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Author SHA1 Message Date
Alex Jones
2b14cae5a6 example of an integration
Signed-off-by: Alex Jones <alexsimonjones@gmail.com>
2023-06-15 12:15:02 +01:00
120 changed files with 2104 additions and 11392 deletions

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@@ -13,7 +13,7 @@ on:
- "**.md"
env:
GO_VERSION: "~1.22"
GO_VERSION: "~1.20"
IMAGE_NAME: "k8sgpt"
defaults:
run:
@@ -33,7 +33,7 @@ jobs:
steps:
- name: Check out code
uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- 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@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3
uses: docker/setup-buildx-action@6a58db7e0d21ca03e6c44877909e80e45217eed2 # v2
- name: Build Docker Image
uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
uses: docker/build-push-action@44ea916f6c540f9302d50c2b1e5a8dc071f15cdf # v4
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@65462800fd760344b1a7b4382951275a0abb4808 # v4
uses: actions/upload-artifact@0b7f8abb1508181956e8e162db84b466c27e18ce # v3
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@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- name: Login to GitHub Container Registry
uses: docker/login-action@e92390c5fb421da1463c202d546fed0ec5c39f20 # v3
uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
with:
registry: "ghcr.io"
username: ${{ github.actor }}
@@ -126,10 +126,10 @@ jobs:
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3
uses: docker/setup-buildx-action@6a58db7e0d21ca03e6c44877909e80e45217eed2 # v2
- name: Build Docker Image
uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
uses: docker/build-push-action@44ea916f6c540f9302d50c2b1e5a8dc071f15cdf # v4
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@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- name: golangci-lint
uses: reviewdog/action-golangci-lint@00311c26a97213f93f2fd3a3524d66762e956ae0 # v2
uses: reviewdog/action-golangci-lint@79d32f10b2ea0d4cebb755d849b048c4b40c3d50 # 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@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
- uses: google-github-actions/release-please-action@e4dc86ba9405554aeba3c6bb2d169500e7d3b4ee # v4.1.1
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- uses: google-github-actions/release-please-action@51ee8ae2605bd5ce1cfdcc5938684908f1cd9f69 # v3
id: release
with:
command: manifest
@@ -41,17 +41,17 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Checkout
uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
with:
fetch-depth: 0
- name: Set up Go
uses: actions/setup-go@cdcb36043654635271a94b9a6d1392de5bb323a7 # v5
uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
with:
go-version: '1.22'
go-version: '1.20'
- name: Download Syft
uses: anchore/sbom-action/download-syft@7ccf588e3cf3cc2611714c2eeae48550fbc17552 # v0.15.11
uses: anchore/sbom-action/download-syft@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
- name: Run GoReleaser
uses: goreleaser/goreleaser-action@7ec5c2b0c6cdda6e8bbb49444bc797dd33d74dd8 # v5
uses: goreleaser/goreleaser-action@336e29918d653399e599bfca99fadc1d7ffbc9f7 # v4
with:
# either 'goreleaser' (default) or 'goreleaser-pro'
distribution: goreleaser
@@ -74,23 +74,23 @@ jobs:
IMAGE_NAME: k8sgpt
steps:
- name: Checkout
uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
with:
submodules: recursive
- name: Set up Docker Buildx
id: buildx
uses: docker/setup-buildx-action@d70bba72b1f3fd22344832f00baa16ece964efeb # v3
uses: docker/setup-buildx-action@6a58db7e0d21ca03e6c44877909e80e45217eed2 # v2
- name: Login to GitHub Container Registry
uses: docker/login-action@e92390c5fb421da1463c202d546fed0ec5c39f20 # v3
uses: docker/login-action@f4ef78c080cd8ba55a85445d5b36e214a81df20a # v2
with:
registry: "ghcr.io"
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Build Docker Image
uses: docker/build-push-action@2cdde995de11925a030ce8070c3d77a52ffcf1c0 # v5
uses: docker/build-push-action@44ea916f6c540f9302d50c2b1e5a8dc071f15cdf # v4
with:
context: .
file: ./container/Dockerfile
@@ -104,7 +104,7 @@ jobs:
cache-to: type=gha,scope=${{ github.ref_name }}-${{ env.IMAGE_TAG }}
- name: Generate SBOM
uses: anchore/sbom-action@7ccf588e3cf3cc2611714c2eeae48550fbc17552 # v0.15.11
uses: anchore/sbom-action@4d571ad1038a9cc29d676154ef265ab8f9027042 # v0.14.2
with:
image: ${{ env.IMAGE_TAG }}
artifact-name: sbom-${{ env.IMAGE_NAME }}
@@ -114,4 +114,4 @@ jobs:
uses: softprops/action-gh-release@de2c0eb89ae2a093876385947365aca7b0e5f844 # v1
with:
tag_name: ${{ needs.release-please.outputs.tag_name }}
files: ./sbom-${{ env.IMAGE_NAME }}.spdx.json
files: ./sbom-${{ env.IMAGE_NAME }}.spdx.json

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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@cfb60706e18bc85e8aec535e3c577abe8f70378e # v5.5.2
uses: amannn/action-semantic-pull-request@c3cd5d1ea3580753008872425915e343e351ab54 # v5.2.0
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
with:

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@@ -9,22 +9,23 @@ on:
- main
env:
GO_VERSION: "~1.22"
GO_VERSION: "~1.20"
jobs:
build:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@0ad4b8fadaa221de15dcec353f45205ec38ea70b # v4
- uses: actions/checkout@c85c95e3d7251135ab7dc9ce3241c5835cc595a9 # v3
- name: Set up Go
uses: actions/setup-go@cdcb36043654635271a94b9a6d1392de5bb323a7 # v5
uses: actions/setup-go@fac708d6674e30b6ba41289acaab6d4b75aa0753 # v4
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: ${{ secrets.CODECOV_TOKEN }}
- name: Unit Test
run: make test
# - name: Fmt Test
# run: fmtFiles=$(make fmt); if [ "$fmtFiles" != "" ];then exit 1; fi

2
.gitignore vendored
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@@ -1,5 +1,3 @@
.idea
__debug*
.DS_Store
k8sgpt*
!charts/k8sgpt

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@@ -23,7 +23,7 @@ nfpms:
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
@@ -32,7 +32,7 @@ nfpms:
section: utils
contents:
- src: ./LICENSE
dst: /usr/share/doc/k8sgpt/copyright
dst: /usr/share/doc/nfpm/copyright
file_info:
mode: 0644
@@ -57,7 +57,7 @@ archives:
brews:
- name: k8sgpt
homepage: https://k8sgpt.ai
repository:
tap:
owner: k8sgpt-ai
name: homebrew-k8sgpt

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@@ -1 +1 @@
{".":"0.3.34"}
{".":"0.3.7"}

