de9ae1eb445b5e051b98a7a1"},
{file = "aiohttp-3.13.3-cp39-cp39-win_amd64.whl", hash = "sha256:c6b8568a3bb5819a0ad087f16d40e5a3fb6099f39ea1d5625a3edc1e923fc538"},
{file = "aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:02222e7e233295f40e011c1b00e3b0bd451f22cf853a0304c3595633ee47da4b"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bace460460ed20614fa6bc8cb09966c0b8517b8c58ad8046828c6078d25333b5"},
{file = "aiohttp-3.13.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f546a4dc1e6a5edbb9fd1fd6ad18134550e096a5a43f4ad74acfbd834fc6670"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c86969d012e51b8e415a8c6ce96f7857d6a87d6207303ab02d5d11ef0cad2274"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b6f6cd1560c5fa427e3b6074bb24d2c64e225afbb7165008903bd42e4e33e28a"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:636bc362f0c5bbc7372bc3ae49737f9e3030dbce469f0f422c8f38079780363d"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6a7cbeb06d1070f1d14895eeeed4dac5913b22d7b456f2eb969f11f4b3993796"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bca9ef7517fd7874a1a08970ae88f497bf5c984610caa0bf40bd7e8450852b95"},
{file = "aiohttp-3.13.5-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:019a67772e034a0e6b9b17c13d0a8fe56ad9fb150fc724b7f3ffd3724288d9e5"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f34ecee82858e41dd217734f0c41a532bd066bcaab636ad830f03a30b2a96f2a"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:4eac02d9af4813ee289cd63a361576da36dba57f5a1ab36377bc2600db0cbb73"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4beac52e9fe46d6abf98b0176a88154b742e878fdf209d2248e99fcdf73cd297"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:c180f480207a9b2475f2b8d8bd7204e47aec952d084b2a2be58a782ffcf96074"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:2837fb92951564d6339cedae4a7231692aa9f73cbc4fb2e04263b96844e03b4e"},
{file = "aiohttp-3.13.5-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:d9010032a0b9710f58012a1e9c222528763d860ba2ee1422c03473eab47703e7"},
{file = "aiohttp-3.13.5-cp310-cp310-win32.whl", hash = "sha256:7c4b6668b2b2b9027f209ddf647f2a4407784b5d88b8be4efcc72036f365baf9"},
{file = "aiohttp-3.13.5-cp310-cp310-win_amd64.whl", hash = "sha256:cd3db5927bf9167d5a6157ddb2f036f6b6b0ad001ac82355d43e97a4bde76d76"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7ab7229b6f9b5c1ba4910d6c41a9eb11f543eadb3f384df1b4c293f4e73d44d6"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8f14c50708bb156b3a3ca7230b3d820199d56a48e3af76fa21c2d6087190fe3d"},
{file = "aiohttp-3.13.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e7d2f8616f0ff60bd332022279011776c3ac0faa0f1b463f7bb12326fbc97a1c"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a2567b72e1ffc3ab25510db43f355b29eeada56c0a622e58dcdb19530eb0a3cb"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:fb0540c854ac9c0c5ad495908fdfd3e332d553ec731698c0e29b1877ba0d2ec6"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c9883051c6972f58bfc4ebb2116345ee2aa151178e99c3f2b2bbe2af712abd13"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2294172ce08a82fb7c7273485895de1fa1186cc8294cfeb6aef4af42ad261174"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3a807cabd5115fb55af198b98178997a5e0e57dead43eb74a93d9c07d6d4a7dc"},
{file = "aiohttp-3.13.5-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:aa6d0d932e0f39c02b80744273cd5c388a2d9bc07760a03164f229c8e02662f6"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:60869c7ac4aaabe7110f26499f3e6e5696eae98144735b12a9c3d9eae2b51a49"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:26d2f8546f1dfa75efa50c3488215a903c0168d253b75fba4210f57ab77a0fb8"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f1162a1492032c82f14271e831c8f4b49f2b6078f4f5fc74de2c912fa225d51d"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:8b14eb3262fad0dc2f89c1a43b13727e709504972186ff6a99a3ecaa77102b6c"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:ca9ac61ac6db4eb6c2a0cd1d0f7e1357647b638ccc92f7e9d8d133e71ed3c6ac"},
{file = "aiohttp-3.13.5-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:7996023b2ed59489ae4762256c8516df9820f751cf2c5da8ed2fb20ee50abab3"},
{file = "aiohttp-3.13.5-cp311-cp311-win32.whl", hash = "sha256:77dfa48c9f8013271011e51c00f8ada19851f013cde2c48fca1ba5e0caf5bb06"},
{file = "aiohttp-3.13.5-cp311-cp311-win_amd64.whl", hash = "sha256:d3a4834f221061624b8887090637db9ad4f61752001eae37d56c52fddade2dc8"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:023ecba036ddd840b0b19bf195bfae970083fd7024ce1ac22e9bba90464620e9"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:15c933ad7920b7d9a20de151efcd05a6e38302cbf0e10c9b2acb9a42210a2416"},
{file = "aiohttp-3.13.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ab2899f9fa2f9f741896ebb6fa07c4c883bfa5c7f2ddd8cf2aafa86fa981b2d2"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a60eaa2d440cd4707696b52e40ed3e2b0f73f65be07fd0ef23b6b539c9c0b0b4"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:55b3bdd3292283295774ab585160c4004f4f2f203946997f49aac032c84649e9"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c2b2355dc094e5f7d45a7bb262fe7207aa0460b37a0d87027dcf21b5d890e7d5"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b38765950832f7d728297689ad78f5f2cf79ff82487131c4d26fe6ceecdc5f8e"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b18f31b80d5a33661e08c89e202edabf1986e9b49c42b4504371daeaa11b47c1"},
