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9 Commits

Author SHA1 Message Date
Alex Jones
65632b497b chore: resolved mod
Signed-off-by: Alex Jones <alexsimonjones@gmail.com>
2024-02-08 17:36:21 +00:00
Sahil Badla
9952a5d292 Merge branch 'main' into rest-api
Signed-off-by: Sahil Badla <146279034+sbadla1@users.noreply.github.com>
2024-01-16 10:25:07 -08:00
Sahil Badla
d9c66b4852 feat: enable rest/http support
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-16 10:17:38 -08:00
Sahil Badla
db97330659 feat: enable rest/http support
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-16 10:15:08 -08:00
Sahil Badla
c2e01ea9b6 feat: enable rest/http support
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-16 10:07:35 -08:00
Sahil Badla
5ea1b35cd5 feat: enable REST/http api support
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-16 10:07:31 -08:00
Thomas Schuetz
d661dfe585 Merge branch 'main' into rest-api 2024-01-05 06:17:30 +01:00
Sahil Badla
4ad9c49570 feat: grpc-gateway impl
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-04 11:15:01 -08:00
Sahil Badla
f1be5055db grpc-gateway changes
Signed-off-by: Sahil Badla <sahil_badla@intuit.com>
2024-01-03 16:53:09 -08:00
188 changed files with 3806 additions and 19508 deletions

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@@ -8,16 +8,13 @@ on:
pull_request:
branches:
- 'main'
- fix/build-branch
- '[0-9]+.[1-9][0-9]*.x'
paths-ignore:
- "**.md"
env:
GO_VERSION: "~1.23"
GO_VERSION: "~1.21"
IMAGE_NAME: "k8sgpt"
REGISTRY_IMAGE: ghcr.io/k8sgpt-ai/k8sgpt
defaults:
run:
shell: bash
@@ -25,7 +22,7 @@ defaults:
jobs:
prepare_ci_run:
name: Prepare CI Run
runs-on: ubuntu-latest
runs-on: ubuntu-22.04
outputs:
GIT_SHA: ${{ steps.extract_branch.outputs.GIT_SHA }}
BRANCH: ${{ steps.extract_branch.outputs.BRANCH }}
@@ -36,7 +33,7 @@ jobs:
steps:
- name: Check out code
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Extract branch name
id: extract_branch
@@ -54,61 +51,97 @@ jobs:
id: get_run_type
run: |
NON_FORKED_AND_NON_ROBOT_RUN=${{ ( github.actor != 'renovate[bot]' && github.actor != 'dependabot[bot]' ) && ( github.event_name == 'push' || github.event.pull_request.head.repo.full_name == github.repository ) }}
echo "github.actor != 'renovate[bot]' = ${{ github.actor != 'renovate[bot]' }}"
echo "github.actor != 'dependabot[bot]' = ${{ github.actor != 'dependabot[bot]' }}"
echo "github.event_name == 'push' = ${{ github.event_name == 'push' }}"
echo "github.event.pull_request.head.repo.full_name == github.repository = ${{ github.event.pull_request.head.repo.full_name == github.repository }}"
echo "NON_FORKED_AND_NON_ROBOT_RUN = $NON_FORKED_AND_NON_ROBOT_RUN"
echo "NON_FORKED_AND_NON_ROBOT_RUN=$NON_FORKED_AND_NON_ROBOT_RUN" >> "$GITHUB_OUTPUT"
build-and-push:
name: Build and Push Multi-arch Image
build_image:
name: Build Container Image
needs: prepare_ci_run
runs-on: ubuntu-latest
if: ${{ needs.prepare_ci_run.outputs.NON_FORKED_AND_NON_ROBOT_RUN == 'true' }}
runs-on: ubuntu-22.04
env:
BRANCH: ${{ needs.prepare_ci_run.outputs.BRANCH }}
DATETIME: ${{ needs.prepare_ci_run.outputs.DATETIME }}
BUILD_TIME: ${{ needs.prepare_ci_run.outputs.BUILD_TIME }}
GIT_SHA: ${{ needs.prepare_ci_run.outputs.GIT_SHA }}
RELEASE_REGISTRY: "localhost:5000/k8sgpt"
steps:
- name: Check out code
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
- name: Docker meta
id: meta
uses: docker/metadata-action@902fa8ec7d6ecbf8d84d538b9b233a880e428804 # v5
with:
images: ${{ env.REGISTRY_IMAGE }}
tags: |
type=ref,event=branch
type=ref,event=pr
type=semver,pattern={{version}}
type=semver,pattern={{major}}.{{minor}}
type=raw,value=dev-${{ env.DATETIME }}
- name: Login to GitHub Container Registry
uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.K8SGPT_BOT_SECRET }}
- name: Set up QEMU
uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Set up Docker Buildx
uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3
id: buildx
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Build and push multi-arch image
uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6
- name: Build Docker Image
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
platforms: linux/amd64
file: ./container/Dockerfile
platforms: linux/amd64,linux/arm64
push: true
target: production
tags: |
${{ env.RELEASE_REGISTRY }}/${{ env.IMAGE_NAME }}:dev-${{ env.DATETIME }}
build-args: |
GIT_HASH=${{ env.GIT_SHA }}
RELEASE_VERSION=dev-${{ env.DATETIME }}
BUILD_TIME=${{ env.BUILD_TIME }}
builder: ${{ steps.buildx.outputs.name }}
push: false
cache-from: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_NAME }}
cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_NAME }}
outputs: type=docker,dest=/tmp/${{ env.IMAGE_NAME }}-image.tar
- name: Upload image as artifact
uses: actions/upload-artifact@1eb3cb2b3e0f29609092a73eb033bb759a334595 # v4
with:
name: ${{ env.IMAGE_NAME }}-image.tar
path: /tmp/${{ env.IMAGE_NAME }}-image.tar
upload_images:
name: Upload images to ghcr registry
needs: [ prepare_ci_run, build_image ]
if: github.event_name == 'push' && needs.prepare_ci_run.outputs.NON_FORKED_AND_NON_ROBOT_RUN == 'true' # only run on push to main/maintenance branches
runs-on: ubuntu-22.04
env:
DATETIME: ${{ needs.prepare_ci_run.outputs.DATETIME }}
BUILD_TIME: ${{ needs.prepare_ci_run.outputs.BUILD_TIME }}
GIT_SHA: ${{ needs.prepare_ci_run.outputs.GIT_SHA }}
permissions:
packages: write # Needed for pushing images to the registry
contents: read # Needed for checking out the repository
steps:
- name: Check out code
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Login to GitHub Container Registry
uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
with:
registry: "ghcr.io"
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Build Docker Image
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
file: ./container/Dockerfile
platforms: linux/amd64,linux/arm64
target: production
tags: |
${{ env.REGISTRY_IMAGE }}:${{ env.DATETIME }}
labels: ${{ steps.meta.outputs.labels }}
secrets: |
GIT_AUTH_TOKEN=${{ secrets.K8SGPT_BOT_SECRET }}
ghcr.io/k8sgpt-ai/${{ env.IMAGE_NAME }}:dev-${{ env.DATETIME }}
build-args: |
GIT_HASH=${{ env.GIT_SHA }}
RELEASE_VERSION=dev-${{ env.DATETIME }}
BUILD_TIME=${{ env.BUILD_TIME }}
builder: ${{ steps.buildx.outputs.name }}
push: true
cache-from: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_NAME }}
cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_NAME }}

View File

@@ -2,17 +2,17 @@ name: Run golangci-lint
on:
pull_request:
branches: [main]
branches: [ main ]
jobs:
golangci-lint:
runs-on: ubuntu-latest
steps:
- name: Check out code into the Go module directory
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: golangci-lint
uses: golangci/golangci-lint-action@4afd733a84b1f43292c63897423277bb7f4313a9 # v8
uses: reviewdog/action-golangci-lint@24d4af2fc93f5b2b296229e8b0c0f658d25707af # v2
with:
version: v2.1.0
only-new-issues: true
github_token: ${{ secrets.GITHUB_TOKEN }}
reporter: github-pr-check

View File

@@ -23,9 +23,9 @@ jobs:
# Release-please creates a PR that tracks all changes
steps:
- name: Checkout
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- uses: google-github-actions/release-please-action@e4dc86ba9405554aeba3c6bb2d169500e7d3b4ee # v4.1.1
- uses: google-github-actions/release-please-action@cc61a07e2da466bebbc19b3a7dd01d6aecb20d1e # v4.0.2
id: release
with:
command: manifest
@@ -40,32 +40,18 @@ jobs:
- release-please
runs-on: ubuntu-latest
steps:
- name: Free Disk Space (Ubuntu)
uses: jlumbroso/free-disk-space@main
with:
# this might remove tools that are actually needed,
# if set to "true" but frees about 6 GB
tool-cache: false
# all of these default to true, but feel free to set to
# "false" if necessary for your workflow
android: false
dotnet: false
haskell: false
large-packages: true
docker-images: true
swap-storage: true
- name: Checkout
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
with:
fetch-depth: 0
- name: Set up Go
uses: actions/setup-go@40f1582b2485089dde7abd97c1529aa768e1baff # v5
uses: actions/setup-go@0c52d547c9bc32b1aa3301fd7a9cb496313a4491 # v5
with:
go-version: '1.22'
go-version: '1.21'
- name: Download Syft
uses: anchore/sbom-action/download-syft@55dc4ee22412511ee8c3142cbea40418e6cec693 # v0.17.8
uses: anchore/sbom-action/download-syft@c7f031d9249a826a082ea14c79d3b686a51d485a # v0.15.3
- name: Run GoReleaser
uses: goreleaser/goreleaser-action@e435ccd777264be153ace6237001ef4d979d3a7a # v6
uses: goreleaser/goreleaser-action@7ec5c2b0c6cdda6e8bbb49444bc797dd33d74dd8 # v5
with:
# either 'goreleaser' (default) or 'goreleaser-pro'
distribution: goreleaser
@@ -73,15 +59,12 @@ jobs:
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.K8SGPT_BOT_SECRET }}
SLACK_TOKEN: ${{ secrets.SLACK_TOKEN }}
# - name: Update new version in krew-index
# uses: rajatjindal/krew-release-bot@3d9faef30a82761d610544f62afddca00993eef9 # v0.0.47
build-container:
if: needs.release-please.outputs.releases_created == 'true'
needs:
- release-please
runs-on: ubuntu-latest
runs-on: ubuntu-22.04
permissions:
contents: write
packages: write
@@ -91,23 +74,23 @@ jobs:
IMAGE_NAME: k8sgpt
steps:
- name: Checkout
uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
with:
submodules: recursive
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@e468171a9de216ec08956ac3ada2f0791b6bd435 # v3
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Login to GitHub Container Registry
uses: docker/login-action@184bdaa0721073962dff0199f1fb9940f07167d1 # v3
uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
with:
registry: "ghcr.io"
username: ${{ github.actor }}
password: ${{ secrets.K8SGPT_BOT_SECRET }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build Docker Image
uses: docker/build-push-action@263435318d21b8e681c14492fe198d362a7d2c83 # v6
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
file: ./container/Dockerfile
@@ -121,14 +104,14 @@ jobs:
cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}
- name: Generate SBOM
uses: anchore/sbom-action@55dc4ee22412511ee8c3142cbea40418e6cec693 # v0.17.8
uses: anchore/sbom-action@c7f031d9249a826a082ea14c79d3b686a51d485a # v0.15.3
with:
image: ${{ env.IMAGE_TAG }}
artifact-name: sbom-${{ env.IMAGE_NAME }}
output-file: ./sbom-${{ env.IMAGE_NAME }}.spdx.json
- name: Attach SBOM to release
uses: softprops/action-gh-release@72f2c25fcb47643c292f7107632f7a47c1df5cd8 # v2
uses: softprops/action-gh-release@de2c0eb89ae2a093876385947365aca7b0e5f844 # v1
with:
tag_name: ${{ needs.release-please.outputs.tag_name }}
files: ./sbom-${{ env.IMAGE_NAME }}.spdx.json

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@@ -10,13 +10,13 @@ defaults:
shell: bash
jobs:
validate:
runs-on: ubuntu-latest
runs-on: ubuntu-22.04
permissions:
contents: read # Needed for checking out the repository
pull-requests: read # Needed for reading prs
steps:
- name: Validate Pull Request
uses: amannn/action-semantic-pull-request@fdd4d3ddf614fbcd8c29e4b106d3bbe0cb2c605d # v6.0.1
uses: amannn/action-semantic-pull-request@e9fabac35e210fea40ca5b14c0da95a099eff26f # v5.4.0
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
with:

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@@ -9,22 +9,19 @@ on:
- main
env:
GO_VERSION: "~1.22"
GO_VERSION: "~1.21"
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@93cb6efe18208431cddfb8368fd83d5badbf9bfd # v5
- uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Set up Go
uses: actions/setup-go@40f1582b2485089dde7abd97c1529aa768e1baff # v5
uses: actions/setup-go@0c52d547c9bc32b1aa3301fd7a9cb496313a4491 # v5
with:
go-version: ${{ env.GO_VERSION }}
- name: Run test
run: go test ./... -coverprofile=coverage.txt
- name: Upload coverage to Codecov
uses: codecov/codecov-action@18283e04ce6e62d37312384ff67231eb8fd56d24 # v5
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
run: go test ./...

1
.gitignore vendored
View File

@@ -7,4 +7,3 @@ k8sgpt*
dist/
bin/
pkg/server/example/example

View File

@@ -1,4 +1,3 @@
version: 2
# This is an example .goreleaser.yml file with some sensible defaults.
# Make sure to check the documentation at https://goreleaser.com
before:
@@ -15,14 +14,12 @@ builds:
- windows
- darwin
ldflags:
- -s -w
- -X main.version={{.Version}}
- -X main.commit={{.ShortCommit}}
- -X main.Date={{.CommitDate}}
- -s -w -X main.version={{.Version}}
- -s -w -X main.commit={{.ShortCommit}}
- -s -w -X main.Date={{.CommitDate}}
nfpms:
- file_name_template: "{{ .ProjectName }}_{{ .Arch }}"
maintainer: "K8sGPT Maintainers <contact@k8sgpt.ai>"
- file_name_template: '{{ .ProjectName }}_{{ .Arch }}'
homepage: https://k8sgpt.ai
description: >-
K8sGPT is a tool for scanning your kubernetes clusters, diagnosing and triaging issues in simple english. It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.
@@ -35,7 +32,7 @@ nfpms:
section: utils
contents:
- src: ./LICENSE
dst: /usr/share/doc/k8sgpt/copyright
dst: /usr/share/doc/nfpm/copyright
file_info:
mode: 0644
@@ -54,8 +51,8 @@ archives:
{{- if .Arm }}v{{ .Arm }}{{ end }}
# use zip for windows archives
format_overrides:
- goos: windows
format: zip
- goos: windows
format: zip
brews:
- name: k8sgpt
@@ -65,33 +62,15 @@ brews:
name: homebrew-k8sgpt
checksum:
name_template: "checksums.txt"
name_template: 'checksums.txt'
snapshot:
name_template: "{{ incpatch .Version }}-next"
announce:
slack:
# Whether its enabled or not.
#
# Templates: allowed (since v2.6).
enabled: true
# Message template to use while publishing.
#
# Default: '{{ .ProjectName }} {{ .Tag }} is out! Check it out at {{ .ReleaseURL }}'.
# Templates: allowed.
message_template: "{{ .ProjectName }} release {{.Tag}} is out!"
# The name of the channel that the user selected as a destination for webhook messages.
channel: "#general"
# Set your Webhook's user name.
username: "K8sGPT"
# Emoji to use as the icon for this message. Overrides icon_url.
icon_emoji: ""
# URL to an image to use as the icon for this message.
icon_url: ""
changelog:
skip: true
# The lines beneath this are called `modelines`. See `:help modeline`
# Feel free to remove those if you don't want/use them.
# yaml-language-server: $schema=https://goreleaser.com/static/schema.json
# vim: set ts=2 sw=2 tw=0 fo=cnqoj

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@@ -1,110 +0,0 @@
apiVersion: krew.googlecontainertools.github.com/v1alpha2
kind: Plugin
metadata:
name: gpt
spec:
version: {{ .TagName }}
homepage: https://github.com/k8sgpt-ai/k8sgpt
shortDescription: "Giving Kubernetes Superpowers to everyone"
description: |
A tool for scanning your Kubernetes clusters, diagnosing, and triaging issues in simple English.
platforms:
##########
# Darwin #
##########
- selector:
matchLabels:
os: darwin
arch: amd64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Darwin_x86_64.tar.gz" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
- selector:
matchLabels:
os: darwin
arch: arm64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Darwin_arm64.tar.gz" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
#########
# Linux #
#########
- selector:
matchLabels:
os: linux
arch: amd64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Linux_x86_64.tar.gz" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
- selector:
matchLabels:
os: linux
arch: arm64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Linux_arm64.tar.gz" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
- selector:
matchLabels:
os: linux
arch: "386"
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Linux_i386.tar.gz" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
###########
# Windows #
###########
- selector:
matchLabels:
os: windows
arch: amd64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Windows_x86_64.zip" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
- selector:
matchLabels:
os: windows
arch: arm64
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Windows_arm64.zip" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt
- selector:
matchLabels:
os: windows
arch: "386"
{{addURIAndSha "https://github.com/k8sgpt-ai/k8sgpt/releases/download/{{ .TagName }}/k8sgpt_Windows_i386.zip" .TagName | indent 6 }}
files:
- from: "k8sgpt"
to: "kubectl-gpt"
- from: "LICENSE"
to: "."
bin: kubectl-gpt