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@@ -1,754 +1,5 @@
# Changelog
## [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)
### Features
* add last termination state when pod is in CrashloopBackoff ([#792](https://github.com/k8sgpt-ai/k8sgpt/issues/792)) ([ff4aaf7](https://github.com/k8sgpt-ai/k8sgpt/commit/ff4aaf7c328a58fcad8e4fb0f93ea543725eedd5))
* Add license scan report and status ([#796](https://github.com/k8sgpt-ai/k8sgpt/issues/796)) ([343aec8](https://github.com/k8sgpt-ai/k8sgpt/commit/343aec8f0455c9461eb8d495ca5bd446b4bad667))
* version upgrade to 1.21 ([#798](https://github.com/k8sgpt-ai/k8sgpt/issues/798)) ([c23f24d](https://github.com/k8sgpt-ai/k8sgpt/commit/c23f24de2e79347e4f5465e28af34e138cc13231))
### Bug Fixes
* added the ability to set the trivy variables by the user ([#797](https://github.com/k8sgpt-ai/k8sgpt/issues/797)) ([928b39a](https://github.com/k8sgpt-ai/k8sgpt/commit/928b39a7283ee274dd517e727624eceb3795594d))
* **deps:** update module cloud.google.com/go/storage to v1.36.0 ([#805](https://github.com/k8sgpt-ai/k8sgpt/issues/805)) ([390f309](https://github.com/k8sgpt-ai/k8sgpt/commit/390f30908800dfe21e2c1660139b0bd9d36b34d6))
* **deps:** update module github.com/aquasecurity/trivy-operator to v0.17.1 ([#780](https://github.com/k8sgpt-ai/k8sgpt/issues/780)) ([71f36bd](https://github.com/k8sgpt-ai/k8sgpt/commit/71f36bdb0b3729c4357299b7d03829dd5b6a69ec))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.6 ([#783](https://github.com/k8sgpt-ai/k8sgpt/issues/783)) ([1b386f6](https://github.com/k8sgpt-ai/k8sgpt/commit/1b386f64f2863d8a49f423ad571cba009807bc55))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.7 ([#804](https://github.com/k8sgpt-ai/k8sgpt/issues/804)) ([3c6c759](https://github.com/k8sgpt-ai/k8sgpt/commit/3c6c7597e014bfd68794b1764c3a8902e8a798ea))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.8 ([#807](https://github.com/k8sgpt-ai/k8sgpt/issues/807)) ([93b5ca1](https://github.com/k8sgpt-ai/k8sgpt/commit/93b5ca1985c3730592388ba6fc32ecca9b806888))
* **deps:** update module github.com/aws/aws-sdk-go to v1.49.9 ([#808](https://github.com/k8sgpt-ai/k8sgpt/issues/808)) ([130e4c2](https://github.com/k8sgpt-ai/k8sgpt/commit/130e4c2efd0e5b34cdc84c357c6c1f3987cf7c35))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.2.1 ([#801](https://github.com/k8sgpt-ai/k8sgpt/issues/801)) ([aa05756](https://github.com/k8sgpt-ai/k8sgpt/commit/aa057565b5c971c493443f3ede4aed8f8a6399f7))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.5 ([#802](https://github.com/k8sgpt-ai/k8sgpt/issues/802)) ([4a7bad3](https://github.com/k8sgpt-ai/k8sgpt/commit/4a7bad313b66750bd830413b7fef005580ad843c))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.9 ([#772](https://github.com/k8sgpt-ai/k8sgpt/issues/772)) ([13d64a5](https://github.com/k8sgpt-ai/k8sgpt/commit/13d64a58750c7262c07042b557fbf2c4a511b777))
* **deps:** update module github.com/spf13/viper to v1.18.2 ([#787](https://github.com/k8sgpt-ai/k8sgpt/issues/787)) ([8dea617](https://github.com/k8sgpt-ai/k8sgpt/commit/8dea6170a2c00c03f08f25e4f0a232be617536f1))
* **deps:** update module google.golang.org/api to v0.154.0 ([#779](https://github.com/k8sgpt-ai/k8sgpt/issues/779)) ([78f7f2b](https://github.com/k8sgpt-ai/k8sgpt/commit/78f7f2ba85fd357cab13ccc15e9e767e8611773a))
* **deps:** update module google.golang.org/grpc to v1.60.1 ([#790](https://github.com/k8sgpt-ai/k8sgpt/issues/790)) ([5d54c3f](https://github.com/k8sgpt-ai/k8sgpt/commit/5d54c3f840a9ce002606b6601187e69fb62f8a28))
* **deps:** update module helm.sh/helm/v3 to v3.13.3 ([#803](https://github.com/k8sgpt-ai/k8sgpt/issues/803)) ([a8e1932](https://github.com/k8sgpt-ai/k8sgpt/commit/a8e193212222811f3a278df6056dd2165c4323bd))
* lowercase logs before running regex matching in LogAnalyzer ([#794](https://github.com/k8sgpt-ai/k8sgpt/issues/794)) ([03b63be](https://github.com/k8sgpt-ai/k8sgpt/commit/03b63befa247ac84b795a0ec8d5280196b8d570d))
### Other
* **deps:** update actions/setup-go action to v5 ([#788](https://github.com/k8sgpt-ai/k8sgpt/issues/788)) ([d00ed33](https://github.com/k8sgpt-ai/k8sgpt/commit/d00ed33678b1560a3996f1d735d84ca0ca05c0b0))
* **deps:** update actions/upload-artifact action to v4 ([#806](https://github.com/k8sgpt-ai/k8sgpt/issues/806)) ([d6fb648](https://github.com/k8sgpt-ai/k8sgpt/commit/d6fb648e23c1ed1e4680fc4b7b4e96501f50ad48))
* **deps:** update anchore/sbom-action action to v0.15.1 ([#784](https://github.com/k8sgpt-ai/k8sgpt/issues/784)) ([6473a2b](https://github.com/k8sgpt-ai/k8sgpt/commit/6473a2b532491b707b3af922fc2198e626ebf219))
* **deps:** update google-github-actions/release-please-action action to v4 ([#782](https://github.com/k8sgpt-ai/k8sgpt/issues/782)) ([2c28c55](https://github.com/k8sgpt-ai/k8sgpt/commit/2c28c555cf4e891b90ebd9e9eae1cd8724e9886f))
* **deps:** update google-github-actions/release-please-action action to v4.0.2 ([#800](https://github.com/k8sgpt-ai/k8sgpt/issues/800)) ([be4b0bb](https://github.com/k8sgpt-ai/k8sgpt/commit/be4b0bb3c24e04d35f40d16fd8e94ddbc8457ca6))
### Refactoring
* replace rest client with controller-runtime clientset for Trivy analyzers ([#776](https://github.com/k8sgpt-ai/k8sgpt/issues/776)) ([1d19628](https://github.com/k8sgpt-ai/k8sgpt/commit/1d196286b75f0ea6c068e8bdb01455fb36c52432))
## [0.3.23](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.22...v0.3.23) (2023-11-24)
### Features
* add Gateway analysers ([#764](https://github.com/k8sgpt-ai/k8sgpt/issues/764)) ([ec08cac](https://github.com/k8sgpt-ai/k8sgpt/commit/ec08cac21496b34b123b75b06d9283eb6539e890))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.48.3 ([#768](https://github.com/k8sgpt-ai/k8sgpt/issues/768)) ([b1c791a](https://github.com/k8sgpt-ai/k8sgpt/commit/b1c791a396b7287ef916e8f8d382a0e14ba39949))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.4 ([#767](https://github.com/k8sgpt-ai/k8sgpt/issues/767)) ([dca5b47](https://github.com/k8sgpt-ai/k8sgpt/commit/dca5b4710d1bb35dfc3346219d3bddb7c726300e))
## [0.3.22](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.21...v0.3.22) (2023-11-21)
### Features
* rework cache package - add gcs cache - add cache purge command ([#750](https://github.com/k8sgpt-ai/k8sgpt/issues/750)) ([12146bf](https://github.com/k8sgpt-ai/k8sgpt/commit/12146bf356a3b26176c47e3a013a713fd14f346d))
### Bug Fixes
* cover more error reason messages ([#759](https://github.com/k8sgpt-ai/k8sgpt/issues/759)) ([5b27c3e](https://github.com/k8sgpt-ai/k8sgpt/commit/5b27c3e352701819f1d0449df9acf706040f1f13))
* **deps:** update kubernetes packages to v0.28.4 ([#756](https://github.com/k8sgpt-ai/k8sgpt/issues/756)) ([24132c2](https://github.com/k8sgpt-ai/k8sgpt/commit/24132c2d87024157009589cf2bd410bac2a26241))
* **deps:** update module cloud.google.com/go/storage to v1.35.1 ([#762](https://github.com/k8sgpt-ai/k8sgpt/issues/762)) ([58d182e](https://github.com/k8sgpt-ai/k8sgpt/commit/58d182e94f75f9b035a9e45159fa87ce8a57de38))
* **deps:** update module github.com/aquasecurity/trivy-operator to v0.16.4 ([#676](https://github.com/k8sgpt-ai/k8sgpt/issues/676)) ([4531278](https://github.com/k8sgpt-ai/k8sgpt/commit/45312788c3c15e141027c3fc8e428cfaa71d3ace))
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.10 ([#751](https://github.com/k8sgpt-ai/k8sgpt/issues/751)) ([2aa31bc](https://github.com/k8sgpt-ai/k8sgpt/commit/2aa31bc66d239906b1047f53bcaa58b0c30a2856))
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.11 ([#752](https://github.com/k8sgpt-ai/k8sgpt/issues/752)) ([531fa79](https://github.com/k8sgpt-ai/k8sgpt/commit/531fa79ed640846b177c516559dc82f088fa940f))
* **deps:** update module github.com/aws/aws-sdk-go to v1.48.0 ([#754](https://github.com/k8sgpt-ai/k8sgpt/issues/754)) ([e2bb567](https://github.com/k8sgpt-ai/k8sgpt/commit/e2bb567d2f8d59a904583309c2774d4174eb367f))
* **deps:** update module github.com/aws/aws-sdk-go to v1.48.1 ([#766](https://github.com/k8sgpt-ai/k8sgpt/issues/766)) ([16469c0](https://github.com/k8sgpt-ai/k8sgpt/commit/16469c01c962fd5bfa4ad11dd88a41f3e00e4a0d))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.6 ([#749](https://github.com/k8sgpt-ai/k8sgpt/issues/749)) ([84df364](https://github.com/k8sgpt-ai/k8sgpt/commit/84df3640bc114bb2c768f158d3575732103ff799))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.7 ([#753](https://github.com/k8sgpt-ai/k8sgpt/issues/753)) ([9971699](https://github.com/k8sgpt-ai/k8sgpt/commit/9971699fcf42b3309449d81875d45180f723de8d))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.8 ([#761](https://github.com/k8sgpt-ai/k8sgpt/issues/761)) ([beaa532](https://github.com/k8sgpt-ai/k8sgpt/commit/beaa53251c8201028db83d60f208e2b0658c93d8))
* **deps:** update module google.golang.org/api to v0.151.0 ([#763](https://github.com/k8sgpt-ai/k8sgpt/issues/763)) ([3e3f6a9](https://github.com/k8sgpt-ai/k8sgpt/commit/3e3f6a903a81d9622660f5adf9cae7d22a5c99f4))
* show trivy as active when activated with --no-install flag ([#675](https://github.com/k8sgpt-ai/k8sgpt/issues/675)) ([7368271](https://github.com/k8sgpt-ai/k8sgpt/commit/73682717eda4fa2e0cbc6311d5c97e01e0f2673c))
### Other
* **deps:** update anchore/sbom-action action to v0.15.0 ([#765](https://github.com/k8sgpt-ai/k8sgpt/issues/765)) ([cf1e243](https://github.com/k8sgpt-ai/k8sgpt/commit/cf1e243708ab406f070da3f96be1fc60b7ce2ea4))
* **deps:** update docker/build-push-action digest to 4a13e50 ([#760](https://github.com/k8sgpt-ai/k8sgpt/issues/760)) ([b5853de](https://github.com/k8sgpt-ai/k8sgpt/commit/b5853de8a6fcd17b1c1a4c53dbe3ffc82b83f72f))
## [0.3.21](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.20...v0.3.21) (2023-11-12)
### Features
* auth remove: add -b flag ([#711](https://github.com/k8sgpt-ai/k8sgpt/issues/711)) ([9dadd18](https://github.com/k8sgpt-ai/k8sgpt/commit/9dadd186c8d03a4284faff3f0842d6e2d00ebbb8))
* log analyzer ([#744](https://github.com/k8sgpt-ai/k8sgpt/issues/744)) ([d365886](https://github.com/k8sgpt-ai/k8sgpt/commit/d365886753f785bd58118c03510696318ea47941))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.6 ([#728](https://github.com/k8sgpt-ai/k8sgpt/issues/728)) ([bb21ce8](https://github.com/k8sgpt-ai/k8sgpt/commit/bb21ce80c782e011dfa1f808ccdd82ae748bfed8))
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.8 ([#741](https://github.com/k8sgpt-ai/k8sgpt/issues/741)) ([d359caa](https://github.com/k8sgpt-ai/k8sgpt/commit/d359caaab6bdb42a54d305be2f4cd8452f512bb8))
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.9 ([#743](https://github.com/k8sgpt-ai/k8sgpt/issues/743)) ([45ebad7](https://github.com/k8sgpt-ai/k8sgpt/commit/45ebad7b4d80d93920d5fbad9f42c8fcd45218bd))
* **deps:** update module github.com/fatih/color to v1.16.0 ([#734](https://github.com/k8sgpt-ai/k8sgpt/issues/734)) ([8ab26d9](https://github.com/k8sgpt-ai/k8sgpt/commit/8ab26d96cec73369ecf014d50fccc26afe15fa44))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.3 ([#737](https://github.com/k8sgpt-ai/k8sgpt/issues/737)) ([48486e9](https://github.com/k8sgpt-ai/k8sgpt/commit/48486e96274a5e52a03cef00bd531148e27b38c5))
* **deps:** update module github.com/sashabaranov/go-openai to v1.17.5 ([#742](https://github.com/k8sgpt-ai/k8sgpt/issues/742)) ([3bff9cb](https://github.com/k8sgpt-ai/k8sgpt/commit/3bff9cbe7bb3afb7212735eb91902fd83d3cbb8c))
* **deps:** update module github.com/schollz/progressbar/v3 to v3.14.1 ([#738](https://github.com/k8sgpt-ai/k8sgpt/issues/738)) ([05f444d](https://github.com/k8sgpt-ai/k8sgpt/commit/05f444dec1f234c191e25f71f3eab4838eb2477a))
* **deps:** update module github.com/spf13/cobra to v1.8.0 ([#732](https://github.com/k8sgpt-ai/k8sgpt/issues/732)) ([19e502a](https://github.com/k8sgpt-ai/k8sgpt/commit/19e502a841e0463b682b0c6b8291f10aee616d7e))
* **deps:** update module helm.sh/helm/v3 to v3.13.2 ([#740](https://github.com/k8sgpt-ai/k8sgpt/issues/740)) ([6a665f0](https://github.com/k8sgpt-ai/k8sgpt/commit/6a665f05d782ba9c3051df7a15ff304c89cb34f4))
### Other
* **deps:** pin google-github-actions/release-please-action action to db8f2c6 ([#747](https://github.com/k8sgpt-ai/k8sgpt/issues/747)) ([4408110](https://github.com/k8sgpt-ai/k8sgpt/commit/4408110b1a4835bb237b3d5674d6fa8a13f0181b))
* **deps:** update google-github-actions/release-please-action digest to 4c5670f ([#721](https://github.com/k8sgpt-ai/k8sgpt/issues/721)) ([9c518ba](https://github.com/k8sgpt-ai/k8sgpt/commit/9c518badf53e4ccd9c2f9251cead4692602c0762))
* **deps:** update google-github-actions/release-please-action digest to db8f2c6 ([#736](https://github.com/k8sgpt-ai/k8sgpt/issues/736)) ([fdb2934](https://github.com/k8sgpt-ai/k8sgpt/commit/fdb2934e8fd02bcb4e47b34c1eca5b099f462faa))
* enable automerge for renovate ([#745](https://github.com/k8sgpt-ai/k8sgpt/issues/745)) ([66ebb88](https://github.com/k8sgpt-ai/k8sgpt/commit/66ebb88efe1ad5ecae75a5299f58a1e68179b515))
* pin release-please version ([#746](https://github.com/k8sgpt-ai/k8sgpt/issues/746)) ([c4925b2](https://github.com/k8sgpt-ai/k8sgpt/commit/c4925b2170546d0d86b77d2a13c13d4907e2e3d6))
### Dependency Updates
* bump docker fixes CVE GHSA-jq35-85cj-fj4p ([#733](https://github.com/k8sgpt-ai/k8sgpt/issues/733)) ([120027e](https://github.com/k8sgpt-ai/k8sgpt/commit/120027e3cbec2535f0b6cc8d8db1dc27dd9f3ec6))
## [0.3.20](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.19...v0.3.20) (2023-11-05)
### Features
* amazonsagemaker AI provider ([#731](https://github.com/k8sgpt-ai/k8sgpt/issues/731)) ([ccef7f6](https://github.com/k8sgpt-ai/k8sgpt/commit/ccef7f617004723b37d1e8ffb011398005e0b392))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.47.1 ([#724](https://github.com/k8sgpt-ai/k8sgpt/issues/724)) ([0136b8f](https://github.com/k8sgpt-ai/k8sgpt/commit/0136b8f543a7052e967e29691afe1aab8e5fae1b))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/storage/azblob to v1.2.0 ([#723](https://github.com/k8sgpt-ai/k8sgpt/issues/723)) ([16b229d](https://github.com/k8sgpt-ai/k8sgpt/commit/16b229d5478085655041ff0230d2542c4c0c7ce9))
* **deps:** update module google.golang.org/grpc to v1.59.0 ([#713](https://github.com/k8sgpt-ai/k8sgpt/issues/713)) ([901c5ec](https://github.com/k8sgpt-ai/k8sgpt/commit/901c5ec18858f2f7fd385ff20aef77d203748c93))
* **deps:** update module helm.sh/helm/v3 to v3.13.1 ([#706](https://github.com/k8sgpt-ai/k8sgpt/issues/706)) ([40133ad](https://github.com/k8sgpt-ai/k8sgpt/commit/40133adaedff3862199e00f62877a88fcffa67c5))
* ensure ingress HTTP rule exists to prevent panic ([#726](https://github.com/k8sgpt-ai/k8sgpt/issues/726)) ([37721b5](https://github.com/k8sgpt-ai/k8sgpt/commit/37721b5dd77d66edfb7e8377b2b96470b8a21d1b))
### Other
* **deps:** update amannn/action-semantic-pull-request action to v5.4.0 ([#729](https://github.com/k8sgpt-ai/k8sgpt/issues/729)) ([188a8a2](https://github.com/k8sgpt-ai/k8sgpt/commit/188a8a2cd5e25b35446e2eab46279a0ba3976af3))
## [0.3.19](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.18...v0.3.19) (2023-10-28)
### Features
* add amazonbedrock ([#718](https://github.com/k8sgpt-ai/k8sgpt/issues/718)) ([f1a7801](https://github.com/k8sgpt-ai/k8sgpt/commit/f1a7801e9e6a7e4a5310622951dfba3ba3acd047))
* add Azure remote cache ([#690](https://github.com/k8sgpt-ai/k8sgpt/issues/690)) ([23ac52d](https://github.com/k8sgpt-ai/k8sgpt/commit/23ac52d5ffc0b2ebb7516b070fa740108cb4299a))
### Bug Fixes
* **deps:** update kubernetes packages to v0.28.3 ([#715](https://github.com/k8sgpt-ai/k8sgpt/issues/715)) ([7e73f8a](https://github.com/k8sgpt-ai/k8sgpt/commit/7e73f8afbce7ba0e9de432671b88c01fcfe28c3a))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.25 ([#707](https://github.com/k8sgpt-ai/k8sgpt/issues/707)) ([3ebc867](https://github.com/k8sgpt-ai/k8sgpt/commit/3ebc86772dc8f8cb2d2246724f5fd05d1e931512))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.26 ([#709](https://github.com/k8sgpt-ai/k8sgpt/issues/709)) ([c977528](https://github.com/k8sgpt-ai/k8sgpt/commit/c977528ec7839902570785e0803f6c6b83a0a69d))
* **deps:** update module github.com/aws/aws-sdk-go to v1.46.5 ([#712](https://github.com/k8sgpt-ai/k8sgpt/issues/712)) ([63a2260](https://github.com/k8sgpt-ai/k8sgpt/commit/63a226065c8068f9bdc0aa791a325fa10bba3fcc))
* **deps:** update module github.com/azure/azure-sdk-for-go/sdk/azidentity to v1.4.0 ([#722](https://github.com/k8sgpt-ai/k8sgpt/issues/722)) ([0e7219a](https://github.com/k8sgpt-ai/k8sgpt/commit/0e7219a36aaa718b7d86adf0a218a521bfac119b))
* **deps:** update module github.com/sashabaranov/go-openai to v1.16.0 ([#703](https://github.com/k8sgpt-ai/k8sgpt/issues/703)) ([b5facd6](https://github.com/k8sgpt-ai/k8sgpt/commit/b5facd64a340a96d38faf045bbb889b928ef08a1))
* **deps:** update module github.com/spf13/viper to v1.17.0 ([#700](https://github.com/k8sgpt-ai/k8sgpt/issues/700)) ([184d148](https://github.com/k8sgpt-ai/k8sgpt/commit/184d1481081f4297bec21fbd60d7eff1964944ae))
* **deps:** update module google.golang.org/grpc to v1.58.3 ([#704](https://github.com/k8sgpt-ai/k8sgpt/issues/704)) ([1d7360c](https://github.com/k8sgpt-ai/k8sgpt/commit/1d7360c0ae4dab376872acc71dc68d59eb4d9752))
### Other
* **deps:** update actions/checkout digest to b4ffde6 ([#719](https://github.com/k8sgpt-ai/k8sgpt/issues/719)) ([a77bd41](https://github.com/k8sgpt-ai/k8sgpt/commit/a77bd410489e624d29ccc8fd45a004f6844b3620))
* **deps:** update module oras.land/oras-go to v1.2.4 ([#665](https://github.com/k8sgpt-ai/k8sgpt/issues/665)) ([4af0ad0](https://github.com/k8sgpt-ai/k8sgpt/commit/4af0ad0303d9b0ffb43f1e87fb5abe279d9a8724))
## [0.3.18](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.17...v0.3.18) (2023-10-12)
### Features
* adding temperature to server mode ([#705](https://github.com/k8sgpt-ai/k8sgpt/issues/705)) ([539ca3b](https://github.com/k8sgpt-ai/k8sgpt/commit/539ca3b78f96694c11f788255d3b83d2fb335df4))
### Bug Fixes
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20231002095256-194bc640518b.1 ([#692](https://github.com/k8sgpt-ai/k8sgpt/issues/692)) ([4d4e33b](https://github.com/k8sgpt-ai/k8sgpt/commit/4d4e33bea9cc4f5f9bf5379db5b890d9ba86e0a9))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go to v1.31.0-20231002095256-194bc640518b.1 ([#693](https://github.com/k8sgpt-ai/k8sgpt/issues/693)) ([20e6bd8](https://github.com/k8sgpt-ai/k8sgpt/commit/20e6bd816f636d4e4c8274d417870ec28fdd8a56))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.20 ([#685](https://github.com/k8sgpt-ai/k8sgpt/issues/685)) ([2494946](https://github.com/k8sgpt-ai/k8sgpt/commit/2494946dc867a532460bd6aac74dfb7da5184c1c))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.21 ([#696](https://github.com/k8sgpt-ai/k8sgpt/issues/696)) ([95c8cc0](https://github.com/k8sgpt-ai/k8sgpt/commit/95c8cc0afb0bb7b99784dcc5ba155f94b5a7dbdf))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.22 ([#697](https://github.com/k8sgpt-ai/k8sgpt/issues/697)) ([923a8c1](https://github.com/k8sgpt-ai/k8sgpt/commit/923a8c13c06b152d04e8b00ab002e2036bf12740))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.23 ([#699](https://github.com/k8sgpt-ai/k8sgpt/issues/699)) ([3f36a44](https://github.com/k8sgpt-ai/k8sgpt/commit/3f36a4441532e3d0ac1bd9d00fc738d4902b23a8))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.24 ([#701](https://github.com/k8sgpt-ai/k8sgpt/issues/701)) ([6d3038b](https://github.com/k8sgpt-ai/k8sgpt/commit/6d3038b0e8336235dc6a2fdb69d2381790331596))
* **deps:** update module github.com/prometheus/client_golang to v1.17.0 ([#687](https://github.com/k8sgpt-ai/k8sgpt/issues/687)) ([9597002](https://github.com/k8sgpt-ai/k8sgpt/commit/95970027237e0079ed1f66dc9655fa01b181f4d7))
* **deps:** update module github.com/sashabaranov/go-openai to v1.15.4 ([#689](https://github.com/k8sgpt-ai/k8sgpt/issues/689)) ([f11d314](https://github.com/k8sgpt-ai/k8sgpt/commit/f11d3149b228b643155ed66c189cb0f8a4dd5a0f))
* **deps:** update module helm.sh/helm/v3 to v3.13.0 ([#688](https://github.com/k8sgpt-ai/k8sgpt/issues/688)) ([87c8bce](https://github.com/k8sgpt-ai/k8sgpt/commit/87c8bcea4becd165aeb0ac98d79df7dab9c37ee3))
* security warning around printing provider details in https://github.com/k8sgpt-ai/k8sgpt/security/code-scanning/1 ([#695](https://github.com/k8sgpt-ai/k8sgpt/issues/695)) ([85ce557](https://github.com/k8sgpt-ai/k8sgpt/commit/85ce55768199f90b1d2a5118ec2621ea5c7a7a67))
### Other
* **deps:** update amannn/action-semantic-pull-request action to v5.3.0 ([#683](https://github.com/k8sgpt-ai/k8sgpt/issues/683)) ([c5a8c46](https://github.com/k8sgpt-ai/k8sgpt/commit/c5a8c462989c097bf37ac48ea4f1a9010285042c))
* fixing default model issue ([#702](https://github.com/k8sgpt-ai/k8sgpt/issues/702)) ([2a34ff2](https://github.com/k8sgpt-ai/k8sgpt/commit/2a34ff24d1f391270ae42531807cb1422880ad27))
## [0.3.17](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.16...v0.3.17) (2023-09-28)
### Features
* added create namespace on deploy ([#673](https://github.com/k8sgpt-ai/k8sgpt/issues/673)) ([820e475](https://github.com/k8sgpt-ai/k8sgpt/commit/820e4755a54ecab3b5d800017bf6948dc9212825))
* integration refactor ([#684](https://github.com/k8sgpt-ai/k8sgpt/issues/684)) ([69fe2db](https://github.com/k8sgpt-ai/k8sgpt/commit/69fe2db8acb795add27f04c1c8ee8d05819300ac))
* update readme with new analyzers ([#671](https://github.com/k8sgpt-ai/k8sgpt/issues/671)) ([cad605a](https://github.com/k8sgpt-ai/k8sgpt/commit/cad605af462ce8b02ffc279ea847e41b7a64196f))
### Bug Fixes
* **deps:** update kubernetes packages to v0.28.2 ([#607](https://github.com/k8sgpt-ai/k8sgpt/issues/607)) ([ddeff9f](https://github.com/k8sgpt-ai/k8sgpt/commit/ddeff9fae4e80d1452893c59b89742633eb6b51b))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.14 ([#672](https://github.com/k8sgpt-ai/k8sgpt/issues/672)) ([1da4b7c](https://github.com/k8sgpt-ai/k8sgpt/commit/1da4b7c8f0eee877d5b76a7dd9abda7631d922f3))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.16 ([#682](https://github.com/k8sgpt-ai/k8sgpt/issues/682)) ([e1a42ff](https://github.com/k8sgpt-ai/k8sgpt/commit/e1a42ff3bcb3ddea71df2a5b5288eade024684dc))
* **deps:** update module github.com/google/gnostic to v0.7.0 ([#679](https://github.com/k8sgpt-ai/k8sgpt/issues/679)) ([901ffb8](https://github.com/k8sgpt-ai/k8sgpt/commit/901ffb8df451ce41e6dc96da61deab987e51b6df))
* **deps:** update module google.golang.org/grpc to v1.58.2 ([#680](https://github.com/k8sgpt-ai/k8sgpt/issues/680)) ([402e97d](https://github.com/k8sgpt-ai/k8sgpt/commit/402e97d05ea33879d997d98019b72da0f1074fc7))
### Other
* **deps:** update actions/checkout digest to 8ade135 ([#681](https://github.com/k8sgpt-ai/k8sgpt/issues/681)) ([aa9e6a3](https://github.com/k8sgpt-ai/k8sgpt/commit/aa9e6a3549877260423462c35ebbdfd95381be2c))
## [0.3.16](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.15...v0.3.16) (2023-09-19)
### Features
* lists activate integrations ([#669](https://github.com/k8sgpt-ai/k8sgpt/issues/669)) ([844ff1f](https://github.com/k8sgpt-ai/k8sgpt/commit/844ff1fc78e7c35837c08b72bd2c19e92698d53d))
* openAI explicit value for maxToken and temperature ([#659](https://github.com/k8sgpt-ai/k8sgpt/issues/659)) ([f55946d](https://github.com/k8sgpt-ai/k8sgpt/commit/f55946d60ebc7725aba6702570ca1cb5ba978d78))
* serve/integration capability ([#645](https://github.com/k8sgpt-ai/k8sgpt/issues/645)) ([ab064b9](https://github.com/k8sgpt-ai/k8sgpt/commit/ab064b940cdb39a1588816221b20191e68263c61))
### Bug Fixes
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230830164712-dc062a152c20.1 ([#617](https://github.com/k8sgpt-ai/k8sgpt/issues/617)) ([d6b7b81](https://github.com/k8sgpt-ai/k8sgpt/commit/d6b7b818aef1b7775d1e76231077b74481546c56))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.10 ([#657](https://github.com/k8sgpt-ai/k8sgpt/issues/657)) ([0325724](https://github.com/k8sgpt-ai/k8sgpt/commit/03257246589ebbb22961e13394e49b52cb056e38))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.11 ([#662](https://github.com/k8sgpt-ai/k8sgpt/issues/662)) ([1b80b0c](https://github.com/k8sgpt-ai/k8sgpt/commit/1b80b0ce95f39c1cf27ad8bbb05a7fed10322114))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.12 ([#666](https://github.com/k8sgpt-ai/k8sgpt/issues/666)) ([b4656f5](https://github.com/k8sgpt-ai/k8sgpt/commit/b4656f533bdf39d12b223158bf41087076fa6c9a))