{file = "aiohttp-3.13.5-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:33add2463dde55c4f2d9635c6ab33ce154e5ecf322bd26d09af95c5f81cfa286"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:327cc432fdf1356fb4fbc6fe833ad4e9f6aacb71a8acaa5f1855e4b25910e4a9"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:7c35b0bf0b48a70b4cb4fc5d7bed9b932532728e124874355de1a0af8ec4bc88"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:df23d57718f24badef8656c49743e11a89fd6f5358fa8a7b96e728fda2abf7d3"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:02e048037a6501a5ec1f6fc9736135aec6eb8a004ce48838cb951c515f32c80b"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31cebae8b26f8a615d2b546fee45d5ffb76852ae6450e2a03f42c9102260d6fe"},
{file = "aiohttp-3.13.5-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:888e78eb5ca55a615d285c3c09a7a91b42e9dd6fc699b166ebd5dee87c9ccf14"},
{file = "aiohttp-3.13.5-cp312-cp312-win32.whl", hash = "sha256:8bd3ec6376e68a41f9f95f5ed170e2fcf22d4eb27a1f8cb361d0508f6e0557f3"},
{file = "aiohttp-3.13.5-cp312-cp312-win_amd64.whl", hash = "sha256:110e448e02c729bcebb18c60b9214a87ba33bac4a9fa5e9a5f139938b56c6cb1"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5029cc80718bbd545123cd8fe5d15025eccaaaace5d0eeec6bd556ad6163d61"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:4bb6bf5811620003614076bdc807ef3b5e38244f9d25ca5fe888eaccea2a9832"},
{file = "aiohttp-3.13.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a84792f8631bf5a94e52d9cc881c0b824ab42717165a5579c760b830d9392ac9"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:57653eac22c6a4c13eb22ecf4d673d64a12f266e72785ab1c8b8e5940d0e8090"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5e5f7debc7a57af53fdf5c5009f9391d9f4c12867049d509bf7bb164a6e295b"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c719f65bebcdf6716f10e9eff80d27567f7892d8988c06de12bbbd39307c6e3a"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d97f93fdae594d886c5a866636397e2bcab146fd7a132fd6bb9ce182224452f8"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3df334e39d4c2f899a914f1dba283c1aadc311790733f705182998c6f7cae665"},
{file = "aiohttp-3.13.5-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:fe6970addfea9e5e081401bcbadf865d2b6da045472f58af08427e108d618540"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7becdf835feff2f4f335d7477f121af787e3504b48b449ff737afb35869ba7bb"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:676e5651705ad5d8a70aeb8eb6936c436d8ebbd56e63436cb7dd9bb36d2a9a46"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:9b16c653d38eb1a611cc898c41e76859ca27f119d25b53c12875fd0474ae31a8"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:999802d5fa0389f58decd24b537c54aa63c01c3219ce17d1214cbda3c2b22d2d"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:ec707059ee75732b1ba130ed5f9580fe10ff75180c812bc267ded039db5128c6"},
{file = "aiohttp-3.13.5-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:2d6d44a5b48132053c2f6cd5c8cb14bc67e99a63594e336b0f2af81e94d5530c"},
{file = "aiohttp-3.13.5-cp313-cp313-win32.whl", hash = "sha256:329f292ed14d38a6c4c435e465f48bebb47479fd676a0411936cc371643225cc"},
{file = "aiohttp-3.13.5-cp313-cp313-win_amd64.whl", hash = "sha256:69f571de7500e0557801c0b51f4780482c0ec5fe2ac851af5a92cfce1af1cb83"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:eb4639f32fd4a9904ab8fb45bf3383ba71137f3d9d4ba25b3b3f3109977c5b8c"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:7e5dc4311bd5ac493886c63cbf76ab579dbe4641268e7c74e48e774c74b6f2be"},
{file = "aiohttp-3.13.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:756c3c304d394977519824449600adaf2be0ccee76d206ee339c5e76b70ded25"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecc26751323224cf8186efcf7fbcbc30f4e1d8c7970659daf25ad995e4032a56"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:10a75acfcf794edf9d8db50e5a7ec5fc818b2a8d3f591ce93bc7b1210df016d2"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0f7a18f258d124cd678c5fe072fe4432a4d5232b0657fca7c1847f599233c83a"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:df6104c009713d3a89621096f3e3e88cc323fd269dbd7c20afe18535094320be"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:241a94f7de7c0c3b616627aaad530fe2cb620084a8b144d3be7b6ecfe95bae3b"},
{file = "aiohttp-3.13.5-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c974fb66180e58709b6fc402846f13791240d180b74de81d23913abe48e96d94"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:6e27ea05d184afac78aabbac667450c75e54e35f62238d44463131bd3f96753d"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a79a6d399cef33a11b6f004c67bb07741d91f2be01b8d712d52c75711b1e07c7"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:c632ce9c0b534fbe25b52c974515ed674937c5b99f549a92127c85f771a78772"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:fceedde51fbd67ee2bcc8c0b33d0126cc8b51ef3bbde2f86662bd6d5a6f10ec5"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:f92995dfec9420bb69ae629abf422e516923ba79ba4403bc750d94fb4a6c68c1"},
{file = "aiohttp-3.13.5-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:20ae0ff08b1f2c8788d6fb85afcb798654ae6ba0b747575f8562de738078457b"},
{file = "aiohttp-3.13.5-cp314-cp314-win32.whl", hash = "sha256:b20df693de16f42b2472a9c485e1c948ee55524786a0a34345511afdd22246f3"},
{file = "aiohttp-3.13.5-cp314-cp314-win_amd64.whl", hash = "sha256:f85c6f327bf0b8c29da7d93b1cabb6363fb5e4e160a32fa241ed2dce21b73162"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:1efb06900858bb618ff5cee184ae2de5828896c448403d51fb633f09e109be0a"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:fee86b7c4bd29bdaf0d53d14739b08a106fdda809ca5fe032a15f52fae5fe254"},
