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Author SHA1 Message Date
Alex Jones
cb4b84c4da Update test.yaml
Signed-off-by: Alex Jones <alexsimonjones@gmail.com>
2024-01-04 16:45:02 +00:00
126 changed files with 2286 additions and 10052 deletions

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@@ -13,7 +13,7 @@ on:
- "**.md"
env:
GO_VERSION: "~1.22"
GO_VERSION: "~1.21"
IMAGE_NAME: "k8sgpt"
defaults:
run:
@@ -33,7 +33,7 @@ jobs:
steps:
- name: Check out code
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Extract branch name
id: extract_branch
@@ -70,14 +70,14 @@ jobs:
RELEASE_REGISTRY: "localhost:5000/k8sgpt"
steps:
- name: Check out code
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@c47758b77c9736f4b2ef4073d4d51994fabfe349 # v3
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Build Docker Image
uses: docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25 # v5
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
platforms: linux/amd64
@@ -96,7 +96,7 @@ jobs:
outputs: type=docker,dest=/tmp/${{ env.IMAGE_NAME }}-image.tar
- name: Upload image as artifact
uses: actions/upload-artifact@b4b15b8c7c6ac21ea08fcf65892d2ee8f75cf882 # v4
uses: actions/upload-artifact@c7d193f32edcb7bfad88892161225aeda64e9392 # v4
with:
name: ${{ env.IMAGE_NAME }}-image.tar
path: /tmp/${{ env.IMAGE_NAME }}-image.tar
@@ -115,10 +115,10 @@ jobs:
contents: read # Needed for checking out the repository
steps:
- name: Check out code
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Login to GitHub Container Registry
uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567 # v3
uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
with:
registry: "ghcr.io"
username: ${{ github.actor }}
@@ -126,10 +126,10 @@ jobs:
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@c47758b77c9736f4b2ef4073d4d51994fabfe349 # v3
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Build Docker Image
uses: docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25 # v5
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
file: ./container/Dockerfile

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@@ -2,19 +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@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: golangci-lint
uses: reviewdog/action-golangci-lint@7708105983c614f7a2725e2172908b7709d1c3e4 # v2
uses: reviewdog/action-golangci-lint@24d4af2fc93f5b2b296229e8b0c0f658d25707af # v2
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
reporter: github-pr-check
golangci_lint_flags: "--timeout=240s"
level: warning

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@@ -23,9 +23,9 @@ jobs:
# Release-please creates a PR that tracks all changes
steps:
- name: Checkout
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
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
@@ -41,17 +41,17 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
with:
fetch-depth: 0
- name: Set up Go
uses: actions/setup-go@0a12ed9d6a96ab950c8f026ed9f722fe0da7ef32 # 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@251a468eed47e5082b105c3ba6ee500c0e65a764 # v0.17.6
uses: anchore/sbom-action/download-syft@719133684c7d294116626d1344fe64f0d2ff3e9e # v0.15.2
- name: Run GoReleaser
uses: goreleaser/goreleaser-action@286f3b13b1b49da4ac219696163fb8c1c93e1200 # v6
uses: goreleaser/goreleaser-action@7ec5c2b0c6cdda6e8bbb49444bc797dd33d74dd8 # v5
with:
# either 'goreleaser' (default) or 'goreleaser-pro'
distribution: goreleaser
@@ -59,8 +59,6 @@ jobs:
args: release --clean
env:
GITHUB_TOKEN: ${{ secrets.K8SGPT_BOT_SECRET }}
- name: Update new version in krew-index
uses: rajatjindal/krew-release-bot@df3eb197549e3568be8b4767eec31c5e8e8e6ad8 # v0.0.46
build-container:
if: needs.release-please.outputs.releases_created == 'true'
@@ -76,23 +74,23 @@ jobs:
IMAGE_NAME: k8sgpt
steps:
- name: Checkout
uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
with:
submodules: recursive
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@c47758b77c9736f4b2ef4073d4d51994fabfe349 # v3
uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3
- name: Login to GitHub Container Registry
uses: docker/login-action@9780b0c442fbb1117ed29e0efdff1e18412f7567 # v3
uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3
with:
registry: "ghcr.io"
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build Docker Image
uses: docker/build-push-action@ca052bb54ab0790a636c9b5f226502c73d547a25 # v5
uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5
with:
context: .
file: ./container/Dockerfile
@@ -106,7 +104,7 @@ jobs:
cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}
- name: Generate SBOM
uses: anchore/sbom-action@251a468eed47e5082b105c3ba6ee500c0e65a764 # v0.17.6
uses: anchore/sbom-action@719133684c7d294116626d1344fe64f0d2ff3e9e # v0.15.2
with:
image: ${{ env.IMAGE_TAG }}
artifact-name: sbom-${{ env.IMAGE_NAME }}

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@@ -16,7 +16,7 @@ jobs:
pull-requests: read # Needed for reading prs
steps:
- name: Validate Pull Request
uses: amannn/action-semantic-pull-request@0723387faaf9b38adef4775cd42cfd5155ed6017 # v5.5.3
uses: amannn/action-semantic-pull-request@e9fabac35e210fea40ca5b14c0da95a099eff26f # v5.4.0
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
with:

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@@ -9,22 +9,20 @@ on:
- main
env:
GO_VERSION: "~1.22"
GO_VERSION: "~1.21"
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4
- uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
- name: Set up Go
uses: actions/setup-go@0a12ed9d6a96ab950c8f026ed9f722fe0da7ef32 # 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@ab904c41d6ece82784817410c45d8b8c02684457 # v3
env:
CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
- name: Run tests
run: go test ./...

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:
@@ -15,18 +14,16 @@ 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.
license: "Apache-2.0"
license: "MIT"
formats:
- deb
- rpm
@@ -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
@@ -54,23 +51,25 @@ archives:
{{- if .Arm }}v{{ .Arm }}{{ end }}
# use zip for windows archives
format_overrides:
- goos: windows
format: zip
- goos: windows
format: zip
brews:
- name: k8sgpt
homepage: https://k8sgpt.ai
repository:
tap:
owner: k8sgpt-ai
name: homebrew-k8sgpt
checksum:
name_template: "checksums.txt"
name_template: 'checksums.txt'
snapshot:
name_template: "{{ incpatch .Version }}-next"
# skip: true
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

View File

@@ -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

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@@ -1 +1 @@
{".":"0.3.41"}
{".":"0.3.24"}

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@@ -1,455 +1,5 @@
# Changelog
## [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)
### Features
* initial Prometheus analyzers ([#855](https://github.com/k8sgpt-ai/k8sgpt/issues/855)) ([45fa827](https://github.com/k8sgpt-ai/k8sgpt/commit/45fa827c046b91d901a08bec1a892d9c0917f350))
* interactive mode ([#854](https://github.com/k8sgpt-ai/k8sgpt/issues/854)) ([9da75e0](https://github.com/k8sgpt-ai/k8sgpt/commit/9da75e02bc17146898377e4f90b7f59c5a8e0eee))
* unify aiClientName const for all providers ([#848](https://github.com/k8sgpt-ai/k8sgpt/issues/848)) ([5c17c24](https://github.com/k8sgpt-ai/k8sgpt/commit/5c17c240550609d9fb7771fe67fe1ab19660b4da))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.16 ([#847](https://github.com/k8sgpt-ai/k8sgpt/issues/847)) ([ce4910b](https://github.com/k8sgpt-ai/k8sgpt/commit/ce4910bc5d064f80076877d7a096fff903308b63))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.17 ([#852](https://github.com/k8sgpt-ai/k8sgpt/issues/852)) ([85ebd12](https://github.com/k8sgpt-ai/k8sgpt/commit/85ebd12c30d369c5ef9a42b5a834d091523a7b6e))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.18 ([#856](https://github.com/k8sgpt-ai/k8sgpt/issues/856)) ([4106d39](https://github.com/k8sgpt-ai/k8sgpt/commit/4106d39c322940413ebfd9ac0bf6f5bd31830e93))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.19 ([#859](https://github.com/k8sgpt-ai/k8sgpt/issues/859)) ([6a2f315](https://github.com/k8sgpt-ai/k8sgpt/commit/6a2f315b2f4344f2924b7915e8a1393f9732a1e9))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.11 ([#853](https://github.com/k8sgpt-ai/k8sgpt/issues/853)) ([1979c86](https://github.com/k8sgpt-ai/k8sgpt/commit/1979c86d0f59921d55cd4229a37d604a6f1dc578))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.11 ([#861](https://github.com/k8sgpt-ai/k8sgpt/issues/861)) ([40b5b7e](https://github.com/k8sgpt-ai/k8sgpt/commit/40b5b7e185c8d335bdefb131988b9900ad26bac3))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#864](https://github.com/k8sgpt-ai/k8sgpt/issues/864)) ([36ba6c5](https://github.com/k8sgpt-ai/k8sgpt/commit/36ba6c5147a9ed75c14dbba4bc06cae903e651a4))
* **deps:** update module gopkg.in/yaml.v2 to v3 ([#865](https://github.com/k8sgpt-ai/k8sgpt/issues/865)) ([c55025d](https://github.com/k8sgpt-ai/k8sgpt/commit/c55025d04ebf9da0f6092aabb0b043ccef05164c))
### Other
* **deps:** update actions/upload-artifact digest to 1eb3cb2 ([#867](https://github.com/k8sgpt-ai/k8sgpt/issues/867)) ([4ce56f3](https://github.com/k8sgpt-ai/k8sgpt/commit/4ce56f38b4338a6a2fe69f588b0f17e0b54d0ae6))
* **deps:** update anchore/sbom-action action to v0.15.3 ([#850](https://github.com/k8sgpt-ai/k8sgpt/issues/850)) ([12f764d](https://github.com/k8sgpt-ai/k8sgpt/commit/12f764d5846accbd987d40f69a153dceb9954f39))
### Docs
* adjusted README information about providers ([#844](https://github.com/k8sgpt-ai/k8sgpt/issues/844)) ([745e960](https://github.com/k8sgpt-ai/k8sgpt/commit/745e960f492e6dd0e50aa4a1ce7239c677025024))
## [0.3.25](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.24...v0.3.25) (2024-01-05)
### Features
* added Google GenAI client; simplified IAI/clients API surface. ([#829](https://github.com/k8sgpt-ai/k8sgpt/issues/829)) ([e7d4149](https://github.com/k8sgpt-ai/k8sgpt/commit/e7d41496ddaa145c70079852da8b2ce3b3b7289f))
* code_cov badge ([#821](https://github.com/k8sgpt-ai/k8sgpt/issues/821)) ([fcd29a5](https://github.com/k8sgpt-ai/k8sgpt/commit/fcd29a547d73ba48935762e2f568f5755f5c6ed3))
* coverage reports ([#819](https://github.com/k8sgpt-ai/k8sgpt/issues/819)) ([3d0ba3e](https://github.com/k8sgpt-ai/k8sgpt/commit/3d0ba3e78cabaf5f1262c5b5b16ebabad974fa87))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.10 ([#811](https://github.com/k8sgpt-ai/k8sgpt/issues/811)) ([e5cc4a2](https://github.com/k8sgpt-ai/k8sgpt/commit/e5cc4a28cb3682e7094e6ceddf91b65da991ddb6))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.12 ([#813](https://github.com/k8sgpt-ai/k8sgpt/issues/813)) ([91613ba](https://github.com/k8sgpt-ai/k8sgpt/commit/91613baa5cc5244c93deb344abcdd905802eef30))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.14 ([#822](https://github.com/k8sgpt-ai/k8sgpt/issues/822)) ([526e22f](https://github.com/k8sgpt-ai/k8sgpt/commit/526e22f88b8de15eceb10965b045ef0366ff2d6c))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.15 ([#835](https://github.com/k8sgpt-ai/k8sgpt/issues/835)) ([e78ff05](https://github.com/k8sgpt-ai/k8sgpt/commit/e78ff054190cd54cabe17d77ac69443e517f1e55))
* **deps:** update module github.com/prometheus/client_golang to v1.18.0 ([#814](https://github.com/k8sgpt-ai/k8sgpt/issues/814)) ([6eb8f67](https://github.com/k8sgpt-ai/k8sgpt/commit/6eb8f6793ed989ba3ac7ed00336345f68b09bf45))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.10 ([#824](https://github.com/k8sgpt-ai/k8sgpt/issues/824)) ([4314804](https://github.com/k8sgpt-ai/k8sgpt/commit/4314804ca7e782f5149dc2078ba9c859edc4688a))
* **deps:** update module golang.org/x/term to v0.16.0 ([#831](https://github.com/k8sgpt-ai/k8sgpt/issues/831)) ([4de989c](https://github.com/k8sgpt-ai/k8sgpt/commit/4de989c803ee43a02d75112d1b3a54daee3dd9af))
* **deps:** update module google.golang.org/api to v0.155.0 ([#836](https://github.com/k8sgpt-ai/k8sgpt/issues/836)) ([105a239](https://github.com/k8sgpt-ai/k8sgpt/commit/105a239d94384f4096c01d9978564040773ab56e))
* no explain case, improved readability. ([#825](https://github.com/k8sgpt-ai/k8sgpt/issues/825)) ([035348d](https://github.com/k8sgpt-ai/k8sgpt/commit/035348d8a0d290ac26b42425945eaafe038cedc5))
### Other
* added basic server startup test ([#817](https://github.com/k8sgpt-ai/k8sgpt/issues/817)) ([3e7cea7](https://github.com/k8sgpt-ai/k8sgpt/commit/3e7cea7bd39253718bc3d2f8b10ac5fc9b98cbc2))
* **deps:** pin codecov/codecov-action action to eaaf4be ([#820](https://github.com/k8sgpt-ai/k8sgpt/issues/820)) ([2f0f2df](https://github.com/k8sgpt-ai/k8sgpt/commit/2f0f2dfa8a5957cb8b10864c14d7883158723a6a))
* **deps:** update anchore/sbom-action action to v0.15.2 ([#823](https://github.com/k8sgpt-ai/k8sgpt/issues/823)) ([70c6892](https://github.com/k8sgpt-ai/k8sgpt/commit/70c68929d8d963c0bd17390c76e366d4339f56b9))
* lint fixes ([#833](https://github.com/k8sgpt-ai/k8sgpt/issues/833)) ([a7e9b48](https://github.com/k8sgpt-ai/k8sgpt/commit/a7e9b486bad7c2d62878e470a755d1fef3803680))
* remove code cov ([#832](https://github.com/k8sgpt-ai/k8sgpt/issues/832)) ([a774265](https://github.com/k8sgpt-ai/k8sgpt/commit/a77426593d7f3a8cfa810336ff08a2266db7fb4f))
### Dependency Updates
* go module bump to fix CVE: GHSA-45x7-px36-x8w8 & GHSA-7ww5-4wqc-m92c ([#810](https://github.com/k8sgpt-ai/k8sgpt/issues/810)) ([b17fd7c](https://github.com/k8sgpt-ai/k8sgpt/commit/b17fd7c98644afa70d414fcb32e49e61e1c831ad))
## [0.3.24](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.23...v0.3.24) (2023-12-23)

View File

@@ -98,7 +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

442
README.md
View File

@@ -10,33 +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._
<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>
_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>
<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
```
@@ -44,20 +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/v0.3.41/k8sgpt_386.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/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/v0.3.41/k8sgpt_amd64.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_amd64.rpm
sudo rpm -ivh -i k8sgpt_amd64.rpm
```
<!---x-release-please-end-->
</details>
@@ -65,26 +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/v0.3.41/k8sgpt_386.deb
sudo dpkg -i k8sgpt_386.deb
```
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/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/v0.3.41/k8sgpt_amd64.deb
sudo dpkg -i k8sgpt_amd64.deb
```
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/k8sgpt_amd64.deb
sudo dpkg -i k8sgpt_amd64.deb
```
<!---x-release-please-end-->
</details>
@@ -92,48 +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/v0.3.41/k8sgpt_386.apk
apk add --allow-untrusted k8sgpt_386.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/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/v0.3.41/k8sgpt_amd64.apk
apk add --allow-untrusted k8sgpt_amd64.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.24/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_ variable with the binary location
* Extract the downloaded package to your desired location. Configure the system *path* variable with the binary location
## Operator Installation
@@ -141,16 +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.
* 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
@@ -182,7 +164,6 @@ you will be able to write your own analyzers.
- [x] gatewayClass
- [x] gateway
- [x] httproute
- [x] logAnalyzer
## Examples
@@ -202,7 +183,6 @@ k8sgpt analyze --explain --filter=Service
```
_Filter by namespace_
```
k8sgpt analyze --explain --filter=Pod --namespace=default
```
@@ -307,62 +287,204 @@ k8sgpt serve
_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
```
</details>
_Analysis with custom headers_
## Key Features
<details>
<summary> LocalAI provider </summary>
To run local models, it is possible to use OpenAI compatible APIs, for instance [LocalAI](https://github.com/go-skynet/LocalAI) which uses [llama.cpp](https://github.com/ggerganov/llama.cpp) and [ggml](https://github.com/ggerganov/ggml) to run inference on consumer-grade hardware. Models supported by LocalAI for instance are Vicuna, Alpaca, LLaMA, Cerebras, GPT4ALL, GPT4ALL-J and koala.
To run local inference, you need to download the models first, for instance you can find `ggml` compatible models in [huggingface.com](https://huggingface.co/models?search=ggml) (for example vicuna, alpaca and koala).
### Start the API server
To start the API server, follow the instruction in [LocalAI](https://github.com/go-skynet/LocalAI#example-use-gpt4all-j-model).
### Run k8sgpt
To run k8sgpt, run `k8sgpt auth add` with the `localai` backend:
```
k8sgpt analyze --explain --custom-headers CustomHeaderKey:CustomHeaderValue
k8sgpt auth add --backend localai --model <model_name> --baseurl http://localhost:8080/v1 --temperature 0.7
```
_Print analysis stats_
Now you can analyze with the `localai` backend:
```
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
k8sgpt analyze --explain --backend localai
```
</details>
## LLM AI Backends
<details>
<summary> AzureOpenAI provider </summary>
K8sGPT uses the chosen LLM, generative AI provider when you want to explain the analysis results using --explain flag e.g. `k8sgpt analyze --explain`. You can use `--backend` flag to specify a configured provider (it's `openai` by default).
<em>Prerequisites:</em> an Azure OpenAI deployment is needed, please visit MS official [documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/how-to/create-resource?pivots=web-portal#create-a-resource) to create your own.
You can list available providers using `k8sgpt auth list`:
To authenticate with k8sgpt, you will need the Azure OpenAI endpoint of your tenant `"https://your Azure OpenAI Endpoint"`, the api key to access your deployment, the deployment name of your model and the model name itself.