* **deps:** update module github.com/sashabaranov/go-openai to v1.15.3 ([#636](https://github.com/k8sgpt-ai/k8sgpt/issues/636)) ([54caff8](https://github.com/k8sgpt-ai/k8sgpt/commit/54caff837dc25ae594c6cd0e1bd0b31b1612cf73))
* **deps:** update module go.uber.org/zap to v1.26.0 ([#658](https://github.com/k8sgpt-ai/k8sgpt/issues/658)) ([f76b572](https://github.com/k8sgpt-ai/k8sgpt/commit/f76b57265432a704c3fc5aa67b0d569179b4ef03))
* **deps:** update module google.golang.org/grpc to v1.58.0 ([#635](https://github.com/k8sgpt-ai/k8sgpt/issues/635)) ([d58e002](https://github.com/k8sgpt-ai/k8sgpt/commit/d58e002d7dc55cc759402fcadb03af921cd30dc3))
* **deps:** update module google.golang.org/grpc to v1.58.1 ([#656](https://github.com/k8sgpt-ai/k8sgpt/issues/656)) ([abfb584](https://github.com/k8sgpt-ai/k8sgpt/commit/abfb58432fbd1168db13880e5b9dbcbdde70f147))
* emergency fix for bad package revision in go mod ([#663](https://github.com/k8sgpt-ai/k8sgpt/issues/663)) ([2472da1](https://github.com/k8sgpt-ai/k8sgpt/commit/2472da167300a831dc5b45f7fc0169a0b5b1ccb7))
* pdb panic error guard ([#664](https://github.com/k8sgpt-ai/k8sgpt/issues/664)) ([3277b2a](https://github.com/k8sgpt-ai/k8sgpt/commit/3277b2ad4b27ade9bd7da07f5fc8d8f074355177))
* respect namespace scope in trivy analyzer ([#661](https://github.com/k8sgpt-ai/k8sgpt/issues/661)) ([6481590](https://github.com/k8sgpt-ai/k8sgpt/commit/6481590b29b80391ea1c9298cae5d8f0a4ae7354))
* use default values when adding auth ([#568](https://github.com/k8sgpt-ai/k8sgpt/issues/568)) ([7461a74](https://github.com/k8sgpt-ai/k8sgpt/commit/7461a748f8e994e58ac4f56fd9919b1744bd7366)), closes [#567](https://github.com/k8sgpt-ai/k8sgpt/issues/567)
### Other
* **deps:** update actions/upload-artifact digest to a8a3f3a ([#633](https://github.com/k8sgpt-ai/k8sgpt/issues/633)) ([4bfc7f9](https://github.com/k8sgpt-ai/k8sgpt/commit/4bfc7f996c851adadc5ab0754da6852979084e9d))
* **deps:** update reviewdog/action-golangci-lint digest to 24d4af2 ([#642](https://github.com/k8sgpt-ai/k8sgpt/issues/642)) ([f607360](https://github.com/k8sgpt-ai/k8sgpt/commit/f60736035b2601650f4b3ee352f16d1e57d6ec64))
## [0.3.15](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.14...v0.3.15) (2023-09-14)
### Features
* show each ConfigAuditReport check ([#646](https://github.com/k8sgpt-ai/k8sgpt/issues/646)) ([230eace](https://github.com/k8sgpt-ai/k8sgpt/commit/230eace18737a81e4c023826ffef1a9b1e17d4fd))
### Bug Fixes
* defer to service analyser when selectors are missing ([#652](https://github.com/k8sgpt-ai/k8sgpt/issues/652)) ([6c5a062](https://github.com/k8sgpt-ai/k8sgpt/commit/6c5a0628e4a8c493beae85049448e6e6588d63be))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.333 ([#611](https://github.com/k8sgpt-ai/k8sgpt/issues/611)) ([96d97cf](https://github.com/k8sgpt-ai/k8sgpt/commit/96d97cfa30c4d3c75facda3d3016c080dfa86eaa))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.0 ([#618](https://github.com/k8sgpt-ai/k8sgpt/issues/618)) ([632fc9a](https://github.com/k8sgpt-ai/k8sgpt/commit/632fc9a99fd0482dcff0768211c49bffb2e4032a))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.1 ([#624](https://github.com/k8sgpt-ai/k8sgpt/issues/624)) ([09984c2](https://github.com/k8sgpt-ai/k8sgpt/commit/09984c245de40fc7794f85a9535af4f8e5f5e776))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.2 ([#625](https://github.com/k8sgpt-ai/k8sgpt/issues/625)) ([b6498ef](https://github.com/k8sgpt-ai/k8sgpt/commit/b6498ef269919c61004dd860ebf08ed7f28810f7))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.3 ([#632](https://github.com/k8sgpt-ai/k8sgpt/issues/632)) ([5f73240](https://github.com/k8sgpt-ai/k8sgpt/commit/5f73240a0615e58a37e9eb00784628621bc1dfa1))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.6 ([#634](https://github.com/k8sgpt-ai/k8sgpt/issues/634)) ([3aabb48](https://github.com/k8sgpt-ai/k8sgpt/commit/3aabb4842d96ec14e61842847dc2feb3e3f31a0a))
* **deps:** update module github.com/aws/aws-sdk-go to v1.45.9 ([#640](https://github.com/k8sgpt-ai/k8sgpt/issues/640)) ([95787f2](https://github.com/k8sgpt-ai/k8sgpt/commit/95787f2854c4e4a971b2d687d97a5ceca30b9d5e))
* **deps:** update module github.com/sashabaranov/go-openai to v1.15.1 ([#622](https://github.com/k8sgpt-ai/k8sgpt/issues/622)) ([fc90dc8](https://github.com/k8sgpt-ai/k8sgpt/commit/fc90dc865b48fae99253b8bb6a8b1ae7047170b4))
* **deps:** update module golang.org/x/term to v0.12.0 ([#626](https://github.com/k8sgpt-ai/k8sgpt/issues/626)) ([44d17c5](https://github.com/k8sgpt-ai/k8sgpt/commit/44d17c51ff8ece92cd0c85f40d15caa97d990544))
* typos ([#629](https://github.com/k8sgpt-ai/k8sgpt/issues/629)) ([067c348](https://github.com/k8sgpt-ai/k8sgpt/commit/067c3483e6b379bd710c7f799de63bc1890b6c81))
* use-case while in cluster, connecting to an external ([#623](https://github.com/k8sgpt-ai/k8sgpt/issues/623)) ([1a7f45c](https://github.com/k8sgpt-ai/k8sgpt/commit/1a7f45cc55348d567148d01e61c7527e4d534f34))
### Other
* **deps:** bump github.com/cyphar/filepath-securejoin ([#644](https://github.com/k8sgpt-ai/k8sgpt/issues/644)) ([25890e6](https://github.com/k8sgpt-ai/k8sgpt/commit/25890e6e3807171e655fec0d2081cedad3ad6273))
* **deps:** update actions/checkout action to v4 ([#628](https://github.com/k8sgpt-ai/k8sgpt/issues/628)) ([e65d9a6](https://github.com/k8sgpt-ai/k8sgpt/commit/e65d9a650522120d602b2a62703aa2b39abfdea1))
* **deps:** update actions/checkout digest to f43a0e5 ([#612](https://github.com/k8sgpt-ai/k8sgpt/issues/612)) ([6f9f7b2](https://github.com/k8sgpt-ai/k8sgpt/commit/6f9f7b2b602605f3be7fd02bd521574e9c26fa78))
* **deps:** update docker/build-push-action action to v5 ([#643](https://github.com/k8sgpt-ai/k8sgpt/issues/643)) ([241f1bd](https://github.com/k8sgpt-ai/k8sgpt/commit/241f1bd6dfcb772711551aac42e48a2f59e64046))
* **deps:** update docker/login-action action to v3 ([#648](https://github.com/k8sgpt-ai/k8sgpt/issues/648)) ([b491c92](https://github.com/k8sgpt-ai/k8sgpt/commit/b491c9200e781284737dd74a9789dfc0c1e7b14a))
* **deps:** update docker/setup-buildx-action action to v3 ([#649](https://github.com/k8sgpt-ai/k8sgpt/issues/649)) ([598ef22](https://github.com/k8sgpt-ai/k8sgpt/commit/598ef22e570c1db678d583638c83e242f3b313d7))
* **deps:** update docker/setup-buildx-action digest to 885d146 ([#615](https://github.com/k8sgpt-ai/k8sgpt/issues/615)) ([2c81dad](https://github.com/k8sgpt-ai/k8sgpt/commit/2c81dadb4d4abcdc3608be768c1f3aae87e53a68))
* **deps:** update goreleaser/goreleaser-action action to v5 ([#641](https://github.com/k8sgpt-ai/k8sgpt/issues/641)) ([00d7a27](https://github.com/k8sgpt-ai/k8sgpt/commit/00d7a27ec1ea1bd49ab1879b8ffa0b9e7c0b6adf))
* **deps:** update goreleaser/goreleaser-action digest to 5fdedb9 ([#631](https://github.com/k8sgpt-ai/k8sgpt/issues/631)) ([5de3b64](https://github.com/k8sgpt-ai/k8sgpt/commit/5de3b640988783df5a04db368f79b9b9eefdb8bf))
* fixes a bug where filters do not deactive ([#621](https://github.com/k8sgpt-ai/k8sgpt/issues/621)) ([133850f](https://github.com/k8sgpt-ai/k8sgpt/commit/133850f984cc0bb41ec1e4521a32ab30558778f1))
* slice loop replace ([#627](https://github.com/k8sgpt-ai/k8sgpt/issues/627)) ([c24825b](https://github.com/k8sgpt-ai/k8sgpt/commit/c24825b81025c5cd79224a79b52d6c5efdc00511))
* updated protobuf libs ([#614](https://github.com/k8sgpt-ai/k8sgpt/issues/614)) ([5e17e66](https://github.com/k8sgpt-ai/k8sgpt/commit/5e17e666659c0eb057562def70d491daa995e5a2))
* updated schema for integrations support ([#616](https://github.com/k8sgpt-ai/k8sgpt/issues/616)) ([8f0a2fd](https://github.com/k8sgpt-ai/k8sgpt/commit/8f0a2fd41d6705da4d1a1d288f3b6ce19711f30d))
## [0.3.14](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.13...v0.3.14) (2023-08-25)
### Features
* configauditreport ([#609](https://github.com/k8sgpt-ai/k8sgpt/issues/609)) ([44d3613](https://github.com/k8sgpt-ai/k8sgpt/commit/44d3613c1f950837c6b112ddde0dc3e90f73dc1b))
### Bug Fixes
* **deps:** update kubernetes packages to v0.27.4 ([#565](https://github.com/k8sgpt-ai/k8sgpt/issues/565)) ([3cc7aa5](https://github.com/k8sgpt-ai/k8sgpt/commit/3cc7aa56d8efc6e78badf3be1cb3d5726074156e))
* **deps:** update module github.com/aquasecurity/trivy-operator to v0.15.1 ([#576](https://github.com/k8sgpt-ai/k8sgpt/issues/576)) ([c364074](https://github.com/k8sgpt-ai/k8sgpt/commit/c3640744c5cbf036321a14b90c1fdefa17c5321d))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.304 ([#558](https://github.com/k8sgpt-ai/k8sgpt/issues/558)) ([cf9069e](https://github.com/k8sgpt-ai/k8sgpt/commit/cf9069ef572fea9a947d7de5b0c0e44f34620a69))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.307 ([#574](https://github.com/k8sgpt-ai/k8sgpt/issues/574)) ([8ae91ec](https://github.com/k8sgpt-ai/k8sgpt/commit/8ae91ec744d1fead3b0aa570c904e9e3ad5ab5ef))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.308 ([#579](https://github.com/k8sgpt-ai/k8sgpt/issues/579)) ([7e8668a](https://github.com/k8sgpt-ai/k8sgpt/commit/7e8668a56bb25b7da3957cf4c05847d022825c10))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.309 ([#584](https://github.com/k8sgpt-ai/k8sgpt/issues/584)) ([227e1cd](https://github.com/k8sgpt-ai/k8sgpt/commit/227e1cd69f38654126750902a89408643bdb30fb))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.312 ([#586](https://github.com/k8sgpt-ai/k8sgpt/issues/586)) ([aafac93](https://github.com/k8sgpt-ai/k8sgpt/commit/aafac9345fbab16b1fe23ea76d6c1c362c44c080))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.313 ([#587](https://github.com/k8sgpt-ai/k8sgpt/issues/587)) ([f1479ba](https://github.com/k8sgpt-ai/k8sgpt/commit/f1479babbaaf6770d4a106d80f22b2ffb736cbad))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.315 ([#588](https://github.com/k8sgpt-ai/k8sgpt/issues/588)) ([fe29361](https://github.com/k8sgpt-ai/k8sgpt/commit/fe29361e335f3d186dc3d7651823e9bb03649652))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.317 ([#591](https://github.com/k8sgpt-ai/k8sgpt/issues/591)) ([9802e82](https://github.com/k8sgpt-ai/k8sgpt/commit/9802e82ff54bc55b670e25f75c69a29a985c21ae))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.327 ([#597](https://github.com/k8sgpt-ai/k8sgpt/issues/597)) ([aee83b7](https://github.com/k8sgpt-ai/k8sgpt/commit/aee83b74b20117f136876ec426318914aee8c4d1))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.329 ([#610](https://github.com/k8sgpt-ai/k8sgpt/issues/610)) ([0e5be89](https://github.com/k8sgpt-ai/k8sgpt/commit/0e5be89e5ccb70e9e9a44ad70f161c7b344d04f2))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.3 ([#582](https://github.com/k8sgpt-ai/k8sgpt/issues/582)) ([c2770f3](https://github.com/k8sgpt-ai/k8sgpt/commit/c2770f38a6f0d3248747927155505db505f5e960))
* **deps:** update module github.com/sashabaranov/go-openai to v1.14.1 ([#573](https://github.com/k8sgpt-ai/k8sgpt/issues/573)) ([b52424a](https://github.com/k8sgpt-ai/k8sgpt/commit/b52424a9b1a554739cb8e08e296045c181d4041c))
* **deps:** update module github.com/sashabaranov/go-openai to v1.14.2 ([#603](https://github.com/k8sgpt-ai/k8sgpt/issues/603)) ([81fcf8b](https://github.com/k8sgpt-ai/k8sgpt/commit/81fcf8b5d46387eca7128b877c0652fdf4ed999c))
* **deps:** update module go.uber.org/zap to v1.25.0 ([#589](https://github.com/k8sgpt-ai/k8sgpt/issues/589)) ([9672cea](https://github.com/k8sgpt-ai/k8sgpt/commit/9672cea228de976772f453e6a05ce05456741de8))
* **deps:** update module golang.org/x/term to v0.11.0 ([#593](https://github.com/k8sgpt-ai/k8sgpt/issues/593)) ([7f109cd](https://github.com/k8sgpt-ai/k8sgpt/commit/7f109cdcfac00a329a53121287e44c2567af6b4a))
* **deps:** update module google.golang.org/grpc to v1.57.0 ([#585](https://github.com/k8sgpt-ai/k8sgpt/issues/585)) ([59897f3](https://github.com/k8sgpt-ai/k8sgpt/commit/59897f330a037f1e5de0f958dd93b826e2ce481d))
* **deps:** update module helm.sh/helm/v3 to v3.12.3 ([#602](https://github.com/k8sgpt-ai/k8sgpt/issues/602)) ([7910c9a](https://github.com/k8sgpt-ai/k8sgpt/commit/7910c9aa2c40f3c1837cce179dd1fc91a9744946))
* optimize analyze service ([#461](https://github.com/k8sgpt-ai/k8sgpt/issues/461)) ([cc665ea](https://github.com/k8sgpt-ai/k8sgpt/commit/cc665ea4f3f279c30c7dd7996786e6bdce88acc8))
* use kubeconfig file when user specify it ([#605](https://github.com/k8sgpt-ai/k8sgpt/issues/605)) ([e3b21ec](https://github.com/k8sgpt-ai/k8sgpt/commit/e3b21ec5ecd5f823470c2c2f570ed89a2c071b5a)), closes [#604](https://github.com/k8sgpt-ai/k8sgpt/issues/604)
### Other
* **deps:** exclude retracted cohere-go versions ([#583](https://github.com/k8sgpt-ai/k8sgpt/issues/583)) ([f8a53a5](https://github.com/k8sgpt-ai/k8sgpt/commit/f8a53a5c035fd3e3598666d9792c4e1231f9838d))
* **deps:** update actions/setup-go digest to 93397be ([#600](https://github.com/k8sgpt-ai/k8sgpt/issues/600)) ([1a0ae1a](https://github.com/k8sgpt-ai/k8sgpt/commit/1a0ae1a086d328b1eaa70c412122427a6e8df2f5))
* **deps:** update google-github-actions/release-please-action digest to ca6063f ([#572](https://github.com/k8sgpt-ai/k8sgpt/issues/572)) ([fba1a8e](https://github.com/k8sgpt-ai/k8sgpt/commit/fba1a8ed8c7cc2f7b0aace246f8797ea6c27e455))
* **deps:** update goreleaser/goreleaser-action digest to 3fa32b8 ([#601](https://github.com/k8sgpt-ai/k8sgpt/issues/601)) ([610720a](https://github.com/k8sgpt-ai/k8sgpt/commit/610720a95c9d5eb49c77e7a929cd766a04e534a4))
* **deps:** update reviewdog/action-golangci-lint digest to 951dc8b ([#594](https://github.com/k8sgpt-ai/k8sgpt/issues/594)) ([9acaec0](https://github.com/k8sgpt-ai/k8sgpt/commit/9acaec00c4d084c4ec3e40e4a6a8b0136dcc4aa1))
* **deps:** update reviewdog/action-golangci-lint digest to f17c2e2 ([#598](https://github.com/k8sgpt-ai/k8sgpt/issues/598)) ([2251321](https://github.com/k8sgpt-ai/k8sgpt/commit/22513216960f06d572ec53480e290b1f4e5ff1d8))
* upgraded cohere backend ([#580](https://github.com/k8sgpt-ai/k8sgpt/issues/580)) ([43b0d70](https://github.com/k8sgpt-ai/k8sgpt/commit/43b0d707e7eac326594f5f6c7ab4c885772846d2))
## [0.3.13](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.12...v0.3.13) (2023-07-20)
### Other
* continue on absent service ([#569](https://github.com/k8sgpt-ai/k8sgpt/issues/569)) ([153d38d](https://github.com/k8sgpt-ai/k8sgpt/commit/153d38deb060cb84d606f8391e5700025ce02a9b))
## [0.3.12](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.11...v0.3.12) (2023-07-19)
### Features
* add Cohere backend ([#563](https://github.com/k8sgpt-ai/k8sgpt/issues/563)) ([781ecb7](https://github.com/k8sgpt-ai/k8sgpt/commit/781ecb7aad689e6709678c9690c112115e3cf6c7))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.300 ([#554](https://github.com/k8sgpt-ai/k8sgpt/issues/554)) ([dc46333](https://github.com/k8sgpt-ai/k8sgpt/commit/dc463334bccdf16106cff4e688a83bf0984d6e27))
* **deps:** update module github.com/mittwald/go-helm-client to v0.12.2 ([#562](https://github.com/k8sgpt-ai/k8sgpt/issues/562)) ([2e0db55](https://github.com/k8sgpt-ai/k8sgpt/commit/2e0db553f92b5ca691b5957b180be35131ab4e2f))
* **deps:** update module google.golang.org/grpc to v1.56.2 ([#546](https://github.com/k8sgpt-ai/k8sgpt/issues/546)) ([cc83fe1](https://github.com/k8sgpt-ai/k8sgpt/commit/cc83fe19bafc87647fa0293189f90c84d2dd8edb))
* **deps:** update module helm.sh/helm/v3 to v3.12.2 ([#555](https://github.com/k8sgpt-ai/k8sgpt/issues/555)) ([9eb96c4](https://github.com/k8sgpt-ai/k8sgpt/commit/9eb96c495cdb1247b664de625a036902b5e156ff))
### Other
* fixing edge cases with missing wh service ([#561](https://github.com/k8sgpt-ai/k8sgpt/issues/561)) ([c422215](https://github.com/k8sgpt-ai/k8sgpt/commit/c42221512bfdab7ac792963d459bf9f8dac3954c))
### Docs
* fix readme for anonymization ([#559](https://github.com/k8sgpt-ai/k8sgpt/issues/559)) ([70bec05](https://github.com/k8sgpt-ai/k8sgpt/commit/70bec050d854be6f559065278d6a583d8e0e333b))
## [0.3.11](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.10...v0.3.11) (2023-07-14)
### Features
* admission webhooks ([#553](https://github.com/k8sgpt-ai/k8sgpt/issues/553)) ([06e8532](https://github.com/k8sgpt-ai/k8sgpt/commit/06e8532f88616a988a4e41ed8cdac62cf0f243a5))
### Other
* **deps:** update docker/setup-buildx-action digest to 4c0219f ([#547](https://github.com/k8sgpt-ai/k8sgpt/issues/547)) ([1a3f299](https://github.com/k8sgpt-ai/k8sgpt/commit/1a3f2992108e857f8c8c07eff16599d00b50110e))
## [0.3.10](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.9...v0.3.10) (2023-07-12)
### Features
* add Validating/Mutating webhook analyzer ([#548](https://github.com/k8sgpt-ai/k8sgpt/issues/548)) ([750a10d](https://github.com/k8sgpt-ai/k8sgpt/commit/750a10d44c59bc90de5241d1128ee74fa38bf350))
### Bug Fixes
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.298 ([#545](https://github.com/k8sgpt-ai/k8sgpt/issues/545)) ([d1096dc](https://github.com/k8sgpt-ai/k8sgpt/commit/d1096dc31a692013f40980649e5cc2d402869ceb))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.299 ([#549](https://github.com/k8sgpt-ai/k8sgpt/issues/549)) ([ecd7790](https://github.com/k8sgpt-ai/k8sgpt/commit/ecd7790efe2ca88259451761202c90cb842ff04b))
* **deps:** update module github.com/sashabaranov/go-openai to v1.13.0 ([#399](https://github.com/k8sgpt-ai/k8sgpt/issues/399)) ([21df094](https://github.com/k8sgpt-ai/k8sgpt/commit/21df094bda31a14235fb2244e8cef74d3c92d919))
* **deps:** update module github.com/sashabaranov/go-openai to v1.14.0 ([#550](https://github.com/k8sgpt-ai/k8sgpt/issues/550)) ([9dcab94](https://github.com/k8sgpt-ai/k8sgpt/commit/9dcab945460e5972f895fa5302e3425750d635c7))
* **deps:** update module golang.org/x/term to v0.10.0 ([#542](https://github.com/k8sgpt-ai/k8sgpt/issues/542)) ([1276b3e](https://github.com/k8sgpt-ai/k8sgpt/commit/1276b3e89715b1cfb553e60d4f25592acef80a6f))
## [0.3.9](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.8...v0.3.9) (2023-07-04)
### Features
* details flag to list command ([#537](https://github.com/k8sgpt-ai/k8sgpt/issues/537)) ([2309b0d](https://github.com/k8sgpt-ai/k8sgpt/commit/2309b0dfe20e27b6afe283a6be21ad7a0652ac99))
* upgrading azure client impl ([#526](https://github.com/k8sgpt-ai/k8sgpt/issues/526)) ([367fe8f](https://github.com/k8sgpt-ai/k8sgpt/commit/367fe8f74c6a9e26f0d9c3b25a86093530fb85b2))
* upgrading the proto files to fix user issues ([#515](https://github.com/k8sgpt-ai/k8sgpt/issues/515)) ([c88fc88](https://github.com/k8sgpt-ai/k8sgpt/commit/c88fc889e4f6089e48f37d90e349d5c61ea0b952))
### Bug Fixes
* 'intergration' typos ([#508](https://github.com/k8sgpt-ai/k8sgpt/issues/508)) ([64b93c9](https://github.com/k8sgpt-ai/k8sgpt/commit/64b93c9116b6a7f82419f1c4fff98fa68b8c0aca))
* add --no-install for activate command ([#536](https://github.com/k8sgpt-ai/k8sgpt/issues/536)) ([1f5462c](https://github.com/k8sgpt-ai/k8sgpt/commit/1f5462c80bd04f63c2b55889c987634251635812))
* **deps:** update module buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go to v1.3.0-20230620082254-6f80f9533908.1 ([#516](https://github.com/k8sgpt-ai/k8sgpt/issues/516)) ([06e50d5](https://github.com/k8sgpt-ai/k8sgpt/commit/06e50d57db3aa2e5a68b093e2ba25c0e33dc6343))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.284 ([#501](https://github.com/k8sgpt-ai/k8sgpt/issues/501)) ([d87127a](https://github.com/k8sgpt-ai/k8sgpt/commit/d87127a309734847a56bf95c2e947e2270f94a88))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.286 ([#514](https://github.com/k8sgpt-ai/k8sgpt/issues/514)) ([b9cf522](https://github.com/k8sgpt-ai/k8sgpt/commit/b9cf5226853619655e98f2156bfd0b8513511bb3))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.288 ([#519](https://github.com/k8sgpt-ai/k8sgpt/issues/519)) ([57695b4](https://github.com/k8sgpt-ai/k8sgpt/commit/57695b44b6429319860a76e4e02016dafe3ed0b0))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.289 ([#524](https://github.com/k8sgpt-ai/k8sgpt/issues/524)) ([fafb695](https://github.com/k8sgpt-ai/k8sgpt/commit/fafb69544f4edda670bad6973332a20a7f0f055e))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.292 ([#530](https://github.com/k8sgpt-ai/k8sgpt/issues/530)) ([566f752](https://github.com/k8sgpt-ai/k8sgpt/commit/566f7525eef9f65dd2ab6a47bd0012bfb91e2a12))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.294 ([#535](https://github.com/k8sgpt-ai/k8sgpt/issues/535)) ([3067fa9](https://github.com/k8sgpt-ai/k8sgpt/commit/3067fa98f4a8990c9a930e53ad93f89cf35e0d62))
* **deps:** update module github.com/aws/aws-sdk-go to v1.44.295 ([#540](https://github.com/k8sgpt-ai/k8sgpt/issues/540)) ([767e4cb](https://github.com/k8sgpt-ai/k8sgpt/commit/767e4cbc4127e2017a3a9c4b182ccc833debc6a5))
* **deps:** update module github.com/prometheus/client_golang to v1.16.0 ([#507](https://github.com/k8sgpt-ai/k8sgpt/issues/507)) ([14e5691](https://github.com/k8sgpt-ai/k8sgpt/commit/14e5691190bf772c05477cbcb811ed71bec450a3))
* **deps:** update module google.golang.org/grpc to v1.56.0 ([#510](https://github.com/k8sgpt-ai/k8sgpt/issues/510)) ([f3e0b9b](https://github.com/k8sgpt-ai/k8sgpt/commit/f3e0b9b56d13397c79f57e76bdd6b741bb565fb4))
* **deps:** update module google.golang.org/grpc to v1.56.1 ([#520](https://github.com/k8sgpt-ai/k8sgpt/issues/520)) ([be52308](https://github.com/k8sgpt-ai/k8sgpt/commit/be52308c99f6aed73e2c20d260823795d45876f5))
* **deps:** update module helm.sh/helm/v3 to v3.12.1 ([#503](https://github.com/k8sgpt-ai/k8sgpt/issues/503)) ([0f03ddc](https://github.com/k8sgpt-ai/k8sgpt/commit/0f03ddcf0f5ec79bc6dbb74c654e0d8fac634a0a))
* displaying correct yaml config location on app start ([#521](https://github.com/k8sgpt-ai/k8sgpt/issues/521)) ([b7d4602](https://github.com/k8sgpt-ai/k8sgpt/commit/b7d4602cb8aaaa0c22a0a5941d8c6edad7c58db4))
* remove provider from default on delete ([#529](https://github.com/k8sgpt-ai/k8sgpt/issues/529)) ([5a983c4](https://github.com/k8sgpt-ai/k8sgpt/commit/5a983c4a0a511389e25cffe12999b903b85cd96d))
* typo in add command ([#539](https://github.com/k8sgpt-ai/k8sgpt/issues/539)) ([da750df](https://github.com/k8sgpt-ai/k8sgpt/commit/da750df16bde878f7619aa58ef5e7ef7d3173b2b))
### Other
* **deps:** update anchore/sbom-action action to v0.14.3 ([#517](https://github.com/k8sgpt-ai/k8sgpt/issues/517)) ([0521060](https://github.com/k8sgpt-ai/k8sgpt/commit/05210604109a6e892bb465df11038b8c24d68076))
* **deps:** update docker/build-push-action digest to 2eb1c19 ([#499](https://github.com/k8sgpt-ai/k8sgpt/issues/499)) ([9df75cc](https://github.com/k8sgpt-ai/k8sgpt/commit/9df75cc959f7ed23cae8e3761498ea6c56885788))
* **deps:** update docker/login-action digest to 465a078 ([#488](https://github.com/k8sgpt-ai/k8sgpt/issues/488)) ([c15a561](https://github.com/k8sgpt-ai/k8sgpt/commit/c15a561b635dc678bb8de15c6623914942475537))
* **deps:** update docker/setup-buildx-action digest to 16c0bc4 ([#532](https://github.com/k8sgpt-ai/k8sgpt/issues/532)) ([5662d59](https://github.com/k8sgpt-ai/k8sgpt/commit/5662d5932ff3beb8c1a31fc2088c5e703e90ec79))
* **deps:** update docker/setup-buildx-action digest to ecf9528 ([#498](https://github.com/k8sgpt-ai/k8sgpt/issues/498)) ([f4d7876](https://github.com/k8sgpt-ai/k8sgpt/commit/f4d78768388774f62d87acd89e71689535e538f7))
* **deps:** update google-github-actions/release-please-action digest to 8016a66 ([#523](https://github.com/k8sgpt-ai/k8sgpt/issues/523)) ([d56861d](https://github.com/k8sgpt-ai/k8sgpt/commit/d56861d4bad475da09992813fc256a0d99399eab))
* **deps:** update reviewdog/action-golangci-lint digest to 22adb9d ([#525](https://github.com/k8sgpt-ai/k8sgpt/issues/525)) ([3146754](https://github.com/k8sgpt-ai/k8sgpt/commit/314675477917063dcfb847880fb3186f8bdf32f6))
* **deps:** update reviewdog/action-golangci-lint digest to 994abff ([#513](https://github.com/k8sgpt-ai/k8sgpt/issues/513)) ([1819c3b](https://github.com/k8sgpt-ai/k8sgpt/commit/1819c3bf1512291cd637c115e8b82c9e0e8885a0))
* sorting out the dependency hell ([#518](https://github.com/k8sgpt-ai/k8sgpt/issues/518)) ([cd7807a](https://github.com/k8sgpt-ai/k8sgpt/commit/cd7807a48481f298422d9b1c8066b431fad3ae5a))
## [0.3.8](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.7...v0.3.8) (2023-06-15)
### Features
* fix for s3 cache from operator ([f6db6ce](https://github.com/k8sgpt-ai/k8sgpt/commit/f6db6ce86163dcb4b5ec4bd99b8a3842dd0c60bb))
### Bug Fixes
* **deps:** update kubernetes packages to v0.27.3 ([#504](https://github.com/k8sgpt-ai/k8sgpt/issues/504)) ([b1c6ec3](https://github.com/k8sgpt-ai/k8sgpt/commit/b1c6ec3c0919649bc551ec0047a1d9c2420f4264))
## [0.3.7](https://github.com/k8sgpt-ai/k8sgpt/compare/v0.3.6...v0.3.7) (2023-06-13)