{file = "aiohttp-3.13.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:20058e23909b9e65f9da62b396b77dfa95965cbe840f8def6e572538b1d32e36"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8cf20a8d6868cb15a73cab329ffc07291ba8c22b1b88176026106ae39aa6df0f"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:330f5da04c987f1d5bdb8ae189137c77139f36bd1cb23779ca1a354a4b027800"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6f1cbf0c7926d315c3c26c2da41fd2b5d2fe01ac0e157b78caefc51a782196cf"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:53fc049ed6390d05423ba33103ded7281fe897cf97878f369a527070bd95795b"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:898703aa2667e3c5ca4c54ca36cd73f58b7a38ef87a5606414799ebce4d3fd3a"},
{file = "aiohttp-3.13.5-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:0494a01ca9584eea1e5fbd6d748e61ecff218c51b576ee1999c23db7066417d8"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6cf81fe010b8c17b09495cbd15c1d35afbc8fb405c0c9cf4738e5ae3af1d65be"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:c564dd5f09ddc9d8f2c2d0a301cd30a79a2cc1b46dd1a73bef8f0038863d016b"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:2994be9f6e51046c4f864598fd9abeb4fba6e88f0b2152422c9666dcd4aea9c6"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:157826e2fa245d2ef46c83ea8a5faf77ca19355d278d425c29fda0beb3318037"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:a8aca50daa9493e9e13c0f566201a9006f080e7c50e5e90d0b06f53146a54500"},
{file = "aiohttp-3.13.5-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3b13560160d07e047a93f23aaa30718606493036253d5430887514715b67c9d9"},
{file = "aiohttp-3.13.5-cp314-cp314t-win32.whl", hash = "sha256:9a0f4474b6ea6818b41f82172d799e4b3d29e22c2c520ce4357856fced9af2f8"},
{file = "aiohttp-3.13.5-cp314-cp314t-win_amd64.whl", hash = "sha256:18a2f6c1182c51baa1d28d68fea51513cb2a76612f038853c0ad3c145423d3d9"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:347542f0ea3f95b2a955ee6656461fa1c776e401ac50ebce055a6c38454a0adf"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:178c7b5e62b454c2bc790786e6058c3cc968613b4419251b478c153a4aec32b1"},
{file = "aiohttp-3.13.5-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:af545c2cffdb0967a96b6249e6f5f7b0d92cdfd267f9d5238d5b9ca63e8edb10"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:206b7b3ef96e4ce211754f0cd003feb28b7d81f0ad26b8d077a5d5161436067f"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:ee5e86776273de1795947d17bddd6bb19e0365fd2af4289c0d2c5454b6b1d36b"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:95d14ca7abefde230f7639ec136ade282655431fd5db03c343b19dda72dd1643"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:912d4b6af530ddb1338a66229dac3a25ff11d4448be3ec3d6340583995f56031"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e999f0c88a458c836d5fb521814e92ed2172c649200336a6df514987c1488258"},
{file = "aiohttp-3.13.5-cp39-cp39-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:39380e12bd1f2fdab4285b6e055ad48efbaed5c836433b142ed4f5b9be71036a"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:9efcc0f11d850cefcafdd9275b9576ad3bfb539bed96807663b32ad99c4d4b88"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:147b4f501d0292077f29d5268c16bb7c864a1f054d7001c4c1812c0421ea1ed0"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:d147004fede1b12f6013a6dbb2a26a986a671a03c6ea740ddc76500e5f1c399f"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_riscv64.whl", hash = "sha256:9277145d36a01653863899c665243871434694bcc3431922c3b35c978061bdb8"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:4e704c52438f66fdd89588346183d898bb42167cf88f8b7ff1c0f9fc957c348f"},
{file = "aiohttp-3.13.5-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a8a4d3427e8de1312ddf309cc482186466c79895b3a139fed3259fc01dfa9a5b"},
{file = "aiohttp-3.13.5-cp39-cp39-win32.whl", hash = "sha256:6f497a6876aa4b1a102b04996ce4c1170c7040d83faa9387dd921c16e30d5c83"},
{file = "aiohttp-3.13.5-cp39-cp39-win_amd64.whl", hash = "sha256:cb979826071c0986a5f08333a36104153478ce6018c58cba7f9caddaf63d5d67"},
{file = "aiohttp-3.13.5.tar.gz", hash = "sha256:9d98cc980ecc96be6eb4c1994ce35d28d8b1f5e5208a23b421187d1209dbb7d1"},
]
[package.dependencies]
@@ -808,7 +808,7 @@ description = "Timeout context manager for asyncio programs"
optional = false
python-versions = ">=3.8"
groups = ["main"]
markers = "python_version == \"3.10\""
markers = "python_version < \"3.11\""
files = [
{file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
{file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -2379,7 +2379,7 @@ description = "Backport of PEP 654 (exception groups)"
optional = false
python-versions = ">=3.7"
groups = ["main", "dev"]
markers = "python_version == \"3.10\""
markers = "python_version < \"3.11\""
files = [
{file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
{file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -3938,7 +3938,7 @@ description = "Python package for creating and manipulating graphs and networks"
optional = false
python-versions = ">=3.10"
groups = ["dev"]
markers = "python_version == \"3.10\""
markers = "python_version < \"3.11\""
files = [
{file = "networkx-3.4.2-py3-none-any.whl", hash = "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f"},
{file = "networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1"},
@@ -6094,7 +6094,7 @@ description = "A lil' TOML parser"
optional = false
python-versions = ">=3.8"
groups = ["dev"]
markers = "python_version == \"3.10\""
markers = "python_version < \"3.11\""
files = [
{file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
{file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -6743,4 +6743,4 @@ files = [
[metadata]
lock-version = "2.1"
python-versions = ">=3.10,<3.13"
content-hash = "91739ee5e383337160f9f08b76944ab4e8629c94084c8a9d115246862557f7c5"
content-hash = "4050d3a95f5bc5448576ca0361fd899b35aa04de28d379cdfd3c2b0db67848ad"
+8
View File
@@ -11,20 +11,26 @@ All notable changes to the **Prowler SDK** are documented in this file.