To run k8sgpt, run `k8sgpt auth` with the `azureopenai` backend:
```
k8sgpt auth add --backend azureopenai --baseurl https://<your Azure OpenAI endpoint> --engine <deployment_name> --model <model_name>
```
Lastly, enter your Azure API key, after the prompt.
Now you are ready to analyze with the azure openai backend:
```
k8sgpt analyze --explain --backend azureopenai
```
</details>
<details>
<summary>Cohere provider</summary>
<em>Prerequisites:</em> a Cohere API key is needed, please visit the [Cohere dashboard](https://dashboard.cohere.ai/api-keys) to create one.
To run k8sgpt, run `k8sgpt auth` with the `cohere` backend:
```
k8sgpt auth add --backend cohere --model command-nightly
```
Lastly, enter your Cohere API key, after the prompt.
Now you are ready to analyze with the Cohere backend:
```
k8sgpt analyze --explain --backend cohere
```
</details>
<details>
<summary>Amazon Bedrock provider</summary>
<em>Prerequisites</em>
Bedrock API access is needed.
<img src="images/bedrock.png" width="500px;" />
As illustrated below, you will need to enable this in the [AWS Console](https://eu-central-1.console.aws.amazon.com/bedrock/home?region=eu-central-1#/modelaccess)
In addition to this you will need to set the follow local environmental variables:
```
- AWS_ACCESS_KEY
- AWS_SECRET_ACCESS_KEY
- AWS_DEFAULT_REGION
```
```
k8sgpt auth add --backend amazonbedrock --model anthropic.claude-v2
```
#### Usage
```
k8sgpt analyze -e -b amazonbedrock
0 argocd/argocd-application-controller(argocd-application-controller)
- Error: StatefulSet uses the service argocd/argocd-application-controller which does not exist.
You're right, I don't have enough context to determine if a StatefulSet is correctly configured to use a non-existent service. A StatefulSet manages Pods with persistent storage, and the Pods are created from the same spec. The service name referenced in the StatefulSet configuration would need to match an existing Kubernetes service for the Pods to connect to. Without more details on the specific StatefulSet and environment, I can't confirm whether the configuration is valid or not.
```
</details>
<details>
<summary>Amazon SageMaker Provider</summary>
#### Prerequisites
1. **AWS CLI Configuration**: Make sure you have the AWS Command Line Interface (CLI) configured on your machine. If you haven't already configured the AWS CLI, you can follow the official AWS documentation for instructions on how to do it: [AWS CLI Configuration Guide](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html).
2. **SageMaker Instance**: You need to have an Amazon SageMaker instance set up. If you don't have one already, you can follow the step-by-step instructions provided in this repository for creating a SageMaker instance: [llm-sagemaker-jumpstart-cdk](https://github.com/zaremb/llm-sagemaker-jumpstart-cdk).
#### Backend Configuration
To add amazonsagemaker backend two parameters are required:
* `--endpointname` Amazon SageMaker endpoint name.
* `--providerRegion` AWS region where SageMaker instance is created. `k8sgpt` uses this region to connect to SageMaker (not the one defined with AWS CLI or environment variables )
To add amazonsagemaker as a backend run:
```bash
k8sgpt auth add --backend amazonsagemaker --providerRegion eu-west-1 --endpointname endpoint-xxxxxxxxxx
```
#### Optional params
Optionally, when adding the backend and later by changing the configuration file, you can set the following parameters:
`-l, --maxtokens int` Specify a maximum output length. Adjust (1-...) to control text length. Higher values produce longer output, lower values limit length (default 2048)
`-t, --temperature float32` The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random) (default 0.7)
`-c, --topp float32` Probability Cutoff: Set a threshold (0.0-1.0) to limit word choices. Higher values add randomness, lower values increase predictability. (default 0.5)
To make amazonsagemaker as a default backend run:
```bash
k8sgpt auth default -p amazonsagemaker
```
#### AmazonSageMaker Usage
```bash
./k8sgpt analyze -e -b amazonsagemaker
100% |███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| (1/1, 14 it/min)
AI Provider: amazonsagemaker
0 default/nginx(nginx)
- Error: Back-off pulling image "nginxx"
Error: Back-off pulling image "nginxx"
Solution:
1. Check if the image exists in the registry by running `docker image ls nginxx`.
2. If the image is not found, try pulling it by running `docker pull nginxx`.
3. If the image is still not available, check if there are any network issues by running `docker network inspect` and `docker network list`.
4. If the issue persists, try restarting the Docker daemon by running `sudo service docker restart`.
```
</details>
<details>
<summary>Setting a new default AI provider</summary>
There may be scenarios where you wish to have K8sGPT plugged into several default AI providers. In this case you may wish to use one as a new default, other than OpenAI which is the project default.
_To view available providers_
```
k8sgpt auth list
Default:
> openai
Active:
Unused:
> openai
> localai
> ollama
> azureopenai
> cohere
> amazonbedrock
> amazonsagemaker
> google
> huggingface
Unused:
> localai
> noopai
> googlevertexai
> ibmwatsonxai
> amazonbedrock
> cohere
```
For detailed documentation on how to configure and use each provider see [here](https://docs.k8sgpt.ai/reference/providers/backend/).
_To set a new default provider_
@@ -371,34 +493,33 @@ k8sgpt auth default -p azureopenai
Default provider set to azureopenai
```
## Key Features
</details>
<details>
With this option, the data is anonymized before being sent to the AI Backend. During the analysis execution, `k8sgpt` retrieves sensitive data (Kubernetes object names, labels, etc.). This data is masked when sent to the AI backend and replaced by a key that can be used to de-anonymize the data when the solution is returned to the user.
<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.
```
@@ -409,7 +530,7 @@ Note: **Anonymization does not currently apply to events.**
**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**._
*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**:-
@@ -428,13 +549,11 @@ _In a few analysers like Pod, we feed to the AI backend the event messages which
- 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**:-
@@ -442,18 +561,18 @@ _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>
@@ -463,121 +582,70 @@ _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>
<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/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>
## 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-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

@@ -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

View File

@@ -14,10 +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

@@ -16,31 +16,23 @@ package analyze
import (
"fmt"
"os"
"os/signal"
"syscall"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai/interactive"
"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
"github.com/spf13/cobra"
)
var (
explain bool
backend string
output string
filters []string
language string
nocache bool
namespace string
labelSelector string
anonymize bool
maxConcurrency int
withDoc bool
interactiveMode bool
customAnalysis bool
customHeaders []string
withStats bool
explain bool
backend string
output string
filters []string
language string
nocache bool
namespace string
anonymize bool
maxConcurrency int
withDoc bool
)
// AnalyzeCmd represents the problems command
@@ -51,31 +43,23 @@ var AnalyzeCmd = &cobra.Command{
Long: `This command will find problems within your Kubernetes cluster and
provide you with a list of issues that need to be resolved`,
Run: func(cmd *cobra.Command, args []string) {
// Create analysis configuration first.
config, err := analysis.NewAnalysis(
backend,
language,
filters,
namespace,
labelSelector,
nocache,
explain,
maxConcurrency,
withDoc,
interactiveMode,
customHeaders,
withStats,
)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
defer config.Close()
if customAnalysis {
config.RunCustomAnalysis()
}
config.RunAnalysis()
if explain {
@@ -84,48 +68,19 @@ var AnalyzeCmd = &cobra.Command{
os.Exit(1)
}
}
// print results
output_data, err := config.PrintOutput(output)
output, err := config.PrintOutput(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 {
if output == "json" {
color.Yellow("Caution: interactive mode using --json enabled may use additional tokens.")
}
sigs := make(chan os.Signal, 1)
signal.Notify(sigs, syscall.SIGINT, syscall.SIGTERM)
interactiveClient := interactive.NewInteractionRunner(config, output_data)
go interactiveClient.StartInteraction()
for {
select {
case res := <-sigs:
switch res {
default:
os.Exit(0)
}
case res := <-interactiveClient.State:
switch res {
case interactive.E_EXITED:
os.Exit(0)
}
}
}
}
fmt.Println(string(output))
},
}
func init() {
// namespace flag
AnalyzeCmd.Flags().StringVarP(&namespace, "namespace", "n", "", "Namespace to analyze")
// no cache flag
@@ -137,7 +92,7 @@ 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
@@ -146,14 +101,4 @@ func init() {
AnalyzeCmd.Flags().IntVarP(&maxConcurrency, "max-concurrency", "m", 10, "Maximum number of concurrent requests to the Kubernetes API server")
// kubernetes doc flag
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

@@ -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.")
}
},
}
@@ -166,23 +149,15 @@ func init() {
// add flag for url
addCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "URL AI provider, (e.g `http://localhost:8080/v1`)")
// add flag for endpointName
addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, e.g. `endpoint-xxxxxxxxxxxx` (only for amazonbedrock, amazonsagemaker backends)")
addCmd.Flags().StringVarP(&endpointName, "endpointname", "n", "", "Endpoint Name, (e.g `endpoint-xxxxxxxxxxxx`)")
// 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
addCmd.Flags().Float32VarP(&temperature, "temperature", "t", 0.7, "The sampling temperature, value ranges between 0 ( output be more deterministic) and 1 (more random)")
// add flag for azure open ai engine/deployment name
addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name (only for azureopenai backend)")
addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
//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")
}

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.", args[0])
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")
}

14
cmd/cache/add.go vendored
View File

@@ -24,14 +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
@@ -50,7 +47,7 @@ var addCmd = &cobra.Command{
}
fmt.Println(color.YellowString("Adding remote based cache"))
cacheType := args[0]
remoteCache, err := cache.NewCacheProvider(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)
@@ -65,10 +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")

9
cmd/cache/cache.go vendored
View File

@@ -18,16 +18,17 @@ import (
"github.com/spf13/cobra"
)
var (
bucketname string
)
// cacheCmd represents the cache command
var CacheCmd = &cobra.Command{
Use: "cache",
Short: "For working with the cache the results of an analysis",
Long: `Cache commands allow you to add a remote cache, list the contents of the cache, and remove items from the cache.`,
Run: func(cmd *cobra.Command, args []string) {
err := cmd.Help()
if err != nil {
panic(err)
}
cmd.Help()
},
}

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

@@ -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

@@ -15,17 +15,15 @@ package generate
import (
"fmt"
"os/exec"
"runtime"
"github.com/fatih/color"
"github.com/spf13/cobra"
"github.com/spf13/viper"
"os/exec"
"runtime"
)
var (
backend string
backendType string
backend string
)
// generateCmd represents the auth command
@@ -35,7 +33,7 @@ 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"
@@ -87,6 +85,6 @@ func printInstructions(isGui bool, backendType string) {
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")
color.Green("Please copy the generated key and run `k8sgpt auth` to add it to your config file")
fmt.Println("")
}

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

@@ -22,7 +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/filters"
"github.com/k8sgpt-ai/k8sgpt/cmd/generate"
"github.com/k8sgpt-ai/k8sgpt/cmd/integration"
@@ -75,7 +74,6 @@ func init() {
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.")

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"
@@ -28,15 +27,12 @@ import (
const (
defaultTemperature float32 = 0.7
defaultTopP float32 = 1.0
defaultTopK int32 = 50
)
var (
port string
metricsPort string
backend string
enableHttp bool
)
var ServeCmd = &cobra.Command{
@@ -70,61 +66,23 @@ 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)
}
// 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(),
Name: backend,
Password: password,
Model: model,
BaseURL: baseURL,
Engine: engine,
Temperature: temperature(),
}
configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -152,7 +110,7 @@ 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)
}
@@ -162,18 +120,12 @@ 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)
}
}()
defer logger.Sync()
server := k8sgptserver.Config{
Backend: aiProvider.Name,
Port: port,
MetricsPort: metricsPort,
EnableHttp: enableHttp,
Token: aiProvider.Password,
Logger: logger,
}
@@ -201,5 +153,4 @@ 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")
}

View File

@@ -9,7 +9,7 @@
# See the License for the specific language governing permissions and
# limitations under the License.
FROM golang:1.23-alpine3.19 AS builder
FROM golang:1.21-alpine3.19 AS builder
ENV CGO_ENABLED=0
ARG VERSION

344
go.mod
View File

@@ -1,258 +1,144 @@
module github.com/k8sgpt-ai/k8sgpt
go 1.22.3
toolchain go1.23.2
go 1.21
require (
github.com/aquasecurity/trivy-operator v0.22.0
github.com/fatih/color v1.17.0
github.com/kedacore/keda/v2 v2.11.2
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 v0.12.13
github.com/ollama/ollama v0.1.48
github.com/sashabaranov/go-openai v1.23.0
github.com/schollz/progressbar/v3 v3.15.0
github.com/spf13/cobra v1.8.1
github.com/spf13/viper v1.19.0
github.com/stretchr/testify v1.9.0
golang.org/x/term v0.24.0
helm.sh/helm/v3 v3.15.4
k8s.io/api v0.30.3
k8s.io/apimachinery v0.30.3
k8s.io/client-go v0.30.3
k8s.io/kubectl v0.30.3 // indirect
github.com/mittwald/go-helm-client v0.12.5
github.com/sashabaranov/go-openai v1.17.10
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 v0.15.0
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 v0.5.0
require github.com/adrg/xdg v0.4.0
require (
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 v2.22.0-20240920204244-7a91c8620515.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.5.1-20240920204244-7a91c8620515.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.35.1-20240920204244-7a91c8620515.1
cloud.google.com/go/storage v1.44.0
cloud.google.com/go/vertexai v0.7.1
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.8.0
github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.4.1
github.com/IBM/watsonx-go v1.0.1
github.com/aws/aws-sdk-go v1.55.5
github.com/cohere-ai/cohere-go/v2 v2.12.0
github.com/go-logr/zapr v1.3.0
github.com/google/generative-ai-go v0.18.0
github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0
github.com/hupe1980/go-huggingface v0.0.15
github.com/kyverno/policy-reporter-kyverno-plugin v1.6.3
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20231116211251-9f5041346631.2
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.28.1-20231116211251-9f5041346631.4
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 v1.49.14
github.com/cohere-ai/cohere-go v0.2.0
github.com/olekukonko/tablewriter v0.0.5
github.com/oracle/oci-go-sdk/v65 v65.65.1
github.com/prometheus/prometheus v0.53.1
github.com/pterm/pterm v0.12.79
google.golang.org/api v0.197.0
gopkg.in/yaml.v2 v2.4.0
sigs.k8s.io/controller-runtime v0.18.4
google.golang.org/api v0.154.0
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 v0.16.1 // indirect
cloud.google.com/go v0.115.1 // indirect
cloud.google.com/go/ai v0.8.0 // indirect
cloud.google.com/go/aiplatform v1.68.0 // indirect
cloud.google.com/go/auth v0.9.3 // indirect
cloud.google.com/go/auth/oauth2adapt v0.2.4 // indirect
cloud.google.com/go/compute/metadata v0.5.1 // indirect
cloud.google.com/go/iam v1.2.1 // indirect
cloud.google.com/go/longrunning v0.6.1 // indirect
cloud.google.com/go/monitoring v1.21.0 // indirect
dario.cat/mergo v1.0.0 // indirect
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.14.0 // indirect
github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 // indirect
github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.24.1 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.48.1 // indirect
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.48.1 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
github.com/Microsoft/hcsshim v0.12.4 // indirect
github.com/OneOfOne/xxhash v1.2.8 // indirect
github.com/ProtonMail/go-crypto v1.1.0-alpha.2 // indirect
github.com/agext/levenshtein v1.2.3 // indirect
github.com/agnivade/levenshtein v1.1.1 // indirect
github.com/alecthomas/chroma v0.10.0 // indirect
github.com/alecthomas/units v0.0.0-20231202071711-9a357b53e9c9 // indirect
github.com/apparentlymart/go-cidr v1.1.0 // indirect
github.com/apparentlymart/go-textseg/v15 v15.0.0 // indirect
github.com/aquasecurity/go-version v0.0.0-20240603093900-cf8a8d29271d // indirect
github.com/aquasecurity/trivy-checks v0.13.0 // indirect
github.com/aws/aws-sdk-go-v2 v1.30.3 // indirect
github.com/aws/aws-sdk-go-v2/service/s3 v1.55.1 // indirect
github.com/aws/smithy-go v1.20.3 // indirect
github.com/bgentry/go-netrc v0.0.0-20140422174119-9fd32a8b3d3d // indirect
github.com/blang/semver/v4 v4.0.0 // indirect
github.com/bmatcuk/doublestar/v4 v4.6.1 // indirect
github.com/census-instrumentation/opencensus-proto v0.4.1 // indirect
github.com/cloudflare/circl v1.3.7 // indirect
github.com/cncf/xds/go v0.0.0-20240905190251-b4127c9b8d78 // indirect
github.com/containerd/console v1.0.4 // indirect
github.com/containerd/errdefs v0.1.0 // indirect
cloud.google.com/go v0.110.10 // 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
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/anchore/go-struct-converter v0.0.0-20230627203149-c72ef8859ca9 // indirect
github.com/cohere-ai/tokenizer v1.1.1 // indirect
github.com/containerd/log v0.1.0 // indirect
github.com/containerd/typeurl/v2 v2.1.1 // indirect
github.com/distribution/reference v0.6.0 // indirect
github.com/distribution/reference v0.5.0 // indirect
github.com/dlclark/regexp2 v1.10.0 // indirect
github.com/docker/go-units v0.5.0 // indirect
github.com/emirpasic/gods v1.18.1 // indirect
github.com/envoyproxy/go-control-plane v0.13.0 // indirect
github.com/envoyproxy/protoc-gen-validate v1.1.0 // indirect
github.com/evanphx/json-patch/v5 v5.9.0 // indirect
github.com/evanphx/json-patch/v5 v5.7.0 // indirect
github.com/felixge/httpsnoop v1.0.4 // indirect
github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect
github.com/go-git/go-billy/v5 v5.5.0 // indirect
github.com/go-git/go-git/v5 v5.12.0 // indirect
github.com/go-ini/ini v1.67.0 // indirect
github.com/go-kit/log v0.2.1 // indirect
github.com/go-logfmt/logfmt v0.6.0 // indirect
github.com/gofrs/flock v0.12.1 // indirect
github.com/golang-jwt/jwt/v5 v5.2.1 // 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 v0.1.8 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.4 // indirect