View File

@@ -30,7 +30,7 @@ We're happy that you want to contribute to this project. Please read the section
- Assign yourself to the issue, if you are working on it (if you are not a member of the organization, please leave a comment on the issue)
- Make your changes
- Keep pull requests small and focused, if you have multiple changes, please open multiple PRs
- Create a pull request back to the upstream repository and follow the [pull request template](.github/pull_request_template.md) guidelines.
- Create a pull request back to the upstream repository and follow follow the [pull request template](.github/pull_request_template.md) guidelines.
- Wait for a review and address any comments
**Opening PRs**

241
README.md
View File

@@ -8,19 +8,12 @@
![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/k8sgpt-ai/k8sgpt/release.yaml)
![GitHub release (latest by date)](https://img.shields.io/github/v/release/k8sgpt-ai/k8sgpt)
[![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)
[![Link to documentation](https://img.shields.io/static/v1?label=%F0%9F%93%96&message=Documentation&color=blue)](https://docs.k8sgpt.ai/)
`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>
<img src="images/demo4.gif" width=650px; />
@@ -41,7 +34,7 @@ brew install k8sgpt
**32 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_386.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_386.rpm
sudo rpm -ivh k8sgpt_386.rpm
```
<!---x-release-please-end-->
@@ -50,7 +43,7 @@ brew install k8sgpt
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_amd64.rpm
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_amd64.rpm
sudo rpm -ivh -i k8sgpt_amd64.rpm
```
<!---x-release-please-end-->
@@ -62,7 +55,7 @@ brew install k8sgpt
**32 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_386.deb
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_386.deb
sudo dpkg -i k8sgpt_386.deb
```
<!---x-release-please-end-->
@@ -70,7 +63,7 @@ brew install k8sgpt
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_amd64.deb
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_amd64.deb
sudo dpkg -i k8sgpt_amd64.deb
```
<!---x-release-please-end-->
@@ -83,14 +76,14 @@ brew install k8sgpt
**32 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_386.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_386.apk
apk add k8sgpt_386.apk
```
<!---x-release-please-end-->
**64 bit:**
<!---x-release-please-start-version-->
```
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.34/k8sgpt_amd64.apk
curl -LO https://github.com/k8sgpt-ai/k8sgpt/releases/download/v0.3.7/k8sgpt_amd64.apk
apk add k8sgpt_amd64.apk
```
<!---x-release-please-end-->x
@@ -128,14 +121,14 @@ _This mode of operation is ideal for continuous monitoring of your cluster and c
## Quick Start
* Currently, the default AI provider is OpenAI, you will need to generate an API key from [OpenAI](https://openai.com)
* 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.
* You also run `k8sgpt analyze --with-doc` (with or without the explain flag) to get the official documention from kubernetes.
## Analyzers
@@ -156,18 +149,12 @@ you will be able to write your own analyzers.
- [x] deploymentAnalyzer
- [x] cronJobAnalyzer
- [x] nodeAnalyzer
- [x] mutatingWebhookAnalyzer
- [x] validatingWebhookAnalyzer
#### Optional
- [x] hpaAnalyzer
- [x] pdbAnalyzer
- [x] networkPolicyAnalyzer
- [x] gatewayClass
- [x] gateway
- [x] httproute
- [x] logAnalyzer
## Examples
@@ -255,7 +242,7 @@ k8sgpt auth update $MY_BACKEND1,$MY_BACKEND2..
_Remove configured backends_
```
k8sgpt auth remove -b $MY_BACKEND1,$MY_BACKEND2..
k8sgpt auth remove $MY_BACKEND1,$MY_BACKEND2..
```
_List integrations_
@@ -291,34 +278,84 @@ k8sgpt serve
_Analysis with serve mode_
```
grpcurl -plaintext -d '{"namespace": "k8sgpt", "explain": false}' localhost:8080 schema.v1.ServerService/Analyze
curl -X GET "http://localhost:8080/analyze?namespace=k8sgpt&explain=false"
```
</details>
## LLM AI Backends
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).
## Key Features
You can list available providers using `k8sgpt auth list`:
<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:
```
Default:
k8sgpt auth add --backend localai --model <model_name> --baseurl http://localhost:8080/v1
```
Now you can analyze with the `localai` backend:
```
k8sgpt analyze --explain --backend localai
```
</details>
<details>
<summary> AzureOpenAI provider </summary>
<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.
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>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:
Active:
> openai
> localai
> azureopenai
> cohere
> amazonbedrock
> amazonsagemaker
> google
> huggingface
Unused:
> localai
> noopai
> googlevertexai
```
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_
@@ -327,14 +364,16 @@ 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>
<summary> Anonymization </summary>
1. Error reported during analysis:
```bash
Error: HorizontalPodAutoscaler uses StatefulSet/fake-deployment as ScaleTargetRef which does not exist.
@@ -355,62 +394,12 @@ The Kubernetes system is trying to scale a StatefulSet named tGLcCRcHa1Ce5Rs usi
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.
```
Note: **Anonymization does not currently apply to events.**
### Further Details
**Anonymization does not currently apply to events.**
*In a few analysers like Pod, we feed to the AI backend the event messages which are not known beforehand thus we are not masking them for the **time being**.*
- The following is the list of analysers in which data is **being masked**:-
- Statefulset
- Service
- PodDisruptionBudget
- Node
- NetworkPolicy
- Ingress
- HPA
- Deployment
- Cronjob
- The following is the list of analysers in which data is **not being masked**:-
- RepicaSet
- PersistentVolumeClaim
- Pod
- Log
- **_*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._
- The following is the list of fields which are not **being masked**:-
- Describe
- ObjectStatus
- Replicas
- ContainerStatus
- **_*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))_.
### 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.
</details>
<details>
<summary> Configuration management</summary>
`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:
@@ -422,75 +411,31 @@ Config file locations:
</details>
<details>
There may be scenarios where caching remotely is preferred.
In these scenarios K8sGPT supports AWS S3 or Azure Blob storage Integration.
There may be scenarios where caching remotely is prefered.
In these scenarios K8sGPT supports AWS S3 Integration.
<summary> Remote caching </summary>
<em>Note: You can only configure and use only one remote cache at a time</em>
<summary> Remote caching </summary>
_As a prerequisite `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY` are required as environmental variables._
_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
Note: this will create the bucket if it does not exist
```
k8sgpt cache add --region <aws region> --bucket <name>
```
_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
Note: this will not delete the bucket
```
k8sgpt cache remove
k8sgpt cache remove --bucket <name>
```
</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_
</details>
## Documentation
@@ -501,12 +446,8 @@ Find our official documentation available [here](https://docs.k8sgpt.ai)
Please read our [contributing guide](./CONTRIBUTING.md).
## Community
Find us on [Slack](https://join.slack.com/t/k8sgpt/shared_invite/zt-276pa9uyq-pxAUr4TCVHubFxEvLZuT1Q)
Find us on [Slack](https://join.slack.com/t/k8sgpt/shared_invite/zt-1rwe5fpzq-VNtJK8DmYbbm~iWL1H34nw)
<a href="https://github.com/k8sgpt-ai/k8sgpt/graphs/contributors">
<img src="https://contrib.rocks/image?repo=k8sgpt-ai/k8sgpt" />
</a>
## 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

@@ -8,4 +8,4 @@ For example if there is a vulnerability in release `0.1.0` we will fix that rele
## Reporting a Vulnerability
If you are aware of a vulnerability please feel free to disclose it responsibly to contact@k8sgpt.ai or to one of our maintainers in our Slack community.
If you are aware of a vulnverability please feel free to disclose it responsibly to contact@k8sgpt.ai or to one of our maintainers in our Slack community.

View File

@@ -16,28 +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
anonymize bool
maxConcurrency int
withDoc bool
interactiveMode bool
customAnalysis 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
@@ -48,72 +43,37 @@ 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,
nocache,
explain,
maxConcurrency,
withDoc,
interactiveMode,
)
// AnalysisResult configuration
config, err := analysis.NewAnalysis(backend,
language, filters, namespace, nocache, explain, maxConcurrency, withDoc)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
defer config.Close()
if customAnalysis {
config.RunCustomAnalysis()
}
config.RunAnalysis()
if explain {
if err := config.GetAIResults(output, anonymize); err != nil {
err := config.GetAIResults(output, anonymize)
if err != nil {
color.Red("Error: %v", err)
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)
}
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
@@ -125,7 +85,7 @@ 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
@@ -134,9 +94,4 @@ 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")
}

View File

@@ -26,28 +26,16 @@ import (
"golang.org/x/term"
)
const (
defaultBackend = "openai"
defaultModel = "gpt-3.5-turbo"
)
var addCmd = &cobra.Command{
Use: "add",
Short: "Add new provider",
Long: "The add command allows to configure a new backend AI provider",
Short: "Configure new provider",
Long: "The new command allows to configure a new backend AI provider",
PreRun: func(cmd *cobra.Command, args []string) {
backend, _ := cmd.Flags().GetString("backend")
if strings.ToLower(backend) == "azureopenai" {
_ = cmd.MarkFlagRequired("engine")
_ = cmd.MarkFlagRequired("baseurl")
}
if strings.ToLower(backend) == "amazonsagemaker" {
_ = cmd.MarkFlagRequired("endpointname")
_ = cmd.MarkFlagRequired("providerRegion")
}
if strings.ToLower(backend) == "amazonbedrock" {
_ = cmd.MarkFlagRequired("providerRegion")
}
},
Run: func(cmd *cobra.Command, args []string) {
@@ -77,31 +65,14 @@ var addCmd = &cobra.Command{
}
// check if backend is not empty and a valid value
if backend == "" {
color.Yellow(fmt.Sprintf("Warning: backend input is empty, will use the default value: %s", defaultBackend))
backend = defaultBackend
} else {
if !validBackend(ai.Backends, backend) {
color.Red("Error: Backend AI accepted values are '%v'", strings.Join(ai.Backends, ", "))
os.Exit(1)
}
if backend == "" || !validBackend(ai.Backends, backend) {
color.Red("Error: Backend AI cannot be empty and accepted values are '%v'", strings.Join(ai.Backends, ", "))
os.Exit(1)
}
// check if model is not empty
if model == "" {
model = defaultModel
color.Yellow(fmt.Sprintf("Warning: model input is empty, will use the default value: %s", defaultModel))
}
if temperature > 1.0 || temperature < 0.0 {
color.Red("Error: temperature ranges from 0 to 1.")
os.Exit(1)
}
if topP > 1.0 || topP < 0.0 {
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.")
color.Red("Error: Model cannot be empty.")
os.Exit(1)
}
@@ -118,19 +89,11 @@ var addCmd = &cobra.Command{
// create new provider object
newProvider := ai.AIProvider{
Name: backend,
Model: model,
Password: password,
BaseURL: baseURL,
EndpointName: endpointName,
Engine: engine,
Temperature: temperature,
ProviderRegion: providerRegion,
ProviderId: providerId,
CompartmentId: compartmentId,
TopP: topP,
TopK: topK,
MaxTokens: maxTokens,
Name: backend,
Model: model,
Password: password,
BaseURL: baseURL,
Engine: engine,
}
if providerIndex == -1 {
@@ -151,29 +114,13 @@ var addCmd = &cobra.Command{
func init() {
// add flag for backend
addCmd.Flags().StringVarP(&backend, "backend", "b", defaultBackend, "Backend AI provider")
addCmd.Flags().StringVarP(&backend, "backend", "b", "openai", "Backend AI provider")
// add flag for model
addCmd.Flags().StringVarP(&model, "model", "m", defaultModel, "Backend AI model")
addCmd.Flags().StringVarP(&model, "model", "m", "gpt-3.5-turbo", "Backend AI model")
// add flag for password
addCmd.Flags().StringVarP(&password, "password", "p", "", "Backend AI password")
// 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)")
// 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.")
// 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)")
//add flag for amazonbedrock region name
addCmd.Flags().StringVarP(&providerRegion, "providerRegion", "r", "", "Provider Region name (only for amazonbedrock, googlevertexai backend)")
//add flag for vertexAI Project ID
addCmd.Flags().StringVarP(&providerId, "providerId", "i", "", "Provider specific ID for e.g. project (only for googlevertexai backend)")
//add flag for OCI Compartment ID
addCmd.Flags().StringVarP(&compartmentId, "compartmentId", "k", "", "Compartment ID for generative AI model (only for oci backend)")
addCmd.Flags().StringVarP(&engine, "engine", "e", "", "Azure AI deployment name")
}

View File

@@ -19,19 +19,11 @@ import (
)
var (
backend string
password string
baseURL string
endpointName string
model string
engine string
temperature float32
providerRegion string
providerId string
compartmentId string
topP float32
topK int32
maxTokens int
backend string
password string
baseURL string
model string
engine string
)
var configAI ai.AIConfiguration

View File

@@ -23,8 +23,6 @@ import (
"github.com/spf13/viper"
)
var details bool
var listCmd = &cobra.Command{
Use: "list",
Short: "List configured providers",
@@ -57,13 +55,6 @@ var listCmd = &cobra.Command{
}
if providerExists {
fmt.Printf("> %s\n", color.GreenString(aiBackend))
if details {
for _, provider := range configAI.Providers {
if provider.Name == aiBackend {
printDetails(provider)
}
}
}
}
}
fmt.Print(color.YellowString("Unused: \n"))
@@ -80,19 +71,3 @@ var listCmd = &cobra.Command{
}
},
}
func init() {
listCmd.Flags().BoolVar(&details, "details", false, "Print active provider configuration details")
}
func printDetails(provider ai.AIProvider) {
if provider.Model != "" {
fmt.Printf(" - Model: %s\n", provider.Model)
}
if provider.Engine != "" {
fmt.Printf(" - Engine: %s\n", provider.Engine)
}
if provider.BaseURL != "" {
fmt.Printf(" - BaseURL: %s\n", provider.BaseURL)
}
}

View File

@@ -23,45 +23,39 @@ import (
)
var removeCmd = &cobra.Command{
Use: "remove",
Short: "Remove provider(s)",
Long: "The command to remove AI backend provider(s)",
PreRun: func(cmd *cobra.Command, args []string) {
_ = cmd.MarkFlagRequired("backends")
},
Use: "remove [backend(s)]",
Short: "Remove a provider",
Long: "The command to remove an AI backend provider",
Args: cobra.ExactArgs(1),
Run: func(cmd *cobra.Command, args []string) {
if backend == "" {
color.Red("Error: backends must be set.")
_ = cmd.Help()
return
}
inputBackends := strings.Split(backend, ",")
inputBackends := strings.Split(args[0], ",")
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
if len(inputBackends) == 0 {
color.Red("Error: backend must be set.")
os.Exit(1)
}
for _, b := range inputBackends {
foundBackend := false
for i, provider := range configAI.Providers {
if b == provider.Name {
foundBackend = true
configAI.Providers = append(configAI.Providers[:i], configAI.Providers[i+1:]...)
if configAI.DefaultProvider == b {
configAI.DefaultProvider = "openai"
}
color.Green("%s deleted from the AI backend provider list", b)
break
}
}
if !foundBackend {
color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", b)
color.Red("Error: %s does not exist in configuration file. Please use k8sgpt auth new.", backend)
os.Exit(1)
}
}
}
viper.Set("ai", configAI)
if err := viper.WriteConfig(); err != nil {
color.Red("Error writing config file: %s", err.Error())
@@ -70,8 +64,3 @@ var removeCmd = &cobra.Command{
},
}
func init() {
// add flag for backends
removeCmd.Flags().StringVarP(&backend, "backends", "b", "", "Backend AI providers to remove (separated by a comma)")
}

View File

@@ -49,10 +49,6 @@ var updateCmd = &cobra.Command{
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)
}
for _, b := range inputBackends {
foundBackend := false
@@ -78,7 +74,6 @@ var updateCmd = &cobra.Command{
if engine != "" {
configAI.Providers[i].Engine = engine
}
configAI.Providers[i].Temperature = temperature
color.Green("%s updated in the AI backend provider list", b)
}
}
@@ -106,8 +101,6 @@ func init() {
updateCmd.Flags().StringVarP(&password, "password", "p", "", "Update backend AI password")
// update flag for url
updateCmd.Flags().StringVarP(&baseURL, "baseurl", "u", "", "Update URL AI provider, (e.g `http://localhost:8080/v1`)")
// add flag for temperature
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")
}

45
cmd/cache/add.go vendored
View File

@@ -25,37 +25,18 @@ import (
var (
region string
//nolint:unused
bucketName string
storageAccount string
containerName string
projectId string
endpoint string
insecure bool
)
// addCmd represents the add command
var addCmd = &cobra.Command{
Use: "add [cache type]",
Use: "add",
Short: "Add a remote cache",
Long: `This command allows you to add a remote cache to store the results of an analysis.
The supported cache types are:
- Azure Blob storage
- Google Cloud storage
- S3`,
Run: func(cmd *cobra.Command, args []string) {
if len(args) == 0 {
color.Red("Error: Please provide a value for cache types. Run k8sgpt cache add --help")
os.Exit(1)
}
fmt.Println(color.YellowString("Adding remote based cache"))
cacheType := args[0]
remoteCache, err := cache.NewCacheProvider(cacheType, bucketName, region, endpoint, storageAccount, containerName, projectId, insecure)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
err = cache.AddRemoteCache(remoteCache)
fmt.Println(color.YellowString("Adding remote S3 based cache"))
err := cache.AddRemoteCache(bucketname, region)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
@@ -65,19 +46,9 @@ 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(&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")
addCmd.MarkFlagsRequiredTogether("storageacc", "container")
// Tedious check to ensure we don't include arguments from different providers
addCmd.MarkFlagsMutuallyExclusive("region", "storageacc")
addCmd.MarkFlagsMutuallyExclusive("region", "container")
addCmd.MarkFlagsMutuallyExclusive("bucket", "storageacc")
addCmd.MarkFlagsMutuallyExclusive("bucket", "container")
addCmd.MarkFlagsMutuallyExclusive("projectid", "storageacc")
addCmd.MarkFlagsMutuallyExclusive("projectid", "container")
addCmd.Flags().StringVarP(&region, "region", "r", "", "The region to use for the cache")
addCmd.Flags().StringVarP(&bucketname, "bucket", "b", "", "The name of the bucket to use for the cache")
addCmd.MarkFlagRequired("bucket")
addCmd.MarkFlagRequired("region")
}

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()
},
}

24
cmd/cache/list.go vendored
View File

@@ -16,11 +16,9 @@ package cache
import (
"os"
"reflect"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/olekukonko/tablewriter"
"github.com/spf13/cobra"
)
@@ -32,32 +30,22 @@ var listCmd = &cobra.Command{
Run: func(cmd *cobra.Command, args []string) {
// load remote cache if it is configured
c, err := cache.GetCacheConfiguration()
remoteCacheEnabled, err := cache.RemoteCacheEnabled()
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
c := cache.New(false, remoteCacheEnabled)
// list the contents of the cache
names, err := c.List()
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
var headers []string
obj := cache.CacheObjectDetails{}
objType := reflect.TypeOf(obj)
for i := 0; i < objType.NumField(); i++ {
field := objType.Field(i)
headers = append(headers, field.Name)
for _, name := range names {
println(name)
}
table := tablewriter.NewWriter(os.Stdout)
table.SetHeader(headers)
for _, v := range names {
table.Append([]string{v.Name, v.UpdatedAt.String()})
}
table.Render()
},
}

54
cmd/cache/purge.go vendored
View File

@@ -1,54 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package cache
import (
"fmt"
"os"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/spf13/cobra"
)
var purgeCmd = &cobra.Command{
Use: "purge [object name]",
Short: "Purge a remote cache",
Long: "This command allows you to delete/purge one object from the cache",
Run: func(cmd *cobra.Command, args []string) {
if len(args) == 0 {
color.Red("Error: Please provide a value for object name. Run k8sgpt cache purge --help")
os.Exit(1)
}
objectKey := args[0]
fmt.Println(color.YellowString("Purging a remote cache."))
c, err := cache.GetCacheConfiguration()
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
err = c.Remove(objectKey)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
fmt.Println(color.GreenString("Object deleted."))
},
}
func init() {
CacheCmd.AddCommand(purgeCmd)
}

2
cmd/cache/remove.go vendored
View File

@@ -29,7 +29,7 @@ var removeCmd = &cobra.Command{
Long: `This command allows you to remove the remote cache and use the default filecache.`,
Run: func(cmd *cobra.Command, args []string) {
err := cache.RemoveRemoteCache()
err := cache.RemoveRemoteCache(bucketname)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)

View File

@@ -45,13 +45,6 @@ var addCmd = &cobra.Command{
for _, filter := range availableFilters {
if filter == f {
foundFilter = true
// WARNING: This is to enable users correctly understand implications
// of enabling logs
if filter == "Log" {
color.Yellow("Warning: by enabling logs, you will be sending potentially sensitive data to the AI backend.")
}
break
}
}

View File

@@ -15,11 +15,9 @@ package filters
import (
"fmt"
"slices"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/spf13/cobra"
"github.com/spf13/viper"
@@ -32,7 +30,7 @@ var listCmd = &cobra.Command{
Run: func(cmd *cobra.Command, args []string) {
activeFilters := viper.GetStringSlice("active_filters")
coreFilters, additionalFilters, integrationFilters := analyzer.ListFilters()
integration := integration.NewIntegration()
availableFilters := append(append(coreFilters, additionalFilters...), integrationFilters...)
if len(activeFilters) == 0 {
@@ -41,17 +39,12 @@ 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
// OwnsAnalyzer subcommand to check the filter and as the integrationFilters...
// was no match, we know this isn't part of an active integration
if _, err := integration.AnalyzerByIntegration(filter); err != nil {
fmt.Printf("> %s\n", color.GreenString(filter))
}
fmt.Printf("> %s\n", color.GreenString(filter))
}
}
@@ -60,12 +53,13 @@ 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

@@ -21,8 +21,6 @@ import (
"github.com/spf13/viper"
)
var skipInstall bool
// activateCmd represents the activate command
var activateCmd = &cobra.Command{
Use: "activate [integration]",
@@ -41,7 +39,7 @@ var activateCmd = &cobra.Command{
integration := integration.NewIntegration()
// Check if the integation exists
err := integration.Activate(integrationName, namespace, activeFilters, skipInstall)
err := integration.Activate(integrationName, namespace, activeFilters)
if err != nil {
color.Red("Error: %v", err)
return
@@ -53,5 +51,5 @@ 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

@@ -25,8 +25,8 @@ var (
var IntegrationCmd = &cobra.Command{
Use: "integration",
Aliases: []string{"integrations"},
Short: "Integrate another tool into K8sGPT",
Long: `Integrate another tool into K8sGPT. For example:
Short: "Intergrate another tool into K8sGPT",
Long: `Intergrate another tool into K8sGPT. For example:
k8sgpt integration activate trivy

View File

@@ -14,7 +14,6 @@ limitations under the License.
package cmd
import (
"fmt"
"os"
"path/filepath"
@@ -74,7 +73,7 @@ func init() {
rootCmd.AddCommand(integration.IntegrationCmd)
rootCmd.AddCommand(serve.ServeCmd)
rootCmd.AddCommand(cache.CacheCmd)
rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", fmt.Sprintf("Default config file (%s/k8sgpt/k8sgpt.yaml)", xdg.ConfigHome))
rootCmd.PersistentFlags().StringVar(&cfgFile, "config", "", "config file (default is $HOME/.k8sgpt.yaml)")
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

@@ -15,7 +15,6 @@ package serve
import (
"os"
"strconv"
"github.com/fatih/color"
"github.com/k8sgpt-ai/k8sgpt/pkg/ai"
@@ -25,17 +24,10 @@ import (
"go.uber.org/zap"
)
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{
@@ -52,76 +44,22 @@ var ServeCmd = &cobra.Command{
}
var aiProvider *ai.AIProvider
if len(configAI.Providers) == 0 {
// we validate and set temperature for our backend
temperature := func() float32 {
env := os.Getenv("K8SGPT_TEMPERATURE")
if env == "" {
return defaultTemperature
}
temperature, err := strconv.ParseFloat(env, 32)
if err != nil {
color.Red("Unable to convert Temperature value: %v", err)
os.Exit(1)
}
if temperature > 1.0 || temperature < 0.0 {
color.Red("Error: temperature ranges from 0 to 1.")
os.Exit(1)
}
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")
// 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,
Temperature: temperature(),
TopP: topP(),
TopK: topK(),
Name: backend,
Password: password,
Model: model,
BaseURL: baseURL,
Engine: engine,
}
configAI.Providers = append(configAI.Providers, *aiProvider)
@@ -159,18 +97,12 @@ 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,
}
@@ -198,5 +130,4 @@ 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:1.22-alpine3.19 AS builder
FROM golang:1.20.4-alpine3.16 AS builder
ENV CGO_ENABLED=0
ARG VERSION
@@ -36,4 +36,4 @@ WORKDIR /
COPY --from=builder /workspace/k8sgpt .
USER 65532:65532
ENTRYPOINT ["/k8sgpt"]
ENTRYPOINT ["/k8sgpt"]

19
demo Executable file
View File

@@ -0,0 +1,19 @@
#!/bin/bash
########################
# include the magic
########################
. demo-magic.sh
# hide the evidence
clear
pe "./k8sgpt analyze --explain"
pe "./k8sgpt filter list"
pe "./k8sgpt integration list"
pe "./k8sgpt integration activate trivy"
pe "./k8sgpt analyze --filter VulnerabilityReport -o json | jq ."