- `glue_etl_jobs_no_secrets_in_arguments` check for plaintext secrets in AWS Glue ETL job arguments [(#10368)](https://github.com/prowler-cloud/prowler/pull/10368)
- `awslambda_function_no_dead_letter_queue`, `awslambda_function_using_cross_account_layers`, and `awslambda_function_env_vars_not_encrypted_with_cmk` checks for AWS Lambda [(#10381)](https://github.com/prowler-cloud/prowler/pull/10381)
- `entra_conditional_access_policy_mdm_compliant_device_required` check for M365 provider [(#10220)](https://github.com/prowler-cloud/prowler/pull/10220)
- `directory_super_admin_only_admin_roles` check for Google Workspace provider [(#10488)](https://github.com/prowler-cloud/prowler/pull/10488)
- `ec2_securitygroup_allow_ingress_from_internet_to_any_port_from_ip` check for AWS provider using `ipaddress.is_global` for accurate public IP detection [(#10335)](https://github.com/prowler-cloud/prowler/pull/10335)
- `entra_conditional_access_policy_block_o365_elevated_insider_risk` check for M365 provider [(#10232)](https://github.com/prowler-cloud/prowler/pull/10232)
- `--resource-group` and `--list-resource-groups` CLI flags to filter checks by resource group across all providers [(#10479)](https://github.com/prowler-cloud/prowler/pull/10479)
- CISA SCuBA Google Workspace Baselines compliance [(#10466)](https://github.com/prowler-cloud/prowler/pull/10466)
- CIS Google Workspace Foundations Benchmark v1.3.0 compliance [(#10462)](https://github.com/prowler-cloud/prowler/pull/10462)
- `calendar_external_sharing_primary_calendar`, `calendar_external_sharing_secondary_calendar`, and `calendar_external_invitations_warning` checks for Google Workspace provider using the Cloud Identity Policy API [(#10597)](https://github.com/prowler-cloud/prowler/pull/10597)
- `entra_conditional_access_policy_device_registration_mfa_required` check and `entra_intune_enrollment_sign_in_frequency_every_time` enhancement for M365 provider [(#10222)](https://github.com/prowler-cloud/prowler/pull/10222)
- `entra_conditional_access_policy_block_elevated_insider_risk` check for M365 provider [(#10234)](https://github.com/prowler-cloud/prowler/pull/10234)
- `Vercel` provider support with 30 checks [(#10189)](https://github.com/prowler-cloud/prowler/pull/10189)
- `stepfunctions_statemachine_no_secrets_in_definition` check for hardcoded secrets in AWS Step Functions state machine definitions [(#10570)](https://github.com/prowler-cloud/prowler/pull/10570)
- CCC improvements with the latest checks and new mappings [(#10625)](https://github.com/prowler-cloud/prowler/pull/10625)
- Added new Github's Agentic Workflow to review CHANGELOG files
### 🔄 Changed
- Added `internet-exposed` category to 13 AWS checks (CloudFront, CodeArtifact, EC2, EFS, RDS, SageMaker, Shield, VPC) [(#10502)](https://github.com/prowler-cloud/prowler/pull/10502)
- Minimum Python version from 3.9 to 3.10 and updated classifiers to reflect supported versions (3.10, 3.11, 3.12) [(#10464)](https://github.com/prowler-cloud/prowler/pull/10464)
- Pin direct SDK dependencies to exact versions and rely on `poetry.lock` artifact hashes for reproducible installs [(#10593)](https://github.com/prowler-cloud/prowler/pull/10593)
- Sensitive CLI flags now warn when values are passed directly, recommending environment variables instead [(#10532)](https://github.com/prowler-cloud/prowler/pull/10532)
### 🐞 Fixed
@@ -34,6 +40,7 @@ All notable changes to the **Prowler SDK** are documented in this file.
- `--list-checks` and `--list-checks-json` now include `threat-detection` category checks in their output [(#10578)](https://github.com/prowler-cloud/prowler/pull/10578)
- Missing `__init__.py` in `codebuild_project_uses_allowed_github_organizations` check preventing discovery by `--list-checks` [(#10584)](https://github.com/prowler-cloud/prowler/pull/10584)
- Azure Key Vault checks emitting incorrect findings for keys, secrets, and vault logging [(#10332)](https://github.com/prowler-cloud/prowler/pull/10332)
- `is_policy_public` now recognizes `kms:CallerAccount`, `kms:ViaService`, `aws:CalledVia`, `aws:CalledViaFirst`, and `aws:CalledViaLast` as restrictive condition keys, fixing false positives in `kms_key_policy_is_not_public` and other checks that use `is_condition_block_restrictive` [(#10600)](https://github.com/prowler-cloud/prowler/pull/10600)
- `_enabled_regions` empty-set bug in `AwsProvider.generate_regional_clients` creating boto3 clients for all 36 AWS regions instead of the audited ones, causing random CI timeouts and slow test runs [(#10598)](https://github.com/prowler-cloud/prowler/pull/10598)
- Retrieve only the latest version from a package in AWS CodeArtifact [(#10243)](https://github.com/prowler-cloud/prowler/pull/10243)
@@ -42,6 +49,7 @@ All notable changes to the **Prowler SDK** are documented in this file.
- Sensitive CLI flag values (tokens, keys, passwords) in HTML output "Parameters used" field now redacted to prevent credential leaks [(#10518)](https://github.com/prowler-cloud/prowler/pull/10518)
- `authlib` bumped from 1.6.5 to 1.6.9 to fix CVE-2026-28802 (JWT `alg: none` validation bypass) [(#10579)](https://github.com/prowler-cloud/prowler/pull/10579)
- `cryptography` bumped from 44.0.3 to 46.0.6 ([CVE-2026-26007](https://github.com/pyca/cryptography/security/advisories/GHSA-r6ph-v2qm-q3c2), [CVE-2026-34073](https://github.com/pyca/cryptography/security/advisories/GHSA-m959-cc7f-wv43)), `oci` to 2.169.0, and `alibabacloud-tea-openapi` to 0.4.4 [(#10535)](https://github.com/prowler-cloud/prowler/pull/10535)
- `aiohttp` bumped from 3.13.3 to 3.13.5 to fix CVE-2026-34520 (the C parser accepted null bytes and control characters in response headers) [(#10537)](https://github.com/prowler-cloud/prowler/pull/10537)
---
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