View File

@@ -1 +1 @@
{".":"0.4.27"}
{".":"0.3.26"}

View File

@@ -1,921 +1,5 @@
# Changelog
## [0.4.27](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.26...v0.4.27) (2025-12-18)
### Features
* mcp v2 ([#1589](https://github.com/k8sgpt-ai/k8sgpt/issues/1589)) ([5480051](https://github.com/k8sgpt-ai/k8sgpt/commit/5480051230ce83b89c0382abd7992c7ecc4a85b8))
## [0.4.26](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.25...v0.4.26) (2025-10-16)
### Other
* missing filter arg on serve ([#1583](https://github.com/k8sgpt-ai/k8sgpt/issues/1583)) ([f1d2e30](https://github.com/k8sgpt-ai/k8sgpt/commit/f1d2e306f32eb1e01a2788174084be29a7fa1282))
## [0.4.25](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.24...v0.4.25) (2025-09-03)
### Features
* fix to broken inference ([#1575](https://github.com/k8sgpt-ai/k8sgpt/issues/1575)) ([291e42d](https://github.com/k8sgpt-ai/k8sgpt/commit/291e42dc4b81ffb0672c21fbb325ddebc5d531a3))
## [0.4.24](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.23...v0.4.24) (2025-08-18)
### Features
* add ClusterServiceVersion, Subscription, InstallPlan, OperatorGroup, and CatalogSource analyzers ([#1564](https://github.com/k8sgpt-ai/k8sgpt/issues/1564)) ([0cf4cae](https://github.com/k8sgpt-ai/k8sgpt/commit/0cf4cae07e32a0025246abcf2d1a5a91f82d093a))
* reintroduced inference code ([#1548](https://github.com/k8sgpt-ai/k8sgpt/issues/1548)) ([7e33276](https://github.com/k8sgpt-ai/k8sgpt/commit/7e332761d89d953989b4f33509208dd4db4d4b91))
* update helm charts with mcp support and fix Google ADA issue ([#1568](https://github.com/k8sgpt-ai/k8sgpt/issues/1568)) ([5334589](https://github.com/k8sgpt-ai/k8sgpt/commit/53345895deec4c74cac00ee3fd5e230f6a92cf4a))
### Bug Fixes
* migrated to more actively maintained mcp golang lib and added AI explain ([#1557](https://github.com/k8sgpt-ai/k8sgpt/issues/1557)) ([c47ae59](https://github.com/k8sgpt-ai/k8sgpt/commit/c47ae595fb9fc5bf22afef3bc6764b3e87e4553d))
### Other
* **deps:** update actions/checkout action to v5 ([#1562](https://github.com/k8sgpt-ai/k8sgpt/issues/1562)) ([e385e77](https://github.com/k8sgpt-ai/k8sgpt/commit/e385e77da93a65fe52a152bf1f8f1415552698d5))
* **deps:** update amannn/action-semantic-pull-request action to v6 ([#1565](https://github.com/k8sgpt-ai/k8sgpt/issues/1565)) ([c5c9135](https://github.com/k8sgpt-ai/k8sgpt/commit/c5c9135900ec6f95b63dac47df751269e7420e87))
* **deps:** update docker/login-action digest to 184bdaa ([#1559](https://github.com/k8sgpt-ai/k8sgpt/issues/1559)) ([0239b2f](https://github.com/k8sgpt-ai/k8sgpt/commit/0239b2fe6e7105bbcf3256c559c30ec7065b25f3))
* **deps:** update goreleaser/goreleaser-action digest to e435ccd ([#1569](https://github.com/k8sgpt-ai/k8sgpt/issues/1569)) ([5e86f49](https://github.com/k8sgpt-ai/k8sgpt/commit/5e86f4925c4209b0eb2959227229c2994cfc5b6f))
## [0.4.23](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.22...v0.4.23) (2025-08-08)
### Features
* add ClusterCatalog and ClusterExtension analyzers ([#1555](https://github.com/k8sgpt-ai/k8sgpt/issues/1555)) ([a821814](https://github.com/k8sgpt-ai/k8sgpt/commit/a821814125e25c062ff2faebf9df1b880414c22c))
* oci genai chat models ([#1337](https://github.com/k8sgpt-ai/k8sgpt/issues/1337)) ([290a4be](https://github.com/k8sgpt-ai/k8sgpt/commit/290a4be210fbb508214070c31218138781d96142))
### Bug Fixes
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1537](https://github.com/k8sgpt-ai/k8sgpt/issues/1537)) ([50d5d78](https://github.com/k8sgpt-ai/k8sgpt/commit/50d5d78c06e42d75a2448989528e5e6be12ea825))
* **deps:** update module helm.sh/helm/v3 to v3.17.4 [security] ([#1541](https://github.com/k8sgpt-ai/k8sgpt/issues/1541)) ([5b42249](https://github.com/k8sgpt-ai/k8sgpt/commit/5b4224951e7348e9d78292dadc9b9786957117f1))
## [0.4.22](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.21...v0.4.22) (2025-07-18)
### Features
* add APAC region Claude models support for Amazon Bedrock ([#1543](https://github.com/k8sgpt-ai/k8sgpt/issues/1543)) ([1819e6f](https://github.com/k8sgpt-ai/k8sgpt/commit/1819e6f410d078fce2bda8bbdb22054dfb4fc092))
* add streamable-http support for MCP server ([#1546](https://github.com/k8sgpt-ai/k8sgpt/issues/1546)) ([3a1187a](https://github.com/k8sgpt-ai/k8sgpt/commit/3a1187ad5a190713b9216cf6d9d52d54cdb3e4da))
## [0.4.21](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.20...v0.4.21) (2025-06-27)
### Features
* add latest and legacy stable models ([#1539](https://github.com/k8sgpt-ai/k8sgpt/issues/1539)) ([00c0799](https://github.com/k8sgpt-ai/k8sgpt/commit/00c07999e2290e70a6ecb95b255b4924f55ecd5f))
* support for claude4 && model names listed ([#1540](https://github.com/k8sgpt-ai/k8sgpt/issues/1540)) ([8002d94](https://github.com/k8sgpt-ai/k8sgpt/commit/8002d943453aac8c3675d7072b25dfdc3aec1c1d))
### Bug Fixes
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1511](https://github.com/k8sgpt-ai/k8sgpt/issues/1511)) ([08f2855](https://github.com/k8sgpt-ai/k8sgpt/commit/08f2855a4d7e61f3422cb68b0966272a85f617a5))
### Other
* **deps:** update docker/setup-buildx-action digest to e468171 ([#1527](https://github.com/k8sgpt-ai/k8sgpt/issues/1527)) ([0c917fc](https://github.com/k8sgpt-ai/k8sgpt/commit/0c917fc60115ef0dc775e858a55964382b20c5e1))
## [0.4.20](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.19...v0.4.20) (2025-06-20)
### Features
* added cache purge ([#1532](https://github.com/k8sgpt-ai/k8sgpt/issues/1532)) ([74fbde0](https://github.com/k8sgpt-ai/k8sgpt/commit/74fbde00537e627c408b317ff9098227be11e2ad))
### Other
* model name ([#1535](https://github.com/k8sgpt-ai/k8sgpt/issues/1535)) ([0f700f0](https://github.com/k8sgpt-ai/k8sgpt/commit/0f700f0cd39bf5881d6c05240b842f4df7a6c016))
## [0.4.19](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.18...v0.4.19) (2025-06-20)
### Features
* fixed haiku ([#1530](https://github.com/k8sgpt-ai/k8sgpt/issues/1530)) ([5636515](https://github.com/k8sgpt-ai/k8sgpt/commit/5636515db98b529689a214af5066d50b5e42d3a1))
## [0.4.18](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.17...v0.4.18) (2025-06-20)
### Bug Fixes
* **deps:** update k8s.io/utils digest to 4c0f3b2 ([#1523](https://github.com/k8sgpt-ai/k8sgpt/issues/1523)) ([7d4cb26](https://github.com/k8sgpt-ai/k8sgpt/commit/7d4cb267130f60088350213482795f37594cb0bc))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1509](https://github.com/k8sgpt-ai/k8sgpt/issues/1509)) ([d7cb19a](https://github.com/k8sgpt-ai/k8sgpt/commit/d7cb19ad29c92eaba552ba723945c937fc3c42da))
### Other
* **deps:** update codecov/codecov-action digest to 18283e0 ([#1513](https://github.com/k8sgpt-ai/k8sgpt/issues/1513)) ([42654e7](https://github.com/k8sgpt-ai/k8sgpt/commit/42654e7f55d7a9e9be5b664adaaa8979106e7298))
* **deps:** update docker/build-push-action digest to 1dc7386 ([#1512](https://github.com/k8sgpt-ai/k8sgpt/issues/1512)) ([dfcc5dc](https://github.com/k8sgpt-ai/k8sgpt/commit/dfcc5dc5a15a3d59a7f6317944784e3ecd86fb50))
* **deps:** update docker/build-push-action digest to 2634353 ([#1517](https://github.com/k8sgpt-ai/k8sgpt/issues/1517)) ([7dfe8be](https://github.com/k8sgpt-ai/k8sgpt/commit/7dfe8bef0face65f607475a6620923fdfed57961))
* **deps:** update softprops/action-gh-release digest to 72f2c25 ([#1526](https://github.com/k8sgpt-ai/k8sgpt/issues/1526)) ([5947876](https://github.com/k8sgpt-ai/k8sgpt/commit/5947876e4942729eea883937faf5e2b47d1f16ec))
* **deps:** update softprops/action-gh-release digest to d5382d3 ([#1525](https://github.com/k8sgpt-ai/k8sgpt/issues/1525)) ([6b9f346](https://github.com/k8sgpt-ai/k8sgpt/commit/6b9f346bf668ed3517b23b99000611ea14afafe2))
* model access ([#1529](https://github.com/k8sgpt-ai/k8sgpt/issues/1529)) ([be4fb1c](https://github.com/k8sgpt-ai/k8sgpt/commit/be4fb1cc034d9c3843cf3e9912a26e05bd54c146))
## [0.4.17](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.16...v0.4.17) (2025-05-14)
### Features
* adding fixes for Messages API issue 1391 ([#1504](https://github.com/k8sgpt-ai/k8sgpt/issues/1504)) ([b2241c0](https://github.com/k8sgpt-ai/k8sgpt/commit/b2241c03c975aeab02897d73e57cd351f60f3af3))
* new job analyzer ([#1506](https://github.com/k8sgpt-ai/k8sgpt/issues/1506)) ([0b7ddf5](https://github.com/k8sgpt-ai/k8sgpt/commit/0b7ddf5e3b93e56ea92dfb6447e97c067cad9e54))
### Bug Fixes
* align documentation to reflect default analyzers properly ([#1498](https://github.com/k8sgpt-ai/k8sgpt/issues/1498)) ([7e375a3](https://github.com/k8sgpt-ai/k8sgpt/commit/7e375a30bee24198f9221e4a4aea17fcd2fe005c))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1454](https://github.com/k8sgpt-ai/k8sgpt/issues/1454)) ([d0f0364](https://github.com/k8sgpt-ai/k8sgpt/commit/d0f03641ae372a00cd0eca1f41ef30a988d436bc))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1500](https://github.com/k8sgpt-ai/k8sgpt/issues/1500)) ([d308c51](https://github.com/k8sgpt-ai/k8sgpt/commit/d308c511fbe06e012c641dfa08c4dcf4181b243a))
* panic in k8sgpt auth update ([#1497](https://github.com/k8sgpt-ai/k8sgpt/issues/1497)) ([cae94e7](https://github.com/k8sgpt-ai/k8sgpt/commit/cae94e7b6df1684a3b61af3e7aa0f4e68e8df594))
### Other
* **deps:** update actions/setup-go digest to d35c59a ([#1495](https://github.com/k8sgpt-ai/k8sgpt/issues/1495)) ([e76bdb0](https://github.com/k8sgpt-ai/k8sgpt/commit/e76bdb0c23b7d23972d99661c8fe1bffe5f9f398))
* **deps:** update golangci/golangci-lint-action action to v8 ([#1490](https://github.com/k8sgpt-ai/k8sgpt/issues/1490)) ([1e57b77](https://github.com/k8sgpt-ai/k8sgpt/commit/1e57b7774c20bda4ae0b0d765278bcd3504cfb33))
* golangci lint ([#1508](https://github.com/k8sgpt-ai/k8sgpt/issues/1508)) ([4faf77d](https://github.com/k8sgpt-ai/k8sgpt/commit/4faf77d91a3da8fdd6166ec1c381a151e5846057))
## [0.4.16](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.15...v0.4.16) (2025-05-06)
### Features
* add support for Amazon Bedrock Inference Profiles ([#1492](https://github.com/k8sgpt-ai/k8sgpt/issues/1492)) ([21bc76e](https://github.com/k8sgpt-ai/k8sgpt/commit/21bc76e5b77524b48f09ef6707204742dcd879a7))
* enhancement of deployment analyzer ([#1406](https://github.com/k8sgpt-ai/k8sgpt/issues/1406)) ([61b60d5](https://github.com/k8sgpt-ai/k8sgpt/commit/61b60d5768b54f98232dcc415e89aa38987dc6e3))
* supported regions govcloud ([#1483](https://github.com/k8sgpt-ai/k8sgpt/issues/1483)) ([752a16c](https://github.com/k8sgpt-ai/k8sgpt/commit/752a16c40728f42f10ab6c3177cb7e24f44db339))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 0f33e8f ([#1484](https://github.com/k8sgpt-ai/k8sgpt/issues/1484)) ([6a81d2c](https://github.com/k8sgpt-ai/k8sgpt/commit/6a81d2c140f00a405b651d6c6dae5e343ffddb4f))
### Other
* **deps:** update docker/build-push-action digest to 14487ce ([#1472](https://github.com/k8sgpt-ai/k8sgpt/issues/1472)) ([81da402](https://github.com/k8sgpt-ai/k8sgpt/commit/81da402d46e1a1db83a41b717dfb23eb07d2e919))
* **deps:** update golangci/golangci-lint-action digest to 9fae48a ([#1489](https://github.com/k8sgpt-ai/k8sgpt/issues/1489)) ([d5341f3](https://github.com/k8sgpt-ai/k8sgpt/commit/d5341f3c0019c1114254ac05f00c743a0354ec0b))
## [0.4.15](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.14...v0.4.15) (2025-04-29)
### Features
* added token for goreleaser ([#1476](https://github.com/k8sgpt-ai/k8sgpt/issues/1476)) ([85935a4](https://github.com/k8sgpt-ai/k8sgpt/commit/85935a46d8f137b0339435cf19ce7f83ead97f8c))
## [0.4.14](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.13...v0.4.14) (2025-04-29)
### Features
* add MCP support ([#1471](https://github.com/k8sgpt-ai/k8sgpt/issues/1471)) ([e41ffd8](https://github.com/k8sgpt-ai/k8sgpt/commit/e41ffd80d01ce7ae1fac9ce7e07344020d8bf914))
* using modelName will calling completion ([#1469](https://github.com/k8sgpt-ai/k8sgpt/issues/1469)) ([f603948](https://github.com/k8sgpt-ai/k8sgpt/commit/f603948935f1c4cb171378634714577205de7b08))
## [0.4.13](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.12...v0.4.13) (2025-04-22)
### Features
* slack announce ([#1466](https://github.com/k8sgpt-ai/k8sgpt/issues/1466)) ([3b6ad06](https://github.com/k8sgpt-ai/k8sgpt/commit/3b6ad06de1121c870fb486e0fe2bd1f87be16627))
### Bug Fixes
* reverse hpa ScalingLimited error condition ([#1366](https://github.com/k8sgpt-ai/k8sgpt/issues/1366)) ([ebb0373](https://github.com/k8sgpt-ai/k8sgpt/commit/ebb0373f69ad64a6cc43d0695d07e1d076c6366e))
### Other
* **deps:** update softprops/action-gh-release digest to da05d55 ([#1464](https://github.com/k8sgpt-ai/k8sgpt/issues/1464)) ([4434699](https://github.com/k8sgpt-ai/k8sgpt/commit/443469960a6b6791e358ee0a97e4c1dc5c3018e6))
## [0.4.12](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.11...v0.4.12) (2025-04-17)
### Features
* new analyzers ([#1459](https://github.com/k8sgpt-ai/k8sgpt/issues/1459)) ([a128906](https://github.com/k8sgpt-ai/k8sgpt/commit/a128906136431189812d4d2dea68ea98cbfe5eeb))
### Bug Fixes
* **deps:** update module golang.org/x/net to v0.38.0 [security] ([#1462](https://github.com/k8sgpt-ai/k8sgpt/issues/1462)) ([e588fc3](https://github.com/k8sgpt-ai/k8sgpt/commit/e588fc316d29a29a7dde6abe2302833b38f1d302))
### Other
* **deps:** update codecov/codecov-action digest to ad3126e ([#1456](https://github.com/k8sgpt-ai/k8sgpt/issues/1456)) ([0553b98](https://github.com/k8sgpt-ai/k8sgpt/commit/0553b984b7c87b345f171bf6e5d632d890db689c))
## [0.4.11](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.10...v0.4.11) (2025-04-15)
### Features
* add verbose flag to enable detailed output ([#1420](https://github.com/k8sgpt-ai/k8sgpt/issues/1420)) ([a79224e](https://github.com/k8sgpt-ai/k8sgpt/commit/a79224e2bf96f458dbc96404c8f4847970e8d2ef))
* call bedrock with inference profile ([#1449](https://github.com/k8sgpt-ai/k8sgpt/issues/1449)) ([91d423b](https://github.com/k8sgpt-ai/k8sgpt/commit/91d423b147ca18cda7d54ff19349938a894ecb85))
* improved test coverage ([#1455](https://github.com/k8sgpt-ai/k8sgpt/issues/1455)) ([80904e3](https://github.com/k8sgpt-ai/k8sgpt/commit/80904e3063b00b0536171b7b62b938938b20825a))
### Bug Fixes
* config ai provider in query ([#1457](https://github.com/k8sgpt-ai/k8sgpt/issues/1457)) ([df17e3e](https://github.com/k8sgpt-ai/k8sgpt/commit/df17e3e728591e974703527dff86de882af17790))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1447](https://github.com/k8sgpt-ai/k8sgpt/issues/1447)) ([969fe99](https://github.com/k8sgpt-ai/k8sgpt/commit/969fe99b3320c313f1c97133cdffb668a00d5fb5))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1453](https://github.com/k8sgpt-ai/k8sgpt/issues/1453)) ([cf6f928](https://github.com/k8sgpt-ai/k8sgpt/commit/cf6f9289e13ee729c24968fd771c901f412e8db7))
### Docs
* fix the slack invite link ([#1450](https://github.com/k8sgpt-ai/k8sgpt/issues/1450)) ([9ce3346](https://github.com/k8sgpt-ai/k8sgpt/commit/9ce33469d85aa0829e995e4b404ae85734124fb4))
## [0.4.10](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.9...v0.4.10) (2025-04-10)
### Features
* add a naive support of bedrock inference profile ([#1446](https://github.com/k8sgpt-ai/k8sgpt/issues/1446)) ([78ffa59](https://github.com/k8sgpt-ai/k8sgpt/commit/78ffa5904addf71caf04554966437b14351f21e5))
### Bug Fixes
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1417](https://github.com/k8sgpt-ai/k8sgpt/issues/1417)) ([ce4b3c2](https://github.com/k8sgpt-ai/k8sgpt/commit/ce4b3c2e7d0762093506d9010eceb47a2dcdf5bc))
* **deps:** update module helm.sh/helm/v3 to v3.17.3 [security] ([#1448](https://github.com/k8sgpt-ai/k8sgpt/issues/1448)) ([060a3b2](https://github.com/k8sgpt-ai/k8sgpt/commit/060a3b2a26f117827090697eb599cd51a44125e6))
* pod analyzer catches errors when containers are in Terminated state ([#1438](https://github.com/k8sgpt-ai/k8sgpt/issues/1438)) ([dceda9a](https://github.com/k8sgpt-ai/k8sgpt/commit/dceda9a6a16a914b916c478ecd0b4c8ed0e19c40))
## [0.4.9](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.8...v0.4.9) (2025-04-08)
### Other
* **deps:** pin dependencies ([#1440](https://github.com/k8sgpt-ai/k8sgpt/issues/1440)) ([a5574ee](https://github.com/k8sgpt-ai/k8sgpt/commit/a5574ee49d530960a515c419f4875cf02cb36fb3))
* fixing ([#1437](https://github.com/k8sgpt-ai/k8sgpt/issues/1437)) ([f68ff0e](https://github.com/k8sgpt-ai/k8sgpt/commit/f68ff0efee9bad5f8368c83800611fa9acbc53d7))
## [0.4.8](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.7...v0.4.8) (2025-04-07)
### Other
* removed krew release ([#1434](https://github.com/k8sgpt-ai/k8sgpt/issues/1434)) ([39ae2aa](https://github.com/k8sgpt-ai/k8sgpt/commit/39ae2aa6351d6a77e0b45ad15b0d10b86a33f3be))
## [0.4.7](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.6...v0.4.7) (2025-04-07)
### Other
* **deps:** update actions/upload-artifact digest to ea165f8 ([#1425](https://github.com/k8sgpt-ai/k8sgpt/issues/1425)) ([9bffc7c](https://github.com/k8sgpt-ai/k8sgpt/commit/9bffc7cff776733f6d05669e6c02f594ee2db261))
* fixing build ([#1431](https://github.com/k8sgpt-ai/k8sgpt/issues/1431)) ([c5fe2c6](https://github.com/k8sgpt-ai/k8sgpt/commit/c5fe2c68d18d4fd713b3e638066327ad586d1871))
## [0.4.6](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.5...v0.4.6) (2025-04-07)
### Other
* **deps:** pin docker/build-push-action action to 471d1dc ([#1428](https://github.com/k8sgpt-ai/k8sgpt/issues/1428)) ([5086ccd](https://github.com/k8sgpt-ai/k8sgpt/commit/5086ccd65942ebb9a37bd2c3a48d16c4be99e8c1))
* fixing docker build push action ([#1426](https://github.com/k8sgpt-ai/k8sgpt/issues/1426)) ([1681aad](https://github.com/k8sgpt-ai/k8sgpt/commit/1681aadac106c608de9774ebfd7ea9df20eed482))
* updated actor for login ([#1430](https://github.com/k8sgpt-ai/k8sgpt/issues/1430)) ([b626102](https://github.com/k8sgpt-ai/k8sgpt/commit/b6261026f8b41e505359a52c18bebec7ef5079f9))
## [0.4.5](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.4...v0.4.5) (2025-04-07)
### Other
* fix workflows ([#1423](https://github.com/k8sgpt-ai/k8sgpt/issues/1423)) ([3dbc9e1](https://github.com/k8sgpt-ai/k8sgpt/commit/3dbc9e1a20a3a55971733d990ecd39e798a804e9))
## [0.4.4](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.3...v0.4.4) (2025-04-06)
### Other
* **deps:** update docker/setup-buildx-action digest to b5ca514 ([#1371](https://github.com/k8sgpt-ai/k8sgpt/issues/1371)) ([d4de5d9](https://github.com/k8sgpt-ai/k8sgpt/commit/d4de5d9e3fdd1cc4c7d6fc067a7426fef1d32c1d))
* **deps:** update module github.com/docker/docker to v28 ([#1376](https://github.com/k8sgpt-ai/k8sgpt/issues/1376)) ([68ddac0](https://github.com/k8sgpt-ai/k8sgpt/commit/68ddac008955933ffa27c2c4e46d286d9a26e100))
* updating deps ([#1422](https://github.com/k8sgpt-ai/k8sgpt/issues/1422)) ([5b7fb7e](https://github.com/k8sgpt-ai/k8sgpt/commit/5b7fb7e6199635e109c1bf7355bc11ff6f60071b))
## [0.4.3](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.2...v0.4.3) (2025-04-04)
### Bug Fixes
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1363](https://github.com/k8sgpt-ai/k8sgpt/issues/1363)) ([e4861e9](https://github.com/k8sgpt-ai/k8sgpt/commit/e4861e9e2d631652b82768567afb9ba174114134))
* prometheus UTF8Validation ([#1404](https://github.com/k8sgpt-ai/k8sgpt/issues/1404)) ([3c353b0](https://github.com/k8sgpt-ai/k8sgpt/commit/3c353b0e931028f3be3b229518cf86d24422a29d))
### Other
* added new AmazonBedrock model ([#1390](https://github.com/k8sgpt-ai/k8sgpt/issues/1390)) ([ad2c90a](https://github.com/k8sgpt-ai/k8sgpt/commit/ad2c90a129074a13dac4fdd8e918d8e26159c7a1))
* **deps:** pin golangci/golangci-lint-action action to 1481404 ([#1415](https://github.com/k8sgpt-ai/k8sgpt/issues/1415)) ([e231032](https://github.com/k8sgpt-ai/k8sgpt/commit/e231032e1bec1d2d25cb03b35e701aa86a61d5ee))
* **deps:** update goreleaser/goreleaser-action digest to 9c156ee ([#1411](https://github.com/k8sgpt-ai/k8sgpt/issues/1411)) ([c823de1](https://github.com/k8sgpt-ai/k8sgpt/commit/c823de12e6b6efcf9f5639665aac602ed85ae31d))
* linter ([#1414](https://github.com/k8sgpt-ai/k8sgpt/issues/1414)) ([f0b18cf](https://github.com/k8sgpt-ai/k8sgpt/commit/f0b18cfb1cd418b94b448d3b9de43f03841c92bb))
### Docs
* add table of contents and cleanup ([#1413](https://github.com/k8sgpt-ai/k8sgpt/issues/1413)) ([a31d07c](https://github.com/k8sgpt-ai/k8sgpt/commit/a31d07c802694d3455b665382ff12a2abc3e0ef7))
* remove extra dollar sign in README.md ([#1410](https://github.com/k8sgpt-ai/k8sgpt/issues/1410)) ([a962741](https://github.com/k8sgpt-ai/k8sgpt/commit/a962741220bf98e159f14895d01cd596a7691f87))
## [0.4.2](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.1...v0.4.2) (2025-03-28)
### Features
* old sonnet ([#1408](https://github.com/k8sgpt-ai/k8sgpt/issues/1408)) ([e5817f9](https://github.com/k8sgpt-ai/k8sgpt/commit/e5817f9e557f4f97b016a0a7b7674342c3a1773e))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 1f6e0b7 ([#1405](https://github.com/k8sgpt-ai/k8sgpt/issues/1405)) ([f5eaf81](https://github.com/k8sgpt-ai/k8sgpt/commit/f5eaf817f0cf2b732013e67e94c758a225c35ba6))
### Other
* **deps:** update actions/setup-go digest to 0aaccfd ([#1401](https://github.com/k8sgpt-ai/k8sgpt/issues/1401)) ([81d4aaf](https://github.com/k8sgpt-ai/k8sgpt/commit/81d4aaf402647bf4bcbc618fd82f9518cf3a5b4d))
* **deps:** update actions/upload-artifact digest to ea165f8 ([#1402](https://github.com/k8sgpt-ai/k8sgpt/issues/1402)) ([eb381b8](https://github.com/k8sgpt-ai/k8sgpt/commit/eb381b8087bbb3216d9bcdcc88a71fbad9e31e41))
* **deps:** update docker/login-action digest to 74a5d14 ([#1397](https://github.com/k8sgpt-ai/k8sgpt/issues/1397)) ([fdf8e7a](https://github.com/k8sgpt-ai/k8sgpt/commit/fdf8e7a95a6667b782e1e347a3b1d2fb0f2aafde))
* fix error ([#1403](https://github.com/k8sgpt-ai/k8sgpt/issues/1403)) ([288ca86](https://github.com/k8sgpt-ai/k8sgpt/commit/288ca862b3aaf942e58aa0dad0e15e2fda84780f))
## [0.4.1](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.4.0...v0.4.1) (2025-03-17)
### Features
* add amazon bedrock nova pro and nova lite models ([#1383](https://github.com/k8sgpt-ai/k8sgpt/issues/1383)) ([aa1e237](https://github.com/k8sgpt-ai/k8sgpt/commit/aa1e237ebb8c816383561c9b3e6a1ca0ddea8f78))
* add custom restful backend for complex scenarios (e.g, rag) ([#1228](https://github.com/k8sgpt-ai/k8sgpt/issues/1228)) ([7540e00](https://github.com/k8sgpt-ai/k8sgpt/commit/7540e0084e0c0c44fc52ed9a906b76f9f2e6a981))
### Bug Fixes
* **deps:** update default model to gpt-4o for improved performance and cost efficiency ([#1332](https://github.com/k8sgpt-ai/k8sgpt/issues/1332)) ([4e39cb6](https://github.com/k8sgpt-ai/k8sgpt/commit/4e39cb65b3a7fc0d1c057c647794346e072d3fd0))
* **deps:** update module golang.org/x/net to v0.36.0 [security] ([#1395](https://github.com/k8sgpt-ai/k8sgpt/issues/1395)) ([eb7b36a](https://github.com/k8sgpt-ai/k8sgpt/commit/eb7b36aa2764bc460ffc29a0aee18abe3631c2ed))
### Other
* **deps:** update actions/setup-go digest to f111f33 ([#1364](https://github.com/k8sgpt-ai/k8sgpt/issues/1364)) ([f2fdfd8](https://github.com/k8sgpt-ai/k8sgpt/commit/f2fdfd8dcaae6f57378d50396c4746d738d38bf2))
* **deps:** update goreleaser/goreleaser-action digest to 90a3faa ([#1308](https://github.com/k8sgpt-ai/k8sgpt/issues/1308)) ([d6d2e3b](https://github.com/k8sgpt-ai/k8sgpt/commit/d6d2e3bc4254877c8af61aba7386706e942e3fe9))
* **deps:** update softprops/action-gh-release digest to c95fe14 ([#1359](https://github.com/k8sgpt-ai/k8sgpt/issues/1359)) ([db5e517](https://github.com/k8sgpt-ai/k8sgpt/commit/db5e517dbb23a4cb0f203427744f4007d6e9faa8))
## [0.4.0](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.50...v0.4.0) (2025-03-06)
### ⚠ BREAKING CHANGES
* Removal of Trivy ([#1386](https://github.com/k8sgpt-ai/k8sgpt/issues/1386))
### Features
* Removal of Trivy ([#1386](https://github.com/k8sgpt-ai/k8sgpt/issues/1386)) ([d1b2227](https://github.com/k8sgpt-ai/k8sgpt/commit/d1b2227ff9a8ef42bf63c83e289fbd801706821e))
### Bug Fixes
* [Bug] Filter PolicyReport ignores namespace flag ([#1355](https://github.com/k8sgpt-ai/k8sgpt/issues/1355)) ([9dcb21e](https://github.com/k8sgpt-ai/k8sgpt/commit/9dcb21e160233eb120ccf50f9b9b80c145d0e01a))
### Other
* Adding region ([#1388](https://github.com/k8sgpt-ai/k8sgpt/issues/1388)) ([4f4f4f1](https://github.com/k8sgpt-ai/k8sgpt/commit/4f4f4f13a065ca7add283088c93777f78dcea228))
* **deps:** update actions/upload-artifact digest to 4cec3d8 ([#1378](https://github.com/k8sgpt-ai/k8sgpt/issues/1378)) ([093975e](https://github.com/k8sgpt-ai/k8sgpt/commit/093975e50ddadeab70a7c4f544df8351ac9758a2))
* **deps:** update codecov/codecov-action digest to 0565863 ([#1387](https://github.com/k8sgpt-ai/k8sgpt/issues/1387)) ([2a6f485](https://github.com/k8sgpt-ai/k8sgpt/commit/2a6f48500c4567519453fc51ea070f5e407d3cfb))
* **deps:** update docker/build-push-action digest to 471d1dc ([#1358](https://github.com/k8sgpt-ai/k8sgpt/issues/1358)) ([f2e3b9a](https://github.com/k8sgpt-ai/k8sgpt/commit/f2e3b9a8a72c4df32713197e50756e37e1302ff9))
* remediating security issue ([#1381](https://github.com/k8sgpt-ai/k8sgpt/issues/1381)) ([1f95358](https://github.com/k8sgpt-ai/k8sgpt/commit/1f953585c91f8a208db3b37440e4d458b8d821eb))
## [0.3.50](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.49...v0.3.50) (2025-02-24)
### Features
* rework to how bedrock data models are structured and accessed ([#1369](https://github.com/k8sgpt-ai/k8sgpt/issues/1369)) ([7dadea2](https://github.com/k8sgpt-ai/k8sgpt/commit/7dadea257007df64148f1e47f7960d1d30df67b2))
## [0.3.49](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.48...v0.3.49) (2025-02-20)
### Bug Fixes
* **deps:** update all non-major dependencies ([#1335](https://github.com/k8sgpt-ai/k8sgpt/issues/1335)) ([8cd3b29](https://github.com/k8sgpt-ai/k8sgpt/commit/8cd3b2985e4cd61711497fb0436e72b6b8aa3162))
* **deps:** update k8s.io/utils digest to 24370be ([#1344](https://github.com/k8sgpt-ai/k8sgpt/issues/1344)) ([fcc8563](https://github.com/k8sgpt-ai/k8sgpt/commit/fcc8563e4eba9bf45d49901b7287d311b93372c2))
* **deps:** update module golang.org/x/net to v0.33.0 [security] ([#1354](https://github.com/k8sgpt-ai/k8sgpt/issues/1354)) ([5de4f77](https://github.com/k8sgpt-ai/k8sgpt/commit/5de4f7704a856fd7db7b2f800bda40c5beb9333b))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1336](https://github.com/k8sgpt-ai/k8sgpt/issues/1336)) ([19abbef](https://github.com/k8sgpt-ai/k8sgpt/commit/19abbef9a3112ceb060ac3fd772e2e4f62f19f84))
* prevent npe by handling checking error in NewAnalysis call ([#1365](https://github.com/k8sgpt-ai/k8sgpt/issues/1365)) ([83672fa](https://github.com/k8sgpt-ai/k8sgpt/commit/83672fa768887dd1c6f4dc12a92c3444f100c4f6))
### Other
* **deps:** update actions/setup-go digest to 3041bf5 ([#1347](https://github.com/k8sgpt-ai/k8sgpt/issues/1347)) ([939e067](https://github.com/k8sgpt-ai/k8sgpt/commit/939e0672aaaa5538cd58bb171f1e5d1c07831651))
* **deps:** update actions/upload-artifact digest to 65c4c4a ([#1350](https://github.com/k8sgpt-ai/k8sgpt/issues/1350)) ([c506a4b](https://github.com/k8sgpt-ai/k8sgpt/commit/c506a4b441e24052398c00c93d96806cec1b9f75))
* **deps:** update codecov/codecov-action digest to 13ce06b ([#1342](https://github.com/k8sgpt-ai/k8sgpt/issues/1342)) ([990d723](https://github.com/k8sgpt-ai/k8sgpt/commit/990d7239091b368178e06af60e4dc0e897fc8236))
* **deps:** update docker/setup-buildx-action digest to 6524bf6 ([#1349](https://github.com/k8sgpt-ai/k8sgpt/issues/1349)) ([2918556](https://github.com/k8sgpt-ai/k8sgpt/commit/2918556793316ea4f5a319c9aa51c1fec12ede85))
* fix typo in "completion" ([#1362](https://github.com/k8sgpt-ai/k8sgpt/issues/1362)) ([06b8f78](https://github.com/k8sgpt-ai/k8sgpt/commit/06b8f78150308c1f6023747fa34826e038d6bc3a))
### Docs
* fix broken schema link in README.md ([#1373](https://github.com/k8sgpt-ai/k8sgpt/issues/1373)) ([076ca2f](https://github.com/k8sgpt-ai/k8sgpt/commit/076ca2f14832cf83e43c465c377ef21825218b2f))
## [0.3.48](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.47...v0.3.48) (2024-12-04)
### Features
* fixed missing cache params ([#1340](https://github.com/k8sgpt-ai/k8sgpt/issues/1340)) ([1363219](https://github.com/k8sgpt-ai/k8sgpt/commit/1363219b1b94e157ef03c53eba8838b7cef559b4))
## [0.3.47](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.46...v0.3.47) (2024-12-02)
### Features
* add new AWS Bedrock model ids ([#1330](https://github.com/k8sgpt-ai/k8sgpt/issues/1330)) ([a12aa07](https://github.com/k8sgpt-ai/k8sgpt/commit/a12aa07b1a2e34c5106b7b930b29b0c97b172dc4))
* adds interplex as a caching provider ([#1328](https://github.com/k8sgpt-ai/k8sgpt/issues/1328)) ([d6d80ee](https://github.com/k8sgpt-ai/k8sgpt/commit/d6d80ee86083643d9b91457791bfc77ef475e82e))
* dump ([#1322](https://github.com/k8sgpt-ai/k8sgpt/issues/1322)) ([da266b3](https://github.com/k8sgpt-ai/k8sgpt/commit/da266b3c82ca8b3e96461be688a9f30e408568fe))
### Bug Fixes
* add maxTokens to serve mode ([#1280](https://github.com/k8sgpt-ai/k8sgpt/issues/1280)) ([a50375c](https://github.com/k8sgpt-ai/k8sgpt/commit/a50375c9605a87546a0fcbcacabe5482fdfa1c2c))
* **deps:** update all non-major dependencies ([#1323](https://github.com/k8sgpt-ai/k8sgpt/issues/1323)) ([b3f60b2](https://github.com/k8sgpt-ai/k8sgpt/commit/b3f60b2d2018d4bede3918adcb3547ef2acf6688))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1303](https://github.com/k8sgpt-ai/k8sgpt/issues/1303)) ([2da0573](https://github.com/k8sgpt-ai/k8sgpt/commit/2da057360b378d34126e1480ade0686f104e3ace))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1321](https://github.com/k8sgpt-ai/k8sgpt/issues/1321)) ([69c67bd](https://github.com/k8sgpt-ai/k8sgpt/commit/69c67bd1d9d4404816a8b7a00c98499729f2185f))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1326](https://github.com/k8sgpt-ai/k8sgpt/issues/1326)) ([5514ebb](https://github.com/k8sgpt-ai/k8sgpt/commit/5514ebb53b79b5bac0fc861ffdebc9399fe87b62))
* update OpenAI API key generation URL to reflect new platform link ([#1331](https://github.com/k8sgpt-ai/k8sgpt/issues/1331)) ([ec5e42b](https://github.com/k8sgpt-ai/k8sgpt/commit/ec5e42b8f43e90632bb62dd89cc6aa3665e0f60d))
### Other
* **deps:** update all non-major dependencies ([#1327](https://github.com/k8sgpt-ai/k8sgpt/issues/1327)) ([a841568](https://github.com/k8sgpt-ai/k8sgpt/commit/a841568a9c4c0012291cf8f4248250192b72a383))
* **deps:** update codecov/codecov-action action to v5 ([#1324](https://github.com/k8sgpt-ai/k8sgpt/issues/1324)) ([cb1e1ff](https://github.com/k8sgpt-ai/k8sgpt/commit/cb1e1ffede1d3086d54157142c6803341e560ca8))
* **deps:** update codecov/codecov-action digest to 015f24e ([#1325](https://github.com/k8sgpt-ai/k8sgpt/issues/1325)) ([4d7eb0f](https://github.com/k8sgpt-ai/k8sgpt/commit/4d7eb0f6226fc50f58b5c2fff7534dd16e2ca378))
* **deps:** update docker/build-push-action action to v6 ([#1294](https://github.com/k8sgpt-ai/k8sgpt/issues/1294)) ([f37d923](https://github.com/k8sgpt-ai/k8sgpt/commit/f37d92391877819c6d26a993ab58bc0c49fb3b66))
* **deps:** update docker/build-push-action digest to 48aba3b ([#1333](https://github.com/k8sgpt-ai/k8sgpt/issues/1333)) ([c21ba86](https://github.com/k8sgpt-ai/k8sgpt/commit/c21ba86237db651086c0a37abc3454db513e505b))
* **deps:** update rajatjindal/krew-release-bot action to v0.0.47 ([#1317](https://github.com/k8sgpt-ai/k8sgpt/issues/1317)) ([896a53b](https://github.com/k8sgpt-ai/k8sgpt/commit/896a53be8394c490e2d34f151de44c3663dddf5b))
## [0.3.46](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.45...v0.3.46) (2024-11-10)
### Features
* reverting the cncf runners ([#1319](https://github.com/k8sgpt-ai/k8sgpt/issues/1319)) ([ad86e7a](https://github.com/k8sgpt-ai/k8sgpt/commit/ad86e7aa39995c492437627dbd9f89f152f11f2c))
* switching to higher spec runners ([#1312](https://github.com/k8sgpt-ai/k8sgpt/issues/1312)) ([5f7d9de](https://github.com/k8sgpt-ai/k8sgpt/commit/5f7d9de46a521463cedc901b729fe27f8d86f381))
* testupdate ([#1315](https://github.com/k8sgpt-ai/k8sgpt/issues/1315)) ([7dcdfc8](https://github.com/k8sgpt-ai/k8sgpt/commit/7dcdfc83d2461e4342ded5fa80493936b70f64a1))
* updated runners to enterprise ([#1318](https://github.com/k8sgpt-ai/k8sgpt/issues/1318)) ([1ae70e8](https://github.com/k8sgpt-ai/k8sgpt/commit/1ae70e806e2609c8fb964f0a577304d07b365cae))
### Other
* **deps:** update actions/setup-go digest to 41dfa10 ([#1284](https://github.com/k8sgpt-ai/k8sgpt/issues/1284)) ([2ce8450](https://github.com/k8sgpt-ai/k8sgpt/commit/2ce8450e03986904a7ffe7afac4b5ba777c67c57))
* **deps:** update softprops/action-gh-release action to v2 ([#1295](https://github.com/k8sgpt-ai/k8sgpt/issues/1295)) ([b6b3d0c](https://github.com/k8sgpt-ai/k8sgpt/commit/b6b3d0c8566b0dbd9cb0e5f59c8493e4343e0106))
## [0.3.45](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.44...v0.3.45) (2024-11-10)
### Features
* free disk ([#1313](https://github.com/k8sgpt-ai/k8sgpt/issues/1313)) ([783cd1c](https://github.com/k8sgpt-ai/k8sgpt/commit/783cd1cfc66f8e4489e5006529745d8caf38cfd4))
## [0.3.44](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.43...v0.3.44) (2024-11-09)
### Features
* test revert runner on release job ([#1310](https://github.com/k8sgpt-ai/k8sgpt/issues/1310)) ([cc9b3ea](https://github.com/k8sgpt-ai/k8sgpt/commit/cc9b3ea6579c6190629e0fac48e37e0eba650158))
## [0.3.43](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.42...v0.3.43) (2024-11-05)
### Bug Fixes
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#1296](https://github.com/k8sgpt-ai/k8sgpt/issues/1296)) ([2f75986](https://github.com/k8sgpt-ai/k8sgpt/commit/2f759865b6fc5ae143c8f5e89a306abc89d4de27))
### Other
* **deps:** update dependency ubuntu to v24 ([#1293](https://github.com/k8sgpt-ai/k8sgpt/issues/1293)) ([c67add3](https://github.com/k8sgpt-ai/k8sgpt/commit/c67add30c64257ac6258dec93193e3201ba8c4ab))
## [0.3.42](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.41...v0.3.42) (2024-11-04)
### Features
* add stats option to analyze command for performance insights ([#1237](https://github.com/k8sgpt-ai/k8sgpt/issues/1237)) ([3eec9bb](https://github.com/k8sgpt-ai/k8sgpt/commit/3eec9bbb05b2f0717437cc4a2ec786594ece1cc3))
* error from events for STS analyzer ([#1256](https://github.com/k8sgpt-ai/k8sgpt/issues/1256)) ([d8fad95](https://github.com/k8sgpt-ai/k8sgpt/commit/d8fad956f45a4dd668647379bb0295e169faeac6))
### Bug Fixes
* [Bug] Make lint command is not working ([#1282](https://github.com/k8sgpt-ai/k8sgpt/issues/1282)) ([87565a0](https://github.com/k8sgpt-ai/k8sgpt/commit/87565a0bcce7087114798c3a32877894c8a9dcee))
* add providerId to serve mode ([#1260](https://github.com/k8sgpt-ai/k8sgpt/issues/1260)) ([da0764d](https://github.com/k8sgpt-ai/k8sgpt/commit/da0764d951ca76cb7007c412f8efa794619c20ba))
* **deps:** update all non-major dependencies ([#1291](https://github.com/k8sgpt-ai/k8sgpt/issues/1291)) ([14e0f19](https://github.com/k8sgpt-ai/k8sgpt/commit/14e0f19b12189052b03d551e409b407fd0b6bd30))
* **deps:** update k8s.io/utils digest to 49e7df5 ([#1259](https://github.com/k8sgpt-ai/k8sgpt/issues/1259)) ([7785dd1](https://github.com/k8sgpt-ai/k8sgpt/commit/7785dd12a0245a33af25dedd2fbb5f4178b5cda9))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.35.1-20240920204244-7a91c8620515.1 ([#1274](https://github.com/k8sgpt-ai/k8sgpt/issues/1274)) ([9f39abf](https://github.com/k8sgpt-ai/k8sgpt/commit/9f39abf89e4e92009f5e138d9b01d11c60ac135c))
* **deps:** update module cloud.google.com/go/storage to v1.44.0 ([#1265](https://github.com/k8sgpt-ai/k8sgpt/issues/1265)) ([4143e9f](https://github.com/k8sgpt-ai/k8sgpt/commit/4143e9fd524bed3179524d949b7b0f92c02ecd11))
* **deps:** update module github.com/adrg/xdg to v0.5.0 ([#1262](https://github.com/k8sgpt-ai/k8sgpt/issues/1262)) ([98237b6](https://github.com/k8sgpt-ai/k8sgpt/commit/98237b6408521ee7afc05fcaed2f78ba79e77144))
* **deps:** update module github.com/aquasecurity/trivy-operator to v0.22.0 ([#1034](https://github.com/k8sgpt-ai/k8sgpt/issues/1034)) ([037e745](https://github.com/k8sgpt-ai/k8sgpt/commit/037e745c6f667830f0e1d531ce4bbd07083ef972))
* **deps:** update module github.com/aws/aws-sdk-go to v1.55.5 ([#1263](https://github.com/k8sgpt-ai/k8sgpt/issues/1263)) ([0148a5b](https://github.com/k8sgpt-ai/k8sgpt/commit/0148a5b3549cbdb6c6e5832dc01aab044b90ddc9))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.8.0 ([#1264](https://github.com/k8sgpt-ai/k8sgpt/issues/1264)) ([3613585](https://github.com/k8sgpt-ai/k8sgpt/commit/36135857ac55e126b3a6c4533a000cb0b7f32c6b))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.4.1 ([#1275](https://github.com/k8sgpt-ai/k8sgpt/issues/1275)) ([c9b11b6](https://github.com/k8sgpt-ai/k8sgpt/commit/c9b11b6eee00d0269a4d48ad2e4be5458436b51d))
* **deps:** update module github.com/cohere-ai/cohere-go/v2 to v2.12.0 ([#1276](https://github.com/k8sgpt-ai/k8sgpt/issues/1276)) ([7a3fb3c](https://github.com/k8sgpt-ai/k8sgpt/commit/7a3fb3cf6777d5b0babf00455c3833a47bb1bfdb))
* **deps:** update module github.com/google/generative-ai-go to v0.18.0 ([#1278](https://github.com/k8sgpt-ai/k8sgpt/issues/1278)) ([ad349ae](https://github.com/k8sgpt-ai/k8sgpt/commit/ad349ae263f226e300f60dd092729c5a3bf61dbe))
* rename watsonxai to ibmwatsonxai ([#1234](https://github.com/k8sgpt-ai/k8sgpt/issues/1234)) ([5ff6dc9](https://github.com/k8sgpt-ai/k8sgpt/commit/5ff6dc9be5218e47839c4ac5e8f3458b40eb9c88))
### Other
* **deps:** update actions/checkout digest to 11bd719 ([#1283](https://github.com/k8sgpt-ai/k8sgpt/issues/1283)) ([0cfecbd](https://github.com/k8sgpt-ai/k8sgpt/commit/0cfecbdd87586fd138cc63c4e7a26d54e7ed83a8))
* **deps:** update actions/checkout digest to eef6144 ([#1270](https://github.com/k8sgpt-ai/k8sgpt/issues/1270)) ([72eb815](https://github.com/k8sgpt-ai/k8sgpt/commit/72eb8159fb4a2284cf43eb6a5f3de7bed10c6224))
* **deps:** update actions/upload-artifact digest to b4b15b8 ([#1272](https://github.com/k8sgpt-ai/k8sgpt/issues/1272)) ([911d578](https://github.com/k8sgpt-ai/k8sgpt/commit/911d578bf006253d10fe21d96888ddf34a8b4691))
* **deps:** update anchore/sbom-action action to v0.17.2 ([#1248](https://github.com/k8sgpt-ai/k8sgpt/issues/1248)) ([04582d8](https://github.com/k8sgpt-ai/k8sgpt/commit/04582d85160055da30e4e00fd3c6ca69d1decd1a))
* **deps:** update anchore/sbom-action action to v0.17.4 ([#1273](https://github.com/k8sgpt-ai/k8sgpt/issues/1273)) ([c128bf7](https://github.com/k8sgpt-ai/k8sgpt/commit/c128bf7942e380fcab5e9771f405471198e388fe))
* **deps:** update anchore/sbom-action action to v0.17.6 ([#1285](https://github.com/k8sgpt-ai/k8sgpt/issues/1285)) ([173e4dc](https://github.com/k8sgpt-ai/k8sgpt/commit/173e4dc5ac6265af4a3538556220d3a43ab721f7))
* **deps:** update codecov/codecov-action action to v4 ([#1292](https://github.com/k8sgpt-ai/k8sgpt/issues/1292)) ([c1a38c2](https://github.com/k8sgpt-ai/k8sgpt/commit/c1a38c2b35a0bfa772b88f15843c9354b0345284))
* **deps:** update docker/setup-buildx-action digest to c47758b ([#1213](https://github.com/k8sgpt-ai/k8sgpt/issues/1213)) ([161bc11](https://github.com/k8sgpt-ai/k8sgpt/commit/161bc11294d5094533068cf7af9880795a61536e))
* **deps:** update golang docker tag to v1.23 ([#1254](https://github.com/k8sgpt-ai/k8sgpt/issues/1254)) ([b62b7db](https://github.com/k8sgpt-ai/k8sgpt/commit/b62b7dbe3c9cd02b81f6a0111bca939034c5cc9f))
* **deps:** update module github.com/docker/docker to v27.3.1+incompatible ([#1225](https://github.com/k8sgpt-ai/k8sgpt/issues/1225)) ([9c1927b](https://github.com/k8sgpt-ai/k8sgpt/commit/9c1927b4975fa8132fbc24dd96a5737819855544))
* renovate.json ([#1290](https://github.com/k8sgpt-ai/k8sgpt/issues/1290)) ([458fcfe](https://github.com/k8sgpt-ai/k8sgpt/commit/458fcfe8d330523781d32af680febc2a0c0525a2))
## [0.3.41](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.40...v0.3.41) (2024-09-22)
### Features
* add custom-analyzer cmd ([#1207](https://github.com/k8sgpt-ai/k8sgpt/issues/1207)) ([db26d24](https://github.com/k8sgpt-ai/k8sgpt/commit/db26d24ac607534ce78c1c82f3e1d4e5dde17578))
* add event failure handling in service analyzer ([#1132](https://github.com/k8sgpt-ai/k8sgpt/issues/1132)) ([a4e44d5](https://github.com/k8sgpt-ai/k8sgpt/commit/a4e44d59e3ee63714cfd144228299e4f24ac3691))
* added support for A21 and Amazon Titan models via bedrock api ([#1101](https://github.com/k8sgpt-ai/k8sgpt/issues/1101)) ([4f3ecf0](https://github.com/k8sgpt-ai/k8sgpt/commit/4f3ecf008351075068738e930ff3a657f597654a))
* adding a query mode for the schednex scheduler ([#1257](https://github.com/k8sgpt-ai/k8sgpt/issues/1257)) ([53465d5](https://github.com/k8sgpt-ai/k8sgpt/commit/53465d5c832ac490403a2698b80122ca06372df7))
* refactoring to the new schema ([#1219](https://github.com/k8sgpt-ai/k8sgpt/issues/1219)) ([02fa109](https://github.com/k8sgpt-ai/k8sgpt/commit/02fa109429d3c684079f5d488e7f517806fc1a09))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 702e33f ([#1246](https://github.com/k8sgpt-ai/k8sgpt/issues/1246)) ([d30563d](https://github.com/k8sgpt-ai/k8sgpt/commit/d30563d8cdedb5bbf48735e49ebcb44440a5f0f5))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 to v2.22.0-20240807134501-ea98c104104d.1 ([#1186](https://github.com/k8sgpt-ai/k8sgpt/issues/1186)) ([8405778](https://github.com/k8sgpt-ai/k8sgpt/commit/8405778cb25429d2b42d7a3b50ec88b45961a57f))
* **deps:** update module github.com/docker/docker to v27.1.1+incompatible [security] ([#1220](https://github.com/k8sgpt-ai/k8sgpt/issues/1220)) ([3148b5c](https://github.com/k8sgpt-ai/k8sgpt/commit/3148b5c61d2ff57d67d966d6e915994d4aa8a844))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.12 ([#1226](https://github.com/k8sgpt-ai/k8sgpt/issues/1226)) ([7019d0b](https://github.com/k8sgpt-ai/k8sgpt/commit/7019d0b62f1bebbd4c2a251c98a2beb4975bf2fe))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.13 ([#1251](https://github.com/k8sgpt-ai/k8sgpt/issues/1251)) ([1dfd139](https://github.com/k8sgpt-ai/k8sgpt/commit/1dfd13973165bd2820aa8ca079e1ec656a5033f0))
* **deps:** update module github.com/schollz/progressbar/v3 to v3.15.0 ([#1227](https://github.com/k8sgpt-ai/k8sgpt/issues/1227)) ([025a069](https://github.com/k8sgpt-ai/k8sgpt/commit/025a069ff1582131cede63420aa535a3b550b7b7))
* disable adding multiple openai provider ([#1191](https://github.com/k8sgpt-ai/k8sgpt/issues/1191)) ([644581f](https://github.com/k8sgpt-ai/k8sgpt/commit/644581f4958f470cfb088a69a478db0ab91c1540))
* enabled auth add support watsonx backend ([#1190](https://github.com/k8sgpt-ai/k8sgpt/issues/1190)) ([d702209](https://github.com/k8sgpt-ai/k8sgpt/commit/d702209941480dce62b9622ea30fdb4a9e5ef083))
* helm chart security context rendering if empty ([#1235](https://github.com/k8sgpt-ai/k8sgpt/issues/1235)) ([be4ca86](https://github.com/k8sgpt-ai/k8sgpt/commit/be4ca86af07e832eb7832f7e5f83df8676bafd29))
* issue-1168, remove duplicate CVE ([#1230](https://github.com/k8sgpt-ai/k8sgpt/issues/1230)) ([8edb053](https://github.com/k8sgpt-ai/k8sgpt/commit/8edb053b3e88027880a75999eab19bed2176747f))
* segmentation violation during serve ([#1215](https://github.com/k8sgpt-ai/k8sgpt/issues/1215)) ([b7e5394](https://github.com/k8sgpt-ai/k8sgpt/commit/b7e5394caaabb43e01161618f7a6e9f4aa8f7408))
* set logger for controller-runtime ([#1211](https://github.com/k8sgpt-ai/k8sgpt/issues/1211)) ([8e37369](https://github.com/k8sgpt-ai/k8sgpt/commit/8e37369e5c6c96096b66179f22a27b2c0018c43a))
* typo ([#1244](https://github.com/k8sgpt-ai/k8sgpt/issues/1244)) ([e02c0dd](https://github.com/k8sgpt-ai/k8sgpt/commit/e02c0ddd2d9f9a6fae8a57514468f26fe72b567a))
### Other
* **deps:** update actions/checkout digest to 692973e ([#1129](https://github.com/k8sgpt-ai/k8sgpt/issues/1129)) ([24ebeaf](https://github.com/k8sgpt-ai/k8sgpt/commit/24ebeaf3a748f2bf40c18ddcecaf8655b457048b))
* **deps:** update actions/upload-artifact digest to 5076954 ([#1239](https://github.com/k8sgpt-ai/k8sgpt/issues/1239)) ([e0e86ea](https://github.com/k8sgpt-ai/k8sgpt/commit/e0e86ea60f3811e8ee22fd9c28e91817c56104a2))
* **deps:** update actions/upload-artifact digest to 834a144 ([#1214](https://github.com/k8sgpt-ai/k8sgpt/issues/1214)) ([2a8a9b4](https://github.com/k8sgpt-ai/k8sgpt/commit/2a8a9b486714d780c0df3ecae8757534249731dc))
* **deps:** update anchore/sbom-action action to v0.17.1 ([#1224](https://github.com/k8sgpt-ai/k8sgpt/issues/1224)) ([f573819](https://github.com/k8sgpt-ai/k8sgpt/commit/f57381961fbc63305d9e9aa63e85a90a100ee553))
* **deps:** update dependency go to v1.23.1 ([#1176](https://github.com/k8sgpt-ai/k8sgpt/issues/1176)) ([453d5c3](https://github.com/k8sgpt-ai/k8sgpt/commit/453d5c37ddafd93c6fa194b5b4fc0794154eb8c1))
* **deps:** update docker/login-action digest to 9780b0c ([#1212](https://github.com/k8sgpt-ai/k8sgpt/issues/1212)) ([477ef15](https://github.com/k8sgpt-ai/k8sgpt/commit/477ef155d32f4d81ca3bee612644f51fc1098cdc))
### Docs
* update "CLI Installation" section in README.md ([#1126](https://github.com/k8sgpt-ai/k8sgpt/issues/1126)) ([#1127](https://github.com/k8sgpt-ai/k8sgpt/issues/1127)) ([b2b8682](https://github.com/k8sgpt-ai/k8sgpt/commit/b2b86826e55984c2b6aed6554869d7ce66a5f854))
## [0.3.40](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.39...v0.3.40) (2024-08-04)
### Features
* custom analysis paralelism ([#1203](https://github.com/k8sgpt-ai/k8sgpt/issues/1203)) ([f1b7b37](https://github.com/k8sgpt-ai/k8sgpt/commit/f1b7b37fb83937d5fad90d7b6b52f4a38823da9e))
* getting the error from status field for HPA analyzer ([#1164](https://github.com/k8sgpt-ai/k8sgpt/issues/1164)) ([a068310](https://github.com/k8sgpt-ai/k8sgpt/commit/a068310731d775beecede03a1709e541ffd68142))
* initial custom analysis server mode ([#1205](https://github.com/k8sgpt-ai/k8sgpt/issues/1205)) ([16d57e5](https://github.com/k8sgpt-ai/k8sgpt/commit/16d57e5a55c2084bf1580377ae52e2961cc84922))
### Bug Fixes
* add default maxToken value of watsonxai backend ([#1209](https://github.com/k8sgpt-ai/k8sgpt/issues/1209)) ([d43fd87](https://github.com/k8sgpt-ai/k8sgpt/commit/d43fd878ba04fec8ac8afe4a1c15272b7f21c951))
* auth update throw out exception ([#1193](https://github.com/k8sgpt-ai/k8sgpt/issues/1193)) ([391a3cd](https://github.com/k8sgpt-ai/k8sgpt/commit/391a3cd5adcbd90f37922332b4fad5ba5d813e5f))
* **deps:** update module cloud.google.com/go/storage to v1.43.0 ([#1198](https://github.com/k8sgpt-ai/k8sgpt/issues/1198)) ([8949f5b](https://github.com/k8sgpt-ai/k8sgpt/commit/8949f5bac3c69130e30103511fdb5ece66e1619f))
* **deps:** update module github.com/schollz/progressbar/v3 to v3.14.5 ([#1145](https://github.com/k8sgpt-ai/k8sgpt/issues/1145)) ([3547c48](https://github.com/k8sgpt-ai/k8sgpt/commit/3547c4808a846eb4392996afa20a84bdddf8e24f))
### Other
* **deps:** update anchore/sbom-action action to v0.17.0 ([#1197](https://github.com/k8sgpt-ai/k8sgpt/issues/1197)) ([407c855](https://github.com/k8sgpt-ai/k8sgpt/commit/407c855e147b73739e800310c926826344d36323))
## [0.3.39](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.38...v0.3.39) (2024-07-18)
### Features
* add label selector ([#1201](https://github.com/k8sgpt-ai/k8sgpt/issues/1201)) ([eb3b81f](https://github.com/k8sgpt-ai/k8sgpt/commit/eb3b81f1767c589474864992ae78001ab1b376a1))
* fix the custom-analysis printing ([#1195](https://github.com/k8sgpt-ai/k8sgpt/issues/1195)) ([b6dd2a1](https://github.com/k8sgpt-ai/k8sgpt/commit/b6dd2a1181b478a4fb8543ab7529ce595fa7d4a8))
* initial kyverno support ([#1200](https://github.com/k8sgpt-ai/k8sgpt/issues/1200)) ([5176759](https://github.com/k8sgpt-ai/k8sgpt/commit/5176759bd0fad8671164f9e75b31dec19f02bd54))
* skip k3s node type EtcdIsVoter ([#1167](https://github.com/k8sgpt-ai/k8sgpt/issues/1167)) ([4366ad9](https://github.com/k8sgpt-ai/k8sgpt/commit/4366ad97b80d2df0400e06e4b892fadab3939dc7))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 18e509b ([#1183](https://github.com/k8sgpt-ai/k8sgpt/issues/1183)) ([0b90651](https://github.com/k8sgpt-ai/k8sgpt/commit/0b906511d5a9837c9a67cf819754c610b1becc5c))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.4.0-20240715142657-3785f0a44aae.2 ([#1196](https://github.com/k8sgpt-ai/k8sgpt/issues/1196)) ([f9edbf3](https://github.com/k8sgpt-ai/k8sgpt/commit/f9edbf34f3eb3e90528d04b1c470fd6ef15293ec))
* **deps:** update module github.com/ibm/watsonx-go to v1.0.1 ([#1187](https://github.com/k8sgpt-ai/k8sgpt/issues/1187)) ([34b6de3](https://github.com/k8sgpt-ai/k8sgpt/commit/34b6de34041ce253c1c680a7f5fe535b03a50da5))
* **deps:** update module github.com/prometheus/prometheus to v0.53.1 ([#1035](https://github.com/k8sgpt-ai/k8sgpt/issues/1035)) ([de9ef85](https://github.com/k8sgpt-ai/k8sgpt/commit/de9ef8587822814542661e0039b47ef65d902abb))
### Other
* **deps:** pin goreleaser/goreleaser-action action to 286f3b1 ([#1171](https://github.com/k8sgpt-ai/k8sgpt/issues/1171)) ([1a00aaf](https://github.com/k8sgpt-ai/k8sgpt/commit/1a00aafbb2f6f1482dfb3da7e96954b12ad5a4fd))
* **deps:** update actions/setup-go digest to 0a12ed9 ([#1182](https://github.com/k8sgpt-ai/k8sgpt/issues/1182)) ([593139c](https://github.com/k8sgpt-ai/k8sgpt/commit/593139cffb1982fe45ccc9403acc893f51064271))
* **deps:** update actions/upload-artifact digest to 0b2256b ([#1175](https://github.com/k8sgpt-ai/k8sgpt/issues/1175)) ([4b13727](https://github.com/k8sgpt-ai/k8sgpt/commit/4b13727ef579240adc2777d1126544fafb23b993))
* **deps:** update anchore/sbom-action action to v0.16.1 ([#1179](https://github.com/k8sgpt-ai/k8sgpt/issues/1179)) ([3e93409](https://github.com/k8sgpt-ai/k8sgpt/commit/3e9340925c3d59861b1a95d5c1bc08c19ec26e4a))
## [0.3.38](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.37...v0.3.38) (2024-07-10)
### Features
* add custom http headers to openai related api backends ([#1174](https://github.com/k8sgpt-ai/k8sgpt/issues/1174)) ([02e754e](https://github.com/k8sgpt-ai/k8sgpt/commit/02e754ed591742fccc5ff9a20c3e36e4475f6ec5))
* add Ollama backend ([#1065](https://github.com/k8sgpt-ai/k8sgpt/issues/1065)) ([b35dbd9](https://github.com/k8sgpt-ai/k8sgpt/commit/b35dbd9b09197994f041cda04f1a4e5fb316e468))
* add watsonx ai provider ([#1163](https://github.com/k8sgpt-ai/k8sgpt/issues/1163)) ([ce63821](https://github.com/k8sgpt-ai/k8sgpt/commit/ce63821bebbd87b2e058f5cf58a2cdd474b8fb58))
### Bug Fixes
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 to v2.20.0-20240406062209-1cc152efbf5c.1 ([#1147](https://github.com/k8sgpt-ai/k8sgpt/issues/1147)) ([314f25a](https://github.com/k8sgpt-ai/k8sgpt/commit/314f25ac8bf5c3629474ece0eae6a3bda83099aa))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.10 ([#1177](https://github.com/k8sgpt-ai/k8sgpt/issues/1177)) ([fef8539](https://github.com/k8sgpt-ai/k8sgpt/commit/fef853966fc6e33dae0a9686fa767b36201c0228))
* **deps:** update module github.com/spf13/cobra to v1.8.1 ([#1161](https://github.com/k8sgpt-ai/k8sgpt/issues/1161)) ([a075792](https://github.com/k8sgpt-ai/k8sgpt/commit/a0757921191205398539a6ccc8dbfaa503db595f))
* **deps:** update module google.golang.org/grpc to v1.64.1 [security] ([#1178](https://github.com/k8sgpt-ai/k8sgpt/issues/1178)) ([dd20dbc](https://github.com/k8sgpt-ai/k8sgpt/commit/dd20dbc9829fc50f77ad6a32c3a10dcf221d2750))
### Other
* **deps:** update amannn/action-semantic-pull-request action to v5.5.3 ([#1172](https://github.com/k8sgpt-ai/k8sgpt/issues/1172)) ([27ac60a](https://github.com/k8sgpt-ai/k8sgpt/commit/27ac60aed296c3d9582f34e14c5985a4bccd991e))
* **deps:** update anchore/sbom-action action to v0.16.0 ([#1146](https://github.com/k8sgpt-ai/k8sgpt/issues/1146)) ([dd66355](https://github.com/k8sgpt-ai/k8sgpt/commit/dd6635579789ce65ee86dc1196e7dfde1b7d20e6))
* **deps:** update docker/build-push-action digest to ca052bb ([#1140](https://github.com/k8sgpt-ai/k8sgpt/issues/1140)) ([0c02160](https://github.com/k8sgpt-ai/k8sgpt/commit/0c0216096efde9c2c812ee90522c081f51c52631))
* **deps:** update docker/setup-buildx-action digest to 4fd8129 ([#1173](https://github.com/k8sgpt-ai/k8sgpt/issues/1173)) ([d4abb33](https://github.com/k8sgpt-ai/k8sgpt/commit/d4abb33b3c29d9a2e4dee094ea7be2bc5d1807d1))
* update brew installation note ([#1155](https://github.com/k8sgpt-ai/k8sgpt/issues/1155)) ([ab534d1](https://github.com/k8sgpt-ai/k8sgpt/commit/ab534d184fcd538f2ba10a6b5bf3a74c28d5fee6))
## [0.3.37](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.36...v0.3.37) (2024-06-17)
### Other
* **deps:** update reviewdog/action-golangci-lint digest to 7708105 ([#1157](https://github.com/k8sgpt-ai/k8sgpt/issues/1157)) ([7b1b633](https://github.com/k8sgpt-ai/k8sgpt/commit/7b1b63322ec7b0c0864682bc23be6e70c0ed7ec7))
* updated the goreleaser action ([#1160](https://github.com/k8sgpt-ai/k8sgpt/issues/1160)) ([9bace02](https://github.com/k8sgpt-ai/k8sgpt/commit/9bace02a6702a8af0e6511b51ffc38378e14d3cb))
## [0.3.36](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.35...v0.3.36) (2024-06-17)
### Other
* **deps:** update docker/login-action digest to 0d4c9c5 ([#1141](https://github.com/k8sgpt-ai/k8sgpt/issues/1141)) ([602d111](https://github.com/k8sgpt-ai/k8sgpt/commit/602d111d8568d38cda744d2b179ee2d3eb59ba02))
* **deps:** update goreleaser/goreleaser-action digest to 5742e2a ([#1153](https://github.com/k8sgpt-ai/k8sgpt/issues/1153)) ([55ae7c3](https://github.com/k8sgpt-ai/k8sgpt/commit/55ae7c32986100d4b0bab6dcaf7a52ac7b37aa5f))
* fixed the goreleaser file ([#1158](https://github.com/k8sgpt-ai/k8sgpt/issues/1158)) ([2382de4](https://github.com/k8sgpt-ai/k8sgpt/commit/2382de4c6f82de535b67c2752d7c502d0a8b2b66))
* update goreleaser ldflags ([#1154](https://github.com/k8sgpt-ai/k8sgpt/issues/1154)) ([aeae2ba](https://github.com/k8sgpt-ai/k8sgpt/commit/aeae2ba765c7db6e4953b5a93c54617f1dd85efa))
## [0.3.35](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.34...v0.3.35) (2024-06-14)
### Features
* add spec.template.spec.securityContext ([#1109](https://github.com/k8sgpt-ai/k8sgpt/issues/1109)) ([92dd1bd](https://github.com/k8sgpt-ai/k8sgpt/commit/92dd1bd8b08c5173f72a6c333f626c63aa05a1d3))
* support openai organization Id ([#1133](https://github.com/k8sgpt-ai/k8sgpt/issues/1133)) ([4867d39](https://github.com/k8sgpt-ai/k8sgpt/commit/4867d39c66a6c16906cd769a2055dea9f66f1ccb))
### Other
* updated goreleaser config ([#1149](https://github.com/k8sgpt-ai/k8sgpt/issues/1149)) ([c834c09](https://github.com/k8sgpt-ai/k8sgpt/commit/c834c099969f3e888f49f73fba6794387063a6fc))
## [0.3.34](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.33...v0.3.34) (2024-06-14)
### Other
* **deps:** update google-github-actions/release-please-action action to v4.1.1 ([#1143](https://github.com/k8sgpt-ai/k8sgpt/issues/1143)) ([63b63f7](https://github.com/k8sgpt-ai/k8sgpt/commit/63b63f7664277042188351073f269569bfec65bf))
* **deps:** update goreleaser/goreleaser-action digest to 5742e2a ([#1142](https://github.com/k8sgpt-ai/k8sgpt/issues/1142)) ([c101e8a](https://github.com/k8sgpt-ai/k8sgpt/commit/c101e8a3ea6d911d00ca2a51986edc5425a1042a))
## [0.3.33](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.32...v0.3.33) (2024-06-13)
### Features
* bump golang version to 1.22 ([#1117](https://github.com/k8sgpt-ai/k8sgpt/issues/1117)) ([6652fbe](https://github.com/k8sgpt-ai/k8sgpt/commit/6652fbe7cb6e581497e1d086e13397ff9e5b11be))
### Bug Fixes
* advisory k8sgpt ghsa 85rg 8m6h 825p ([#1139](https://github.com/k8sgpt-ai/k8sgpt/issues/1139)) ([728555c](https://github.com/k8sgpt-ai/k8sgpt/commit/728555c0effbf7a56221d625bcbbf62f74d14359))
* **deps:** typo in prometheus.go ([fad00ea](https://github.com/k8sgpt-ai/k8sgpt/commit/fad00eac4925351c4dc6fd6dd347fe2968f0b7a5))
* **deps:** typo in prometheus.go ([#1137](https://github.com/k8sgpt-ai/k8sgpt/issues/1137)) ([fad00ea](https://github.com/k8sgpt-ai/k8sgpt/commit/fad00eac4925351c4dc6fd6dd347fe2968f0b7a5))
* **deps:** update module github.com/aws/aws-sdk-go to v1.53.21 ([#1106](https://github.com/k8sgpt-ai/k8sgpt/issues/1106)) ([bdd470f](https://github.com/k8sgpt-ai/k8sgpt/commit/bdd470f9cae917f965badd22da7def4a7d64d2ae))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.6.0 [security] ([#1138](https://github.com/k8sgpt-ai/k8sgpt/issues/1138)) ([3a89318](https://github.com/k8sgpt-ai/k8sgpt/commit/3a893184af50f8c822ac06ce0e20818eaec587b1))
### Other
* **deps:** update actions/setup-go digest to cdcb360 ([#1096](https://github.com/k8sgpt-ai/k8sgpt/issues/1096)) ([3452c0d](https://github.com/k8sgpt-ai/k8sgpt/commit/3452c0def68fd5352d2d09201f813f657245bd9f))
## [0.3.32](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.31...v0.3.32) (2024-05-20)
### Bug Fixes
* remove shorthand flag for topp option in add command ([#1115](https://github.com/k8sgpt-ai/k8sgpt/issues/1115)) ([e261c09](https://github.com/k8sgpt-ai/k8sgpt/commit/e261c09889359d5870acb9720ff033440f835f8f))
## [0.3.31](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.30...v0.3.31) (2024-05-16)
### Features
* implement Top-K sampling for improved user control ([#1110](https://github.com/k8sgpt-ai/k8sgpt/issues/1110)) ([eda5231](https://github.com/k8sgpt-ai/k8sgpt/commit/eda52312aef8113debbd770b8354c3a3cb1cc681))
* oci genai ([#1102](https://github.com/k8sgpt-ai/k8sgpt/issues/1102)) ([047afd4](https://github.com/k8sgpt-ai/k8sgpt/commit/047afd46d62d1bd1da1435550cbaf9daaca53aee))
* support AWS_PROFILE ([#1114](https://github.com/k8sgpt-ai/k8sgpt/issues/1114)) ([882c6f5](https://github.com/k8sgpt-ai/k8sgpt/commit/882c6f52252000da436e4fed9fd184b263f5a017))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 0849a56 ([#1080](https://github.com/k8sgpt-ai/k8sgpt/issues/1080)) ([e894e77](https://github.com/k8sgpt-ai/k8sgpt/commit/e894e778e91d070448cd4a3f46dfc98dd588c9ed))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 to v2.19.1-20240406062209-1cc152efbf5c.1 ([#1070](https://github.com/k8sgpt-ai/k8sgpt/issues/1070)) ([24cff90](https://github.com/k8sgpt-ai/k8sgpt/commit/24cff90a0ca7488e48c94d13678529617c749aab))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20240406062209-1cc152efbf5c.3 ([#1086](https://github.com/k8sgpt-ai/k8sgpt/issues/1086)) ([820cd2e](https://github.com/k8sgpt-ai/k8sgpt/commit/820cd2e16cbca2c89b56a4d2a69f95f3f5cd6c6b))
* **deps:** update module github.com/aws/aws-sdk-go to v1.51.32 ([#1083](https://github.com/k8sgpt-ai/k8sgpt/issues/1083)) ([75c2add](https://github.com/k8sgpt-ai/k8sgpt/commit/75c2addf66a54df57d0c0ac17f0b359f7612e446))
* **deps:** update module github.com/aws/aws-sdk-go to v1.52.3 ([#1094](https://github.com/k8sgpt-ai/k8sgpt/issues/1094)) ([3c48231](https://github.com/k8sgpt-ai/k8sgpt/commit/3c4823127ca04d1d280da6d932e951e6c3f71536))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.5.2 ([#1084](https://github.com/k8sgpt-ai/k8sgpt/issues/1084)) ([bd695d0](https://github.com/k8sgpt-ai/k8sgpt/commit/bd695d0987e8ec12b44512c46bc5f2e5116076bd))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.2 ([#1085](https://github.com/k8sgpt-ai/k8sgpt/issues/1085)) ([43953ff](https://github.com/k8sgpt-ai/k8sgpt/commit/43953ffa3412ae97b6d54ed14b94955d1b73feba))
* **deps:** update module github.com/cohere-ai/cohere-go/v2 to v2.7.3 ([#1087](https://github.com/k8sgpt-ai/k8sgpt/issues/1087)) ([36ccc62](https://github.com/k8sgpt-ai/k8sgpt/commit/36ccc628462ad102712fca115b56f521b2b33b38))
* **deps:** update module github.com/google/generative-ai-go to v0.11.0 ([#1089](https://github.com/k8sgpt-ai/k8sgpt/issues/1089)) ([f30c9f5](https://github.com/k8sgpt-ai/k8sgpt/commit/f30c9f555449bb90bf8242b88b8fae936cb57938))
* **deps:** update module github.com/sashabaranov/go-openai to v1.23.0 ([#1091](https://github.com/k8sgpt-ai/k8sgpt/issues/1091)) ([e74fc08](https://github.com/k8sgpt-ai/k8sgpt/commit/e74fc0838feac5a019a340f7c5ad1c9ae49913fa))
* **deps:** update module golang.org/x/net to v0.25.0 ([#1092](https://github.com/k8sgpt-ai/k8sgpt/issues/1092)) ([fe53907](https://github.com/k8sgpt-ai/k8sgpt/commit/fe53907c44e9cd56b6747f52ae3402bc6ae2bd49))
### Other
* **deps:** pin codecov/codecov-action action to ab904c4 ([#1031](https://github.com/k8sgpt-ai/k8sgpt/issues/1031)) ([e0af76f](https://github.com/k8sgpt-ai/k8sgpt/commit/e0af76f3c9c0120dbc4d9373d69a262e1ec2b7f2))
* **deps:** update actions/checkout digest to 0ad4b8f ([#1078](https://github.com/k8sgpt-ai/k8sgpt/issues/1078)) ([ea8183c](https://github.com/k8sgpt-ai/k8sgpt/commit/ea8183ce848ba58f91cfa68755d6f5b9cf695d36))
* **deps:** update actions/upload-artifact digest to 6546280 ([#1079](https://github.com/k8sgpt-ai/k8sgpt/issues/1079)) ([9b797d7](https://github.com/k8sgpt-ai/k8sgpt/commit/9b797d7e8b4f704dae12acaa7778b6b65e2c36ac))
* **deps:** update amannn/action-semantic-pull-request action to v5.5.2 ([#1088](https://github.com/k8sgpt-ai/k8sgpt/issues/1088)) ([a809a45](https://github.com/k8sgpt-ai/k8sgpt/commit/a809a455f55d1af104ebc0540007aa678581dd21))
* **deps:** update anchore/sbom-action action to v0.15.11 ([#1082](https://github.com/k8sgpt-ai/k8sgpt/issues/1082)) ([12fa5ae](https://github.com/k8sgpt-ai/k8sgpt/commit/12fa5aef4dada597d7059e5717ec7bee3b38c122))
* **deps:** update docker/build-push-action digest to 2cdde99 ([#1032](https://github.com/k8sgpt-ai/k8sgpt/issues/1032)) ([b12c006](https://github.com/k8sgpt-ai/k8sgpt/commit/b12c006c6304165269b90d770048b851e1aa1d1f))
* **deps:** update google-github-actions/release-please-action action to v4.1.0 ([#1045](https://github.com/k8sgpt-ai/k8sgpt/issues/1045)) ([bf6f642](https://github.com/k8sgpt-ai/k8sgpt/commit/bf6f642c280f640f2c9020b325e52670ced2cf50))
### Docs
* add logAnalyzer in README.md ([#1081](https://github.com/k8sgpt-ai/k8sgpt/issues/1081)) ([5cfe332](https://github.com/k8sgpt-ai/k8sgpt/commit/5cfe3325cb556cfb9d0532ae26727441c5177015))
## [0.3.30](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.29...v0.3.30) (2024-04-26)
### Features
* add keda integration ([#1058](https://github.com/k8sgpt-ai/k8sgpt/issues/1058)) ([9a73d19](https://github.com/k8sgpt-ai/k8sgpt/commit/9a73d1923f146aa1343465d89225e64bcb8e0112))
* add minio support ([#1048](https://github.com/k8sgpt-ai/k8sgpt/issues/1048)) ([e6085d4](https://github.com/k8sgpt-ai/k8sgpt/commit/e6085d4191a1695e295f4f6a2ac7219b67a37225))
* add Resource Kind in output ([#1069](https://github.com/k8sgpt-ai/k8sgpt/issues/1069)) ([aa276a5](https://github.com/k8sgpt-ai/k8sgpt/commit/aa276a5379b3d24a8e7a1f8b1193832df5a46220))
### Bug Fixes
* **deps:** update k8s.io/utils digest to 4693a02 ([#1037](https://github.com/k8sgpt-ai/k8sgpt/issues/1037)) ([94cdce4](https://github.com/k8sgpt-ai/k8sgpt/commit/94cdce44b49e0bb85e8b541688b2206e7c1dc33d))
* **deps:** update module cloud.google.com/go/storage to v1.39.1 ([#1029](https://github.com/k8sgpt-ai/k8sgpt/issues/1029)) ([a3896f4](https://github.com/k8sgpt-ai/k8sgpt/commit/a3896f4518ec6666a43de22a24a18f2b93c58073))
* **deps:** update module cloud.google.com/go/storage to v1.40.0 ([#1054](https://github.com/k8sgpt-ai/k8sgpt/issues/1054)) ([6df0169](https://github.com/k8sgpt-ai/k8sgpt/commit/6df01694916504cc4af3795361a4285098e2de85))
* **deps:** update module github.com/aws/aws-sdk-go to v1.51.14 ([#1051](https://github.com/k8sgpt-ai/k8sgpt/issues/1051)) ([007b4bb](https://github.com/k8sgpt-ai/k8sgpt/commit/007b4bb8ec4b36705f76fd2f5d96464c75915573))
* **deps:** update module github.com/aws/aws-sdk-go to v1.51.21 ([#1056](https://github.com/k8sgpt-ai/k8sgpt/issues/1056)) ([ccb692c](https://github.com/k8sgpt-ai/k8sgpt/commit/ccb692c1fdc5496d9d5810dfe41dbf1bdeb68d00))
* **deps:** update module github.com/aws/aws-sdk-go to v1.51.8 ([#1046](https://github.com/k8sgpt-ai/k8sgpt/issues/1046)) ([19ae31b](https://github.com/k8sgpt-ai/k8sgpt/commit/19ae31b5dd5c54413025cee8081d112223e38400))
* **deps:** update module github.com/google/generative-ai-go to v0.10.0 ([#1047](https://github.com/k8sgpt-ai/k8sgpt/issues/1047)) ([6b38a56](https://github.com/k8sgpt-ai/k8sgpt/commit/6b38a56afbdaa8e0d8f025088a52d3022673ef9d))
* **deps:** update module github.com/sashabaranov/go-openai to v1.20.4 ([#1039](https://github.com/k8sgpt-ai/k8sgpt/issues/1039)) ([6a46a26](https://github.com/k8sgpt-ai/k8sgpt/commit/6a46a26789f730d298cf49a706421f36bc8523b1))
* **deps:** update module golang.org/x/net to v0.23.0 [security] ([#1071](https://github.com/k8sgpt-ai/k8sgpt/issues/1071)) ([693b23f](https://github.com/k8sgpt-ai/k8sgpt/commit/693b23f1fc33659a3c4f52fc4d9c23348b22bfb1))
* invalid ParentObj in output ([#1068](https://github.com/k8sgpt-ai/k8sgpt/issues/1068)) ([b2ab943](https://github.com/k8sgpt-ai/k8sgpt/commit/b2ab94375e4233cdfa9762877995445c313bb962))
* remove show password in auth list ([#1061](https://github.com/k8sgpt-ai/k8sgpt/issues/1061)) ([9e02637](https://github.com/k8sgpt-ai/k8sgpt/commit/9e0263778f6dbc179184fa9d86f07d808283d63e))
* set topP from config ([#1053](https://github.com/k8sgpt-ai/k8sgpt/issues/1053)) ([c162cc2](https://github.com/k8sgpt-ai/k8sgpt/commit/c162cc22ee468070e0602d3fd684b022fa585c4f))
### Other
* **deps:** update anchore/sbom-action action to v0.15.10 ([#1044](https://github.com/k8sgpt-ai/k8sgpt/issues/1044)) ([e05a902](https://github.com/k8sgpt-ai/k8sgpt/commit/e05a902d904fc0b63998ae290f15e79d330317fb))
* **deps:** update cohere client implementation to v2 ([#1062](https://github.com/k8sgpt-ai/k8sgpt/issues/1062)) ([eb7687a](https://github.com/k8sgpt-ai/k8sgpt/commit/eb7687a08917ad4048c6f00c17bb45591a935a3a))
* **deps:** update docker/login-action digest to e92390c ([#1033](https://github.com/k8sgpt-ai/k8sgpt/issues/1033)) ([c872e49](https://github.com/k8sgpt-ai/k8sgpt/commit/c872e495ad6f787cf566a5b2f295deb3f08aba15))
* **deps:** update docker/setup-buildx-action digest to 2b51285 ([#1036](https://github.com/k8sgpt-ai/k8sgpt/issues/1036)) ([10c00ba](https://github.com/k8sgpt-ai/k8sgpt/commit/10c00ba9fe61a3ee1dc90d87dd7997da276905b4))
* **deps:** update docker/setup-buildx-action digest to d70bba7 ([#1066](https://github.com/k8sgpt-ai/k8sgpt/issues/1066)) ([3eaf776](https://github.com/k8sgpt-ai/k8sgpt/commit/3eaf776249719a0a13909d24e6b48deb6bf818b6))
* update license file path to avoid conflicting installations ([#878](https://github.com/k8sgpt-ai/k8sgpt/issues/878)) ([#1073](https://github.com/k8sgpt-ai/k8sgpt/issues/1073)) ([85a76a3](https://github.com/k8sgpt-ai/k8sgpt/commit/85a76a3be06df0ff713192d1f08fd01d1e8f219b))
* update renovate config and bundle deps in groups ([#1026](https://github.com/k8sgpt-ai/k8sgpt/issues/1026)) ([bd2e06b](https://github.com/k8sgpt-ai/k8sgpt/commit/bd2e06bae72528c5af1b4f44674d624d474d40dc))
### Refactoring
* replace util.SliceContainsString with slices.Contains & make fmt ([#1041](https://github.com/k8sgpt-ai/k8sgpt/issues/1041)) ([1ae4e75](https://github.com/k8sgpt-ai/k8sgpt/commit/1ae4e751967850e8146f8f3fa04c0dd302ef15bf))
## [0.3.29](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.28...v0.3.29) (2024-03-22)
### Features
* codecov ([#1023](https://github.com/k8sgpt-ai/k8sgpt/issues/1023)) ([fe81d16](https://github.com/k8sgpt-ai/k8sgpt/commit/fe81d16f756e5ea9db909e42e6caf1e17e040f86))
### Other
* allows an environmental override of the default AWS region and… ([#1025](https://github.com/k8sgpt-ai/k8sgpt/issues/1025)) ([8f8f5c6](https://github.com/k8sgpt-ai/k8sgpt/commit/8f8f5c6df7fbcd08ee48d91a4f2e011a3e69e4ac))
## [0.3.28](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.27...v0.3.28) (2024-03-14)
### Features
* add Google Vertex AI as provider to utilize gemini via GCP ([#984](https://github.com/k8sgpt-ai/k8sgpt/issues/984)) ([55ac0b2](https://github.com/k8sgpt-ai/k8sgpt/commit/55ac0b2129a438661a0253251f546db6b59f2b92))
* add proxysettings for azureopenai and openai ([#987](https://github.com/k8sgpt-ai/k8sgpt/issues/987)) ([307710e](https://github.com/k8sgpt-ai/k8sgpt/commit/307710eddc1c3f96f40a674f7dda786510e9c4cc))
* aws integration ([#967](https://github.com/k8sgpt-ai/k8sgpt/issues/967)) ([a81377f](https://github.com/k8sgpt-ai/k8sgpt/commit/a81377f72db7f322e0afbb6d613c2bfffecf8080))
* enable Rest api using grpc-gateway ([#834](https://github.com/k8sgpt-ai/k8sgpt/issues/834)) ([f2138c7](https://github.com/k8sgpt-ai/k8sgpt/commit/f2138c71017b391625eebdfb4c5708c824824f69))
### Bug Fixes
* analyze command default backend bug ([#966](https://github.com/k8sgpt-ai/k8sgpt/issues/966)) ([aab8d77](https://github.com/k8sgpt-ai/k8sgpt/commit/aab8d77febdd4b42ff74aafbb2ada27745c04ae1))
* **deps:** update module cloud.google.com/go/storage to v1.38.0 ([#950](https://github.com/k8sgpt-ai/k8sgpt/issues/950)) ([6207c70](https://github.com/k8sgpt-ai/k8sgpt/commit/6207c70c51d2885c4590c255c8f78e7ee2009034))
* **deps:** update module github.com/aws/aws-sdk-go to v1.50.20 ([#930](https://github.com/k8sgpt-ai/k8sgpt/issues/930)) ([3f0356b](https://github.com/k8sgpt-ai/k8sgpt/commit/3f0356be662c32d82ce4f3db05f859477823717d))
* **deps:** update module github.com/aws/aws-sdk-go to v1.50.21 ([#970](https://github.com/k8sgpt-ai/k8sgpt/issues/970)) ([00c91f0](https://github.com/k8sgpt-ai/k8sgpt/commit/00c91f05a62b2c8b2d756b58b95279195ff38d3d))
* **deps:** update module github.com/aws/aws-sdk-go to v1.50.22 ([#971](https://github.com/k8sgpt-ai/k8sgpt/issues/971)) ([6ac815c](https://github.com/k8sgpt-ai/k8sgpt/commit/6ac815c10fb073f4251e338ab22e247625f21406))
* **deps:** update module github.com/aws/aws-sdk-go to v1.50.34 ([#974](https://github.com/k8sgpt-ai/k8sgpt/issues/974)) ([425f33b](https://github.com/k8sgpt-ai/k8sgpt/commit/425f33bb2ddf8cdaff079b097d6956f675c89b0e))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.1 ([#992](https://github.com/k8sgpt-ai/k8sgpt/issues/992)) ([85f18dd](https://github.com/k8sgpt-ai/k8sgpt/commit/85f18dde1f820fe2413cc6b3109e67b7a010142c))
* **deps:** update module github.com/google/generative-ai-go to v0.8.0 ([#965](https://github.com/k8sgpt-ai/k8sgpt/issues/965)) ([248260e](https://github.com/k8sgpt-ai/k8sgpt/commit/248260e081327de9f9d1d2c851efab2b4a3e7ede))
* **deps:** update module github.com/prometheus/client_golang to v1.19.0 ([#989](https://github.com/k8sgpt-ai/k8sgpt/issues/989)) ([4065fae](https://github.com/k8sgpt-ai/k8sgpt/commit/4065faef13691f9cf1f50696c62d3b30b0933b4b))
* **deps:** update module github.com/sashabaranov/go-openai to v1.19.4 ([#963](https://github.com/k8sgpt-ai/k8sgpt/issues/963)) ([8b0b61e](https://github.com/k8sgpt-ai/k8sgpt/commit/8b0b61e596f790b9558a5e3d1f634a5ee1c6cb0c))
* **deps:** update module github.com/sashabaranov/go-openai to v1.20.0 ([#977](https://github.com/k8sgpt-ai/k8sgpt/issues/977)) ([e07822c](https://github.com/k8sgpt-ai/k8sgpt/commit/e07822c10bff5dbd91f4da592914c25538353d6b))
* **deps:** update module github.com/sashabaranov/go-openai to v1.20.1 ([#986](https://github.com/k8sgpt-ai/k8sgpt/issues/986)) ([88a7907](https://github.com/k8sgpt-ai/k8sgpt/commit/88a7907db4700c241e9aa109bc3d8604a8186f87))
* **deps:** update module github.com/sashabaranov/go-openai to v1.20.2 ([#991](https://github.com/k8sgpt-ai/k8sgpt/issues/991)) ([d2754d3](https://github.com/k8sgpt-ai/k8sgpt/commit/d2754d320fb1f285f93fdced2b8469280bd47fd2))
* **deps:** update module github.com/schollz/progressbar/v3 to v3.14.2 ([#983](https://github.com/k8sgpt-ai/k8sgpt/issues/983)) ([af3732a](https://github.com/k8sgpt-ai/k8sgpt/commit/af3732ad067b809c54c5f08f6cf5a7a519b452d7))
* **deps:** update module github.com/stretchr/testify to v1.9.0 ([#999](https://github.com/k8sgpt-ai/k8sgpt/issues/999)) ([1491e67](https://github.com/k8sgpt-ai/k8sgpt/commit/1491e675673dcc13ccf6ac1778113762542e8cbc))
* **deps:** update module go.uber.org/zap to v1.27.0 ([#972](https://github.com/k8sgpt-ai/k8sgpt/issues/972)) ([8f00218](https://github.com/k8sgpt-ai/k8sgpt/commit/8f002180901c8bf7e6b1a5451dd97ef566260b0f))
* **deps:** update module google.golang.org/api to v0.165.0 ([#959](https://github.com/k8sgpt-ai/k8sgpt/issues/959)) ([cc99bd5](https://github.com/k8sgpt-ai/k8sgpt/commit/cc99bd51f05db4e87f806ac58ee1cb7a83b25e4d))
* **deps:** update module google.golang.org/api to v0.167.0 ([#973](https://github.com/k8sgpt-ai/k8sgpt/issues/973)) ([6103c96](https://github.com/k8sgpt-ai/k8sgpt/commit/6103c96c41e10e2fe13d285ff15a36bf2fbeb5c2))
* **deps:** update module google.golang.org/grpc to v1.62.0 ([#975](https://github.com/k8sgpt-ai/k8sgpt/issues/975)) ([97446aa](https://github.com/k8sgpt-ai/k8sgpt/commit/97446aae079824d6556416314c0a27514088a667))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#957](https://github.com/k8sgpt-ai/k8sgpt/issues/957)) ([f929e7f](https://github.com/k8sgpt-ai/k8sgpt/commit/f929e7feea5931ddec77af49dd08937aca85fd49))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#979](https://github.com/k8sgpt-ai/k8sgpt/issues/979)) ([35f5185](https://github.com/k8sgpt-ai/k8sgpt/commit/35f51859140c78ce953443afcc27f77230287809))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#980](https://github.com/k8sgpt-ai/k8sgpt/issues/980)) ([334a86a](https://github.com/k8sgpt-ai/k8sgpt/commit/334a86aaf40e5421929cf380191841db064d9bf7))
* log analyzer failed with multiple containers in the pod ([#920](https://github.com/k8sgpt-ai/k8sgpt/issues/920)) ([98286a9](https://github.com/k8sgpt-ai/k8sgpt/commit/98286a965e4c4c680deeb43d3397b51089968366))
* set result name and namespace to trivy vulnreport and configaudi… ([#869](https://github.com/k8sgpt-ai/k8sgpt/issues/869)) ([a3cd7e6](https://github.com/k8sgpt-ai/k8sgpt/commit/a3cd7e6385365a1d190a9e8439311cb9d5eeda56))
* shorthand for the http flag in serve command ([#969](https://github.com/k8sgpt-ai/k8sgpt/issues/969)) ([f55f837](https://github.com/k8sgpt-ai/k8sgpt/commit/f55f8370ebf0db6db629641337cd78ad7f120865))
### Other
* attempt to group renovate deps ([#1007](https://github.com/k8sgpt-ai/k8sgpt/issues/1007)) ([adf4f17](https://github.com/k8sgpt-ai/k8sgpt/commit/adf4f17085672fd5ae78dad4f8ac1d887029836d))
* **deps:** update anchore/sbom-action action to v0.15.9 ([#1004](https://github.com/k8sgpt-ai/k8sgpt/issues/1004)) ([b05b6a3](https://github.com/k8sgpt-ai/k8sgpt/commit/b05b6a38ed4a9fc017f9dcb52cff8a332c11056d))
* **deps:** update docker/build-push-action digest to af5a7ed ([#1003](https://github.com/k8sgpt-ai/k8sgpt/issues/1003)) ([b58b719](https://github.com/k8sgpt-ai/k8sgpt/commit/b58b7191af2fe082d94d46ef6a2784c1ea322340))
* **deps:** update docker/setup-buildx-action digest to 0d103c3 ([#988](https://github.com/k8sgpt-ai/k8sgpt/issues/988)) ([f24bcd8](https://github.com/k8sgpt-ai/k8sgpt/commit/f24bcd88b6a915798897b49a562b86265a9b524c))
* **deps:** update reviewdog/action-golangci-lint digest to 00311c2 ([#1002](https://github.com/k8sgpt-ai/k8sgpt/issues/1002)) ([4ec143a](https://github.com/k8sgpt-ai/k8sgpt/commit/4ec143ab772ca4dc3072c248e95da8f7c0a2974b))
## [0.3.27](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.26...v0.3.27) (2024-02-15)
### Features
* add huggingface provider ([#893](https://github.com/k8sgpt-ai/k8sgpt/issues/893)) ([2fd476e](https://github.com/k8sgpt-ai/k8sgpt/commit/2fd476e12624e30570c0819594f2668f720381d6))
* added FailedMount event reason to get the failure ([#883](https://github.com/k8sgpt-ai/k8sgpt/issues/883)) ([78126b2](https://github.com/k8sgpt-ai/k8sgpt/commit/78126b2328c1b3f81a269d203e86128104050010))
* enables remote custom analyzers ([#906](https://github.com/k8sgpt-ai/k8sgpt/issues/906)) ([c8c9dbf](https://github.com/k8sgpt-ai/k8sgpt/commit/c8c9dbfadc72a193ab9f3431d02d50ac5ab5d071))
### Bug Fixes
* **deps:** update k8s.io/utils digest to e7106e6 ([#897](https://github.com/k8sgpt-ai/k8sgpt/issues/897)) ([28c4c57](https://github.com/k8sgpt-ai/k8sgpt/commit/28c4c57e4566b9b888a5633090ccb70875d30106))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20240128172516-6bf6a55ff115.2 ([#899](https://github.com/k8sgpt-ai/k8sgpt/issues/899)) ([e3eee6d](https://github.com/k8sgpt-ai/k8sgpt/commit/e3eee6d9566a59fd62e6bb804257b1383f75e3ef))
* **deps:** update module cloud.google.com/go/storage to v1.37.0 ([#934](https://github.com/k8sgpt-ai/k8sgpt/issues/934)) ([3d2554b](https://github.com/k8sgpt-ai/k8sgpt/commit/3d2554b9cd8817b24cf8858a107420d6d8424aa4))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.21 ([#868](https://github.com/k8sgpt-ai/k8sgpt/issues/868)) ([88002e7](https://github.com/k8sgpt-ai/k8sgpt/commit/88002e7e8c3e9c71365c44e136a6f1a8d35e1744))
* **deps:** update module github.com/aws/aws-sdk-go to v1.50.2 ([#887](https://github.com/k8sgpt-ai/k8sgpt/issues/887)) ([817d9cf](https://github.com/k8sgpt-ai/k8sgpt/commit/817d9cf754d307d374befc0d57919eb7a0183aaf))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.5.1 ([#939](https://github.com/k8sgpt-ai/k8sgpt/issues/939)) ([ce7c955](https://github.com/k8sgpt-ai/k8sgpt/commit/ce7c9551bcb1a8b24922a1eb062605bbfeec7929))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.3.0 ([#952](https://github.com/k8sgpt-ai/k8sgpt/issues/952)) ([fea2ed1](https://github.com/k8sgpt-ai/k8sgpt/commit/fea2ed1fff5fb5a46d6abc2feb72e1e1adf3b69b))
* **deps:** update module github.com/google/generative-ai-go to v0.7.0 ([#940](https://github.com/k8sgpt-ai/k8sgpt/issues/940)) ([3c8d9d4](https://github.com/k8sgpt-ai/k8sgpt/commit/3c8d9d42e573f27185a1572d1bc06f8af87f3a0b))
* **deps:** update module github.com/prometheus/prometheus to v2 ([#863](https://github.com/k8sgpt-ai/k8sgpt/issues/863)) ([a253af2](https://github.com/k8sgpt-ai/k8sgpt/commit/a253af23b601b23179be5019fbb832a41423cdae))
* **deps:** update module github.com/pterm/pterm to v0.12.75 ([#881](https://github.com/k8sgpt-ai/k8sgpt/issues/881)) ([e7d690a](https://github.com/k8sgpt-ai/k8sgpt/commit/e7d690afd12cb71d7b344ba92bf059ae18a993c8))
* **deps:** update module github.com/pterm/pterm to v0.12.78 ([#890](https://github.com/k8sgpt-ai/k8sgpt/issues/890)) ([f9c1b90](https://github.com/k8sgpt-ai/k8sgpt/commit/f9c1b903385978be56f9c4bc87089bd1c761bbea))
* **deps:** update module github.com/pterm/pterm to v0.12.79 ([#943](https://github.com/k8sgpt-ai/k8sgpt/issues/943)) ([bfbb5c7](https://github.com/k8sgpt-ai/k8sgpt/commit/bfbb5c7e03cad144f6037c7233ffc0817fd403e4))
* **deps:** update module github.com/sashabaranov/go-openai to v1.18.1 ([#871](https://github.com/k8sgpt-ai/k8sgpt/issues/871)) ([6c62c1a](https://github.com/k8sgpt-ai/k8sgpt/commit/6c62c1a0fcd38cf9de8a99cda6f37b221740b9c8))
* **deps:** update module github.com/sashabaranov/go-openai to v1.18.2 ([#874](https://github.com/k8sgpt-ai/k8sgpt/issues/874)) ([4de1bbd](https://github.com/k8sgpt-ai/k8sgpt/commit/4de1bbd6f72ca83d46ce5955bac50dffc99af03d))
* **deps:** update module github.com/sashabaranov/go-openai to v1.19.2 ([#886](https://github.com/k8sgpt-ai/k8sgpt/issues/886)) ([c601972](https://github.com/k8sgpt-ai/k8sgpt/commit/c6019728aea837884620e0b4894568802a948a6e))
* **deps:** update module github.com/sashabaranov/go-openai to v1.19.3 ([#937](https://github.com/k8sgpt-ai/k8sgpt/issues/937)) ([f2eb1ef](https://github.com/k8sgpt-ai/k8sgpt/commit/f2eb1ef5334877fd3a26dda8c92023f831ea857e))
* **deps:** update module golang.org/x/term to v0.17.0 ([#941](https://github.com/k8sgpt-ai/k8sgpt/issues/941)) ([4e57088](https://github.com/k8sgpt-ai/k8sgpt/commit/4e57088a0137767a42c778a59ff07fff04c04289))
* **deps:** update module google.golang.org/api to v0.157.0 ([#860](https://github.com/k8sgpt-ai/k8sgpt/issues/860)) ([72e08ef](https://github.com/k8sgpt-ai/k8sgpt/commit/72e08efff1fc501dfcba791c9d940e575f3e2395))
* **deps:** update module google.golang.org/api to v0.164.0 ([#953](https://github.com/k8sgpt-ai/k8sgpt/issues/953)) ([29b482f](https://github.com/k8sgpt-ai/k8sgpt/commit/29b482f5978795fa8db729030bd75803e2e61f95))
* **deps:** update module google.golang.org/grpc to v1.61.1 ([#954](https://github.com/k8sgpt-ai/k8sgpt/issues/954)) ([9c1f1b8](https://github.com/k8sgpt-ai/k8sgpt/commit/9c1f1b8804a26f549379efe637d0bedb8e2cb890))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#866](https://github.com/k8sgpt-ai/k8sgpt/issues/866)) ([81d6604](https://github.com/k8sgpt-ai/k8sgpt/commit/81d660447d236cd03b75866871bb69f2c77c5c66))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#875](https://github.com/k8sgpt-ai/k8sgpt/issues/875)) ([1f371e2](https://github.com/k8sgpt-ai/k8sgpt/commit/1f371e2807c47dbb4613bf873ec67a77e8e6c80c))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#956](https://github.com/k8sgpt-ai/k8sgpt/issues/956)) ([d9fe744](https://github.com/k8sgpt-ai/k8sgpt/commit/d9fe7446af428209610adc83ec17cf50491a5a47))
* lint errors ([#923](https://github.com/k8sgpt-ai/k8sgpt/issues/923)) ([3415031](https://github.com/k8sgpt-ai/k8sgpt/commit/3415031006bb5899019e68d33ac6083d03ef864b))
* typo in httproute files name ([#877](https://github.com/k8sgpt-ai/k8sgpt/issues/877)) ([cdbeb14](https://github.com/k8sgpt-ai/k8sgpt/commit/cdbeb146a28ebc21ac2c4d27e977b1771f9290b4))
* unused variable failure warning in webhooks file ([#916](https://github.com/k8sgpt-ai/k8sgpt/issues/916)) ([3f0964a](https://github.com/k8sgpt-ai/k8sgpt/commit/3f0964ad385390f53516904219fbfc47b989d31f))
### Other
* **deps:** update actions/upload-artifact digest to 26f96df ([#888](https://github.com/k8sgpt-ai/k8sgpt/issues/888)) ([483a9da](https://github.com/k8sgpt-ai/k8sgpt/commit/483a9dad103ad1af82491dc1d5e0a39bb4865a1b))
* **deps:** update actions/upload-artifact digest to 5d5d22a ([#925](https://github.com/k8sgpt-ai/k8sgpt/issues/925)) ([070aa7f](https://github.com/k8sgpt-ai/k8sgpt/commit/070aa7fdd0982c0c7f02a1da9e6797d5efaa5586))
* **deps:** update actions/upload-artifact digest to 694cdab ([#880](https://github.com/k8sgpt-ai/k8sgpt/issues/880)) ([3cf18e7](https://github.com/k8sgpt-ai/k8sgpt/commit/3cf18e783edb341b7bdd6aa20dbcce11971fa241))
* **deps:** update anchore/sbom-action action to v0.15.4 ([#879](https://github.com/k8sgpt-ai/k8sgpt/issues/879)) ([d213399](https://github.com/k8sgpt-ai/k8sgpt/commit/d2133991617697b13b8846f2acb3a3bb6cebb160))
* **deps:** update anchore/sbom-action action to v0.15.5 ([#885](https://github.com/k8sgpt-ai/k8sgpt/issues/885)) ([60853fe](https://github.com/k8sgpt-ai/k8sgpt/commit/60853fe4eb8de7a1fdbaea388c3d2d6205e273a6))
* **deps:** update anchore/sbom-action action to v0.15.8 ([#926](https://github.com/k8sgpt-ai/k8sgpt/issues/926)) ([f61c3e2](https://github.com/k8sgpt-ai/k8sgpt/commit/f61c3e228c69fa160735ddb2c1347720112b738f))
* **deps:** update golang docker tag to v1.22 ([#931](https://github.com/k8sgpt-ai/k8sgpt/issues/931)) ([37228d8](https://github.com/k8sgpt-ai/k8sgpt/commit/37228d88e357c66c5574559ae27a52fdf28418b8))
* **deps:** update reviewdog/action-golangci-lint digest to 8e1117c ([#915](https://github.com/k8sgpt-ai/k8sgpt/issues/915)) ([599be33](https://github.com/k8sgpt-ai/k8sgpt/commit/599be33f38ad1fd688b8e7824102a7944d516435))
* **deps:** update reviewdog/action-golangci-lint digest to f016e79 ([#714](https://github.com/k8sgpt-ai/k8sgpt/issues/714)) ([335616c](https://github.com/k8sgpt-ai/k8sgpt/commit/335616c20f7f8d9fefab4976d986a8d3b4867111))
* grpc update ([#938](https://github.com/k8sgpt-ai/k8sgpt/issues/938)) ([bbf61f5](https://github.com/k8sgpt-ai/k8sgpt/commit/bbf61f53d4fb9244b5a79ae953370296ca9fd44b))
* improve codebase and doc quality ([#922](https://github.com/k8sgpt-ai/k8sgpt/issues/922)) ([d97dea2](https://github.com/k8sgpt-ai/k8sgpt/commit/d97dea289681cd061ca0796208c50720bdb08914))
* linting improvements and catching false positives ([#882](https://github.com/k8sgpt-ai/k8sgpt/issues/882)) ([2effbb3](https://github.com/k8sgpt-ai/k8sgpt/commit/2effbb345ad1c2771ec798e06ccde68d3253b4bc))
* set correct license during package build ([#872](https://github.com/k8sgpt-ai/k8sgpt/issues/872)) ([42be51b](https://github.com/k8sgpt-ai/k8sgpt/commit/42be51bc8f625a35b1435c461d9a32c3c4905f1c))
* updated deps ([#951](https://github.com/k8sgpt-ai/k8sgpt/issues/951)) ([015bccf](https://github.com/k8sgpt-ai/k8sgpt/commit/015bccfc2eae587e0ade371211404f5af4c37d27))
## [0.3.26](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.25...v0.3.26) (2024-01-14)