305
go.mod
View File

@@ -1,187 +1,109 @@
module github.com/k8sgpt-ai/k8sgpt
go 1.22.0
toolchain go1.22.4
go 1.20
require (
github.com/aquasecurity/trivy-operator v0.17.1
github.com/fatih/color v1.17.0
github.com/kedacore/keda/v2 v2.11.2
github.com/aquasecurity/trivy-operator v0.13.2
github.com/fatih/color v1.15.0
github.com/magiconair/properties v1.8.7
github.com/mittwald/go-helm-client v0.12.9
github.com/sashabaranov/go-openai v1.23.0
github.com/schollz/progressbar/v3 v3.14.2
github.com/spf13/cobra v1.8.0
github.com/spf13/viper v1.18.2
github.com/stretchr/testify v1.9.0
golang.org/x/term v0.21.0
helm.sh/helm/v3 v3.15.2
k8s.io/api v0.30.2
k8s.io/apimachinery v0.30.2
k8s.io/client-go v0.30.2
k8s.io/kubectl v0.30.2 // indirect
github.com/mittwald/go-helm-client v0.12.1
github.com/sashabaranov/go-openai v1.9.3
github.com/schollz/progressbar/v3 v3.13.1
github.com/spf13/cobra v1.7.0
github.com/spf13/viper v1.16.0
github.com/stretchr/testify v1.8.4
golang.org/x/term v0.9.0
helm.sh/helm/v3 v3.12.0
k8s.io/api v0.27.2
k8s.io/apimachinery v0.27.2
k8s.io/client-go v0.27.2
k8s.io/kubectl v0.27.2
)
require github.com/adrg/xdg v0.4.0
require (
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc-ecosystem/gateway/v2 v2.19.1-20240406062209-1cc152efbf5c.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20240406062209-1cc152efbf5c.3
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.34.0-20240406062209-1cc152efbf5c.1
cloud.google.com/go/storage v1.40.0
cloud.google.com/go/vertexai v0.7.1
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0
github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.3.2
github.com/aws/aws-sdk-go v1.53.21
github.com/cohere-ai/cohere-go/v2 v2.7.3
github.com/google/generative-ai-go v0.11.0
github.com/grpc-ecosystem/grpc-gateway/v2 v2.19.1
github.com/hupe1980/go-huggingface v0.0.15
github.com/olekukonko/tablewriter v0.0.5
github.com/oracle/oci-go-sdk/v65 v65.65.1
github.com/prometheus/prometheus v0.49.1
github.com/pterm/pterm v0.12.79
google.golang.org/api v0.172.0
gopkg.in/yaml.v2 v2.4.0
sigs.k8s.io/controller-runtime v0.18.4
sigs.k8s.io/gateway-api v1.0.0
buf.build/gen/go/k8sgpt-ai/k8sgpt/grpc/go v1.3.0-20230524215339-41d88e13ab7e.1
buf.build/gen/go/k8sgpt-ai/k8sgpt/protocolbuffers/go v1.30.0-20230524215339-41d88e13ab7e.1
github.com/aws/aws-sdk-go v1.44.281
)
require (
atomicgo.dev/cursor v0.2.0 // indirect
atomicgo.dev/keyboard v0.2.9 // indirect
atomicgo.dev/schedule v0.1.0 // indirect
cloud.google.com/go v0.112.1 // indirect
cloud.google.com/go/ai v0.3.5-0.20240409161017-ce55ad694f21 // indirect
cloud.google.com/go/aiplatform v1.60.0 // indirect
cloud.google.com/go/compute/metadata v0.3.0 // indirect
cloud.google.com/go/iam v1.1.7 // indirect
cloud.google.com/go/longrunning v0.5.6 // indirect
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1 // indirect
github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0 // indirect
github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 // indirect
github.com/Microsoft/hcsshim v0.12.4 // indirect
github.com/alecthomas/units v0.0.0-20231202071711-9a357b53e9c9 // indirect
github.com/anchore/go-struct-converter v0.0.0-20230627203149-c72ef8859ca9 // indirect
github.com/blang/semver/v4 v4.0.0 // indirect
github.com/containerd/console v1.0.3 // indirect
github.com/containerd/errdefs v0.1.0 // indirect
github.com/containerd/log v0.1.0 // indirect
github.com/distribution/reference v0.6.0 // indirect
github.com/evanphx/json-patch/v5 v5.9.0 // indirect
github.com/felixge/httpsnoop v1.0.4 // indirect
github.com/go-kit/log v0.2.1 // indirect
github.com/go-logfmt/logfmt v0.6.0 // indirect
github.com/gofrs/flock v0.8.1 // indirect
github.com/golang-jwt/jwt/v5 v5.2.1 // 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 v0.1.7 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
github.com/googleapis/gax-go/v2 v2.12.3 // indirect
github.com/gookit/color v1.5.4 // indirect
github.com/gorilla/websocket v1.5.2 // indirect
github.com/grafana/regexp v0.0.0-20221122212121-6b5c0a4cb7fd // indirect
github.com/jmespath/go-jmespath v0.4.0 // indirect
github.com/jpillora/backoff v1.0.0 // indirect
github.com/kylelemons/godebug v1.1.0 // indirect
github.com/lithammer/fuzzysearch v1.1.8 // indirect
github.com/moby/docker-image-spec v1.3.1 // indirect
github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
github.com/mxk/go-flowrate v0.0.0-20140419014527-cca7078d478f // indirect
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
github.com/prometheus/common/sigv4 v0.1.0 // indirect
github.com/sagikazarmark/locafero v0.4.0 // indirect
github.com/sagikazarmark/slog-shim v0.1.0 // indirect
github.com/sony/gobreaker v0.5.0 // indirect
github.com/sourcegraph/conc v0.3.0 // indirect
github.com/xo/terminfo v0.0.0-20220910002029-abceb7e1c41e // indirect
go.opencensus.io v0.24.0 // indirect
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.49.0 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.52.0 // indirect
go.opentelemetry.io/otel/metric v1.27.0 // indirect
gomodules.xyz/jsonpatch/v2 v2.4.0 // indirect
google.golang.org/genproto v0.0.0-20240213162025-012b6fc9bca9 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20240401170217-c3f982113cda // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20240610135401-a8a62080eff3 // indirect
gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
knative.dev/pkg v0.0.0-20230616134650-eb63a40adfb0 // indirect
)
require github.com/jmespath/go-jmespath v0.4.0 // 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 v1.4.0 // indirect
github.com/AdaLogics/go-fuzz-headers v0.0.0-20230106234847-43070de90fa1 // indirect
github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 // indirect
github.com/BurntSushi/toml v1.2.1 // 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/semver/v3 v3.2.0 // 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/Masterminds/squirrel v1.5.3 // indirect
github.com/aquasecurity/defsec v0.86.0 // indirect
github.com/aquasecurity/go-dep-parser v0.0.0-20230413091456-df0396537e15 // indirect
github.com/aquasecurity/table v1.8.0 // indirect
github.com/aquasecurity/tml v0.6.1 // indirect
github.com/aquasecurity/trivy v0.47.0 // indirect
github.com/aquasecurity/trivy-db v0.0.0-20231020043206-3770774790ce // indirect
github.com/aquasecurity/trivy v0.40.0 // indirect
github.com/aquasecurity/trivy-db v0.0.0-20230411140759-3c2ee2168575 // 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/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
github.com/docker/cli v26.1.4+incompatible // indirect
github.com/docker/distribution v2.8.3+incompatible // indirect
github.com/docker/docker v27.0.0+incompatible // indirect
github.com/docker/docker-credential-helpers v0.8.2 // indirect
github.com/docker/go-connections v0.5.0 // indirect
github.com/cespare/xxhash/v2 v2.2.0 // indirect
github.com/chai2010/gettext-go v1.0.2 // indirect
github.com/containerd/containerd v1.7.0 // indirect
github.com/cyphar/filepath-securejoin v0.2.3 // indirect
github.com/davecgh/go-spew v1.1.1 // indirect
github.com/docker/cli v23.0.1+incompatible // indirect
github.com/docker/distribution v2.8.2+incompatible // indirect
github.com/docker/docker v23.0.3+incompatible // indirect
github.com/docker/docker-credential-helpers v0.7.0 // 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 v3.10.2 // indirect
github.com/evanphx/json-patch v5.6.0+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/fsnotify/fsnotify v1.6.0 // indirect
github.com/go-errors/errors v1.4.2 // 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 v1.2.4 // 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 v0.19.6 // indirect
github.com/go-openapi/jsonreference v0.20.2 // indirect
github.com/go-openapi/swag v0.22.3 // 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 v0.17.0 // indirect
github.com/google/gnostic v0.6.9
github.com/google/go-cmp v0.5.9 // indirect
github.com/google/go-containerregistry v0.14.0 // 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 v1.3.0 // 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/imdario/mergo v0.3.16 // indirect
github.com/huandu/xstrings v1.4.0 // indirect
github.com/imdario/mergo v0.3.15 // 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 v1.16.0 // indirect
github.com/lann/builder v0.0.0-20180802200727-47ae307949d0 // indirect
github.com/lann/ps v0.0.0-20150810152359-62de8c46ede0 // indirect
github.com/lib/pq v1.10.9 // indirect
github.com/lib/pq v1.10.7 // indirect
github.com/liggitt/tabwriter v0.0.0-20181228230101-89fcab3d43de // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/masahiro331/go-xfs-filesystem v0.0.0-20230608043311-a335f4599b70 // indirect
github.com/masahiro331/go-xfs-filesystem v0.0.0-20221225060805-c02764233454 // indirect
github.com/mattn/go-colorable v0.1.13 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mattn/go-runewidth v0.0.15 // indirect
github.com/mattn/go-isatty v0.0.18 // indirect
github.com/mattn/go-runewidth v0.0.14 // indirect
github.com/matttproud/golang_protobuf_extensions v1.0.4 // indirect
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect
github.com/mitchellh/copystructure v1.2.0 // indirect
github.com/mitchellh/go-wordwrap v1.0.1 // indirect
@@ -189,70 +111,81 @@ require (
github.com/mitchellh/reflectwalk v1.0.2 // indirect
github.com/moby/locker v1.0.1 // indirect
github.com/moby/spdystream v0.2.0 // indirect
github.com/moby/term v0.5.0 // indirect
github.com/moby/term v0.0.0-20221205130635-1aeaba878587 // indirect
github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect
github.com/modern-go/reflect2 v1.0.2 // indirect
github.com/monochromegane/go-gitignore v0.0.0-20200626010858-205db1a8cc00 // indirect
github.com/morikuni/aec v1.0.0 // indirect
github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
github.com/opencontainers/go-digest v1.0.0 // indirect
github.com/opencontainers/image-spec v1.1.0 // indirect
github.com/pelletier/go-toml/v2 v2.1.0 // indirect
github.com/opencontainers/image-spec v1.1.0-rc2.0.20221020182949-4df8887994e8 // indirect
github.com/pelletier/go-toml/v2 v2.0.8 // 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/pmezard/go-difflib v1.0.0 // indirect
github.com/prometheus/client_golang v1.15.1
github.com/prometheus/client_model v0.3.0 // indirect
github.com/prometheus/common v0.42.0 // indirect
github.com/prometheus/procfs v0.9.0 // 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 v1.3.1 // indirect
github.com/russross/blackfriday/v2 v2.1.0 // indirect
github.com/samber/lo v1.38.1 // indirect
github.com/shopspring/decimal v1.4.0 // 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/samber/lo v1.37.0 // indirect
github.com/shopspring/decimal v1.3.1 // indirect
github.com/sirupsen/logrus v1.9.0 // indirect
github.com/spdx/tools-golang v0.5.0 // indirect
github.com/spf13/afero v1.9.5 // indirect
github.com/spf13/cast v1.5.1 // indirect
github.com/spf13/jwalterweatherman v1.1.0 // indirect
github.com/spf13/pflag v1.0.5 // indirect
github.com/subosito/gotenv v1.6.0 // indirect
github.com/subosito/gotenv v1.4.2 // indirect
github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
github.com/xeipuuv/gojsonschema v1.2.0 // indirect
github.com/xlab/treeprint v1.2.0 // indirect
go.opentelemetry.io/otel v1.27.0 // indirect
go.opentelemetry.io/otel/trace v1.27.0 // indirect
go.starlark.net v0.0.0-20240520160348-046347dcd104 // indirect
github.com/xlab/treeprint v1.1.0 // indirect
go.opentelemetry.io/otel v1.14.0 // indirect
go.opentelemetry.io/otel/trace v1.14.0 // indirect
go.starlark.net v0.0.0-20221020143700-22309ac47eac // indirect
go.uber.org/atomic v1.10.0 // indirect
go.uber.org/multierr v1.11.0 // indirect
go.uber.org/zap v1.27.0
golang.org/x/crypto v0.24.0 // indirect
golang.org/x/exp v0.0.0-20240604190554-fc45aab8b7f8 // indirect
golang.org/x/net v0.26.0
golang.org/x/oauth2 v0.21.0 // indirect
golang.org/x/sync v0.7.0 // indirect
golang.org/x/sys v0.21.0 // indirect
golang.org/x/text v0.16.0 // indirect
golang.org/x/time v0.5.0 // indirect
golang.org/x/xerrors v0.0.0-20231012003039-104605ab7028 // indirect
google.golang.org/grpc v1.64.0
google.golang.org/protobuf v1.34.2 // indirect
go.uber.org/zap v1.24.0
golang.org/x/crypto v0.9.0 // indirect
golang.org/x/exp v0.0.0-20230124195608-d38c7dcee874 // indirect
golang.org/x/net v0.10.0 // indirect
golang.org/x/oauth2 v0.7.0 // indirect
golang.org/x/sync v0.1.0 // indirect
golang.org/x/sys v0.9.0 // indirect
golang.org/x/text v0.9.0 // indirect
golang.org/x/time v0.3.0 // indirect
golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
google.golang.org/appengine v1.6.7 // indirect
google.golang.org/genproto v0.0.0-20230410155749-daa745c078e1 // indirect
google.golang.org/grpc v1.55.0
google.golang.org/protobuf v1.30.0 // indirect
gopkg.in/inf.v0 v0.9.1 // indirect
gopkg.in/ini.v1 v1.67.0 // indirect
k8s.io/apiextensions-apiserver v0.30.2
k8s.io/apiserver v0.30.2 // indirect
k8s.io/cli-runtime v0.30.2 // indirect
k8s.io/component-base v0.30.2 // indirect
k8s.io/klog/v2 v2.120.1 // indirect
k8s.io/kube-openapi v0.0.0-20240521193020-835d969ad83a // indirect
k8s.io/utils v0.0.0-20240502163921-fe8a2dddb1d0
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 v0.27.1 // indirect
k8s.io/apiserver v0.27.1 // indirect
k8s.io/cli-runtime v0.27.2 // indirect
k8s.io/component-base v0.27.2 // indirect
k8s.io/klog/v2 v2.90.1 // indirect
k8s.io/kube-openapi v0.0.0-20230501164219-8b0f38b5fd1f // indirect
k8s.io/utils v0.0.0-20230313181309-38a27ef9d749 // indirect
oras.land/oras-go v1.2.2 // 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/yaml v1.4.0 // indirect
sigs.k8s.io/kustomize/api v0.13.2 // indirect
sigs.k8s.io/kustomize/kyaml v0.14.1 // indirect
sigs.k8s.io/structured-merge-diff/v4 v4.2.3 // indirect
sigs.k8s.io/yaml v1.3.0 // 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 oras.land/oras-go => oras.land/oras-go v1.2.3
// v0.3.1-0.20230104082527-d6f58551be3f is taken from github.com/moby/buildkit v0.11.0
// spdx logic write on v0.3.0 and incompatible with v0.3.1-0.20230104082527-d6f58551be3f
replace github.com/spdx/tools-golang => github.com/spdx/tools-golang v0.3.0

2167
go.sum

File diff suppressed because it is too large Load Diff

View File

@@ -1,157 +0,0 @@
package ai
import (
"context"
"encoding/json"
"fmt"
"os"
"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
model string
temperature float32
}
// InvokeModelResponseBody represents the response body structure from the model invocation.
type InvokeModelResponseBody struct {
Completion string `json:"completion"`
Stop_reason string `json:"stop_reason"`
}
// Amazon BedRock support region list US East (N. Virginia),US West (Oregon),Asia Pacific (Singapore),Asia Pacific (Tokyo),Europe (Frankfurt)
// https://docs.aws.amazon.com/bedrock/latest/userguide/what-is-bedrock.html#bedrock-regions
const BEDROCK_DEFAULT_REGION = "us-east-1" // default use us-east-1 region
const (
US_East_1 = "us-east-1"
US_West_2 = "us-west-2"
AP_Southeast_1 = "ap-southeast-1"
AP_Northeast_1 = "ap-northeast-1"
EU_Central_1 = "eu-central-1"
)
var BEDROCKER_SUPPORTED_REGION = []string{
US_East_1,
US_West_2,
AP_Southeast_1,
AP_Northeast_1,
EU_Central_1,
}
const (
ModelAnthropicClaudeV2 = "anthropic.claude-v2"
ModelAnthropicClaudeV1 = "anthropic.claude-v1"
ModelAnthropicClaudeInstantV1 = "anthropic.claude-instant-v1"
)
var BEDROCK_MODELS = []string{
ModelAnthropicClaudeV2,
ModelAnthropicClaudeV1,
ModelAnthropicClaudeInstantV1,
}
// GetModelOrDefault check config model
func GetModelOrDefault(model string) string {
// Check if the provided model is in the list
for _, m := range BEDROCK_MODELS {
if m == model {
return model // Return the provided model
}
}
// Return the default model if the provided model is not in the list
return BEDROCK_MODELS[0]
}
// GetModelOrDefault check config region
func GetRegionOrDefault(region string) string {
if os.Getenv("AWS_DEFAULT_REGION") != "" {
region = os.Getenv("AWS_DEFAULT_REGION")
}
// Check if the provided model is in the list
for _, m := range BEDROCKER_SUPPORTED_REGION {
if m == region {
return region // Return the provided model
}
}
// Return the default model if the provided model is not in the list
return BEDROCK_DEFAULT_REGION
}
// Configure configures the AmazonBedRockClient with the provided configuration.
func (a *AmazonBedRockClient) Configure(config IAIConfig) error {
// Create a new AWS session
providerRegion := GetRegionOrDefault(config.GetProviderRegion())
sess, err := session.NewSession(&aws.Config{
Region: aws.String(providerRegion),
})
if err != nil {
return err
}
// Create a new BedrockRuntime client
a.client = bedrockruntime.New(sess)
a.model = GetModelOrDefault(config.GetModel())
a.temperature = config.GetTemperature()
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) {
// 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
}
// Build the parameters for the model invocation
params := &bedrockruntime.InvokeModelInput{
Body: body,
ModelId: aws.String(a.model),
ContentType: aws.String("application/json"),
Accept: aws.String("application/json"),
}
// Invoke the model
resp, err := a.client.InvokeModelWithContext(ctx, params)
if err != nil {
return "", err
}
// Parse the response body
output := &InvokeModelResponseBody{}
err = json.Unmarshal(resp.Body, output)
if err != nil {
return "", err
}
return output.Completion, nil
}
// GetName returns the name of the AmazonBedRockClient.
func (a *AmazonBedRockClient) GetName() string {
return amazonbedrockAIClientName
}

View File

@@ -1,141 +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"
"encoding/json"
"fmt"
"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
model string
temperature float32
endpoint string
topP float32
topK int32
maxTokens int
}
type Generations []struct {
Generation struct {
Role string `json:"role"`
Content string `json:"content"`
} `json:"generation"`
}
type Request struct {
Inputs [][]Message `json:"inputs"`
Parameters Parameters `json:"parameters"`
}
type Message struct {
Role string `json:"role"`
Content string `json:"content"`
}
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 {
// Create a new AWS session
sess := session.Must(session.NewSessionWithOptions(session.Options{
Config: aws.Config{Region: aws.String(config.GetProviderRegion())},
SharedConfigState: session.SharedConfigEnable,
}))
// Create a new SageMaker runtime client
c.client = sagemakerruntime.New(sess)
c.model = config.GetModel()
c.endpoint = config.GetEndpointName()
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) {
// Create a completion request
request := Request{
Inputs: [][]Message{
{
{Role: "system", Content: "DEFAULT_PROMPT"},
{Role: "user", Content: prompt},
},
},
Parameters: Parameters{
MaxNewTokens: int(c.maxTokens),
TopP: float64(c.topP),
TopK: float64(c.topK),
Temperature: float64(c.temperature),
},
}
// Convert request to []byte
bytesData, err := json.Marshal(request)
if err != nil {
return "", err
}
// Create an input object
input := &sagemakerruntime.InvokeEndpointInput{
Body: bytesData,
EndpointName: aws.String(c.endpoint),
ContentType: aws.String("application/json"), // Set the content type as per your model's requirements
Accept: aws.String("application/json"), // Set the accept type as per your model's requirements
CustomAttributes: aws.String("accept_eula=true"),
}
// Call the InvokeEndpoint function
result, err := c.client.InvokeEndpoint(input)
if err != nil {
return "", err
}
// // Define a slice of Generations
var generations Generations
err = json.Unmarshal([]byte(string(result.Body)), &generations)
if err != nil {
return "", err
}
// Check for length of generations
if len(generations) != 1 {
return "", fmt.Errorf("Expected exactly one generation, but got %d", len(generations))
}
// Access the content
content := generations[0].Generation.Content
return content, nil
}
func (c *SageMakerAIClient) GetName() string {
return amazonsagemakerAIClientName
}