File diff suppressed because it is too large. Load diff
@@ -54,7 +54,9 @@
{
"Id": "1.1.3",
"Description": "Ensure super admin accounts are used only for super admin activities",
"Checks": [],
"Checks": [
"directory_super_admin_only_admin_roles"
],
"Attributes": [
{
"Section": "1 Directory",
@@ -96,7 +98,9 @@
{
"Id": "3.1.1.1.1",
"Description": "Ensure external sharing options for primary calendars are configured",
"Checks": [],
"Checks": [
"calendar_external_sharing_primary_calendar"
],
"Attributes": [
{
"Section": "3 Apps",
@@ -138,7 +142,9 @@
{
"Id": "3.1.1.1.3",
"Description": "Ensure external invitation warnings for Google Calendar are configured",
"Checks": [],
"Checks": [
"calendar_external_invitations_warning"
],
"Attributes": [
{
"Section": "3 Apps",
@@ -159,7 +165,9 @@
{
"Id": "3.1.1.2.1",
"Description": "Ensure external sharing options for secondary calendars are configured",
"Checks": [],
"Checks": [
"calendar_external_sharing_secondary_calendar"
],
"Attributes": [
{
"Section": "3 Apps",
@@ -1310,7 +1310,9 @@
{
"Id": "GWS.CALENDAR.1.1",
"Description": "External Sharing Options for Primary Calendars SHALL be configured to Only free/busy information (hide event details)",
"Checks": [],
"Checks": [
"calendar_external_sharing_primary_calendar"
],
"Attributes": [
{
"Section": "Calendar",
@@ -1323,7 +1325,9 @@
{
"Id": "GWS.CALENDAR.1.2",
"Description": "External sharing options for secondary calendars SHALL be configured to Only free/busy information (hide event details)",
"Checks": [],
"Checks": [
"calendar_external_sharing_secondary_calendar"
],
"Attributes": [
{
"Section": "Calendar",
@@ -1336,7 +1340,9 @@
{
"Id": "GWS.CALENDAR.2.1",
"Description": "External invitations warnings SHALL be enabled to prompt users before sending invitations",
"Checks": [],
"Checks": [
"calendar_external_invitations_warning"
],
"Attributes": [
{
"Section": "Calendar",
+6 -3
View File
@@ -12,6 +12,7 @@ from prowler.config.config import (
default_output_directory,
)
from prowler.lib.check.models import Severity
from prowler.lib.cli.redact import warn_sensitive_argument_values
from prowler.lib.outputs.common import Status
from prowler.providers.common.arguments import (
init_providers_parser,
@@ -19,8 +20,6 @@ from prowler.providers.common.arguments import (
validate_provider_arguments,
)
SENSITIVE_ARGUMENTS = frozenset({"--shodan"})
class ProwlerArgumentParser:
# Set the default parser
@@ -126,6 +125,10 @@ Detailed documentation at https://docs.prowler.com
elif sys.argv[1] == "oci":
sys.argv[1] = "oraclecloud"
# Warn about sensitive flags passed with explicit values
# Snapshot argv before parse_args() which may exit on errors
warn_sensitive_argument_values(list(sys.argv[1:]))
# Parse arguments
args = self.parser.parse_args()
@@ -434,7 +437,7 @@ Detailed documentation at https://docs.prowler.com
nargs="?",
default=None,
metavar="SHODAN_API_KEY",
help="Check if any public IPs in your Cloud environments are exposed in Shodan.",
help="Check if any public IPs in your Cloud environments are exposed in Shodan. We recommend to use the SHODAN_API_KEY environment variable to provide the API key.",
)
third_party_subparser.add_argument(
"--slack",
+50 -5
View File
@@ -1,6 +1,9 @@
from functools import lru_cache
from importlib import import_module
from colorama import Fore, Style
from prowler.lib.cli.sensitive import SENSITIVE_ARGUMENTS as COMMON_SENSITIVE_ARGUMENTS
from prowler.lib.logger import logger
from prowler.providers.common.provider import Provider, providers_path
@@ -13,11 +16,7 @@ def get_sensitive_arguments() -> frozenset:
sensitive: set[str] = set()
# Common parser sensitive arguments (e.g., --shodan)
try:
parser_module = import_module("prowler.lib.cli.parser")
sensitive.update(getattr(parser_module, "SENSITIVE_ARGUMENTS", frozenset()))
except Exception as error:
logger.debug(f"Could not load SENSITIVE_ARGUMENTS from parser: {error}")
sensitive.update(COMMON_SENSITIVE_ARGUMENTS)
# Provider-specific sensitive arguments
for provider in Provider.get_available_providers():
@@ -66,3 +65,49 @@ def redact_argv(argv: list[str]) -> str:
result.append(arg)
return " ".join(result)
def warn_sensitive_argument_values(argv: list[str]) -> None:
"""Log a warning for each sensitive CLI flag that was passed with an explicit value.
Scans the raw argv list (not parsed args) to detect when users pass
secret values directly on the command line instead of using environment
variables. Handles both ``--flag value`` and ``--flag=value`` syntax.
Args:
argv: The argument list to check (typically ``sys.argv[1:]``).
"""
sensitive = get_sensitive_arguments()
if not sensitive:
return
use_color = "--no-color" not in argv
flags_with_values: list[str] = []
for i, arg in enumerate(argv):
# --flag=value syntax
if "=" in arg:
flag = arg.split("=", 1)[0]
if flag in sensitive:
flags_with_values.append(flag)
continue
# --flag value syntax
if arg in sensitive:
if i + 1 < len(argv) and not argv[i + 1].startswith("-"):
flags_with_values.append(arg)
for flag in flags_with_values:
if use_color:
logger.warning(
f"{Fore.YELLOW}{Style.BRIGHT}WARNING:{Style.RESET_ALL}{Fore.YELLOW} "
f"Passing a value directly to {flag} is not recommended. "
f"Use the corresponding environment variable instead to avoid "
f"exposing secrets in process listings and shell history.{Style.RESET_ALL}"
)
else:
logger.warning(
f"Passing a value directly to {flag} is not recommended. "
f"Use the corresponding environment variable instead to avoid "
f"exposing secrets in process listings and shell history."
)
+8
View File
@@ -0,0 +1,8 @@
"""Common parser sensitive arguments.
This module is kept dependency-free (no prowler-internal imports) so that
``prowler.lib.cli.redact`` and any provider argument module can import it
without circular-import risk.