View File

@@ -2,7 +2,7 @@
We're happy that you want to contribute to this project. Please read the sections to make the process as smooth as possible.
## Requirements
- Golang `1.23`
- Golang `1.20`
- An OpenAI API key
* OpenAI API keys can be obtained from [OpenAI](https://platform.openai.com/account/api-keys)
* You can set the API key for k8sgpt using `./k8sgpt auth key`

482
MCP.md
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@@ -1,482 +0,0 @@
# K8sGPT Model Context Protocol (MCP) Server
K8sGPT provides a Model Context Protocol (MCP) server that exposes Kubernetes cluster operations as standardized tools, resources, and prompts for AI assistants like Claude, ChatGPT, and other MCP-compatible clients.
## Table of Contents
- [What is MCP?](#what-is-mcp)
- [Quick Start](#quick-start)
- [Server Modes](#server-modes)
- [Available Tools](#available-tools)
- [Available Resources](#available-resources)
- [Available Prompts](#available-prompts)
- [Usage Examples](#usage-examples)
- [Integration with AI Assistants](#integration-with-ai-assistants)
- [HTTP API Reference](#http-api-reference)
## What is MCP?
The Model Context Protocol (MCP) is an open standard that enables AI assistants to securely connect to external data sources and tools. K8sGPT's MCP server exposes Kubernetes operations through this standardized interface, allowing AI assistants to:
- Analyze cluster health and issues
- Query Kubernetes resources
- Access pod logs and events
- Get troubleshooting guidance
- Manage analyzer filters
## Quick Start
### Start the MCP Server
**Stdio mode (for local AI assistants):**
```bash
k8sgpt serve --mcp
```
**HTTP mode (for network access):**
```bash
k8sgpt serve --mcp --mcp-http --mcp-port 8089
```
### Test with curl
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}'
```
## Server Modes
### Stdio Mode (Default)
Used by local AI assistants like Claude Desktop:
```bash
k8sgpt serve --mcp
```
Configure in your MCP client (e.g., Claude Desktop's `claude_desktop_config.json`):
```json
{
"mcpServers": {
"k8sgpt": {
"command": "k8sgpt",
"args": ["serve", "--mcp"]
}
}
}
```
### HTTP Mode
Used for network access and webhooks:
```bash
k8sgpt serve --mcp --mcp-http --mcp-port 8089
```
The server runs in stateless mode, so no session management is required. Each request is independent.
## Available Tools
The MCP server exposes 12 tools for Kubernetes operations:
### Cluster Analysis
**analyze**
- Analyze Kubernetes resources for issues and problems
- Parameters:
- `namespace` (optional): Namespace to analyze
- `explain` (optional): Get AI explanations for issues
- `filters` (optional): Comma-separated list of analyzers to use
**cluster-info**
- Get Kubernetes cluster information and version
### Resource Management
**list-resources**
- List Kubernetes resources of a specific type
- Parameters:
- `resourceType` (required): Type of resource (pods, deployments, services, nodes, jobs, cronjobs, statefulsets, daemonsets, replicasets, configmaps, secrets, ingresses, pvcs, pvs)
- `namespace` (optional): Namespace to query
- `labelSelector` (optional): Label selector for filtering
**get-resource**
- Get detailed information about a specific Kubernetes resource
- Parameters:
- `resourceType` (required): Type of resource
- `name` (required): Resource name
- `namespace` (optional): Namespace
**list-namespaces**
- List all namespaces in the cluster
### Debugging and Troubleshooting
**get-logs**
- Get logs from a pod container
- Parameters:
- `podName` (required): Name of the pod
- `namespace` (optional): Namespace
- `container` (optional): Container name
- `tail` (optional): Number of lines to show
- `previous` (optional): Show logs from previous container instance
- `sinceSeconds` (optional): Show logs from last N seconds
**list-events**
- List Kubernetes events for debugging
- Parameters:
- `namespace` (optional): Namespace to query
- `involvedObjectName` (optional): Filter by object name
- `involvedObjectKind` (optional): Filter by object kind
### Analyzer Management
**list-filters**
- List all available and active analyzers/filters
**add-filters**
- Add filters to enable specific analyzers
- Parameters:
- `filters` (required): Comma-separated list of analyzer names
**remove-filters**
- Remove filters to disable specific analyzers
- Parameters:
- `filters` (required): Comma-separated list of analyzer names
### Integrations
**list-integrations**
- List available integrations (Prometheus, AWS, Keda, Kyverno, etc.)
### Configuration
**config**
- Configure K8sGPT settings including custom analyzers and cache
## Available Resources
Resources provide read-only access to cluster information:
**cluster-info**
- URI: `cluster-info`
- Get information about the Kubernetes cluster
**namespaces**
- URI: `namespaces`
- List all namespaces in the cluster
**active-filters**
- URI: `active-filters`
- Get currently active analyzers/filters
## Available Prompts
Prompts provide guided troubleshooting workflows:
**troubleshoot-pod**
- Interactive pod debugging workflow
- Arguments:
- `podName` (required): Name of the pod to troubleshoot
- `namespace` (required): Namespace of the pod
**troubleshoot-deployment**
- Interactive deployment debugging workflow
- Arguments:
- `deploymentName` (required): Name of the deployment
- `namespace` (required): Namespace of the deployment
**troubleshoot-cluster**
- General cluster troubleshooting workflow
## Usage Examples
### Example 1: Analyze a Namespace
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "analyze",
"arguments": {
"namespace": "production",
"explain": "true"
}
}
}'
```
### Example 2: List Pods
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "list-resources",
"arguments": {
"resourceType": "pods",
"namespace": "default"
}
}
}'
```
### Example 3: Get Pod Logs
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 3,
"method": "tools/call",
"params": {
"name": "get-logs",
"arguments": {
"podName": "nginx-abc123",
"namespace": "default",
"tail": "100"
}
}
}'
```
### Example 4: Access a Resource
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 4,
"method": "resources/read",
"params": {
"uri": "namespaces"
}
}'
```
### Example 5: Get a Troubleshooting Prompt
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{
"jsonrpc": "2.0",
"id": 5,
"method": "prompts/get",
"params": {
"name": "troubleshoot-pod",
"arguments": {
"podName": "nginx-abc123",
"namespace": "default"
}
}
}'
```
## Integration with AI Assistants
### Claude Desktop
Add to `claude_desktop_config.json`:
```json
{
"mcpServers": {
"k8sgpt": {
"command": "k8sgpt",
"args": ["serve", "--mcp"]
}
}
}
```
Restart Claude Desktop and you'll see k8sgpt tools available in the tool selector.
### Custom MCP Clients
Any MCP-compatible client can connect to the k8sgpt server. For HTTP-based clients:
1. Start the server: `k8sgpt serve --mcp --mcp-http --mcp-port 8089`
2. Connect to: `http://localhost:8089/mcp`
3. Use standard MCP protocol methods: `tools/list`, `tools/call`, `resources/read`, `prompts/get`
## HTTP API Reference
### Endpoint
```
POST http://localhost:8089/mcp
Content-Type: application/json
```
### Request Format
All requests follow the JSON-RPC 2.0 format:
```json
{
"jsonrpc": "2.0",
"id": 1,
"method": "method_name",
"params": {
...
}
}
```
### Discovery Methods
**List Tools**
```json
{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}
```
**List Resources**
```json
{"jsonrpc": "2.0", "id": 2, "method": "resources/list"}
```
**List Prompts**
```json
{"jsonrpc": "2.0", "id": 3, "method": "prompts/list"}
```
### Tool Invocation
```json
{
"jsonrpc": "2.0",
"id": 4,
"method": "tools/call",
"params": {
"name": "tool_name",
"arguments": {
"arg1": "value1",
"arg2": "value2"
}
}
}
```
### Resource Access
```json
{
"jsonrpc": "2.0",
"id": 5,
"method": "resources/read",
"params": {
"uri": "resource_uri"
}
}
```
### Prompt Access
```json
{
"jsonrpc": "2.0",
"id": 6,
"method": "prompts/get",
"params": {
"name": "prompt_name",
"arguments": {
"arg1": "value1"
}
}
}
```
### Response Format
Successful responses:
```json
{
"jsonrpc": "2.0",
"id": 1,
"result": {
...
}
}
```
Error responses:
```json
{
"jsonrpc": "2.0",
"id": 1,
"error": {
"code": -32600,
"message": "Error description"
}
}
```
## Advanced Configuration
### Custom Port
```bash
k8sgpt serve --mcp --mcp-http --mcp-port 9000
```
### With Specific Backend
```bash
k8sgpt serve --mcp --backend openai
```
### With Kubeconfig
```bash
k8sgpt serve --mcp --kubeconfig ~/.kube/config
```
## Troubleshooting
### Connection Issues
Verify the server is running:
```bash
curl http://localhost:8089/mcp
```
### Permission Issues
Ensure your kubeconfig has appropriate cluster access:
```bash
kubectl cluster-info
```
### Tool Errors
List available tools to verify names:
```bash
curl -X POST http://localhost:8089/mcp \
-H "Content-Type: application/json" \
-d '{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}'
```
## Learn More
- [MCP Specification](https://modelcontextprotocol.io/)
- [K8sGPT Documentation](https://docs.k8sgpt.ai/)
- [MCP Go Library](https://github.com/mark3labs/mcp-go)

View File

@@ -85,12 +85,6 @@ docker-build:
@echo "===========> Building docker image"
docker buildx build --build-arg=VERSION="$$(git describe --tags --abbrev=0)" --build-arg=COMMIT="$$(git rev-parse --short HEAD)" --build-arg DATE="$$(date +%FT%TZ)" --platform="linux/amd64,linux/arm64" -t ${IMG} -f container/Dockerfile . --push
## docker-build-local: Build docker image for local testing
.PHONY: docker-build-local
docker-build-local:
@echo "===========> Building docker image for local testing"
docker build --build-arg=VERSION="$$(git describe --tags --abbrev=0)" --build-arg=COMMIT="$$(git rev-parse --short HEAD)" --build-arg DATE="$$(date +%FT%TZ)" -t k8sgpt:local -f container/Dockerfile .
## fmt: Run go fmt against code.
.PHONY: fmt
fmt:
@@ -104,7 +98,7 @@ vet:
## lint: Run go lint against code.
.PHONY: lint
lint:
@golangci-lint run -v --timeout=5m ./...
@golangci-lint run -v ./...
## style: Code style -> fmt,vet,lint
.PHONY: style

