GenAI based Log analyzer for GKE-GCSFuse logs (#80)

* adding code which can analyze gke logs through gemini

* small fix

* review comments

Author: Tulsishah

gke_genAI_log_analyzer/README.md

@@ -0,0 +1,75 @@
+# GKE GenAI Log analyzer 🕵️‍♂️
+
+**GKE GenAI Log analyzer** is a CLI tool written in Go that automates the debugging of GCSFuse sidecar errors in Google Kubernetes Engine (GKE).
+
+It scans Google Cloud Logging for errors, retrieves the surrounding log context (time-windowed), and sends the data to Google's Gemini (Vertex AI) to generate a root cause analysis report.
+
+## ✨ Features
+
+*   **Automated Log Scanning**: Finds the most recent GCSFuse error within a specified time window.
+*   **Context Expansion**: Automatically fetches logs 2 minutes before and 1 minute after the error to provide context.
+*   **AI Analysis**: Uses Gemini (Vertex AI) to analyze the log sequence and identify:
+    *   The trigger of the error.
+    *   Whether it is a permission, network, or configuration issue.
+    *   If the model crashed due to the error.
+
+## 🛠️ Prerequisites
+
+1.  **Go**: Ensure you have Go installed (version 1.21+ recommended).
+2.  **Google Cloud Project**: You need a GCP project with the following APIs enabled:
+    *   Cloud Logging API
+    *   Vertex AI API
+3.  **Authentication**: Your environment must be authenticated.
+    ```bash
+    gcloud auth application-default login
+    ```
+
+## 🚀 Usage
+
+Run the tool using `go run main.go`. The `-project` flag is required.
+
+### Basic Usage
+
+Scan the last 1 hour (default) for errors in a specific project:
+
+```bash
+go run main.go -project <YOUR_PROJECT_ID>
+```
+
+### Specific Pod
+
+Filter logs for a specific Pod name:
+
+```bash
+go run main.go -project <YOUR_PROJECT_ID> -pod <POD_NAME>
+```
+
+### Custom Time Window (Relative)
+
+Look back 4 hours instead of the default 1 hour:
+
+```bash
+go run main.go -project <YOUR_PROJECT_ID> -lookback 4h
+```
+
+### Explicit Time Window
+
+Search for errors within a specific RFC3339 time range:
+
+```bash
+go run main.go -project <YOUR_PROJECT_ID> \
+  -start "2025-01-07T10:00:00Z" \
+  -end "2025-01-07T11:00:00Z"
+```
+
+### Change Region
+
+If your Vertex AI resources are in a different region (default is `us-central1`):
+
+```bash
+go run main.go -project <YOUR_PROJECT_ID> -region us-west1
+```
+
+## 📝 Output
+
+The tool will output a **GKE GenAI Log analyzer Report** generated by Gemini, summarizing the findings directly in your terminal.

gke_genAI_log_analyzer/go.mod

@@ -0,0 +1,46 @@
+module gke-genAI-log-analyzer
+
+go 1.24.0
+
+toolchain go1.24.8
+
+require (
+	cloud.google.com/go/logging v1.13.1
+	google.golang.org/api v0.259.0
+	google.golang.org/genai v1.40.0
+)
+
+require (
+	cloud.google.com/go v0.121.6 // indirect
+	cloud.google.com/go/auth v0.18.0 // indirect
+	cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
+	cloud.google.com/go/compute/metadata v0.9.0 // indirect
+	cloud.google.com/go/iam v1.5.3 // indirect
+	cloud.google.com/go/longrunning v0.7.0 // indirect
+	github.com/felixge/httpsnoop v1.0.4 // indirect
+	github.com/go-logr/logr v1.4.3 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/google/go-cmp v0.7.0 // indirect
+	github.com/google/s2a-go v0.1.9 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.7 // indirect
+	github.com/googleapis/gax-go/v2 v2.16.0 // indirect
+	github.com/gorilla/websocket v1.5.3 // indirect
+	go.opentelemetry.io/auto/sdk v1.2.1 // indirect
+	go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect
+	go.opentelemetry.io/otel v1.38.0 // indirect
+	go.opentelemetry.io/otel/metric v1.38.0 // indirect
+	go.opentelemetry.io/otel/trace v1.38.0 // indirect
+	golang.org/x/crypto v0.46.0 // indirect
+	golang.org/x/net v0.48.0 // indirect
+	golang.org/x/oauth2 v0.34.0 // indirect
+	golang.org/x/sync v0.19.0 // indirect
+	golang.org/x/sys v0.39.0 // indirect
+	golang.org/x/text v0.32.0 // indirect
+	golang.org/x/time v0.14.0 // indirect
+	google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20251222181119-0a764e51fe1b // indirect
+	google.golang.org/grpc v1.78.0 // indirect
+	google.golang.org/protobuf v1.36.11 // indirect
+)

gke_genAI_log_analyzer/go.sum

@@ -0,0 +1,122 @@
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