"""
SENSITIVE_ARGUMENTS = frozenset({"--shodan"})
+98
View File
@@ -0,0 +1,98 @@
from colorama import Fore, Style
from tabulate import tabulate
from prowler.config.config import orange_color
def get_ccc_table(
findings: list,
bulk_checks_metadata: dict,
compliance_framework: str,
output_filename: str,
output_directory: str,
compliance_overview: bool,
):
section_table = {
"Provider": [],
"Section": [],
"Status": [],
"Muted": [],
}
pass_count = []
fail_count = []
muted_count = []
sections = {}
for index, finding in enumerate(findings):
check = bulk_checks_metadata[finding.check_metadata.CheckID]
check_compliances = check.Compliance
for compliance in check_compliances:
if compliance.Framework == "CCC":
for requirement in compliance.Requirements:
for attribute in requirement.Attributes:
section = attribute.Section
if section not in sections:
sections[section] = {"FAIL": 0, "PASS": 0, "Muted": 0}
if finding.muted:
if index not in muted_count:
muted_count.append(index)
sections[section]["Muted"] += 1
else:
if finding.status == "FAIL" and index not in fail_count:
fail_count.append(index)
sections[section]["FAIL"] += 1
elif finding.status == "PASS" and index not in pass_count:
pass_count.append(index)
sections[section]["PASS"] += 1
sections = dict(sorted(sections.items()))
for section in sections:
section_table["Provider"].append(compliance.Provider)
section_table["Section"].append(section)
if sections[section]["FAIL"] > 0:
section_table["Status"].append(
f"{Fore.RED}FAIL({sections[section]['FAIL']}){Style.RESET_ALL}"
)
else:
if sections[section]["PASS"] > 0:
section_table["Status"].append(
f"{Fore.GREEN}PASS({sections[section]['PASS']}){Style.RESET_ALL}"
)
else:
section_table["Status"].append(f"{Fore.GREEN}PASS{Style.RESET_ALL}")
section_table["Muted"].append(
f"{orange_color}{sections[section]['Muted']}{Style.RESET_ALL}"
)
if (
len(fail_count) + len(pass_count) + len(muted_count) > 1
): # If there are no resources, don't print the compliance table
print(
f"\nCompliance Status of {Fore.YELLOW}{compliance_framework.upper()}{Style.RESET_ALL} Framework:"
)
total_findings_count = len(fail_count) + len(pass_count) + len(muted_count)
overview_table = [
[
f"{Fore.RED}{round(len(fail_count) / total_findings_count * 100, 2)}% ({len(fail_count)}) FAIL{Style.RESET_ALL}",
f"{Fore.GREEN}{round(len(pass_count) / total_findings_count * 100, 2)}% ({len(pass_count)}) PASS{Style.RESET_ALL}",
f"{orange_color}{round(len(muted_count) / total_findings_count * 100, 2)}% ({len(muted_count)}) MUTED{Style.RESET_ALL}",
]
]
print(tabulate(overview_table, tablefmt="rounded_grid"))
if not compliance_overview:
if len(fail_count) > 0 and len(section_table["Section"]) > 0:
print(
f"\nFramework {Fore.YELLOW}{compliance_framework.upper()}{Style.RESET_ALL} Results:"
)
print(
tabulate(
section_table,
tablefmt="rounded_grid",
headers="keys",
)
)
print(f"\nDetailed results of {compliance_framework.upper()} are in:")
print(
f" - CSV: {output_directory}/compliance/{output_filename}_{compliance_framework}.csv\n"
)
@@ -3,6 +3,7 @@ import sys
from prowler.lib.check.models import Check_Report
from prowler.lib.logger import logger
from prowler.lib.outputs.compliance.c5.c5 import get_c5_table
from prowler.lib.outputs.compliance.ccc.ccc import get_ccc_table
from prowler.lib.outputs.compliance.cis.cis import get_cis_table
from prowler.lib.outputs.compliance.csa.csa import get_csa_table
from prowler.lib.outputs.compliance.ens.ens import get_ens_table
@@ -104,6 +105,15 @@ def display_compliance_table(
output_directory,
compliance_overview,
)
elif compliance_framework.startswith("ccc_"):
get_ccc_table(
findings,
bulk_checks_metadata,
compliance_framework,
output_filename,
output_directory,
compliance_overview,
)
else:
get_generic_compliance_table(
findings,
@@ -617,6 +617,11 @@ def is_condition_block_restrictive(
"aws:sourceorgpaths",
"aws:userid",
"aws:username",
"aws:calledvia",
"aws:calledviafirst",
"aws:calledvialast",
"kms:calleraccount",
"kms:viaservice",
"s3:resourceaccount",
"lambda:eventsourcetoken", # For Alexa Home functions, a token that the invoker must supply.
],
@@ -635,6 +640,11 @@ def is_condition_block_restrictive(
"aws:sourceorgpaths",
"aws:userid",
"aws:username",
"aws:calledvia",
"aws:calledviafirst",
"aws:calledvialast",
"kms:calleraccount",
"kms:viaservice",
"s3:resourceaccount",
"lambda:eventsourcetoken",
],
@@ -0,0 +1,44 @@
{
"Provider": "aws",
"CheckID": "stepfunctions_statemachine_no_secrets_in_definition",
"CheckTitle": "Step Functions state machine has no sensitive credentials in its definition",
"CheckType": [
"Software and Configuration Checks/AWS Security Best Practices",
"TTPs/Credential Access",
"Effects/Data Exposure",
"Sensitive Data Identifications/Security"
],
"ServiceName": "stepfunctions",
"SubServiceName": "",
"ResourceIdTemplate": "",
"Severity": "critical",
"ResourceType": "AwsStepFunctionStateMachine",
"ResourceGroup": "serverless",
"Description": "**AWS Step Functions state machines** are inspected for **hardcoded secrets** (keys, tokens, passwords) embedded directly in the state machine **definition** (Amazon States Language JSON).\n\nSuch values indicate sensitive data is stored directly in task parameters instead of being sourced securely.",
"Risk": "Plaintext secrets in state machine definitions reduce confidentiality: values can be viewed in the AWS Console, CLI, and may leak into execution logs or public outputs. Compromised credentials enable unauthorized AWS actions, lateral movement, and data exfiltration.",
"RelatedUrl": "",
"AdditionalURLs": [
"https://docs.aws.amazon.com/step-functions/latest/dg/concepts-amazon-states-language.html",
"https://docs.aws.amazon.com/step-functions/latest/dg/security-best-practices.html",
"https://docs.aws.amazon.com/secretsmanager/latest/userguide/integrating_how-services-use-secrets_step-functions.html",
"https://docs.aws.amazon.com/systems-manager/latest/userguide/integration-ps-secretsmanager.html"
],
"Remediation": {
"Code": {
"CLI": "",
"NativeIaC": "```yaml\nResources:\n <example_resource_name>:\n Type: AWS::StepFunctions::StateMachine\n Properties:\n StateMachineName: <example_resource_name>\n RoleArn: <example_resource_arn>\n DefinitionString: |\n {\n \"Comment\": \"Example state machine\",\n \"StartAt\": \"MyTask\",\n \"States\": {\n \"MyTask\": {\n \"Type\": \"Task\",\n \"Resource\": \"arn:aws:states:::aws-sdk:secretsmanager:getSecretValue\",\n \"Parameters\": {\n \"SecretId\": \"<example_secret_name>\"\n },\n \"End\": true\n }\n }\n }\n```",
"Other": "1. In AWS Console, go to Step Functions and open your state machine\n2. Click Edit\n3. Remove any hardcoded secrets from the definition\n4. Use AWS Secrets Manager or Parameter Store to retrieve secrets at runtime\n5. Grant the state machine IAM role permission to access the secret\n6. Save the updated definition",
"Terraform": "```hcl\nresource \"aws_sfn_state_machine\" \"<example_resource_name>\" {\n name = \"<example_resource_name>\"\n role_arn = \"<example_resource_arn>\"\n\n definition = jsonencode({\n Comment = \"Example state machine\"\n StartAt = \"MyTask\"\n States = {\n MyTask = {\n Type = \"Task\"\n Resource = \"arn:aws:states:::aws-sdk:secretsmanager:getSecretValue\"\n Parameters = {\n SecretId = \"<example_secret_name>\" # Reference secret by name, never hardcode value\n }\n End = true\n }\n }\n })\n}\n```"
},
"Recommendation": {
"Text": "Store secrets outside the state machine definition and retrieve them securely at runtime using **AWS Secrets Manager** or **AWS Systems Manager Parameter Store**.\n- Use the `aws-sdk:secretsmanager:getSecretValue` integration to fetch secrets dynamically\n- Enforce **least privilege** on the state machine IAM role\n- Rotate secrets regularly and never embed them in the definition",
"Url": "https://hub.prowler.com/check/stepfunctions_statemachine_no_secrets_in_definition"
}
},
"Categories": [
"secrets"
],
"DependsOn": [],
"RelatedTo": [],
"Notes": ""
}
@@ -0,0 +1,45 @@
from prowler.lib.check.models import Check, Check_Report_AWS
from prowler.lib.utils.utils import detect_secrets_scan
from prowler.providers.aws.services.stepfunctions.stepfunctions_client import (
stepfunctions_client,
)
class stepfunctions_statemachine_no_secrets_in_definition(Check):
"""Check that AWS Step Functions state machine definitions contain no hardcoded secrets."""