github.com/googleapis/gax-go/v2 v2.13.0 // indirect
github.com/gookit/color v1.5.4 // indirect
github.com/gorilla/websocket v1.5.2 // indirect
github.com/grafana/regexp v0.0.0-20240518133315-a468a5bfb3bc // indirect
github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
github.com/hashicorp/go-getter v1.7.5 // indirect
github.com/hashicorp/go-safetemp v1.0.0 // indirect
github.com/hashicorp/go-uuid v1.0.3 // indirect
github.com/hashicorp/go-version v1.7.0 // indirect
github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
github.com/hashicorp/hcl/v2 v2.20.1 // indirect
github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // 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/jmespath/go-jmespath v0.4.0 // indirect
github.com/jpillora/backoff v1.0.0 // indirect
github.com/kevinburke/ssh_config v1.2.0 // indirect
github.com/kylelemons/godebug v1.1.0 // indirect
github.com/liamg/iamgo v0.0.9 // indirect
github.com/liamg/jfather v0.0.7 // indirect
github.com/liamg/memoryfs v1.6.0 // indirect
github.com/lithammer/fuzzysearch v1.1.8 // indirect
github.com/lunixbochs/struc v0.0.0-20200707160740-784aaebc1d40 // indirect
github.com/masahiro331/go-disk v0.0.0-20220919035250-c8da316f91ac // indirect
github.com/masahiro331/go-ext4-filesystem v0.0.0-20231208112839-4339555a0cd4 // indirect
github.com/mitchellh/go-homedir v1.1.0 // indirect
github.com/mitchellh/go-testing-interface v1.14.1 // indirect
github.com/moby/buildkit v0.13.2 // indirect
github.com/moby/docker-image-spec v1.3.1 // indirect
github.com/moby/sys/userns v0.1.0 // 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/open-policy-agent/opa v0.65.0 // indirect
github.com/owenrumney/squealer v1.2.2 // indirect
github.com/package-url/packageurl-go v0.1.3 // indirect
github.com/pjbgf/sha1cd v0.3.0 // 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/common/sigv4 v0.1.0 // indirect
github.com/rcrowley/go-metrics v0.0.0-20201227073835-cf1acfcdf475 // indirect
github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // 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/skeema/knownhosts v1.2.2 // indirect
github.com/sony/gobreaker v0.5.0 // indirect
github.com/sourcegraph/conc v0.3.0 // indirect
github.com/stretchr/objx v0.5.2 // indirect
github.com/tchap/go-patricia/v2 v2.3.1 // indirect
github.com/ulikunitz/xz v0.5.11 // indirect
github.com/xanzy/ssh-agent v0.3.3 // indirect
github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
github.com/yashtewari/glob-intersection v0.2.0 // indirect
github.com/zclconf/go-cty v1.14.4 // indirect
github.com/zclconf/go-cty-yaml v1.0.3 // indirect
go.opencensus.io v0.24.0 // indirect
go.opentelemetry.io/contrib/detectors/gcp v1.29.0 // indirect
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.54.0 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.54.0 // indirect
go.opentelemetry.io/otel/metric v1.29.0 // indirect
go.opentelemetry.io/otel/sdk v1.29.0 // indirect
go.opentelemetry.io/otel/sdk/metric v1.29.0 // indirect
golang.org/x/mod v0.20.0 // indirect
golang.org/x/tools v0.24.0 // indirect
gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
google.golang.org/genproto v0.0.0-20240903143218-8af14fe29dc1 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20240903143218-8af14fe29dc1 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20240903143218-8af14fe29dc1 // indirect
google.golang.org/grpc/stats/opentelemetry v0.0.0-20240907200651-3ffb98b2c93a // indirect
gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
gopkg.in/warnings.v0 v0.1.2 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
knative.dev/pkg v0.0.0-20230616134650-eb63a40adfb0 // indirect
mvdan.cc/sh/v3 v3.8.0 // 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 v0.0.0-20231120223509-83a465c0220f // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20231120223509-83a465c0220f // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20231127180814-3a041ad873d4 // indirect
gopkg.in/evanphx/json-patch.v5 v5.7.0 // 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 v3.2.1 // 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 v0.53.0 // 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 v1.7.18 // indirect
github.com/cyphar/filepath-securejoin v0.2.5 // 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 v27.1.1+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 v1.7.0 // 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 v0.6.0 // indirect
github.com/google/go-containerregistry v0.19.2 // 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 v1.4.0 // 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 v1.17.9 // 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
@@ -273,24 +159,26 @@ require (
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 v2.2.2 // 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 v1.19.1
github.com/prometheus/client_model v0.6.1 // indirect
github.com/prometheus/common v0.54.0 // indirect
github.com/prometheus/procfs v0.15.1 // 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 v1.6.1 // indirect
github.com/rubenv/sql-migrate v1.5.2 // indirect
github.com/russross/blackfriday/v2 v2.1.0 // indirect
github.com/samber/lo v1.39.0 // 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 v1.6.0 // indirect
github.com/spf13/pflag v1.0.5 // indirect
@@ -299,40 +187,42 @@ require (
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 v1.29.0 // indirect
go.opentelemetry.io/otel/trace v1.29.0 // indirect
go.starlark.net v0.0.0-20240520160348-046347dcd104 // 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 v0.27.0 // indirect
golang.org/x/exp v0.0.0-20240604190554-fc45aab8b7f8 // indirect
golang.org/x/net v0.29.0
golang.org/x/oauth2 v0.23.0 // indirect
golang.org/x/sync v0.8.0 // indirect
golang.org/x/sys v0.25.0 // indirect
golang.org/x/text v0.18.0 // indirect
golang.org/x/time v0.6.0 // indirect
go.uber.org/zap v1.26.0
golang.org/x/crypto v0.17.0 // indirect
golang.org/x/exp v0.0.0-20231110203233-9a3e6036ecaa // indirect
golang.org/x/net v0.19.0 // indirect
golang.org/x/oauth2 v0.15.0 // indirect
golang.org/x/sync v0.5.0 // indirect
golang.org/x/sys v0.15.0 // 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/grpc v1.66.2
google.golang.org/protobuf v1.35.1 // indirect
google.golang.org/appengine v1.6.8 // indirect
google.golang.org/grpc v1.60.1
google.golang.org/protobuf v1.31.0 // indirect
gopkg.in/inf.v0 v0.9.1 // indirect
gopkg.in/ini.v1 v1.67.0 // indirect
k8s.io/apiextensions-apiserver v0.30.3
k8s.io/apiserver v0.30.3 // indirect
k8s.io/cli-runtime v0.30.3 // indirect
k8s.io/component-base v0.30.3 // indirect
k8s.io/klog/v2 v2.120.1 // indirect
k8s.io/kube-openapi v0.0.0-20240521193020-835d969ad83a // indirect
k8s.io/utils v0.0.0-20240921022957-49e7df575cb6
oras.land/oras-go v1.2.5 // indirect
gopkg.in/yaml.v2 v2.4.0 // indirect
gopkg.in/yaml.v3 v3.0.1 // 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 v0.17.2 // indirect
sigs.k8s.io/kustomize/kyaml v0.17.1 // indirect
sigs.k8s.io/structured-merge-diff/v4 v4.4.1 // 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 v27.3.1+incompatible
replace oras.land/oras-go => oras.land/oras-go v1.2.4

1100
go.sum

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@@ -2,26 +2,33 @@ package ai
import (
"context"
"encoding/base64"
"encoding/json"
"fmt"
"os"
"strings"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"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"
// AmazonBedRockClient represents the client for interacting with the Amazon Bedrock service.
type AmazonBedRockClient struct {
nopCloser
client *bedrockruntime.BedrockRuntime
language string
model string
temperature float32
topP float32
maxTokens int
}
// 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)
@@ -48,22 +55,14 @@ const (
ModelAnthropicClaudeV2 = "anthropic.claude-v2"
ModelAnthropicClaudeV1 = "anthropic.claude-v1"
ModelAnthropicClaudeInstantV1 = "anthropic.claude-instant-v1"
ModelA21J2UltraV1 = "ai21.j2-ultra-v1"
ModelA21J2JumboInstruct = "ai21.j2-jumbo-instruct"
ModelAmazonTitanExpressV1 = "amazon.titan-text-express-v1"
)
var BEDROCK_MODELS = []string{
ModelAnthropicClaudeV2,
ModelAnthropicClaudeV1,
ModelAnthropicClaudeInstantV1,
ModelA21J2UltraV1,
ModelA21J2JumboInstruct,
ModelAmazonTitanExpressV1,
}
//const TOPP = 0.9 moved to config
// GetModelOrDefault check config model
func GetModelOrDefault(model string) string {
@@ -81,9 +80,6 @@ func GetModelOrDefault(model string) string {
// 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 {
@@ -95,8 +91,8 @@ func GetRegionOrDefault(region string) string {
return BEDROCK_DEFAULT_REGION
}
// Configure configures the AmazonBedRockClient with the provided configuration.
func (a *AmazonBedRockClient) Configure(config IAIConfig) error {
// Configure configures the AmazonBedRockClient with the provided configuration and language.
func (a *AmazonBedRockClient) Configure(config IAIConfig, language string) error {
// Create a new AWS session
providerRegion := GetRegionOrDefault(config.GetProviderRegion())
@@ -111,48 +107,24 @@ func (a *AmazonBedRockClient) Configure(config IAIConfig) error {
// Create a new BedrockRuntime client
a.client = bedrockruntime.New(sess)
a.language = language
a.model = GetModelOrDefault(config.GetModel())
a.temperature = config.GetTemperature()
a.topP = config.GetTopP()
a.maxTokens = config.GetMaxTokens()
return 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) {
func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
// Prepare the input data for the model invocation based on the model & the Response Body per model as well.
var request map[string]interface{}
switch a.model {
case ModelAnthropicClaudeV2, ModelAnthropicClaudeV1, ModelAnthropicClaudeInstantV1:
request = map[string]interface{}{
"prompt": fmt.Sprintf("\n\nHuman: %s \n\nAssistant:", prompt),
"max_tokens_to_sample": a.maxTokens,
"temperature": a.temperature,
"top_p": a.topP,
}
case ModelA21J2UltraV1, ModelA21J2JumboInstruct:
request = map[string]interface{}{
"prompt": prompt,
"maxTokens": a.maxTokens,
"temperature": a.temperature,
"topP": a.topP,
}
case ModelAmazonTitanExpressV1:
request = map[string]interface{}{
"inputText": fmt.Sprintf("\n\nUser: %s", prompt),
"textGenerationConfig": map[string]interface{}{
"maxTokenCount": a.maxTokens,
"temperature": a.temperature,
"topP": a.topP,
},
}
default:
return "", fmt.Errorf("model %s not supported", a.model)
// 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,
}
body, err := json.Marshal(request)
if err != nil {
return "", err
@@ -171,57 +143,54 @@ func (a *AmazonBedRockClient) GetCompletion(ctx context.Context, prompt string)
if err != nil {
return "", err
}
// Response type changes as per model
switch a.model {
case ModelAnthropicClaudeV2, ModelAnthropicClaudeV1, ModelAnthropicClaudeInstantV1:
type InvokeModelResponseBody struct {
Completion string `json:"completion"`
Stop_reason string `json:"stop_reason"`
}
output := &InvokeModelResponseBody{}
err = json.Unmarshal(resp.Body, output)
if err != nil {
return "", err
}
return output.Completion, nil
case ModelA21J2UltraV1, ModelA21J2JumboInstruct:
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(resp.Body, output)
if err != nil {
return "", err
}
return output.Completions[0].Data.Text, nil
case ModelAmazonTitanExpressV1:
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(resp.Body, output)
if err != nil {
return "", err
}
return output.Results[0].OutputText, nil
default:
return "", fmt.Errorf("model %s not supported", a.model)
}
// Parse the response body
output := &InvokeModelResponseBody{}
err = json.Unmarshal(resp.Body, output)
if err != nil {
return "", err
}
return output.Completion, nil
}
// Parse generates a completion for the provided prompt using the Amazon Bedrock model.
func (a *AmazonBedRockClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
inputKey := strings.Join(prompt, " ")
// Check for cached data
cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
response, err := cache.Load(cacheKey)
if err != nil {
return "", err
}
if response != "" {
output, err := base64.StdEncoding.DecodeString(response)
if err != nil {
color.Red("error decoding cached data: %v", err)
return "", nil
}
return string(output), nil
}
}
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", nil
}
return response, nil
}
// GetName returns the name of the AmazonBedRockClient.
func (a *AmazonBedRockClient) GetName() string {
return amazonbedrockAIClientName
return "amazonbedrock"
}

View File

@@ -15,25 +15,28 @@ package ai
import (
"context"
"encoding/json"
"encoding/base64"
"fmt"
"strings"
"encoding/json"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/aws/aws-sdk-go/service/sagemakerruntime"
)
const amazonsagemakerAIClientName = "amazonsagemaker"
type SageMakerAIClient struct {
nopCloser
client *sagemakerruntime.SageMakerRuntime
language string
model string
temperature float32
endpoint string
topP float32
topK int32
maxTokens int
}
@@ -57,11 +60,10 @@ 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"`
}
func (c *SageMakerAIClient) Configure(config IAIConfig) error {
func (c *SageMakerAIClient) Configure(config IAIConfig, language string) error {
// Create a new AWS session
sess := session.Must(session.NewSessionWithOptions(session.Options{
@@ -69,6 +71,7 @@ func (c *SageMakerAIClient) Configure(config IAIConfig) error {
SharedConfigState: session.SharedConfigEnable,
}))
c.language = language
// Create a new SageMaker runtime client
c.client = sagemakerruntime.New(sess)
c.model = config.GetModel()
@@ -76,24 +79,27 @@ 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
}
func (c *SageMakerAIClient) GetCompletion(_ context.Context, prompt string) (string, error) {
func (c *SageMakerAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
// Create a completion request
if len(promptTmpl) == 0 {
promptTmpl = PromptMap["default"]
}
request := Request{
Inputs: [][]Message{
{
{Role: "system", Content: "DEFAULT_PROMPT"},
{Role: "user", Content: prompt},
{Role: "user", Content: fmt.Sprintf(promptTmpl, c.language, prompt)},
},
},
Parameters: Parameters{
MaxNewTokens: int(c.maxTokens),
TopP: float64(c.topP),
TopK: float64(c.topK),
Temperature: float64(c.temperature),
},
}
@@ -136,6 +142,29 @@ func (c *SageMakerAIClient) GetCompletion(_ context.Context, prompt string) (str
return content, nil
}
func (c *SageMakerAIClient) GetName() string {
return amazonsagemakerAIClientName
func (a *SageMakerAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
// parse the text with the AI backend
inputKey := strings.Join(prompt, " ")
// Check for cached data
sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
color.Red("error getting completion: %v", err)
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", err
}
return response, nil
}
func (a *SageMakerAIClient) GetName() string {
return "amazonsagemaker"
}

View File

@@ -2,31 +2,31 @@ package ai
import (
"context"
"encoding/base64"
"errors"
"net/http"
"net/url"
"fmt"
"strings"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/fatih/color"
"github.com/sashabaranov/go-openai"
)
const azureAIClientName = "azureopenai"
type AzureAIClient struct {
nopCloser
client *openai.Client
model string
temperature float32
// organizationId string
client *openai.Client
language string
model string
temperature float32
}
func (c *AzureAIClient) Configure(config IAIConfig) error {
func (c *AzureAIClient) Configure(config IAIConfig, lang string) 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
@@ -36,42 +36,25 @@ 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")
}
c.language = lang
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
return nil
}
func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
// Create a completion request
resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
Model: c.model,
Messages: []openai.ChatCompletionMessage{
{
Role: openai.ChatMessageRoleUser,
Content: prompt,
Content: fmt.Sprintf(default_prompt, c.language, prompt),
},
},
Temperature: c.temperature,
@@ -82,6 +65,42 @@ func (c *AzureAIClient) GetCompletion(ctx context.Context, prompt string) (strin
return resp.Choices[0].Message.Content, nil
}
func (c *AzureAIClient) GetName() string {
return azureAIClientName
func (a *AzureAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
inputKey := strings.Join(prompt, " ")
// Check for cached data
cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
response, err := cache.Load(cacheKey)
if err != nil {
return "", err
}
if response != "" {
output, err := base64.StdEncoding.DecodeString(response)
if err != nil {
color.Red("error decoding cached data: %v", err)
return "", nil
}
return string(output), nil
}
}
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", nil
}
return response, nil
}
func (a *AzureAIClient) GetName() string {
return "azureopenai"
}

View File

@@ -15,66 +15,104 @@ package ai
import (
"context"
"encoding/base64"
"errors"
"fmt"
"strings"
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"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
)
const cohereAIClientName = "cohere"
type CohereClient struct {
nopCloser
client *cohere.Client
language string
model string
temperature float32
maxTokens int
}
func (c *CohereClient) Configure(config IAIConfig) error {
func (c *CohereClient) Configure(config IAIConfig, language string) 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.language = language
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(ctx context.Context, prompt, promptTmpl 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),
if len(promptTmpl) == 0 {
promptTmpl = PromptMap["default"]
}
resp, err := c.client.Generate(cohere.GenerateOptions{
Model: c.model,
Prompt: fmt.Sprintf(strings.TrimSpace(promptTmpl), c.language, 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 {
return cohereAIClientName
func (a *CohereClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
inputKey := strings.Join(prompt, " ")
// Check for cached data
cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
response, err := cache.Load(cacheKey)
if err != nil {
return "", err
}
if response != "" {
output, err := base64.StdEncoding.DecodeString(response)
if err != nil {
color.Red("error decoding cached data: %v", err)
return "", nil
}
return string(output), nil
}
}
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", nil
}
return response, nil
}
func (a *CohereClient) GetName() string {
return "cohere"
}

View File

@@ -1,122 +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"
"github.com/fatih/color"
"github.com/google/generative-ai-go/genai"
"google.golang.org/api/option"
)
const googleAIClientName = "google"
type GoogleGenAIClient struct {
client *genai.Client
model string
temperature float32
topP float32
topK int32
maxTokens int
}
func (c *GoogleGenAIClient) Configure(config IAIConfig) error {
ctx := context.Background()
// Access your API key as an environment variable (see "Set up your API key" above)
token := config.GetPassword()
authOption := option.WithAPIKey(token)
if token[0] == '{' {
authOption = option.WithCredentialsJSON([]byte(token))
}
client, err := genai.NewClient(ctx, authOption)
if err != nil {
return fmt.Errorf("creating genai Google SDK client: %w", err)
}
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.topK = config.GetTopK()
c.maxTokens = config.GetMaxTokens()
return nil
}
func (c *GoogleGenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
// Available models are at https://ai.google.dev/models e.g.gemini-pro.
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.
