feat: initial Prometheus analyzers

go.mod

@@ -7,7 +7,8 @@ require (
 	github.com/fatih/color v1.16.0
 	github.com/magiconair/properties v1.8.7
 	github.com/mittwald/go-helm-client v0.12.5
-	github.com/sashabaranov/go-openai v1.17.11
+	github.com/prometheus/prometheus v1.8.2-0.20211119115433-692a54649ed7
+	github.com/sashabaranov/go-openai v1.17.10
 	github.com/schollz/progressbar/v3 v3.14.1
 	github.com/spf13/cobra v1.8.0
 	github.com/spf13/viper v1.18.2
@@ -49,23 +50,29 @@ require (
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.1 // indirect
 	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.0 // indirect
 	github.com/Microsoft/hcsshim v0.11.4 // indirect
+	github.com/alecthomas/units v0.0.0-20211218093645-b94a6e3cc137 // indirect
 	github.com/anchore/go-struct-converter v0.0.0-20230627203149-c72ef8859ca9 // indirect
 	github.com/cohere-ai/tokenizer v1.1.1 // indirect
 	github.com/containerd/log v0.1.0 // indirect
 	github.com/distribution/reference v0.5.0 // indirect
 	github.com/dlclark/regexp2 v1.10.0 // indirect
 	github.com/evanphx/json-patch/v5 v5.7.0 // indirect
 	github.com/felixge/httpsnoop v1.0.4 // indirect
+	github.com/go-kit/log v0.2.1 // indirect
+	github.com/go-logfmt/logfmt v0.5.1 // indirect
 	github.com/golang-jwt/jwt/v5 v5.0.0 // indirect
 	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
 	github.com/google/gnostic-models v0.6.9-0.20230804172637-c7be7c783f49 // indirect
 	github.com/google/s2a-go v0.1.7 // indirect
 	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
 	github.com/googleapis/gax-go/v2 v2.12.0 // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	github.com/jpillora/backoff v1.0.0 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
 	github.com/matttproud/golang_protobuf_extensions/v2 v2.0.0 // indirect
+	github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f // indirect
 	github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
+	github.com/prometheus/common/sigv4 v0.1.0 // indirect
 	github.com/sagikazarmark/locafero v0.4.0 // indirect
 	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
 	github.com/sourcegraph/conc v0.3.0 // indirect
@@ -209,7 +216,7 @@ require (
 	google.golang.org/protobuf v1.31.0 // indirect
 	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
+	gopkg.in/yaml.v2 v2.4.0
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 	k8s.io/apiextensions-apiserver v0.28.4
 	k8s.io/apiserver v0.28.4 // indirect

pkg/ai/prompts.go

@@ -8,10 +8,52 @@ const (
 	`
 	trivy_vuln_prompt = "Explain the following trivy scan result and the detail risk or root cause of the CVE ID, then provide a solution. Response in %s: %s"
 	trivy_conf_prompt = "Explain the following trivy scan result and the detail risk or root cause of the security check, then provide a solution."
+
+	prom_conf_prompt = `Simplify the following Prometheus error message delimited by triple dashes written in --- %s --- language; --- %s ---.
+	This error came when validating the Prometheus configuration file.
+	Provide step by step instructions to fix, with suggestions, referencing Prometheus documentation if relevant.
+	Write the output in the following format in no more than 300 characters:
+	Error: {Explain error here}
+	Solution: {Step by step solution here}
+	`
+
+	prom_relabel_prompt = `
+	Return your prompt in this language: %s, beginning with
+	The following is a list of the form:
+	job_name:
+	{Prometheus job_name}
+	relabel_configs:
+	{Prometheus relabel_configs}
+	kubernetes_sd_configs:
+	{Prometheus service discovery config}
+	---
+	%s
+	---
+	For each job_name, describe the Kubernetes service and pod labels,
+	namespaces, ports, and containers they match.
+	Return the message:
+	Discovered and parsed Prometheus scrape configurations.
+	For targets to be scraped by Prometheus, ensure they are running with
+	at least one of the following label sets:
+	Then for each job, write this format:
+	- Job: {job_name}
+	  - Service Labels:
+	    - {list of service labels}
+	  - Pod Labels:
+	    - {list of pod labels}
+	  - Namespaces:
+	    - {list of namespaces}
+	  - Ports:
+	    - {list of ports}
+	  - Containers:
+	    - {list of container names}
+	`
 )
 
 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,
+	"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,
 }

pkg/integration/integration.go

@@ -18,6 +18,7 @@ import (
 	"fmt"
 
 	"github.com/k8sgpt-ai/k8sgpt/pkg/common"
+	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/prometheus"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/integration/trivy"
 	"github.com/k8sgpt-ai/k8sgpt/pkg/util"
 	"github.com/spf13/viper"
@@ -44,7 +45,8 @@ type Integration struct {
 }
 
 var integrations = map[string]IIntegration{
-	"trivy": trivy.NewTrivy(),
+	"trivy":      trivy.NewTrivy(),
+	"prometheus": prometheus.NewPrometheus(),
 }
 
 func NewIntegration() *Integration {