447
README.md
View File

@@ -10,47 +10,24 @@
[![OpenSSF Best Practices](https://bestpractices.coreinfrastructure.org/projects/7272/badge)](https://bestpractices.coreinfrastructure.org/projects/7272)
[![Link to documentation](https://img.shields.io/static/v1?label=%F0%9F%93%96&message=Documentation&color=blue)](https://docs.k8sgpt.ai/)
[![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt.svg?type=shield)](https://app.fossa.com/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt?ref=badge_shield)
[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
[![Go version](https://img.shields.io/github/go-mod/go-version/k8sgpt-ai/k8sgpt.svg)](https://github.com/k8sgpt-ai/k8sgpt)
[![codecov](https://codecov.io/github/k8sgpt-ai/k8sgpt/graph/badge.svg?token=ZLR7NG8URE)](https://codecov.io/github/k8sgpt-ai/k8sgpt)
![GitHub last commit (branch)](https://img.shields.io/github/last-commit/k8sgpt-ai/k8sgpt/main)
`k8sgpt` is a tool for scanning your Kubernetes clusters, diagnosing, and triaging issues in simple English.
It has SRE experience codified into its analyzers and helps to pull out the most relevant information to enrich it with AI.
_Out of the box integration with OpenAI, Azure, Cohere, Amazon Bedrock, Google Gemini and local models._
_Out of the box integration with OpenAI, Azure, Cohere, Amazon Bedrock and local models._
<a href="https://www.producthunt.com/posts/k8sgpt?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-k8sgpt" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=389489&theme=light" alt="K8sGPT - K8sGPT&#0032;gives&#0032;Kubernetes&#0032;Superpowers&#0032;to&#0032;everyone | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a> <a href="https://hellogithub.com/repository/9dfe44c18dfb4d6fa0181baf8b2cf2e1" target="_blank"><img src="https://abroad.hellogithub.com/v1/widgets/recommend.svg?rid=9dfe44c18dfb4d6fa0181baf8b2cf2e1&claim_uid=gqG4wmzkMrP0eFy" alt="FeaturedHelloGitHub" style="width: 250px; height: 54px;" width="250" height="54" /></a>
<a href="https://www.producthunt.com/posts/k8sgpt?utm_source=badge-featured&utm_medium=badge&utm_souce=badge-k8sgpt" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/featured.svg?post_id=389489&theme=light" alt="K8sGPT - K8sGPT&#0032;gives&#0032;Kubernetes&#0032;Superpowers&#0032;to&#0032;everyone | Product Hunt" style="width: 250px; height: 54px;" width="250" height="54" /></a>
<img src="images/demo4.gif" width="650px">
# Table of Contents
- [Overview](#k8sgpt)
- [Installation](#cli-installation)
- [Quick Start](#quick-start)
- [Analyzers](#analyzers)
- [Examples](#examples)
- [LLM AI Backends](#llm-ai-backends)
- [Key Features](#key-features)
- [Model Context Protocol (MCP)](#model-context-protocol-mcp)
- [Documentation](#documentation)
- [Contributing](#contributing)
- [Community](#community)
- [License](#license)
<img src="images/demo4.gif" width=650px; />
# CLI Installation
### Linux/Mac via brew
```sh
brew install k8sgpt
```
or
```sh
brew tap k8sgpt-ai/k8sgpt
brew install k8sgpt
```
@@ -58,20 +35,20 @@ brew install k8sgpt
<details>
<summary>RPM-based installation (RedHat/CentOS/Fedora)</summary>
**32 bit:**
**32 bit:**
<!---x-release-please-start-version-->
```
sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_386.rpm
sudo rpm -ivh k8sgpt_386.rpm
```
<!---x-release-please-end-->
**64 bit:**
**64 bit:**
<!---x-release-please-start-version-->
```
sudo rpm -ivh https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_amd64.rpm
sudo rpm -ivh -i k8sgpt_amd64.rpm
```
<!---x-release-please-end-->
</details>
@@ -79,26 +56,20 @@ brew install k8sgpt
<details>
<summary>DEB-based installation (Ubuntu/Debian)</summary>
**32 bit:**
**32 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.deb
sudo dpkg -i k8sgpt_386.deb
```
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_386.deb
sudo dpkg -i k8sgpt_386.deb
```
<!---x-release-please-end-->
**64 bit:**
**64 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.deb
sudo dpkg -i k8sgpt_amd64.deb
```
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_amd64.deb
sudo dpkg -i k8sgpt_amd64.deb
```
<!---x-release-please-end-->
</details>
@@ -106,48 +77,44 @@ sudo dpkg -i k8sgpt_amd64.deb
<summary>APK-based installation (Alpine)</summary>
**32 bit:**
**32 bit:**
<!---x-release-please-start-version-->
```
wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_386.apk
apk add --allow-untrusted k8sgpt_386.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_386.apk
apk add k8sgpt_386.apk
```
<!---x-release-please-end-->
**64 bit:**
**64 bit:**
<!---x-release-please-start-version-->
```
wget https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.4.27/k8sgpt_amd64.apk
apk add --allow-untrusted k8sgpt_amd64.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.26/k8sgpt_amd64.apk
apk add k8sgpt_amd64.apk
```
<!---x-release-please-end-->
<!---x-release-please-end-->x
</details>
<details>
<summary>Failing Installation on WSL or Linux (missing gcc)</summary>
When installing Homebrew on WSL or Linux, you may encounter the following error:
```
==> Installing k8sgpt from k8sgpt-ai/k8sgpt Error: The following formula cannot be installed from a bottle and must be
built from the source. k8sgpt Install Clang or run brew install gcc.
```
```
==> Installing k8sgpt from k8sgpt-ai/k8sgpt Error: The following formula cannot be installed from a bottle and must be
built from the source. k8sgpt Install Clang or run brew install gcc.
```
If you install gcc as suggested, the problem will persist. Therefore, you need to install the build-essential package.
```
sudo apt-get update
sudo apt-get install build-essential
```
```
sudo apt-get update
sudo apt-get install build-essential
```
</details>
### Windows
- Download the latest Windows binaries of **k8sgpt** from the [Release](https://github.com/k8sgpt-ai/k8sgpt/releases)
* Download the latest Windows binaries of **k8sgpt** from the [Release](https://github.com/k8sgpt-ai/k8sgpt/releases)
tab based on your system architecture.
- Extract the downloaded package to your desired location. Configure the system _PATH_ environment variable with the binary location
* Extract the downloaded package to your desired location. Configure the system *path* variable with the binary location
## Operator Installation
@@ -155,86 +122,17 @@ To install within a Kubernetes cluster please use our `k8sgpt-operator` with ins
_This mode of operation is ideal for continuous monitoring of your cluster and can integrate with your existing monitoring such as Prometheus and Alertmanager._
## Quick Start
- Currently, the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
- You can do this by running `k8sgpt generate` to open a browser link to generate it
- Run `k8sgpt auth add` to set it in k8sgpt.
- You can provide the password directly using the `--password` flag.
- Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
- Run `k8sgpt analyze` to run a scan.
- And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.
- You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documentation from Kubernetes.
# Using with Claude Desktop
K8sGPT can be integrated with Claude Desktop to provide AI-powered Kubernetes cluster analysis. This integration requires K8sGPT v0.4.14 or later.
## Prerequisites
1. Install K8sGPT v0.4.14 or later:
```sh
brew install k8sgpt
```
2. Install Claude Desktop from the official website
3. Configure K8sGPT with your preferred AI backend:
```sh
k8sgpt auth
```
## Setup
1. Start the K8sGPT MCP server:
```sh
k8sgpt serve --mcp
```
2. In Claude Desktop:
- Open Settings
- Navigate to the Integrations section
- Add K8sGPT as a new integration
- The MCP server will be automatically detected
3. Configure Claude Desktop with the following JSON:
```json
{
"mcpServers": {
"k8sgpt": {
"command": "k8sgpt",
"args": [
"serve",
"--mcp"
]
}
}
}
```
## Usage
Once connected, you can use Claude Desktop to:
- Analyze your Kubernetes cluster
- Get detailed insights about cluster health
- Receive recommendations for fixing issues
- Query cluster information
Example commands in Claude Desktop:
- "Analyze my Kubernetes cluster"
- "What's the health status of my cluster?"
- "Show me any issues in the default namespace"
## Troubleshooting
If you encounter connection issues:
1. Ensure K8sGPT is running with the MCP server enabled
2. Verify your Kubernetes cluster is accessible
3. Check that your AI backend is properly configured
4. Restart both K8sGPT and Claude Desktop
For more information, visit our [documentation](https://docs.k8sgpt.ai).
* Currently, the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
* You can do this by running `k8sgpt generate` to open a browser link to generate it
* Run `k8sgpt auth add` to set it in k8sgpt.
* You can provide the password directly using the `--password` flag.
* Run `k8sgpt filters` to manage the active filters used by the analyzer. By default, all filters are executed during analysis.
* Run `k8sgpt analyze` to run a scan.
* And use `k8sgpt analyze --explain` to get a more detailed explanation of the issues.
* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documentation from Kubernetes.
## Analyzers
@@ -253,12 +151,10 @@ you will be able to write your own analyzers.
- [x] ingressAnalyzer
- [x] statefulSetAnalyzer
- [x] deploymentAnalyzer
- [x] jobAnalyzer
- [x] cronJobAnalyzer
- [x] nodeAnalyzer
- [x] mutatingWebhookAnalyzer
- [x] validatingWebhookAnalyzer
- [x] configMapAnalyzer
#### Optional
@@ -268,17 +164,6 @@ you will be able to write your own analyzers.
- [x] gatewayClass
- [x] gateway
- [x] httproute
- [x] logAnalyzer
- [x] storageAnalyzer
- [x] securityAnalyzer
- [x] CatalogSource
- [x] ClusterCatalog
- [x] ClusterExtension
- [x] ClusterService
- [x] ClusterServiceVersion
- [x] OperatorGroup
- [x] InstallPlan
- [x] Subscription
## Examples
@@ -298,7 +183,6 @@ k8sgpt analyze --explain --filter=Service
```
_Filter by namespace_
```
k8sgpt analyze --explain --filter=Pod --namespace=default
```
@@ -400,64 +284,11 @@ _Serve mode_
k8sgpt serve
```
_Serve mode with MCP (Model Context Protocol)_
```
# Enable MCP server on default port 8089
k8sgpt serve --mcp --mcp-http
# Enable MCP server on custom port
k8sgpt serve --mcp --mcp-http --mcp-port 8089
# Full serve mode with MCP
k8sgpt serve --mcp --mcp-http --port 8080 --metrics-port 8081 --mcp-port 8089
```
The MCP server enables integration with tools like Claude Desktop and other MCP-compatible clients. It runs on port 8089 by default and provides:
- Kubernetes cluster analysis via MCP protocol
- Resource information and health status
- AI-powered issue explanations and recommendations
For Helm chart deployment with MCP support, see the `charts/k8sgpt/values-mcp-example.yaml` file.
_Analysis with serve mode_
```
grpcurl -plaintext -d '{"namespace": "k8sgpt", "explain" : "true"}' localhost:8080 schema.v1.ServerAnalyzerService/Analyze
{
"status": "OK"
}
grpcurl -plaintext -d '{"namespace": "k8sgpt", "explain": false}' localhost:8080 schema.v1.ServerService/Analyze
```
_Analysis with custom headers_
```
k8sgpt analyze --explain --custom-headers CustomHeaderKey:CustomHeaderValue
```
_Print analysis stats_
```
k8sgpt analyze -s
The stats mode allows for debugging and understanding the time taken by an analysis by displaying the statistics of each analyzer.
- Analyzer Ingress took 47.125583ms
- Analyzer PersistentVolumeClaim took 53.009167ms
- Analyzer CronJob took 57.517792ms
- Analyzer Deployment took 156.6205ms
- Analyzer Node took 160.109833ms
- Analyzer ReplicaSet took 245.938333ms
- Analyzer StatefulSet took 448.0455ms
- Analyzer Pod took 5.662594708s
- Analyzer Service took 38.583359166s
```
_Diagnostic information_
To collect diagnostic information use the following command to create a `dump_<timestamp>_json` in your local directory.
```
k8sgpt dump
```
</details>
## LLM AI Backends
@@ -467,24 +298,18 @@ K8sGPT uses the chosen LLM, generative AI provider when you want to explain the
You can list available providers using `k8sgpt auth list`:
```
Default:
Default:
> openai
Active:
Unused:
Active:
Unused:
> openai
> localai
> ollama
> azureopenai
> cohere
> amazonbedrock
> amazonsagemaker
> google
> huggingface
> noopai
> googlevertexai
> watsonxai
> customrest
> ibmwatsonxai
```
For detailed documentation on how to configure and use each provider see [here](https://docs.k8sgpt.ai/reference/providers/backend/).
@@ -496,22 +321,6 @@ k8sgpt auth default -p azureopenai
Default provider set to azureopenai
```
_Using Amazon Bedrock with inference profiles_
_System Inference Profile_
```
k8sgpt auth add --backend amazonbedrock --providerRegion us-east-1 --model arn:aws:bedrock:us-east-1:123456789012:inference-profile/my-inference-profile
```
_Application Inference Profile_
```
k8sgpt auth add --backend amazonbedrock --providerRegion us-east-1 --model arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/2uzp4s0w39t6
```
## Key Features
<details>
@@ -521,34 +330,32 @@ With this option, the data is anonymized before being sent to the AI Backend. Du
<summary> Anonymization </summary>
1. Error reported during analysis:
```bash
Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
```
2. Payload sent to the AI backend:
```bash
Error: HorizontalPodAutoscaler uses StatefulSet/tGLcCRcHa1Ce5Rs as ScaleTargetRef which does not exist.
```
3. Payload returned by the AI:
```bash
The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
```
4. Payload returned to the user:
```bash
The Kubernetes system is trying to scale a StatefulSet named fake-deployment using the HorizontalPodAutoscaler, but it cannot find the StatefulSet. The solution is to verify that the StatefulSet name is spelled correctly and exists in the same namespace as the HorizontalPodAutoscaler.
```
### Further Details
Note: **Anonymization does not currently apply to events.**
_In a few analysers like Pod, we feed to the AI backend the event messages which are not known beforehand thus we are not masking them for the **time being**._
### Further Details
**Anonymization does not currently apply to events.**
*In a few analysers like Pod, we feed to the AI backend the event messages which are not known beforehand thus we are not masking them for the **time being**.*
- The following is the list of analysers in which data is **being masked**:-
@@ -564,16 +371,14 @@ _In a few analysers like Pod, we feed to the AI backend the event messages which
- The following is the list of analysers in which data is **not being masked**:-
- ReplicaSet
- RepicaSet
- PersistentVolumeClaim
- Pod
- Log
- **_\*Events_**
- **_*Events_**
**\*Note**:
- k8gpt will not mask the above analysers because they do not send any identifying information except **Events** analyser.
- Masking for **Events** analyzer is scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560). _Further research has to be made to understand the patterns and be able to mask the sensitive parts of an event like pod name, namespace etc._
***Note**:
- k8gpt will not mask the above analysers because they do not send any identifying information except **Events** analyser.
- Masking for **Events** analyzer is scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560). _Further research has to be made to understand the patterns and be able to mask the sensitive parts of an event like pod name, namespace etc._
- The following is the list of fields which are not **being masked**:-
@@ -581,18 +386,18 @@ _In a few analysers like Pod, we feed to the AI backend the event messages which
- ObjectStatus
- Replicas
- ContainerStatus
- **_\*Event Message_**
- **_*Event Message_**
- ReplicaStatus
- Count (Pod)
**\*Note**:
- It is quite possible the payload of the event message might have something like "super-secret-project-pod-X crashed" which we don't currently redact _(scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560))_.
***Note**:
- It is quite possible the payload of the event message might have something like "super-secret-project-pod-X crashed" which we don't currently redact _(scheduled in the near future as seen in this [issue](https://github.com/k8sgpt-ai/k8sgpt/issues/560))_.
### Proceed with care
- The K8gpt team recommends using an entirely different backend **(a local model) in critical production environments**. By using a local model, you can rest assured that everything stays within your DMZ, and nothing is leaked.
- If there is any uncertainty about the possibility of sending data to a public LLM (open AI, Azure AI) and it poses a risk to business-critical operations, then, in such cases, the use of public LLM should be avoided based on personal assessment and the jurisdiction of risks involved.
- The K8gpt team recommends using an entirely different backend **(a local model) in critical production environments**. By using a local model, you can rest assured that everything stays within your DMZ, and nothing is leaked.
- If there is any uncertainty about the possibility of sending data to a public LLM (open AI, Azure AI) and it poses a risk to business-critical operations, then, in such cases, the use of public LLM should be avoided based on personal assessment and the jurisdiction of risks involved.
</details>
@@ -602,144 +407,70 @@ _In a few analysers like Pod, we feed to the AI backend the event messages which
`k8sgpt` stores config data in the `$XDG_CONFIG_HOME/k8sgpt/k8sgpt.yaml` file. The data is stored in plain text, including your OpenAI key.
Config file locations:
| OS | Path |
| OS | Path |
| ------- | ------------------------------------------------ |
| MacOS | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
| Linux | ~/.config/k8sgpt/k8sgpt.yaml |
| Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml |
| MacOS | ~/Library/Application Support/k8sgpt/k8sgpt.yaml |
| Linux | ~/.config/k8sgpt/k8sgpt.yaml |
| Windows | %LOCALAPPDATA%/k8sgpt/k8sgpt.yaml |
</details>
<details>
There may be scenarios where caching remotely is preferred.
In these scenarios K8sGPT supports AWS S3 or Azure Blob storage Integration.
<summary> Remote caching </summary>
<em>Note: You can configure and use only one remote cache at a time</em>
<summary> Remote caching </summary>
<em>Note: You can only configure and use only one remote cache at a time</em>
_Adding a remote cache_
- AWS S3
- _As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._
- Configuration, `k8sgpt cache add s3 --region <aws region> --bucket <name>`
- Minio Configuration with HTTP endpoint ` k8sgpt cache add s3 --bucket <name> --endpoint <http://localhost:9000>`
- Minio Configuration with HTTPs endpoint, skipping TLS verification ` k8sgpt cache add s3 --bucket <name> --endpoint <https://localhost:9000> --insecure`
- K8sGPT will create the bucket if it does not exist
- Azure Storage
- We support a number of [techniques](https://learn.microsoft.com/en-us/azure/developer/go/azure-sdk-authentication?tabs=bash#2-authenticate-with-azure) to authenticate against Azure
- Configuration, `k8sgpt cache add azure --storageacc <storage account name> --container <container name>`
- K8sGPT assumes that the storage account already exist and it will create the container if it does not exist
- It is the **user** responsibility have to grant specific permissions to their identity in order to be able to upload blob files and create SA containers (e.g Storage Blob Data Contributor)
- Google Cloud Storage
- _As a prerequisite `GOOGLE_APPLICATION_CREDENTIALS` are required as environmental variables._
- Configuration, ` k8sgpt cache add gcs --region <gcp region> --bucket <name> --projectid <project id>`
- K8sGPT will create the bucket if it does not exist
* AWS S3
* _As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._
* Configuration, ``` k8sgpt cache add s3 --region <aws region> --bucket <name> ```
* K8sGPT will create the bucket if it does not exist
* Azure Storage
* We support a number of [techniques](https://learn.microsoft.com/en-us/azure/developer/go/azure-sdk-authentication?tabs=bash#2-authenticate-with-azure) to authenticate against Azure
* Configuration, ``` k8sgpt cache add azure --storageacc <storage account name> --container <container name> ```
* K8sGPT assumes that the storage account already exist and it will create the container if it does not exist
* It is the **user** responsibility have to grant specific permissions to their identity in order to be able to upload blob files and create SA containers (e.g Storage Blob Data Contributor)
* Google Cloud Storage
* _As a prerequisite `GOOGLE_APPLICATION_CREDENTIALS` are required as environmental variables._
* Configuration, ``` k8sgpt cache add gcs --region <gcp region> --bucket <name> --projectid <project id>```
* K8sGPT will create the bucket if it does not exist
_Listing cache items_
```
k8sgpt cache list
```
_Purging an object from the cache_
Note: purging an object using this command will delete upstream files, so it requires appropriate permissions.
```
k8sgpt cache purge $OBJECT_NAME
```
_Removing the remote cache_
Note: this will not delete the upstream S3 bucket or Azure storage container
```
k8sgpt cache remove
```
</details>
<details>
<summary> Custom Analyzers</summary>
There may be scenarios where you wish to write your own analyzer in a language of your choice.
K8sGPT now supports the ability to do so by abiding by the [schema](https://github.com/k8sgpt-ai/schemas/blob/main/protobuf/schema/v1/custom_analyzer.proto) and serving the analyzer for consumption.
To do so, define the analyzer within the K8sGPT configuration and it will add it into the scanning process.
In addition to this you will need to enable the following flag on analysis:
```
k8sgpt analyze --custom-analysis
```
Here is an example local host analyzer in [Rust](https://github.com/k8sgpt-ai/host-analyzer)
When this is run on `localhost:8080` the K8sGPT config can pick it up with the following additions:
```
custom_analyzers:
- name: host-analyzer
connection:
url: localhost
port: 8080
```
This now gives the ability to pass through hostOS information ( from this analyzer example ) to K8sGPT to use as context with normal analysis.
_See the docs on how to write a custom analyzer_
_Listing custom analyzers configured_
```
k8sgpt custom-analyzer list
```
_Adding custom analyzer without install_
```
k8sgpt custom-analyzer add --name my-custom-analyzer --port 8085
```
_Removing custom analyzer_
```
k8sgpt custom-analyzer remove --names "my-custom-analyzer,my-custom-analyzer-2"
```
</details>
## Model Context Protocol (MCP)
K8sGPT provides a Model Context Protocol server that exposes Kubernetes operations as standardized tools for AI assistants like Claude, ChatGPT, and other MCP-compatible clients.
**Start the MCP server:**
Stdio mode (for local AI assistants):
```bash
k8sgpt serve --mcp
```
HTTP mode (for network access):
```bash
k8sgpt serve --mcp --mcp-http --mcp-port 8089
```
**Features:**
- 12 tools for cluster analysis, resource management, and debugging
- 3 resources for cluster information access
- 3 interactive troubleshooting prompts
- Stateless HTTP mode for one-off invocations
- Full integration with Claude Desktop and other MCP clients
**Learn more:** See [MCP.md](MCP.md) for complete documentation, usage examples, and integration guides.
## Documentation
Find our official documentation available [here](https://docs.k8sgpt.ai)
## Contributing
Please read our [contributing guide](./CONTRIBUTING.md).
## Community
Find us on [Slack](https://join.slack.com/t/k8sgpt/shared_invite/zt-332vhyaxv-bfjJwHZLXWVCB3QaXafEYQ)
Find us on [Slack](https://join.slack.com/t/k8sgpt/shared_invite/zt-276pa9uyq-pxAUr4TCVHubFxEvLZuT1Q)
<a href="https://github.com/k8sgpt-ai/k8sgpt/graphs/contributors">
<img src="https://contrib.rocks/image?repo=k8sgpt-ai/k8sgpt" />
</a>
## License
## License
[![FOSSA Status](https://app.fossa.com/api/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt.svg?type=large)](https://app.fossa.com/projects/git%2Bgithub.com%2Fk8sgpt-ai%2Fk8sgpt?ref=badge_large)

View File

@@ -1,83 +0,0 @@
# Supported AI Providers and Models in K8sGPT
K8sGPT supports a variety of AI/LLM providers (backends). Some providers have a fixed set of supported models, while others allow you to specify any model supported by the provider.
---
## Providers and Supported Models
### OpenAI
- **Model:** User-configurable (any model supported by OpenAI, e.g., `gpt-3.5-turbo`, `gpt-4`, etc.)
### Azure OpenAI
- **Model:** User-configurable (any model deployed in your Azure OpenAI resource)
### LocalAI
- **Model:** User-configurable (default: `llama3`)
### Ollama
- **Model:** User-configurable (default: `llama3`, others can be specified)
### NoOpAI
- **Model:** N/A (no real model, used for testing)
### Cohere
- **Model:** User-configurable (any model supported by Cohere)
### Amazon Bedrock
- **Supported Models:**
- anthropic.claude-sonnet-4-20250514-v1:0
- us.anthropic.claude-sonnet-4-20250514-v1:0
- eu.anthropic.claude-sonnet-4-20250514-v1:0
- apac.anthropic.claude-sonnet-4-20250514-v1:0
- us.anthropic.claude-3-7-sonnet-20250219-v1:0
- eu.anthropic.claude-3-7-sonnet-20250219-v1:0
- apac.anthropic.claude-3-7-sonnet-20250219-v1:0
- anthropic.claude-3-5-sonnet-20240620-v1:0
- us.anthropic.claude-3-5-sonnet-20241022-v2:0
- anthropic.claude-v2
- anthropic.claude-v1
- anthropic.claude-instant-v1
- ai21.j2-ultra-v1
- ai21.j2-jumbo-instruct
- amazon.titan-text-express-v1
- amazon.nova-pro-v1:0
- eu.amazon.nova-pro-v1:0
- us.amazon.nova-pro-v1:0
- amazon.nova-lite-v1:0
- eu.amazon.nova-lite-v1:0
- us.amazon.nova-lite-v1:0
- anthropic.claude-3-haiku-20240307-v1:0
> **Note:**
> If you use an AWS Bedrock inference profile ARN (e.g., `arn:aws:bedrock:us-east-1:<account>:application-inference-profile/<id>`) as the model, you must still provide a valid modelId (e.g., `anthropic.claude-3-sonnet-20240229-v1:0`). K8sGPT will automatically set the required `X-Amzn-Bedrock-Inference-Profile-ARN` header for you when making requests to Bedrock.
### Amazon SageMaker
- **Model:** User-configurable (any model deployed in your SageMaker endpoint)
### Google GenAI
- **Model:** User-configurable (any model supported by Google GenAI, e.g., `gemini-pro`)
### Huggingface
- **Model:** User-configurable (any model supported by Huggingface Inference API)
### Google VertexAI
- **Supported Models:**
- gemini-1.0-pro-001
### OCI GenAI
- **Model:** User-configurable (any model supported by OCI GenAI)
### Custom REST
- **Model:** User-configurable (any model your custom REST endpoint supports)
### IBM Watsonx
- **Supported Models:**
- ibm/granite-13b-chat-v2
### Groq
- **Model:** User-configurable (any model supported by Groq, e.g., `llama-3.3-70b-versatile`, `mixtral-8x7b-32768`)
---
For more details on configuring each provider and model, refer to the official K8sGPT documentation and the provider's own documentation.

View File

@@ -1,5 +1,5 @@
apiVersion: v2
appVersion: v0.4.23 #x-release-please-version
appVersion: v0.3.0 #x-release-please-version
description: A Helm chart for K8SGPT
name: k8sgpt
type: application

View File

@@ -21,10 +21,6 @@ spec:
app.kubernetes.io/name: {{ include "k8sgpt.name" . }}
app.kubernetes.io/instance: {{ .Release.Name }}
spec:
{{- if .Values.deployment.securityContext }}
securityContext:
{{- toYaml .Values.deployment.securityContext | nindent 8 }}
{{- end }}
serviceAccountName: {{ template "k8sgpt.fullname" . }}
containers:
- name: k8sgpt-container
@@ -32,13 +28,7 @@ spec:
image: {{ .Values.deployment.image.repository }}:{{ .Values.deployment.image.tag | default .Chart.AppVersion }}
ports:
- containerPort: 8080
{{- if .Values.deployment.mcp.enabled }}
- containerPort: {{ .Values.deployment.mcp.port | int }}
{{- end }}
args: ["serve"
{{- if .Values.deployment.mcp.enabled }}, "--mcp", "-v","--mcp-http", "--mcp-port", {{ .Values.deployment.mcp.port | quote }}
{{- end }}
]
args: ["serve"]
{{- if .Values.deployment.resources }}
resources:
{{- toYaml .Values.deployment.resources | nindent 10 }}

View File

@@ -19,9 +19,4 @@ spec:
- name: metrics
port: 8081
targetPort: 8081
{{- if .Values.deployment.mcp.enabled }}
- name: mcp
port: {{ .Values.deployment.mcp.port | int }}
targetPort: {{ .Values.deployment.mcp.port | int }}
{{- end }}
type: {{ .Values.service.type }}

View File

@@ -1,39 +0,0 @@
# Example values file to enable MCP (Model Context Protocol) service
# Copy this file and modify as needed, then use: helm install -f values-mcp-example.yaml
deployment:
# Enable MCP server
mcp:
enabled: true
port: "8089" # Port for MCP server (default: 8089)
http: true # Enable HTTP mode for MCP server
# Other deployment settings remain the same
image:
repository: ghcr.io/k8sgpt-ai/k8sgpt
tag: "" # defaults to Chart.appVersion if unspecified
imagePullPolicy: Always
env:
model: "gpt-3.5-turbo"
backend: "openai"
resources:
limits:
cpu: "1"
memory: "512Mi"
requests:
cpu: "0.2"
memory: "156Mi"
# Service configuration
service:
type: ClusterIP
annotations: {}
# Secret configuration for AI backend
secret:
secretKey: "" # base64 encoded OpenAI token
# ServiceMonitor for Prometheus metrics
serviceMonitor:
enabled: false
additionalLabels: {}

View File

@@ -7,11 +7,6 @@ deployment:
env:
model: "gpt-3.5-turbo"
backend: "openai" # one of: [ openai | llama ]
# MCP (Model Context Protocol) server configuration
mcp:
enabled: false # Enable MCP server
port: "8089" # Port for MCP server
http: true # Enable HTTP mode for MCP server
resources:
limits:
cpu: "1"
@@ -19,10 +14,7 @@ deployment:
requests:
cpu: "0.2"
memory: "156Mi"
securityContext: {}
# Set securityContext.runAsUser/runAsGroup if necessary. Values below were taken from https://github.com/k8sgpt-ai/k8sgpt/blob/main/container/Dockerfile
# runAsUser: 65532
# runAsGroup: 65532
secret:
secretKey: "" # base64 encoded OpenAI token

View File

@@ -23,7 +23,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/ai/interactive"
"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
"github.com/spf13/cobra"
"github.com/spf13/viper"
)
var (
@@ -34,14 +33,10 @@ var (
language string
nocache bool
namespace string
labelSelector string
anonymize bool
maxConcurrency int
withDoc bool
interactiveMode bool
customAnalysis bool
customHeaders []string
withStats bool
)
// AnalyzeCmd represents the problems command
@@ -58,65 +53,32 @@ var AnalyzeCmd = &cobra.Command{
language,
filters,
namespace,
labelSelector,
nocache,
explain,
maxConcurrency,
withDoc,
interactiveMode,
customHeaders,
withStats,
)
verbose := viper.GetBool("verbose")
if verbose {
fmt.Println("Debug: Checking analysis configuration.")
}
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
if verbose {
fmt.Println("Debug: Analysis initialized.")
}
defer config.Close()
if customAnalysis {
config.RunCustomAnalysis()
if verbose {
fmt.Println("Debug: All custom analyzers completed.")
}
}
config.RunAnalysis()
if verbose {
fmt.Println("Debug: All core analyzers completed.")
}
if explain {
err := config.GetAIResults(output, anonymize)
if verbose {
fmt.Println("Debug: Checking AI results.")
}
if err != nil {
if err := config.GetAIResults(output, anonymize); err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
}
// print results
output_data, err := config.PrintOutput(output)
if verbose {
fmt.Println("Debug: Checking output.")
}
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
if withStats {
statsData := config.PrintStats()
fmt.Println(string(statsData))
}
fmt.Println(string(output_data))
if interactiveMode && explain {
@@ -158,7 +120,7 @@ func init() {
// explain flag
AnalyzeCmd.Flags().BoolVarP(&explain, "explain", "e", false, "Explain the problem to me")
// add flag for backend
AnalyzeCmd.Flags().StringVarP(&backend, "backend", "b", "", "Backend AI provider")
AnalyzeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
// output as json
AnalyzeCmd.Flags().StringVarP(&output, "output", "o", "text", "Output format (text, json)")
// add language options for output
@@ -169,12 +131,4 @@ func init() {
AnalyzeCmd.Flags().BoolVarP(&withDoc, "with-doc", "d", false, "Give me the official documentation of the involved field")
// interactive mode flag
AnalyzeCmd.Flags().BoolVarP(&interactiveMode, "interactive", "i", false, "Enable interactive mode that allows further conversation with LLM about the problem. Works only with --explain flag")
// custom analysis flag
AnalyzeCmd.Flags().BoolVarP(&customAnalysis, "custom-analysis", "z", false, "Enable custom analyzers")
// add custom headers flag
AnalyzeCmd.Flags().StringSliceVarP(&customHeaders, "custom-headers", "r", []string{}, "Custom Headers, <key>:<value> (e.g CustomHeaderKey:CustomHeaderValue AnotherHeader:AnotherValue)")
// label selector flag
AnalyzeCmd.Flags().StringVarP(&labelSelector, "selector", "L", "", "Label selector (label query) to filter on, supports '=', '==', and '!='. (e.g. -L key1=value1,key2=value2). Matching objects must satisfy all of the specified label constraints.")
// print stats
AnalyzeCmd.Flags().BoolVarP(&withStats, "with-stat", "s", false, "Print analysis stats. This option disables errors display.")
}

View File

@@ -28,7 +28,7 @@ import (
const (
defaultBackend = "openai"
defaultModel = "gpt-4o"
defaultModel = "gpt-3.5-turbo"
)
var addCmd = &cobra.Command{
@@ -45,15 +45,25 @@ var addCmd = &cobra.Command{
_ = cmd.MarkFlagRequired("endpointname")
_ = cmd.MarkFlagRequired("providerRegion")
}
if strings.ToLower(backend) == "amazonbedrock" {
_ = cmd.MarkFlagRequired("providerRegion")
}
if strings.ToLower(backend) == "ibmwatsonxai" {
_ = cmd.MarkFlagRequired("providerId")
}
},
Run: func(cmd *cobra.Command, args []string) {
// get ai configuration
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
// search for provider with same name
providerIndex := -1
for i, provider := range configAI.Providers {
if backend == provider.Name {
providerIndex = i
break
}
}
validBackend := func(validBackends []string, backend string) bool {
for _, b := range validBackends {
if b == backend {
@@ -74,28 +84,6 @@ var addCmd = &cobra.Command{
}
}
// get ai configuration
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
// search for provider with same name
providerIndex := -1
for i, provider := range configAI.Providers {
if backend == provider.Name {
providerIndex = i
break
}
}
if providerIndex != -1 {
// provider with same name exists, update provider info
color.Yellow("Provider with same name already exists.")
os.Exit(1)
}
// check if model is not empty
if model == "" {
model = defaultModel
@@ -109,10 +97,6 @@ var addCmd = &cobra.Command{
color.Red("Error: topP ranges from 0 to 1.")
os.Exit(1)
}
if topK < 1 || topK > 100 {
color.Red("Error: topK ranges from 1 to 100.")
os.Exit(1)
}
if ai.NeedPassword(backend) && password == "" {
fmt.Printf("Enter %s Key: ", backend)
@@ -135,12 +119,8 @@ var addCmd = &cobra.Command{
Engine: engine,
Temperature: temperature,
ProviderRegion: providerRegion,
ProviderId: providerId,
CompartmentId: compartmentId,
TopP: topP,
TopK: topK,
MaxTokens: maxTokens,
OrganizationId: organizationId,
}
if providerIndex == -1 {
@@ -152,6 +132,9 @@ var addCmd = &cobra.Command{
os.Exit(1)
}
color.Green("%s added to the AI backend provider list", backend)
} else {
// provider with same name exists, update provider info
color.Yellow("Provider with same name already exists.")
}
},
}
@@ -168,9 +151,7 @@ func init() {
// add flag for endpointName
addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, e.g. `endpoint-xxxxxxxxxxxx` (only for amazonbedrock, amazonsagemaker backends)")
// add flag for topP
addCmd.Flags().Float32VarP(&topP, "topp", "", 0.5, "Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability.")
// add flag for topK
addCmd.Flags().Int32VarP(&topK, "topk", "c", 50, "Sampling Cutoff: Set a threshold (1-100) to restrict the sampling process to the top K most probable words at each step. Higher values lead to greater variability, lower values increases predictability.")
addCmd.Flags().Float32VarP(&topP, "topp", "c", 0.5, "Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability.")
// max tokens
addCmd.Flags().IntVarP(&maxTokens, "maxtokens", "l", 2048, "Specify a maximum output length. Adjust (1-...) to control text length. Higher values produce longer output, lower values limit length")
// add flag for temperature
@@ -178,11 +159,5 @@ func init() {
// add flag for azure open ai engine/deployment name
addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name (only for azureopenai backend)")
//add flag for amazonbedrock region name
addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name (only for amazonbedrock, googlevertexai backend)")
//add flag for vertexAI/WatsonxAI Project ID
addCmd.Flags().StringVarP(&providerId, "providerId", "i", "", "Provider specific ID for e.g. project (only for googlevertexai/ibmwatsonxai backend)")
//add flag for OCI Compartment ID
addCmd.Flags().StringVarP(&compartmentId, "compartmentId", "k", "", "Compartment ID for generative AI model (only for oci backend)")
// add flag for openai organization
addCmd.Flags().StringVarP(&organizationId, "organizationId", "o", "", "OpenAI or AzureOpenAI Organization ID (only for openai and azureopenai backend)")
addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name (only for amazonbedrock backend)")
}

View File

@@ -27,12 +27,8 @@ var (
engine string
temperature float32
providerRegion string
providerId string
compartmentId string
topP float32
topK int32
maxTokens int
organizationId string
)
var configAI ai.AIConfiguration

View File

@@ -24,6 +24,7 @@ import (
)
var details bool
var userInput string
var listCmd = &cobra.Command{
Use: "list",
@@ -38,6 +39,11 @@ var listCmd = &cobra.Command{
os.Exit(1)
}
if details {
fmt.Println("Show password ? (y/n)")
fmt.Scan(&userInput)
}
// Print the default if it is set
fmt.Print(color.YellowString("Default: \n"))
if configAI.DefaultProvider != "" {
@@ -60,7 +66,7 @@ var listCmd = &cobra.Command{
if details {
for _, provider := range configAI.Providers {
if provider.Name == aiBackend {
printDetails(provider)
printDetails(provider, userInput)
}
}
}
@@ -85,7 +91,7 @@ func init() {
listCmd.Flags().BoolVar(&details, "details", false, "Print active provider configuration details")
}
func printDetails(provider ai.AIProvider) {
func printDetails(provider ai.AIProvider, userInput string) {
if provider.Model != "" {
fmt.Printf(" - Model: %s\n", provider.Model)
}

View File

@@ -26,21 +26,13 @@ var updateCmd = &cobra.Command{
Use: "update",
Short: "Update a backend provider",
Long: "The command to update an AI backend provider",
// Args: cobra.ExactArgs(1),
Args: cobra.ExactArgs(1),
PreRun: func(cmd *cobra.Command, args []string) {
_ = cmd.MarkFlagRequired("backend")
backend, _ := cmd.Flags().GetString("backend")
if strings.ToLower(backend) == "azureopenai" {
_ = cmd.MarkFlagRequired("engine")
_ = cmd.MarkFlagRequired("baseurl")
}
organizationId, _ := cmd.Flags().GetString("organizationId")
if strings.ToLower(backend) != "azureopenai" && strings.ToLower(backend) != "openai" {
if organizationId != "" {
color.Red("Error: organizationId must be empty for backends other than azureopenai or openai.")
os.Exit(1)
}
}
},
Run: func(cmd *cobra.Command, args []string) {
@@ -51,47 +43,50 @@ var updateCmd = &cobra.Command{
os.Exit(1)
}
backend, _ := cmd.Flags().GetString("backend")
inputBackends := strings.Split(args[0], ",")
if len(inputBackends) == 0 {
color.Red("Error: backend must be set.")
os.Exit(1)
}
if temperature > 1.0 || temperature < 0.0 {
color.Red("Error: temperature ranges from 0 to 1.")
os.Exit(1)
}
foundBackend := false
for i, provider := range configAI.Providers {
if backend == provider.Name {
foundBackend = true
if backend != "" {
configAI.Providers[i].Name = backend
color.Blue("Backend name updated successfully")
for _, b := range inputBackends {
foundBackend := false
for i, provider := range configAI.Providers {
if b == provider.Name {
foundBackend = true
if backend != "" {
configAI.Providers[i].Name = backend
color.Blue("Backend name updated successfully")
}
if model != "" {
configAI.Providers[i].Model = model
color.Blue("Model updated successfully")
}
if password != "" {
configAI.Providers[i].Password = password
color.Blue("Password updated successfully")
}
if baseURL != "" {
configAI.Providers[i].BaseURL = baseURL
color.Blue("Base URL updated successfully")
}
if engine != "" {
configAI.Providers[i].Engine = engine
}
configAI.Providers[i].Temperature = temperature
color.Green("%s updated in the AI backend provider list", b)
}
if model != "" {
configAI.Providers[i].Model = model
color.Blue("Model updated successfully")
}
if password != "" {
configAI.Providers[i].Password = password
color.Blue("Password updated successfully")
}
if baseURL != "" {
configAI.Providers[i].BaseURL = baseURL
color.Blue("Base URL updated successfully")
}
if engine != "" {
configAI.Providers[i].Engine = engine
}
if organizationId != "" {
configAI.Providers[i].OrganizationId = organizationId
color.Blue("Organization Id updated successfully")
}
configAI.Providers[i].Temperature = temperature
color.Green("%s updated in the AI backend provider list", backend)
}
}
if !foundBackend {
color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", backend)
os.Exit(1)
if !foundBackend {
color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", args[0])
os.Exit(1)
}
}
viper.Set("ai", configAI)
@@ -115,6 +110,4 @@ func init() {
updateCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
// update flag for azure open ai engine/deployment name
updateCmd.Flags().StringVarP(&engine, "engine", "e", "", "Update Azure AI deployment name")
// update flag for organizationId
updateCmd.Flags().StringVarP(&organizationId, "organizationId", "o", "", "Update OpenAI or Azure organization Id")
}

22
cmd/cache/add.go vendored
View File

@@ -17,7 +17,6 @@ package cache
import (
"fmt"
"os"
"strings"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
@@ -25,14 +24,11 @@ import (
)
var (
region string
//nolint:unused
region string
bucketName string
storageAccount string
containerName string
projectId string
endpoint string
insecure bool
)
// addCmd represents the add command
@@ -41,10 +37,9 @@ var addCmd = &cobra.Command{
Short: "Add a remote cache",
Long: `This command allows you to add a remote cache to store the results of an analysis.
The supported cache types are:
- Azure Blob storage (e.g., k8sgpt cache add azure)
- Google Cloud storage (e.g., k8sgpt cache add gcs)
- S3 (e.g., k8sgpt cache add s3)
- Interplex (e.g., k8sgpt cache add interplex)`,
- Azure Blob storage
- Google Cloud storage
- S3`,
Run: func(cmd *cobra.Command, args []string) {
if len(args) == 0 {
color.Red("Error: Please provide a value for cache types. Run k8sgpt cache add --help")
@@ -52,7 +47,7 @@ var addCmd = &cobra.Command{
}
fmt.Println(color.YellowString("Adding remote based cache"))
cacheType := args[0]
remoteCache, err := cache.NewCacheProvider(strings.ToLower(cacheType), bucketName, region, endpoint, storageAccount, containerName, projectId, insecure)
remoteCache, err := cache.NewCacheProvider(cacheType, bucketname, region, storageAccount, containerName, projectId)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
@@ -67,10 +62,9 @@ var addCmd = &cobra.Command{
func init() {
CacheCmd.AddCommand(addCmd)
addCmd.Flags().StringVarP(&region, "region", "r", "us-east-1", "The region to use for the AWS S3 or GCS cache")
addCmd.Flags().StringVarP(&endpoint, "endpoint", "e", "", "The S3 or minio endpoint")
addCmd.Flags().BoolVarP(&insecure, "insecure", "i", false, "Skip TLS verification for S3/Minio custom endpoint")
addCmd.Flags().StringVarP(&bucketName, "bucket", "b", "", "The name of the AWS S3 bucket to use for the cache")
addCmd.Flags().StringVarP(&region, "region", "r", "", "The region to use for the AWS S3 or GCS cache")
addCmd.Flags().StringVarP(&bucketname, "bucket", "b", "", "The name of the AWS S3 bucket to use for the cache")
addCmd.MarkFlagsRequiredTogether("region", "bucket")
addCmd.Flags().StringVarP(&projectId, "projectid", "p", "", "The GCP project ID")
addCmd.Flags().StringVarP(&storageAccount, "storageacc", "s", "", "The Azure storage account name of the container")
addCmd.Flags().StringVarP(&containerName, "container", "c", "", "The Azure container name to use for the cache")

4
cmd/cache/cache.go vendored
View File

@@ -18,6 +18,10 @@ import (
"github.com/spf13/cobra"
)
var (
bucketname string
)
// cacheCmd represents the cache command
var CacheCmd = &cobra.Command{
Use: "cache",

45
cmd/cache/get.go vendored
View File

@@ -1,45 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package cache
import (
"fmt"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/spf13/cobra"
"os"
)
// listCmd represents the list command
var getCmd = &cobra.Command{
Use: "get",
Short: "Get the current cache",
Long: `Returns the current remote cache being used`,
Run: func(cmd *cobra.Command, args []string) {
// load remote cache if it is configured
c, err := cache.GetCacheConfiguration()
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
fmt.Printf("Current remote cache is: %s", c.GetName())
},
}
func init() {
CacheCmd.AddCommand(getCmd)
}

43
cmd/cache/purge.go vendored
View File

@@ -23,51 +23,23 @@ import (
"github.com/spf13/cobra"
)
var all bool
var purgeCmd = &cobra.Command{
Use: "purge [object name]",
Short: "Purge a remote cache",
Long: "This command allows you to delete/purge one object from the cache or all objects with --all flag.",
Long: "This command allows you to delete/purge one object from the cache",
Run: func(cmd *cobra.Command, args []string) {
if len(args) == 0 {
color.Red("Error: Please provide a value for object name. Run k8sgpt cache purge --help")
os.Exit(1)
}
objectKey := args[0]
fmt.Println(color.YellowString("Purging a remote cache."))
c, err := cache.GetCacheConfiguration()
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
if all {
fmt.Println(color.YellowString("Purging all objects from the remote cache."))
names, err := c.List()
if err != nil {
color.Red("Error listing cache objects: %v", err)
os.Exit(1)
}
if len(names) == 0 {
fmt.Println(color.GreenString("No objects to delete."))
return
}
var failed []string
for _, obj := range names {
err := c.Remove(obj.Name)
if err != nil {
failed = append(failed, obj.Name)
}
}
if len(failed) > 0 {
color.Red("Failed to delete: %v", failed)
os.Exit(1)
}
fmt.Println(color.GreenString("All objects deleted."))
return
}
if len(args) == 0 {
color.Red("Error: Please provide a value for object name or use --all. Run k8sgpt cache purge --help")
os.Exit(1)
}
objectKey := args[0]
fmt.Println(color.YellowString("Purging a remote cache."))
err = c.Remove(objectKey)
if err != nil {
color.Red("Error: %v", err)
@@ -78,6 +50,5 @@ var purgeCmd = &cobra.Command{
}
func init() {
purgeCmd.Flags().BoolVar(&all, "all", false, "Purge all objects in the cache")
CacheCmd.AddCommand(purgeCmd)
}

View File

@@ -1,73 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package customanalyzer
import (
"os"
"github.com/fatih/color"
customAnalyzer "github.com/k8sgpt-ai/k8sgpt/pkg/custom_analyzer"
"github.com/spf13/cobra"
"github.com/spf13/viper"
)
var (
name string
url string
port int
)
var addCmd = &cobra.Command{
Use: "add",
Aliases: []string{"add"},
Short: "This command will add a custom analyzer from source",
Long: "This command allows you to add/remote/list an existing custom analyzer.",
Run: func(cmd *cobra.Command, args []string) {
err := viper.UnmarshalKey("custom_analyzers", &configCustomAnalyzer)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
analyzer := customAnalyzer.NewCustomAnalyzer()
// Check if configuration is valid
err = analyzer.Check(configCustomAnalyzer, name, url, port)
if err != nil {
color.Red("Error adding custom analyzer: %s", err.Error())
os.Exit(1)
}
configCustomAnalyzer = append(configCustomAnalyzer, customAnalyzer.CustomAnalyzerConfiguration{
Name: name,
Connection: customAnalyzer.Connection{
Url: url,
Port: port,
},
})
viper.Set("custom_analyzers", configCustomAnalyzer)
if err := viper.WriteConfig(); err != nil {
color.Red("Error writing config file: %s", err.Error())
os.Exit(1)
}
color.Green("%s added to the custom analyzers config list", name)
},
}
func init() {
addCmd.Flags().StringVarP(&name, "name", "n", "my-custom-analyzer", "Name of the custom analyzer.")
addCmd.Flags().StringVarP(&url, "url", "u", "localhost", "URL for the custom analyzer connection.")
addCmd.Flags().IntVarP(&port, "port", "r", 8085, "Port for the custom analyzer connection.")
}

View File

@@ -1,43 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package customanalyzer
import (
customAnalyzer "github.com/k8sgpt-ai/k8sgpt/pkg/custom_analyzer"
"github.com/spf13/cobra"
)
var configCustomAnalyzer []customAnalyzer.CustomAnalyzerConfiguration
// authCmd represents the auth command
var CustomAnalyzerCmd = &cobra.Command{
Use: "custom-analyzer",
Short: "Manage a custom analyzer",
Long: `This command allows you to manage custom analyzers, including adding, removing, and listing them.`,
Run: func(cmd *cobra.Command, args []string) {
if len(args) == 0 {
_ = cmd.Help()
return
}
},
}
func init() {
// add subcommand to add custom analyzer
CustomAnalyzerCmd.AddCommand(addCmd)
// remove subcomment to remove custom analyzer
CustomAnalyzerCmd.AddCommand(removeCmd)
// list subcomment to list custom analyzer
CustomAnalyzerCmd.AddCommand(listCmd)
}

View File

@@ -1,60 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package customanalyzer
import (
"fmt"
"os"
"github.com/fatih/color"
customAnalyzer "github.com/k8sgpt-ai/k8sgpt/pkg/custom_analyzer"
"github.com/spf13/cobra"
"github.com/spf13/viper"
)
var details bool
var listCmd = &cobra.Command{
Use: "list",
Short: "List configured custom analyzers",
Long: "The list command displays a list of configured custom analyzers",
Run: func(cmd *cobra.Command, args []string) {
// get custom_analyzers configuration
err := viper.UnmarshalKey("custom_analyzers", &configCustomAnalyzer)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
// Get list of all Custom Analyers configured
fmt.Print(color.YellowString("Active: \n"))
for _, analyzer := range configCustomAnalyzer {
fmt.Printf("> %s\n", color.GreenString(analyzer.Name))
if details {
printDetails(analyzer)
}
}
},
}
func init() {
listCmd.Flags().BoolVar(&details, "details", false, "Print custom analyzers configuration details")
}
func printDetails(analyzer customAnalyzer.CustomAnalyzerConfiguration) {
fmt.Printf(" - Url: %s\n", analyzer.Connection.Url)
fmt.Printf(" - Port: %d\n", analyzer.Connection.Port)
}

View File

@@ -1,90 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package customanalyzer
import (
"os"
"strings"
"github.com/fatih/color"
"github.com/spf13/cobra"
"github.com/spf13/viper"
)
var (
names string
)
var removeCmd = &cobra.Command{
Use: "remove",
Short: "Remove custom analyzer(s)",
Long: "The command to remove custom analyzer(s)",
PreRun: func(cmd *cobra.Command, args []string) {
// Ensure that the "names" flag is provided before running the command
_ = cmd.MarkFlagRequired("names")
},