// 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 == genai.BlockReasonSafety {
for _, r := range resp.PromptFeedback.SafetyRatings {
if !r.Blocked {
continue
}
return "", fmt.Errorf("complection blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
}
}
return "", errors.New("no complection 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.CitationSources) > 0 {
output += "Citations:\n"
for _, source := range got.CitationMetadata.CitationSources {
// 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 (c *GoogleGenAIClient) GetName() string {
return googleAIClientName
}
func (c *GoogleGenAIClient) Close() {
if err := c.client.Close(); err != nil {
color.Red("googleai client close error: %v", err)
}
}

View File

@@ -1,181 +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"
)
var VERTEXAI_MODELS = []string{
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(float32(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("complection blocked due to %v with probability %v", r.Category.String(), r.Probability.String())
}
}
return "", errors.New("no complection 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

@@ -1,63 +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 +15,8 @@ package ai
import (
"context"
"net/http"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
)
var (
@@ -23,68 +24,39 @@ var (
&OpenAIClient{},
&AzureAIClient{},
&LocalAIClient{},
&OllamaClient{},
&NoOpAIClient{},
&CohereClient{},
&AmazonBedRockClient{},
&SageMakerAIClient{},
&GoogleGenAIClient{},
&HuggingfaceClient{},
&GoogleVertexAIClient{},
&OCIGenAIClient{},
&IBMWatsonxAIClient{},
}
Backends = []string{
openAIClientName,
localAIClientName,
ollamaClientName,
azureAIClientName,
cohereAIClientName,
amazonbedrockAIClientName,
amazonsagemakerAIClientName,
googleAIClientName,
noopAIClientName,
huggingfaceAIClientName,
googleVertexAIClientName,
ociClientName,
ibmWatsonxAIClientName,
"openai",
"localai",
"azureopenai",
"noopai",
"cohere",
"amazonbedrock",
"amazonsagemaker",
}
)
// IAI is an interface all clients (representing backends) share.
type IAI interface {
// Configure sets up client for given configuration. This is expected to be
// executed once per client life-time (e.g. analysis CLI command invocation).
Configure(config IAIConfig) error
// GetCompletion generates text based on prompt.
GetCompletion(ctx context.Context, prompt string) (string, error)
// GetName returns name of the backend/client.
Configure(config IAIConfig, language string) error
GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error)
Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error)
GetName() string
// Close cleans all the resources. No other methods should be used on the
// objects after this method is invoked.
Close()
}
type nopCloser struct{}
func (nopCloser) Close() {}
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 {
@@ -103,33 +75,22 @@ 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
}
@@ -138,10 +99,6 @@ func (p *AIProvider) GetTopP() float32 {
return p.TopP
}
func (p *AIProvider) GetTopK() int32 {
return p.TopK
}
func (p *AIProvider) GetMaxTokens() int {
return p.MaxTokens
}
@@ -165,23 +122,7 @@ 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"}
var passwordlessProviders = []string{"localai", "amazonsagemaker", "amazonbedrock"}
func NeedPassword(backend string) bool {
for _, b := range passwordlessProviders {

View File

@@ -1,67 +0,0 @@
package interactive
import (
"fmt"
"strings"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/analysis"
"github.com/pterm/pterm"
)
type INTERACTIVE_STATE int
const (
prompt = "Given the following context: "
)
const (
E_RUNNING INTERACTIVE_STATE = iota
E_EXITED = iota
)
type InteractionRunner struct {
config *analysis.Analysis
State chan INTERACTIVE_STATE
contextWindow []byte
}
func NewInteractionRunner(config *analysis.Analysis, contextWindow []byte) *InteractionRunner {
return &InteractionRunner{
config: config,
contextWindow: contextWindow,
State: make(chan INTERACTIVE_STATE),
}
}
func (a *InteractionRunner) StartInteraction() {
a.State <- E_RUNNING
pterm.Println("Interactive mode enabled [type exit to close.]")
for {
query := pterm.DefaultInteractiveTextInput.WithMultiLine(false)
queryString, err := query.Show()
if err != nil {
fmt.Println(err)
}
if queryString == "" {
continue
}
if strings.Contains(queryString, "exit") {
a.State <- E_EXITED
continue
}
pterm.Println()
contextWindow := fmt.Sprintf("%s %s %s", prompt, string(a.contextWindow),
queryString)
response, err := a.config.AIClient.GetCompletion(a.config.Context,
contextWindow)
if err != nil {
color.Red("Error: %v", err)
a.State <- E_EXITED
continue
}
pterm.Println(response)
}
}

View File

@@ -1,11 +1,9 @@
package ai
const localAIClientName = "localai"
type LocalAIClient struct {
OpenAIClient
}
func (a *LocalAIClient) GetName() string {
return localAIClientName
return "localai"
}

View File

@@ -15,23 +15,58 @@ package ai
import (
"context"
"encoding/base64"
"fmt"
"strings"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
)
const noopAIClientName = "noopai"
type NoOpAIClient struct {
nopCloser
client string
language string
model string
}
func (c *NoOpAIClient) Configure(_ IAIConfig) error {
func (c *NoOpAIClient) Configure(config IAIConfig, language string) error {
token := config.GetPassword()
c.language = language
c.client = fmt.Sprintf("I am a noop client with the token %s ", token)
c.model = config.GetModel()
return nil
}
func (c *NoOpAIClient) GetCompletion(_ context.Context, prompt string) (string, error) {
func (c *NoOpAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
// Create a completion request
response := "I am a noop response to the prompt " + prompt
return response, nil
}
func (c *NoOpAIClient) GetName() string {
return noopAIClientName
func (a *NoOpAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
// parse the text with the AI backend
inputKey := strings.Join(prompt, " ")
// Check for cached data
sEnc := base64.StdEncoding.EncodeToString([]byte(inputKey))
cacheKey := util.GetCacheKey(a.GetName(), a.language, sEnc)
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
color.Red("error getting completion: %v", err)
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", nil
}
return response, nil
}
func (a *NoOpAIClient) GetName() string {
return "noopai"
}

View File

@@ -1,97 +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"
"github.com/oracle/oci-go-sdk/v65/common"
"github.com/oracle/oci-go-sdk/v65/generativeaiinference"
"strings"
)
const ociClientName = "oci"
type OCIGenAIClient struct {
nopCloser
client *generativeaiinference.GenerativeAiInferenceClient
model string
compartmentId string
temperature float32
topP float32
maxTokens int
}
func (c *OCIGenAIClient) GetName() string {
return ociClientName
}
func (c *OCIGenAIClient) Configure(config IAIConfig) error {
config.GetEndpointName()
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
c.maxTokens = config.GetMaxTokens()
c.compartmentId = config.GetCompartmentId()
provider := common.DefaultConfigProvider()
client, err := generativeaiinference.NewGenerativeAiInferenceClientWithConfigurationProvider(provider)
if err != nil {
return err
}
c.client = &client
return nil
}
func (c *OCIGenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
generateTextRequest := c.newGenerateTextRequest(prompt)
generateTextResponse, err := c.client.GenerateText(ctx, generateTextRequest)
if err != nil {
return "", err
}
return extractGeneratedText(generateTextResponse.InferenceResponse)
}
func (c *OCIGenAIClient) newGenerateTextRequest(prompt string) generativeaiinference.GenerateTextRequest {
temperatureF64 := float64(c.temperature)
topPF64 := float64(c.topP)
return generativeaiinference.GenerateTextRequest{
GenerateTextDetails: generativeaiinference.GenerateTextDetails{
CompartmentId: &c.compartmentId,
ServingMode: generativeaiinference.OnDemandServingMode{
ModelId: &c.model,
},
InferenceRequest: generativeaiinference.CohereLlmInferenceRequest{
Prompt: &prompt,
MaxTokens: &c.maxTokens,
Temperature: &temperatureF64,
TopP: &topPF64,
},
},
}
}
func extractGeneratedText(llmInferenceResponse generativeaiinference.LlmInferenceResponse) (string, error) {
response, ok := llmInferenceResponse.(generativeaiinference.CohereLlmInferenceResponse)
if !ok {
return "", errors.New("failed to extract generated text from backed response")
}
sb := strings.Builder{}
for _, text := range response.GeneratedTexts {
if text.Text != nil {
sb.WriteString(*text.Text)
}
}
return sb.String(), nil
}

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

@@ -15,23 +15,24 @@ package ai
import (
"context"
"encoding/base64"
"errors"
"net/http"
"net/url"
"fmt"
"strings"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/sashabaranov/go-openai"
"github.com/fatih/color"
)
const openAIClientName = "openai"
type OpenAIClient struct {
nopCloser
client *openai.Client
model string
temperature float32
topP float32
// organizationId string
client *openai.Client
language string
model string
temperature float32
}
const (
@@ -39,66 +40,47 @@ const (
maxToken = 2048
presencePenalty = 0.0
frequencyPenalty = 0.0
topP = 1.0
)
func (c *OpenAIClient) Configure(config IAIConfig) error {
func (c *OpenAIClient) Configure(config IAIConfig, language string) 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")
}
c.language = language
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.topP = config.GetTopP()
return nil
}
func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string, promptTmpl string) (string, error) {
// Create a completion request
if len(promptTmpl) == 0 {
promptTmpl = PromptMap["default"]
}
resp, err := c.client.CreateChatCompletion(ctx, openai.ChatCompletionRequest{
Model: c.model,
Messages: []openai.ChatCompletionMessage{
{
Role: "user",
Content: prompt,
Content: fmt.Sprintf(promptTmpl, c.language, prompt),
},
},
Temperature: c.temperature,
MaxTokens: maxToken,
PresencePenalty: presencePenalty,
FrequencyPenalty: frequencyPenalty,
TopP: c.topP,
TopP: topP,
})
if err != nil {
return "", err
@@ -106,28 +88,42 @@ func (c *OpenAIClient) GetCompletion(ctx context.Context, prompt string) (string
return resp.Choices[0].Message.Content, nil
}
func (c *OpenAIClient) GetName() string {
return openAIClientName
}
func (a *OpenAIClient) Parse(ctx context.Context, prompt []string, cache cache.ICache, promptTmpl string) (string, error) {
inputKey := strings.Join(prompt, " ")
// Check for cached data
cacheKey := util.GetCacheKey(a.GetName(), a.language, inputKey)
// OpenAIHeaderTransport is an http.RoundTripper that adds the given headers to each request.
type OpenAIHeaderTransport struct {
Origin http.RoundTripper
Headers []http.Header
}
if !cache.IsCacheDisabled() && cache.Exists(cacheKey) {
response, err := cache.Load(cacheKey)
if err != nil {
return "", err
}
// 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)
if response != "" {
output, err := base64.StdEncoding.DecodeString(response)
if err != nil {
color.Red("error decoding cached data: %v", err)
return "", nil
}
return string(output), nil
}
}
return t.Origin.RoundTrip(clonedReq)
response, err := a.GetCompletion(ctx, inputKey, promptTmpl)
if err != nil {
return "", err
}
err = cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response)))
if err != nil {
color.Red("error storing value to cache: %v", err)
return "", nil
}
return response, nil
}
func (a *OpenAIClient) GetName() string {
return "openai"
}

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

@@ -8,64 +8,10 @@ const (
`
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.
Provide step by step instructions to fix, with suggestions, referencing Prometheus documentation if relevant.
Write the output in the following format in no more than 300 characters:
Error: {Explain error here}
Solution: {Step by step solution here}
`
prom_relabel_prompt = `
Return your prompt in this language: %s, beginning with
The following is a list of the form:
job_name:
{Prometheus job_name}
relabel_configs:
{Prometheus relabel_configs}
kubernetes_sd_configs:
{Prometheus service discovery config}
---
%s
---
For each job_name, describe the Kubernetes service and pod labels,
namespaces, ports, and containers they match.
Return the message:
Discovered and parsed Prometheus scrape configurations.
For targets to be scraped by Prometheus, ensure they are running with
at least one of the following label sets:
Then for each job, write this format:
- Job: {job_name}
- Service Labels:
- {list of service labels}
- Pod Labels:
- {list of pod labels}
- Namespaces:
- {list of namespaces}
- Ports:
- {list of ports}
- 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}
`
)
var PromptMap = map[string]string{
"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,
"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,
}

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

@@ -15,20 +15,17 @@ package analysis
import (
"context"
"encoding/base64"
"errors"
"fmt"
"reflect"
"strings"
"sync"
"time"
"github.com/fatih/color"
openapi_v2 "github.com/google/gnostic/openapiv2"
"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/custom"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/schollz/progressbar/v3"
@@ -39,25 +36,19 @@ type Analysis struct {
Context context.Context
Filters []string
Client *kubernetes.Client
Language string
AIClient ai.IAI
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"
@@ -77,14 +68,10 @@ 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")
@@ -108,14 +95,11 @@ func NewAnalysis(
Context: context.Background(),
Filters: filters,
Client: client,
Language: language,
Namespace: namespace,
LabelSelector: labelSelector,
Cache: cache,
Explain: explain,
MaxConcurrency: maxConcurrency,
WithDoc: withDoc,
WithStats: withStats,
}
if !explain {
// Return early if AI use was not requested.
@@ -132,15 +116,11 @@ 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 backend == "" {
backend = "openai"
}
var aiProvider ai.AIProvider
for _, provider := range configAI.Providers {
if backend == provider.Name {
@@ -154,9 +134,7 @@ func NewAnalysis(
}
aiClient := ai.NewClient(aiProvider.Name)
customHeaders := util.NewHeaders(httpHeaders)
aiProvider.CustomHeaders = customHeaders
if err := aiClient.Configure(&aiProvider); err != nil {
if err := aiClient.Configure(&aiProvider, language); err != nil {
return nil, err
}
a.AIClient = aiClient
@@ -164,59 +142,6 @@ func NewAnalysis(
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
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
}
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()
} else {
mutex.Lock()
a.Results = append(a.Results, result)
mutex.Unlock()
}
<-semaphore
}(cAnalyzer, &wg, semaphore)
}
wg.Wait()
}
func (a *Analysis) RunAnalysis() {
activeFilters := viper.GetStringSlice("active_filters")
@@ -237,32 +162,58 @@ func (a *Analysis) RunAnalysis() {
Client: a.Client,
Context: a.Context,
Namespace: a.Namespace,
LabelSelector: a.LabelSelector,
AIClient: a.AIClient,
OpenapiSchema: openapiSchema,
}
semaphore := make(chan struct{}, a.MaxConcurrency)
var wg sync.WaitGroup
var mutex sync.Mutex
// if there are no filters selected and no active_filters then run coreAnalyzer
if len(a.Filters) == 0 && len(activeFilters) == 0 {
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 {
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))
}
@@ -271,57 +222,32 @@ func (a *Analysis) RunAnalysis() {
return
}
var wg sync.WaitGroup
var mutex sync.Mutex
semaphore = make(chan struct{}, a.MaxConcurrency)
// use active_filters
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
results, err := analyzer.Analyze(analyzerConfig)
// 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))
} else {
if a.WithStats {
a.Stats = append(a.Stats, stat)
}
a.Results = append(a.Results, results...)
}
<-semaphore
}
func (a *Analysis) GetAIResults(output string, anonymize bool) error {
if len(a.Results) == 0 {
return nil
@@ -343,14 +269,14 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
}
texts = append(texts, failure.Text)
}
promptTemplate := ai.PromptMap["default"]
// If the resource `Kind` comes from an "integration plugin",
// maybe a customized prompt template will be involved.
// If the resource `Kind` comes from a "integration plugin", maybe a customized prompt template will be involved.
var promptTemplate string
if prompt, ok := ai.PromptMap[analysis.Kind]; ok {
promptTemplate = prompt
} else {
promptTemplate = ai.PromptMap["default"]
}
result, err := a.getAIResultForSanitizedFailures(texts, promptTemplate)
parsedText, err := a.AIClient.Parse(a.Context, texts, a.Cache, promptTemplate)
if err != nil {
// FIXME: can we avoid checking if output is json multiple times?
// maybe implement the progress bar better?
@@ -358,22 +284,23 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
_ = bar.Exit()
}
// Check for exhaustion.
// Check for exhaustion
if strings.Contains(err.Error(), "status code: 429") {
return fmt.Errorf("exhausted API quota for AI provider %s: %v", a.AIClient.GetName(), err)
} else {
return fmt.Errorf("failed while calling AI provider %s: %v", a.AIClient.GetName(), err)
}
return fmt.Errorf("failed while calling AI provider %s: %v", a.AIClient.GetName(), err)
}
if anonymize {
for _, failure := range analysis.Error {
for _, s := range failure.Sensitive {
result = strings.ReplaceAll(result, s.Masked, s.Unmasked)
parsedText = strings.ReplaceAll(parsedText, s.Masked, s.Unmasked)
}
}
}
analysis.Details = result
analysis.Details = parsedText
if output != "json" {
_ = bar.Add(1)
}
@@ -381,44 +308,3 @@ func (a *Analysis) GetAIResults(output string, anonymize bool) error {
}
return nil
}
func (a *Analysis) getAIResultForSanitizedFailures(texts []string, promptTmpl string) (string, error) {
inputKey := strings.Join(texts, " ")
// Check for cached data.
// TODO(bwplotka): This might depend on model too (or even other client configuration pieces), fix it in later PRs.
cacheKey := util.GetCacheKey(a.AIClient.GetName(), a.Language, inputKey)
if !a.Cache.IsCacheDisabled() && a.Cache.Exists(cacheKey) {
response, err := a.Cache.Load(cacheKey)
if err != nil {
return "", err
}
if response != "" {
output, err := base64.StdEncoding.DecodeString(response)
if err == nil {
return string(output), nil
}
color.Red("error decoding cached data; ignoring cache item: %v", err)
}
}
// Process template.
prompt := fmt.Sprintf(strings.TrimSpace(promptTmpl), a.Language, inputKey)
response, err := a.AIClient.GetCompletion(a.Context, prompt)
if err != nil {
return "", err
}
if err = a.Cache.Store(cacheKey, base64.StdEncoding.EncodeToString([]byte(response))); err != nil {
color.Red("error storing value to cache; value won't be cached: %v", err)
}
return response, nil
}
func (a *Analysis) Close() {
if a.AIClient == nil {
return
}
a.AIClient.Close()
}

View File

@@ -17,11 +17,6 @@ import (
"context"
"encoding/json"
"fmt"
"strings"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/magiconair/properties/assert"
@@ -31,6 +26,8 @@ import (
networkingv1 "k8s.io/api/networking/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
"strings"
"testing"
)
// sub-function
@@ -88,7 +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
@@ -137,10 +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) {
@@ -287,120 +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)
}
})
}
}

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

@@ -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

@@ -15,186 +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) {
suspend := new(bool)
*suspend = true
invalidStartingDeadline := new(int64)
*invalidStartingDeadline = -7
validStartingDeadline := new(int64)
*validStartingDeadline = 7
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,
},
},
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ1",
// This CronJob won't be list because of namespace filtering.
Namespace: "test",
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ2",
Namespace: "default",
},
// A suspended CronJob will contribute to failures.