View File

@@ -2,73 +2,50 @@ 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
client *openai.Client
language string
model string
}
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)
defaultConfig.AzureModelMapperFunc = func(model string) string {
// If you use a deployment name different from the model name, you can customize the AzureModelMapperFunc function
azureModelMapping := map[string]string{
model: engine,
}
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,
}
}
defaultConfig := openai.DefaultAzureConfig(token, baseURL, engine)
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,
Role: "user",
Content: fmt.Sprintf(default_prompt, c.language, prompt),
},
},
Temperature: c.temperature,
})
if err != nil {
return "", err
@@ -76,6 +53,42 @@ 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

@@ -1,80 +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"
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"
)
const cohereAIClientName = "cohere"
type CohereClient struct {
nopCloser
client *cohere.Client
model string
temperature float32
maxTokens int
}
func (c *CohereClient) Configure(config IAIConfig) error {
token := config.GetPassword()
opts := []option.RequestOption{
cohere.WithToken(token),
}
baseURL := config.GetBaseURL()
if baseURL != "" {
opts = append(opts, cohere.WithBaseURL(baseURL))
}
client := cohere.NewClient(opts...)
if client == nil {
return errors.New("error creating Cohere client")
}
c.client = client
c.model = config.GetModel()
c.temperature = config.GetTemperature()
c.maxTokens = config.GetMaxTokens()
return nil
}
func (c *CohereClient) GetCompletion(ctx context.Context, prompt string) (string, error) {
// 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 err != nil {
return "", err
}
return response.Text, nil
}
func (c *CohereClient) GetName() string {
return cohereAIClientName
}

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

@@ -15,6 +15,8 @@ package ai
import (
"context"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
)
var (
@@ -23,61 +25,27 @@ var (
&AzureAIClient{},
&LocalAIClient{},
&NoOpAIClient{},
&CohereClient{},
&AmazonBedRockClient{},
&SageMakerAIClient{},
&GoogleGenAIClient{},
&HuggingfaceClient{},
&GoogleVertexAIClient{},
&OCIGenAIClient{},
}
Backends = []string{
openAIClientName,
localAIClientName,
azureAIClientName,
cohereAIClientName,
amazonbedrockAIClientName,
amazonsagemakerAIClientName,
googleAIClientName,
noopAIClientName,
huggingfaceAIClientName,
googleVertexAIClientName,
ociClientName,
"openai",
"localai",
"azureopenai",
"noopai",
}
)
// 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
}
func NewClient(provider string) IAI {
@@ -96,47 +64,17 @@ 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"`
Name string `mapstructure:"name"`
Model string `mapstructure:"model"`
Password string `mapstructure:"password" yaml:"password,omitempty"`
BaseURL string `mapstructure:"baseurl" yaml:"baseurl,omitempty"`
Engine string `mapstructure:"engine" yaml:"engine,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
}
func (p *AIProvider) GetTopP() float32 {
return p.TopP
}
func (p *AIProvider) GetTopK() int32 {
return p.TopK
}
func (p *AIProvider) GetMaxTokens() int {
return p.MaxTokens
}
func (p *AIProvider) GetPassword() string {
return p.Password
}
@@ -148,29 +86,7 @@ func (p *AIProvider) GetModel() string {
func (p *AIProvider) GetEngine() string {
return p.Engine
}
func (p *AIProvider) GetTemperature() float32 {
return p.Temperature
}
func (p *AIProvider) GetProviderRegion() string {
return p.ProviderRegion
}
func (p *AIProvider) GetProviderId() string {
return p.ProviderId
}
func (p *AIProvider) GetCompartmentId() string {
return p.CompartmentId
}
var passwordlessProviders = []string{"localai", "amazonsagemaker", "amazonbedrock", "googlevertexai", "oci"}
func NeedPassword(backend string) bool {
for _, b := range passwordlessProviders {
if b == backend {
return false
}
}
return true
return backend != "localai"
}

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

@@ -15,81 +15,57 @@ 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"
)
const openAIClientName = "openai"
"github.com/fatih/color"
)
type OpenAIClient struct {
nopCloser
client *openai.Client
model string
temperature float32
topP float32
client *openai.Client
language string
model string
}
const (
// OpenAI completion parameters
maxToken = 2048
presencePenalty = 0.0
frequencyPenalty = 0.0
)
func (c *OpenAIClient) Configure(config IAIConfig) error {
func (c *OpenAIClient) Configure(config IAIConfig, language string) error {
token := config.GetPassword()
defaultConfig := openai.DefaultConfig(token)
proxyEndpoint := config.GetProxyEndpoint()
baseURL := config.GetBaseURL()
if baseURL != "" {
defaultConfig.BaseURL = baseURL
}
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,
}
}
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,
})
if err != nil {
return "", err
@@ -97,6 +73,42 @@ 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)
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 *OpenAIClient) GetName() string {
return "openai"
}

View File

@@ -6,54 +6,10 @@ const (
Error: {Explain error here}
Solution: {Step by step solution here}
`
trivy_vuln_prompt = "Explain the following trivy scan result and the detail risk or root cause of the CVE ID, then provide a solution. Response in %s: %s"
trivy_conf_prompt = "Explain the following trivy scan result and the detail risk or root cause of the security check, then provide a solution."
prom_conf_prompt = `Simplify the following Prometheus error message delimited by triple dashes written in --- %s --- language; --- %s ---.
This error came when validating the Prometheus configuration file.
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}
`
trivy_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"
)
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,
"default": default_prompt,
"VulnerabilityReport": trivy_prompt, // for Trivy intergration, the key should match `Result.Kind` in pkg/common/types.go
}

View File

@@ -15,9 +15,9 @@ package analysis
import (
"context"
"encoding/base64"
"errors"
"fmt"
"os"
"reflect"
"strings"
"sync"
@@ -28,7 +28,6 @@ import (
"github.com/k8sgpt-ai/k8sgpt/pkg/analyzer"
"github.com/k8sgpt-ai/k8sgpt/pkg/cache"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/custom"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/schollz/progressbar/v3"
@@ -39,7 +38,6 @@ type Analysis struct {
Context context.Context
Filters []string
Client *kubernetes.Client
Language string
AIClient ai.IAI
Results []common.Result
Errors []string
@@ -51,10 +49,8 @@ type Analysis struct {
WithDoc bool
}
type (
AnalysisStatus string
AnalysisErrors []string
)
type AnalysisStatus string
type AnalysisErrors []string
const (
StateOK AnalysisStatus = "OK"
@@ -69,70 +65,25 @@ type JsonOutput struct {
Results []common.Result `json:"results"`
}
func NewAnalysis(
backend string,
language string,
filters []string,
namespace string,
noCache bool,
explain bool,
maxConcurrency int,
withDoc bool,
interactiveMode bool,
) (*Analysis, error) {
// Get kubernetes client from viper.
kubecontext := viper.GetString("kubecontext")
kubeconfig := viper.GetString("kubeconfig")
client, err := kubernetes.NewClient(kubecontext, kubeconfig)
if err != nil {
return nil, fmt.Errorf("initialising kubernetes client: %w", err)
}
// Load remote cache if it is configured.
cache, err := cache.GetCacheConfiguration()
if err != nil {
return nil, err
}
if noCache {
cache.DisableCache()
}
a := &Analysis{
Context: context.Background(),
Filters: filters,
Client: client,
Language: language,
Namespace: namespace,
Cache: cache,
Explain: explain,
MaxConcurrency: maxConcurrency,
WithDoc: withDoc,
}
if !explain {
// Return early if AI use was not requested.
return a, nil
}
func NewAnalysis(backend string, language string, filters []string, namespace string, noCache bool, explain bool, maxConcurrency int, withDoc bool) (*Analysis, error) {
var configAI ai.AIConfiguration
if err := viper.UnmarshalKey("ai", &configAI); err != nil {
return nil, err
err := viper.UnmarshalKey("ai", &configAI)
if err != nil {
color.Red("Error: %v", err)
os.Exit(1)
}
if len(configAI.Providers) == 0 {
return nil, errors.New("AI provider not specified in configuration. Please run k8sgpt auth")
if len(configAI.Providers) == 0 && explain {
color.Red("Error: AI provider not specified in configuration. Please run k8sgpt auth")
os.Exit(1)
}
// 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 {
@@ -142,37 +93,45 @@ func NewAnalysis(
}
if aiProvider.Name == "" {
return nil, fmt.Errorf("AI provider %s not specified in configuration. Please run k8sgpt auth", backend)
color.Red("Error: AI provider %s not specified in configuration. Please run k8sgpt auth", backend)
return nil, errors.New("AI provider not specified in configuration")
}
aiClient := ai.NewClient(aiProvider.Name)
if err := aiClient.Configure(&aiProvider); err != nil {
if err := aiClient.Configure(&aiProvider, language); err != nil {
color.Red("Error: %v", err)
return nil, err
}
a.AIClient = aiClient
a.AnalysisAIProvider = aiProvider.Name
return a, nil
}
func (a *Analysis) RunCustomAnalysis() {
var customAnalyzers []custom.CustomAnalyzer
if err := viper.UnmarshalKey("custom_analyzers", &customAnalyzers); err != nil {
a.Errors = append(a.Errors, err.Error())
ctx := context.Background()
// Get kubernetes client from viper
kubecontext := viper.GetString("kubecontext")
kubeconfig := viper.GetString("kubeconfig")
client, err := kubernetes.NewClient(kubecontext, kubeconfig)
if err != nil {
color.Red("Error initialising kubernetes client: %v", err)
return nil, err
}
for _, cAnalyzer := range customAnalyzers {
canClient, err := custom.NewClient(cAnalyzer.Connection)
if err != nil {
a.Errors = append(a.Errors, fmt.Sprintf("Client creation error for %s analyzer", cAnalyzer.Name))
continue
}
result, err := canClient.Run()
if err != nil {
a.Results = append(a.Results, result)
}
// load remote cache if it is configured
remoteCacheEnabled, err := cache.RemoteCacheEnabled()
if err != nil {
return nil, err
}
return &Analysis{
Context: ctx,
Filters: filters,
Client: client,
AIClient: aiClient,
Namespace: namespace,
Cache: cache.New(noCache, remoteCacheEnabled),
Explain: explain,
MaxConcurrency: maxConcurrency,
AnalysisAIProvider: backend,
WithDoc: withDoc,
}, nil
}
func (a *Analysis) RunAnalysis() {
@@ -302,14 +261,14 @@ 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?
@@ -317,22 +276,23 @@ 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)
}
@@ -340,44 +300,3 @@ 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

@@ -58,12 +58,8 @@ func (a *Analysis) jsonOutput() ([]byte, error) {
func (a *Analysis) textOutput() ([]byte, error) {
var output strings.Builder
// Print the AI provider used for this analysis (if explain was enabled).
if a.Explain {
output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString(a.AnalysisAIProvider)))
} else {
output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString("AI not used; --explain not set")))
}
// Print the AI provider used for this analysis
output.WriteString(fmt.Sprintf("AI Provider: %s\n", color.YellowString(a.AnalysisAIProvider)))
if len(a.Errors) != 0 {
output.WriteString("\n")
@@ -78,11 +74,14 @@ 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 {
if hasAIFailure(err.Text) {
err.Text = "Unable to remediate issue. Please refer to the documentation for more information."
}
output.WriteString(fmt.Sprintf("- %s %s\n", color.RedString("Error:"), color.RedString(err.Text)))
if err.KubernetesDoc != "" {
output.WriteString(fmt.Sprintf(" %s %s\n", color.RedString("Kubernetes Doc:"), color.RedString(err.KubernetesDoc)))
@@ -92,3 +91,7 @@ func (a *Analysis) textOutput() ([]byte, error) {
}
return []byte(output.String()), nil
}
func hasAIFailure(text string) bool {
return strings.Contains(text, "As an AI language model")
}

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

@@ -32,27 +32,21 @@ var (
)
var coreAnalyzerMap = map[string]common.IAnalyzer{
"Pod": PodAnalyzer{},
"Deployment": DeploymentAnalyzer{},
"ReplicaSet": ReplicaSetAnalyzer{},
"PersistentVolumeClaim": PvcAnalyzer{},
"Service": ServiceAnalyzer{},
"Ingress": IngressAnalyzer{},
"StatefulSet": StatefulSetAnalyzer{},
"CronJob": CronJobAnalyzer{},
"Node": NodeAnalyzer{},
"ValidatingWebhookConfiguration": ValidatingWebhookAnalyzer{},
"MutatingWebhookConfiguration": MutatingWebhookAnalyzer{},
"Pod": PodAnalyzer{},
"Deployment": DeploymentAnalyzer{},
"ReplicaSet": ReplicaSetAnalyzer{},
"PersistentVolumeClaim": PvcAnalyzer{},
"Service": ServiceAnalyzer{},
"Ingress": IngressAnalyzer{},
"StatefulSet": StatefulSetAnalyzer{},
"CronJob": CronJobAnalyzer{},
"Node": NodeAnalyzer{},
}
var additionalAnalyzerMap = map[string]common.IAnalyzer{
"HorizontalPodAutoScaler": HpaAnalyzer{},
"PodDisruptionBudget": PdbAnalyzer{},
"NetworkPolicy": NetworkPolicyAnalyzer{},
"Log": LogAnalyzer{},
"GatewayClass": GatewayClassAnalyzer{},
"Gateway": GatewayAnalyzer{},
"HTTPRoute": HTTPRouteAnalyzer{},
}
func ListFilters() ([]string, []string, []string) {
@@ -77,7 +71,7 @@ func ListFilters() ([]string, []string, []string) {
fmt.Println(color.RedString(err.Error()))
os.Exit(1)
}
integrationAnalyzers = append(integrationAnalyzers, in.GetAnalyzerName()...)
integrationAnalyzers = append(integrationAnalyzers, in.GetAnalyzerName())
}
}

View File

@@ -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

@@ -15,144 +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)
analyzer := CronJobAnalyzer{}
analysisResults, err := analyzer.Analyze(config)
if err != nil {
t.Error(err)
}
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
assert.Equal(t, len(analysisResults), 0)
}
func TestCronJobBroken(t *testing.T) {
clientset := fake.NewSimpleClientset(&batchv1.CronJob{
ObjectMeta: metav1.ObjectMeta{
Name: "example-cronjob",
Namespace: "default",
Annotations: map[string]string{
"analysisDate": "2022-04-01",
},
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.CronJobSpec{
Schedule: "*** * * * *",
ConcurrencyPolicy: "Allow",
JobTemplate: batchv1.JobTemplateSpec{
ObjectMeta: metav1.ObjectMeta{
Labels: map[string]string{
"app": "example-app",
},
},
Spec: batchv1.JobSpec{
Template: v1.PodTemplateSpec{
Spec: v1.PodSpec{
Containers: []v1.Container{
{
Name: "example-container",
Image: "nginx",
},
},
RestartPolicy: v1.RestartPolicyOnFailure,
},
},
},
},
},
})
expectations := []string{
"default/CJ2",
"default/CJ3",
"default/CJ4",
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
require.Equal(t, len(expectations), len(results))
for i, result := range results {
require.Equal(t, expectations[i], result.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")
}

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

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

View File

@@ -1,111 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"k8s.io/apimachinery/pkg/api/errors"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
ctrl "sigs.k8s.io/controller-runtime/pkg/client"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
type GatewayAnalyzer struct{}
// Gateway analyser will analyse all different Kinds and search for missing object dependencies
func (GatewayAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "Gateway"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
gtwList := &gtwapi.GatewayList{}
gc := &gtwapi.GatewayClass{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
if err := client.List(a.Context, gtwList, &ctrl.ListOptions{}); err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
// Find all unhealthy gateway Classes
for _, gtw := range gtwList.Items {
var failures []common.Failure
gtwName := gtw.GetName()
gtwNamespace := gtw.GetNamespace()
// Check if gatewayclass exists
err := client.Get(a.Context, ctrl.ObjectKey{Namespace: gtwNamespace, Name: string(gtw.Spec.GatewayClassName)}, gc, &ctrl.GetOptions{})
if errors.IsNotFound(err) {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"Gateway uses the GatewayClass %s which does not exist.",
gtw.Spec.GatewayClassName,
),
Sensitive: []common.Sensitive{
{
Unmasked: string(gtw.Spec.GatewayClassName),
Masked: util.MaskString(string(gtw.Spec.GatewayClassName)),
},
},
})
}
// Check only the current conditions
// TODO: maybe check other statuses Listeners, addresses?
if gtw.Status.Conditions[0].Status != metav1.ConditionTrue {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Gateway '%s/%s' is not accepted. Message: '%s'.",
gtwNamespace,
gtwName,
gtw.Status.Conditions[0].Message,
),
Sensitive: []common.Sensitive{
{
Unmasked: gtwNamespace,
Masked: util.MaskString(gtwNamespace),
},
{
Unmasked: gtwName,
Masked: util.MaskString(gtwName),
},
},
})
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", gtwNamespace, gtwName)] = common.PreAnalysis{
Gateway: gtw,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, gtwName, gtwNamespace).Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}

View File

@@ -1,180 +0,0 @@
package analyzer
import (
"context"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/magiconair/properties/assert"
apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/client-go/kubernetes/scheme"
fakeclient "sigs.k8s.io/controller-runtime/pkg/client/fake"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
func BuildGatewayClass(name string) gtwapi.GatewayClass {
GatewayClass := gtwapi.GatewayClass{}
GatewayClass.Name = name
// Namespace is not needed outside of this test, GatewayClass is cluster-scoped
GatewayClass.Namespace = "default"
GatewayClass.Spec.ControllerName = "gateway.fooproxy.io/gatewayclass-controller"
return GatewayClass
}
func BuildGateway(className gtwapi.ObjectName, status metav1.ConditionStatus) gtwapi.Gateway {
Gateway := gtwapi.Gateway{}
Gateway.Name = "foobar"
Gateway.Namespace = "default"
Gateway.Spec.GatewayClassName = className
Gateway.Spec.Listeners = []gtwapi.Listener{
{
Name: "proxy",
Port: 80,
Protocol: gtwapi.HTTPProtocolType,
},
}
Condition := metav1.Condition{
Type: "Accepted",
Status: status,
Message: "An expected message",
Reason: "Test",
}
Gateway.Status.Conditions = []metav1.Condition{Condition}
return Gateway
}
func TestGatewayAnalyzer(t *testing.T) {
ClassName := gtwapi.ObjectName("exists")
AcceptedStatus := metav1.ConditionTrue
GatewayClass := BuildGatewayClass(string(ClassName))
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)
}
objects := []runtime.Object{
&Gateway,
&GatewayClass,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := GatewayAnalyzer{}
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), 0)
}
func TestMissingClassGatewayAnalyzer(t *testing.T) {
ClassName := gtwapi.ObjectName("non-existed")
AcceptedStatus := metav1.ConditionTrue
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)
}
objects := []runtime.Object{
&Gateway,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := GatewayAnalyzer{}
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)
}
func TestStatusGatewayAnalyzer(t *testing.T) {
ClassName := gtwapi.ObjectName("exists")
AcceptedStatus := metav1.ConditionUnknown
GatewayClass := BuildGatewayClass(string(ClassName))
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)
}
objects := []runtime.Object{
&Gateway,
&GatewayClass,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := GatewayAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "Gateway 'default/foobar' is not accepted. Message: 'An expected message'."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%v> , not found in Gateway's analysis results", want)
}
}

View File

@@ -1,87 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
ctrl "sigs.k8s.io/controller-runtime/pkg/client"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
type GatewayClassAnalyzer struct{}
// Gateway analyser will analyse all different Kinds and search for missing object dependencies
func (GatewayClassAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "GatewayClass"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
gcList := &gtwapi.GatewayClassList{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
if err := client.List(a.Context, gcList, &ctrl.ListOptions{}); err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
// Find all unhealthy gateway Classes
for _, gc := range gcList.Items {
var failures []common.Failure
gcName := gc.GetName()
// Check only the current condition
if gc.Status.Conditions[0].Status != metav1.ConditionTrue {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"GatewayClass '%s' with a controller name '%s' is not accepted. Message: '%s'.",
gcName,
gc.Spec.ControllerName,
gc.Status.Conditions[0].Message,
),
Sensitive: []common.Sensitive{
{
Unmasked: gcName,
Masked: util.MaskString(gcName),
},
},
})
}
if len(failures) > 0 {
preAnalysis[gcName] = common.PreAnalysis{
GatewayClass: gc,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, gcName, "").Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}

View File

@@ -1,57 +0,0 @@
package analyzer
import (
"context"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/stretchr/testify/assert"
apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/kubernetes/scheme"
fakeclient "sigs.k8s.io/controller-runtime/pkg/client/fake"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
// Testing with the fake dynamic client if GatewayClasses have an accepted status
func TestGatewayClassAnalyzer(t *testing.T) {
GatewayClass := &gtwapi.GatewayClass{}
GatewayClass.Name = "foobar"
GatewayClass.Spec.ControllerName = "gateway.fooproxy.io/gatewayclass-controller"
// Initialize Conditions slice before setting properties
BadCondition := metav1.Condition{
Type: "Accepted",
Status: "Uknown",
Message: "Waiting for controller",
Reason: "Pending",
}
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)
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(GatewayClass).Build()
analyzerInstance := GatewayClassAnalyzer{}
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)
}