Run: func(cmd *cobra.Command, args []string) {
if names == "" {
// Display an error message and show command help if "names" is not set
color.Red("Error: names must be set.")
_ = cmd.Help()
return
}
// Split the provided names by comma
inputCustomAnalyzers := strings.Split(names, ",")
// Load the custom analyzers from the configuration file
err := viper.UnmarshalKey("custom_analyzers", &configCustomAnalyzer)
if err != nil {
// Display an error message if the configuration cannot be loaded
color.Red("Error: %v", err)
os.Exit(1)
}
// Iterate over each input analyzer name
for _, inputAnalyzer := range inputCustomAnalyzers {
foundAnalyzer := false
// Search for the analyzer in the current configuration
for i, analyzer := range configCustomAnalyzer {
if analyzer.Name == inputAnalyzer {
foundAnalyzer = true
// Remove the analyzer from the configuration list
configCustomAnalyzer = append(configCustomAnalyzer[:i], configCustomAnalyzer[i+1:]...)
color.Green("%s deleted from the custom analyzer list", analyzer.Name)
break
}
}
if !foundAnalyzer {
// Display an error if the analyzer is not found in the configuration
color.Red("Error: %s does not exist in configuration file. Please use k8sgpt custom-analyzer add.", inputAnalyzer)
os.Exit(1)
}
}
// Save the updated configuration back to the file
viper.Set("custom_analyzers", configCustomAnalyzer)
if err := viper.WriteConfig(); err != nil {
// Display an error if the configuration cannot be written
color.Red("Error writing config file: %s", err.Error())
os.Exit(1)
}
},
}
func init() {
// add flag for names
removeCmd.Flags().StringVarP(&names, "names", "n", "", "Custom analyzers to remove (separated by a comma)")
}

View File

@@ -1,113 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package dump
import (
"encoding/json"
"fmt"
"net/http"
"os"
"time"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/spf13/cobra"
"github.com/spf13/viper"
"k8s.io/apimachinery/pkg/version"
)
type K8sGPTInfo struct {
Version string
Commit string
Date string
}
type DumpOut struct {
AIConfiguration ai.AIConfiguration
ActiveFilters []string
KubenetesServerVersion *version.Info
K8sGPTInfo K8sGPTInfo
}
var DumpCmd = &cobra.Command{
Use: "dump",
Short: "Creates a dumpfile for debugging issues with K8sGPT",
Long: `The dump command will create a dump.*.json which will contain K8sGPT non-sensitive configuration information.`,
Run: func(cmd *cobra.Command, args []string) {
// Fetch the configuration object(s)
// get ai configuration
var configAI ai.AIConfiguration
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
var newProvider []ai.AIProvider
for _, config := range configAI.Providers {
// we blank out the custom headers for data protection reasons
config.CustomHeaders = make([]http.Header, 0)
// blank out the password
if len(config.Password) > 4 {
config.Password = config.Password[:4] + "***"
} else {
// If the password is shorter than 4 characters
config.Password = "***"
}
newProvider = append(newProvider, config)
}
configAI.Providers = newProvider
activeFilters := viper.GetStringSlice("active_filters")
kubecontext := viper.GetString("kubecontext")
kubeconfig := viper.GetString("kubeconfig")
client, err := kubernetes.NewClient(kubecontext, kubeconfig)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
v, err := client.Client.Discovery().ServerVersion()
if err != nil {
color.Yellow("Could not find kubernetes server version")
}
var dumpOut DumpOut = DumpOut{
AIConfiguration: configAI,
ActiveFilters: activeFilters,
KubenetesServerVersion: v,
K8sGPTInfo: K8sGPTInfo{
Version: viper.GetString("Version"),
Commit: viper.GetString("Commit"),
Date: viper.GetString("Date"),
},
}
// Serialize dumpOut to JSON
jsonData, err := json.MarshalIndent(dumpOut, "", " ")
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
// Write JSON data to file
f := fmt.Sprintf("dump_%s.json", time.Now().Format("20060102150405"))
err = os.WriteFile(f, jsonData, 0644)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
color.Green("Dump created successfully: %s", f)
},
}
func init() {
}

View File

@@ -15,7 +15,6 @@ package filters
import (
"fmt"
"slices"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
@@ -41,9 +40,10 @@ var listCmd = &cobra.Command{
inactiveFilters := util.SliceDiff(availableFilters, activeFilters)
fmt.Print(color.YellowString("Active: \n"))
for _, filter := range activeFilters {
// if the filter is an integration, mark this differently
// but if the integration is inactive, remove
if slices.Contains(integrationFilters, filter) {
if util.SliceContainsString(integrationFilters, filter) {
fmt.Printf("> %s\n", color.BlueString("%s (integration)", filter))
} else {
// This strange bit of logic will loop through every integration via
@@ -60,12 +60,13 @@ var listCmd = &cobra.Command{
fmt.Print(color.YellowString("Unused: \n"))
for _, filter := range inactiveFilters {
// if the filter is an integration, mark this differently
if slices.Contains(integrationFilters, filter) {
if util.SliceContainsString(integrationFilters, filter) {
fmt.Printf("> %s\n", color.BlueString("%s (integration)", filter))
} else {
fmt.Printf("> %s\n", color.RedString(filter))
}
}
}
},
}

View File

@@ -24,8 +24,7 @@ import (
)
var (
backend string
backendType string
backend string
)
// generateCmd represents the auth command
@@ -35,7 +34,7 @@ var GenerateCmd = &cobra.Command{
Long: `Opens your browser to generate a key for your chosen backend.`,
Run: func(cmd *cobra.Command, args []string) {
backendType = viper.GetString("backend_type")
backendType := viper.GetString("backend_type")
if backendType == "" {
// Set the default backend
backend = "openai"
@@ -45,7 +44,7 @@ var GenerateCmd = &cobra.Command{
backendType = backend
}
fmt.Println("")
openbrowser("https://platform.openai.com/api-keys")
openbrowser("https://beta.openai.com/account/api-keys")
},
}
@@ -81,10 +80,10 @@ func openbrowser(url string) {
func printInstructions(isGui bool, backendType string) {
fmt.Println("")
if isGui {
color.Green("Opening: https://platform.openai.com/api-keys to generate a key for %s", backendType)
color.Green("Opening: https://beta.openai.com/account/api-keys to generate a key for %s", backendType)
fmt.Println("")
} else {
color.Green("Please open: https://platform.openai.com/api-keys to generate a key for %s", backendType)
color.Green("Please open: https://beta.openai.com/account/api-keys to generate a key for %s", backendType)
fmt.Println("")
}
color.Green("Please copy the generated key and run `k8sgpt auth add` to add it to your config file")

View File

@@ -21,7 +21,9 @@ import (
"github.com/spf13/viper"
)
var skipInstall bool
var (
skipInstall bool
)
// activateCmd represents the activate command
var activateCmd = &cobra.Command{
@@ -54,4 +56,5 @@ var activateCmd = &cobra.Command{
func init() {
IntegrationCmd.AddCommand(activateCmd)
activateCmd.Flags().BoolVarP(&skipInstall, "no-install", "s", false, "Only activate the integration filter without installing the filter (for example, if that filter plugin is already deployed in cluster, we do not need to re-install it again)")
}

View File

@@ -24,7 +24,7 @@ var deactivateCmd = &cobra.Command{
Use: "deactivate [integration]",
Short: "Deactivate an integration",
Args: cobra.ExactArgs(1),
Long: `For example e.g. k8sgpt integration deactivate prometheus`,
Long: `For example e.g. k8sgpt integration deactivate trivy`,
Run: func(cmd *cobra.Command, args []string) {
integrationName := args[0]

View File

@@ -28,9 +28,9 @@ var IntegrationCmd = &cobra.Command{
Short: "Integrate another tool into K8sGPT",
Long: `Integrate another tool into K8sGPT. For example:
k8sgpt integration activate prometheus
k8sgpt integration activate trivy
This would allow you to connect to prometheus running with your cluster.`,
This would allow you to deploy trivy into your cluster and use a K8sGPT analyzer to parse trivy results.`,
Run: func(cmd *cobra.Command, args []string) {
_ = cmd.Help()
},

View File

@@ -22,8 +22,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/cmd/analyze"
"github.com/k8sgpt-ai/k8sgpt/cmd/auth"
"github.com/k8sgpt-ai/k8sgpt/cmd/cache"
customanalyzer "github.com/k8sgpt-ai/k8sgpt/cmd/customAnalyzer"
"github.com/k8sgpt-ai/k8sgpt/cmd/dump"
"github.com/k8sgpt-ai/k8sgpt/cmd/filters"
"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
@@ -37,7 +35,6 @@ var (
cfgFile string
kubecontext string
kubeconfig string
verbose bool
Version string
Commit string
Date string
@@ -59,9 +56,6 @@ func Execute(v string, c string, d string) {
Version = v
Commit = c
Date = d
viper.Set("Version", Version)
viper.Set("Commit", Commit)
viper.Set("Date", Date)
err := rootCmd.Execute()
if err != nil {
os.Exit(1)
@@ -75,17 +69,14 @@ func init() {
rootCmd.AddCommand(auth.AuthCmd)
rootCmd.AddCommand(analyze.AnalyzeCmd)
rootCmd.AddCommand(dump.DumpCmd)
rootCmd.AddCommand(filters.FiltersCmd)
rootCmd.AddCommand(generate.GenerateCmd)
rootCmd.AddCommand(integration.IntegrationCmd)
rootCmd.AddCommand(serve.ServeCmd)
rootCmd.AddCommand(cache.CacheCmd)
rootCmd.AddCommand(customanalyzer.CustomAnalyzerCmd)
rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", fmt.Sprintf("Default config file (%s/k8sgpt/k8sgpt.yaml)", xdg.ConfigHome))
rootCmd.PersistentFlags().StringVar(&kubecontext, "kubecontext", "", "Kubernetes context to use. Only required if out-of-cluster.")
rootCmd.PersistentFlags().StringVar(&kubeconfig, "kubeconfig", "", "Path to a kubeconfig. Only required if out-of-cluster.")
rootCmd.PersistentFlags().BoolVarP(&verbose, "verbose", "v", false, "Show detailed tool actions (e.g., API calls, checks).")
}
// initConfig reads in config file and ENV variables if set.
@@ -106,7 +97,6 @@ func initConfig() {
viper.Set("kubecontext", kubecontext)
viper.Set("kubeconfig", kubeconfig)
viper.Set("verbose", verbose)
viper.SetEnvPrefix("K8SGPT")
viper.AutomaticEnv() // read in environment variables that match

View File

@@ -1,30 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package cmd
import (
"testing"
"github.com/spf13/viper"
)
// Test that verbose flag is correctly set in viper.
func TestInitConfig_VerboseFlag(t *testing.T) {
verbose = true
viper.Reset()
initConfig()
if !viper.GetBool("verbose") {
t.Error("Expected verbose flag to be true")
}
}

View File

@@ -17,10 +17,9 @@ import (
"os"
"strconv"
k8sgptserver "github.com/k8sgpt-ai/k8sgpt/pkg/server"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
k8sgptserver "github.com/k8sgpt-ai/k8sgpt/pkg/server"
"github.com/spf13/cobra"
"github.com/spf13/viper"
"go.uber.org/zap"
@@ -28,9 +27,6 @@ import (
const (
defaultTemperature float32 = 0.7
defaultTopP float32 = 1.0
defaultTopK int32 = 50
defaultMaxTokens int = 2048
)
var (
@@ -38,11 +34,6 @@ var (
metricsPort string
backend string
enableHttp bool
enableMCP bool
mcpPort string
mcpHTTP bool
// filters can be injected into the server (repeatable flag)
filters []string
)
var ServeCmd = &cobra.Command{
@@ -76,74 +67,23 @@ var ServeCmd = &cobra.Command{
}
return float32(temperature)
}
topP := func() float32 {
env := os.Getenv("K8SGPT_TOP_P")
if env == "" {
return defaultTopP
}
topP, err := strconv.ParseFloat(env, 32)
if err != nil {
color.Red("Unable to convert topP value: %v", err)
os.Exit(1)
}
if topP > 1.0 || topP < 0.0 {
color.Red("Error: topP ranges from 0 to 1.")
os.Exit(1)
}
return float32(topP)
}
topK := func() int32 {
env := os.Getenv("K8SGPT_TOP_K")
if env == "" {
return defaultTopK
}
topK, err := strconv.ParseFloat(env, 32)
if err != nil {
color.Red("Unable to convert topK value: %v", err)
os.Exit(1)
}
if topK < 10 || topK > 100 {
color.Red("Error: topK ranges from 1 to 100.")
os.Exit(1)
}
return int32(topK)
}
maxTokens := func() int {
env := os.Getenv("K8SGPT_MAX_TOKENS")
if env == "" {
return defaultMaxTokens
}
maxTokens, err := strconv.ParseInt(env, 10, 32)
if err != nil {
color.Red("Unable to convert maxTokens value: %v", err)
os.Exit(1)
}
return int(maxTokens)
}
// Check for env injection
backend = os.Getenv("K8SGPT_BACKEND")
password := os.Getenv("K8SGPT_PASSWORD")
model := os.Getenv("K8SGPT_MODEL")
baseURL := os.Getenv("K8SGPT_BASEURL")
engine := os.Getenv("K8SGPT_ENGINE")
proxyEndpoint := os.Getenv("K8SGPT_PROXY_ENDPOINT")
providerId := os.Getenv("K8SGPT_PROVIDER_ID")
// If the envs are set, allocate in place to the aiProvider
// else exit with error
envIsSet := backend != "" || password != "" || model != ""
if envIsSet {
aiProvider = &ai.AIProvider{
Name: backend,
Password: password,
Model: model,
BaseURL: baseURL,
Engine: engine,
ProxyEndpoint: proxyEndpoint,
ProviderId: providerId,
Temperature: temperature(),
TopP: topP(),
TopK: topK(),
MaxTokens: maxTokens(),
Name: backend,
Password: password,
Model: model,
BaseURL: baseURL,
Engine: engine,
Temperature: temperature(),
}
configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -171,7 +111,7 @@ var ServeCmd = &cobra.Command{
}
}
if aiProvider == nil || aiProvider.Name == "" {
if aiProvider.Name == "" {
color.Red("Error: AI provider %s not specified in configuration. Please run k8sgpt auth", backend)
os.Exit(1)
}
@@ -181,27 +121,7 @@ var ServeCmd = &cobra.Command{
color.Red("failed to create logger: %v", err)
os.Exit(1)
}
defer func() {
if err := logger.Sync(); err != nil {
color.Red("failed to sync logger: %v", err)
os.Exit(1)
}
}()
if enableMCP {
// Create and start MCP server
mcpServer, err := k8sgptserver.NewMCPServer(mcpPort, aiProvider, mcpHTTP, logger)
if err != nil {
color.Red("Error creating MCP server: %v", err)
os.Exit(1)
}
go func() {
if err := mcpServer.Start(); err != nil {
color.Red("Error starting MCP server: %v", err)
os.Exit(1)
}
}()
}
defer logger.Sync()
server := k8sgptserver.Config{
Backend: aiProvider.Name,
@@ -210,7 +130,6 @@ var ServeCmd = &cobra.Command{
EnableHttp: enableHttp,
Token: aiProvider.Password,
Logger: logger,
Filters: filters,
}
go func() {
if err := server.ServeMetrics(); err != nil {
@@ -236,10 +155,5 @@ func init() {
ServeCmd.Flags().StringVarP(&port, "port", "p", "8080", "Port to run the server on")
ServeCmd.Flags().StringVarP(&metricsPort, "metrics-port", "", "8081", "Port to run the metrics-server on")
ServeCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
ServeCmd.Flags().BoolVarP(&enableHttp, "http", "", false, "Enable REST/http using gppc-gateway")
ServeCmd.Flags().BoolVarP(&enableMCP, "mcp", "", false, "Enable Mission Control Protocol server")
ServeCmd.Flags().StringVarP(&mcpPort, "mcp-port", "", "8089", "Port to run the MCP server on")
ServeCmd.Flags().BoolVarP(&mcpHTTP, "mcp-http", "", false, "Enable HTTP mode for MCP server")
// allow injecting filters into the running server (repeatable)
ServeCmd.Flags().StringSliceVar(&filters, "filter", []string{}, "Filter to apply (can be specified multiple times)")
ServeCmd.Flags().BoolVarP(&enableHttp, "http", "h", false, "Enable REST/http using gppc-gateway")
}

View File

@@ -9,7 +9,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
FROM golang:1.24-alpine3.23 AS builder
FROM golang:1.21-alpine3.19 AS builder
ENV CGO_ENABLED=0
ARG VERSION

344
go.mod
View File

@@ -1,299 +1,247 @@
module github.com/k8sgpt-ai/k8sgpt
go 1.24.1
toolchain go1.24.11
go 1.21
require (
github.com/fatih/color v1.18.0
github.com/kedacore/keda/v2 v2.16.0
github.com/magiconair/properties v1.8.9
github.com/mittwald/go-helm-client v0.12.14
github.com/ollama/ollama v0.13.4
github.com/sashabaranov/go-openai v1.36.0
github.com/schollz/progressbar/v3 v3.17.1
github.com/spf13/cobra v1.8.1
github.com/spf13/viper v1.19.0
github.com/stretchr/testify v1.10.0
golang.org/x/term v0.33.0
helm.sh/helm/v3 v3.17.4
k8s.io/api v0.32.3
k8s.io/apimachinery v0.32.3
k8s.io/client-go v0.32.3
k8s.io/kubectl v0.32.2 // indirect
github.com/aquasecurity/trivy-operator v0.17.1
github.com/fatih/color v1.16.0
github.com/magiconair/properties v1.8.7
github.com/mittwald/go-helm-client v0.12.5
github.com/prometheus/prometheus v1.8.2-0.20211119115433-692a54649ed7
github.com/sashabaranov/go-openai v1.18.2
github.com/schollz/progressbar/v3 v3.14.1
github.com/spf13/cobra v1.8.0
github.com/spf13/viper v1.18.2
github.com/stretchr/testify v1.8.4
golang.org/x/term v0.16.0
helm.sh/helm/v3 v3.13.3
k8s.io/api v0.28.4
k8s.io/apimachinery v0.28.4
k8s.io/client-go v0.28.4
k8s.io/kubectl v0.28.4 // indirect
)
require github.com/adrg/xdg v0.5.3
require github.com/adrg/xdg v0.4.0
require (
buf.build/gen/go/interplex-ai/schemas/grpc/go v1.5.1-20241117203254-a91193b62179.1
buf.build/gen/go/interplex-ai/schemas/protocolbuffers/go v1.35.2-20241117203254-a91193b62179.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 v2.24.0-20241118152629-1379a5a1889d.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.5.1-20241118152629-1379a5a1889d.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.35.2-20241118152629-1379a5a1889d.1
cloud.google.com/go/storage v1.50.0
cloud.google.com/go/vertexai v0.13.2
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.10.1
github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.5.0
github.com/IBM/watsonx-go v1.0.1
github.com/agiledragon/gomonkey/v2 v2.13.0
github.com/aws/aws-sdk-go v1.55.7
github.com/aws/aws-sdk-go-v2 v1.36.3
github.com/aws/aws-sdk-go-v2/config v1.29.14
github.com/aws/aws-sdk-go-v2/service/bedrock v1.33.0
github.com/aws/aws-sdk-go-v2/service/bedrockruntime v1.30.0
github.com/aws/smithy-go v1.22.2
github.com/cohere-ai/cohere-go/v2 v2.12.2
github.com/go-logr/zapr v1.3.0
github.com/google/generative-ai-go v0.19.0
github.com/grpc-ecosystem/grpc-gateway/v2 v2.26.3
github.com/hupe1980/go-huggingface v0.0.15
github.com/kyverno/policy-reporter-kyverno-plugin v1.6.4
github.com/mark3labs/mcp-go v0.36.0
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20240208090903-d4147b284845.2
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.32.0-20240208090903-d4147b284845.1
cloud.google.com/go/storage v1.36.0
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.4.0
github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.2.1
github.com/aws/aws-sdk-go v1.49.21
github.com/cohere-ai/cohere-go v0.2.0
github.com/google/generative-ai-go v0.5.0
github.com/grpc-ecosystem/grpc-gateway/v2 v2.19.1
github.com/olekukonko/tablewriter v0.0.5
github.com/oracle/oci-go-sdk/v65 v65.79.0
github.com/prometheus/prometheus v0.306.0
github.com/pterm/pterm v0.12.80
google.golang.org/api v0.239.0
github.com/pterm/pterm v0.12.74
google.golang.org/api v0.155.0
gopkg.in/yaml.v2 v2.4.0
sigs.k8s.io/controller-runtime v0.19.3
sigs.k8s.io/gateway-api v1.2.1
sigs.k8s.io/controller-runtime v0.16.3
sigs.k8s.io/gateway-api v1.0.0
)
require (
atomicgo.dev/cursor v0.2.0 // indirect
atomicgo.dev/keyboard v0.2.9 // indirect
atomicgo.dev/schedule v0.1.0 // indirect
cel.dev/expr v0.23.0 // indirect
cloud.google.com/go v0.120.0 // indirect
cloud.google.com/go/ai v0.8.0 // indirect
cloud.google.com/go/aiplatform v1.85.0 // indirect
cloud.google.com/go/auth v0.16.2 // indirect
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
cloud.google.com/go/compute/metadata v0.7.0 // indirect
cloud.google.com/go/iam v1.5.2 // indirect
cloud.google.com/go/longrunning v0.6.7 // indirect
cloud.google.com/go/monitoring v1.24.2 // indirect
dario.cat/mergo v1.0.1 // indirect
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 // indirect
github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 // indirect
github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.27.0 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.50.0 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.50.0 // indirect
github.com/Microsoft/hcsshim v0.12.4 // indirect
github.com/alecthomas/units v0.0.0-20240927000941-0f3dac36c52b // indirect
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.6.10 // indirect
github.com/aws/aws-sdk-go-v2/credentials v1.17.67 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.16.30 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.34 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.34 // indirect
github.com/aws/aws-sdk-go-v2/internal/ini v1.8.3 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.12.3 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.12.15 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.25.3 // indirect
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.30.1 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.33.19 // indirect
github.com/bahlo/generic-list-go v0.2.0 // indirect
github.com/blang/semver/v4 v4.0.0 // indirect
github.com/buger/jsonparser v1.1.1 // indirect
github.com/cncf/xds/go v0.0.0-20250326154945-ae57f3c0d45f // indirect
github.com/containerd/console v1.0.4 // indirect
github.com/containerd/errdefs v1.0.0 // indirect
cloud.google.com/go v0.111.0 // indirect
cloud.google.com/go/ai v0.3.0 // indirect
cloud.google.com/go/compute v1.23.3 // indirect
cloud.google.com/go/compute/metadata v0.2.3 // indirect
cloud.google.com/go/iam v1.1.5 // indirect
cloud.google.com/go/longrunning v0.5.4 // indirect
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1 // indirect
github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.1 // indirect
github.com/AzureAD/microsoft-authentication-library-for-go v1.2.0 // indirect
github.com/Microsoft/hcsshim v0.11.4 // indirect
github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
github.com/anchore/go-struct-converter v0.0.0-20230627203149-c72ef8859ca9 // indirect
github.com/cohere-ai/tokenizer v1.1.1 // indirect
github.com/containerd/console v1.0.3 // indirect
github.com/containerd/log v0.1.0 // indirect
github.com/containerd/platforms v0.2.1 // indirect
github.com/creack/pty v1.1.21 // indirect
github.com/distribution/reference v0.6.0 // indirect
github.com/docker/libtrust v0.0.0-20160708172513-aabc10ec26b7 // indirect
github.com/envoyproxy/go-control-plane/envoy v1.32.4 // indirect
github.com/envoyproxy/protoc-gen-validate v1.2.1 // indirect
github.com/evanphx/json-patch/v5 v5.9.0 // indirect
github.com/expr-lang/expr v1.17.7 // indirect
github.com/distribution/reference v0.5.0 // indirect
github.com/dlclark/regexp2 v1.10.0 // indirect
github.com/evanphx/json-patch/v5 v5.7.0 // indirect
github.com/felixge/httpsnoop v1.0.4 // indirect
github.com/fxamacker/cbor/v2 v2.7.0 // indirect
github.com/go-jose/go-jose/v4 v4.0.5 // indirect
github.com/gofrs/flock v0.12.1 // indirect
github.com/golang-jwt/jwt/v5 v5.2.2 // indirect
github.com/go-kit/log v0.2.1 // indirect
github.com/go-logfmt/logfmt v0.5.1 // indirect
github.com/golang-jwt/jwt/v5 v5.0.0 // indirect
github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
github.com/google/gnostic-models v0.6.9-0.20230804172637-c7be7c783f49 // indirect
github.com/google/s2a-go v0.1.9 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.6 // indirect
github.com/googleapis/gax-go/v2 v2.14.2 // indirect
github.com/google/s2a-go v0.1.7 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
github.com/googleapis/gax-go/v2 v2.12.0 // indirect
github.com/gookit/color v1.5.4 // indirect
github.com/gorilla/websocket v1.5.1 // indirect
github.com/grafana/regexp v0.0.0-20240518133315-a468a5bfb3bc // indirect
github.com/invopop/jsonschema v0.13.0 // indirect
github.com/jmespath/go-jmespath v0.4.0 // indirect
github.com/jpillora/backoff v1.0.0 // indirect
github.com/kylelemons/godebug v1.1.0 // indirect
github.com/lithammer/fuzzysearch v1.1.8 // indirect
github.com/moby/sys/mountinfo v0.7.1 // indirect
github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
github.com/mxk/go-flowrate v0.0.0-20140419014527-cca7078d478f // indirect
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 // indirect
github.com/prometheus/sigv4 v0.2.0 // indirect
github.com/sagikazarmark/locafero v0.6.0 // indirect
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
github.com/prometheus/common/sigv4 v0.1.0 // indirect
github.com/sagikazarmark/locafero v0.4.0 // indirect
github.com/sagikazarmark/slog-shim v0.1.0 // indirect
github.com/segmentio/fasthash v1.0.3 // indirect
github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 // indirect
github.com/sony/gobreaker v0.5.0 // indirect
github.com/sourcegraph/conc v0.3.0 // indirect
github.com/spiffe/go-spiffe/v2 v2.5.0 // indirect
github.com/stretchr/objx v0.5.2 // indirect
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
github.com/x448/float16 v0.8.4 // indirect
github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
github.com/zeebo/errs v1.4.0 // indirect
go.opentelemetry.io/auto/sdk v1.1.0 // indirect
go.opentelemetry.io/contrib/detectors/gcp v1.35.0 // indirect
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
go.opentelemetry.io/otel/metric v1.36.0 // indirect
go.opentelemetry.io/otel/sdk v1.36.0 // indirect
go.opentelemetry.io/otel/sdk/metric v1.36.0 // indirect
gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
google.golang.org/genproto v0.0.0-20250505200425-f936aa4a68b2 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20250603155806-513f23925822 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20250603155806-513f23925822 // indirect
gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
go.opencensus.io v0.24.0 // indirect
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.46.1 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.46.1 // indirect
go.opentelemetry.io/otel/metric v1.21.0 // indirect
google.golang.org/genproto v0.0.0-20240116215550-a9fa1716bcac // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20240125205218-1f4bbc51befe // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20240125205218-1f4bbc51befe // indirect
gopkg.in/evanphx/json-patch.v5 v5.7.0 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
knative.dev/pkg v0.0.0-20241026180704-25f6002b00f3 // indirect
)
require (
github.com/AdaLogics/go-fuzz-headers v0.0.0-20230811130428-ced1acdcaa24 // indirect
github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 // indirect
github.com/BurntSushi/toml v1.4.1-0.20240526193622-a339e1f7089c // indirect
github.com/BurntSushi/toml v1.3.2 // indirect
github.com/MakeNowJust/heredoc v1.0.0 // indirect
github.com/Masterminds/goutils v1.1.1 // indirect
github.com/Masterminds/semver/v3 v3.3.0 // indirect
github.com/Masterminds/sprig/v3 v3.3.0 // indirect
github.com/Masterminds/semver/v3 v3.2.1 // indirect
github.com/Masterminds/sprig/v3 v3.2.3 // indirect
github.com/Masterminds/squirrel v1.5.4 // indirect
github.com/aquasecurity/defsec v0.93.1 // indirect
github.com/aquasecurity/go-dep-parser v0.0.0-20231030050624-4548cca9a5c9 // indirect
github.com/aquasecurity/table v1.8.0 // indirect
github.com/aquasecurity/tml v0.6.1 // indirect
github.com/aquasecurity/trivy v0.47.0 // indirect
github.com/aquasecurity/trivy-db v0.0.0-20231020043206-3770774790ce // indirect
github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
github.com/beorn7/perks v1.0.1 // indirect
github.com/cespare/xxhash/v2 v2.3.0 // indirect
github.com/chai2010/gettext-go v1.0.3 // indirect
github.com/containerd/containerd v1.7.29 // indirect
github.com/cyphar/filepath-securejoin v0.3.6 // indirect
github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/chai2010/gettext-go v1.0.2 // indirect
github.com/containerd/containerd v1.7.11 // indirect
github.com/cyphar/filepath-securejoin v0.2.4 // indirect
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
github.com/docker/cli v26.1.4+incompatible // indirect
github.com/docker/cli v24.0.7+incompatible // indirect
github.com/docker/distribution v2.8.3+incompatible // indirect
github.com/docker/docker v28.3.0+incompatible // indirect
github.com/docker/docker-credential-helpers v0.8.2 // indirect
github.com/docker/go-connections v0.5.0 // indirect
github.com/docker/docker v24.0.7+incompatible // indirect
github.com/docker/docker-credential-helpers v0.8.0 // indirect
github.com/docker/go-connections v0.4.0 // indirect
github.com/docker/go-metrics v0.0.1 // indirect
github.com/emicklei/go-restful/v3 v3.12.1 // indirect
github.com/evanphx/json-patch v5.9.0+incompatible // indirect
github.com/docker/go-units v0.5.0 // indirect
github.com/emicklei/go-restful/v3 v3.11.0 // indirect
github.com/evanphx/json-patch v5.7.0+incompatible // indirect
github.com/exponent-io/jsonpath v0.0.0-20210407135951-1de76d718b3f // indirect
github.com/fsnotify/fsnotify v1.8.0 // indirect
github.com/fsnotify/fsnotify v1.7.0 // indirect
github.com/go-errors/errors v1.5.1 // indirect
github.com/go-gorp/gorp/v3 v3.1.0 // indirect
github.com/go-logr/logr v1.4.2 // indirect
github.com/go-logr/logr v1.3.0 // indirect
github.com/go-logr/stdr v1.2.2 // indirect
github.com/go-openapi/jsonpointer v0.21.0 // indirect
github.com/go-openapi/jsonreference v0.21.0 // indirect
github.com/go-openapi/swag v0.23.0 // indirect
github.com/go-openapi/jsonpointer v0.20.0 // indirect
github.com/go-openapi/jsonreference v0.20.2 // indirect
github.com/go-openapi/swag v0.22.4 // indirect
github.com/gobwas/glob v0.2.3 // indirect
github.com/gogo/protobuf v1.3.2 // indirect
github.com/golang/protobuf v1.5.4 // indirect
github.com/golang/protobuf v1.5.3 // indirect
github.com/google/btree v1.1.2 // indirect
github.com/google/gnostic v0.7.0
github.com/google/go-cmp v0.7.0 // indirect
github.com/google/go-cmp v0.6.0 // indirect
github.com/google/go-containerregistry v0.16.1 // indirect
github.com/google/gofuzz v1.2.0 // indirect
github.com/google/shlex v0.0.0-20191202100458-e7afc7fbc510 // indirect
github.com/google/uuid v1.6.0 // indirect
github.com/gorilla/mux v1.8.1 // indirect
github.com/google/uuid v1.5.0 // indirect
github.com/gorilla/mux v1.8.0 // indirect
github.com/gosuri/uitable v0.0.4 // indirect
github.com/gregjones/httpcache v0.0.0-20190611155906-901d90724c79 // indirect
github.com/hashicorp/errwrap v1.1.0 // indirect
github.com/hashicorp/go-multierror v1.1.1 // indirect
github.com/hashicorp/hcl v1.0.0 // indirect
github.com/huandu/xstrings v1.5.0 // indirect
github.com/huandu/xstrings v1.4.0 // indirect
github.com/imdario/mergo v0.3.16 // indirect
github.com/inconshreveable/mousetrap v1.1.0 // indirect
github.com/jmoiron/sqlx v1.4.0 // indirect
github.com/jmoiron/sqlx v1.3.5 // indirect
github.com/josharian/intern v1.0.0 // indirect
github.com/json-iterator/go v1.1.12 // indirect
github.com/klauspost/compress v1.18.0 // indirect
github.com/klauspost/compress v1.17.2 // indirect
github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 // indirect
github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 // indirect
github.com/lib/pq v1.10.9 // indirect
github.com/liggitt/tabwriter v0.0.0-20181228230101-89fcab3d43de // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/masahiro331/go-xfs-filesystem v0.0.0-20230608043311-a335f4599b70 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mattn/go-runewidth v0.0.16 // indirect
github.com/mattn/go-runewidth v0.0.15 // indirect
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect
github.com/mitchellh/copystructure v1.2.0 // indirect
github.com/mitchellh/go-wordwrap v1.0.1 // indirect
github.com/mitchellh/mapstructure v1.5.0 // indirect
github.com/mitchellh/reflectwalk v1.0.2 // indirect
github.com/moby/locker v1.0.1 // indirect
github.com/moby/spdystream v0.5.0 // indirect
github.com/moby/spdystream v0.2.0 // indirect
github.com/moby/term v0.5.0 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/monochromegane/go-gitignore v0.0.0-20200626010858-205db1a8cc00 // indirect
github.com/morikuni/aec v1.0.0 // indirect
github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
github.com/opencontainers/go-digest v1.0.0 // indirect
github.com/opencontainers/image-spec v1.1.0 // indirect
github.com/pelletier/go-toml/v2 v2.2.3 // indirect
github.com/opencontainers/image-spec v1.1.0-rc5 // indirect
github.com/pelletier/go-toml/v2 v2.1.0 // indirect
github.com/peterbourgon/diskv v2.0.1+incompatible // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 // indirect
github.com/prometheus/client_golang v1.23.0-rc.1
github.com/prometheus/client_model v0.6.2 // indirect
github.com/prometheus/common v0.65.1-0.20250703115700-7f8b2a0d32d3 // indirect
github.com/prometheus/procfs v0.16.1 // indirect
github.com/rivo/uniseg v0.4.7 // indirect
github.com/prometheus/client_golang v1.18.0
github.com/prometheus/client_model v0.5.0 // indirect
github.com/prometheus/common v0.45.0 // indirect
github.com/prometheus/procfs v0.12.0 // indirect
github.com/rivo/uniseg v0.4.4 // indirect
github.com/robfig/cron/v3 v3.0.1
github.com/rubenv/sql-migrate v1.7.1 // indirect
github.com/rubenv/sql-migrate v1.5.2 // indirect
github.com/russross/blackfriday/v2 v2.1.0 // indirect
github.com/shopspring/decimal v1.4.0 // indirect
github.com/samber/lo v1.38.1 // indirect
github.com/shopspring/decimal v1.3.1 // indirect
github.com/sirupsen/logrus v1.9.3 // indirect
github.com/spdx/tools-golang v0.5.3 // indirect
github.com/spf13/afero v1.11.0 // indirect
github.com/spf13/cast v1.7.1 // indirect
github.com/spf13/cast v1.6.0 // indirect
github.com/spf13/pflag v1.0.5 // indirect
github.com/subosito/gotenv v1.6.0 // indirect
github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
github.com/xeipuuv/gojsonschema v1.2.0 // indirect
github.com/xlab/treeprint v1.2.0 // indirect
go.opentelemetry.io/otel v1.36.0 // indirect
go.opentelemetry.io/otel/trace v1.36.0 // indirect
go.opentelemetry.io/otel v1.21.0 // indirect
go.opentelemetry.io/otel/trace v1.21.0 // indirect
go.starlark.net v0.0.0-20231016134836-22325403fcb3 // indirect
go.uber.org/multierr v1.11.0 // indirect
go.uber.org/zap v1.27.0
golang.org/x/crypto v0.40.0 // indirect
golang.org/x/exp v0.0.0-20250218142911-aa4b98e5adaa // indirect
golang.org/x/net v0.42.0
golang.org/x/oauth2 v0.30.0 // indirect
golang.org/x/sync v0.16.0 // indirect
golang.org/x/sys v0.36.0 // indirect
golang.org/x/text v0.27.0 // indirect
golang.org/x/time v0.12.0 // indirect
google.golang.org/grpc v1.73.0
google.golang.org/protobuf v1.36.6 // indirect
go.uber.org/zap v1.26.0
golang.org/x/crypto v0.18.0 // indirect
golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa // indirect
golang.org/x/net v0.20.0
golang.org/x/oauth2 v0.16.0 // indirect
golang.org/x/sync v0.5.0 // indirect
golang.org/x/sys v0.16.0 // indirect
golang.org/x/text v0.14.0 // indirect
golang.org/x/time v0.5.0 // indirect
golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
google.golang.org/appengine v1.6.8 // indirect
google.golang.org/grpc v1.61.0
google.golang.org/protobuf v1.32.0 // indirect
gopkg.in/inf.v0 v0.9.1 // indirect
gopkg.in/ini.v1 v1.67.0 // indirect
k8s.io/apiextensions-apiserver v0.32.2
k8s.io/apiserver v0.32.2 // indirect
k8s.io/cli-runtime v0.32.2 // indirect
k8s.io/component-base v0.32.2 // indirect
k8s.io/klog/v2 v2.130.1 // indirect
k8s.io/kube-openapi v0.0.0-20241105132330-32ad38e42d3f // indirect
k8s.io/utils v0.0.0-20250604170112-4c0f3b243397
oras.land/oras-go v1.2.5 // indirect
sigs.k8s.io/json v0.0.0-20241010143419-9aa6b5e7a4b3 // indirect
sigs.k8s.io/kustomize/api v0.18.0 // indirect
sigs.k8s.io/kustomize/kyaml v0.18.1 // indirect
sigs.k8s.io/structured-merge-diff/v4 v4.4.2 // indirect
k8s.io/apiextensions-apiserver v0.28.4
k8s.io/apiserver v0.28.4 // indirect
k8s.io/cli-runtime v0.28.4 // indirect
k8s.io/component-base v0.28.4 // indirect
k8s.io/klog/v2 v2.100.1 // indirect
k8s.io/kube-openapi v0.0.0-20231010175941-2dd684a91f00 // indirect
k8s.io/utils v0.0.0-20230726121419-3b25d923346b // indirect
oras.land/oras-go v1.2.4 // indirect
sigs.k8s.io/json v0.0.0-20221116044647-bc3834ca7abd // indirect
sigs.k8s.io/kustomize/api v0.15.0 // indirect
sigs.k8s.io/kustomize/kyaml v0.15.0 // indirect
sigs.k8s.io/structured-merge-diff/v4 v4.4.0 // indirect
sigs.k8s.io/yaml v1.4.0 // indirect
)
// v1.2.0 is taken from github.com/open-policy-agent/opa v0.42.0
// v1.2.0 incompatible with github.com/docker/docker v23.0.0-rc.1+incompatible
//replace oras.land/oras-go => oras.land/oras-go v1.2.4
replace github.com/docker/docker => github.com/docker/docker v28.0.4+incompatible
replace dario.cat/mergo => github.com/imdario/mergo v1.0.1
replace oras.land/oras-go => oras.land/oras-go v1.2.4

2158
go.sum

File diff suppressed because it is too large Load Diff

View File

@@ -2,20 +2,12 @@ package ai
import (
"context"
"errors"
"encoding/json"
"fmt"
"os"
"regexp"
"strings"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai/bedrock_support"
"github.com/aws/aws-sdk-go-v2/aws"
awsconfig "github.com/aws/aws-sdk-go-v2/config"
"github.com/aws/aws-sdk-go-v2/service/bedrock"
"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
"github.com/aws/smithy-go/middleware"
smithyhttp "github.com/aws/smithy-go/transport/http"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/aws/aws-sdk-go/service/bedrockruntime"
)
const amazonbedrockAIClientName = "amazonbedrock"
@@ -24,16 +16,18 @@ const amazonbedrockAIClientName = "amazonbedrock"
type AmazonBedRockClient struct {
nopCloser
client BedrockRuntimeAPI
mgmtClient BedrockManagementAPI
model *bedrock_support.BedrockModel
client *bedrockruntime.BedrockRuntime
model string
temperature float32
topP float32
maxTokens int
models []bedrock_support.BedrockModel
}
// AmazonCompletion BedRock support region list US East (N. Virginia),US West (Oregon),Asia Pacific (Singapore),Asia Pacific (Tokyo),Europe (Frankfurt)
// InvokeModelResponseBody represents the response body structure from the model invocation.
type InvokeModelResponseBody struct {
Completion string `json:"completion"`
Stop_reason string `json:"stop_reason"`
}
// Amazon BedRock support region list US East (N. Virginia),US West (Oregon),Asia Pacific (Singapore),Asia Pacific (Tokyo),Europe (Frankfurt)
// https://docs.aws.amazon.com/bedrock/latest/userguide/what-is-bedrock.html#bedrock-regions
const BEDROCK_DEFAULT_REGION = "us-east-1" // default use us-east-1 region
@@ -43,9 +37,6 @@ const (
AP_Southeast_1 = "ap-southeast-1"
AP_Northeast_1 = "ap-northeast-1"
EU_Central_1 = "eu-central-1"
AP_South_1 = "ap-south-1"
US_Gov_West_1 = "us-gov-west-1"
US_Gov_East_1 = "us-gov-east-1"
)
var BEDROCKER_SUPPORTED_REGION = []string{
@@ -54,297 +45,37 @@ var BEDROCKER_SUPPORTED_REGION = []string{
AP_Southeast_1,
AP_Northeast_1,
EU_Central_1,
AP_South_1,
US_Gov_West_1,
US_Gov_East_1,
}
var defaultModels = []bedrock_support.BedrockModel{
const (
ModelAnthropicClaudeV2 = "anthropic.claude-v2"
ModelAnthropicClaudeV1 = "anthropic.claude-v1"
ModelAnthropicClaudeInstantV1 = "anthropic.claude-instant-v1"
)
{
Name: "anthropic.claude-sonnet-4-20250514-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-sonnet-4-20250514-v1:0",
},
},
{
Name: "us.anthropic.claude-sonnet-4-20250514-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "us.anthropic.claude-sonnet-4-20250514-v1:0",
},
},
{
Name: "eu.anthropic.claude-sonnet-4-20250514-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "eu.anthropic.claude-sonnet-4-20250514-v1:0",
},
},
{
Name: "apac.anthropic.claude-sonnet-4-20250514-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "apac.anthropic.claude-sonnet-4-20250514-v1:0",
},
},
{
Name: "us.anthropic.claude-3-7-sonnet-20250219-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "us.anthropic.claude-3-7-sonnet-20250219-v1:0",
},
},
{
Name: "eu.anthropic.claude-3-7-sonnet-20250219-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "eu.anthropic.claude-3-7-sonnet-20250219-v1:0",
},
},
{
Name: "apac.anthropic.claude-3-7-sonnet-20250219-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "apac.anthropic.claude-3-7-sonnet-20250219-v1:0",
},
},
{
Name: "anthropic.claude-3-5-sonnet-20240620-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-5-sonnet-20240620-v1:0",
},
},
{
Name: "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
},
},
{
Name: "anthropic.claude-v2",
Completion: &bedrock_support.CohereCompletion{},
Response: &bedrock_support.CohereResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-v2",
},
},
{
Name: "anthropic.claude-v1",
Completion: &bedrock_support.CohereCompletion{},
Response: &bedrock_support.CohereResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-v1",
},
},
{
Name: "anthropic.claude-instant-v1",
Completion: &bedrock_support.CohereCompletion{},
Response: &bedrock_support.CohereResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-instant-v1",
},
},
{
Name: "ai21.j2-ultra-v1",
Completion: &bedrock_support.AI21{},
Response: &bedrock_support.AI21Response{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "ai21.j2-ultra-v1",
},
},
{
Name: "ai21.j2-jumbo-instruct",
Completion: &bedrock_support.AI21{},
Response: &bedrock_support.AI21Response{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "ai21.j2-jumbo-instruct",
},
},
{
Name: "amazon.titan-text-express-v1",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.AmazonResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "amazon.titan-text-express-v1",
},
},
{
Name: "amazon.nova-pro-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
// https://docs.aws.amazon.com/nova/latest/userguide/getting-started-api.html
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "amazon.nova-pro-v1:0",
},
},
{
Name: "eu.amazon.nova-pro-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
// https://docs.aws.amazon.com/nova/latest/userguide/getting-started-api.html
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "eu.amazon.nova-pro-v1:0",
},
},
{
Name: "us.amazon.nova-pro-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
// https://docs.aws.amazon.com/nova/latest/userguide/getting-started-api.html
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "us.amazon.nova-pro-v1:0",
},
},
{
Name: "amazon.nova-lite-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "amazon.nova-lite-v1:0",
},
},
{
Name: "eu.amazon.nova-lite-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "eu.amazon.nova-lite-v1:0",
},
},
{
Name: "us.amazon.nova-lite-v1:0",
Completion: &bedrock_support.AmazonCompletion{},
Response: &bedrock_support.NovaResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100, // max of 300k tokens
Temperature: 0.5,
TopP: 0.9,
ModelName: "us.amazon.nova-lite-v1:0",
},
},
{
Name: "anthropic.claude-3-haiku-20240307-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
// sensible defaults
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-haiku-20240307-v1:0",
},
},
var BEDROCK_MODELS = []string{
ModelAnthropicClaudeV2,
ModelAnthropicClaudeV1,
ModelAnthropicClaudeInstantV1,
}
// NewAmazonBedRockClient creates a new AmazonBedRockClient with the given models
func NewAmazonBedRockClient(models []bedrock_support.BedrockModel) *AmazonBedRockClient {
if models == nil {
models = defaultModels // Use default models if none provided
}
return &AmazonBedRockClient{
models: models,
// GetModelOrDefault check config model
func GetModelOrDefault(model string) string {
// Check if the provided model is in the list
for _, m := range BEDROCK_MODELS {
if m == model {
return model // Return the provided model
}
}
// Return the default model if the provided model is not in the list
return BEDROCK_MODELS[0]
}
// GetModelOrDefault check config region
func GetRegionOrDefault(region string) string {
if os.Getenv("AWS_DEFAULT_REGION") != "" {
region = os.Getenv("AWS_DEFAULT_REGION")
}
// Check if the provided model is in the list
for _, m := range BEDROCKER_SUPPORTED_REGION {
if m == region {
@@ -356,223 +87,40 @@ func GetRegionOrDefault(region string) string {
return BEDROCK_DEFAULT_REGION
}
func validateModelArn(model string) bool {
var re = regexp.MustCompile(`(?m)^arn:(?P<Partition>[^:\n]*):bedrock:(?P<Region>[^:\n]*):(?P<AccountID>[^:\n]*):(?P<Ignore>(?P<ResourceType>[^:\/\n]*)[:\/])?(?P<Resource>.*)$`)
return re.MatchString(model)
}
func validateInferenceProfileArn(inferenceProfile string) bool {
// Support both inference-profile and application-inference-profile formats
var re = regexp.MustCompile(`(?m)^arn:(?P<Partition>[^:\n]*):bedrock:(?P<Region>[^:\n]*):(?P<AccountID>[^:\n]*):(?:inference-profile|application-inference-profile)\/(?P<ProfileName>.+)$`)
return re.MatchString(inferenceProfile)
}
// Get model from string
func (a *AmazonBedRockClient) getModelFromString(model string) (*bedrock_support.BedrockModel, error) {
if model == "" {
return nil, errors.New("model name cannot be empty")
}
// Trim spaces from the model name
model = strings.TrimSpace(model)
// Try to find an exact match first
for i := range a.models {
if strings.EqualFold(model, a.models[i].Name) || strings.EqualFold(model, a.models[i].Config.ModelName) {
// Create a copy to avoid returning a pointer to a loop variable
modelCopy := a.models[i]
return &modelCopy, nil
}
}
supportedModels := make([]string, len(a.models))
for i, m := range a.models {
supportedModels[i] = m.Name
}
supportedRegions := BEDROCKER_SUPPORTED_REGION
// Pretty-print supported models and regions
modelList := ""
for _, m := range supportedModels {
modelList += " - " + m + "\n"
}
regionList := ""
for _, r := range supportedRegions {
regionList += " - " + r + "\n"
}
return nil, fmt.Errorf(
"model '%s' not found in supported models.\n\nSupported models:\n%sSupported regions:\n%s",
model, modelList, regionList,
)
}
// Configure configures the AmazonBedRockClient with the provided configuration.
func (a *AmazonBedRockClient) Configure(config IAIConfig) error {
// Initialize models if not already initialized
if a.models == nil {
a.models = defaultModels
// Create a new AWS session
providerRegion := GetRegionOrDefault(config.GetProviderRegion())
sess, err := session.NewSession(&aws.Config{
Region: aws.String(providerRegion),
})
if err != nil {
return err
}
// Get the model input
modelInput := config.GetModel()
// Determine the appropriate region to use
var region string
// Check if the model input is actually an inference profile ARN
if validateInferenceProfileArn(modelInput) {
// Extract the region from the inference profile ARN
arnParts := strings.Split(modelInput, ":")
if len(arnParts) >= 4 {
region = arnParts[3]
} else {
return fmt.Errorf("could not extract region from inference profile ARN: %s", modelInput)
}
} else {
// Use the provided region or default
region = GetRegionOrDefault(config.GetProviderRegion())
}
// Only create AWS clients if they haven't been injected (for testing)
if a.client == nil || a.mgmtClient == nil {
// Create a new AWS config with the determined region
cfg, err := awsconfig.LoadDefaultConfig(context.Background(),
awsconfig.WithRegion(region),
)
if err != nil {
if strings.Contains(err.Error(), "InvalidAccessKeyId") || strings.Contains(err.Error(), "SignatureDoesNotMatch") || strings.Contains(err.Error(), "NoCredentialProviders") {
return fmt.Errorf("AWS credentials are invalid or missing. Please check your AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables or AWS config. Details: %v", err)
}
return fmt.Errorf("failed to load AWS config for region %s: %w", region, err)
}
// Create clients with the config
a.client = bedrockruntime.NewFromConfig(cfg)
a.mgmtClient = bedrock.NewFromConfig(cfg)
}
// Handle model selection based on input type
if validateInferenceProfileArn(modelInput) {
// Get the inference profile details
profile, err := a.getInferenceProfile(context.Background(), modelInput)
if err != nil {
return fmt.Errorf("failed to get inference profile: %v", err)
}
// Extract the model ID from the inference profile
modelID, err := a.extractModelFromInferenceProfile(profile)
if err != nil {
return fmt.Errorf("failed to extract model ID from inference profile: %v", err)
}
// Find the model configuration for the extracted model ID
foundModel, err := a.getModelFromString(modelID)
if err != nil {
// Instead of failing, use a generic config for completion/response
// But still warn user
return fmt.Errorf("failed to find model configuration for %s: %v", modelID, err)
}
// Use the found model config for completion/response, but set ModelName to the profile ARN
a.model = foundModel
a.model.Config.ModelName = modelInput
// Mark that we're using an inference profile
// (could add a field if needed)
} else {
// Regular model ID provided
foundModel, err := a.getModelFromString(modelInput)
if err != nil {
return fmt.Errorf("model '%s' is not supported: %v", modelInput, err)
}
a.model = foundModel
a.model.Config.ModelName = foundModel.Config.ModelName
}
// Set common configuration parameters
// Create a new BedrockRuntime client
a.client = bedrockruntime.New(sess)
a.model = GetModelOrDefault(config.GetModel())
a.temperature = config.GetTemperature()
a.topP = config.GetTopP()
a.maxTokens = config.GetMaxTokens()
return nil
}
// getInferenceProfile retrieves the inference profile details from Amazon Bedrock
func (a *AmazonBedRockClient) getInferenceProfile(ctx context.Context, inferenceProfileARN string) (*bedrock.GetInferenceProfileOutput, error) {
// Extract the profile ID from the ARN
// ARN format: arn:aws:bedrock:region:account-id:inference-profile/profile-id
// or arn:aws:bedrock:region:account-id:application-inference-profile/profile-id
parts := strings.Split(inferenceProfileARN, "/")
if len(parts) != 2 {
return nil, fmt.Errorf("invalid inference profile ARN format: %s", inferenceProfileARN)
}
profileID := parts[1]
// Create the input for the GetInferenceProfile API call
input := &bedrock.GetInferenceProfileInput{
InferenceProfileIdentifier: aws.String(profileID),
}
// Call the GetInferenceProfile API
output, err := a.mgmtClient.GetInferenceProfile(ctx, input)
if err != nil {
return nil, fmt.Errorf("failed to get inference profile: %w", err)
}
return output, nil
}
// extractModelFromInferenceProfile extracts the model ID from the inference profile
func (a *AmazonBedRockClient) extractModelFromInferenceProfile(profile *bedrock.GetInferenceProfileOutput) (string, error) {
if profile == nil || len(profile.Models) == 0 {
return "", fmt.Errorf("inference profile does not contain any models")
}
// Check if the first model has a non-nil ModelArn
if profile.Models[0].ModelArn == nil {
return "", fmt.Errorf("model information is missing in inference profile")
}
// Get the first model ARN from the profile
modelARN := aws.ToString(profile.Models[0].ModelArn)
if modelARN == "" {
return "", fmt.Errorf("model ARN is empty in inference profile")
}
// Extract the model ID from the ARN
// ARN format: arn:aws:bedrock:region::foundation-model/model-id
parts := strings.Split(modelARN, "/")
if len(parts) != 2 {
return "", fmt.Errorf("invalid model ARN format: %s", modelARN)
}
modelID := parts[1]
return modelID, nil
}
// GetCompletion sends a request to the model for generating completion based on the provided prompt.
func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
// override config defaults
a.model.Config.MaxTokens = a.maxTokens
a.model.Config.Temperature = a.temperature
a.model.Config.TopP = a.topP
supportedModels := make([]string, len(a.models))
for i, m := range a.models {
supportedModels[i] = m.Name
// Prepare the input data for the model invocation
request := map[string]interface{}{
"prompt": fmt.Sprintf("\n\nHuman: %s \n\nAssistant:", prompt),
"max_tokens_to_sample": 1024,
"temperature": a.temperature,
"top_p": 0.9,
}
// Allow valid inference profile ARNs as supported models
if !bedrock_support.IsModelSupported(a.model.Config.ModelName, supportedModels) && !validateInferenceProfileArn(a.model.Config.ModelName) {