Spec: batchv1.CronJobSpec{
Suspend: suspend,
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ3",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
// Valid schedule
Schedule: "*/1 * * * *",
// Negative starting deadline
StartingDeadlineSeconds: invalidStartingDeadline,
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ4",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
// Invalid schedule
Schedule: "*** * * * *",
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ5",
Namespace: "default",
},
Spec: batchv1.CronJobSpec{
// Valid schedule
Schedule: "*/1 * * * *",
// Positive starting deadline shouldn't be any problem.
StartingDeadlineSeconds: validStartingDeadline,
},
},
&batchv1.CronJob{
// This cronjob shouldn't contribute to any failures.
ObjectMeta: metav1.ObjectMeta{
Name: "successful-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,
},
},
},
},
},
},
),
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
cjAnalyzer := CronJobAnalyzer{}
results, err := cjAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []string{
"default/CJ2",
"default/CJ3",
"default/CJ4",
analyzer := CronJobAnalyzer{}
analysisResults, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i], result.Name)
}
assert.Equal(t, len(analysisResults), 0)
}
func TestCronJobAnalyzerLabelSelectorFiltering(t *testing.T) {
suspend := new(bool)
*suspend = true
invalidStartingDeadline := new(int64)
*invalidStartingDeadline = -7
validStartingDeadline := new(int64)
*validStartingDeadline = 7
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ1",
Namespace: "default",
Labels: map[string]string{
"app": "cronjob",
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,
},
},
},
&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "CJ2",
Namespace: "default",
},
},
),
},
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=cronjob",
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
cjAnalyzer := CronJobAnalyzer{}
results, err := cjAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/CJ1", results[0].Name)
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
}

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

@@ -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

@@ -43,7 +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
}
@@ -53,18 +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 {
if condition.Status != "True" {
failures = append(failures, common.Failure{
Text: condition.Message,
Sensitive: []common.Sensitive{},
})
}
}
// check ScaleTargetRef exist
scaleTargetRef := hpa.Spec.ScaleTargetRef
var podInfo PodInfo
@@ -152,10 +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",
@@ -531,212 +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)
}

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,

View File

@@ -41,7 +41,7 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
"analyzer_name": kind,
})
list, err := a.Client.GetClient().NetworkingV1().Ingresses(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().NetworkingV1().Ingresses(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -163,10 +163,8 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Ingress.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.Ingress.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -15,226 +15,146 @@ package analyzer
import (
"context"
"sort"
"strings"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
v1 "k8s.io/api/core/v1"
"github.com/magiconair/properties/assert"
networkingv1 "k8s.io/api/networking/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestIngressAnalyzer(t *testing.T) {
validIgClassName := new(string)
*validIgClassName = "valid-ingress-class"
var igRule networkingv1.IngressRule
httpRule := networkingv1.HTTPIngressRuleValue{
Paths: []networkingv1.HTTPIngressPath{
{
Path: "/",
Backend: networkingv1.IngressBackend{
Service: &networkingv1.IngressServiceBackend{
// This service exists.
Name: "Service1",
},
},
clientset := fake.NewSimpleClientset(
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
{
Path: "/test1",
Backend: networkingv1.IngressBackend{
Service: &networkingv1.IngressServiceBackend{
// This service is in the test namespace
// Hence, it won't be discovered.
Name: "Service2",
},
},
},
{
Path: "/test2",
Backend: networkingv1.IngressBackend{
Service: &networkingv1.IngressServiceBackend{
// This service doesn't exist.
Name: "Service3",
},
},
},
},
}
igRule.IngressRuleValue.HTTP = &httpRule
})
ingressAnalyzer := IngressAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&networkingv1.Ingress{
// Doesn't specify an ingress class.
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress1",
Namespace: "default",
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress2",
Namespace: "default",
// Specify an invalid ingress class name using annotations.
Annotations: map[string]string{
"kubernetes.io/ingress.class": "invalid-class",
},
},
},
&networkingv1.Ingress{
// Namespace filtering.
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress3",
Namespace: "test",
},
},
&networkingv1.IngressClass{
ObjectMeta: metav1.ObjectMeta{
Name: *validIgClassName,
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress4",
Namespace: "default",
// Specify valid ingress class name using annotations.
Annotations: map[string]string{
"kubernetes.io/ingress.class": *validIgClassName,
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "Service1",
Namespace: "default",
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
// Namespace filtering.
Name: "Service2",
Namespace: "test",
},
},
&v1.Secret{
ObjectMeta: metav1.ObjectMeta{
Name: "Secret1",
Namespace: "default",
},
},
&v1.Secret{
ObjectMeta: metav1.ObjectMeta{
Name: "Secret2",
Namespace: "test",
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress5",
Namespace: "default",
},
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
// Specify valid ingress class name in spec.
Spec: networkingv1.IngressSpec{
IngressClassName: validIgClassName,
Rules: []networkingv1.IngressRule{
igRule,
},
TLS: []networkingv1.IngressTLS{
{
// This won't contribute to any failures.
SecretName: "Secret1",
},
{
// This secret won't be discovered because of namespace filtering.
SecretName: "Secret2",
},
{
// This secret doesn't exist.
SecretName: "Secret3",
},
},
},
},
),
func TestIngressAnalyzerWithMultipleIngresses(t *testing.T) {
clientset := fake.NewSimpleClientset(
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example-2",
Namespace: "default",
Annotations: map[string]string{},
},
},
)
ingressAnalyzer := IngressAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
igAnalyzer := IngressAnalyzer{}
results, err := igAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []struct {
name string
failuresCount int
}{
{
name: "default/Ingress1",
failuresCount: 1,
},
{
name: "default/Ingress2",
failuresCount: 1,
},
{
name: "default/Ingress5",
failuresCount: 4,
},
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i].name, result.Name)
require.Equal(t, expectations[i].failuresCount, len(result.Error))
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 2)
}
func TestIngressAnalyzerLabelSelectorFiltering(t *testing.T) {
validIgClassName := new(string)
*validIgClassName = "valid-ingress-class"
func TestIngressAnalyzerWithoutIngressClassAnnotation(t *testing.T) {
clientset := fake.NewSimpleClientset(
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
})
ingressAnalyzer := IngressAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress1",
Namespace: "default",
Labels: map[string]string{
"app": "ingress",
},
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "Ingress2",
Namespace: "default",
},
},
),
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=ingress",
Context: context.Background(),
Namespace: "default",
}
igAnalyzer := IngressAnalyzer{}
results, err := igAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/Ingress1", results[0].Name)
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
for _, analysis := range analysisResults {
for _, err := range analysis.Error {
if strings.Contains(err.Text, "does not specify an Ingress class") {
errorFound = true
break
}
}
if errorFound {
break
}
}
if !errorFound {
t.Error("expected error 'does not specify an Ingress class' not found in analysis results")
}
}
func TestIngressAnalyzerNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&networkingv1.Ingress{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "other-namespace",
Annotations: map[string]string{},
},
})
ingressAnalyzer := IngressAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -41,7 +41,7 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -49,17 +49,29 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
// Iterate through each pod
for _, pod := range list.Items {
var failures []common.Failure
podName := pod.Name
for _, c := range pod.Spec.Containers {
var failures []common.Failure
podLogOptions := v1.PodLogOptions{
TailLines: &tailLines,
Container: c.Name,
}
podLogs, err := a.Client.Client.CoreV1().Pods(pod.Namespace).GetLogs(podName, &podLogOptions).DoRaw(a.Context)
if err != nil {
podLogOptions := v1.PodLogOptions{
TailLines: &tailLines,
}
podLogs, err := a.Client.Client.CoreV1().Pods(pod.Namespace).GetLogs(podName, &podLogOptions).DoRaw(a.Context)
if err != nil {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Error %s from Pod %s", err.Error(), pod.Name),
Sensitive: []common.Sensitive{
{
Unmasked: pod.Name,
Masked: util.MaskString(pod.Name),
},
},
})
} else {
rawlogs := string(podLogs)
if errorPattern.MatchString(strings.ToLower(rawlogs)) {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Error %s from Pod %s", err.Error(), pod.Name),
Text: printErrorLines(pod.Name, pod.Namespace, rawlogs, errorPattern),
Sensitive: []common.Sensitive{
{
Unmasked: pod.Name,
@@ -67,27 +79,14 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
},
},
})
} else {
rawlogs := string(podLogs)
if errorPattern.MatchString(strings.ToLower(rawlogs)) {
failures = append(failures, common.Failure{
Text: printErrorLines(rawlogs, errorPattern),
Sensitive: []common.Sensitive{
{
Unmasked: pod.Name,
Masked: util.MaskString(pod.Name),
},
},
})
}
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s/%s", pod.Namespace, pod.Name, c.Name)] = common.PreAnalysis{
FailureDetails: failures,
Pod: pod,
}
AnalyzerErrorsMetric.WithLabelValues(kind, pod.Name, pod.Namespace).Set(float64(len(failures)))
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
FailureDetails: failures,
Pod: pod,
}
AnalyzerErrorsMetric.WithLabelValues(kind, pod.Name, pod.Namespace).Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
@@ -96,16 +95,14 @@ func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Pod.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}
func printErrorLines(logs string, errorPattern *regexp.Regexp) string {
func printErrorLines(podName, namespace, logs string, errorPattern *regexp.Regexp) string {
// Split the logs into lines
logLines := strings.Split(logs, "\n")

View File

@@ -1,173 +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"
"regexp"
"sort"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestLogAnalyzer(t *testing.T) {
oldPattern := errorPattern
errorPattern = regexp.MustCompile(`(fake logs)`)
t.Cleanup(func() {
errorPattern = oldPattern
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
Labels: map[string]string{
"Name": "Pod1",
"Namespace": "default",
},
},
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "test-container1",
},
{
Name: "test-container2",
},
},
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod2",
Namespace: "default",
Labels: map[string]string{
"Name": "Pod1",
"Namespace": "default",
},
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod3",
Namespace: "test-namespace",
Labels: map[string]string{
"Name": "Pod1",
"Namespace": "test-namespace",
},
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod4",
Namespace: "default",
Labels: map[string]string{
"Name": "Pod4",
"Namespace": "default",
},
},
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "test-container3",
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
}
logAnalyzer := LogAnalyzer{}
results, err := logAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []string{"default/Pod1/test-container1", "default/Pod1/test-container2", "default/Pod4/test-container3"}
for i, expectation := range expectations {
require.Equal(t, expectation, results[i].Name)
for _, failure := range results[i].Error {
require.Equal(t, "fake logs", failure.Text)
}
}
}
func TestLogAnalyzerLabelSelectorFiltering(t *testing.T) {
oldPattern := errorPattern
errorPattern = regexp.MustCompile(`(fake logs)`)
t.Cleanup(func() {
errorPattern = oldPattern
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
Labels: map[string]string{
"app": "log",
},
},
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "test-container1",
},
},
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod2",
Namespace: "default",
},
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "test-container2",
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=log",
}
logAnalyzer := LogAnalyzer{}
results, err := logAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/Pod1/test-container1", results[0].Name)
}

View File

@@ -42,7 +42,7 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
"analyzer_name": kind,
})
mutatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().List(context.Background(), v1.ListOptions{LabelSelector: a.LabelSelector})
mutatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
if err != nil {
return nil, err
}
@@ -75,11 +75,6 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
},
},
})
preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
MutatingWebhook: webhookConfig,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
continue
}
@@ -151,10 +146,8 @@ func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, erro
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -1,215 +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/require"
admissionregistrationv1 "k8s.io/api/admissionregistration/v1"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestMutatingWebhookAnalyzer(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
Labels: map[string]string{
"pod": "Pod1",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service1",
Namespace: "default",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"pod": "Pod1",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service2",
Namespace: "test",
},
Spec: v1.ServiceSpec{
// No such pod exists in the test namespace
Selector: map[string]string{
"pod": "Pod2",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service3",
Namespace: "test",
},
Spec: v1.ServiceSpec{
// len(service.Spec.Selector) == 0
Selector: map[string]string{},
},
},
&admissionregistrationv1.MutatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-mutating-webhook-config",
Namespace: "test",
},
Webhooks: []admissionregistrationv1.MutatingWebhook{
{
// Failure: Pointing to an inactive receiver pod
Name: "webhook1",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
{
// Failure: No active pods found in the test namespace
Name: "webhook2",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service2",
Namespace: "test",
},
},
},
{
Name: "webhook3",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service3",
Namespace: "test",
},
},
},
{
// Failure: Service doesn't exist.
Name: "webhook4",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service4-doesn't-exist",
Namespace: "test",
},
},
},
{
// Service is nil.
Name: "webhook5",
ClientConfig: admissionregistrationv1.WebhookClientConfig{},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
}
mwAnalyzer := MutatingWebhookAnalyzer{}
results, err := mwAnalyzer.Analyze(config)
require.NoError(t, err)
// The results should contain: webhook1, webhook2, and webhook4
resultsLen := 3
require.Equal(t, resultsLen, len(results))
}
func TestMutatingWebhookAnalyzerLabelSelectorFiltering(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
Labels: map[string]string{
"app": "mutating-webhook",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service1",
Namespace: "default",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app": "mutating-webhook",
},
},
},
&admissionregistrationv1.MutatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-mutating-webhook-config",
Namespace: "default",
Labels: map[string]string{
"app": "mutating-webhook",
},
},
Webhooks: []admissionregistrationv1.MutatingWebhook{
{
Name: "webhook1",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
},
},
&admissionregistrationv1.MutatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-mutating-webhook-config2",
Namespace: "default",
},
Webhooks: []admissionregistrationv1.MutatingWebhook{
{
Name: "webhook2",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=mutating-webhook",
}
mwAnalyzer := MutatingWebhookAnalyzer{}
results, err := mwAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/webhook1", results[0].Name)
}

View File

@@ -43,7 +43,7 @@ func (NetworkPolicyAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error)
// get all network policies in the namespace
policies, err := a.Client.GetClient().NetworkingV1().
NetworkPolicies(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
NetworkPolicies(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}

View File

@@ -136,19 +136,6 @@ func TestNetpolWithPod(t *testing.T) {
func TestNetpolNoPodsNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&networkingv1.NetworkPolicy{
ObjectMeta: metav1.ObjectMeta{
Name: "policy-without-podselector-match-labels",
Namespace: "default",
},
Spec: networkingv1.NetworkPolicySpec{
PodSelector: metav1.LabelSelector{
// len(MatchLabels) == 0 should trigger a failure.
// Allowing traffic to all pods.
MatchLabels: map[string]string{},
},
},
},
&networkingv1.NetworkPolicy{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
@@ -216,50 +203,7 @@ func TestNetpolNoPodsNamespaceFiltering(t *testing.T) {
t.Error(err)
}
assert.Equal(t, len(results), 2)
assert.Equal(t, len(results), 1)
assert.Equal(t, results[0].Kind, "NetworkPolicy")
}
func TestNetpolLabelSelectorFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&networkingv1.NetworkPolicy{
ObjectMeta: metav1.ObjectMeta{
Name: "example1",
Namespace: "default",
Labels: map[string]string{
"app": "netpol",
},
},
Spec: networkingv1.NetworkPolicySpec{
PodSelector: metav1.LabelSelector{
MatchLabels: map[string]string{
"app": "netpol",
},
},
},
},
&networkingv1.NetworkPolicy{
ObjectMeta: metav1.ObjectMeta{
Name: "example2",
Namespace: "default",
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=netpol",
}
analyzer := NetworkPolicyAnalyzer{}
results, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(results), 1)
}

View File

@@ -33,7 +33,7 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
"analyzer_name": kind,
})
list, err := a.Client.GetClient().CoreV1().Nodes().List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().CoreV1().Nodes().List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -50,9 +50,6 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
break
}
failures = addNodeConditionFailure(failures, node.Name, nodeCondition)
// k3s `EtcdIsVoter`` should not be reported as an error
case v1.NodeConditionType("EtcdIsVoter"):
break
default:
if nodeCondition.Status != v1.ConditionFalse {
failures = addNodeConditionFailure(failures, node.Name, nodeCondition)
@@ -77,10 +74,8 @@ func (NodeAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Node.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.Node.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -15,203 +15,110 @@ 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"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestNodeAnalyzer(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Node{
// A node without Status Conditions shouldn't contribute to failures.
ObjectMeta: metav1.ObjectMeta{
Name: "Node1",
Namespace: "test",
},
},
&v1.Node{
// Nodes are not filtered using namespace.
ObjectMeta: metav1.ObjectMeta{
Name: "Node2",
Namespace: "default",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
// Won't contribute to failures.
Type: v1.NodeReady,
Status: v1.ConditionTrue,
},
{
// Will contribute to failures.
Type: v1.NodeReady,
Status: v1.ConditionFalse,
},
{
// Will contribute to failures.
Type: v1.NodeReady,
Status: v1.ConditionUnknown,
},
// Non-false statuses for the default cases contribute to failures.
{
Type: v1.NodeMemoryPressure,
Status: v1.ConditionTrue,
},
{
Type: v1.NodeDiskPressure,
Status: v1.ConditionTrue,
},
{
Type: v1.NodePIDPressure,
Status: v1.ConditionTrue,
},
{
Type: v1.NodeNetworkUnavailable,
Status: v1.ConditionTrue,
},
{
Type: v1.NodeMemoryPressure,
Status: v1.ConditionUnknown,
},
{
Type: v1.NodeDiskPressure,
Status: v1.ConditionUnknown,
},
{
Type: v1.NodePIDPressure,
Status: v1.ConditionUnknown,
},
{
Type: v1.NodeNetworkUnavailable,
Status: v1.ConditionUnknown,
},
// A cloud provider may set their own condition and/or a new status
// might be introduced. In such cases a failure is assumed and
// the code shouldn't break, although it might be a false positive.
{
Type: "UnknownNodeConditionType",
Status: "CompletelyUnknown",
},
// These won't contribute to failures.
{
Type: v1.NodeMemoryPressure,
Status: v1.ConditionFalse,
},
{
Type: v1.NodeDiskPressure,
Status: v1.ConditionFalse,
},
{
Type: v1.NodePIDPressure,
Status: v1.ConditionFalse,
},
{
Type: v1.NodeNetworkUnavailable,
Status: v1.ConditionFalse,
},
},
},
},
&v1.Node{
// A node without any failures shouldn't be present in the results.
ObjectMeta: metav1.ObjectMeta{
Name: "Node3",
Namespace: "test",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
// Won't contribute to failures.