View File

@@ -140,10 +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

@@ -1,230 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
corev1 "k8s.io/api/core/v1"
"k8s.io/apimachinery/pkg/api/errors"
ctrl "sigs.k8s.io/controller-runtime/pkg/client"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
type HTTPRouteAnalyzer struct{}
// Gateway analyser will analyse all different Kinds and search for missing object dependencies
func (HTTPRouteAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "HTTPRoute"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
routeList := &gtwapi.HTTPRouteList{}
gtw := &gtwapi.Gateway{}
service := &corev1.Service{}
client := a.Client.CtrlClient
err := gtwapi.AddToScheme(client.Scheme())
if err != nil {
return nil, err
}
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
// Check if Gateways exists in the same or designated namespace
// TODO: when meshes and ClusterIp options are adopted we can add more checks
// e.g Service Port matching
for _, gtwref := range route.Spec.ParentRefs {
namespace := route.Namespace
if gtwref.Namespace != nil {
namespace = string(*gtwref.Namespace)
}
err := client.Get(a.Context, ctrl.ObjectKey{Namespace: namespace, Name: string(gtwref.Name)}, gtw, &ctrl.GetOptions{})
if errors.IsNotFound(err) {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"HTTPRoute uses the Gateway '%s/%s' which does not exist in the same namespace.",
namespace,
gtwref.Name,
),
Sensitive: []common.Sensitive{
{
Unmasked: gtw.Namespace,
Masked: util.MaskString(gtw.Namespace),
},
{
Unmasked: gtw.Name,
Masked: util.MaskString(gtw.Name),
},
},
})
} else {
// Check if the aforementioned Gateway allows the HTTPRoutes from the route's namespace
for _, listener := range gtw.Spec.Listeners {
if listener.AllowedRoutes.Namespaces != nil {
switch allow := listener.AllowedRoutes.Namespaces.From; {
case *allow == gtwapi.NamespacesFromSame:
// check if Gateway is in the same namespace
if route.Namespace != gtw.Namespace {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("HTTPRoute '%s/%s' is deployed in a different namespace from Gateway '%s/%s' which only allows HTTPRoutes from its namespace.",
route.Namespace,
route.Name,
gtw.Namespace,
gtw.Name,
),
Sensitive: []common.Sensitive{
{
Unmasked: route.Namespace,
Masked: util.MaskString(route.Namespace),
},
{
Unmasked: route.Name,
Masked: util.MaskString(route.Name),
},
{
Unmasked: gtw.Namespace,
Masked: util.MaskString(gtw.Namespace),
},
{
Unmasked: gtw.Name,
Masked: util.MaskString(gtw.Name),
},
},
})
}
case *allow == gtwapi.NamespacesFromSelector:
// check if our route include the same selector Label
if !util.LabelsIncludeAny(listener.AllowedRoutes.Namespaces.Selector.MatchLabels, route.Labels) {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"HTTPRoute '%s/%s' can't be attached on Gateway '%s/%s', selector labels do not match HTTProute's labels.",
route.Namespace,
route.Name,
gtw.Namespace,
gtw.Name,
),
Sensitive: []common.Sensitive{
{
Unmasked: route.Namespace,
Masked: util.MaskString(route.Namespace),
},
{
Unmasked: route.Name,
Masked: util.MaskString(route.Name),
},
{
Unmasked: gtw.Namespace,
Masked: util.MaskString(gtw.Namespace),
},
{
Unmasked: gtw.Name,
Masked: util.MaskString(gtw.Name),
},
},
})
}
}
}
}
}
}
// Check if the Backends are valid services and ports are matching with services Ports
for _, rule := range route.Spec.Rules {
for _, backend := range rule.BackendRefs {
err := client.Get(a.Context, ctrl.ObjectKey{Namespace: route.Namespace, Name: string(backend.Name)}, service, &ctrl.GetOptions{})
if errors.IsNotFound(err) {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"HTTPRoute uses the Service '%s/%s' which does not exist.",
route.Namespace,
backend.Name,
),
Sensitive: []common.Sensitive{
{
Unmasked: service.Namespace,
Masked: util.MaskString(service.Namespace),
},
{
Unmasked: service.Name,
Masked: util.MaskString(service.Name),
},
},
})
} else {
portMatch := false
for _, svcPort := range service.Spec.Ports {
if int32(*backend.Port) == svcPort.Port {
portMatch = true
}
}
if !portMatch {
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"HTTPRoute's backend service '%s' is using port '%d' but the corresponding K8s service '%s/%s' isn't configured with the same port.",
backend.Name,
int32(*backend.Port),
service.Namespace,
service.Name,
),
Sensitive: []common.Sensitive{
{
Unmasked: string(backend.Name),
Masked: util.MaskString(string(backend.Name)),
},
{
Unmasked: service.Name,
Masked: util.MaskString(service.Name),
},
{
Unmasked: service.Namespace,
Masked: service.Namespace,
},
},
})
}
}
}
}
if len(failures) > 0 {
preAnalysis[fmt.Sprintf("%s/%s", route.Namespace, route.Name)] = common.PreAnalysis{
HTTPRoute: route,
FailureDetails: failures,
}
AnalyzerErrorsMetric.WithLabelValues(kind, route.Name, route.Namespace).Set(float64(len(failures)))
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}

View File

@@ -1,404 +0,0 @@
package analyzer
import (
"context"
"testing"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
corev1 "k8s.io/api/core/v1"
apiextensionsv1 "k8s.io/apiextensions-apiserver/pkg/apis/apiextensions/v1"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime"
"k8s.io/apimachinery/pkg/util/intstr"
"k8s.io/client-go/kubernetes/scheme"
fakeclient "sigs.k8s.io/controller-runtime/pkg/client/fake"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
func BuildRouteGateway(namespace, name, fromNamespaceref string) gtwapi.Gateway {
routeNamespace := &gtwapi.RouteNamespaces{}
switch fromNamespaceref {
case "Same":
fromSame := gtwapi.NamespacesFromSame
routeNamespace.From = &fromSame
case "Selector":
fromSelector := gtwapi.NamespacesFromSelector
routeNamespace.From = &fromSelector
routeNamespace.Selector = &metav1.LabelSelector{}
routeNamespace.Selector.MatchLabels = map[string]string{"foo": "bar"}
default:
fromAll := gtwapi.NamespacesFromAll
routeNamespace.From = &fromAll
}
Gateway := gtwapi.Gateway{}
Gateway.Name = name
Gateway.Namespace = namespace
Gateway.Spec.GatewayClassName = "fooclassName"
Gateway.Spec.Listeners = []gtwapi.Listener{
{
Name: "proxy",
Port: 80,
Protocol: gtwapi.HTTPProtocolType,
AllowedRoutes: &gtwapi.AllowedRoutes{
Namespaces: routeNamespace,
},
},
}
Condition := metav1.Condition{
Type: "Accepted",
Status: "True",
Message: "An expected message",
Reason: "Test",
}
Gateway.Status.Conditions = []metav1.Condition{Condition}
return Gateway
}
func BuildHTTPRoute(backendName, gtwName gtwapi.ObjectName, gtwNamespace gtwapi.Namespace, svcPort *gtwapi.PortNumber, namespace string) gtwapi.HTTPRoute {
HTTPRoute := gtwapi.HTTPRoute{}
HTTPRoute.Name = "foohttproute"
HTTPRoute.Namespace = namespace
HTTPRoute.Spec.ParentRefs = []gtwapi.ParentReference{
{
Name: gtwName,
Namespace: &gtwNamespace,
},
}
HTTPRoute.Spec.Rules = []gtwapi.HTTPRouteRule{
{
BackendRefs: []gtwapi.HTTPBackendRef{
{
BackendRef: gtwapi.BackendRef{
BackendObjectReference: gtwapi.BackendObjectReference{
Name: backendName,
Port: svcPort,
},
},
},
},
},
}
return HTTPRoute
}
/*
Testing different cases
1. Gateway doesn't exist or at least doesn't exist in the same namespace
2. Gateway exists in different namespace, is configured in httproute's spec
and Gateway's configuration is allowing only from its same namespace
3. Gateway exists in the same namespace but has selectors different from route's labels
4. BackendRef is pointing to a non existent Service
5. BackendRef's port and Service Port are different
*/
func TestGWMissiningHTTRouteAnalyzer(t *testing.T) {
backendName := gtwapi.ObjectName("foobackend")
gtwName := gtwapi.ObjectName("non-existent")
gtwNamespace := gtwapi.Namespace("non-existent")
svcPort := gtwapi.PortNumber(1027)
httpRouteNamespace := "default"
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)
}
objects := []runtime.Object{
&HTTPRoute,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := HTTPRouteAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "HTTPRoute uses the Gateway 'non-existent/non-existent' which does not exist in the same namespace."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%s> , not found in HTTPRoute's analysis results", want)
}
}
func TestGWConfigSameHTTRouteAnalyzer(t *testing.T) {
backendName := gtwapi.ObjectName("foobackend")
gtwName := gtwapi.ObjectName("gatewayname")
gtwNamespace := gtwapi.Namespace("differentnamespace")
svcPort := gtwapi.PortNumber(1027)
httpRouteNamespace := "default"
HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
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)
}
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := HTTPRouteAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "HTTPRoute 'default/foohttproute' is deployed in a different namespace from Gateway 'differentnamespace/gatewayname' which only allows HTTPRoutes from its namespace."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%s> , not found in HTTPRoute's analysis results", want)
}
}
func TestGWConfigSelectorHTTRouteAnalyzer(t *testing.T) {
backendName := gtwapi.ObjectName("foobackend")
gtwName := gtwapi.ObjectName("gatewayname")
gtwNamespace := gtwapi.Namespace("default")
svcPort := gtwapi.PortNumber(1027)
httpRouteNamespace := "default"
HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
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)
}
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := HTTPRouteAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "HTTPRoute 'default/foohttproute' can't be attached on Gateway 'default/gatewayname', selector labels do not match HTTProute's labels."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%s> , not found in HTTPRoute's analysis results", want)
}
}
func TestSvcMissingHTTRouteAnalyzer(t *testing.T) {
backendName := gtwapi.ObjectName("foobackend")
gtwName := gtwapi.ObjectName("gatewayname")
gtwNamespace := gtwapi.Namespace("default")
svcPort := gtwapi.PortNumber(1027)
httpRouteNamespace := "default"
HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
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)
}
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := HTTPRouteAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "HTTPRoute uses the Service 'default/foobackend' which does not exist."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%s> , not found in HTTPRoute's analysis results", want)
}
}
func TestSvcDifferentPortHTTRouteAnalyzer(t *testing.T) {
//Add a Service Object
Service := corev1.Service{
ObjectMeta: metav1.ObjectMeta{
Name: "foobackend",
Namespace: "default",
},
Spec: corev1.ServiceSpec{
Selector: map[string]string{
"app": "example-app",
},
Ports: []corev1.ServicePort{
{
Name: "http",
Protocol: "TCP",
Port: 80,
TargetPort: intstr.FromInt(8080),
},
},
Type: corev1.ServiceTypeClusterIP,
},
}
backendName := gtwapi.ObjectName("foobackend")
gtwName := gtwapi.ObjectName("gatewayname")
gtwNamespace := gtwapi.Namespace("default")
// different port
svcPort := gtwapi.PortNumber(1027)
httpRouteNamespace := "default"
HTTPRoute := BuildHTTPRoute(backendName, gtwName, gtwNamespace, &svcPort, httpRouteNamespace)
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)
}
objects := []runtime.Object{
&HTTPRoute,
&Gateway,
&Service,
}
fakeClient := fakeclient.NewClientBuilder().WithScheme(scheme).WithRuntimeObjects(objects...).Build()
analyzerInstance := HTTPRouteAnalyzer{}
config := common.Analyzer{
Client: &kubernetes.Client{
CtrlClient: fakeClient,
},
Context: context.Background(),
Namespace: "default",
}
analysisResults, err := analyzerInstance.Analyze(config)
if err != nil {
t.Error(err)
}
var errorFound bool
want := "HTTPRoute's backend service 'foobackend' is using port '1027' but the corresponding K8s service 'default/foobackend' isn't configured with the same port."
for _, analysis := range analysisResults {
for _, got := range analysis.Error {
if want == got.Text {
errorFound = true
}
}
if errorFound {
break
}
}
if !errorFound {
t.Errorf("Expected message, <%s> , not found in HTTPRoute's analysis results", want)
}
}

View File

@@ -98,28 +98,26 @@ func (IngressAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
// loop over rules
for _, rule := range ing.Spec.Rules {
// loop over HTTP paths
if rule.HTTP != nil {
for _, path := range rule.HTTP.Paths {
_, err := a.Client.GetClient().CoreV1().Services(ing.Namespace).Get(a.Context, path.Backend.Service.Name, metav1.GetOptions{})
if err != nil {
doc := apiDoc.GetApiDocV2("spec.rules.http.paths.backend.service")
// loop over paths
for _, path := range rule.HTTP.Paths {
_, err := a.Client.GetClient().CoreV1().Services(ing.Namespace).Get(a.Context, path.Backend.Service.Name, metav1.GetOptions{})
if err != nil {
doc := apiDoc.GetApiDocV2("spec.rules.http.paths.backend.service")
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Ingress uses the service %s/%s which does not exist.", ing.Namespace, path.Backend.Service.Name),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: ing.Namespace,
Masked: util.MaskString(ing.Namespace),
},
{
Unmasked: path.Backend.Service.Name,
Masked: util.MaskString(path.Backend.Service.Name),
},
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Ingress uses the service %s/%s which does not exist.", ing.Namespace, path.Backend.Service.Name),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: ing.Namespace,
Masked: util.MaskString(ing.Namespace),
},
})
}
{
Unmasked: path.Backend.Service.Name,
Masked: util.MaskString(path.Backend.Service.Name),
},
},
})
}
}
}
@@ -163,10 +161,8 @@ 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

@@ -15,189 +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)
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 2)
}
sort.Slice(results, func(i, j int) bool {
return results[i].Name < results[j].Name
})
func TestIngressAnalyzerWithoutIngressClassAnnotation(t *testing.T) {
expectations := []struct {
name string
failuresCount int
}{
{
name: "default/Ingress1",
failuresCount: 1,
},
{
name: "default/Ingress2",
failuresCount: 1,
},
{
name: "default/Ingress5",
failuresCount: 4,
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: clientset,
},
Context: context.Background(),
Namespace: "default",
}
require.Equal(t, len(expectations), len(results))
analysisResults, err := ingressAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
for i, result := range results {
require.Equal(t, expectations[i].name, result.Name)
require.Equal(t, expectations[i].failuresCount, len(result.Error))
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

@@ -1,119 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"fmt"
"regexp"
"strings"
"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"
)
var (
errorPattern = regexp.MustCompile(`(error|exception|fail)`)
tailLines = int64(100)
)
type LogAnalyzer struct {
}
func (LogAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "Log"
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
// search all namespaces for pods that are not running
list, err := a.Client.GetClient().CoreV1().Pods(a.Namespace).List(a.Context, metav1.ListOptions{})
if err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
// Iterate through each pod
for _, pod := range list.Items {
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 {
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: 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)))
}
}
}
for key, value := range preAnalysis {
currentAnalysis := common.Result{
Kind: "Pod",
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.Pod.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}
func printErrorLines(logs string, errorPattern *regexp.Regexp) string {
// Split the logs into lines
logLines := strings.Split(logs, "\n")
// Check each line for errors and print the lines containing errors
for _, line := range logLines {
if errorPattern.MatchString(strings.ToLower(line)) {
return line
}
}
return ""
}

View File

@@ -1,120 +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)
}
}
}

View File

@@ -1,162 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type MutatingWebhookAnalyzer struct{}
func (MutatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "MutatingWebhookConfiguration"
apiDoc := kubernetes.K8sApiReference{
Kind: kind,
ApiVersion: schema.GroupVersion{
Group: "apps",
Version: "v1",
},
OpenapiSchema: a.OpenapiSchema,
}
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
mutatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().MutatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
if err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
for _, webhookConfig := range mutatingWebhooks.Items {
for _, webhook := range webhookConfig.Webhooks {
var failures []common.Failure
if webhook.ClientConfig.Service == nil {
continue
}
svc := webhook.ClientConfig.Service
// Get the service
service, err := a.Client.GetClient().CoreV1().Services(svc.Namespace).Get(context.Background(), svc.Name, v1.GetOptions{})
if err != nil {
// If the service is not found, we can't check the pods
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Service %s not found as mapped to by Mutating Webhook %s", svc.Name, webhook.Name),
KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
{
Unmasked: svc.Name,
Masked: util.MaskString(svc.Name),
},
},
})
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
}
// When Service selectors are empty we defer to service analyser
if len(service.Spec.Selector) == 0 {
continue
}
// Get pods within service
pods, err := a.Client.GetClient().CoreV1().Pods(svc.Namespace).List(context.Background(), v1.ListOptions{
LabelSelector: util.MapToString(service.Spec.Selector),
})
if err != nil {
return nil, err
}
if len(pods.Items) == 0 {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("No active pods found within service %s as mapped to by Mutating Webhook %s", svc.Name, webhook.Name),
KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
},
})
}
for _, pod := range pods.Items {
if pod.Status.Phase != "Running" {
doc := apiDoc.GetApiDocV2("spec.webhook")
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"Mutating Webhook (%s) is pointing to an inactive receiver pod (%s)",
webhook.Name,
pod.Name,
),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
{
Unmasked: webhook.Name,
Masked: util.MaskString(webhook.Name),
},
{
Unmasked: pod.Name,
Masked: util.MaskString(pod.Name),
},
},
})
}
}
if len(failures) > 0 {
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)))
}
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.MutatingWebhook.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}

View File

@@ -1,140 +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))
}

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",
@@ -216,7 +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")
}

View File

@@ -74,10 +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

@@ -15,155 +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",
},
Status: v1.NodeStatus{
Conditions: []v1.NodeCondition{
{
Type: v1.NodeReady,
Status: v1.ConditionTrue,
Reason: "KubeletReady",
Message: "kubelet is posting ready status",
},
},
},
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,
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
}
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))
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

@@ -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 {
@@ -63,23 +58,21 @@ func (PdbAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
if pdb.Spec.MinAvailable != nil {
doc = apiDoc.GetApiDocV2("spec.minAvailable")
}
if pdb.Spec.Selector != nil && pdb.Spec.Selector.MatchLabels != nil {
for k, v := range pdb.Spec.Selector.MatchLabels {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("%s, expected pdb pod label %s=%s", pdb.Status.Conditions[0].Reason, k, v),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: k,
Masked: util.MaskString(k),
},
{
Unmasked: v,
Masked: util.MaskString(v),
},
for k, v := range pdb.Spec.Selector.MatchLabels {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("%s, expected pdb pod label %s=%s", pdb.Status.Conditions[0].Reason, k, v),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: k,
Masked: util.MaskString(k),
},
})
}
{
Unmasked: v,
Masked: util.MaskString(v),
},
},
})
}
}
@@ -99,10 +92,8 @@ 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

@@ -1,117 +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)
}

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"
)
@@ -42,12 +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,
@@ -58,12 +57,51 @@ 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 {
if containerStatus.State.Waiting != nil {
if containerStatus.State.Waiting.Reason == "CrashLoopBackOff" || containerStatus.State.Waiting.Reason == "ImagePullBackOff" {
if 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" {
// Check for errors in containers.
failures = append(failures, analyzeContainerStatusFailures(a, pod.Status.ContainerStatuses, pod.Name, pod.Namespace, string(pod.Status.Phase))...)
// 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{},
})
}
}
} 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,
@@ -80,91 +118,10 @@ 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",
}
for _, r := range failureReasons {
if r == reason {
return true
}
}
return false
}

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"
)
@@ -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

@@ -1,230 +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)
}
}
})
}
}

View File

@@ -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

@@ -1,146 +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))
}
}

View File

@@ -17,12 +17,10 @@ import (
"fmt"
"github.com/fatih/color"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/client-go/tools/leaderelection/resourcelock"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime/schema"
)
@@ -57,10 +55,6 @@ func (ServiceAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
// Check for empty service
if len(ep.Subsets) == 0 {
if _, ok := ep.Annotations[resourcelock.LeaderElectionRecordAnnotationKey]; ok {
continue
}
svc, err := a.Client.GetClient().CoreV1().Services(ep.Namespace).Get(a.Context, ep.Name, metav1.GetOptions{})
if err != nil {
color.Yellow("Service %s/%s does not exist", ep.Namespace, ep.Name)
@@ -98,18 +92,16 @@ 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{},
})
}
}
if len(failures) > 0 {
@@ -128,10 +120,8 @@ 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

@@ -15,153 +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 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.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",
},
},
},
)
config := common.Analyzer{
Client: &kubernetes.Client{
Client: clientset,
},
Context: context.Background(),
Namespace: "default",
}
serviceAnalyzer := ServiceAnalyzer{}
analysisResults, err := serviceAnalyzer.Analyze(config)
if err != nil {
t.Error(err)
}
assert.Equal(t, len(analysisResults), 1)
}

View File

@@ -109,10 +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"),
},

View File

@@ -1,160 +0,0 @@
/*
Copyright 2023 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package analyzer
import (
"context"
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
"github.com/k8sgpt-ai/k8sgpt/pkg/kubernetes"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
v1 "k8s.io/apimachinery/pkg/apis/meta/v1"
"k8s.io/apimachinery/pkg/runtime/schema"
)
type ValidatingWebhookAnalyzer struct{}
func (ValidatingWebhookAnalyzer) Analyze(a common.Analyzer) ([]common.Result, error) {
kind := "ValidatingWebhookConfgiguration"
apiDoc := kubernetes.K8sApiReference{
Kind: kind,
ApiVersion: schema.GroupVersion{
Group: "apps",
Version: "v1",
},
OpenapiSchema: a.OpenapiSchema,
}
AnalyzerErrorsMetric.DeletePartialMatch(map[string]string{
"analyzer_name": kind,
})
validatingWebhooks, err := a.Client.GetClient().AdmissionregistrationV1().ValidatingWebhookConfigurations().List(context.Background(), v1.ListOptions{})
if err != nil {
return nil, err
}
var preAnalysis = map[string]common.PreAnalysis{}
for _, webhookConfig := range validatingWebhooks.Items {
for _, webhook := range webhookConfig.Webhooks {
var failures []common.Failure
if webhook.ClientConfig.Service == nil {
continue
}
svc := webhook.ClientConfig.Service
// Get the service
service, err := a.Client.GetClient().CoreV1().Services(svc.Namespace).Get(context.Background(), svc.Name, v1.GetOptions{})
if err != nil {
// If the service is not found, we can't check the pods
failures = append(failures, common.Failure{
Text: fmt.Sprintf("Service %s not found as mapped to by Validating Webhook %s", svc.Name, webhook.Name),
KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
{
Unmasked: svc.Name,
Masked: util.MaskString(svc.Name),
},
},
})
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
}
// When Service selectors are empty we defer to service analyser
if len(service.Spec.Selector) == 0 {
continue
}
// Get pods within service
pods, err := a.Client.GetClient().CoreV1().Pods(svc.Namespace).List(context.Background(), v1.ListOptions{
LabelSelector: util.MapToString(service.Spec.Selector),
})
if err != nil {
return nil, err
}
if len(pods.Items) == 0 {
failures = append(failures, common.Failure{
Text: fmt.Sprintf("No active pods found within service %s as mapped to by Validating Webhook %s", svc.Name, webhook.Name),
KubernetesDoc: apiDoc.GetApiDocV2("spec.webhook.clientConfig.service"),
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
},
})
}
for _, pod := range pods.Items {
if pod.Status.Phase != "Running" {
doc := apiDoc.GetApiDocV2("spec.webhook")
failures = append(failures, common.Failure{
Text: fmt.Sprintf(
"Validating Webhook (%s) is pointing to an inactive receiver pod (%s)",
webhook.Name,
pod.Name,
),
KubernetesDoc: doc,
Sensitive: []common.Sensitive{
{
Unmasked: webhookConfig.Namespace,
Masked: util.MaskString(webhookConfig.Namespace),
},
{
Unmasked: webhook.Name,
Masked: util.MaskString(webhook.Name),
},
{
Unmasked: pod.Name,
Masked: util.MaskString(pod.Name),
},
},
})
}
}
if len(failures) > 0 {
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)))
}
}
}
for key, value := range preAnalysis {
var currentAnalysis = common.Result{
Kind: kind,
Name: key,
Error: value.FailureDetails,
}
parent, found := util.GetParent(a.Client, value.ValidatingWebhook.ObjectMeta)
if found {
currentAnalysis.ParentObject = parent
}
a.Results = append(a.Results, currentAnalysis)
}
return a.Results, nil
}