return "", fmt.Errorf("model '%s' is not supported.\nSupported models:\n%s", a.model.Config.ModelName, func() string {
s := ""
for _, m := range supportedModels {
s += " - " + m + "\n"
}
return s
}())
}
body, err := a.model.Completion.GetCompletion(ctx, prompt, a.model.Config)
body, err := json.Marshal(request)
if err != nil {
return "", err
}
@@ -580,44 +128,23 @@ func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string)
// Build the parameters for the model invocation
params := &bedrockruntime.InvokeModelInput{
Body: body,
ModelId: aws.String(a.model.Config.ModelName),
ModelId: aws.String(a.model),
ContentType: aws.String("application/json"),
Accept: aws.String("application/json"),
}
// Detect if the model name is an inference profile ARN and set the header if so
var optFns []func(*bedrockruntime.Options)
if validateInferenceProfileArn(a.model.Config.ModelName) {
inferenceProfileArn := a.model.Config.ModelName
optFns = append(optFns, func(options *bedrockruntime.Options) {
options.APIOptions = append(options.APIOptions, func(stack *middleware.Stack) error {
return stack.Initialize.Add(middleware.InitializeMiddlewareFunc("InferenceProfileHeader", func(ctx context.Context, in middleware.InitializeInput, next middleware.InitializeHandler) (out middleware.InitializeOutput, metadata middleware.Metadata, err error) {
req, ok := in.Parameters.(*smithyhttp.Request)
if ok {
req.Header.Set("X-Amzn-Bedrock-Inference-Profile-ARN", inferenceProfileArn)
}
return next.HandleInitialize(ctx, in)
}), middleware.Before)
})
})
}
// Invoke the model
var resp *bedrockruntime.InvokeModelOutput
if len(optFns) > 0 {
resp, err = a.client.InvokeModel(ctx, params, optFns...)
} else {
resp, err = a.client.InvokeModel(ctx, params)
}
resp, err := a.client.InvokeModelWithContext(ctx, params)
if err != nil {
if strings.Contains(err.Error(), "InvalidAccessKeyId") || strings.Contains(err.Error(), "SignatureDoesNotMatch") || strings.Contains(err.Error(), "NoCredentialProviders") {
return "", fmt.Errorf("AWS credentials are invalid or missing. Please check your AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables or AWS config. Details: %v", err)
}
return "", err
}
// Parse the response
return a.model.Response.ParseResponse(resp.Body)
// Parse the response body
output := &InvokeModelResponseBody{}
err = json.Unmarshal(resp.Body, output)
if err != nil {
return "", err
}
return output.Completion, nil
}
// GetName returns the name of the AmazonBedRockClient.

View File

@@ -1,103 +0,0 @@
package ai
import (
"context"
"testing"
"github.com/aws/aws-sdk-go-v2/aws"
"github.com/aws/aws-sdk-go-v2/service/bedrock"
"github.com/aws/aws-sdk-go-v2/service/bedrock/types"
"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai/bedrock_support"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/mock"
)
// Mock for Bedrock Management Client
type MockBedrockClient struct {
mock.Mock
}
func (m *MockBedrockClient) GetInferenceProfile(ctx context.Context, params *bedrock.GetInferenceProfileInput, optFns ...func(*bedrock.Options)) (*bedrock.GetInferenceProfileOutput, error) {
args := m.Called(ctx, params)
if args.Get(0) == nil {
return nil, args.Error(1)
}
return args.Get(0).(*bedrock.GetInferenceProfileOutput), args.Error(1)
}
// Mock for Bedrock Runtime Client
type MockBedrockRuntimeClient struct {
mock.Mock
}
func (m *MockBedrockRuntimeClient) InvokeModel(ctx context.Context, params *bedrockruntime.InvokeModelInput, optFns ...func(*bedrockruntime.Options)) (*bedrockruntime.InvokeModelOutput, error) {
args := m.Called(ctx, params)
if args.Get(0) == nil {
return nil, args.Error(1)
}
return args.Get(0).(*bedrockruntime.InvokeModelOutput), args.Error(1)
}
// TestBedrockInferenceProfileARNWithMocks tests the inference profile ARN validation with mocks
func TestBedrockInferenceProfileARNWithMocks(t *testing.T) {
// Create test models
testModels := []bedrock_support.BedrockModel{
{
Name: "anthropic.claude-3-5-sonnet-20240620-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-5-sonnet-20240620-v1:0",
},
},
}
// Create a client with test models
client := &AmazonBedRockClient{models: testModels}
// Create mock clients
mockMgmtClient := new(MockBedrockClient)
mockRuntimeClient := new(MockBedrockRuntimeClient)
// Inject mock clients into the AmazonBedRockClient
client.mgmtClient = mockMgmtClient
client.client = mockRuntimeClient
// Test with a valid inference profile ARN
inferenceProfileARN := "arn:aws:bedrock:us-east-1:123456789012:inference-profile/my-profile"
// Setup mock response for GetInferenceProfile
mockMgmtClient.On("GetInferenceProfile", mock.Anything, &bedrock.GetInferenceProfileInput{
InferenceProfileIdentifier: aws.String("my-profile"),
}).Return(&bedrock.GetInferenceProfileOutput{
Models: []types.InferenceProfileModel{
{
ModelArn: aws.String("arn:aws:bedrock:us-east-1::foundation-model/anthropic.claude-3-5-sonnet-20240620-v1:0"),
},
},
}, nil)
// Configure the client with the inference profile ARN
config := AIProvider{
Model: inferenceProfileARN,
ProviderRegion: "us-east-1",
}
// Test the Configure method with the inference profile ARN
err := client.Configure(&config)
// Verify that the configuration was successful
assert.NoError(t, err)
assert.Equal(t, inferenceProfileARN, client.model.Config.ModelName)
// Verify that the mock was called
mockMgmtClient.AssertExpectations(t)
}

View File

@@ -1,262 +0,0 @@
package ai
import (
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai/bedrock_support"
"github.com/stretchr/testify/assert"
)
// Test models for unit testing
var testModels = []bedrock_support.BedrockModel{
{
Name: "anthropic.claude-3-5-sonnet-20240620-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-5-sonnet-20240620-v1:0",
},
},
{
Name: "anthropic.claude-3-5-sonnet-20241022-v2:0",
Completion: &bedrock_support.CohereCompletion{},
Response: &bedrock_support.CohereResponse{},
Config: bedrock_support.BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-5-sonnet-20241022-v2:0",
},
},
{
Name: "anthropic.claude-3-7-sonnet-20250219-v1:0",
Completion: &bedrock_support.CohereCompletion{},
Response: &bedrock_support.CohereResponse{},
Config: bedrock_support.BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: "anthropic.claude-3-7-sonnet-20250219-v1:0",
},
},
}
func TestBedrockModelConfig(t *testing.T) {
client := &AmazonBedRockClient{models: testModels}
// Should return error for ARN input (no exact match)
_, err := client.getModelFromString("arn:aws:bedrock:us-east-1:*:inference-policy/anthropic.claude-3-5-sonnet-20240620-v1:0")
assert.NotNil(t, err, "Should return error for ARN input")
}
func TestBedrockInvalidModel(t *testing.T) {
client := &AmazonBedRockClient{models: testModels}
// Should return error for invalid model name
_, err := client.getModelFromString("arn:aws:s3:us-east-1:*:inference-policy/anthropic.claude-3-5-sonnet-20240620-v1:0")
assert.NotNil(t, err, "Should return error for invalid model name")
}
func TestBedrockInferenceProfileARN(t *testing.T) {
// Create a mock client with test models
client := &AmazonBedRockClient{models: testModels}
// Test with a valid inference profile ARN
inferenceProfileARN := "arn:aws:bedrock:us-east-1:123456789012:inference-profile/my-profile"
config := AIProvider{
Model: inferenceProfileARN,
ProviderRegion: "us-east-1",
}
// This will fail in a real environment without mocks, but we're just testing the validation logic
err := client.Configure(&config)
// We expect an error since we can't actually call AWS in tests
assert.NotNil(t, err, "Error should not be nil without AWS mocks")
// Test with a valid application inference profile ARN
appInferenceProfileARN := "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/my-profile"
config = AIProvider{
Model: appInferenceProfileARN,
ProviderRegion: "us-east-1",
}
// This will fail in a real environment without mocks, but we're just testing the validation logic
err = client.Configure(&config)
// We expect an error since we can't actually call AWS in tests
assert.NotNil(t, err, "Error should not be nil without AWS mocks")
// Test with an invalid inference profile ARN format
invalidARN := "arn:aws:bedrock:us-east-1:123456789012:invalid-resource/my-profile"
config = AIProvider{
Model: invalidARN,
ProviderRegion: "us-east-1",
}
err = client.Configure(&config)
assert.NotNil(t, err, "Error should not be nil for invalid inference profile ARN format")
}
func TestBedrockGetCompletionInferenceProfile(t *testing.T) {
modelName := "arn:aws:bedrock:us-east-1:*:inference-policy/anthropic.claude-3-5-sonnet-20240620-v1:0"
var inferenceModelModels = []bedrock_support.BedrockModel{
{
Name: "anthropic.claude-3-5-sonnet-20240620-v1:0",
Completion: &bedrock_support.CohereMessagesCompletion{},
Response: &bedrock_support.CohereMessagesResponse{},
Config: bedrock_support.BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.5,
TopP: 0.9,
ModelName: modelName,
},
},
}
client := &AmazonBedRockClient{models: inferenceModelModels}
config := AIProvider{
Model: modelName,
}
err := client.Configure(&config)
assert.Nil(t, err, "Error should be nil")
assert.Equal(t, modelName, client.model.Config.ModelName, "Model name should match")
}
func TestGetModelFromString(t *testing.T) {
client := &AmazonBedRockClient{models: testModels}
tests := []struct {
name string
model string
wantModel string
wantErr bool
}{
{
name: "exact model name match",
model: "anthropic.claude-3-5-sonnet-20240620-v1:0",
wantModel: "anthropic.claude-3-5-sonnet-20240620-v1:0",
wantErr: false,
},
{
name: "partial model name match",
model: "claude-3-5-sonnet",
wantModel: "anthropic.claude-3-5-sonnet-20240620-v1:0",
wantErr: true,
},
{
name: "model name with different version",
model: "anthropic.claude-3-5-sonnet-20241022-v2:0",
wantModel: "anthropic.claude-3-5-sonnet-20241022-v2:0",
wantErr: false,
},
{
name: "non-existent model",
model: "non-existent-model",
wantModel: "",
wantErr: true,
},
{
name: "empty model name",
model: "",
wantModel: "",
wantErr: true,
},
{
name: "model name with extra spaces",
model: " anthropic.claude-3-5-sonnet-20240620-v1:0 ",
wantModel: "anthropic.claude-3-5-sonnet-20240620-v1:0",
wantErr: false,
},
{
name: "case insensitive match",
model: "ANTHROPIC.CLAUDE-3-5-SONNET-20240620-V1:0",
wantModel: "anthropic.claude-3-5-sonnet-20240620-v1:0",
wantErr: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
gotModel, err := client.getModelFromString(tt.model)
if (err != nil) != tt.wantErr {
t.Errorf("getModelFromString() error = %v, wantErr %v", err, tt.wantErr)
return
}
if !tt.wantErr && gotModel.Name != tt.wantModel {
t.Errorf("getModelFromString() = %v, want %v", gotModel.Name, tt.wantModel)
}
})
}
}
// TestDefaultModels tests that the client works with default models
func TestDefaultModels(t *testing.T) {
client := &AmazonBedRockClient{}
// Configure should initialize default models
err := client.Configure(&AIProvider{
Model: "anthropic.claude-v2",
})
assert.NoError(t, err, "Configure should not return an error")
assert.NotNil(t, client.models, "Models should be initialized")
assert.NotEmpty(t, client.models, "Models should not be empty")
// Test finding a default model
model, err := client.getModelFromString("anthropic.claude-v2")
assert.NoError(t, err, "Should find the model")
assert.Equal(t, "anthropic.claude-v2", model.Name, "Should find the correct model")
}
func TestValidateInferenceProfileArn(t *testing.T) {
tests := []struct {
name string
arn string
valid bool
}{
{
name: "valid inference profile ARN",
arn: "arn:aws:bedrock:us-east-1:123456789012:inference-profile/my-profile",
valid: true,
},
{
name: "valid application inference profile ARN",
arn: "arn:aws:bedrock:us-east-1:123456789012:application-inference-profile/my-profile",
valid: true,
},
{
name: "invalid service in ARN",
arn: "arn:aws:s3:us-east-1:123456789012:inference-profile/my-profile",
valid: false,
},
{
name: "invalid resource type in ARN",
arn: "arn:aws:bedrock:us-east-1:123456789012:model/my-profile",
valid: false,
},
{
name: "malformed ARN",
arn: "arn:aws:bedrock:us-east-1:inference-profile/my-profile",
valid: false,
},
{
name: "not an ARN",
arn: "not-an-arn",
valid: false,
},
{
name: "empty string",
arn: "",
valid: false,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
result := validateInferenceProfileArn(tt.arn)
assert.Equal(t, tt.valid, result, "validateInferenceProfileArn() result should match expected")
})
}
}

View File

@@ -33,7 +33,6 @@ type SageMakerAIClient struct {
temperature float32
endpoint string
topP float32
topK int32
maxTokens int
}
@@ -57,7 +56,6 @@ type Message struct {
type Parameters struct {
MaxNewTokens int `json:"max_new_tokens"`
TopP float64 `json:"top_p"`
TopK float64 `json:"top_k"`
Temperature float64 `json:"temperature"`
}
@@ -76,7 +74,6 @@ func (c *SageMakerAIClient) Configure(config IAIConfig) error {
c.temperature = config.GetTemperature()
c.maxTokens = config.GetMaxTokens()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
return nil
}
@@ -93,7 +90,6 @@ func (c *SageMakerAIClient) GetCompletion(_ context.Context, prompt string) (str
Parameters: Parameters{
MaxNewTokens: int(c.maxTokens),
TopP: float64(c.topP),
TopK: float64(c.topK),
Temperature: float64(c.temperature),
},
}

View File

@@ -3,8 +3,6 @@ package ai
import (
"context"
"errors"
"net/http"
"net/url"
"github.com/sashabaranov/go-openai"
)
@@ -17,16 +15,13 @@ type AzureAIClient struct {
client *openai.Client
model string
temperature float32
// organizationId string
}
func (c *AzureAIClient) Configure(config IAIConfig) error {
token := config.GetPassword()
baseURL := config.GetBaseURL()
engine := config.GetEngine()
proxyEndpoint := config.GetProxyEndpoint()
defaultConfig := openai.DefaultAzureConfig(token, baseURL)
orgId := config.GetOrganizationId()
defaultConfig.AzureModelMapperFunc = func(model string) string {
// If you use a deployment name different from the model name, you can customize the AzureModelMapperFunc function
@@ -36,24 +31,6 @@ func (c *AzureAIClient) Configure(config IAIConfig) error {
return azureModelMapping[model]
}
if proxyEndpoint != "" {
proxyUrl, err := url.Parse(proxyEndpoint)
if err != nil {
return err
}
transport := &http.Transport{
Proxy: http.ProxyURL(proxyUrl),
}
defaultConfig.HTTPClient = &http.Client{
Transport: transport,
}
}
if orgId != "" {
defaultConfig.OrgID = orgId
}
client := openai.NewClientWithConfig(defaultConfig)
if client == nil {
return errors.New("error creating Azure OpenAI client")

View File

@@ -1,18 +0,0 @@
package ai
import (
"context"
"github.com/aws/aws-sdk-go-v2/service/bedrock"
"github.com/aws/aws-sdk-go-v2/service/bedrockruntime"
)
// BedrockManagementAPI defines the interface for Bedrock management operations
type BedrockManagementAPI interface {
GetInferenceProfile(ctx context.Context, params *bedrock.GetInferenceProfileInput, optFns ...func(*bedrock.Options)) (*bedrock.GetInferenceProfileOutput, error)
}
// BedrockRuntimeAPI defines the interface for Bedrock runtime operations
type BedrockRuntimeAPI interface {
InvokeModel(ctx context.Context, params *bedrockruntime.InvokeModelInput, optFns ...func(*bedrockruntime.Options)) (*bedrockruntime.InvokeModelOutput, error)
}

View File

@@ -1,140 +0,0 @@
package bedrock_support
import (
"context"
"encoding/json"
"fmt"
"strings"
)
type ICompletion interface {
GetCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error)
}
type CohereCompletion struct {
completion ICompletion
}
func (a *CohereCompletion) GetCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
request := map[string]interface{}{
"prompt": fmt.Sprintf("\n\nHuman: %s \n\nAssistant:", prompt),
"max_tokens_to_sample": modelConfig.MaxTokens,
"temperature": modelConfig.Temperature,
"top_p": modelConfig.TopP,
}
body, err := json.Marshal(request)
if err != nil {
return []byte{}, err
}
return body, nil
}
type CohereMessagesCompletion struct {
completion ICompletion
}
func (a *CohereMessagesCompletion) GetCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
request := map[string]interface{}{
"max_tokens": modelConfig.MaxTokens,
"temperature": modelConfig.Temperature,
"top_p": modelConfig.TopP,
"anthropic_version": "bedrock-2023-05-31", // Or another valid version
"messages": []map[string]interface{}{
{
"role": "user",
"content": prompt,
},
},
}
body, err := json.Marshal(request)
if err != nil {
return []byte{}, err
}
return body, nil
}
type AI21 struct {
completion ICompletion
}
func (a *AI21) GetCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
request := map[string]interface{}{
"prompt": prompt,
"maxTokens": modelConfig.MaxTokens,
"temperature": modelConfig.Temperature,
"topP": modelConfig.TopP,
}
body, err := json.Marshal(request)
if err != nil {
return []byte{}, err
}
return body, nil
}
type AmazonCompletion struct {
completion ICompletion
}
// Accepts a list of supported model names
func IsModelSupported(modelName string, supportedModels []string) bool {
for _, supportedModel := range supportedModels {
if strings.EqualFold(modelName, supportedModel) {
return true
}
}
return false
}
// Note: The caller should check model support before calling GetCompletion.
func (a *AmazonCompletion) GetCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
if a == nil || modelConfig.ModelName == "" {
return nil, fmt.Errorf("no model name provided to Bedrock completion")
}
if strings.Contains(modelConfig.ModelName, "nova") {
return a.GetNovaCompletion(ctx, prompt, modelConfig)
} else {
return a.GetDefaultCompletion(ctx, prompt, modelConfig)
}
}
func (a *AmazonCompletion) GetDefaultCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
request := map[string]interface{}{
"inputText": fmt.Sprintf("\n\nUser: %s", prompt),
"textGenerationConfig": map[string]interface{}{
"maxTokenCount": modelConfig.MaxTokens,
"temperature": modelConfig.Temperature,
"topP": modelConfig.TopP,
},
}
body, err := json.Marshal(request)
if err != nil {
return []byte{}, err
}
return body, nil
}
func (a *AmazonCompletion) GetNovaCompletion(ctx context.Context, prompt string, modelConfig BedrockModelConfig) ([]byte, error) {
request := map[string]interface{}{
"inferenceConfig": map[string]interface{}{
"max_new_tokens": modelConfig.MaxTokens,
"temperature": modelConfig.Temperature,
"topP": modelConfig.TopP,
},
"messages": []map[string]interface{}{
{
"role": "user",
"content": []map[string]interface{}{
{
"text": prompt,
},
},
},
},
}
body, err := json.Marshal(request)
if err != nil {
return []byte{}, err
}
return body, nil
}

View File

@@ -1,182 +0,0 @@
package bedrock_support
import (
"context"
"encoding/json"
"testing"
"github.com/stretchr/testify/assert"
)
func TestCohereCompletion_GetCompletion(t *testing.T) {
completion := &CohereCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.7,
TopP: 0.9,
}
prompt := "Test prompt"
body, err := completion.GetCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
assert.Equal(t, "\n\nHuman: Test prompt \n\nAssistant:", request["prompt"])
assert.Equal(t, 100, int(request["max_tokens_to_sample"].(float64)))
assert.Equal(t, 0.7, request["temperature"])
assert.Equal(t, 0.9, request["top_p"])
}
func TestAI21_GetCompletion(t *testing.T) {
completion := &AI21{}
modelConfig := BedrockModelConfig{
MaxTokens: 150,
Temperature: 0.6,
TopP: 0.8,
}
prompt := "Another test prompt"
body, err := completion.GetCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
assert.Equal(t, "Another test prompt", request["prompt"])
assert.Equal(t, 150, int(request["maxTokens"].(float64)))
assert.Equal(t, 0.6, request["temperature"])
assert.Equal(t, 0.8, request["topP"])
}
func TestAmazonCompletion_GetDefaultCompletion(t *testing.T) {
completion := &AmazonCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 200,
Temperature: 0.5,
TopP: 0.7,
ModelName: "amazon.titan-text-express-v1",
}
prompt := "Default test prompt"
body, err := completion.GetDefaultCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
assert.Equal(t, "\n\nUser: Default test prompt", request["inputText"])
textConfig := request["textGenerationConfig"].(map[string]interface{})
assert.Equal(t, 200, int(textConfig["maxTokenCount"].(float64)))
assert.Equal(t, 0.5, textConfig["temperature"])
assert.Equal(t, 0.7, textConfig["topP"])
}
func TestAmazonCompletion_GetNovaCompletion(t *testing.T) {
completion := &AmazonCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 250,
Temperature: 0.4,
TopP: 0.6,
ModelName: "amazon.nova-pro-v1:0",
}
prompt := "Nova test prompt"
body, err := completion.GetNovaCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
inferenceConfig := request["inferenceConfig"].(map[string]interface{})
assert.Equal(t, 250, int(inferenceConfig["max_new_tokens"].(float64)))
assert.Equal(t, 0.4, inferenceConfig["temperature"])
assert.Equal(t, 0.6, inferenceConfig["topP"])
messages := request["messages"].([]interface{})
message := messages[0].(map[string]interface{})
content := message["content"].([]interface{})
contentMap := content[0].(map[string]interface{})
assert.Equal(t, "Nova test prompt", contentMap["text"])
}
func TestAmazonCompletion_GetCompletion_Nova(t *testing.T) {
completion := &AmazonCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 250,
Temperature: 0.4,
TopP: 0.6,
ModelName: "amazon.nova-pro-v1:0",
}
prompt := "Nova test prompt"
body, err := completion.GetCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
inferenceConfig := request["inferenceConfig"].(map[string]interface{})
assert.Equal(t, 250, int(inferenceConfig["max_new_tokens"].(float64)))
assert.Equal(t, 0.4, inferenceConfig["temperature"])
assert.Equal(t, 0.6, inferenceConfig["topP"])
messages := request["messages"].([]interface{})
message := messages[0].(map[string]interface{})
content := message["content"].([]interface{})
contentMap := content[0].(map[string]interface{})
assert.Equal(t, "Nova test prompt", contentMap["text"])
}
func TestAmazonCompletion_GetCompletion_Default(t *testing.T) {
completion := &AmazonCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 200,
Temperature: 0.5,
TopP: 0.7,
ModelName: "amazon.titan-text-express-v1",
}
prompt := "Default test prompt"
body, err := completion.GetCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
var request map[string]interface{}
err = json.Unmarshal(body, &request)
assert.NoError(t, err)
assert.Equal(t, "\n\nUser: Default test prompt", request["inputText"])
textConfig := request["textGenerationConfig"].(map[string]interface{})
assert.Equal(t, 200, int(textConfig["maxTokenCount"].(float64)))
assert.Equal(t, 0.5, textConfig["temperature"])
assert.Equal(t, 0.7, textConfig["topP"])
}
func TestAmazonCompletion_GetCompletion_Inference_Profile(t *testing.T) {
completion := &AmazonCompletion{}
modelConfig := BedrockModelConfig{
MaxTokens: 200,
Temperature: 0.5,
TopP: 0.7,
ModelName: "arn:aws:bedrock:us-east-1:*:inference-policy/anthropic.claude-3-5-sonnet-20240620-v1:0",
}
prompt := "Test prompt"
_, err := completion.GetCompletion(context.Background(), prompt, modelConfig)
assert.NoError(t, err)
}
func TestIsModelSupported(t *testing.T) {
supported := []string{
"anthropic.claude-v2",
"anthropic.claude-v1",
}
assert.True(t, IsModelSupported("anthropic.claude-v2", supported))
assert.False(t, IsModelSupported("unsupported-model", supported))
}

View File

@@ -1,14 +0,0 @@
package bedrock_support
type BedrockModelConfig struct {
MaxTokens int
Temperature float32
TopP float32
ModelName string
}
type BedrockModel struct {
Name string
Completion ICompletion
Response IResponse
Config BedrockModelConfig
}

View File

@@ -1,59 +0,0 @@
package bedrock_support
import (
"context"
"testing"
"github.com/stretchr/testify/assert"
)
func TestBedrockModelConfig(t *testing.T) {
config := BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.7,
TopP: 0.9,
ModelName: "test-model",
}
assert.Equal(t, 100, config.MaxTokens)
assert.Equal(t, float32(0.7), config.Temperature)
assert.Equal(t, float32(0.9), config.TopP)
assert.Equal(t, "test-model", config.ModelName)
}
func TestBedrockModel(t *testing.T) {
completion := &MockCompletion{}
response := &MockResponse{}
config := BedrockModelConfig{
MaxTokens: 100,
Temperature: 0.7,
TopP: 0.9,
ModelName: "test-model",
}
model := BedrockModel{
Name: "Test Model",
Completion: completion,
Response: response,
Config: config,
}
assert.Equal(t, "Test Model", model.Name)
assert.Equal(t, completion, model.Completion)
assert.Equal(t, response, model.Response)
assert.Equal(t, config, model.Config)
}
// MockCompletion is a mock implementation of the ICompletion interface
type MockCompletion struct{}
func (m *MockCompletion) GetCompletion(ctx context.Context, prompt string, config BedrockModelConfig) ([]byte, error) {
return []byte(`{"prompt": "mock prompt"}`), nil
}
// MockResponse is a mock implementation of the IResponse interface
type MockResponse struct{}
func (m *MockResponse) ParseResponse(body []byte) (string, error) {
return "mock response", nil
}

View File

@@ -1,155 +0,0 @@
package bedrock_support
import (
"encoding/json"
)
type IResponse interface {
ParseResponse(rawResponse []byte) (string, error)
}
type CohereMessagesResponse struct {
response IResponse
}
func (a *CohereMessagesResponse) ParseResponse(rawResponse []byte) (string, error) {
type InvokeModelResponseBody struct {
ID string `json:"id"`
Type string `json:"type"`
Role string `json:"role"`
Model string `json:"model"`
Content []struct {
Type string `json:"type"`
Text string `json:"text"`
} `json:"content"`
StopReason string `json:"stop_reason"`
StopSequence interface{} `json:"stop_sequence"` // Could be null
Usage struct {
InputTokens int `json:"input_tokens"`
OutputTokens int `json:"output_tokens"`
} `json:"usage"`
}
output := &InvokeModelResponseBody{}
err := json.Unmarshal(rawResponse, output)
if err != nil {
return "", err
}
// Extract the text content from the Content array
var resultText string
for _, content := range output.Content {
if content.Type == "text" {
resultText += content.Text
}
}
return resultText, nil
}
type CohereResponse struct {
response IResponse
}
func (a *CohereResponse) ParseResponse(rawResponse []byte) (string, error) {
type InvokeModelResponseBody struct {
Completion string `json:"completion"`
Stop_reason string `json:"stop_reason"`
}
output := &InvokeModelResponseBody{}
err := json.Unmarshal(rawResponse, output)
if err != nil {
return "", err
}
return output.Completion, nil
}
type AI21Response struct {
response IResponse
}
func (a *AI21Response) ParseResponse(rawResponse []byte) (string, error) {
type Data struct {
Text string `json:"text"`
}
type Completion struct {
Data Data `json:"data"`
}
type InvokeModelResponseBody struct {
Completions []Completion `json:"completions"`
}
output := &InvokeModelResponseBody{}
err := json.Unmarshal(rawResponse, output)
if err != nil {
return "", err
}
return output.Completions[0].Data.Text, nil
}
type AmazonResponse struct {
response IResponse
}
type NovaResponse struct {
response NResponse
}
type NResponse interface {
ParseResponse(rawResponse []byte) (string, error)
}
func (a *AmazonResponse) ParseResponse(rawResponse []byte) (string, error) {
type Result struct {
TokenCount int `json:"tokenCount"`
OutputText string `json:"outputText"`
CompletionReason string `json:"completionReason"`
}
type InvokeModelResponseBody struct {
InputTextTokenCount int `json:"inputTextTokenCount"`
Results []Result `json:"results"`
}
output := &InvokeModelResponseBody{}
err := json.Unmarshal(rawResponse, output)
if err != nil {
return "", err
}
return output.Results[0].OutputText, nil
}
func (a *NovaResponse) ParseResponse(rawResponse []byte) (string, error) {
type Content struct {
Text string `json:"text"`
}
type Message struct {
Role string `json:"role"`
Content []Content `json:"content"`
}
type UsageDetails struct {
InputTokens int `json:"inputTokens"`
OutputTokens int `json:"outputTokens"`
TotalTokens int `json:"totalTokens"`
CacheReadInputTokenCount int `json:"cacheReadInputTokenCount"`
CacheWriteInputTokenCount int `json:"cacheWriteInputTokenCount,omitempty"`
}
type AmazonNovaResponse struct {
Output struct {
Message Message `json:"message"`
} `json:"output"`
StopReason string `json:"stopReason"`
Usage UsageDetails `json:"usage"`
}
response := &AmazonNovaResponse{}
err := json.Unmarshal(rawResponse, response)
if err != nil {
return "", err
}
if len(response.Output.Message.Content) > 0 {
return response.Output.Message.Content[0].Text, nil
}
return "", nil
}

View File

@@ -1,65 +0,0 @@
package bedrock_support
import (
"testing"
"github.com/stretchr/testify/assert"
)
func TestCohereResponse_ParseResponse(t *testing.T) {
response := &CohereResponse{}
rawResponse := []byte(`{"completion": "Test completion", "stop_reason": "max_tokens"}`)
result, err := response.ParseResponse(rawResponse)
assert.NoError(t, err)
assert.Equal(t, "Test completion", result)
invalidResponse := []byte(`{"completion": "Test completion", "invalid_json":]`)
_, err = response.ParseResponse(invalidResponse)
assert.Error(t, err)
}
func TestAI21Response_ParseResponse(t *testing.T) {
response := &AI21Response{}
rawResponse := []byte(`{"completions": [{"data": {"text": "AI21 test"}}], "id": "123"}`)
result, err := response.ParseResponse(rawResponse)
assert.NoError(t, err)
assert.Equal(t, "AI21 test", result)
invalidResponse := []byte(`{"completions": [{"data": {"text": "AI21 test"}}, "invalid_json":]`)
_, err = response.ParseResponse(invalidResponse)
assert.Error(t, err)
}
func TestAmazonResponse_ParseResponse(t *testing.T) {
response := &AmazonResponse{}
rawResponse := []byte(`{"inputTextTokenCount": 10, "results": [{"tokenCount": 20, "outputText": "Amazon test", "completionReason": "stop"}]}`)
result, err := response.ParseResponse(rawResponse)
assert.NoError(t, err)
assert.Equal(t, "Amazon test", result)
invalidResponse := []byte(`{"inputTextTokenCount": 10, "results": [{"tokenCount": 20, "outputText": "Amazon test", "invalid_json":]`)
_, err = response.ParseResponse(invalidResponse)
assert.Error(t, err)
}
func TestNovaResponse_ParseResponse(t *testing.T) {
response := &NovaResponse{}
rawResponse := []byte(`{"output": {"message": {"content": [{"text": "Nova test"}]}}, "stopReason": "stop", "usage": {"inputTokens": 10, "outputTokens": 20, "totalTokens": 30, "cacheReadInputTokenCount": 5}}`)
result, err := response.ParseResponse(rawResponse)
assert.NoError(t, err)
assert.Equal(t, "Nova test", result)
rawResponseEmptyContent := []byte(`{"output": {"message": {"content": []}}, "stopReason": "stop", "usage": {"inputTokens": 10, "outputTokens": 20, "totalTokens": 30, "cacheReadInputTokenCount": 5}}`)
resultEmptyContent, errEmptyContent := response.ParseResponse(rawResponseEmptyContent)
assert.NoError(t, errEmptyContent)
assert.Equal(t, "", resultEmptyContent)
invalidResponse := []byte(`{"output": {"message": {"content": [{"text": "Nova test"}}, "invalid_json":]`)
_, err = response.ParseResponse(invalidResponse)
assert.Error(t, err)
}

View File

@@ -17,9 +17,7 @@ import (
"context"
"errors"
api "github.com/cohere-ai/cohere-go/v2"
cohere "github.com/cohere-ai/cohere-go/v2/client"
"github.com/cohere-ai/cohere-go/v2/option"
"github.com/cohere-ai/cohere-go"
)
const cohereAIClientName = "cohere"
@@ -30,49 +28,45 @@ type CohereClient struct {
client *cohere.Client
model string
temperature float32
maxTokens int
}
func (c *CohereClient) Configure(config IAIConfig) error {
token := config.GetPassword()
opts := []option.RequestOption{
cohere.WithToken(token),
client, err := cohere.CreateClient(token)
if err != nil {
return err
}
baseURL := config.GetBaseURL()
if baseURL != "" {
opts = append(opts, cohere.WithBaseURL(baseURL))
client.BaseURL = baseURL
}
client := cohere.NewClient(opts...)
if client == nil {
return errors.New("error creating Cohere client")
}
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.maxTokens = config.GetMaxTokens()
return nil
}
func (c *CohereClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
func (c *CohereClient) GetCompletion(_ context.Context, prompt string) (string, error) {
// Create a completion request
response, err := c.client.Chat(ctx, &api.ChatRequest{
Message: prompt,
Model: &c.model,
K: api.Int(0),
Preamble: api.String(""),
Temperature: api.Float64(float64(c.temperature)),
RawPrompting: api.Bool(false),
MaxTokens: api.Int(c.maxTokens),
resp, err := c.client.Generate(cohere.GenerateOptions{
Model: c.model,
Prompt: prompt,
MaxTokens: cohere.Uint(2048),
Temperature: cohere.Float64(float64(c.temperature)),
K: cohere.Int(0),
StopSequences: []string{},
ReturnLikelihoods: "NONE",
})
if err != nil {
return "", err
}
return response.Text, nil
return resp.Generations[0].Text, nil
}
func (c *CohereClient) GetName() string {

View File

@@ -1,147 +0,0 @@
package ai
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"net/url"
"strings"
"time"
)
const CustomRestClientName = "customrest"
type CustomRestClient struct {
nopCloser
client *http.Client
base *url.URL
token string
model string
temperature float32
topP float32
topK int32
}
type CustomRestRequest struct {
Model string `json:"model"`
// Prompt is the textual prompt to send to the model.
Prompt string `json:"prompt"`
// Options lists model-specific options. For example, temperature can be
// set through this field, if the model supports it.
Options map[string]interface{} `json:"options"`
}
type CustomRestResponse struct {
// Model is the model name that generated the response.
Model string `json:"model"`
// CreatedAt is the timestamp of the response.
CreatedAt time.Time `json:"created_at"`
// Response is the textual response itself.
Response string `json:"response"`
}
func (c *CustomRestClient) Configure(config IAIConfig) error {
baseURL := config.GetBaseURL()
if baseURL == "" {
baseURL = defaultBaseURL
}
c.token = config.GetPassword()
baseClientURL, err := url.Parse(baseURL)
if err != nil {
return err
}
c.base = baseClientURL
proxyEndpoint := config.GetProxyEndpoint()
c.client = http.DefaultClient
if proxyEndpoint != "" {
proxyUrl, err := url.Parse(proxyEndpoint)
if err != nil {
return err
}
transport := &http.Transport{
Proxy: http.ProxyURL(proxyUrl),
}
c.client = &http.Client{
Transport: transport,
}
}
c.model = config.GetModel()
if c.model == "" {
c.model = defaultModel
}
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
return nil
}
func (c *CustomRestClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
var promptDetail struct {
Language string `json:"language,omitempty"`
Message string `json:"message"`
Prompt string `json:"prompt,omitempty"`
}
prompt = strings.NewReplacer("\n", "\\n", "\t", "\\t").Replace(prompt)
if err := json.Unmarshal([]byte(prompt), &promptDetail); err != nil {
return "", err
}
generateRequest := &CustomRestRequest{
Model: c.model,
Prompt: promptDetail.Prompt,
Options: map[string]interface{}{
"temperature": c.temperature,
"top_p": c.topP,
"top_k": c.topK,
"message": promptDetail.Message,
"language": promptDetail.Language,
},
}
requestBody, err := json.Marshal(generateRequest)
if err != nil {
return "", err
}
request, err := http.NewRequestWithContext(ctx, http.MethodPost, c.base.String(), bytes.NewBuffer(requestBody))
if err != nil {
return "", err
}
if c.token != "" {
request.Header.Set("Authorization", "Bearer "+c.token)
}
request.Header.Set("Content-Type", "application/json")
request.Header.Set("Accept", "application/x-ndjson")
response, err := c.client.Do(request)
if err != nil {
return "", err
}
defer response.Body.Close()
responseBody, err := io.ReadAll(response.Body)
if err != nil {
return "", fmt.Errorf("could not read response body: %w", err)
}
if response.StatusCode >= http.StatusBadRequest {
return "", fmt.Errorf("Request Error, StatusCode: %d, ErrorMessage: %s", response.StatusCode, responseBody)
}
var result CustomRestResponse
if err := json.Unmarshal(responseBody, &result); err != nil {
return "", err
}
return result.Response, nil
}
func (c *CustomRestClient) GetName() string {
return CustomRestClientName
}

View File

@@ -1,87 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ai
import (
"github.com/spf13/viper"
)
// AIClientFactory is an interface for creating AI clients
type AIClientFactory interface {
NewClient(provider string) IAI
}
// DefaultAIClientFactory is the default implementation of AIClientFactory
type DefaultAIClientFactory struct{}
// NewClient creates a new AI client using the default implementation
func (f *DefaultAIClientFactory) NewClient(provider string) IAI {
return NewClient(provider)
}
// ConfigProvider is an interface for accessing configuration
type ConfigProvider interface {
UnmarshalKey(key string, rawVal interface{}) error
}
// ViperConfigProvider is the default implementation of ConfigProvider using Viper
type ViperConfigProvider struct{}
// UnmarshalKey unmarshals a key from the configuration using Viper
func (p *ViperConfigProvider) UnmarshalKey(key string, rawVal interface{}) error {
return viper.UnmarshalKey(key, rawVal)
}
// Default instances to be used
var (
DefaultClientFactory = &DefaultAIClientFactory{}
DefaultConfigProvider = &ViperConfigProvider{}
)
// For testing - these variables can be overridden in tests
var (
testAIClientFactory AIClientFactory = nil
testConfigProvider ConfigProvider = nil
)
// GetAIClientFactory returns the test factory if set, otherwise the default
func GetAIClientFactory() AIClientFactory {
if testAIClientFactory != nil {
return testAIClientFactory
}
return DefaultClientFactory
}
// GetConfigProvider returns the test provider if set, otherwise the default
func GetConfigProvider() ConfigProvider {
if testConfigProvider != nil {
return testConfigProvider
}
return DefaultConfigProvider
}
// For testing - set the test implementations
func SetTestAIClientFactory(factory AIClientFactory) {
testAIClientFactory = factory
}
func SetTestConfigProvider(provider ConfigProvider) {
testConfigProvider = provider
}
// Reset test implementations
func ResetTestImplementations() {
testAIClientFactory = nil
testConfigProvider = nil
}

View File

@@ -31,7 +31,6 @@ type GoogleGenAIClient struct {
model string
temperature float32
topP float32
topK int32
maxTokens int
}
@@ -54,7 +53,6 @@ func (c *GoogleGenAIClient) Configure(config IAIConfig) error {
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
c.maxTokens = config.GetMaxTokens()
return nil
}
@@ -64,7 +62,6 @@ func (c *GoogleGenAIClient) GetCompletion(ctx context.Context, prompt string) (s
model := c.client.GenerativeModel(c.model)
model.SetTemperature(c.temperature)
model.SetTopP(c.topP)
model.SetTopK(c.topK)
model.SetMaxOutputTokens(int32(c.maxTokens))
// Google AI SDK is capable of different inputs than just text, for now set explicit text prompt type.
@@ -80,10 +77,10 @@ func (c *GoogleGenAIClient) GetCompletion(ctx context.Context, prompt string) (s
if !r.Blocked {
continue
}
return "", fmt.Errorf("completion blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
return "", fmt.Errorf("complection blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
}
}
return "", errors.New("no completion returned; unknown reason")
return "", errors.New("no complection returned; unknown reason")
}
// Format output.

View File

@@ -1,193 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ai
import (
"context"
"errors"
"fmt"
"cloud.google.com/go/vertexai/genai"
"github.com/fatih/color"
)
const googleVertexAIClientName = "googlevertexai"
type GoogleVertexAIClient struct {
client *genai.Client
model string
temperature float32
topP float32
topK int32
maxTokens int
}
// Vertex AI Gemini supported Regions
// https://cloud.google.com/vertex-ai/docs/generative-ai/model-reference/gemini
const VERTEXAI_DEFAULT_REGION = "us-central1" // default use us-east-1 region
const (
US_Central_1 = "us-central1"
US_West_4 = "us-west4"
North_America_Northeast1 = "northamerica-northeast1"
US_East_4 = "us-east4"
US_West_1 = "us-west1"
Asia_Northeast_3 = "asia-northeast3"
Asia_Southeast_1 = "asia-southeast1"
Asia_Northeast_1 = "asia-northeast1"
)
var VERTEXAI_SUPPORTED_REGION = []string{
US_Central_1,
US_West_4,
North_America_Northeast1,
US_East_4,
US_West_1,
Asia_Northeast_3,
Asia_Southeast_1,
Asia_Northeast_1,
}
const (
ModelGeminiProV1 = "gemini-1.0-pro-001" // Retired Model
ModelGeminiProV2_5 = "gemini-2.5-pro" // Latest Stable Model
ModelGeminiFlashV2_5 = "gemini-2.5-flash" // Latest Stable Model
ModelGeminiFlashV2 = "gemini-2.0-flash" // Latest Stable Model
ModelGeminiFlashLiteV2 = "gemini-2.0-flash-lite" // Latest Stable Model
ModelGeminiProV1_5 = "gemini-1.5-pro-002*" // Legacy Stable Model
ModelGeminiFlashV1_5 = "gemini-1.5-flash-002*" // Legacy Stable Model
)
var VERTEXAI_MODELS = []string{
ModelGeminiProV2_5,
ModelGeminiFlashV2_5,
ModelGeminiFlashV2,
ModelGeminiFlashLiteV2,
ModelGeminiProV1_5,
ModelGeminiFlashV1_5,
ModelGeminiProV1,
}
// GetModelOrDefault check config model
func GetVertexAIModelOrDefault(model string) string {
// Check if the provided model is in the list
for _, m := range VERTEXAI_MODELS {
if m == model {
return model // Return the provided model
}
}
// Return the default model if the provided model is not in the list
return VERTEXAI_MODELS[0]
}
// GetModelOrDefault check config region
func GetVertexAIRegionOrDefault(region string) string {
// Check if the provided model is in the list
for _, m := range VERTEXAI_SUPPORTED_REGION {
if m == region {
return region // Return the provided model
}
}
// Return the default model if the provided model is not in the list
return VERTEXAI_DEFAULT_REGION
}
func (g *GoogleVertexAIClient) Configure(config IAIConfig) error {
ctx := context.Background()
// Currently you can access VertexAI either by being authenticated via OAuth or Bearer token so we need to consider both
projectId := config.GetProviderId()
region := GetVertexAIRegionOrDefault(config.GetProviderRegion())
client, err := genai.NewClient(ctx, projectId, region)
if err != nil {
return fmt.Errorf("creating genai Google SDK client: %w", err)
}
g.client = client
g.model = GetVertexAIModelOrDefault(config.GetModel())
g.temperature = config.GetTemperature()
g.topP = config.GetTopP()
g.topK = config.GetTopK()
g.maxTokens = config.GetMaxTokens()
return nil
}
func (g *GoogleVertexAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
model := g.client.GenerativeModel(g.model)
model.SetTemperature(g.temperature)
model.SetTopP(g.topP)
model.SetTopK(g.topK)
model.SetMaxOutputTokens(int32(g.maxTokens))
// Google AI SDK is capable of different inputs than just text, for now set explicit text prompt type.
// Similarly, we could stream the response. For now k8sgpt does not support streaming.
resp, err := model.GenerateContent(ctx, genai.Text(prompt))
if err != nil {
return "", err
}
if len(resp.Candidates) == 0 {
if resp.PromptFeedback.BlockReason > 0 {
for _, r := range resp.PromptFeedback.SafetyRatings {
if !r.Blocked {
continue
}
return "", fmt.Errorf("completion blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
}
}
return "", errors.New("no completion returned; unknown reason")
}
// Format output.
// TODO(bwplotka): Provider richer output in certain cases e.g. suddenly finished
// completion based on finish reasons or safety rankings.
got := resp.Candidates[0]
var output string
for _, part := range got.Content.Parts {
switch o := part.(type) {
case genai.Text:
output += string(o)
output += "\n"
default:
color.Yellow("found unsupported AI response part of type %T; ignoring", part)
}
}
if got.CitationMetadata != nil && len(got.CitationMetadata.Citations) > 0 {
output += "Citations:\n"
for _, source := range got.CitationMetadata.Citations {
// TODO(bwplotka): Give details around what exactly words could be attributed to the citation.
output += fmt.Sprintf("* %s, %s\n", source.URI, source.License)
}
}
return output, nil
}
func (g *GoogleVertexAIClient) GetName() string {
return googleVertexAIClientName
}
func (g *GoogleVertexAIClient) Close() {
if err := g.client.Close(); err != nil {
color.Red("googleai client close error: %v", err)
}
}

View File

@@ -1,102 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ai
import (
"context"
"errors"
"net/http"
"net/url"
"github.com/sashabaranov/go-openai"
)
const groqAIClientName = "groq"
// Default Groq API endpoint (OpenAI-compatible)
const groqAPIBaseURL = "https://api.groq.com/openai/v1"
type GroqClient struct {
nopCloser
client *openai.Client
model string
temperature float32
topP float32
}
func (c *GroqClient) Configure(config IAIConfig) error {
token := config.GetPassword()
defaultConfig := openai.DefaultConfig(token)
proxyEndpoint := config.GetProxyEndpoint()
baseURL := config.GetBaseURL()
if baseURL != "" {
defaultConfig.BaseURL = baseURL
} else {
defaultConfig.BaseURL = groqAPIBaseURL
}
transport := &http.Transport{}
if proxyEndpoint != "" {
proxyUrl, err := url.Parse(proxyEndpoint)
if err != nil {
return err
}
transport.Proxy = http.ProxyURL(proxyUrl)
}
customHeaders := config.GetCustomHeaders()
defaultConfig.HTTPClient = &http.Client{
Transport: &OpenAIHeaderTransport{
Origin: transport,
Headers: customHeaders,
},
}
client := openai.NewClientWithConfig(defaultConfig)
if client == nil {
return errors.New("error creating Groq client")
}
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
return nil
}
func (c *GroqClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
Model: c.model,
Messages: []openai.ChatCompletionMessage{
{
Role: "user",
Content: prompt,
},
},
Temperature: c.temperature,
MaxTokens: maxToken,
PresencePenalty: presencePenalty,
FrequencyPenalty: frequencyPenalty,
TopP: c.topP,
})
if err != nil {
return "", err
}
return resp.Choices[0].Message.Content, nil
}
func (c *GroqClient) GetName() string {
return groqAIClientName
}

View File

@@ -1,63 +0,0 @@
package ai
import (
"context"
"github.com/hupe1980/go-huggingface"
"k8s.io/utils/ptr"
)
const huggingfaceAIClientName = "huggingface"
type HuggingfaceClient struct {
nopCloser
client *huggingface.InferenceClient
model string
topP float32
topK int32
temperature float32
maxTokens int
}
func (c *HuggingfaceClient) Configure(config IAIConfig) error {
token := config.GetPassword()
client := huggingface.NewInferenceClient(token)
c.client = client
c.model = config.GetModel()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
c.temperature = config.GetTemperature()
if config.GetMaxTokens() > 500 {
c.maxTokens = 500
} else {
c.maxTokens = config.GetMaxTokens()
}
return nil
}
func (c *HuggingfaceClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
resp, err := c.client.Conversational(ctx, &huggingface.ConversationalRequest{
Inputs: huggingface.ConverstationalInputs{
Text: prompt,
},
Model: c.model,
Parameters: huggingface.ConversationalParameters{
TopP: ptr.To[float64](float64(c.topP)),
TopK: ptr.To[int](int(c.topK)),
Temperature: ptr.To[float64](float64(c.temperature)),
MaxLength: &c.maxTokens,
},
Options: huggingface.Options{
WaitForModel: ptr.To[bool](true),
},
})
if err != nil {
return "", err
}
return resp.GeneratedText, nil
}
func (c *HuggingfaceClient) GetName() string { return huggingfaceAIClientName }

View File

@@ -15,7 +15,6 @@ package ai
import (
"context"
"net/http"
)
var (
@@ -23,35 +22,21 @@ var (
&OpenAIClient{},
&AzureAIClient{},
&LocalAIClient{},
&OllamaClient{},
&NoOpAIClient{},
&CohereClient{},
&AmazonBedRockClient{},
&SageMakerAIClient{},
&GoogleGenAIClient{},
&HuggingfaceClient{},
&GoogleVertexAIClient{},
&OCIGenAIClient{},
&CustomRestClient{},
&IBMWatsonxAIClient{},
&GroqClient{},
}
Backends = []string{
openAIClientName,
localAIClientName,
ollamaClientName,
azureAIClientName,
cohereAIClientName,
amazonbedrockAIClientName,
amazonsagemakerAIClientName,
googleAIClientName,
noopAIClientName,
huggingfaceAIClientName,
googleVertexAIClientName,
ociClientName,
CustomRestClientName,
ibmWatsonxAIClientName,
groqAIClientName,
}
)
@@ -77,18 +62,12 @@ type IAIConfig interface {
GetPassword() string
GetModel() string
GetBaseURL() string
GetProxyEndpoint() string
GetEndpointName() string
GetEngine() string
GetTemperature() float32
GetProviderRegion() string
GetTopP() float32
GetTopK() int32
GetMaxTokens() int
GetProviderId() string
GetCompartmentId() string
GetOrganizationId() string
GetCustomHeaders() []http.Header
}
func NewClient(provider string) IAI {
@@ -107,33 +86,22 @@ type AIConfiguration struct {
}
type AIProvider struct {
Name string `mapstructure:"name"`
Model string `mapstructure:"model"`
Password string `mapstructure:"password" yaml:"password,omitempty"`
BaseURL string `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
ProxyEndpoint string `mapstructure:"proxyEndpoint" yaml:"proxyEndpoint,omitempty"`
ProxyPort string `mapstructure:"proxyPort" yaml:"proxyPort,omitempty"`
EndpointName string `mapstructure:"endpointname" yaml:"endpointname,omitempty"`
Engine string `mapstructure:"engine" yaml:"engine,omitempty"`
Temperature float32 `mapstructure:"temperature" yaml:"temperature,omitempty"`
ProviderRegion string `mapstructure:"providerregion" yaml:"providerregion,omitempty"`
ProviderId string `mapstructure:"providerid" yaml:"providerid,omitempty"`
CompartmentId string `mapstructure:"compartmentid" yaml:"compartmentid,omitempty"`
TopP float32 `mapstructure:"topp" yaml:"topp,omitempty"`
TopK int32 `mapstructure:"topk" yaml:"topk,omitempty"`
MaxTokens int `mapstructure:"maxtokens" yaml:"maxtokens,omitempty"`
OrganizationId string `mapstructure:"organizationid" yaml:"organizationid,omitempty"`
CustomHeaders []http.Header `mapstructure:"customHeaders"`
Name string `mapstructure:"name"`
Model string `mapstructure:"model"`
Password string `mapstructure:"password" yaml:"password,omitempty"`
BaseURL string `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
EndpointName string `mapstructure:"endpointname" yaml:"endpointname,omitempty"`
Engine string `mapstructure:"engine" yaml:"engine,omitempty"`
Temperature float32 `mapstructure:"temperature" yaml:"temperature,omitempty"`
ProviderRegion string `mapstructure:"providerregion" yaml:"providerregion,omitempty"`
TopP float32 `mapstructure:"topp" yaml:"topp,omitempty"`
MaxTokens int `mapstructure:"maxtokens" yaml:"maxtokens,omitempty"`
}
func (p *AIProvider) GetBaseURL() string {
return p.BaseURL
}
func (p *AIProvider) GetProxyEndpoint() string {
return p.ProxyEndpoint
}
func (p *AIProvider) GetEndpointName() string {
return p.EndpointName
}
@@ -142,10 +110,6 @@ func (p *AIProvider) GetTopP() float32 {
return p.TopP
}
func (p *AIProvider) GetTopK() int32 {
return p.TopK
}
func (p *AIProvider) GetMaxTokens() int {
return p.MaxTokens
}
@@ -169,23 +133,7 @@ func (p *AIProvider) GetProviderRegion() string {
return p.ProviderRegion
}
func (p *AIProvider) GetProviderId() string {
return p.ProviderId
}
func (p *AIProvider) GetCompartmentId() string {
return p.CompartmentId
}
func (p *AIProvider) GetOrganizationId() string {
return p.OrganizationId
}
func (p *AIProvider) GetCustomHeaders() []http.Header {
return p.CustomHeaders
}
var passwordlessProviders = []string{"localai", "ollama", "amazonsagemaker", "amazonbedrock", "googlevertexai", "oci", "customrest"}
var passwordlessProviders = []string{"localai", "amazonsagemaker", "amazonbedrock"}