def execute(self) -> list[Check_Report_AWS]:
findings = []
secrets_ignore_patterns = stepfunctions_client.audit_config.get(
"secrets_ignore_patterns", []
)
for state_machine in stepfunctions_client.state_machines.values():
report = Check_Report_AWS(metadata=self.metadata(), resource=state_machine)
report.status = "PASS"
report.status_extended = f"No secrets found in Step Functions state machine {state_machine.name} definition."
if state_machine.definition:
detect_secrets_output = detect_secrets_scan(
data=state_machine.definition,
excluded_secrets=secrets_ignore_patterns,
detect_secrets_plugins=stepfunctions_client.audit_config.get(
"detect_secrets_plugins",
),
)
if detect_secrets_output:
secrets_string = ", ".join(
[
f"{secret['type']} on line {secret['line_number']}"
for secret in detect_secrets_output
]
)
report.status = "FAIL"
report.status_extended = (
f"Potential {'secrets' if len(detect_secrets_output) > 1 else 'secret'} "
f"found in Step Functions state machine {state_machine.name} definition "
f"-> {secrets_string}."
)
findings.append(report)
return findings
@@ -59,11 +59,14 @@ class GoogleworkspaceProvider(Provider):
_mutelist: GoogleWorkspaceMutelist
audit_metadata: Audit_Metadata
# Google Workspace Admin SDK OAuth2 scopes
DIRECTORY_SCOPES = [
# Google Workspace OAuth2 scopes
SCOPES = [
"https://www.googleapis.com/auth/admin.directory.user.readonly",
"https://www.googleapis.com/auth/admin.directory.domain.readonly",
"https://www.googleapis.com/auth/admin.directory.customer.readonly",
# Cloud Identity Policy API (calendar and other app policies)
"https://www.googleapis.com/auth/cloud-identity.policies.readonly",
"https://www.googleapis.com/auth/admin.directory.rolemanagement.readonly",
]
def __init__(
@@ -214,7 +217,7 @@ class GoogleworkspaceProvider(Provider):
try:
credentials = service_account.Credentials.from_service_account_file(
credentials_file,
scopes=GoogleworkspaceProvider.DIRECTORY_SCOPES,
scopes=GoogleworkspaceProvider.SCOPES,
)
except FileNotFoundError as error:
raise GoogleWorkspaceInvalidCredentialsError(
@@ -241,7 +244,7 @@ class GoogleworkspaceProvider(Provider):
try:
credentials = service_account.Credentials.from_service_account_info(
credentials_data,
scopes=GoogleworkspaceProvider.DIRECTORY_SCOPES,
scopes=GoogleworkspaceProvider.SCOPES,
)
except ValueError as error:
raise GoogleWorkspaceInvalidCredentialsError(
@@ -264,7 +267,7 @@ class GoogleworkspaceProvider(Provider):
try:
credentials = service_account.Credentials.from_service_account_file(
env_file,
scopes=GoogleworkspaceProvider.DIRECTORY_SCOPES,
scopes=GoogleworkspaceProvider.SCOPES,
)
except FileNotFoundError as error:
raise GoogleWorkspaceInvalidCredentialsError(
@@ -293,7 +296,7 @@ class GoogleworkspaceProvider(Provider):
try:
credentials = service_account.Credentials.from_service_account_info(
credentials_data,
scopes=GoogleworkspaceProvider.DIRECTORY_SCOPES,
scopes=GoogleworkspaceProvider.SCOPES,
)
except ValueError as error:
raise GoogleWorkspaceInvalidCredentialsError(
@@ -414,7 +417,7 @@ class GoogleworkspaceProvider(Provider):
)
# Fetch all domains (primary + aliases) to support domain aliases
# The scope admin.directory.domain.readonly is already in DIRECTORY_SCOPES
# The scope admin.directory.domain.readonly is already in SCOPES above
try:
domains_response = service.domains().list(customer="my_customer").execute()
valid_domains = [
Whitespace-only changes.