Type: v1.NodeReady,
Status: v1.ConditionTrue,
},
},
},
},
),
func TestNodeAnalyzerNodeReady(t *testing.T) {
clientset := fake.NewSimpleClientset(&v1.Node{
ObjectMeta: metav1.ObjectMeta{
Name: "node1",
},
Context: context.Background(),
Namespace: "test",
}
nAnalyzer := NodeAnalyzer{}
results, err := nAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []struct {
name string
failuresCount int
}{
{
name: "Node2",
failuresCount: 11,
},
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i].name, result.Name)
require.Equal(t, expectations[i].failuresCount, len(result.Error))
}
}
func TestNodeAnalyzerLabelSelectorFiltering(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(&v1.Node{
ObjectMeta: metav1.ObjectMeta{
Name: "Node1",
Namespace: "default",
Labels: map[string]string{
"app": "node",
},
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: v1.NodeReady,
Status: v1.ConditionFalse,
},
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: v1.NodeReady,
Status: v1.ConditionTrue,
Reason: "KubeletReady",
Message: "kubelet is posting ready status",
},
},
&v1.Node{
ObjectMeta: metav1.ObjectMeta{
Name: "Node2",
Namespace: "default",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: v1.NodeReady,
Status: v1.ConditionFalse,
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=node",
}
})
nAnalyzer := NodeAnalyzer{}
results, err := nAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "Node1", results[0].Name)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
}
nodeAnalyzer := NodeAnalyzer{}
var analysisResults []common.Result
analysisResults, err := nodeAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 0)
}
func TestNodeAnalyzerNodeDiskPressure(t *testing.T) {
clientset := fake.NewSimpleClientset(&v1.Node{
ObjectMeta: metav1.ObjectMeta{
Name: "node1",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: v1.NodeDiskPressure,
Status: v1.ConditionTrue,
Reason: "KubeletHasDiskPressure",
Message: "kubelet has disk pressure",
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
}
nodeAnalyzer := NodeAnalyzer{}
var analysisResults []common.Result
analysisResults, err := nodeAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
// A cloud provider may set their own condition and/or a new status might be introduced
// In such cases a failure is assumed and the code shouldn't break, although it might be a false positive
func TestNodeAnalyzerNodeUnknownType(t *testing.T) {
clientset := fake.NewSimpleClientset(&v1.Node{
ObjectMeta: metav1.ObjectMeta{
Name: "node1",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: "UnknownNodeConditionType",
Status: "CompletelyUnknown",
Reason: "KubeletHasTheUnknown",
Message: "kubelet has the unknown",
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
}
nodeAnalyzer := NodeAnalyzer{}
var analysisResults []common.Result
analysisResults, err := nodeAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -41,7 +41,7 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
"analyzer_name": kind,
})
list, err := a.Client.GetClient().PolicyV1().PodDisruptionBudgets(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().PolicyV1().PodDisruptionBudgets(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -50,11 +50,6 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
for _, pdb := range list.Items {
var failures []common.Failure
// Before accessing the Conditions, check if they exist or not.
if len(pdb.Status.Conditions) == 0 {
continue
}
if pdb.Status.Conditions[0].Type == "DisruptionAllowed" && pdb.Status.Conditions[0].Status == "False" {
var doc string
if pdb.Spec.MaxUnavailable != nil {
@@ -99,10 +94,8 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.PodDisruptionBudget.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.PodDisruptionBudget.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -1,208 +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/require"
policyv1 "k8s.io/api/policy/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/util/intstr"
"k8s.io/client-go/kubernetes/fake"
)
func TestPodDisruptionBudgetAnalyzer(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB1",
Namespace: "test",
},
// Status conditions are nil.
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: nil,
},
},
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB2",
Namespace: "test",
},
// Status conditions are empty.
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: []metav1.Condition{},
},
},
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB3",
Namespace: "test",
},
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: []metav1.Condition{
{
Type: "DisruptionAllowed",
Status: "False",
Reason: "test reason",
},
},
},
Spec: policyv1.PodDisruptionBudgetSpec{
MaxUnavailable: &intstr.IntOrString{
Type: 0,
IntVal: 17,
StrVal: "17",
},
MinAvailable: &intstr.IntOrString{
Type: 0,
IntVal: 7,
StrVal: "7",
},
// MatchLabels specified.
Selector: &metav1.LabelSelector{
MatchLabels: map[string]string{
"label1": "test1",
"label2": "test2",
},
},
},
},
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB4",
Namespace: "test",
},
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: []metav1.Condition{
{
Type: "DisruptionAllowed",
Status: "False",
Reason: "test reason",
},
},
},
// Match Labels Empty.
Spec: policyv1.PodDisruptionBudgetSpec{
Selector: &metav1.LabelSelector{},
},
},
),
},
Context: context.Background(),
Namespace: "test",
}
pdbAnalyzer := PdbAnalyzer{}
results, err := pdbAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "test/PDB3", results[0].Name)
}
func TestPodDisruptionBudgetAnalyzerLabelSelectorFiltering(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB1",
Namespace: "default",
Labels: map[string]string{
"app": "pdb",
},
},
// Status conditions are nil.
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: []metav1.Condition{
{
Type: "DisruptionAllowed",
Status: "False",
Reason: "test reason",
},
},
},
Spec: policyv1.PodDisruptionBudgetSpec{
MaxUnavailable: &intstr.IntOrString{
Type: 0,
IntVal: 17,
StrVal: "17",
},
MinAvailable: &intstr.IntOrString{
Type: 0,
IntVal: 7,
StrVal: "7",
},
// MatchLabels specified.
Selector: &metav1.LabelSelector{
MatchLabels: map[string]string{
"label1": "test1",
"label2": "test2",
},
},
},
},
&policyv1.PodDisruptionBudget{
ObjectMeta: metav1.ObjectMeta{
Name: "PDB2",
Namespace: "default",
},
// Status conditions are empty.
Status: policyv1.PodDisruptionBudgetStatus{
Conditions: []metav1.Condition{
{
Type: "DisruptionAllowed",
Status: "False",
Reason: "test reason",
},
},
},
Spec: policyv1.PodDisruptionBudgetSpec{
MaxUnavailable: &intstr.IntOrString{
Type: 0,
IntVal: 17,
StrVal: "17",
},
MinAvailable: &intstr.IntOrString{
Type: 0,
IntVal: 7,
StrVal: "7",
},
// MatchLabels specified.
Selector: &metav1.LabelSelector{
MatchLabels: map[string]string{
"label1": "test1",
"label2": "test2",
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=pdb",
}
pdbAnalyzer := PdbAnalyzer{}
results, err := pdbAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/PDB1", results[0].Name)
}

View File

@@ -18,7 +18,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
)
@@ -34,9 +33,7 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{
LabelSelector: a.LabelSelector,
})
list, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -44,12 +41,12 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
for _, pod := range list.Items {
var failures []common.Failure
// Check for pending pods
if pod.Status.Phase == "Pending" {
// Check through container status to check for crashes
for _, containerStatus := range pod.Status.Conditions {
if containerStatus.Type == v1.PodScheduled && containerStatus.Reason == "Unschedulable" {
if containerStatus.Type == "PodScheduled" && containerStatus.Reason == "Unschedulable" {
if containerStatus.Message != "" {
failures = append(failures, common.Failure{
Text: containerStatus.Message,
@@ -60,12 +57,60 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
}
}
// Check for errors in the init containers.
failures = append(failures, analyzeContainerStatusFailures(a, pod.Status.InitContainerStatuses, pod.Name, pod.Namespace, string(pod.Status.Phase))...)
// Check through container status to check for crashes or unready
for _, containerStatus := range pod.Status.ContainerStatuses {
// Check for errors in containers.
failures = append(failures, analyzeContainerStatusFailures(a, pod.Status.ContainerStatuses, pod.Name, pod.Namespace, string(pod.Status.Phase))...)
if containerStatus.State.Waiting != nil {
if isErrorReason(containerStatus.State.Waiting.Reason) && containerStatus.State.Waiting.Message != "" {
failures = append(failures, common.Failure{
Text: containerStatus.State.Waiting.Message,
Sensitive: []common.Sensitive{},
})
}
// This represents a container that is still being created or blocked due to conditions such as OOMKilled
if containerStatus.State.Waiting.Reason == "ContainerCreating" && pod.Status.Phase == "Pending" {
// parse the event log and append details
evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
if err != nil || evt == nil {
continue
}
if evt.Reason == "FailedCreatePodSandBox" && evt.Message != "" {
failures = append(failures, common.Failure{
Text: evt.Message,
Sensitive: []common.Sensitive{},
})
}
}
// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
if containerStatus.State.Waiting.Reason == "CrashLoopBackOff" {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("the last termination reason is %s container=%s pod=%s", containerStatus.LastTerminationState.Terminated.Reason, containerStatus.Name, pod.Name),
Sensitive: []common.Sensitive{},
})
}
} else {
// when pod is Running but its ReadinessProbe fails
if !containerStatus.Ready && pod.Status.Phase == "Running" {
// parse the event log and append details
evt, err := FetchLatestEvent(a.Context, a.Client, pod.Namespace, pod.Name)
if err != nil || evt == nil {
continue
}
if evt.Reason == "Unhealthy" && evt.Message != "" {
failures = append(failures, common.Failure{
Text: evt.Message,
Sensitive: []common.Sensitive{},
})
}
}
}
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", pod.Namespace, pod.Name)] = common.PreAnalysis{
Pod: pod,
@@ -82,85 +127,17 @@ func (PodAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Pod.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.Pod.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}
func analyzeContainerStatusFailures(a common.Analyzer, statuses []v1.ContainerStatus, name string, namespace string, statusPhase string) []common.Failure {
var failures []common.Failure
// Check through container status to check for crashes or unready
for _, containerStatus := range statuses {
if containerStatus.State.Waiting != nil {
if containerStatus.State.Waiting.Reason == "ContainerCreating" && statusPhase == "Pending" {
// This represents a container that is still being created or blocked due to conditions such as OOMKilled
// parse the event log and append details
evt, err := util.FetchLatestEvent(a.Context, a.Client, namespace, name)
if err != nil || evt == nil {
continue
}
if isEvtErrorReason(evt.Reason) && evt.Message != "" {
failures = append(failures, common.Failure{
Text: evt.Message,
Sensitive: []common.Sensitive{},
})
}
} else if containerStatus.State.Waiting.Reason == "CrashLoopBackOff" && containerStatus.LastTerminationState.Terminated != nil {
// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
failures = append(failures, common.Failure{
Text: fmt.Sprintf("the last termination reason is %s container=%s pod=%s", containerStatus.LastTerminationState.Terminated.Reason, containerStatus.Name, name),
Sensitive: []common.Sensitive{},
})
} else if isErrorReason(containerStatus.State.Waiting.Reason) && containerStatus.State.Waiting.Message != "" {
failures = append(failures, common.Failure{
Text: containerStatus.State.Waiting.Message,
Sensitive: []common.Sensitive{},
})
}
} else {
// when pod is Running but its ReadinessProbe fails
if !containerStatus.Ready && statusPhase == "Running" {
// parse the event log and append details
evt, err := util.FetchLatestEvent(a.Context, a.Client, namespace, name)
if err != nil || evt == nil {
continue
}
if evt.Reason == "Unhealthy" && evt.Message != "" {
failures = append(failures, common.Failure{
Text: evt.Message,
Sensitive: []common.Sensitive{},
})
}
}
}
}
return failures
}
func isErrorReason(reason string) bool {
failureReasons := []string{
"CrashLoopBackOff", "ImagePullBackOff", "CreateContainerConfigError", "PreCreateHookError", "CreateContainerError",
"PreStartHookError", "RunContainerError", "ImageInspectError", "ErrImagePull", "ErrImageNeverPull", "InvalidImageName",
}
for _, r := range failureReasons {
if r == reason {
return true
}
}
return false
}
func isEvtErrorReason(reason string) bool {
failureReasons := []string{
"FailedCreatePodSandBox", "FailedMount",
"CrashLoopBackOff", "ImagePullBackOff", "CreateContainerConfigError", "PreCreateHookError", "CreateContainerError", "PreStartHookError", "RunContainerError", "ImageInspectError", "ErrImagePull", "ErrImageNeverPull", "InvalidImageName",
}
for _, r := range failureReasons {

View File

@@ -15,357 +15,144 @@ 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"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestPodAnalyzer(t *testing.T) {
tests := []struct {
name string
config common.Analyzer
expectations []struct {
name string
failuresCount int
}
}{
{
name: "Pending pods, namespace filtering and readiness probe failure",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
},
Status: v1.PodStatus{
Phase: v1.PodPending,
Conditions: []v1.PodCondition{
{
// This condition will contribute to failures.
Type: v1.PodScheduled,
Reason: "Unschedulable",
Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
},
{
// This condition won't contribute to failures.
Type: v1.PodScheduled,
Reason: "Unexpected failure",
},
},
},
},
&v1.Pod{
// This pod won't be selected because of namespace filtering.
ObjectMeta: metav1.ObjectMeta{
Name: "Pod2",
Namespace: "test",
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod3",
Namespace: "default",
},
Status: v1.PodStatus{
// When pod is Running but its ReadinessProbe fails
Phase: v1.PodRunning,
ContainerStatuses: []v1.ContainerStatus{
{
Ready: false,
},
},
},
},
&v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
InvolvedObject: v1.ObjectReference{
Kind: "Pod",
Name: "Pod3",
Namespace: "default",
},
Reason: "Unhealthy",
Message: "readiness probe failed: the detail reason here ...",
Source: v1.EventSource{Component: "eventTest"},
Count: 1,
Type: v1.EventTypeWarning,
},
),
},
Context: context.Background(),
Namespace: "default",
clientset := fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/Pod1",
failuresCount: 1,
},
{
name: "default/Pod3",
failuresCount: 1,
Status: v1.PodStatus{
Phase: v1.PodPending,
Conditions: []v1.PodCondition{
{
Type: v1.PodScheduled,
Reason: "Unschedulable",
Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
},
},
},
},
{
name: "readiness probe failure without any event",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
},
Status: v1.PodStatus{
// When pod is Running but its ReadinessProbe fails
// It won't contribute to any failures because
// there's no event present.
Phase: v1.PodRunning,
ContainerStatuses: []v1.ContainerStatus{
{
Ready: false,
},
},
},
},
),
},
Context: context.Background(),
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "example2",
Namespace: "default",
},
},
{
name: "Init container status state waiting",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
},
Status: v1.PodStatus{
Phase: v1.PodPending,
InitContainerStatuses: []v1.ContainerStatus{
{
Ready: true,
State: v1.ContainerState{
Running: &v1.ContainerStateRunning{
StartedAt: metav1.Now(),
},
},
},
{
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// This represents a container that is still being created or blocked due to conditions such as OOMKilled
Reason: "ContainerCreating",
},
},
},
},
},
},
&v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
InvolvedObject: v1.ObjectReference{
Kind: "Pod",
Name: "Pod1",
Namespace: "default",
},
Reason: "FailedCreatePodSandBox",
Message: "failed to create the pod sandbox ...",
Type: v1.EventTypeWarning,
},
),
Status: v1.PodStatus{
Phase: v1.PodRunning,
ContainerStatuses: []v1.ContainerStatus{
{
Name: "example2",
Ready: false,
},
},
Context: context.Background(),
Namespace: "default",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/Pod1",
failuresCount: 1,
Conditions: []v1.PodCondition{
{
Type: v1.ContainersReady,
Reason: "ContainersNotReady",
Message: "containers with unready status: [example2]",
},
},
},
},
{
name: "Container status state waiting but no event reported",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
},
Status: v1.PodStatus{
Phase: v1.PodPending,
ContainerStatuses: []v1.ContainerStatus{
{
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// This represents a container that is still being created or blocked due to conditions such as OOMKilled
Reason: "ContainerCreating",
},
},
},
},
},
},
),
},
Context: context.Background(),
// simulate event: 30s Warning Unhealthy pod/my-nginx-7fb4dbcf47-4ch4w Readiness probe failed: bash: xxxx: command not found
&v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "foo",
Namespace: "default",
},
},
{
name: "Container status state waiting",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
},
Status: v1.PodStatus{
Phase: v1.PodPending,
ContainerStatuses: []v1.ContainerStatus{
{
Name: "Container1",
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// This represents a container that is still being created or blocked due to conditions such as OOMKilled
Reason: "ContainerCreating",
},
},
},
{
Name: "Container2",
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// This represents container that is in CrashLoopBackOff state due to conditions such as OOMKilled
Reason: "CrashLoopBackOff",
},
},
LastTerminationState: v1.ContainerState{
Terminated: &v1.ContainerStateTerminated{
Reason: "test reason",
},
},
},
{
Name: "Container3",
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// This won't contribute to failures.
Reason: "RandomReason",
Message: "This container won't be present in the failures",
},
},
},
{
Name: "Container4",
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// Valid error reason.
Reason: "PreStartHookError",
Message: "Container4 encountered PreStartHookError",
},
},
},
{
Name: "Container5",
Ready: false,
State: v1.ContainerState{
Waiting: &v1.ContainerStateWaiting{
// Valid error reason.
Reason: "CrashLoopBackOff",
Message: "Container4 encountered CrashLoopBackOff",
},
},
},
},
},
},
&v1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
InvolvedObject: v1.ObjectReference{
Kind: "Pod",
Name: "Pod1",
Namespace: "default",
},
// This reason won't contribute to failures.