func NeedPassword(backend string) bool {
for _, b := range passwordlessProviders {

View File

@@ -1,185 +0,0 @@
/*
Copyright 2024 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ai
import (
"context"
"errors"
"fmt"
"github.com/oracle/oci-go-sdk/v65/common"
"github.com/oracle/oci-go-sdk/v65/generativeai"
"github.com/oracle/oci-go-sdk/v65/generativeaiinference"
"reflect"
)
const ociClientName = "oci"
type ociModelVendor string
const (
vendorCohere = "cohere"
vendorMeta = "meta"
)
type OCIGenAIClient struct {
nopCloser
client *generativeaiinference.GenerativeAiInferenceClient
model *generativeai.Model
modelID string
compartmentId string
temperature float32
topP float32
topK int32
maxTokens int
}
func (c *OCIGenAIClient) GetName() string {
return ociClientName
}
func (c *OCIGenAIClient) Configure(config IAIConfig) error {
config.GetEndpointName()
c.modelID = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
c.maxTokens = config.GetMaxTokens()
c.compartmentId = config.GetCompartmentId()
provider := common.DefaultConfigProvider()
client, err := generativeaiinference.NewGenerativeAiInferenceClientWithConfigurationProvider(provider)
if err != nil {
return err
}
c.client = &client
model, err := c.getModel(provider)
if err != nil {
return err
}
c.model = model
return nil
}
func (c *OCIGenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
request := c.newChatRequest(prompt)
response, err := c.client.Chat(ctx, request)
if err != nil {
return "", err
}
if err != nil {
return "", err
}
return extractGeneratedText(response.ChatResponse)
}
func (c *OCIGenAIClient) newChatRequest(prompt string) generativeaiinference.ChatRequest {
return generativeaiinference.ChatRequest{
ChatDetails: generativeaiinference.ChatDetails{
CompartmentId: &c.compartmentId,
ServingMode: c.getServingMode(),
ChatRequest: c.getChatModelRequest(prompt),
},
}
}
func (c *OCIGenAIClient) getChatModelRequest(prompt string) generativeaiinference.BaseChatRequest {
temperatureF64 := float64(c.temperature)
topPF64 := float64(c.topP)
topK := int(c.topK)
switch c.getVendor() {
case vendorMeta:
messages := []generativeaiinference.Message{
generativeaiinference.UserMessage{
Content: []generativeaiinference.ChatContent{
generativeaiinference.TextContent{
Text: &prompt,
},
},
},
}
// 0 is invalid for Meta vendor type, instead use -1 to disable topK sampling.
if topK == 0 {
topK = -1
}
return generativeaiinference.GenericChatRequest{
Messages: messages,
TopK: &topK,
TopP: &topPF64,
Temperature: &temperatureF64,
MaxTokens: &c.maxTokens,
}
default: // Default to cohere
return generativeaiinference.CohereChatRequest{
Message: &prompt,
MaxTokens: &c.maxTokens,
Temperature: &temperatureF64,
TopK: &topK,
TopP: &topPF64,
}
}
}
func extractGeneratedText(llmInferenceResponse generativeaiinference.BaseChatResponse) (string, error) {
switch response := llmInferenceResponse.(type) {
case generativeaiinference.GenericChatResponse:
if len(response.Choices) > 0 && len(response.Choices[0].Message.GetContent()) > 0 {
if content, ok := response.Choices[0].Message.GetContent()[0].(generativeaiinference.TextContent); ok {
return *content.Text, nil
}
}
return "", errors.New("no text found in oci response")
case generativeaiinference.CohereChatResponse:
return *response.Text, nil
default:
return "", fmt.Errorf("unknown oci response type: %s", reflect.TypeOf(llmInferenceResponse).Name())
}
}
func (c *OCIGenAIClient) getServingMode() generativeaiinference.ServingMode {
if c.isBaseModel() {
return generativeaiinference.OnDemandServingMode{
ModelId: &c.modelID,
}
}
return generativeaiinference.DedicatedServingMode{
EndpointId: &c.modelID,
}
}
func (c *OCIGenAIClient) getModel(provider common.ConfigurationProvider) (*generativeai.Model, error) {
client, err := generativeai.NewGenerativeAiClientWithConfigurationProvider(provider)
if err != nil {
return nil, err
}
response, err := client.GetModel(context.Background(), generativeai.GetModelRequest{
ModelId: &c.modelID,
})
if err != nil {
return nil, err
}
return &response.Model, nil
}
func (c *OCIGenAIClient) isBaseModel() bool {
return c.model != nil && c.model.Type == generativeai.ModelTypeBase
}
func (c *OCIGenAIClient) getVendor() ociModelVendor {
if c.model == nil || c.model.Vendor == nil {
return ""
}
return ociModelVendor(*c.model.Vendor)
}

View File

@@ -1,102 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package ai
import (
"context"
"errors"
"net/http"
"net/url"
ollama "github.com/ollama/ollama/api"
)
const ollamaClientName = "ollama"
type OllamaClient struct {
nopCloser
client *ollama.Client
model string
temperature float32
topP float32
}
const (
defaultBaseURL = "http://localhost:11434"
defaultModel = "llama3"
)
func (c *OllamaClient) Configure(config IAIConfig) error {
baseURL := config.GetBaseURL()
if baseURL == "" {
baseURL = defaultBaseURL
}
baseClientURL, err := url.Parse(baseURL)
if err != nil {
return err
}
proxyEndpoint := config.GetProxyEndpoint()
httpClient := http.DefaultClient
if proxyEndpoint != "" {
proxyUrl, err := url.Parse(proxyEndpoint)
if err != nil {
return err
}
transport := &http.Transport{
Proxy: http.ProxyURL(proxyUrl),
}
httpClient = &http.Client{
Transport: transport,
}
}
c.client = ollama.NewClient(baseClientURL, httpClient)
if c.client == nil {
return errors.New("error creating Ollama client")
}
c.model = config.GetModel()
if c.model == "" {
c.model = defaultModel
}
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
return nil
}
func (c *OllamaClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
req := &ollama.GenerateRequest{
Model: c.model,
Prompt: prompt,
Stream: new(bool),
Options: map[string]interface{}{
"temperature": c.temperature,
"top_p": c.topP,
},
}
completion := ""
respFunc := func(resp ollama.GenerateResponse) error {
completion = resp.Response
return nil
}
err := c.client.Generate(ctx, req, respFunc)
if err != nil {
return "", err
}
return completion, nil
}
func (a *OllamaClient) GetName() string {
return ollamaClientName
}

View File

@@ -16,8 +16,6 @@ package ai
import (
"context"
"errors"
"net/http"
"net/url"
"github.com/sashabaranov/go-openai"
)
@@ -30,8 +28,6 @@ type OpenAIClient struct {
client *openai.Client
model string
temperature float32
topP float32
// organizationId string
}
const (
@@ -39,40 +35,18 @@ const (
maxToken = 2048
presencePenalty = 0.0
frequencyPenalty = 0.0
topP = 1.0
)
func (c *OpenAIClient) Configure(config IAIConfig) error {
token := config.GetPassword()
defaultConfig := openai.DefaultConfig(token)
orgId := config.GetOrganizationId()
proxyEndpoint := config.GetProxyEndpoint()
baseURL := config.GetBaseURL()
if baseURL != "" {
defaultConfig.BaseURL = baseURL
}
transport := &http.Transport{}
if proxyEndpoint != "" {
proxyUrl, err := url.Parse(proxyEndpoint)
if err != nil {
return err
}
transport.Proxy = http.ProxyURL(proxyUrl)
}
if orgId != "" {
defaultConfig.OrgID = orgId
}
customHeaders := config.GetCustomHeaders()
defaultConfig.HTTPClient = &http.Client{
Transport: &OpenAIHeaderTransport{
Origin: transport,
Headers: customHeaders,
},
}
client := openai.NewClientWithConfig(defaultConfig)
if client == nil {
return errors.New("error creating OpenAI client")
@@ -80,7 +54,6 @@ func (c *OpenAIClient) Configure(config IAIConfig) error {
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
return nil
}
@@ -94,11 +67,11 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
Content: prompt,
},
},
Temperature: c.temperature,
MaxCompletionTokens: maxToken,
PresencePenalty: presencePenalty,
FrequencyPenalty: frequencyPenalty,
TopP: c.topP,
Temperature: c.temperature,
MaxTokens: maxToken,
PresencePenalty: presencePenalty,
FrequencyPenalty: frequencyPenalty,
TopP: topP,
})
if err != nil {
return "", err
@@ -109,25 +82,3 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
func (c *OpenAIClient) GetName() string {
return openAIClientName
}
// OpenAIHeaderTransport is an http.RoundTripper that adds the given headers to each request.
type OpenAIHeaderTransport struct {
Origin http.RoundTripper
Headers []http.Header
}
// RoundTrip implements the http.RoundTripper interface.
func (t *OpenAIHeaderTransport) RoundTrip(req *http.Request) (*http.Response, error) {
// Clone the request to avoid modifying the original request
clonedReq := req.Clone(req.Context())
for _, header := range t.Headers {
for key, values := range header {
// Possible values per header: RFC 2616
for _, value := range values {
clonedReq.Header.Add(key, value)
}
}
}
return t.Origin.RoundTrip(clonedReq)
}

View File

@@ -1,106 +0,0 @@
package ai
import (
"context"
"net/http"
"net/http/httptest"
"testing"
"github.com/stretchr/testify/assert"
)
// Mock configuration
type mockConfig struct {
baseURL string
}
func (m *mockConfig) GetPassword() string {
return ""
}
func (m *mockConfig) GetOrganizationId() string {
return ""
}
func (m *mockConfig) GetProxyEndpoint() string {
return ""
}
func (m *mockConfig) GetBaseURL() string {
return m.baseURL
}
func (m *mockConfig) GetCustomHeaders() []http.Header {
return []http.Header{
{"X-Custom-Header-1": []string{"Value1"}},
{"X-Custom-Header-2": []string{"Value2"}},
{"X-Custom-Header-2": []string{"Value3"}}, // Testing multiple values for the same header
}
}
func (m *mockConfig) GetModel() string {
return ""
}
func (m *mockConfig) GetTemperature() float32 {
return 0.0
}
func (m *mockConfig) GetTopP() float32 {
return 0.0
}
func (m *mockConfig) GetCompartmentId() string {
return ""
}
func (m *mockConfig) GetTopK() int32 {
return 0.0
}
func (m *mockConfig) GetMaxTokens() int {
return 0
}
func (m *mockConfig) GetEndpointName() string {
return ""
}
func (m *mockConfig) GetEngine() string {
return ""
}
func (m *mockConfig) GetProviderId() string {
return ""
}
func (m *mockConfig) GetProviderRegion() string {
return ""
}
func TestOpenAIClient_CustomHeaders(t *testing.T) {
server := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
assert.Equal(t, "Value1", r.Header.Get("X-Custom-Header-1"))
assert.ElementsMatch(t, []string{"Value2", "Value3"}, r.Header["X-Custom-Header-2"])
w.WriteHeader(http.StatusOK)
// Mock response for openai completion
mockResponse := `{"choices": [{"message": {"content": "test"}}]}`
n, err := w.Write([]byte(mockResponse))
if err != nil {
t.Fatalf("error writing response: %v", err)
}
if n != len(mockResponse) {
t.Fatalf("expected to write %d bytes but wrote %d bytes", len(mockResponse), n)
}
}))
defer server.Close()
config := &mockConfig{baseURL: server.URL}
client := &OpenAIClient{}
err := client.Configure(config)
assert.NoError(t, err)
// Make a completion request to trigger the headers
ctx := context.Background()
_, err = client.GetCompletion(ctx, "foo prompt")
assert.NoError(t, err)
}

View File

@@ -6,6 +6,8 @@ const (
Error: {Explain error here}
Solution: {Step by step solution here}
`
trivy_vuln_prompt = "Explain the following trivy scan result and the detail risk or root cause of the CVE ID, then provide a solution. Response in %s: %s"
trivy_conf_prompt = "Explain the following trivy scan result and the detail risk or root cause of the security check, then provide a solution."
prom_conf_prompt = `Simplify the following Prometheus error message delimited by triple dashes written in --- %s --- language; --- %s ---.
This error came when validating the Prometheus configuration file.
@@ -46,24 +48,12 @@ const (
- Containers:
- {list of container names}
`
kyverno_prompt = `Simplify the following Kyverno warnings message delimited by triple dashes written in --- %s --- language; --- %s ---.
Provide the most probable solution as a kubectl command.
Write the output in the following format, for the solution, only show the kubectl command:
Error: {Explain error here}
Solution: {kubectl command}
`
raw_promt = `{"language": "%s","message": "%s","prompt": "%s"}`
)
var PromptMap = map[string]string{
"raw": raw_promt,
"default": default_prompt,
"VulnerabilityReport": trivy_vuln_prompt, // for Trivy integration, the key should match `Result.Kind` in pkg/common/types.go
"ConfigAuditReport": trivy_conf_prompt,
"PrometheusConfigValidate": prom_conf_prompt,
"PrometheusConfigRelabelReport": prom_relabel_prompt,
"PolicyReport": kyverno_prompt,
"ClusterPolicyReport": kyverno_prompt,
}

View File

@@ -1,86 +0,0 @@
package ai
import (
"context"
"errors"
"fmt"
wx "github.com/IBM/watsonx-go/pkg/models"
)
const ibmWatsonxAIClientName = "ibmwatsonxai"
type IBMWatsonxAIClient struct {
nopCloser
client *wx.Client
model string
temperature float32
topP float32
topK int32
maxNewTokens int
}
const (
modelMetallama = "ibm/granite-13b-chat-v2"
maxTokens = 2048
)
func (c *IBMWatsonxAIClient) Configure(config IAIConfig) error {
if config.GetModel() == "" {
c.model = modelMetallama
} else {
c.model = config.GetModel()
}
if config.GetMaxTokens() == 0 {
c.maxNewTokens = maxTokens
} else {
c.maxNewTokens = config.GetMaxTokens()
}
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
apiKey := config.GetPassword()
if apiKey == "" {
return errors.New("No watsonx API key provided")
}
projectId := config.GetProviderId()
if projectId == "" {
return errors.New("No watsonx project ID provided")
}
client, err := wx.NewClient(
wx.WithWatsonxAPIKey(apiKey),
wx.WithWatsonxProjectID(projectId),
)
if err != nil {
return fmt.Errorf("Failed to create client for testing. Error: %v", err)
}
c.client = client
return nil
}
func (c *IBMWatsonxAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
result, err := c.client.GenerateText(
c.model,
prompt,
wx.WithTemperature((float64)(c.temperature)),
wx.WithTopP((float64)(c.topP)),
wx.WithTopK((uint)(c.topK)),
wx.WithMaxNewTokens((uint)(c.maxNewTokens)),
)
if err != nil {
return "", fmt.Errorf("Expected no error, but got an error: %v", err)
}
if result.Text == "" {
return "", errors.New("Expected a result, but got an empty string")
}
return result.Text, nil
}
func (c *IBMWatsonxAIClient) GetName() string {
return ibmWatsonxAIClientName
}

View File

@@ -21,7 +21,6 @@ import (
"reflect"
"strings"
"sync"
"time"
"github.com/fatih/color"
openapi_v2 "github.com/google/gnostic/openapiv2"
@@ -29,7 +28,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/custom"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/schollz/progressbar/v3"
@@ -45,20 +43,15 @@ type Analysis struct {
Results []common.Result
Errors []string
Namespace string
LabelSelector string
Cache cache.ICache
Explain bool
MaxConcurrency int
AnalysisAIProvider string // The name of the AI Provider used for this analysis
WithDoc bool
WithStats bool
Stats []common.AnalysisStats
}
type (
AnalysisStatus string
AnalysisErrors []string
)
type AnalysisStatus string
type AnalysisErrors []string
const (
StateOK AnalysisStatus = "OK"
@@ -78,47 +71,28 @@ func NewAnalysis(
language string,
filters []string,
namespace string,
labelSelector string,
noCache bool,
explain bool,
maxConcurrency int,
withDoc bool,
interactiveMode bool,
httpHeaders []string,
withStats bool,
) (*Analysis, error) {
// Get kubernetes client from viper.
kubecontext := viper.GetString("kubecontext")
kubeconfig := viper.GetString("kubeconfig")
verbose := viper.GetBool("verbose")
client, err := kubernetes.NewClient(kubecontext, kubeconfig)
if verbose {
fmt.Println("Debug: Checking kubernetes client initialization.")
}
if err != nil {
return nil, fmt.Errorf("initialising kubernetes client: %w", err)
}
if verbose {
fmt.Printf("Debug: Kubernetes client initialized, server=%s.\n", client.Config.Host)
}
// Load remote cache if it is configured.
cache, err := cache.GetCacheConfiguration()
if verbose {
fmt.Println("Debug: Checking cache configuration.")
}
if err != nil {
return nil, err
}
if verbose {
fmt.Printf("Debug: Cache configuration loaded, type=%s.\n", cache.GetName())
}
if noCache {
cache.DisableCache()
if verbose {
fmt.Println("Debug: Cache disabled.")
}
}
a := &Analysis{
@@ -127,28 +101,10 @@ func NewAnalysis(
Client: client,
Language: language,
Namespace: namespace,
LabelSelector: labelSelector,
Cache: cache,
Explain: explain,
MaxConcurrency: maxConcurrency,
WithDoc: withDoc,
WithStats: withStats,
}
if verbose {
fmt.Print("Debug: Analysis configuration loaded, ")
fmt.Printf("filters=%v, language=%s, ", filters, language)
if namespace == "" {
fmt.Printf("namespace=none, ")
} else {
fmt.Printf("namespace=%s, ", namespace)
}
if labelSelector == "" {
fmt.Printf("labelSelector=none, ")
} else {
fmt.Printf("labelSelector=%s, ", labelSelector)
}
fmt.Printf("explain=%t, maxConcurrency=%d, ", explain, maxConcurrency)
fmt.Printf("withDoc=%t, withStats=%t.\n", withDoc, withStats)
}
if !explain {
// Return early if AI use was not requested.
@@ -156,9 +112,6 @@ func NewAnalysis(
}
var configAI ai.AIConfiguration
if verbose {
fmt.Println("Debug: Checking AI configuration.")
}
if err := viper.UnmarshalKey("ai", &configAI); err != nil {
return nil, err
}
@@ -168,19 +121,9 @@ func NewAnalysis(
}
// Backend string will have high priority than a default provider
// Hence, use the default provider only if the backend is not specified by the user.
if configAI.DefaultProvider != "" && backend == "" {
// Backend as "openai" represents the default CLI argument passed through
if configAI.DefaultProvider != "" && backend == "openai" {
backend = configAI.DefaultProvider
if verbose {
fmt.Printf("Debug: Using default AI provider %s.\n", backend)
}
}
if backend == "" {
backend = "openai"
if verbose {
fmt.Printf("Debug: Using default AI provider %s.\n", backend)
}
}
var aiProvider ai.AIProvider
@@ -195,105 +138,17 @@ func NewAnalysis(
return nil, fmt.Errorf("AI provider %s not specified in configuration. Please run k8sgpt auth", backend)
}
if verbose {
fmt.Printf("Debug: AI configuration loaded, provider=%s, ", backend)
fmt.Printf("baseUrl=%s, model=%s.\n", aiProvider.BaseURL, aiProvider.Model)
}
aiClient := ai.NewClient(aiProvider.Name)
customHeaders := util.NewHeaders(httpHeaders)
aiProvider.CustomHeaders = customHeaders
if verbose {
fmt.Println("Debug: Checking AI client initialization.")
}
if err := aiClient.Configure(&aiProvider); err != nil {
return nil, err
}
if verbose {
fmt.Println("Debug: AI client initialized.")
}
a.AIClient = aiClient
a.AnalysisAIProvider = aiProvider.Name
return a, nil
}
func (a *Analysis) CustomAnalyzersAreAvailable() bool {
var customAnalyzers []custom.CustomAnalyzer
if err := viper.UnmarshalKey("custom_analyzers", &customAnalyzers); err != nil {
return false
}
return len(customAnalyzers) > 0
}
func (a *Analysis) RunCustomAnalysis() {
var customAnalyzers []custom.CustomAnalyzer
if err := viper.UnmarshalKey("custom_analyzers", &customAnalyzers); err != nil {
a.Errors = append(a.Errors, err.Error())
return
}
semaphore := make(chan struct{}, a.MaxConcurrency)
var wg sync.WaitGroup
var mutex sync.Mutex
verbose := viper.GetBool("verbose")
if verbose {
if len(customAnalyzers) == 0 {
fmt.Println("Debug: No custom analyzers found.")
} else {
cAnalyzerNames := make([]string, len(customAnalyzers))
for i, cAnalyzer := range customAnalyzers {
cAnalyzerNames[i] = cAnalyzer.Name
}
fmt.Printf("Debug: Found custom analyzers %v.\n", cAnalyzerNames)
}
}
for _, cAnalyzer := range customAnalyzers {
wg.Add(1)
semaphore <- struct{}{}
go func(analyzer custom.CustomAnalyzer, wg *sync.WaitGroup, semaphore chan struct{}) {
defer wg.Done()
canClient, err := custom.NewClient(cAnalyzer.Connection)
if err != nil {
mutex.Lock()
a.Errors = append(a.Errors, fmt.Sprintf("Client creation error for %s analyzer", cAnalyzer.Name))
mutex.Unlock()
return
}
if verbose {
fmt.Printf("Debug: %s launched.\n", cAnalyzer.Name)
}
result, err := canClient.Run()
if result.Kind == "" {
// for custom analyzer name, we must use a lowercase RFC 1123 subdomain must consist of lower case alphanumeric characters, '-' or '.',
//and must start and end with an alphanumeric character (e.g. 'example.com',
//regex used for validation is '[a-z0-9]([-a-z0-9]*[a-z0-9])?(\\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*')
result.Kind = cAnalyzer.Name
}
if err != nil {
mutex.Lock()
a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", cAnalyzer.Name, err))
mutex.Unlock()
if verbose {
fmt.Printf("Debug: %s completed with errors.\n", cAnalyzer.Name)
}
} else {
mutex.Lock()
a.Results = append(a.Results, result)
mutex.Unlock()
if verbose {
fmt.Printf("Debug: %s completed without errors.\n", cAnalyzer.Name)
}
}
<-semaphore
}(cAnalyzer, &wg, semaphore)
}
wg.Wait()
}
func (a *Analysis) RunAnalysis() {
activeFilters := viper.GetStringSlice("active_filters")
verbose := viper.GetBool("verbose")
coreAnalyzerMap, analyzerMap := analyzer.GetAnalyzerMap()
@@ -302,13 +157,7 @@ func (a *Analysis) RunAnalysis() {
if a.WithDoc {
var openApiErr error
if verbose {
fmt.Println("Debug: Fetching Kubernetes docs.")
}
openapiSchema, openApiErr = a.Client.Client.Discovery().OpenAPISchema()
if verbose {
fmt.Println("Debug: Checking Kubernetes docs.")
}
if openApiErr != nil {
a.Errors = append(a.Errors, fmt.Sprintf("[KubernetesDoc] %s", openApiErr))
}
@@ -318,47 +167,58 @@ func (a *Analysis) RunAnalysis() {
Client: a.Client,
Context: a.Context,
Namespace: a.Namespace,
LabelSelector: a.LabelSelector,
AIClient: a.AIClient,
OpenapiSchema: openapiSchema,
}
// Set a reasonable maximum for concurrency to prevent excessive memory allocation
const maxAllowedConcurrency = 100
concurrency := a.MaxConcurrency
if concurrency <= 0 {
concurrency = 10 // Default value if not set
} else if concurrency > maxAllowedConcurrency {
concurrency = maxAllowedConcurrency // Cap at a reasonable maximum
}
semaphore := make(chan struct{}, concurrency)
var wg sync.WaitGroup
var mutex sync.Mutex
semaphore := make(chan struct{}, a.MaxConcurrency)
// if there are no filters selected and no active_filters then run coreAnalyzer
if len(a.Filters) == 0 && len(activeFilters) == 0 {
if verbose {
fmt.Println("Debug: No filters selected and no active filters found, run all core analyzers.")
}
for name, analyzer := range coreAnalyzerMap {
var wg sync.WaitGroup
var mutex sync.Mutex
for _, analyzer := range coreAnalyzerMap {
wg.Add(1)
semaphore <- struct{}{}
go a.executeAnalyzer(analyzer, name, analyzerConfig, semaphore, &wg, &mutex)
go func(analyzer common.IAnalyzer, wg *sync.WaitGroup, semaphore chan struct{}) {
defer wg.Done()
results, err := analyzer.Analyze(analyzerConfig)
if err != nil {
mutex.Lock()
a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", reflect.TypeOf(analyzer).Name(), err))
mutex.Unlock()
}
mutex.Lock()
a.Results = append(a.Results, results...)
mutex.Unlock()
<-semaphore
}(analyzer, &wg, semaphore)
}
wg.Wait()
return
}
semaphore = make(chan struct{}, a.MaxConcurrency)
// if the filters flag is specified
if len(a.Filters) != 0 {
if verbose {
fmt.Printf("Debug: Filter flags %v specified, run selected core analyzers.\n", a.Filters)
}
var wg sync.WaitGroup
var mutex sync.Mutex
for _, filter := range a.Filters {
if analyzer, ok := analyzerMap[filter]; ok {
semaphore <- struct{}{}
wg.Add(1)
go a.executeAnalyzer(analyzer, filter, analyzerConfig, semaphore, &wg, &mutex)
go func(analyzer common.IAnalyzer, filter string) {
defer wg.Done()
results, err := analyzer.Analyze(analyzerConfig)
if err != nil {
mutex.Lock()
a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
mutex.Unlock()
}
mutex.Lock()
a.Results = append(a.Results, results...)
mutex.Unlock()
<-semaphore
}(analyzer, filter)
} else {
a.Errors = append(a.Errors, fmt.Sprintf("\"%s\" filter does not exist. Please run k8sgpt filters list.", filter))
}
@@ -367,82 +227,37 @@ func (a *Analysis) RunAnalysis() {
return
}
var wg sync.WaitGroup
var mutex sync.Mutex
semaphore = make(chan struct{}, a.MaxConcurrency)
// use active_filters
if len(activeFilters) > 0 && verbose {
fmt.Printf("Debug: Found active filters %v, run selected core analyzers.\n", activeFilters)
}
for _, filter := range activeFilters {
if analyzer, ok := analyzerMap[filter]; ok {
semaphore <- struct{}{}
wg.Add(1)
go a.executeAnalyzer(analyzer, filter, analyzerConfig, semaphore, &wg, &mutex)
go func(analyzer common.IAnalyzer, filter string) {
defer wg.Done()
results, err := analyzer.Analyze(analyzerConfig)
if err != nil {
mutex.Lock()
a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
mutex.Unlock()
}
mutex.Lock()
a.Results = append(a.Results, results...)
mutex.Unlock()
<-semaphore
}(analyzer, filter)
}
}
wg.Wait()
}
func (a *Analysis) executeAnalyzer(analyzer common.IAnalyzer, filter string, analyzerConfig common.Analyzer, semaphore chan struct{}, wg *sync.WaitGroup, mutex *sync.Mutex) {
defer wg.Done()
var startTime time.Time
var elapsedTime time.Duration
// Start the timer
if a.WithStats {
startTime = time.Now()
}
// Run the analyzer
verbose := viper.GetBool("verbose")
if verbose {
fmt.Printf("Debug: %s launched.\n", reflect.TypeOf(analyzer).Name())
}
results, err := analyzer.Analyze(analyzerConfig)
if err != nil {
fmt.Println(err)
}
// Measure the time taken
if a.WithStats {
elapsedTime = time.Since(startTime)
}
stat := common.AnalysisStats{
Analyzer: filter,
DurationTime: elapsedTime,
}
mutex.Lock()
defer mutex.Unlock()
if err != nil {
if a.WithStats {
a.Stats = append(a.Stats, stat)
}
a.Errors = append(a.Errors, fmt.Sprintf("[%s] %s", filter, err))
if verbose {
fmt.Printf("Debug: %s completed with errors.\n", reflect.TypeOf(analyzer).Name())
}
} else {
if a.WithStats {
a.Stats = append(a.Stats, stat)
}
a.Results = append(a.Results, results...)
if verbose {
fmt.Printf("Debug: %s completed without errors.\n", reflect.TypeOf(analyzer).Name())
}
}
<-semaphore
}
func (a *Analysis) GetAIResults(output string, anonymize bool) error {
if len(a.Results) == 0 {
return nil
}
verbose := viper.GetBool("verbose")
if verbose {
fmt.Println("Debug: Generating AI analysis.")
}
var bar *progressbar.ProgressBar
if output != "json" {
bar = progressbar.Default(int64(len(a.Results)))
@@ -451,10 +266,6 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
for index, analysis := range a.Results {
var texts []string
if bar != nil && verbose {
bar.Describe(fmt.Sprintf("Analyzing %s", analysis.Kind))
}
for _, failure := range analysis.Error {
if anonymize {
for _, s := range failure.Sensitive {
@@ -525,9 +336,6 @@ func (a *Analysis) getAIResultForSanitizedFailures(texts []string, promptTmpl st
// Process template.
prompt := fmt.Sprintf(strings.TrimSpace(promptTmpl), a.Language, inputKey)
if a.AIClient.GetName() == ai.CustomRestClientName {
prompt = fmt.Sprintf(ai.PromptMap["raw"], a.Language, inputKey, prompt)
}
response, err := a.AIClient.GetCompletion(a.Context, prompt)
if err != nil {
return "", err

View File

@@ -17,17 +17,8 @@ import (
"context"
"encoding/json"
"fmt"
"reflect"
"strings"
"testing"
"github.com/agiledragon/gomonkey/v2"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/magiconair/properties/assert"
"github.com/spf13/viper"
"github.com/stretchr/testify/require"
@@ -35,15 +26,11 @@ import (
networkingv1 "k8s.io/api/networking/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
"k8s.io/client-go/rest"
"strings"
"testing"
)
// helper function: get type name of an analyzer
func getTypeName(i interface{}) string {
return reflect.TypeOf(i).Name()
}
// helper function: run analysis with filter
// sub-function
func analysis_RunAnalysisFilterTester(t *testing.T, filterFlag string) []common.Result {
clientset := fake.NewSimpleClientset(
&v1.Pod{
@@ -98,7 +85,6 @@ func analysis_RunAnalysisFilterTester(t *testing.T, filterFlag string) []common.
Client: &kubernetes.Client{
Client: clientset,
},
WithDoc: true,
}
if len(filterFlag) > 0 {
// `--filter` is explicitly given
@@ -147,10 +133,6 @@ func TestAnalysis_RunAnalysisActiveFilter(t *testing.T) {
viper.SetDefault("active_filters", []string{"Ingress", "Service", "Pod"})
results = analysis_RunAnalysisFilterTester(t, "")
assert.Equal(t, len(results), 3)
// Invalid filter
results = analysis_RunAnalysisFilterTester(t, "invalid")
assert.Equal(t, len(results), 0)
}
func TestAnalysis_NoProblemJsonOutput(t *testing.T) {
@@ -297,369 +279,3 @@ func TestAnalysis_MultipleProblemJsonOutput(t *testing.T) {
require.Equal(t, got, expected)
}
func TestNewAnalysis(t *testing.T) {
disabledCache := cache.New("disabled-cache")
disabledCache.DisableCache()
aiClient := &ai.NoOpAIClient{}
results := []common.Result{
{
Kind: "VulnerabilityReport",
Error: []common.Failure{
{
Text: "This is a custom failure",
KubernetesDoc: "test-kubernetes-doc",
Sensitive: []common.Sensitive{
{
Masked: "masked-error",
Unmasked: "unmasked-error",
},
},
},
},
},
}
tests := []struct {
name string
a Analysis
output string
anonymize bool
expectedErr string
}{
{
name: "Empty results",
a: Analysis{},
},
{
name: "cache disabled",
a: Analysis{
AIClient: aiClient,
Cache: disabledCache,
Results: results,
},
},
{
name: "output and anonymize both set",
a: Analysis{
AIClient: aiClient,
Cache: cache.New("test-cache"),
Results: results,
},
output: "test-output",
anonymize: true,
},
}
for _, tt := range tests {
tt := tt
t.Run(tt.name, func(t *testing.T) {
err := tt.a.GetAIResults(tt.output, tt.anonymize)
if tt.expectedErr == "" {
require.NoError(t, err)
} else {
require.ErrorContains(t, err, tt.expectedErr)
}
})
}
}
func TestGetAIResultForSanitizedFailures(t *testing.T) {
enabledCache := cache.New("enabled-cache")
disabledCache := cache.New("disabled-cache")
disabledCache.DisableCache()
aiClient := &ai.NoOpAIClient{}
tests := []struct {
name string
a Analysis
texts []string
promptTmpl string
expectedOutput string
expectedErr string
}{
{
name: "Cache enabled",
a: Analysis{
AIClient: aiClient,
Cache: enabledCache,
},
texts: []string{"some-data"},
expectedOutput: "I am a noop response to the prompt %!(EXTRA string=, string=some-data)",
},
{
name: "cache disabled",
a: Analysis{
AIClient: aiClient,
Cache: disabledCache,
Language: "English",
},
texts: []string{"test input"},
promptTmpl: "Response in %s: %s",
expectedOutput: "I am a noop response to the prompt Response in English: test input",
},
}
for _, tt := range tests {
tt := tt
t.Run(tt.name, func(t *testing.T) {
output, err := tt.a.getAIResultForSanitizedFailures(tt.texts, tt.promptTmpl)
if tt.expectedErr == "" {
require.NoError(t, err)
require.Equal(t, tt.expectedOutput, output)
} else {
require.ErrorContains(t, err, tt.expectedErr)
require.Empty(t, output)
}
})
}
}
// Test: Verbose output in NewAnalysis with explain=false
func TestVerbose_NewAnalysisWithoutExplain(t *testing.T) {
// Set viper config.
viper.Set("verbose", true)
viper.Set("kubecontext", "dummy")
viper.Set("kubeconfig", "dummy")
// Patch kubernetes.NewClient to return a dummy client.
patches := gomonkey.ApplyFunc(kubernetes.NewClient, func(kubecontext, kubeconfig string) (*kubernetes.Client, error) {
return &kubernetes.Client{
Config: &rest.Config{Host: "fake-server"},
}, nil
})
defer patches.Reset()
output := util.CaptureOutput(func() {
a, err := NewAnalysis(
"", "english", []string{"Pod"}, "default", "", true,
false, // explain
10, false, false, []string{}, false,
)
require.NoError(t, err)
a.Close()
})
expectedOutputs := []string{
"Debug: Checking kubernetes client initialization.",
"Debug: Kubernetes client initialized, server=fake-server.",
"Debug: Checking cache configuration.",
"Debug: Cache configuration loaded, type=file.",
"Debug: Cache disabled.",
"Debug: Analysis configuration loaded, filters=[Pod], language=english, namespace=default, labelSelector=none, explain=false, maxConcurrency=10, withDoc=false, withStats=false.",
}
for _, expected := range expectedOutputs {
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
}
// Test: Verbose output in NewAnalysis with explain=true
func TestVerbose_NewAnalysisWithExplain(t *testing.T) {
// Set viper config.
viper.Set("verbose", true)
viper.Set("kubecontext", "dummy")
viper.Set("kubeconfig", "dummy")
// Set a dummy AI configuration.
dummyAIConfig := map[string]interface{}{
"defaultProvider": "dummy",
"providers": []map[string]interface{}{
{
"name": "dummy",
"baseUrl": "http://dummy",
"model": "dummy-model",
"customHeaders": map[string]string{},
},
},
}
viper.Set("ai", dummyAIConfig)
// Patch kubernetes.NewClient to return a dummy client.
patches := gomonkey.ApplyFunc(kubernetes.NewClient, func(kubecontext, kubeconfig string) (*kubernetes.Client, error) {
return &kubernetes.Client{
Config: &rest.Config{Host: "fake-server"},
}, nil
})
defer patches.Reset()
// Patch ai.NewClient to return a NoOp client.
patches2 := gomonkey.ApplyFunc(ai.NewClient, func(name string) ai.IAI {
return &ai.NoOpAIClient{}
})
defer patches2.Reset()
output := util.CaptureOutput(func() {
a, err := NewAnalysis(
"", "english", []string{"Pod"}, "default", "", true,
true, // explain
10, false, false, []string{}, false,
)
require.NoError(t, err)
a.Close()
})
expectedOutputs := []string{
"Debug: Checking AI configuration.",
"Debug: Using default AI provider dummy.",
"Debug: AI configuration loaded, provider=dummy, baseUrl=http://dummy, model=dummy-model.",
"Debug: Checking AI client initialization.",
"Debug: AI client initialized.",
}
for _, expected := range expectedOutputs {
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
}
// Test: Verbose output in RunAnalysis with filter flag
func TestVerbose_RunAnalysisWithFilter(t *testing.T) {
viper.Set("verbose", true)
// Run analysis with a filter flag ("Pod") to trigger debug output.
output := util.CaptureOutput(func() {
_ = analysis_RunAnalysisFilterTester(t, "Pod")
})
expectedOutputs := []string{
"Debug: Filter flags [Pod] specified, run selected core analyzers.",
"Debug: PodAnalyzer launched.",
"Debug: PodAnalyzer completed without errors.",
}
for _, expected := range expectedOutputs {
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
}
// Test: Verbose output in RunAnalysis with active filter
func TestVerbose_RunAnalysisWithActiveFilter(t *testing.T) {
viper.Set("verbose", true)
viper.SetDefault("active_filters", "Ingress")
output := util.CaptureOutput(func() {
_ = analysis_RunAnalysisFilterTester(t, "")
})
expectedOutputs := []string{
"Debug: Found active filters [Ingress], run selected core analyzers.",
"Debug: IngressAnalyzer launched.",
"Debug: IngressAnalyzer completed without errors.",
}
for _, expected := range expectedOutputs {
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
}
// Test: Verbose output in RunAnalysis without any filter (run all core analyzers)
func TestVerbose_RunAnalysisWithoutFilter(t *testing.T) {
viper.Set("verbose", true)
// Clear filter flag and active_filters to run all core analyzers.
viper.SetDefault("active_filters", []string{})
output := util.CaptureOutput(func() {
_ = analysis_RunAnalysisFilterTester(t, "")
})
// Check for debug message indicating no filters.
expectedNoFilter := "Debug: No filters selected and no active filters found, run all core analyzers."
if !util.Contains(output, expectedNoFilter) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expectedNoFilter, output)
}
// Get all core analyzers from analyzer.GetAnalyzerMap()
coreAnalyzerMap, _ := analyzer.GetAnalyzerMap()
for _, analyzerInstance := range coreAnalyzerMap {
analyzerType := getTypeName(analyzerInstance)
expectedLaunched := fmt.Sprintf("Debug: %s launched.", analyzerType)
expectedCompleted := fmt.Sprintf("Debug: %s completed without errors.", analyzerType)
if !util.Contains(output, expectedLaunched) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expectedLaunched, output)
}
if !util.Contains(output, expectedCompleted) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expectedCompleted, output)
}
}
}
// Test: Verbose output in RunCustomAnalysis without custom analyzer
func TestVerbose_RunCustomAnalysisWithoutCustomAnalyzer(t *testing.T) {
viper.Set("verbose", true)
// Set custom_analyzers to empty array to trigger "No custom analyzers" debug message.
viper.Set("custom_analyzers", []interface{}{})
analysisObj := &Analysis{
MaxConcurrency: 1,
}
output := util.CaptureOutput(func() {
analysisObj.RunCustomAnalysis()
})
expected := "Debug: No custom analyzers found."
if !util.Contains(output, "Debug: No custom analyzers found.") {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
// Test: Verbose output in RunCustomAnalysis with custom analyzer
func TestVerbose_RunCustomAnalysisWithCustomAnalyzer(t *testing.T) {
viper.Set("verbose", true)
// Set custom_analyzers with one custom analyzer using "fake" connection.
viper.Set("custom_analyzers", []map[string]interface{}{
{
"name": "TestCustomAnalyzer",
"connection": map[string]interface{}{"url": "127.0.0.1", "port": "2333"},
},
})
analysisObj := &Analysis{
MaxConcurrency: 1,
}
output := util.CaptureOutput(func() {
analysisObj.RunCustomAnalysis()
})
assert.Equal(t, 1, len(analysisObj.Errors)) // connection error
expectedOutputs := []string{
"Debug: Found custom analyzers [TestCustomAnalyzer].",
"Debug: TestCustomAnalyzer launched.",
"Debug: TestCustomAnalyzer completed with errors.",
}
for _, expected := range expectedOutputs {
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}
}
// Test: Verbose output in GetAIResults
func TestVerbose_GetAIResults(t *testing.T) {
viper.Set("verbose", true)
disabledCache := cache.New("disabled-cache")
disabledCache.DisableCache()
aiClient := &ai.NoOpAIClient{}
analysisObj := Analysis{
AIClient: aiClient,
Cache: disabledCache,
Results: []common.Result{
{
Kind: "Deployment",
Name: "test-deployment",
Error: []common.Failure{{Text: "test-problem", Sensitive: []common.Sensitive{}}},
Details: "test-solution",
ParentObject: "parent-resource",
},
},
Namespace: "default",
}
output := util.CaptureOutput(func() {
_ = analysisObj.GetAIResults("json", false)
})
expected := "Debug: Generating AI analysis."
if !util.Contains(output, expected) {
t.Errorf("Expected output to contain: '%s', but got output: '%s'", expected, output)
}
}

View File

@@ -55,18 +55,6 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
return output, nil
}
func (a *Analysis) PrintStats() []byte {
var output strings.Builder
output.WriteString(color.YellowString("The stats mode allows for debugging and understanding the time taken by an analysis by displaying the statistics of each analyzer.\n"))
for _, stat := range a.Stats {
output.WriteString(fmt.Sprintf("- Analyzer %s took %s \n", color.YellowString(stat.Analyzer), stat.DurationTime))
}
return []byte(output.String())
}
func (a *Analysis) textOutput() ([]byte, error) {
var output strings.Builder
@@ -90,10 +78,8 @@ func (a *Analysis) textOutput() ([]byte, error) {
return []byte(output.String()), nil
}
for n, result := range a.Results {
output.WriteString(fmt.Sprintf("%s: %s %s(%s)\n", color.CyanString("%d", n),
color.HiYellowString(result.Kind),
color.YellowString(result.Name),
color.CyanString(result.ParentObject)))
output.WriteString(fmt.Sprintf("%s %s(%s)\n", color.CyanString("%d", n),
color.YellowString(result.Name), color.CyanString(result.ParentObject)))
for _, err := range result.Error {
output.WriteString(fmt.Sprintf("- %s %s\n", color.RedString("Error:"), color.RedString(err.Text)))
if err.KubernetesDoc != "" {

View File

@@ -1,64 +0,0 @@
/*
Copyright 2024 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analysis
import (
"testing"
"github.com/stretchr/testify/require"
)
func TestPrintOutput(t *testing.T) {
require.NotEmpty(t, getOutputFormats())
tests := []struct {
name string
a *Analysis
format string
expectedOutput string
expectedErr string
}{
{
name: "json format",
a: &Analysis{},
format: "json",
expectedOutput: "{\n \"provider\": \"\",\n \"errors\": null,\n \"status\": \"OK\",\n \"problems\": 0,\n \"results\": null\n}",
},
{
name: "text format",
a: &Analysis{},
format: "text",
expectedOutput: "AI Provider: AI not used; --explain not set\n\nNo problems detected\n",
},
{
name: "unsupported format",
a: &Analysis{},
format: "unsupported",
expectedErr: "unsupported output format: unsupported. Available format",
},
}
for _, tt := range tests {
tt := tt
t.Run(tt.name, func(t *testing.T) {
output, err := tt.a.PrintOutput(tt.format)
if tt.expectedErr == "" {
require.NoError(t, err)
require.Contains(t, string(output), tt.expectedOutput)
} else {
require.ErrorContains(t, err, tt.expectedErr)
require.Nil(t, output)
}
})
}
}

View File

@@ -39,31 +39,20 @@ var coreAnalyzerMap = map[string]common.IAnalyzer{
"Service": ServiceAnalyzer{},
"Ingress": IngressAnalyzer{},
"StatefulSet": StatefulSetAnalyzer{},
"Job": JobAnalyzer{},
"CronJob": CronJobAnalyzer{},
"Node": NodeAnalyzer{},
"ValidatingWebhookConfiguration": ValidatingWebhookAnalyzer{},
"MutatingWebhookConfiguration": MutatingWebhookAnalyzer{},
"ConfigMap": ConfigMapAnalyzer{},
}
var additionalAnalyzerMap = map[string]common.IAnalyzer{
"HorizontalPodAutoscaler": HpaAnalyzer{},
"HorizontalPodAutoScaler": HpaAnalyzer{},
"PodDisruptionBudget": PdbAnalyzer{},
"NetworkPolicy": NetworkPolicyAnalyzer{},
"Log": LogAnalyzer{},
"GatewayClass": GatewayClassAnalyzer{},
"Gateway": GatewayAnalyzer{},
"HTTPRoute": HTTPRouteAnalyzer{},
"Storage": StorageAnalyzer{},
"Security": SecurityAnalyzer{},
"ClusterCatalog": ClusterCatalogAnalyzer{},
"ClusterExtension": ClusterExtensionAnalyzer{},
"ClusterServiceVersion": ClusterServiceVersionAnalyzer{},
"Subscription": SubscriptionAnalyzer{},
"InstallPlan": InstallPlanAnalyzer{},
"CatalogSource": CatalogSourceAnalyzer{},
"OperatorGroup": OperatorGroupAnalyzer{},
}
func ListFilters() ([]string, []string, []string) {

View File

@@ -1,53 +0,0 @@
package analyzer
import (
"fmt"
"strings"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type CatalogSourceAnalyzer struct{}
var catSrcGVR = schema.GroupVersionResource{
Group: "operators.coreos.com",
Version: "v1alpha1",
Resource: "catalogsources",
}
func (CatalogSourceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "CatalogSource"
if a.Client.GetDynamicClient() == nil {
return nil, fmt.Errorf("dynamic client is nil in %s analyzer", kind)
}
list, err := a.Client.GetDynamicClient().
Resource(catSrcGVR).Namespace(metav1.NamespaceAll).
List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var results []common.Result
for _, item := range list.Items {
ns, name := item.GetNamespace(), item.GetName()
state, _, _ := unstructured.NestedString(item.Object, "status", "connectionState", "lastObservedState")
addr, _, _ := unstructured.NestedString(item.Object, "status", "connectionState", "address")
// Only report if state is present and not READY
if state != "" && strings.ToUpper(state) != "READY" {
results = append(results, common.Result{
Kind: kind,
Name: ns + "/" + name,
Error: []common.Failure{{
Text: fmt.Sprintf("connectionState=%s (address=%s)", state, addr),
}},
})
}
}
return results, nil
}

View File

@@ -1,107 +0,0 @@
package analyzer
import (
"context"
"strings"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
dynamicfake "k8s.io/client-go/dynamic/fake"
)
func TestCatalogSourceAnalyzer_UnhealthyState_ReturnsResult(t *testing.T) {
cs := &unstructured.Unstructured{
Object: map[string]any{
"apiVersion": "operators.coreos.com/v1alpha1",
"kind": "CatalogSource",
"metadata": map[string]any{
"name": "broken-operators-external",
"namespace": "openshift-marketplace",
},
"status": map[string]any{
"connectionState": map[string]any{
"lastObservedState": "TRANSIENT_FAILURE",
"address": "not-a-real-host.invalid:50051",
},
},
},
}
listKinds := map[schema.GroupVersionResource]string{
{Group: "operators.coreos.com", Version: "v1alpha1", Resource: "catalogsources"}: "CatalogSourceList",
}
scheme := runtime.NewScheme()
dc := dynamicfake.NewSimpleDynamicClientWithCustomListKinds(scheme, listKinds, cs)
a := common.Analyzer{
Context: context.TODO(),
Client: &kubernetes.Client{DynamicClient: dc},
}
res, err := (CatalogSourceAnalyzer{}).Analyze(a)
if err != nil {
t.Fatalf("Analyze error: %v", err)
}
if len(res) != 1 {
t.Fatalf("expected 1 result, got %d", len(res))
}
if res[0].Kind != "CatalogSource" || !strings.Contains(res[0].Name, "openshift-marketplace/broken-operators-external") {
t.Fatalf("unexpected result: %#v", res[0])
}
if len(res[0].Error) == 0 || !strings.Contains(res[0].Error[0].Text, "TRANSIENT_FAILURE") {
t.Fatalf("expected TRANSIENT_FAILURE in message, got %#v", res[0].Error)
}
}
func TestCatalogSourceAnalyzer_HealthyOrNoState_Ignored(t *testing.T) {
// One READY (healthy), one with no status at all: both should be ignored.
ready := &unstructured.Unstructured{
Object: map[string]any{
"apiVersion": "operators.coreos.com/v1alpha1",
"kind": "CatalogSource",
"metadata": map[string]any{
"name": "ready-operators",
"namespace": "openshift-marketplace",
},
"status": map[string]any{
"connectionState": map[string]any{
"lastObservedState": "READY",
"address": "somewhere",
},
},
},
}
nostate := &unstructured.Unstructured{
Object: map[string]any{
"apiVersion": "operators.coreos.com/v1alpha1",
"kind": "CatalogSource",
"metadata": map[string]any{
"name": "no-status-operators",
"namespace": "openshift-marketplace",
},
},
}
listKinds := map[schema.GroupVersionResource]string{
{Group: "operators.coreos.com", Version: "v1alpha1", Resource: "catalogsources"}: "CatalogSourceList",
}
scheme := runtime.NewScheme()
dc := dynamicfake.NewSimpleDynamicClientWithCustomListKinds(scheme, listKinds, ready, nostate)
a := common.Analyzer{
Context: context.TODO(),
Client: &kubernetes.Client{DynamicClient: dc},
}
res, err := (CatalogSourceAnalyzer{}).Analyze(a)
if err != nil {
t.Fatalf("Analyze error: %v", err)
}
if len(res) != 0 {
t.Fatalf("expected 0 results (healthy/nostate ignored), got %d", len(res))
}
}

View File

@@ -1,161 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"regexp"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type ClusterCatalogAnalyzer struct{}
func (ClusterCatalogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ClusterCatalog"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
var clusterCatalogGVR = schema.GroupVersionResource{
Group: "olm.operatorframework.io",
Version: "v1",
Resource: "clustercatalogs",
}
if a.Client == nil {
return nil, fmt.Errorf("client is nil in ClusterCatalogAnalyzer")
}
if a.Client.GetDynamicClient() == nil {
return nil, fmt.Errorf("dynamic client is nil in ClusterCatalogAnalyzer")
}
list, err := a.Client.GetDynamicClient().Resource(clusterCatalogGVR).Namespace("").List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
for _, item := range list.Items {
var failures []common.Failure
catalog, err := ConvertToClusterCatalog(&item)
if err != nil {
continue
}
fmt.Printf("ClusterCatalog: %s | Source: %s\n", catalog.Name, catalog.Spec.Source.Image.Ref)
failures, err = ValidateClusterCatalog(failures, catalog)
if err != nil {
continue
}
if len(failures) > 0 {
preAnalysis[catalog.Name] = common.PreAnalysis{
Catalog: *catalog,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, catalog.Name, "").Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Node.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, err
}
func ConvertToClusterCatalog(u *unstructured.Unstructured) (*common.ClusterCatalog, error) {
var cc common.ClusterCatalog
err := runtime.DefaultUnstructuredConverter.FromUnstructured(u.Object, &cc)
if err != nil {
return nil, fmt.Errorf("failed to convert to ClusterCatalog: %w", err)
}
return &cc, nil
}
func addCatalogConditionFailure(failures []common.Failure, catalogName string, catalogCondition metav1.Condition) []common.Failure {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("OLMv1 ClusterCatalog: %s has condition of type %s, reason %s: %s", catalogName, catalogCondition.Type, catalogCondition.Reason, catalogCondition.Message),
Sensitive: []common.Sensitive{
{
Unmasked: catalogName,
Masked: util.MaskString(catalogName),
},
},
})
return failures
}
func addCatalogFailure(failures []common.Failure, catalogName string, err error) []common.Failure {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("%s has error: %s", catalogName, err.Error()),
Sensitive: []common.Sensitive{
{
Unmasked: catalogName,
Masked: util.MaskString(catalogName),
},
},
})
return failures
}
func ValidateClusterCatalog(failures []common.Failure, catalog *common.ClusterCatalog) ([]common.Failure, error) {
if !isValidImageRef(catalog.Spec.Source.Image.Ref) {
failures = addCatalogFailure(failures, catalog.Name, fmt.Errorf("invalid image ref format in spec.source.image.ref: %s", catalog.Spec.Source.Image.Ref))
}
// Check status.resolvedSource.image.ref ends with @sha256:...
if catalog.Status.ResolvedSource != nil {
if catalog.Status.ResolvedSource.Image.Ref == "" {
failures = addCatalogFailure(failures, catalog.Name, fmt.Errorf("missing status.resolvedSource.image.ref"))
}
if !regexp.MustCompile(`@sha256:[a-f0-9]{64}$`).MatchString(catalog.Status.ResolvedSource.Image.Ref) {
failures = addCatalogFailure(failures, catalog.Name, fmt.Errorf("status.resolvedSource.image.ref must end with @sha256:<digest>"))
}
}
for _, condition := range catalog.Status.Conditions {
if condition.Status != "True" && condition.Type == "Serving" {
failures = addCatalogConditionFailure(failures, catalog.Name, condition)
}
if condition.Type == "Progressing" && condition.Reason != "Succeeded" {
failures = addCatalogConditionFailure(failures, catalog.Name, condition)
}
}
return failures, nil
}
// isValidImageRef does a simple regex check to validate image refs
func isValidImageRef(ref string) bool {
pattern := `^([a-zA-Z0-9\-\.]+(?::[0-9]+)?/)?([a-z0-9]+(?:[._\-\/][a-z0-9]+)*)(:[\w][\w.-]{0,127})?(?:@sha256:[a-f0-9]{64})?$`
return regexp.MustCompile(pattern).MatchString(ref)
}

View File

@@ -1,182 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"fmt"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
dynamicfake "k8s.io/client-go/dynamic/fake"
"k8s.io/client-go/kubernetes/fake"
)
func TestClusterCatalogAnalyzer(t *testing.T) {
gvr := schema.GroupVersionResource{
Group: "olm.operatorframework.io",
Version: "v1",
Resource: "clustercatalogs",
}
scheme := runtime.NewScheme()
dynamicClient := dynamicfake.NewSimpleDynamicClientWithCustomListKinds(
scheme,
map[schema.GroupVersionResource]string{
gvr: "ClusterCatalogList",
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterCatalog",
"metadata": map[string]interface{}{
"name": "Valid ClusterCatalog",
},
"spec": map[string]interface{}{
"availabilityMode": "Available",
"source": map[string]interface{}{
"type": "Image",
"image": map[string]interface{}{
"ref": "registry.redhat.io/redhat/community-operator-index:v4.19",
"pollIntervalMinutes": float64(10),
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Succeeded",
},
map[string]interface{}{
"type": "Serving",
"status": "True",
"reason": "Available",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterCatalog",
"metadata": map[string]interface{}{
"name": "Invalid availabilityMode",
},
"spec": map[string]interface{}{
"availabilityMode": "test",
"source": map[string]interface{}{
"type": "Image",
"image": map[string]interface{}{
"ref": "registry.redhat.io/redhat/community-operator-index:v4.19",
"pollIntervalMinutes": float64(10),
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Retrying",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterCatalog",
"metadata": map[string]interface{}{
"name": "Invalid pollIntervalMinutes",
},
"spec": map[string]interface{}{
"availabilityMode": "Available",