View File

@@ -1,140 +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))
}

View File

@@ -1,155 +0,0 @@
package cache
import (
"bytes"
"context"
"fmt"
"log"
"strings"
"github.com/Azure/azure-sdk-for-go/sdk/azidentity"
"github.com/Azure/azure-sdk-for-go/sdk/storage/azblob"
"github.com/Azure/azure-sdk-for-go/sdk/storage/azblob/blob"
)
// Generate ICache implementation
type AzureCache struct {
ctx context.Context
noCache bool
containerName string
session *azblob.Client
}
type AzureCacheConfiguration struct {
StorageAccount string `mapstructure:"storageaccount" yaml:"storageaccount,omitempty"`
ContainerName string `mapstructure:"container" yaml:"container,omitempty"`
}
func (s *AzureCache) Configure(cacheInfo CacheProvider) error {
s.ctx = context.Background()
if cacheInfo.Azure.ContainerName == "" {
log.Fatal("Azure Container name not configured")
}
if cacheInfo.Azure.StorageAccount == "" {
log.Fatal("Azure Storage account not configured")
}
// We assume that Storage account is already in place
blobUrl := fmt.Sprintf("https://%s.blob.core.windows.net/", cacheInfo.Azure.StorageAccount)
credential, err := azidentity.NewDefaultAzureCredential(nil)
if err != nil {
log.Fatal(err)
}
client, err := azblob.NewClient(blobUrl, credential, nil)
if err != nil {
log.Fatal(err)
}
// Try to create the blob container
_, err = client.CreateContainer(s.ctx, cacheInfo.Azure.ContainerName, nil)
if err != nil {
// TODO: Maybe there is a better way to check this?
// docs: https://pkg.go.dev/github.com/Azure/azure-storage-blob-go/azblob
if strings.Contains(err.Error(), "ContainerAlreadyExists") {
// do nothing
} else {
return err
}
}
s.containerName = cacheInfo.Azure.ContainerName
s.session = client
return nil
}
func (s *AzureCache) Store(key string, data string) error {
// Store the object as a new file in the Azure blob storage with data as the content
cacheData := []byte(data)
_, err := s.session.UploadBuffer(s.ctx, s.containerName, key, cacheData, &azblob.UploadBufferOptions{})
return err
}
func (s *AzureCache) Load(key string) (string, error) {
// Load blob file contents
load, err := s.session.DownloadStream(s.ctx, s.containerName, key, nil)
if err != nil {
return "", err
}
data := bytes.Buffer{}
retryReader := load.NewRetryReader(s.ctx, &azblob.RetryReaderOptions{})
_, err = data.ReadFrom(retryReader)
if err != nil {
return "", err
}
if err := retryReader.Close(); err != nil {
return "", err
}
return data.String(), nil
}
func (s *AzureCache) List() ([]CacheObjectDetails, error) {
// List the files in the blob containerName
files := []CacheObjectDetails{}
pager := s.session.NewListBlobsFlatPager(s.containerName, &azblob.ListBlobsFlatOptions{
Include: azblob.ListBlobsInclude{Snapshots: false, Versions: false},
})
for pager.More() {
resp, err := pager.NextPage(s.ctx)
if err != nil {
return nil, err
}
for _, blob := range resp.Segment.BlobItems {
files = append(files, CacheObjectDetails{
Name: *blob.Name,
UpdatedAt: *blob.Properties.LastModified,
})
}
}
return files, nil
}
func (s *AzureCache) Remove(key string) error {
_, err := s.session.DeleteBlob(s.ctx, s.containerName, key, &blob.DeleteOptions{})
if err != nil {
return err
}
return nil
}
func (s *AzureCache) Exists(key string) bool {
// Check if the object exists in the blob storage
pager := s.session.NewListBlobsFlatPager(s.containerName, &azblob.ListBlobsFlatOptions{
Include: azblob.ListBlobsInclude{Snapshots: false, Versions: false},
})
for pager.More() {
resp, err := pager.NextPage(s.ctx)
if err != nil {
return false
}
for _, blob := range resp.Segment.BlobItems {
if *blob.Name == key {
return true
}
}
}
return false
}
func (s *AzureCache) IsCacheDisabled() bool {
return s.noCache
}
func (s *AzureCache) GetName() string {
return "azure"
}
func (s *AzureCache) DisableCache() {
s.noCache = true
}

127
pkg/cache/cache.go vendored
View File

@@ -1,128 +1,81 @@
package cache
import (
"fmt"
"errors"
"github.com/spf13/viper"
"google.golang.org/grpc/codes"
"google.golang.org/grpc/status"
)
var (
types = []ICache{
&AzureCache{},
&FileBasedCache{},
&GCSCache{},
&S3Cache{},
}
)
type ICache interface {
Configure(cacheInfo CacheProvider) error
Store(key string, data string) error
Load(key string) (string, error)
List() ([]CacheObjectDetails, error)
Remove(key string) error
List() ([]string, error)
Exists(key string) bool
IsCacheDisabled() bool
GetName() string
DisableCache()
}
func New(cacheType string) ICache {
for _, t := range types {
if cacheType == t.GetName() {
return t
}
func New(noCache bool, remoteCache bool) ICache {
if remoteCache {
return NewS3Cache(noCache)
}
return &FileBasedCache{
noCache: noCache,
}
return &FileBasedCache{}
}
func ParseCacheConfiguration() (CacheProvider, error) {
// CacheProvider is the configuration for the cache provider when using a remote cache
type CacheProvider struct {
BucketName string `mapstructure:"bucketname"`
Region string `mapstructure:"region"`
}
func RemoteCacheEnabled() (bool, error) {
// load remote cache if it is configured
var cache CacheProvider
err := viper.UnmarshalKey("cache", &cache)
if err != nil {
return false, err
}
if cache.BucketName != "" && cache.Region != "" {
return true, nil
}
return false, nil
}
func AddRemoteCache(bucketName string, region string) error {
var cacheInfo CacheProvider
err := viper.UnmarshalKey("cache", &cacheInfo)
if err != nil {
return cacheInfo, err
return err
}
return cacheInfo, nil
}
func NewCacheProvider(cacheType, bucketname, region, endpoint, storageAccount, containerName, projectId string, insecure bool) (CacheProvider, error) {
cProvider := CacheProvider{}
switch {
case cacheType == "azure":
cProvider.Azure.ContainerName = containerName
cProvider.Azure.StorageAccount = storageAccount
case cacheType == "gcs":
cProvider.GCS.BucketName = bucketname
cProvider.GCS.ProjectId = projectId
cProvider.GCS.Region = region
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))
if cacheInfo.BucketName != "" {
return errors.New("Error: a cache is already configured, please remove it first")
}
cache := New(cacheType)
err := cache.Configure(cProvider)
if err != nil {
return CacheProvider{}, err
}
return cProvider, nil
}
// If we have set a remote cache, return the remote cache configuration
func GetCacheConfiguration() (ICache, error) {
cacheInfo, err := ParseCacheConfiguration()
if err != nil {
return nil, err
}
var cache ICache
switch {
case cacheInfo.GCS != GCSCacheConfiguration{}:
cache = &GCSCache{}
case cacheInfo.Azure != AzureCacheConfiguration{}:
cache = &AzureCache{}
case cacheInfo.S3 != S3CacheConfiguration{}:
cache = &S3Cache{}
default:
cache = &FileBasedCache{}
}
err_config := cache.Configure(cacheInfo)
return cache, err_config
}
func AddRemoteCache(cacheInfo CacheProvider) error {
cacheInfo.BucketName = bucketName
cacheInfo.Region = region
viper.Set("cache", cacheInfo)
err := viper.WriteConfig()
err = viper.WriteConfig()
if err != nil {
return err
}
return nil
}
func RemoveRemoteCache() error {
func RemoveRemoteCache(bucketName string) error {
var cacheInfo CacheProvider
err := viper.UnmarshalKey("cache", &cacheInfo)
if err != nil {
return status.Error(codes.Internal, "cache unmarshal")
return err
}
if cacheInfo.BucketName == "" {
return errors.New("Error: no cache is configured")
}
cacheInfo = CacheProvider{}
viper.Set("cache", cacheInfo)
err = viper.WriteConfig()
if err != nil {
return status.Error(codes.Internal, "unable to write config")
return err
}
return nil

View File

@@ -15,15 +15,11 @@ type FileBasedCache struct {
noCache bool
}
func (f *FileBasedCache) Configure(cacheInfo CacheProvider) error {
return nil
}
func (f *FileBasedCache) IsCacheDisabled() bool {
return f.noCache
}
func (*FileBasedCache) List() ([]CacheObjectDetails, error) {
func (*FileBasedCache) List() ([]string, error) {
path, err := xdg.CacheFile("k8sgpt")
if err != nil {
return nil, err
@@ -34,16 +30,9 @@ func (*FileBasedCache) List() ([]CacheObjectDetails, error) {
return nil, err
}
var result []CacheObjectDetails
var result []string
for _, file := range files {
info, err := file.Info()
if err != nil {
return nil, err
}
result = append(result, CacheObjectDetails{
Name: file.Name(),
UpdatedAt: info.ModTime(),
})
result = append(result, file.Name())
}
return result, nil
@@ -83,20 +72,6 @@ func (*FileBasedCache) Load(key string) (string, error) {
return string(data), nil
}
func (*FileBasedCache) Remove(key string) error {
path, err := xdg.CacheFile(filepath.Join("k8sgpt", key))
if err != nil {
return err
}
if err := os.Remove(path); err != nil {
return err
}
return nil
}
func (*FileBasedCache) Store(key string, data string) error {
path, err := xdg.CacheFile(filepath.Join("k8sgpt", key))
@@ -106,11 +81,3 @@ func (*FileBasedCache) Store(key string, data string) error {
return os.WriteFile(path, []byte(data), 0600)
}
func (s *FileBasedCache) GetName() string {
return "file"
}
func (s *FileBasedCache) DisableCache() {
s.noCache = true
}

133
pkg/cache/gcs_based.go vendored
View File

@@ -1,133 +0,0 @@
package cache
import (
"context"
"io"
"log"
"cloud.google.com/go/storage"
"google.golang.org/api/iterator"
)
type GCSCache struct {
ctx context.Context
noCache bool
bucketName string
projectId string
region string
session *storage.Client
}
type GCSCacheConfiguration struct {
ProjectId string `mapstructure:"projectid" yaml:"projectid,omitempty"`
Region string `mapstructure:"region" yaml:"region,omitempty"`
BucketName string `mapstructure:"bucketname" yaml:"bucketname,omitempty"`
}
func (s *GCSCache) Configure(cacheInfo CacheProvider) error {
s.ctx = context.Background()
if cacheInfo.GCS.BucketName == "" {
log.Fatal("Bucket name not configured")
}
if cacheInfo.GCS.Region == "" {
log.Fatal("Region not configured")
}
if cacheInfo.GCS.ProjectId == "" {
log.Fatal("ProjectID not configured")
}
s.bucketName = cacheInfo.GCS.BucketName
s.projectId = cacheInfo.GCS.ProjectId
s.region = cacheInfo.GCS.Region
storageClient, err := storage.NewClient(s.ctx)
if err != nil {
log.Fatal(err)
}
_, err = storageClient.Bucket(s.bucketName).Attrs(s.ctx)
if err == storage.ErrBucketNotExist {
err = storageClient.Bucket(s.bucketName).Create(s.ctx, s.projectId, &storage.BucketAttrs{
Location: s.region,
})
if err != nil {
return err
}
}
s.session = storageClient
return nil
}
func (s *GCSCache) Store(key string, data string) error {
wc := s.session.Bucket(s.bucketName).Object(key).NewWriter(s.ctx)
if _, err := wc.Write([]byte(data)); err != nil {
return err
}
if err := wc.Close(); err != nil {
return err
}
return nil
}
func (s *GCSCache) Load(key string) (string, error) {
reader, err := s.session.Bucket(s.bucketName).Object(key).NewReader(s.ctx)
if err != nil {
return "", err
}
defer reader.Close()
data, err := io.ReadAll(reader)
if err != nil {
return "", err
}
return string(data), nil
}
func (s *GCSCache) Remove(key string) error {
bucketClient := s.session.Bucket(s.bucketName)
obj := bucketClient.Object(key)
if err := obj.Delete(s.ctx); err != nil {
return err
}
return nil
}
func (s *GCSCache) List() ([]CacheObjectDetails, error) {
var files []CacheObjectDetails
items := s.session.Bucket(s.bucketName).Objects(s.ctx, nil)
for {
attrs, err := items.Next()
if err == iterator.Done {
break
}
if err != nil {
return nil, err
}
files = append(files, CacheObjectDetails{
Name: attrs.Name,
UpdatedAt: attrs.Updated,
})
}
return files, nil
}
func (s *GCSCache) Exists(key string) bool {
obj := s.session.Bucket(s.bucketName).Object(key)
_, err := obj.Attrs(s.ctx)
return err == nil
}
func (s *GCSCache) IsCacheDisabled() bool {
return s.noCache
}
func (s *GCSCache) GetName() string {
return "gcs"
}
func (s *GCSCache) DisableCache() {
s.noCache = true
}

121
pkg/cache/s3_based.go vendored
View File

@@ -2,13 +2,11 @@ package cache
import (
"bytes"
"crypto/tls"
"log"
"net/http"
"github.com/aws/aws-sdk-go/aws"
"github.com/aws/aws-sdk-go/aws/session"
"github.com/aws/aws-sdk-go/service/s3"
"github.com/spf13/viper"
)
// Generate ICache implementation
@@ -18,53 +16,6 @@ type S3Cache struct {
session *s3.S3
}
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"`
}
func (s *S3Cache) Configure(cacheInfo CacheProvider) error {
if cacheInfo.S3.BucketName == "" {
log.Fatal("Bucket name not configured")
}
s.bucketName = cacheInfo.S3.BucketName
sess := session.Must(session.NewSessionWithOptions(session.Options{
SharedConfigState: session.SharedConfigEnable,
Config: aws.Config{
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)
// Check if the bucket exists, if not create it
_, err := s3Client.HeadBucket(&s3.HeadBucketInput{
Bucket: aws.String(cacheInfo.S3.BucketName),
})
if err != nil {
_, err = s3Client.CreateBucket(&s3.CreateBucketInput{
Bucket: aws.String(cacheInfo.S3.BucketName),
})
if err != nil {
return err
}
}
s.session = s3Client
return nil
}
func (s *S3Cache) Store(key string, data string) error {
// Store the object as a new file in the bucket with data as the content
_, err := s.session.PutObject(&s3.PutObjectInput{
@@ -76,18 +27,6 @@ func (s *S3Cache) Store(key string, data string) error {
}
func (s *S3Cache) Remove(key string) error {
_, err := s.session.DeleteObject(&s3.DeleteObjectInput{
Bucket: &s.bucketName,
Key: aws.String(key),
})
if err != nil {
return err
}
return nil
}
func (s *S3Cache) Load(key string) (string, error) {
// Retrieve the object from the bucket and load it into a string
@@ -100,12 +39,12 @@ 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) {
func (s *S3Cache) List() ([]string, error) {
// List the files in the bucket
result, err := s.session.ListObjectsV2(&s3.ListObjectsV2Input{Bucket: aws.String(s.bucketName)})
@@ -113,12 +52,9 @@ func (s *S3Cache) List() ([]CacheObjectDetails, error) {
return nil, err
}
var keys []CacheObjectDetails
var keys []string
for _, item := range result.Contents {
keys = append(keys, CacheObjectDetails{
Name: *item.Key,
UpdatedAt: *item.LastModified,
})
keys = append(keys, *item.Key)
}
return keys, nil
@@ -138,10 +74,45 @@ func (s *S3Cache) IsCacheDisabled() bool {
return s.noCache
}
func (s *S3Cache) GetName() string {
return "s3"
}
func NewS3Cache(nocache bool) ICache {
func (s *S3Cache) DisableCache() {
s.noCache = true
var cache CacheProvider
err := viper.UnmarshalKey("cache", &cache)
if err != nil {
panic(err)
}
if cache.BucketName == "" {
panic("Bucket name not configured")
}
if cache.Region == "" {
panic("Region not configured")
}
sess := session.Must(session.NewSessionWithOptions(session.Options{
SharedConfigState: session.SharedConfigEnable,
Config: aws.Config{
Region: aws.String(cache.Region),
},
}))
s := s3.New(sess)
// Check if the bucket exists, if not create it
_, err = s.HeadBucket(&s3.HeadBucketInput{
Bucket: aws.String(cache.BucketName),
})
if err != nil {
_, err = s.CreateBucket(&s3.CreateBucketInput{
Bucket: aws.String(cache.BucketName),
})
if err != nil {
panic(err)
}
}
return &S3Cache{
noCache: nocache,
session: s,
bucketName: cache.BucketName,
}
}

14
pkg/cache/types.go vendored
View File

@@ -1,14 +0,0 @@
package cache
import "time"
type CacheProvider struct {
GCS GCSCacheConfiguration `mapstructucre:"gcs" yaml:"gcs,omitempty"`
Azure AzureCacheConfiguration `mapstructucre:"azure" yaml:"azure,omitempty"`
S3 S3CacheConfiguration `mapstructucre:"s3" yaml:"s3,omitempty"`
}
type CacheObjectDetails struct {
Name string
UpdatedAt time.Time
}

View File

@@ -20,14 +20,11 @@ import (
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"
regv1 "k8s.io/api/admissionregistration/v1"
appsv1 "k8s.io/api/apps/v1"
autov1 "k8s.io/api/autoscaling/v1"
v1 "k8s.io/api/core/v1"
networkv1 "k8s.io/api/networking/v1"
policyv1 "k8s.io/api/policy/v1"
gtwapi "sigs.k8s.io/gateway-api/apis/v1"
)
type IAnalyzer interface {
@@ -57,15 +54,8 @@ type PreAnalysis struct {
StatefulSet appsv1.StatefulSet
NetworkPolicy networkv1.NetworkPolicy
Node v1.Node
ValidatingWebhook regv1.ValidatingWebhookConfiguration
MutatingWebhook regv1.MutatingWebhookConfiguration
GatewayClass gtwapi.GatewayClass
Gateway gtwapi.Gateway
HTTPRoute gtwapi.HTTPRoute
// Integrations
ScaledObject keda.ScaledObject
TrivyVulnerabilityReport trivy.VulnerabilityReport
TrivyConfigAuditReport trivy.ConfigAuditReport
}
type Result struct {

View File

@@ -1,57 +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.AnalyzerServiceClient
}
func NewClient(c Connection) (*Client, error) {
conn, err := grpc.Dial(fmt.Sprintf("%s:%s", c.Url, c.Port), grpc.WithTransportCredentials(insecure.NewCredentials()))
if err != nil {
return nil, err
}
client := rpc.NewAnalyzerServiceClient(conn)
return &Client{
c: conn,
analyzerClient: client,
}, nil
}
func (cli *Client) Run() (common.Result, error) {
var result common.Result
req := &schemav1.AnalyzerRunRequest{}
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

@@ -0,0 +1,41 @@
package alex
import (
"github.com/k8sgpt-ai/k8sgpt/pkg/common"
)
// implement the IIterator interface
type Alex struct {
}
func NewAlex() *Alex {
return &Alex{}
}
func (a *Alex) Deploy(namespace string) error {
return nil
}
func (a *Alex) UnDeploy(namespace string) error {
return nil
}
func (a *Alex) AddAnalyzer(analyzers *map[string]common.IAnalyzer) {
(*analyzers)["Alex"] = NewAlexAnalyzer()
}
func (a *Alex) RemoveAnalyzer() error {
return nil
}
func (a *Alex) GetAnalyzerName() string {
return "alex"
}
func (a *Alex) IsActivate() bool {
return true
}

View File

@@ -0,0 +1,15 @@
package alex
import "github.com/k8sgpt-ai/k8sgpt/pkg/common"
type AlexAnalyzer struct {
}
func NewAlexAnalyzer() *AlexAnalyzer {
return &AlexAnalyzer{}
}
func (*AlexAnalyzer) Analyze(analysis common.Analyzer) ([]common.Result, error) {
return nil, 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

@@ -15,13 +15,12 @@ package integration
import (
"errors"
"fmt"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/aws"
"os"
"strings"
"github.com/fatih/color"
"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/alex"
"github.com/k8sgpt-ai/k8sgpt/pkg/integration/trivy"
"github.com/k8sgpt-ai/k8sgpt/pkg/util"
"github.com/spf13/viper"
@@ -34,12 +33,10 @@ type IIntegration interface {
UnDeploy(namespace string) error
//
AddAnalyzer(*map[string]common.IAnalyzer)
// RemoveAnalyzer removes an analyzer from the cluster
RemoveAnalyzer() error
GetAnalyzerName() []string
// An integration must keep record of its deployed namespace (if not using --no-install)
GetNamespace() (string, error)
OwnsAnalyzer(string) bool
GetAnalyzerName() string
IsActivate() bool
}
@@ -48,10 +45,8 @@ type Integration struct {
}
var integrations = map[string]IIntegration{
"trivy": trivy.NewTrivy(),
"prometheus": prometheus.NewPrometheus(),
"aws": aws.NewAWS(),
"keda": keda.NewKeda(),
"trivy": trivy.NewTrivy(),
"alex": alex.NewAlex(),
}
func NewIntegration() *Integration {
@@ -73,37 +68,30 @@ func (*Integration) Get(name string) (IIntegration, error) {
return integrations[name], nil
}
func (i *Integration) AnalyzerByIntegration(input string) (string, error) {
for _, name := range i.List() {
if integ, err := i.Get(name); err == nil {
if integ.OwnsAnalyzer(input) {
return name, nil
}
}
}
return "", errors.New("analyzerbyintegration: no matches found")
}
func (*Integration) Activate(name string, namespace string, activeFilters []string, skipInstall bool) error {
func (*Integration) Activate(name string, namespace string, activeFilters []string) error {
if _, ok := integrations[name]; !ok {
return errors.New("integration not found")
}
if !skipInstall {
if err := integrations[name].Deploy(namespace); err != nil {
return fmt.Errorf("failed to deploy %s integration: %w", name, err)
}
mergedFilters := append(activeFilters, integrations[name].GetAnalyzerName())
uniqueFilters, dupplicatedFilters := util.RemoveDuplicates(mergedFilters)
// Verify dupplicate
if len(dupplicatedFilters) != 0 {
color.Red("Integration already activated : %s", strings.Join(dupplicatedFilters, ", "))
os.Exit(1)
}
mergedFilters := activeFilters
mergedFilters = append(mergedFilters, integrations[name].GetAnalyzerName()...)
uniqueFilters, _ := util.RemoveDuplicates(mergedFilters)
viper.Set("active_filters", uniqueFilters)
if err := viper.WriteConfig(); err != nil {
return fmt.Errorf("error writing config file: %s", err.Error())
if err := integrations[name].Deploy(namespace); err != nil {
return err
}
if err := viper.WriteConfig(); err != nil {
color.Red("Error writing config file: %s", err.Error())
os.Exit(1)
}
return nil
@@ -116,25 +104,30 @@ func (*Integration) Deactivate(name string, namespace string) error {
activeFilters := viper.GetStringSlice("active_filters")
// Update filters and remove the specific filters for the integration
for _, filter := range integrations[name].GetAnalyzerName() {
for x, af := range activeFilters {
if af == filter {
activeFilters = append(activeFilters[:x], activeFilters[x+1:]...)
}
// Update filters
// This might be a bad idea, but we cannot reference analyzer here
foundFilter := false
for i, v := range activeFilters {
if v == integrations[name].GetAnalyzerName() {
foundFilter = true
activeFilters = append(activeFilters[:i], activeFilters[i+1:]...)
break
}
}
if !foundFilter {
color.Red("Ingregation %s does not exist in configuration file. Please use k8sgpt integration add.", name)
os.Exit(1)
}
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)
if err := viper.WriteConfig(); err != nil {
return fmt.Errorf("error writing config file: %s", err.Error())
color.Red("Error writing config file: %s", err.Error())
os.Exit(1)
}
return nil

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