Reason: "RandomEvent",
Type: v1.EventTypeWarning,
},
),
},
Context: context.Background(),
Namespace: "default",
InvolvedObject: v1.ObjectReference{
Kind: "Pod",
Name: "example2",
Namespace: "default",
UID: "differentUid",
APIVersion: "v1",
},
expectations: []struct {
name string
failuresCount int
}{
{
name: "default/Pod1",
failuresCount: 3,
},
},
},
}
podAnalyzer := PodAnalyzer{}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
results, err := podAnalyzer.Analyze(tt.config)
require.NoError(t, err)
if tt.expectations == nil {
require.Equal(t, 0, len(results))
} else {
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
require.Equal(t, len(tt.expectations), len(results))
for i, result := range results {
require.Equal(t, tt.expectations[i].name, result.Name)
require.Equal(t, tt.expectations[i].failuresCount, len(result.Error))
}
}
Reason: "Unhealthy",
Message: "readiness probe failed: the detail reason here ...",
Source: v1.EventSource{Component: "eventTest"},
Count: 1,
Type: v1.EventTypeWarning,
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
podAnalyzer := PodAnalyzer{}
var analysisResults []common.Result
analysisResults, err := podAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 2)
}
func TestPodAnalyzerNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Status: v1.PodStatus{
Phase: v1.PodPending,
Conditions: []v1.PodCondition{
{
Type: v1.PodScheduled,
Reason: "Unschedulable",
Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
},
},
},
},
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "other-namespace",
Annotations: map[string]string{},
},
Status: v1.PodStatus{
Phase: v1.PodPending,
Conditions: []v1.PodCondition{
{
Type: v1.PodScheduled,
Reason: "Unschedulable",
Message: "0/1 nodes are available: 1 node(s) had taint {node-role.kubernetes.io/master: }, that the pod didn't tolerate.",
},
},
},
})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
podAnalyzer := PodAnalyzer{}
var analysisResults []common.Result
analysisResults, err := podAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -18,7 +18,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
appsv1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
)
@@ -33,7 +32,7 @@ func (PvcAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().CoreV1().PersistentVolumeClaims(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().CoreV1().PersistentVolumeClaims(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -44,10 +43,10 @@ func (PvcAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
var failures []common.Failure
// Check for empty rs
if pvc.Status.Phase == appsv1.ClaimPending {
if pvc.Status.Phase == "Pending" {
// parse the event log and append details
evt, err := util.FetchLatestEvent(a.Context, a.Client, pvc.Namespace, pvc.Name)
evt, err := FetchLatestEvent(a.Context, a.Client, pvc.Namespace, pvc.Name)
if err != nil || evt == nil {
continue
}
@@ -74,10 +73,8 @@ func (PvcAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.PersistentVolumeClaim.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.PersistentVolumeClaim.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

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"
"sort"
"testing"
"time"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
appsv1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestPersistentVolumeClaimAnalyzer(t *testing.T) {
tests := []struct {
name string
config common.Analyzer
expectations []string
}{
{
name: "PV1 and PVC5 report failures",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
LastTimestamp: metav1.Time{
Time: time.Date(2024, 3, 15, 10, 0, 0, 0, time.UTC),
},
Reason: "ProvisioningFailed",
Message: "PVC Event1 provisioning failed",
},
&appsv1.Event{
ObjectMeta: metav1.ObjectMeta{
// This event won't get selected.
Name: "Event2",
Namespace: "test",
},
},
&appsv1.Event{
// This is the latest event.
ObjectMeta: metav1.ObjectMeta{
Name: "Event3",
Namespace: "default",
},
LastTimestamp: metav1.Time{
Time: time.Date(2024, 4, 15, 10, 0, 0, 0, time.UTC),
},
Reason: "ProvisioningFailed",
Message: "PVC Event3 provisioning failed",
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC1",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC2",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
// Won't contribute to failures.
Phase: appsv1.ClaimBound,
},
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC3",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
// Won't contribute to failures.
Phase: appsv1.ClaimLost,
},
},
&appsv1.PersistentVolumeClaim{
// PVCs in namespace other than "default" won't be discovered.
ObjectMeta: metav1.ObjectMeta{
Name: "PVC4",
Namespace: "test",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimLost,
},
},
&appsv1.PersistentVolumeClaim{
// PVCs in namespace other than "default" won't be discovered.
ObjectMeta: metav1.ObjectMeta{
Name: "PVC5",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
expectations: []string{
"default/PVC1",
"default/PVC5",
},
},
{
name: "no event",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC1",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
},
{
name: "event other than provision failure",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
// Any reason other than ProvisioningFailed won't result in failure.
Reason: "UnknownReason",
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC1",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
},
{
name: "event without error message",
config: common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
// Event without any error message won't result in failure.
Reason: "ProvisioningFailed",
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC1",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
),
},
Context: context.Background(),
Namespace: "default",
},
},
}
pvcAnalyzer := PvcAnalyzer{}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
results, err := pvcAnalyzer.Analyze(tt.config)
require.NoError(t, err)
if tt.expectations == nil {
require.Equal(t, 0, len(results))
} else {
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
require.Equal(t, len(tt.expectations), len(results))
for i, expectation := range tt.expectations {
require.Equal(t, expectation, results[i].Name)
}
}
})
}
}
func TestPvcAnalyzerLabelSelectorFiltering(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.Event{
ObjectMeta: metav1.ObjectMeta{
Name: "Event1",
Namespace: "default",
},
LastTimestamp: metav1.Time{
Time: time.Date(2024, 3, 15, 10, 0, 0, 0, time.UTC),
},
Reason: "ProvisioningFailed",
Message: "PVC Event1 provisioning failed",
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC1",
Namespace: "default",
Labels: map[string]string{
"app": "pvc",
},
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
&appsv1.PersistentVolumeClaim{
ObjectMeta: metav1.ObjectMeta{
Name: "PVC2",
Namespace: "default",
},
Status: appsv1.PersistentVolumeClaimStatus{
Phase: appsv1.ClaimPending,
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=pvc",
}
pvcAnalyzer := PvcAnalyzer{}
results, err := pvcAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/PVC1", results[0].Name)
}

View File

@@ -32,7 +32,7 @@ func (ReplicaSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().AppsV1().ReplicaSets(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().AppsV1().ReplicaSets(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -72,10 +72,8 @@ func (ReplicaSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.ReplicaSet.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.ReplicaSet.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil

View File

@@ -1,201 +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"
"sort"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/require"
appsv1 "k8s.io/api/apps/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestReplicaSetAnalyzer(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.ReplicaSet{
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet1",
Namespace: "default",
},
Status: appsv1.ReplicaSetStatus{
Replicas: 0,
Conditions: []appsv1.ReplicaSetCondition{
{
// Should contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "FailedCreate",
Message: "failed to create test replica set 1",
},
},
},
},
&appsv1.ReplicaSet{
// This replicaset won't be discovered as it is not in the
// default namespace.
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet2",
Namespace: "test",
},
},
&appsv1.ReplicaSet{
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet3",
Namespace: "default",
},
Status: appsv1.ReplicaSetStatus{
Replicas: 0,
Conditions: []appsv1.ReplicaSetCondition{
{
Type: appsv1.ReplicaSetReplicaFailure,
// Should not be included in the failures.
Reason: "RandomError",
},
},
},
},
&appsv1.ReplicaSet{
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet4",
Namespace: "default",
},
Status: appsv1.ReplicaSetStatus{
Replicas: 0,
Conditions: []appsv1.ReplicaSetCondition{
{
// Should contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "FailedCreate",
Message: "failed to create test replica set 4 condition 1",
},
{
// Should not contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "Unknown",
},
{
// Should not contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "FailedCreate",
Message: "failed to create test replica set 4 condition 3",
},
},
},
},
&appsv1.ReplicaSet{
// Replicaset without any failures.
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet5",
Namespace: "default",
},
Status: appsv1.ReplicaSetStatus{
Replicas: 3,
},
},
),
},
Context: context.Background(),
Namespace: "default",
}
rsAnalyzer := ReplicaSetAnalyzer{}
results, err := rsAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []struct {
name string
failuresCount int
}{
{
name: "default/ReplicaSet1",
failuresCount: 1,
},
{
name: "default/ReplicaSet4",
failuresCount: 2,
},
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i].name, result.Name)
require.Equal(t, expectations[i].failuresCount, len(result.Error))
}
}
func TestReplicaSetAnalyzerLabelSelectorFiltering(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&appsv1.ReplicaSet{
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet1",
Namespace: "default",
Labels: map[string]string{
"app": "replicaset",
},
},
Status: appsv1.ReplicaSetStatus{
Replicas: 0,
Conditions: []appsv1.ReplicaSetCondition{
{
// Should contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "FailedCreate",
Message: "failed to create test replica set 1",
},
},
},
},
&appsv1.ReplicaSet{
ObjectMeta: metav1.ObjectMeta{
Name: "ReplicaSet2",
Namespace: "default",
},
Status: appsv1.ReplicaSetStatus{
Replicas: 0,
Conditions: []appsv1.ReplicaSetCondition{
{
// Should contribute to failures.
Type: appsv1.ReplicaSetReplicaFailure,
Reason: "FailedCreate",
Message: "failed to create test replica set 1",
},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=replicaset",
}
rsAnalyzer := ReplicaSetAnalyzer{}
results, err := rsAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/ReplicaSet1", results[0].Name)
}

View File

@@ -45,7 +45,7 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().CoreV1().Endpoints(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().CoreV1().Endpoints(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -98,35 +98,18 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
count++
pods = append(pods, addresses.TargetRef.Kind+"/"+addresses.TargetRef.Name)
}
doc := apiDoc.GetApiDocV2("subsets.notReadyAddresses")
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{},
})
}
}
if count > 0 {
doc := apiDoc.GetApiDocV2("subsets.notReadyAddresses")
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Service has not ready endpoints, pods: %s, expected %d", pods, count),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{},
})
}
}
// fetch event
events, err := a.Client.GetClient().CoreV1().Events(a.Namespace).List(a.Context,
metav1.ListOptions{
FieldSelector: "involvedObject.name=" + ep.Name,
})
if err != nil {
return nil, err
}
for _, event := range events.Items {
if event.Type != "Normal" {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Service %s/%s has event %s", ep.Namespace, ep.Name, event.Message),
})
}
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", ep.Namespace, ep.Name)] = common.PreAnalysis{
Endpoint: ep,
@@ -143,10 +126,8 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Endpoint.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.Endpoint.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil

View File

@@ -15,256 +15,108 @@ 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"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
"k8s.io/client-go/tools/leaderelection/resourcelock"
)
func TestServiceAnalyzer(t *testing.T) {
clientset := fake.NewSimpleClientset(&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app": "example",
},
}})
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "Endpoint1",
Namespace: "test",
},
// Endpoint with non-zero subsets.
Subsets: []v1.EndpointSubset{
{
// These not ready end points will contribute to failures.
NotReadyAddresses: []v1.EndpointAddress{
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference1",
},
},
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference2",
},
},
},
},
{
// These not ready end points will contribute to failures.
NotReadyAddresses: []v1.EndpointAddress{
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference3",
},
},
},
},
},
},
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "Endpoint2",
Namespace: "test",
Annotations: map[string]string{
// Leader election record annotation key defined.
resourcelock.LeaderElectionRecordAnnotationKey: "this is okay",
},
},
// Endpoint with zero subsets.
},
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
// This won't contribute to any failures.
Name: "non-existent-service",
Namespace: "test",
Annotations: map[string]string{},
},
// Endpoint with zero subsets.
},
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "Service1",
Namespace: "test",
Annotations: map[string]string{},
},
// Endpoint with zero subsets.
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "Service1",
Namespace: "test",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app1": "test-app1",
"app2": "test-app2",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
// This service won't be discovered.
Name: "Service2",
Namespace: "default",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app1": "test-app1",
"app2": "test-app2",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "Service3",
Namespace: "test",
},
Spec: v1.ServiceSpec{
// No Spec Selector
},
},
),
Client: clientset,
},
Context: context.Background(),
Namespace: "test",
Namespace: "default",
}
sAnalyzer := ServiceAnalyzer{}
results, err := sAnalyzer.Analyze(config)
require.NoError(t, err)
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
expectations := []struct {
name string
failuresCount int
}{
{
name: "test/Endpoint1",
failuresCount: 1,
},
{
name: "test/Service1",
failuresCount: 2,
},
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i].name, result.Name)
require.Equal(t, expectations[i].failuresCount, len(result.Error))
serviceAnalyzer := ServiceAnalyzer{}
analysisResults, err := serviceAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestServiceAnalyzerLabelSelectorFiltering(t *testing.T) {
clientSet :=
fake.NewSimpleClientset(
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "Endpoint1",
Namespace: "default",
Labels: map[string]string{
"app": "service",
"part-of": "test",
},
},
// Endpoint with non-zero subsets.
Subsets: []v1.EndpointSubset{
{
// These not ready end points will contribute to failures.
NotReadyAddresses: []v1.EndpointAddress{
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference1",
},
},
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference2",
},
},
},
},
{
// These not ready end points will contribute to failures.
NotReadyAddresses: []v1.EndpointAddress{
{
TargetRef: &v1.ObjectReference{
Kind: "test-reference",
Name: "reference3",
},
},
},
},
func TestServiceAnalyzerNamespaceFiltering(t *testing.T) {
clientset := fake.NewSimpleClientset(
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
Annotations: map[string]string{},
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app": "example",
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "Service1",
Namespace: "default",
Labels: map[string]string{
"app": "service",
},
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app1": "test-app1",
"app2": "test-app2",
},
},
&v1.Endpoints{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "other-namespace",
Annotations: map[string]string{},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "other-namespace",
Annotations: map[string]string{},
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app": "example",
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "Service2",
Namespace: "default",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"app1": "test-app1",
"app2": "test-app2",
},
},
},
)
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=service",
Context: context.Background(),
Namespace: "default",
}
sAnalyzer := ServiceAnalyzer{}
results, err := sAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/Endpoint1", results[0].Name)
config = common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=service,part-of=test",
serviceAnalyzer := ServiceAnalyzer{}
analysisResults, err := serviceAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
sAnalyzer = ServiceAnalyzer{}
results, err = sAnalyzer.Analyze(config)
require.NoError(t, err)
require.Equal(t, 1, len(results))
require.Equal(t, "default/Endpoint1", results[0].Name)
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -19,7 +19,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"k8s.io/apimachinery/pkg/api/errors"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime/schema"
)
@@ -42,7 +41,7 @@ func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
"analyzer_name": kind,
})
list, err := a.Client.GetClient().AppsV1().StatefulSets(a.Namespace).List(a.Context, metav1.ListOptions{LabelSelector: a.LabelSelector})
list, err := a.Client.GetClient().AppsV1().StatefulSets(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
@@ -94,41 +93,6 @@ func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
}
}
}
if sts.Spec.Replicas != nil && *(sts.Spec.Replicas) != sts.Status.AvailableReplicas {
for i := int32(0); i < *(sts.Spec.Replicas); i++ {
podName := sts.Name + "-" + fmt.Sprint(i)
pod, err := a.Client.GetClient().CoreV1().Pods(sts.Namespace).Get(a.Context, podName, metav1.GetOptions{})
if err != nil {
if errors.IsNotFound(err) && i == 0 {
evt, err := util.FetchLatestEvent(a.Context, a.Client, sts.Namespace, sts.Name)
if err != nil || evt == nil || evt.Type == "Normal" {
break
}
failures = append(failures, common.Failure{
Text: evt.Message,
Sensitive: []common.Sensitive{},
})
}
break
}
if pod.Status.Phase != "Running" {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Statefulset pod %s in the namespace %s is not in running state.", pod.Name, pod.Namespace),
Sensitive: []common.Sensitive{
{
Unmasked: sts.Namespace,
Masked: util.MaskString(pod.Name),
},
{
Unmasked: serviceName,
Masked: util.MaskString(pod.Namespace),
},
},
})
break
}
}
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", sts.Namespace, sts.Name)] = common.PreAnalysis{
StatefulSet: sts,
@@ -145,10 +109,8 @@ func (StatefulSetAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.StatefulSet.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.StatefulSet.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -117,7 +117,7 @@ func TestStatefulSetAnalyzerMissingStorageClass(t *testing.T) {
AccessModes: []corev1.PersistentVolumeAccessMode{
"ReadWriteOnce",
},
Resources: corev1.VolumeResourceRequirements{
Resources: corev1.ResourceRequirements{
Requests: corev1.ResourceList{
corev1.ResourceStorage: resource.MustParse("1Gi"),
},
@@ -188,217 +188,3 @@ func TestStatefulSetAnalyzerNamespaceFiltering(t *testing.T) {
}
assert.Equal(t, len(analysisResults), 1)
}
func TestStatefulSetAnalyzerLabelSelectorFiltering(t *testing.T) {
clientSet := fake.NewSimpleClientset(
&appsv1.StatefulSet{
ObjectMeta: metav1.ObjectMeta{
Name: "example1",
Namespace: "default",
Labels: map[string]string{
"app": "statefulset",
"part-of": "test",
},
},
},
&appsv1.StatefulSet{
ObjectMeta: metav1.ObjectMeta{
Name: "example2",
Namespace: "default",
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=statefulset",
}
statefulSetAnalyzer := StatefulSetAnalyzer{}
results, err := statefulSetAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, 1, len(results))
assert.Equal(t, "default/example1", results[0].Name)
config = common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=statefulset,part-of=test",
}
statefulSetAnalyzer = StatefulSetAnalyzer{}
results, err = statefulSetAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, 1, len(results))
assert.Equal(t, "default/example1", results[0].Name)
}
func TestStatefulSetAnalyzerReplica(t *testing.T) {
replicas := int32(3)
pods := []*corev1.Pod{
{
ObjectMeta: metav1.ObjectMeta{
Name: "example-0",
Namespace: "default",
},
Status: corev1.PodStatus{
Phase: corev1.PodRunning,
},
},
{
ObjectMeta: metav1.ObjectMeta{
Name: "example-1",
Namespace: "default",
},
Status: corev1.PodStatus{
Phase: corev1.PodRunning,
},
},
{
ObjectMeta: metav1.ObjectMeta{
Name: "example-2",
Namespace: "default",
},
Status: corev1.PodStatus{
Phase: corev1.PodRunning,
},
},
}
clientset := fake.NewSimpleClientset(
&appsv1.StatefulSet{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
},
Spec: appsv1.StatefulSetSpec{
Replicas: &replicas,
},
Status: appsv1.StatefulSetStatus{
AvailableReplicas: 3,
},
},
pods[0], pods[1], pods[2],
)
statefulSetAnalyzer := StatefulSetAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := statefulSetAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestStatefulSetAnalyzerUnavailableReplicas(t *testing.T) {
replicas := int32(3)
clientset := fake.NewSimpleClientset(
&appsv1.StatefulSet{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
},
Spec: appsv1.StatefulSetSpec{
Replicas: &replicas,
},
Status: appsv1.StatefulSetStatus{
AvailableReplicas: 0,
},
})
statefulSetAnalyzer := StatefulSetAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := statefulSetAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}
func TestStatefulSetAnalyzerUnavailableReplicaWithPodInitialized(t *testing.T) {
replicas := int32(3)
pods := []*corev1.Pod{
{
ObjectMeta: metav1.ObjectMeta{
Name: "example-0",
Namespace: "default",
},
Status: corev1.PodStatus{
Phase: corev1.PodRunning,
},
},
{
ObjectMeta: metav1.ObjectMeta{
Name: "example-1",
Namespace: "default",
},
Status: corev1.PodStatus{
Phase: corev1.PodPending,
},
},
}
clientset := fake.NewSimpleClientset(
&appsv1.StatefulSet{
ObjectMeta: metav1.ObjectMeta{
Name: "example",
Namespace: "default",
},
Spec: appsv1.StatefulSetSpec{
Replicas: &replicas,
},
Status: appsv1.StatefulSetStatus{
AvailableReplicas: 1,
},
},
pods[0], pods[1],
)
statefulSetAnalyzer := StatefulSetAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := statefulSetAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "Statefulset pod example-1 in the namespace default is not in running state."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Error expected: '%v', not found in StatefulSet's analysis results", want)
}
}

View File

@@ -28,7 +28,7 @@ type ValidatingWebhookAnalyzer struct{}
func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ValidatingWebhookConfiguration"
kind := "ValidatingWebhookConfgiguration"
apiDoc := kubernetes.K8sApiReference{
Kind: kind,
ApiVersion: schema.GroupVersion{
@@ -42,7 +42,7 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
"analyzer_name": kind,
})
validatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().List(context.Background(), v1.ListOptions{LabelSelector: a.LabelSelector})
validatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
if err != nil {
return nil, err
}
@@ -73,11 +73,6 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
},
},
})
preAnalysis[fmt.Sprintf("%s/%s", webhookConfig.Namespace, webhook.Name)] = common.PreAnalysis{
ValidatingWebhook: webhookConfig,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, webhook.Name, webhookConfig.Namespace).Set(float64(len(failures)))
continue
}
@@ -149,10 +144,8 @@ func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, er
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
parent, _ := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
currentAnalysis.ParentObject = parent
a.Results = append(a.Results, currentAnalysis)
}

View File

@@ -1,217 +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/require"
admissionregistrationv1 "k8s.io/api/admissionregistration/v1"
v1 "k8s.io/api/core/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/fake"
)
func TestValidatingWebhookAnalyzer(t *testing.T) {
config := common.Analyzer{
Client: &kubernetes.Client{
Client: fake.NewSimpleClientset(
&v1.Pod{
ObjectMeta: metav1.ObjectMeta{
Name: "Pod1",
Namespace: "default",
Labels: map[string]string{
"pod": "Pod1",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service1",
Namespace: "default",
},
Spec: v1.ServiceSpec{
Selector: map[string]string{
"pod": "Pod1",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service2",
Namespace: "test",
},
Spec: v1.ServiceSpec{
// No such pod exists in the test namespace
Selector: map[string]string{
"pod": "Pod2",
},
},
},
&v1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "test-service3",
Namespace: "test",
},
Spec: v1.ServiceSpec{
// len(service.Spec.Selector) == 0
Selector: map[string]string{},
},
},
&admissionregistrationv1.ValidatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-validating-webhook-config",
Namespace: "test",
},
Webhooks: []admissionregistrationv1.ValidatingWebhook{
{
// Failure: Pointing to an inactive receiver pod
Name: "webhook1",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
{
// Failure: No active pods found in the test namespace
Name: "webhook2",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service2",
Namespace: "test",
},
},
},
{
Name: "webhook3",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service3",
Namespace: "test",
},
},
},
{
// Failure: Service doesn't exist.