@@ -0,0 +1,6 @@
from prowler.providers.common.provider import Provider
from prowler.providers.googleworkspace.services.calendar.calendar_service import (
Calendar,
)
calendar_client = Calendar(Provider.get_global_provider())
@@ -0,0 +1,41 @@
{
"Provider": "googleworkspace",
"CheckID": "calendar_external_invitations_warning",
"CheckTitle": "External invitation warnings are enabled for Google Calendar",
"CheckType": [],
"ServiceName": "calendar",
"SubServiceName": "",
"ResourceIdTemplate": "",
"Severity": "medium",
"ResourceType": "NotDefined",
"ResourceGroup": "collaboration",
"Description": "Google Calendar **warns users** when they invite guests from outside the organization to an event. This prompt gives users a chance to reconsider before sharing meeting details with external parties, reducing the likelihood of **accidental information disclosure** through calendar invitations.",
"Risk": "Without external invitation warnings, users may unintentionally include **external guests** in internal meetings, exposing **confidential meeting details**, agendas, and internal attendee lists to unauthorized parties. This is a common vector for inadvertent data leakage through everyday calendar actions.",
"RelatedUrl": "",
"AdditionalURLs": [
"https://support.google.com/a/answer/6329284",
"https://knowledge.workspace.google.com/admin/calendar/set-google-calendar-sharing-options",
"https://cloud.google.com/identity/docs/concepts/supported-policy-api-settings"
],
"Remediation": {
"Code": {
"CLI": "",
"NativeIaC": "",
"Other": "1. Sign in to the Google **Admin console** at https://admin.google.com\n2. Navigate to **Apps** > **Google Workspace** > **Calendar**\n3. Click **Sharing settings**\n4. Under **External invitations**, check **Warn users when inviting guests outside of the domain**\n5. Click **Save**",
"Terraform": ""
},
"Recommendation": {
"Text": "Enable external invitation warnings so users are notified whenever a meeting invitation includes guests outside the organization. This simple prompt helps prevent accidental disclosure of meeting details to unintended recipients.",
"Url": "https://hub.prowler.com/check/calendar_external_invitations_warning"
}
},
"Categories": [
"internet-exposed"
],
"DependsOn": [],
"RelatedTo": [
"calendar_external_sharing_primary_calendar",
"calendar_external_sharing_secondary_calendar"
],
"Notes": ""
}
@@ -0,0 +1,56 @@
from typing import List
from prowler.lib.check.models import Check, CheckReportGoogleWorkspace
from prowler.providers.googleworkspace.services.calendar.calendar_client import (
calendar_client,
)
class calendar_external_invitations_warning(Check):
"""Check that external invitation warnings are enabled for Google Calendar
This check verifies that the domain-level policy warns users when they
invite guests from outside the organization, reducing the risk of accidental
information disclosure through calendar events.
"""
def execute(self) -> List[CheckReportGoogleWorkspace]:
findings = []
if calendar_client.policies_fetched:
report = CheckReportGoogleWorkspace(
metadata=self.metadata(),
resource=calendar_client.provider.identity,
resource_name=calendar_client.provider.identity.domain,
resource_id=calendar_client.provider.identity.customer_id,
customer_id=calendar_client.provider.identity.customer_id,
location="global",
)
warning_enabled = calendar_client.policies.external_invitations_warning
if warning_enabled is True:
report.status = "PASS"
report.status_extended = (
f"External invitation warnings for Google Calendar are enabled "
f"in domain {calendar_client.provider.identity.domain}."
)
else:
report.status = "FAIL"
if warning_enabled is None:
report.status_extended = (
f"External invitation warnings for Google Calendar are not "
f"explicitly configured in domain "
f"{calendar_client.provider.identity.domain}. "
f"Users should be warned when inviting guests outside the organization."
)
else:
report.status_extended = (
f"External invitation warnings for Google Calendar are disabled "
f"in domain {calendar_client.provider.identity.domain}. "
f"Users should be warned when inviting guests outside the organization."
)
findings.append(report)
return findings
@@ -0,0 +1,41 @@
{
"Provider": "googleworkspace",
"CheckID": "calendar_external_sharing_primary_calendar",
"CheckTitle": "External sharing for primary calendars is restricted to free/busy only",
"CheckType": [],
"ServiceName": "calendar",
"SubServiceName": "",
"ResourceIdTemplate": "",
"Severity": "medium",
"ResourceType": "NotDefined",
"ResourceGroup": "collaboration",
"Description": "Primary calendars in the Google Workspace domain share **only free/busy information** with external users. When external sharing is set to share full event details, sensitive information such as meeting titles, attendees, locations, and descriptions is exposed to users outside the organization.",
"Risk": "Overly permissive external sharing of primary calendars exposes **sensitive meeting metadata** — titles, attendees, locations, and descriptions — to users outside the organization. This increases the risk of **information disclosure**, **social engineering**, and **targeted phishing** based on insights into organizational activities.",
"RelatedUrl": "",
"AdditionalURLs": [
"https://support.google.com/a/answer/60765",
"https://knowledge.workspace.google.com/admin/calendar/set-google-calendar-sharing-options",
"https://cloud.google.com/identity/docs/concepts/supported-policy-api-settings"
],
"Remediation": {
"Code": {
"CLI": "",
"NativeIaC": "",
"Other": "1. Sign in to the Google **Admin console** at https://admin.google.com\n2. Navigate to **Apps** > **Google Workspace** > **Calendar**\n3. Click **Sharing settings**\n4. Under **External sharing options for primary calendars**, select **Only free/busy information (hide event details)**\n5. Click **Save**",
"Terraform": ""
},
"Recommendation": {
"Text": "Restrict external sharing of primary calendars to free/busy information only. This preserves scheduling functionality with external users while preventing exposure of sensitive meeting details.",
"Url": "https://hub.prowler.com/check/calendar_external_sharing_primary_calendar"
}
},
"Categories": [
"internet-exposed"
],
"DependsOn": [],
"RelatedTo": [
"calendar_external_sharing_secondary_calendar",
"calendar_external_invitations_warning"
],
"Notes": ""
}
@@ -0,0 +1,56 @@
from typing import List
from prowler.lib.check.models import Check, CheckReportGoogleWorkspace
from prowler.providers.googleworkspace.services.calendar.calendar_client import (
calendar_client,
)
class calendar_external_sharing_primary_calendar(Check):
"""Check that external sharing for primary calendars is restricted to free/busy only
This check verifies that the domain-level policy for primary calendar external
sharing is set to share only free/busy information, preventing exposure of
event details to external users.
"""
def execute(self) -> List[CheckReportGoogleWorkspace]:
findings = []
if calendar_client.policies_fetched:
report = CheckReportGoogleWorkspace(
metadata=self.metadata(),
resource=calendar_client.provider.identity,
resource_name=calendar_client.provider.identity.domain,
resource_id=calendar_client.provider.identity.customer_id,
customer_id=calendar_client.provider.identity.customer_id,
location="global",
)
sharing = calendar_client.policies.primary_calendar_external_sharing
if sharing == "EXTERNAL_FREE_BUSY_ONLY":
report.status = "PASS"
report.status_extended = (
f"Primary calendar external sharing in domain "
f"{calendar_client.provider.identity.domain} is restricted to "
f"free/busy information only."
)
else:
report.status = "FAIL"
if sharing is None:
report.status_extended = (
f"Primary calendar external sharing is not explicitly configured "
f"in domain {calendar_client.provider.identity.domain}. "
f"External sharing should be restricted to free/busy information only."
)
else:
report.status_extended = (
f"Primary calendar external sharing in domain "
f"{calendar_client.provider.identity.domain} is set to {sharing}. "
f"External sharing should be restricted to free/busy information only."
)
findings.append(report)
return findings
Loaded 100 of 207 files, more files were not shown because too many files have changed in this diff. Show more