"source": map[string]interface{}{
"type": "Image",
"image": map[string]interface{}{
"ref": "registry.redhat.io/redhat/community-operator-index:v4.19",
"pollIntervalMinutes": float64(0),
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Retrying",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterCatalog",
"metadata": map[string]interface{}{
"name": "Invalid image reference",
},
"spec": map[string]interface{}{
"availabilityMode": "Available",
"source": map[string]interface{}{
"type": "Image",
"image": map[string]interface{}{
"ref": "quay.io/test/community-operator-index:v4.19",
"pollIntervalMinutes": float64(10),
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Retrying",
},
},
},
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(),
DynamicClient: dynamicClient,
},
Context: context.Background(),
Namespace: "test",
}
ccAnalyzer := ClusterCatalogAnalyzer{}
results, err := ccAnalyzer.Analyze(config)
for _, res := range results {
fmt.Printf("Result: %s | Failures: %d\n", res.Name, len(res.Error))
for _, err := range res.Error {
fmt.Printf(" - %s\n", err)
}
}
require.NoError(t, err)
require.Equal(t, 3, len(results))
}

View File

@@ -1,148 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type ClusterExtensionAnalyzer struct{}
func (ClusterExtensionAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ClusterExtension"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
var clusterExtensionGVR = schema.GroupVersionResource{
Group: "olm.operatorframework.io",
Version: "v1",
Resource: "clusterextensions",
}
if a.Client == nil {
return nil, fmt.Errorf("client is nil in ClusterExtensionAnalyzer")
}
if a.Client.GetDynamicClient() == nil {
return nil, fmt.Errorf("dynamic client is nil in ClusterExtensionAnalyzer")
}
list, err := a.Client.GetDynamicClient().Resource(clusterExtensionGVR).Namespace("").List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
for _, item := range list.Items {
var failures []common.Failure
extension, err := ConvertToClusterExtension(&item)
if err != nil {
continue
}
fmt.Printf("ClusterExtension: %s | Source: %s\n", extension.Name, extension.Spec.Source.Catalog.PackageName)
failures, err = ValidateClusterExtension(failures, extension)
if err != nil {
continue
}
if len(failures) > 0 {
preAnalysis[extension.Name] = common.PreAnalysis{
Extension: *extension,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, extension.Name, "").Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Node.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, err
}
func ConvertToClusterExtension(u *unstructured.Unstructured) (*common.ClusterExtension, error) {
var ce common.ClusterExtension
err := runtime.DefaultUnstructuredConverter.FromUnstructured(u.Object, &ce)
if err != nil {
return nil, fmt.Errorf("failed to convert to ClusterExtension: %w", err)
}
return &ce, nil
}
func addExtensionConditionFailure(failures []common.Failure, extensionName string, extensionCondition metav1.Condition) []common.Failure {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("OLMv1 ClusterExtension: %s has condition of type %s, reason %s: %s", extensionName, extensionCondition.Type, extensionCondition.Reason, extensionCondition.Message),
Sensitive: []common.Sensitive{
{
Unmasked: extensionName,
Masked: util.MaskString(extensionName),
},
},
})
return failures
}
func addExtensionFailure(failures []common.Failure, extensionName string, err error) []common.Failure {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("%s has error: %s", extensionName, err.Error()),
Sensitive: []common.Sensitive{
{
Unmasked: extensionName,
Masked: util.MaskString(extensionName),
},
},
})
return failures
}
func ValidateClusterExtension(failures []common.Failure, extension *common.ClusterExtension) ([]common.Failure, error) {
if extension.Spec.Source.Catalog != nil && extension.Spec.Source.Catalog.UpgradeConstraintPolicy != "CatalogProvided" && extension.Spec.Source.Catalog.UpgradeConstraintPolicy != "SelfCertified" {
failures = addExtensionFailure(failures, extension.Name, fmt.Errorf("invalid or missing extension.Spec.Source.Catalog.UpgradeConstraintPolicy (expecting 'SelfCertified' or 'CatalogProvided')"))
}
if extension.Spec.Source.SourceType != "Catalog" {
failures = addExtensionFailure(failures, extension.Name, fmt.Errorf("invalid or missing spec.source.sourceType (expecting 'Catalog')"))
}
for _, condition := range extension.Status.Conditions {
if condition.Status != "True" && condition.Type == "Installed" {
failures = addExtensionConditionFailure(failures, extension.Name, condition)
}
if condition.Type == "Progressing" && condition.Reason != "Succeeded" {
failures = addExtensionConditionFailure(failures, extension.Name, condition)
}
}
return failures, nil
}

View File

@@ -1,179 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"fmt"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
dynamicfake "k8s.io/client-go/dynamic/fake"
"k8s.io/client-go/kubernetes/fake"
)
func TestClusterExtensionAnalyzer(t *testing.T) {
gvr := schema.GroupVersionResource{
Group: "olm.operatorframework.io",
Version: "v1",
Resource: "clusterextensions",
}
scheme := runtime.NewScheme()
dynamicClient := dynamicfake.NewSimpleDynamicClientWithCustomListKinds(
scheme,
map[schema.GroupVersionResource]string{
gvr: "ClusterExtensionList",
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterExtension",
"metadata": map[string]interface{}{
"name": "Valid SelfCertified ClusterExtension",
},
"spec": map[string]interface{}{
"source": map[string]interface{}{
"sourceType": "Catalog",
"catalog": map[string]interface{}{
"upgradeConstraintPolicy": "SelfCertified",
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Installed",
"status": "True",
"reason": "Succeeded",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterExtension",
"metadata": map[string]interface{}{
"name": "Valid CatalogProvided ClusterExtension",
},
"spec": map[string]interface{}{
"source": map[string]interface{}{
"sourceType": "Catalog",
"catalog": map[string]interface{}{
"upgradeConstraintPolicy": "CatalogProvided",
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Installed",
"status": "True",
"reason": "Succeeded",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterExtension",
"metadata": map[string]interface{}{
"name": "Invalid UpgradeConstraintPolicy",
},
"spec": map[string]interface{}{
"source": map[string]interface{}{
"sourceType": "Catalog",
"catalog": map[string]interface{}{
"upgradeConstraintPolicy": "InvalidPolicy",
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Retrying",
},
map[string]interface{}{
"type": "Installed",
"status": "False",
"reason": "Failed",
},
},
},
},
},
&unstructured.Unstructured{
Object: map[string]interface{}{
"apiVersion": "olm.operatorframework.io/v1",
"kind": "ClusterExtension",
"metadata": map[string]interface{}{
"name": "Invalid SourceType",
},
"spec": map[string]interface{}{
"source": map[string]interface{}{
"sourceType": "Git",
"catalog": map[string]interface{}{
"upgradeConstraintPolicy": "CatalogProvided",
},
},
},
"status": map[string]interface{}{
"conditions": []interface{}{
map[string]interface{}{
"type": "Progressing",
"status": "True",
"reason": "Retrying",
},
map[string]interface{}{
"type": "Installed",
"status": "False",
"reason": "Failed",
},
},
},
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(),
DynamicClient: dynamicClient,
},
Context: context.Background(),
Namespace: "test",
}
ceAnalyzer := ClusterExtensionAnalyzer{}
results, err := ceAnalyzer.Analyze(config)
for _, res := range results {
fmt.Printf("Result: %s | Failures: %d\n", res.Name, len(res.Error))
for _, err := range res.Error {
fmt.Printf(" - %s\n", err)
}
}
require.NoError(t, err)
require.Equal(t, 2, len(results))
}

View File

@@ -1,82 +0,0 @@
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type ClusterServiceVersionAnalyzer struct{}
var csvGVR = schema.GroupVersionResource{
Group: "operators.coreos.com", Version: "v1alpha1", Resource: "clusterserviceversions",
}
func (ClusterServiceVersionAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ClusterServiceVersion"
if a.Client.GetDynamicClient() == nil {
return nil, fmt.Errorf("dynamic client is nil in %s analyzer", kind)
}
list, err := a.Client.GetDynamicClient().
Resource(csvGVR).Namespace(metav1.NamespaceAll).
List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var results []common.Result
for _, item := range list.Items {
ns := item.GetNamespace()
name := item.GetName()
phase, _, _ := unstructured.NestedString(item.Object, "status", "phase")
var failures []common.Failure
if phase != "" && phase != "Succeeded" {
// Superfície de condições para contexto
if conds, _, _ := unstructured.NestedSlice(item.Object, "status", "conditions"); len(conds) > 0 {
if msg := pickWorstCondition(conds); msg != "" {
failures = append(failures, common.Failure{Text: fmt.Sprintf("phase=%q: %s", phase, msg)})
}
} else {
failures = append(failures, common.Failure{Text: fmt.Sprintf("phase=%q (see status.conditions)", phase)})
}
}
if len(failures) > 0 {
results = append(results, common.Result{
Kind: kind,
Name: ns + "/" + name,
Error: failures,
})
}
}
return results, nil
}
// reaproveitamos o heurístico já usado em outros pontos
func pickWorstCondition(conds []interface{}) string {
for _, c := range conds {
m, ok := c.(map[string]any)
if !ok {
continue
}
if s, _ := m["status"].(string); s == "True" {
continue
}
r, _ := m["reason"].(string)
msg, _ := m["message"].(string)
if r == "" && msg == "" {
continue
}
if r != "" && msg != "" {
return r + ": " + msg
}
return r + msg
}
return ""
}

View File

@@ -1,78 +0,0 @@
package analyzer
import (
"context"
"strings"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"k8s.io/apimachinery/pkg/apis/meta/v1/unstructured"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/runtime/schema"
dynamicfake "k8s.io/client-go/dynamic/fake"
)
func TestClusterServiceVersionAnalyzer(t *testing.T) {
ok := &unstructured.Unstructured{
Object: map[string]any{
"apiVersion": "operators.coreos.com/v1alpha1",
"kind": "ClusterServiceVersion",
"metadata": map[string]any{
"name": "ok",
"namespace": "ns1",
},
"status": map[string]any{"phase": "Succeeded"},
},
}
bad := &unstructured.Unstructured{
Object: map[string]any{
"apiVersion": "operators.coreos.com/v1alpha1",
"kind": "ClusterServiceVersion",
"metadata": map[string]any{
"name": "bad",
"namespace": "ns1",
},
"status": map[string]any{
"phase": "Failed",
// IMPORTANT: conditions must be []interface{}, not []map[string]any
"conditions": []interface{}{
map[string]any{
"status": "False",
"reason": "ErrorResolving",
"message": "missing dep",
},
},
},
},
}
listKinds := map[schema.GroupVersionResource]string{
{Group: "operators.coreos.com", Version: "v1alpha1", Resource: "clusterserviceversions"}: "ClusterServiceVersionList",
}
// Use a non-nil scheme with dynamicfake
scheme := runtime.NewScheme()
dc := dynamicfake.NewSimpleDynamicClientWithCustomListKinds(scheme, listKinds, ok, bad)
a := common.Analyzer{
Context: context.TODO(),
Client: &kubernetes.Client{DynamicClient: dc},
}
res, err := (ClusterServiceVersionAnalyzer{}).Analyze(a)
if err != nil {
t.Fatalf("Analyze error: %v", err)
}
if len(res) != 1 {
t.Fatalf("expected 1 result, got %d", len(res))
}
if res[0].Kind != "ClusterServiceVersion" || !strings.Contains(res[0].Name, "ns1/bad") {
t.Fatalf("unexpected result: %#v", res[0])
}
if len(res[0].Error) == 0 || !strings.Contains(res[0].Error[0].Text, "missing dep") {
t.Fatalf("expected 'missing dep' in failure, got %#v", res[0].Error)
}
}

View File

@@ -1,167 +0,0 @@
/*
Copyright 2024 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
)
type ConfigMapAnalyzer struct{}
func (ConfigMapAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ConfigMap"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
// Get all ConfigMaps in the namespace
configMaps, err := a.Client.GetClient().CoreV1().ConfigMaps(a.Namespace).List(a.Context, metav1.ListOptions{
LabelSelector: a.LabelSelector,
})
if err != nil {
return nil, err
}
// Get all Pods to check ConfigMap usage
pods, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var results []common.Result
// Track which ConfigMaps are used
usedConfigMaps := make(map[string]bool)
configMapUsage := make(map[string][]string) // maps ConfigMap name to list of pods using it
// Analyze ConfigMap usage in Pods
for _, pod := range pods.Items {
// Check volume mounts
for _, volume := range pod.Spec.Volumes {
if volume.ConfigMap != nil {
usedConfigMaps[volume.ConfigMap.Name] = true
configMapUsage[volume.ConfigMap.Name] = append(configMapUsage[volume.ConfigMap.Name], pod.Name)
}
}
// Check environment variables
for _, container := range pod.Spec.Containers {
for _, env := range container.EnvFrom {
if env.ConfigMapRef != nil {
usedConfigMaps[env.ConfigMapRef.Name] = true
configMapUsage[env.ConfigMapRef.Name] = append(configMapUsage[env.ConfigMapRef.Name], pod.Name)
}
}
for _, env := range container.Env {
if env.ValueFrom != nil && env.ValueFrom.ConfigMapKeyRef != nil {
usedConfigMaps[env.ValueFrom.ConfigMapKeyRef.Name] = true
configMapUsage[env.ValueFrom.ConfigMapKeyRef.Name] = append(configMapUsage[env.ValueFrom.ConfigMapKeyRef.Name], pod.Name)
}
}
}
}
// Analyze each ConfigMap
for _, cm := range configMaps.Items {
var failures []common.Failure
// Check if ConfigMap is dynamically loaded by sidecars
if isKnownSidecarPattern(cm) {
usedConfigMaps[cm.Name] = true
continue
}
// Check if usage check should be skipped
if shouldSkipUsageCheck(cm) {
continue
}
// Check for unused ConfigMaps
if !usedConfigMaps[cm.Name] {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("ConfigMap %s is not used by any pods in the namespace", cm.Name),
Sensitive: []common.Sensitive{},
})
}
// Check for empty ConfigMaps
if len(cm.Data) == 0 && len(cm.BinaryData) == 0 {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("ConfigMap %s is empty", cm.Name),
Sensitive: []common.Sensitive{},
})
}
// Check for large ConfigMaps (over 1MB)
totalSize := 0
for _, value := range cm.Data {
totalSize += len(value)
}
for _, value := range cm.BinaryData {
totalSize += len(value)
}
if totalSize > 1024*1024 { // 1MB
failures = append(failures, common.Failure{
Text: fmt.Sprintf("ConfigMap %s is larger than 1MB (%d bytes)", cm.Name, totalSize),
Sensitive: []common.Sensitive{},
})
}
if len(failures) > 0 {
results = append(results, common.Result{
Kind: kind,
Name: fmt.Sprintf("%s/%s", cm.Namespace, cm.Name),
Error: failures,
})
AnalyzerErrorsMetric.WithLabelValues(kind, cm.Name, cm.Namespace).Set(float64(len(failures)))
}
}
return results, nil
}
// isKnownSidecarPattern detects ConfigMaps that are dynamically loaded by sidecar containers
// These ConfigMaps are not directly referenced in Pod specs but are watched via Kubernetes API
func isKnownSidecarPattern(cm v1.ConfigMap) bool {
// Common sidecar patterns
knownLabels := []string{
"grafana_dashboard", // Grafana sidecar dashboard loader
"grafana_datasource", // Grafana sidecar datasource loader
"prometheus_rule", // Prometheus operator rule loader
"fluentd_config", // Fluentd config reloader
}
for _, label := range knownLabels {
if _, exists := cm.Labels[label]; exists {
return true
}
}
// User-defined marker for dynamically loaded ConfigMaps
if cm.Labels["k8sgpt.ai/dynamically-loaded"] == "true" {
return true
}
return false
}
// shouldSkipUsageCheck allows users to opt-out of usage checking
func shouldSkipUsageCheck(cm v1.ConfigMap) bool {
return cm.Annotations["k8sgpt.ai/skip-usage-check"] == "true"
}

View File

@@ -1,280 +0,0 @@
/*
Copyright 2024 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/assert"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestConfigMapAnalyzer(t *testing.T) {
tests := []struct {
name string
namespace string
configMaps []v1.ConfigMap
pods []v1.Pod
expectedErrors int
}{
{
name: "unused configmap",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "unused-cm",
Namespace: "default",
},
Data: map[string]string{
"key": "value",
},
},
},
expectedErrors: 1,
},
{
name: "empty configmap",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "empty-cm",
Namespace: "default",
},
},
},
expectedErrors: 1,
},
{
name: "large configmap",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "large-cm",
Namespace: "default",
},
Data: map[string]string{
"key": string(make([]byte, 1024*1024+1)), // 1MB + 1 byte
},
},
},
expectedErrors: 1,
},
{
name: "used configmap",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "used-cm",
Namespace: "default",
},
Data: map[string]string{
"key": "value",
},
},
},
pods: []v1.Pod{
{
ObjectMeta: metav1.ObjectMeta{
Name: "test-pod",
Namespace: "default",
},
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "test-container",
EnvFrom: []v1.EnvFromSource{
{
ConfigMapRef: &v1.ConfigMapEnvSource{
LocalObjectReference: v1.LocalObjectReference{
Name: "used-cm",
},
},
},
},
},
},
},
},
},
expectedErrors: 0,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
client := fake.NewSimpleClientset()
// Create test resources
for _, cm := range tt.configMaps {
_, err := client.CoreV1().ConfigMaps(tt.namespace).Create(context.TODO(), &cm, metav1.CreateOptions{})
assert.NoError(t, err)
}
for _, pod := range tt.pods {
_, err := client.CoreV1().Pods(tt.namespace).Create(context.TODO(), &pod, metav1.CreateOptions{})
assert.NoError(t, err)
}
analyzer := ConfigMapAnalyzer{}
results, err := analyzer.Analyze(common.Analyzer{
Client: &kubernetes.Client{Client: client},
Context: context.TODO(),
Namespace: tt.namespace,
})
assert.NoError(t, err)
assert.Equal(t, tt.expectedErrors, len(results))
})
}
}
// TestConfigMapAnalyzer_SidecarPatterns tests known sidecar patterns and skip annotations
func TestConfigMapAnalyzer_SidecarPatterns(t *testing.T) {
tests := []struct {
name string
namespace string
configMaps []v1.ConfigMap
pods []v1.Pod
expectedErrors int
}{
{
name: "grafana dashboard configmap should not be flagged as unused",
namespace: "monitoring",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "grafana-dashboard",
Namespace: "monitoring",
Labels: map[string]string{
"grafana_dashboard": "1",
},
},
Data: map[string]string{
"dashboard.json": `{"title": "My Dashboard"}`,
},
},
},
pods: []v1.Pod{},
expectedErrors: 0,
},
{
name: "configmap with skip annotation should be ignored",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "ignored-cm",
Namespace: "default",
Annotations: map[string]string{
"k8sgpt.ai/skip-usage-check": "true",
},
},
Data: map[string]string{
"key": "value",
},
},
},
expectedErrors: 0,
},
{
name: "normal unused configmap should still be flagged",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "unused-cm",
Namespace: "default",
},
Data: map[string]string{
"key": "value",
},
},
},
expectedErrors: 1,
},
{
name: "prometheus rule configmap should not be flagged",
namespace: "monitoring",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "prometheus-rules",
Namespace: "monitoring",
Labels: map[string]string{
"prometheus_rule": "1",
},
},
Data: map[string]string{
"rules.yaml": "groups: []",
},
},
},
expectedErrors: 0,
},
{
name: "custom dynamically-loaded label should work",
namespace: "default",
configMaps: []v1.ConfigMap{
{
ObjectMeta: metav1.ObjectMeta{
Name: "custom-sidecar-cm",
Namespace: "default",
Labels: map[string]string{
"k8sgpt.ai/dynamically-loaded": "true",
},
},
Data: map[string]string{
"config": "value",
},
},
},
expectedErrors: 0,
},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
client := fake.NewSimpleClientset()
for _, cm := range tt.configMaps {
_, err := client.CoreV1().ConfigMaps(tt.namespace).Create(context.TODO(), &cm, metav1.CreateOptions{})
assert.NoError(t, err)
}
for _, pod := range tt.pods {
_, err := client.CoreV1().Pods(tt.namespace).Create(context.TODO(), &pod, metav1.CreateOptions{})
assert.NoError(t, err)
}
analyzer := ConfigMapAnalyzer{}
results, err := analyzer.Analyze(common.Analyzer{
Client: &kubernetes.Client{Client: client},
Context: context.TODO(),
Namespace: tt.namespace,
})
assert.NoError(t, err)
assert.Equal(t, tt.expectedErrors, len(results), "Expected %d errors but got %d", tt.expectedErrors, len(results))
})
}
}

View File

@@ -43,7 +43,7 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
"analyzer_name": kind,
})
cronJobList, err := a.Client.GetClient().BatchV1().CronJobs(a.Namespace).List(a.Context, v1.ListOptions{LabelSelector: a.LabelSelector})
cronJobList, err := a.Client.GetClient().BatchV1().CronJobs(a.Namespace).List(a.Context, v1.ListOptions{})
if err != nil {
return nil, err
}
@@ -123,15 +123,15 @@ func (analyzer CronJobAnalyzer) Analyze(a common.Analyzer) ([]common.Result, err
AnalyzerErrorsMetric.WithLabelValues(kind, cronJob.Name, cronJob.Namespace).Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
currentAnalysis := common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
for key, value := range preAnalysis {
currentAnalysis := common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
a.Results = append(a.Results, currentAnalysis)
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil

View File

@@ -15,281 +15,219 @@ package analyzer
import (
"context"
"sort"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
"github.com/magiconair/properties/assert"
batchv1 "k8s.io/api/batch/v1"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestCronJobAnalyzer(t *testing.T) {
tests := []struct {
name string
config common.Analyzer
expectations []struct {
name string
failuresCount int
}
}{
{
name: "Suspended CronJob",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "suspended-job",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "*/5 * * * *",
Suspend: boolPtr(true),
func TestCronJobSuccess(t *testing.T) {
clientset := fake.NewSimpleClientset(&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "example-cronjob",
Namespace: "default",
Annotations: map[string]string{
"analysisDate": "2022-04-01",
},
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "*/1 * * * *",
ConcurrencyPolicy: "Allow",
JobTemplate: batchv1.JobTemplateSpec{
ObjectMeta: metav1.ObjectMeta{
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.JobSpec{
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "example-container",
Image: "nginx",
},
},
RestartPolicy: v1.RestartPolicyOnFailure,
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/suspended-job",
failuresCount: 1, // One failure for being suspended
},
},
},
},
{
name: "Invalid schedule format",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "invalid-schedule",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "invalid-cron", // Invalid cron format
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/invalid-schedule",
failuresCount: 1, // One failure for invalid schedule
},
},
},
{
name: "Negative starting deadline",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "negative-deadline",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "*/5 * * * *",
StartingDeadlineSeconds: int64Ptr(-60), // Negative deadline
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/negative-deadline",
failuresCount: 1, // One failure for negative deadline
},
},
},
{
name: "Valid CronJob",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "valid-job",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "*/5 * * * *", // Valid cron format
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
// No expectations for valid job
},
},
{
name: "Multiple issues",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "multiple-issues",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "invalid-cron",
StartingDeadlineSeconds: int64Ptr(-60),
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/multiple-issues",
failuresCount: 2, // Two failures: invalid schedule and negative deadline
},
},
},
}
})
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
analyzer := CronJobAnalyzer{}
results, err := analyzer.Analyze(tt.config)
require.NoError(t, err)
require.Len(t, results, len(tt.expectations))
// Sort results by name for consistent comparison
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
for i, expectation := range tt.expectations {
require.Equal(t, expectation.name, results[i].Name)
require.Len(t, results[i].Error, expectation.failuresCount)
}
})
}
}
func TestCronJobAnalyzerLabelSelector(t *testing.T) {
clientSet := fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "job-with-label",
Namespace: "default",
Labels: map[string]string{
"app": "test",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "invalid-cron", // This should trigger a failure
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "job-without-label",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
Schedule: "invalid-cron", // This should trigger a failure
},
},
)
// Test with label selector
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=test",
Context: context.Background(),
Namespace: "default",
}
analyzer := CronJobAnalyzer{}
results, err := analyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/job-with-label", results[0].Name)
}
func TestCheckCronScheduleIsValid(t *testing.T) {
tests := []struct {
name string
schedule string
wantErr bool
}{
{
name: "Valid schedule - every 5 minutes",
schedule: "*/5 * * * *",
wantErr: false,
},
{
name: "Valid schedule - specific time",
schedule: "0 2 * * *",
wantErr: false,
},
{
name: "Valid schedule - complex",
schedule: "0 0 1,15 * 3",
wantErr: false,
},
{
name: "Invalid schedule - wrong format",
schedule: "invalid-cron",
wantErr: true,
},
{
name: "Invalid schedule - too many fields",
schedule: "* * * * * *",
wantErr: true,
},
{
name: "Invalid schedule - empty string",
schedule: "",
wantErr: true,
},
analysisResults, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := CheckCronScheduleIsValid(tt.schedule)
if tt.wantErr {
require.Error(t, err)
} else {
require.NoError(t, err)
}
assert.Equal(t, len(analysisResults), 0)
}
func TestCronJobBroken(t *testing.T) {
clientset := fake.NewSimpleClientset(&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "example-cronjob",
Namespace: "default",
Annotations: map[string]string{
"analysisDate": "2022-04-01",
},
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "*** * * * *",
ConcurrencyPolicy: "Allow",
JobTemplate: batchv1.JobTemplateSpec{
ObjectMeta: metav1.ObjectMeta{
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.JobSpec{
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "example-container",
Image: "nginx",
},
},
RestartPolicy: v1.RestartPolicyOnFailure,
},
},
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analyzer := CronJobAnalyzer{}
analysisResults, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
assert.Equal(t, analysisResults[0].Name, "default/example-cronjob")
assert.Equal(t, analysisResults[0].Kind, "CronJob")
}
func TestCronJobBrokenMultipleNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "example-cronjob",
Namespace: "default",
Annotations: map[string]string{
"analysisDate": "2022-04-01",
},
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "*** * * * *",
ConcurrencyPolicy: "Allow",
JobTemplate: batchv1.JobTemplateSpec{
ObjectMeta: metav1.ObjectMeta{
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.JobSpec{
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "example-container",
Image: "nginx",
},
},
RestartPolicy: v1.RestartPolicyOnFailure,
},
},
},
},
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "example-cronjob",
Namespace: "other-namespace",
Annotations: map[string]string{
"analysisDate": "2022-04-01",
},
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "*** * * * *",
ConcurrencyPolicy: "Allow",
JobTemplate: batchv1.JobTemplateSpec{
ObjectMeta: metav1.ObjectMeta{
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.JobSpec{
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "example-container",
Image: "nginx",
},
},
RestartPolicy: v1.RestartPolicyOnFailure,
},
},
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analyzer := CronJobAnalyzer{}
analysisResults, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
assert.Equal(t, analysisResults[0].Name, "default/example-cronjob")
assert.Equal(t, analysisResults[0].Kind, "CronJob")
}

View File

@@ -46,7 +46,7 @@ func (d DeploymentAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
"analyzer_name": kind,
})
deployments, err := a.Client.GetClient().AppsV1().Deployments(a.Namespace).List(context.Background(), v1.ListOptions{LabelSelector: a.LabelSelector})
deployments, err := a.Client.GetClient().AppsV1().Deployments(a.Namespace).List(context.Background(), v1.ListOptions{})
if err != nil {
return nil, err
}
@@ -54,41 +54,22 @@ func (d DeploymentAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
for _, deployment := range deployments.Items {
var failures []common.Failure
if *deployment.Spec.Replicas != deployment.Status.ReadyReplicas {
if deployment.Status.Replicas > *deployment.Spec.Replicas {
doc := apiDoc.GetApiDocV2("spec.replicas")
if *deployment.Spec.Replicas != deployment.Status.Replicas {
doc := apiDoc.GetApiDocV2("spec.replicas")
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Deployment %s/%s has %d replicas in spec but %d replicas in status because status field is not updated yet after scaling and %d replicas are available with status running", deployment.Namespace, deployment.Name, *deployment.Spec.Replicas, deployment.Status.Replicas, deployment.Status.ReadyReplicas),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: deployment.Namespace,
Masked: util.MaskString(deployment.Namespace),
},
{
Unmasked: deployment.Name,
Masked: util.MaskString(deployment.Name),
},
}})
} else {
doc := apiDoc.GetApiDocV2("spec.replicas")
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Deployment %s/%s has %d replicas but %d are available with status running", deployment.Namespace, deployment.Name, *deployment.Spec.Replicas, deployment.Status.ReadyReplicas),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: deployment.Namespace,
Masked: util.MaskString(deployment.Namespace),
},
{
Unmasked: deployment.Name,
Masked: util.MaskString(deployment.Name),
},
}})
}
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Deployment %s/%s has %d replicas but %d are available", deployment.Namespace, deployment.Name, *deployment.Spec.Replicas, deployment.Status.Replicas),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: deployment.Namespace,
Masked: util.MaskString(deployment.Namespace),
},
{
Unmasked: deployment.Name,
Masked: util.MaskString(deployment.Name),
},
}})
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", deployment.Namespace, deployment.Name)] = common.PreAnalysis{

View File

@@ -151,55 +151,3 @@ func TestDeploymentAnalyzerNamespaceFiltering(t *testing.T) {
assert.Equal(t, analysisResults[0].Kind, "Deployment")
assert.Equal(t, analysisResults[0].Name, "default/example")
}
func TestDeploymentAnalyzerLabelSelectorFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&appsv1.Deployment{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Labels: map[string]string{
"app": "deployment",
},
},
Spec: appsv1.DeploymentSpec{
Replicas: func() *int32 { i := int32(3); return &i }(),
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{},
},
},
},
},
&appsv1.Deployment{
ObjectMeta: metav1.ObjectMeta{
Name: "example2",
Namespace: "default",
},
Spec: appsv1.DeploymentSpec{
Replicas: func() *int32 { i := int32(3); return &i }(),
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{},
},
},
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=deployment",
}
deploymentAnalyzer := DeploymentAnalyzer{}
analysisResults, err := deploymentAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

50
pkg/analyzer/events.go Normal file
View File

@@ -0,0 +1,50 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
)
func FetchLatestEvent(ctx context.Context, kubernetesClient *kubernetes.Client, namespace string, name string) (*v1.Event, error) {
// get the list of events
events, err := kubernetesClient.GetClient().CoreV1().Events(namespace).List(ctx,
metav1.ListOptions{
FieldSelector: "involvedObject.name=" + name,
})
if err != nil {
return nil, err
}
// find most recent event
var latestEvent *v1.Event
for _, event := range events.Items {
if latestEvent == nil {
// this is required, as a pointer to a loop variable would always yield the latest value in the range
e := event
latestEvent = &e
}
if event.LastTimestamp.After(latestEvent.LastTimestamp.Time) {
// this is required, as a pointer to a loop variable would always yield the latest value in the range
e := event
latestEvent = &e
}
}
return latestEvent, nil
}

View File

@@ -1,137 +0,0 @@
package analyzer_test
import (
"context"
"errors"
"testing"
"time"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes"
"k8s.io/client-go/kubernetes/fake"
)
func FetchLatestEvent(ctx context.Context, client kubernetes.Interface, namespace, eventName string) (*v1.Event, error) {
// List events in the specified namespace
events, err := client.CoreV1().Events(namespace).List(ctx, metav1.ListOptions{})
if err != nil {
return nil, err
}
var latestEvent *v1.Event
for _, event := range events.Items {
// Check if the event name matches the requested name (partial match)
if eventName == "" || event.Name == eventName {
if latestEvent == nil || event.LastTimestamp.Time.After(latestEvent.LastTimestamp.Time) {
latestEvent = &event
}
}
}
// If no matching event is found, return an error
if latestEvent == nil {
return nil, errors.New("no matching events found")
}
return latestEvent, nil
}
func TestFetchLatestEvent(t *testing.T) {
fakeClient := fake.NewSimpleClientset()
// Simulating events with different timestamps
event1 := &v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "test-event-1",
Namespace: "default",
},
LastTimestamp: metav1.Time{Time: time.Now()},
}
event2 := &v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "test-event-2",
Namespace: "default",
},
LastTimestamp: metav1.Time{Time: time.Now().Add(-time.Hour)}, // event1 should be fetched as it's newer
}
// ✅ Explicitly ensure namespace exists
_, err := fakeClient.CoreV1().Namespaces().Create(context.TODO(), &v1.Namespace{
ObjectMeta: metav1.ObjectMeta{Name: "default"},
}, metav1.CreateOptions{})
if err != nil {
t.Fatalf("Failed to create namespace: %v", err)
}
// ✅ Ensure events are properly created and stored in the fake client
_, err = fakeClient.CoreV1().Events("default").Create(context.TODO(), event1, metav1.CreateOptions{})
if err != nil {
t.Fatalf("Failed to create event1: %v", err)
}
_, err = fakeClient.CoreV1().Events("default").Create(context.TODO(), event2, metav1.CreateOptions{})
if err != nil {
t.Fatalf("Failed to create event2: %v", err)
}
// 🔍 Debug: Check if events exist before running FetchLatestEvent
storedEvents, _ := fakeClient.CoreV1().Events("default").List(context.TODO(), metav1.ListOptions{})
if len(storedEvents.Items) == 0 {
t.Fatal("No events were found in the fake client. Ensure event creation is working correctly.")
}
// Test cases
tests := []struct {
name string
namespace string
nameToFind string
expected *v1.Event
shouldFail bool
}{
{
name: "Valid case - fetch the latest event",
namespace: "default",
nameToFind: "test-event-1", // Match exact event name
expected: event1, // event1 has the latest timestamp
shouldFail: false,
},
{
name: "Nonexistent event",
namespace: "default",
nameToFind: "nonexistent-event", // Should not exist
expected: nil,
shouldFail: true,
},
{
name: "Nonexistent namespace",
namespace: "nonexistent-namespace", // Namespace doesn't exist
nameToFind: "test-event",
expected: nil,
shouldFail: true,
},
}
// Run tests
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
// Call the function to fetch the latest event
event, err := FetchLatestEvent(context.TODO(), fakeClient, tt.namespace, tt.nameToFind)
// Handle the expected outcomes based on the test case
if tt.shouldFail {
if err == nil {
t.Error("Expected an error, but got nil")
}
if event != nil {
t.Errorf("Expected nil event, but got event: %s", event.Name)
}
} else {
if err != nil {
t.Errorf("Expected no error, but got %v", err)
}
if event != nil && event.Name != tt.expected.Name {
t.Errorf("Expected event name %s, got %s", tt.expected.Name, event.Name)
}
}
})
}
}

View File

@@ -37,13 +37,8 @@ func (GatewayAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
gtwList := &gtwapi.GatewayList{}
gc := &gtwapi.GatewayClass{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
labelSelector := util.LabelStrToSelector(a.LabelSelector)
if err := client.List(a.Context, gtwList, &ctrl.ListOptions{LabelSelector: labelSelector}); err != nil {
gtwapi.AddToScheme(client.Scheme())
if err := client.List(a.Context, gtwList, &ctrl.ListOptions{}); err != nil {
return nil, err
}

View File

@@ -25,13 +25,10 @@ func BuildGatewayClass(name string) gtwapi.GatewayClass {
return GatewayClass
}
func BuildGateway(className gtwapi.ObjectName, status metav1.ConditionStatus, labels map[string]string) gtwapi.Gateway {
func BuildGateway(className gtwapi.ObjectName, status metav1.ConditionStatus) gtwapi.Gateway {
Gateway := gtwapi.Gateway{}
Gateway.Name = "foobar"
Gateway.Namespace = "default"
if labels != nil {
Gateway.Labels = labels
}
Gateway.Spec.GatewayClassName = className
Gateway.Spec.Listeners = []gtwapi.Listener{
{
@@ -56,18 +53,11 @@ func TestGatewayAnalyzer(t *testing.T) {
AcceptedStatus := metav1.ConditionTrue
GatewayClass := BuildGatewayClass(string(ClassName))
Gateway := BuildGateway(ClassName, AcceptedStatus, nil)
Gateway := BuildGateway(ClassName, AcceptedStatus)
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&Gateway,
&GatewayClass,
@@ -94,18 +84,12 @@ func TestGatewayAnalyzer(t *testing.T) {
func TestMissingClassGatewayAnalyzer(t *testing.T) {
ClassName := gtwapi.ObjectName("non-existed")
AcceptedStatus := metav1.ConditionTrue
Gateway := BuildGateway(ClassName, AcceptedStatus, nil)
Gateway := BuildGateway(ClassName, AcceptedStatus)
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&Gateway,
}
@@ -133,18 +117,12 @@ func TestStatusGatewayAnalyzer(t *testing.T) {
AcceptedStatus := metav1.ConditionUnknown
GatewayClass := BuildGatewayClass(string(ClassName))
Gateway := BuildGateway(ClassName, AcceptedStatus, nil)
Gateway := BuildGateway(ClassName, AcceptedStatus)
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&Gateway,
&GatewayClass,
@@ -181,70 +159,3 @@ func TestStatusGatewayAnalyzer(t *testing.T) {
t.Errorf("Expected message, <%v> , not found in Gateway's analysis results", want)
}
}
func TestGatewayAnalyzerLabelSelectorFiltering(t *testing.T) {
ClassName := gtwapi.ObjectName("non-existed")
AcceptedStatus := metav1.ConditionTrue
Gateway := BuildGateway(ClassName, AcceptedStatus, map[string]string{"app": "gateway"})
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
objects := []runtime.Object{
&Gateway,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := GatewayAnalyzer{}
// without label selector should return 1 result
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
// with label selector should return 1 result
config = common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=gateway",
}
analysisResults, err = analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
// with wrong label selector should return 0 result
config = common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=wrong",
}
analysisResults, err = analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 0)
}

View File

@@ -35,13 +35,8 @@ func (GatewayClassAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
gcList := &gtwapi.GatewayClassList{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
labelSelector := util.LabelStrToSelector(a.LabelSelector)
if err := client.List(a.Context, gcList, &ctrl.ListOptions{LabelSelector: labelSelector}); err != nil {
gtwapi.AddToScheme(client.Scheme())
if err := client.List(a.Context, gcList, &ctrl.ListOptions{}); err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}

View File

@@ -29,14 +29,8 @@ func TestGatewayClassAnalyzer(t *testing.T) {
GatewayClass.Status.Conditions = []metav1.Condition{BadCondition}
// Create a GatewayClassAnalyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(GatewayClass).Build()
@@ -55,51 +49,3 @@ func TestGatewayClassAnalyzer(t *testing.T) {
assert.Equal(t, len(analysisResults), 1)
}
func TestGatewayClassAnalyzerLabelSelectorFiltering(t *testing.T) {
condition := metav1.Condition{
Type: "Accepted",
Status: "Ready",
Message: "Ready",
Reason: "Ready",
}
// Create two GatewayClasses with different labels
GatewayClass := &gtwapi.GatewayClass{}
GatewayClass.Name = "foobar"
GatewayClass.Spec.ControllerName = "gateway.fooproxy.io/gatewayclass-controller"
GatewayClass.Labels = map[string]string{"app": "gatewayclass"}
GatewayClass.Status.Conditions = []metav1.Condition{condition}
GatewayClass2 := &gtwapi.GatewayClass{}
GatewayClass2.Name = "foobar2"
GatewayClass2.Spec.ControllerName = "gateway.fooproxy.io/gatewayclass-controller"
GatewayClass2.Status.Conditions = []metav1.Condition{condition}
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(GatewayClass, GatewayClass2).Build()
analyzerInstance := GatewayClassAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=gatewayclass",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -20,7 +20,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
appsv1 "k8s.io/api/apps/v1"
autoscalingv2 "k8s.io/api/autoscaling/v2"
corev1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime/schema"
@@ -35,7 +34,7 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Kind: kind,
ApiVersion: schema.GroupVersion{
Group: "autoscaling",
Version: "v2",
Version: "v1",
},
OpenapiSchema: a.OpenapiSchema,
}
@@ -44,7 +43,7 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
"analyzer_name": kind,
})
list, err := a.Client.GetClient().AutoscalingV2().HorizontalPodAutoscalers(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().AutoscalingV1().HorizontalPodAutoscalers(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -54,28 +53,6 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
for _, hpa := range list.Items {
var failures []common.Failure
//check the error from status field
conditions := hpa.Status.Conditions
for _, condition := range conditions {
// https://kubernetes.io/docs/tasks/run-application/horizontal-pod-autoscale-walkthrough/#appendix-horizontal-pod-autoscaler-status-conditions
switch condition.Type {
case autoscalingv2.ScalingLimited:
if condition.Status == corev1.ConditionTrue {
failures = append(failures, common.Failure{
Text: condition.Message,
Sensitive: []common.Sensitive{},
})
}
default:
if condition.Status == corev1.ConditionFalse {
failures = append(failures, common.Failure{
Text: condition.Message,
Sensitive: []common.Sensitive{},
})
}
}
}
// check ScaleTargetRef exist
scaleTargetRef := hpa.Spec.ScaleTargetRef
var podInfo PodInfo
@@ -163,10 +140,8 @@ func (HpaAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.HorizontalPodAutoscalers.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.HorizontalPodAutoscalers.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -22,7 +22,7 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/magiconair/properties/assert"
appsv1 "k8s.io/api/apps/v1"
autoscalingv2 "k8s.io/api/autoscaling/v2"
autoscalingv1 "k8s.io/api/autoscaling/v1"
corev1 "k8s.io/api/core/v1"
"k8s.io/apimachinery/pkg/api/resource"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
@@ -31,7 +31,7 @@ import (
func TestHPAAnalyzer(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
@@ -55,14 +55,14 @@ func TestHPAAnalyzer(t *testing.T) {
func TestHPAAnalyzerWithMultipleHPA(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example-2",
Namespace: "default",
@@ -88,14 +88,14 @@ func TestHPAAnalyzerWithMultipleHPA(t *testing.T) {
func TestHPAAnalyzerWithUnsuportedScaleTargetRef(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "unsupported",
},
},
@@ -134,14 +134,14 @@ func TestHPAAnalyzerWithUnsuportedScaleTargetRef(t *testing.T) {
func TestHPAAnalyzerWithNonExistentScaleTargetRef(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "Deployment",
Name: "non-existent",
},
@@ -181,14 +181,14 @@ func TestHPAAnalyzerWithNonExistentScaleTargetRef(t *testing.T) {
func TestHPAAnalyzerWithExistingScaleTargetRefAsDeployment(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
@@ -245,14 +245,14 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsDeployment(t *testing.T) {
func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicationController(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "ReplicationController",
Name: "example",
},
@@ -309,14 +309,14 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicationController(t *testing
func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicaSet(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "ReplicaSet",
Name: "example",
},
@@ -373,14 +373,14 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsReplicaSet(t *testing.T) {
func TestHPAAnalyzerWithExistingScaleTargetRefAsStatefulSet(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "StatefulSet",
Name: "example",
},
@@ -437,14 +437,14 @@ func TestHPAAnalyzerWithExistingScaleTargetRefAsStatefulSet(t *testing.T) {
func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Spec: autoscalingv1.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv1.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
@@ -503,14 +503,14 @@ func TestHPAAnalyzerWithExistingScaleTargetRefWithoutSpecifyingResources(t *test
func TestHPAAnalyzerNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&autoscalingv2.HorizontalPodAutoscaler{
&autoscalingv1.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "other-namespace",
@@ -531,291 +531,3 @@ func TestHPAAnalyzerNamespaceFiltering(t *testing.T) {
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerLabelSelectorFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Labels: map[string]string{
"app": "hpa",
},
},
},
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example2",
Namespace: "default",
},
},
)
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=hpa",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerStatusFieldAbleToScale(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
},
Status: autoscalingv2.HorizontalPodAutoscalerStatus{
Conditions: []autoscalingv2.HorizontalPodAutoscalerCondition{
{
Type: "AbleToScale",
Status: "False",
Message: "test reason",
},
},
},
})
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerStatusFieldScalingActive(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
},
Status: autoscalingv2.HorizontalPodAutoscalerStatus{
Conditions: []autoscalingv2.HorizontalPodAutoscalerCondition{
{
Type: autoscalingv2.ScalingActive,
Status: "False",
Message: "test reason",
},
},
},
})
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerStatusFieldScalingLimited(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
},
Status: autoscalingv2.HorizontalPodAutoscalerStatus{
Conditions: []autoscalingv2.HorizontalPodAutoscalerCondition{
{
Type: autoscalingv2.ScalingLimited,
Status: "False",
Message: "test reason",
},
},
},
})
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerStatusField(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
},
Status: autoscalingv2.HorizontalPodAutoscalerStatus{
Conditions: []autoscalingv2.HorizontalPodAutoscalerCondition{
{
Type: autoscalingv2.AbleToScale,
Status: "True",
Message: "recommended size matches current size",
},
{
Type: autoscalingv2.ScalingActive,
Status: "True",
Message: "the HPA was able to successfully calculate a replica count",
},
{
Type: autoscalingv2.ScalingLimited,
Status: "True",
Message: "the desired replica count is less than the minimum replica count",
},
},
},
})
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestHPAAnalyzerStatusScalingLimitedError(t *testing.T) {
clientset := fake.NewSimpleClientset(
&autoscalingv2.HorizontalPodAutoscaler{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: autoscalingv2.HorizontalPodAutoscalerSpec{
ScaleTargetRef: autoscalingv2.CrossVersionObjectReference{
Kind: "Deployment",
Name: "example",
},
},
Status: autoscalingv2.HorizontalPodAutoscalerStatus{
Conditions: []autoscalingv2.HorizontalPodAutoscalerCondition{
{
Type: autoscalingv2.AbleToScale,
Status: "True",
Message: "recommended size matches current size",
},
{
Type: autoscalingv2.ScalingActive,
Status: "True",
Message: "the HPA was able to successfully calculate a replica count",
},
{
Type: autoscalingv2.ScalingLimited,
Status: "True",
Message: "the desired replica count is less than the minimum replica count",
},
},
},
},
&appsv1.Deployment{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: appsv1.DeploymentSpec{
Template: corev1.PodTemplateSpec{
Spec: corev1.PodSpec{
Containers: []corev1.Container{
{
Name: "example",
Image: "nginx",
},
},
},
},
},
},
)
hpaAnalyzer := HpaAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := hpaAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "the desired replica count is less than the minimum replica count"
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%v> , not found in HorizontalPodAutoscaler's analysis results", want)
}
}

View File

@@ -38,18 +38,14 @@ func (HTTPRouteAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
gtw := &gtwapi.Gateway{}
service := &corev1.Service{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
labelSelector := util.LabelStrToSelector(a.LabelSelector)
if err := client.List(a.Context, routeList, &ctrl.ListOptions{LabelSelector: labelSelector}); err != nil {
gtwapi.AddToScheme(client.Scheme())
if err := client.List(a.Context, routeList, &ctrl.ListOptions{}); err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
// Find all unhealthy gateway Classes
for _, route := range routeList.Items {
var failures []common.Failure

View File

@@ -104,14 +104,8 @@ func TestGWMissiningHTTRouteAnalyzer(t *testing.T) {
HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&HTTPRoute,
}
@@ -162,14 +156,8 @@ func TestGWConfigSameHTTRouteAnalyzer(t *testing.T) {
Gateway := BuildRouteGateway("differentnamespace", "gatewayname", "Same")
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
@@ -219,14 +207,8 @@ func TestGWConfigSelectorHTTRouteAnalyzer(t *testing.T) {
Gateway := BuildRouteGateway("default", "gatewayname", "Selector")
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
@@ -277,14 +259,8 @@ func TestSvcMissingHTTRouteAnalyzer(t *testing.T) {
Gateway := BuildRouteGateway("default", "gatewayname", "Same")
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
@@ -356,14 +332,8 @@ func TestSvcDifferentPortHTTRouteAnalyzer(t *testing.T) {
Gateway := BuildRouteGateway("default", "gatewayname", "Same")
// Create a Gateway Analyzer instance with the fake client
scheme := scheme.Scheme
err := gtwapi.Install(scheme)
if err != nil {
t.Error(err)
}
err = apiextensionsv1.AddToScheme(scheme)
if err != nil {
t.Error(err)
}
gtwapi.Install(scheme)
apiextensionsv1.AddToScheme(scheme)
objects := []runtime.Object{
&HTTPRoute,
&Gateway,

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