Name: "webhook4",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service4-doesn't-exist",
Namespace: "test",
},
},
},
{
// Service is nil.
Name: "webhook5",
ClientConfig: admissionregistrationv1.WebhookClientConfig{},
},
},
},
),
},
Context: context.Background(),
Namespace: "default",
}
vwAnalyzer := ValidatingWebhookAnalyzer{}
results, err := vwAnalyzer.Analyze(config)
require.NoError(t, err)
// The results should contain: webhook1, webhook2, and webhook4
resultsLen := 3
require.Equal(t, resultsLen, len(results))
}
func TestValidatingWebhookAnalyzerLabelSelectorFiltering(t *testing.T) {
clientSet := fake.NewSimpleClientset(
&admissionregistrationv1.ValidatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-validating-webhook-config1",
Namespace: "default",
Labels: map[string]string{
"app": "validating-webhook",
"part-of": "test",
},
},
Webhooks: []admissionregistrationv1.ValidatingWebhook{
{
// Failure: Pointing to an inactive receiver pod
Name: "webhook1",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
},
},
&admissionregistrationv1.ValidatingWebhookConfiguration{
ObjectMeta: metav1.ObjectMeta{
Name: "test-validating-webhook-config2",
Namespace: "default",
},
Webhooks: []admissionregistrationv1.ValidatingWebhook{
{
// Failure: Pointing to an inactive receiver pod
Name: "webhook1",
ClientConfig: admissionregistrationv1.WebhookClientConfig{
Service: &admissionregistrationv1.ServiceReference{
Name: "test-service1",
Namespace: "default",
},
},
},
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=validating-webhook",
}
vwAnalyzer := ValidatingWebhookAnalyzer{}
results, err := vwAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
require.Equal(t, 1, len(results))
config = common.Analyzer{
Client: &kubernetes.Client{
Client: clientSet,
},
Context: context.Background(),
Namespace: "default",
LabelSelector: "app=validating-webhook,part-of=test",
}
vwAnalyzer = ValidatingWebhookAnalyzer{}
results, err = vwAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
require.Equal(t, 1, len(results))
}

8
pkg/cache/cache.go vendored
View File

@@ -47,7 +47,7 @@ func ParseCacheConfiguration() (CacheProvider, error) {
return cacheInfo, nil
}
func NewCacheProvider(cacheType, bucketname, region, endpoint, storageAccount, containerName, projectId string, insecure bool) (CacheProvider, error) {
func NewCacheProvider(cacheType, bucketname, region, storageAccount, containerName, projectId string) (CacheProvider, error) {
cProvider := CacheProvider{}
switch {
@@ -61,8 +61,6 @@ func NewCacheProvider(cacheType, bucketname, region, endpoint, storageAccount, c
case cacheType == "s3":
cProvider.S3.BucketName = bucketname
cProvider.S3.Region = region
cProvider.S3.Endpoint = endpoint
cProvider.S3.InsecureSkipVerify = insecure
default:
return CacheProvider{}, status.Error(codes.Internal, fmt.Sprintf("%s is not a valid option", cacheType))
}
@@ -95,9 +93,9 @@ func GetCacheConfiguration() (ICache, error) {
cache = &FileBasedCache{}
}
err_config := cache.Configure(cacheInfo)
cache.Configure(cacheInfo)
return cache, err_config
return cache, nil
}
func AddRemoteCache(cacheInfo CacheProvider) error {

24
pkg/cache/s3_based.go vendored
View File

@@ -2,9 +2,7 @@ package cache
import (
"bytes"
"crypto/tls"
"log"
"net/http"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/session"
@@ -19,16 +17,17 @@ type S3Cache struct {
}
type S3CacheConfiguration struct {
Region string `mapstructure:"region" yaml:"region,omitempty"`
BucketName string `mapstructure:"bucketname" yaml:"bucketname,omitempty"`
Endpoint string `mapstructure:"endpoint" yaml:"endpoint,omitempty"`
InsecureSkipVerify bool `mapstructure:"insecure" yaml:"insecure,omitempty"`
Region string `mapstructure:"region" yaml:"region,omitempty"`
BucketName string `mapstructure:"bucketname" yaml:"bucketname,omitempty"`
}
func (s *S3Cache) Configure(cacheInfo CacheProvider) error {
if cacheInfo.S3.BucketName == "" {
log.Fatal("Bucket name not configured")
}
if cacheInfo.S3.Region == "" {
log.Fatal("Region not configured")
}
s.bucketName = cacheInfo.S3.BucketName
sess := session.Must(session.NewSessionWithOptions(session.Options{
@@ -37,15 +36,6 @@ func (s *S3Cache) Configure(cacheInfo CacheProvider) error {
Region: aws.String(cacheInfo.S3.Region),
},
}))
if cacheInfo.S3.Endpoint != "" {
sess.Config.Endpoint = &cacheInfo.S3.Endpoint
sess.Config.S3ForcePathStyle = aws.Bool(true)
transport := &http.Transport{
TLSClientConfig: &tls.Config{InsecureSkipVerify: cacheInfo.S3.InsecureSkipVerify},
}
customClient := &http.Client{Transport: transport}
sess.Config.HTTPClient = customClient
}
s3Client := s3.New(sess)
@@ -100,9 +90,9 @@ func (s *S3Cache) Load(key string) (string, error) {
}
buf := new(bytes.Buffer)
_, err_read := buf.ReadFrom(result.Body)
buf.ReadFrom(result.Body)
result.Body.Close()
return buf.String(), err_read
return buf.String(), nil
}
func (s *S3Cache) List() ([]CacheObjectDetails, error) {

View File

@@ -15,17 +15,14 @@ package common
import (
"context"
"time"
trivy "github.com/aquasecurity/trivy-operator/pkg/apis/aquasecurity/v1alpha1"
openapi_v2 "github.com/google/gnostic/openapiv2"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
keda "github.com/kedacore/keda/v2/apis/keda/v1alpha1"
kyverno "github.com/kyverno/policy-reporter-kyverno-plugin/pkg/crd/api/policyreport/v1alpha2"
regv1 "k8s.io/api/admissionregistration/v1"
appsv1 "k8s.io/api/apps/v1"
autov2 "k8s.io/api/autoscaling/v2"
autov1 "k8s.io/api/autoscaling/v1"
v1 "k8s.io/api/core/v1"
networkv1 "k8s.io/api/networking/v1"
policyv1 "k8s.io/api/policy/v1"
@@ -40,7 +37,6 @@ type Analyzer struct {
Client *kubernetes.Client
Context context.Context
Namespace string
LabelSelector string
AIClient ai.IAI
PreAnalysis map[string]PreAnalysis
Results []Result
@@ -55,7 +51,7 @@ type PreAnalysis struct {
PersistentVolumeClaim v1.PersistentVolumeClaim
Endpoint v1.Endpoints
Ingress networkv1.Ingress
HorizontalPodAutoscalers autov2.HorizontalPodAutoscaler
HorizontalPodAutoscalers autov1.HorizontalPodAutoscaler
PodDisruptionBudget policyv1.PodDisruptionBudget
StatefulSet appsv1.StatefulSet
NetworkPolicy networkv1.NetworkPolicy
@@ -66,11 +62,8 @@ type PreAnalysis struct {
Gateway gtwapi.Gateway
HTTPRoute gtwapi.HTTPRoute
// Integrations
ScaledObject keda.ScaledObject
TrivyVulnerabilityReport trivy.VulnerabilityReport
TrivyConfigAuditReport trivy.ConfigAuditReport
KyvernoPolicyReport kyverno.PolicyReport
KyvernoClusterPolicyReport kyverno.ClusterPolicyReport
TrivyVulnerabilityReport trivy.VulnerabilityReport
TrivyConfigAuditReport trivy.ConfigAuditReport
}
type Result struct {
@@ -81,11 +74,6 @@ type Result struct {
ParentObject string `json:"parentObject"`
}
type AnalysisStats struct {
Analyzer string `json:"analyzer"`
DurationTime time.Duration `json:"durationTime"`
}
type Failure struct {
Text string
KubernetesDoc string

View File

@@ -1,58 +0,0 @@
package custom
import (
rpc "buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go/schema/v1/schemav1grpc"
schemav1 "buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go/schema/v1"
"context"
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"google.golang.org/grpc"
"google.golang.org/grpc/credentials/insecure"
)
type Client struct {
c *grpc.ClientConn
analyzerClient rpc.CustomAnalyzerServiceClient
}
func NewClient(c Connection) (*Client, error) {
//nolint:staticcheck // Ignoring SA1019 for compatibility reasons
conn, err := grpc.Dial(fmt.Sprintf("%s:%s", c.Url, c.Port), grpc.WithTransportCredentials(insecure.NewCredentials()))
if err != nil {
return nil, err
}
client := rpc.NewCustomAnalyzerServiceClient(conn)
return &Client{
c: conn,
analyzerClient: client,
}, nil
}
func (cli *Client) Run() (common.Result, error) {
var result common.Result
req := &schemav1.RunRequest{}
res, err := cli.analyzerClient.Run(context.Background(), req)
if err != nil {
return result, err
}
if res.Result != nil {
// We should refactor this, because Error and Failure do not map 1:1 from K8sGPT/schema
var errorsFound []common.Failure
for _, e := range res.Result.Error {
errorsFound = append(errorsFound, common.Failure{
Text: e.Text,
// TODO: Support sensitive data
})
}
result.Name = res.Result.Name
result.Kind = res.Result.Kind
result.Details = res.Result.Details
result.ParentObject = res.Result.ParentObject
result.Error = errorsFound
}
return result, nil
}

View File

@@ -1,10 +0,0 @@
package custom
type Connection struct {
Url string `json:"url"`
Port string `json:"port"`
}
type CustomAnalyzer struct {
Name string `json:"name"`
Connection Connection `json:"connection"`
}

View File

@@ -1,46 +0,0 @@
package custom_analyzer
import (
"fmt"
"reflect"
"regexp"
)
type CustomAnalyzerConfiguration struct {
Name string `mapstructure:"name"`
Connection Connection `mapstructure:"connection"`
}
type Connection struct {
Url string `mapstructure:"url"`
Port int `mapstructure:"port"`
}
type CustomAnalyzer struct{}
func NewCustomAnalyzer() *CustomAnalyzer {
return &CustomAnalyzer{}
}
func (*CustomAnalyzer) Check(actualConfig []CustomAnalyzerConfiguration, name, url string, port int) error {
validNameRegex := `^[a-z0-9]([-a-z0-9]*[a-z0-9])?(\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*$`
validName := regexp.MustCompile(validNameRegex)
if !validName.MatchString(name) {
return fmt.Errorf("invalid name format. Must match %s", validNameRegex)
}
for _, analyzer := range actualConfig {
if analyzer.Name == name {
return fmt.Errorf("custom analyzer with the name '%s' already exists. Please use a different name", name)
}
if reflect.DeepEqual(analyzer.Connection, Connection{
Url: url,
Port: port,
}) {
return fmt.Errorf("custom analyzer with the same connection configuration (URL: '%s', Port: %d) already exists. Please use a different URL or port", url, port)
}
}
return nil
}

View File

@@ -1,98 +0,0 @@
package aws
import (
"os"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/spf13/viper"
)
type AWS struct {
sess *session.Session
}
func (a *AWS) Deploy(namespace string) error {
return nil
}
func (a *AWS) UnDeploy(namespace string) error {
a.sess = nil
return nil
}
func (a *AWS) AddAnalyzer(mergedMap *map[string]common.IAnalyzer) {
// Retrieve AWS credentials from the environment
accessKeyID := os.Getenv("AWS_ACCESS_KEY_ID")
secretAccessKey := os.Getenv("AWS_SECRET_ACCESS_KEY")
awsProfile := os.Getenv("AWS_PROFILE")
var sess *session.Session
if accessKeyID != "" && secretAccessKey != "" {
// Use access keys if both are provided
sess = session.Must(session.NewSessionWithOptions(session.Options{
Config: aws.Config{},
}))
} else {
// Use AWS profile, default to "default" if not set
if awsProfile == "" {
awsProfile = "default"
}
sess = session.Must(session.NewSessionWithOptions(session.Options{
Profile: awsProfile,
SharedConfigState: session.SharedConfigEnable,
}))
}
a.sess = sess
(*mergedMap)["EKS"] = &EKSAnalyzer{
session: a.sess,
}
}
func (a *AWS) GetAnalyzerName() []string {
return []string{"EKS"}
}
func (a *AWS) GetNamespace() (string, error) {
return "", nil
}
func (a *AWS) OwnsAnalyzer(s string) bool {
for _, az := range a.GetAnalyzerName() {
if s == az {
return true
}
}
return false
}
func (a *AWS) isFilterActive() bool {
activeFilters := viper.GetStringSlice("active_filters")
for _, filter := range a.GetAnalyzerName() {
for _, af := range activeFilters {
if af == filter {
return true
}
}
}
return false
}
func (a *AWS) IsActivate() bool {
if a.isFilterActive() {
return true
} else {
return false
}
}
func NewAWS() *AWS {
return &AWS{}
}

View File

@@ -1,80 +0,0 @@
package aws
import (
"errors"
"github.com/spf13/viper"
"os"
"path/filepath"
"strings"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/aws/aws-sdk-go/service/eks"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"k8s.io/client-go/tools/clientcmd"
)
type EKSAnalyzer struct {
session *session.Session
}
func (e *EKSAnalyzer) Analyze(analysis common.Analyzer) ([]common.Result, error) {
var cr []common.Result = []common.Result{}
_ = map[string]common.PreAnalysis{}
svc := eks.New(e.session)
// Get the name of the current cluster
var kubeconfig string
kubeconfigFromPath := viper.GetString("kubeconfig")
if kubeconfigFromPath != "" {
kubeconfig = kubeconfigFromPath
} else {
kubeconfig = filepath.Join(os.Getenv("HOME"), ".kube", "config")
}
config, err := clientcmd.NewNonInteractiveDeferredLoadingClientConfig(
&clientcmd.ClientConfigLoadingRules{ExplicitPath: kubeconfig},
&clientcmd.ConfigOverrides{
CurrentContext: "",
}).RawConfig()
if err != nil {
return cr, err
}
currentConfig := config.CurrentContext
if !strings.Contains(currentConfig, "eks") {
return cr, errors.New("EKS cluster was not detected")
}
input := &eks.ListClustersInput{}
result, err := svc.ListClusters(input)
if err != nil {
return cr, err
}
for _, cluster := range result.Clusters {
// describe the cluster
if !strings.Contains(currentConfig, *cluster) {
continue
}
input := &eks.DescribeClusterInput{
Name: cluster,
}
result, err := svc.DescribeCluster(input)
if err != nil {
return cr, err
}
if len(result.Cluster.Health.Issues) > 0 {
for _, issue := range result.Cluster.Health.Issues {
err := make([]common.Failure, 0)
err = append(err, common.Failure{
Text: issue.String(),
KubernetesDoc: "",
Sensitive: nil,
})
cr = append(cr, common.Result{
Kind: "EKS",
Name: "AWS/EKS",
Error: err,
})
}
}
}
return cr, nil
}

View File

@@ -17,12 +17,7 @@ import (
"errors"
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/aws"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/kyverno"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/keda"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/prometheus"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/trivy"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/spf13/viper"
@@ -49,11 +44,7 @@ type Integration struct {
}
var integrations = map[string]IIntegration{
"trivy": trivy.NewTrivy(),
"prometheus": prometheus.NewPrometheus(),
"aws": aws.NewAWS(),
"keda": keda.NewKeda(),
"kyverno": kyverno.NewKyverno(),
"trivy": trivy.NewTrivy(),
}
func NewIntegration() *Integration {
@@ -94,7 +85,7 @@ func (*Integration) Activate(name string, namespace string, activeFilters []stri
if !skipInstall {
if err := integrations[name].Deploy(namespace); err != nil {
return fmt.Errorf("failed to deploy %s integration: %w", name, err)
return err
}
}
mergedFilters := activeFilters
@@ -129,7 +120,7 @@ func (*Integration) Deactivate(name string, namespace string) error {
}
if err := integrations[name].UnDeploy(namespace); err != nil {
return fmt.Errorf("failed to undeploy %s integration: %w", name, err)
return err
}
viper.Set("active_filters", activeFilters)

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