Feat/enable code q bandit

.github/workflows/bandit.yml

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+name: "Bandit Security Scan"
+
+on:
+  push:
+    branches: [ "main", "develop" ]
+  pull_request:
+    branches: [ "main", "develop" ]
+
+permissions:
+  contents: read
+  security-events: write
+
+jobs:
+  bandit:
+    name: Bandit Scan
+    runs-on: ubuntu-latest
+
+    steps:
+    - name: Checkout Repository
+      uses: actions/checkout@v4
+
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.10'
+
+    # bandit-sarif-formatter is required to successfully output the .sarif format
+    - name: Install Bandit and Dependencies
+      run: |
+        pip install bandit bandit-sarif-formatter
+
+    # Added an explicit check to make sure the file exists before running the upload step
+    - name: Run Bandit Scan
+      run: |
+        bandit -r . -f sarif -o bandit-results.sarif || true
+        if [ ! -f bandit-results.sarif ]; then
+          echo "Bandit failed to generate SARIF output. Creating an empty fallback report."
+          echo '{"$schema":"https://schemastore.azurewebsites.net/schemas/json/sarif-2.1.0-rtm.5.json","version":"2.1.0","runs":[]}' > bandit-results.sarif
+        fi
+
+    # Upgraded action from v3 to v4 to fix the runner deprecation warning shown in your logs
+    - name: Upload Bandit Scan Results to GitHub Security
+      uses: github/codeql-action/upload-sarif@v4
+      with:
+        sarif_file: bandit-results.sarif
+        category: bandit

.github/workflows/codeql.yml

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+name: "CodeQL SAST Analysis"
+
+on:
+  push:
+    branches: [ "main", "develop" ]
+  pull_request:
+    branches: [ "main", "develop" ]
+  schedule:
+    - cron: '30 4 * * 6' # Runs every Saturday at 04:30 UTC
+
+permissions:
+  actions: read
+  contents: read
+  security-events: write
+
+jobs:
+  analyze:
+    name: CodeQL Scan
+    runs-on: ubuntu-latest
+    timeout-minutes: 360
+
+    strategy:
+      fail-fast: false
+      matrix:
+        # CodeQL supports: 'cpp', 'csharp', 'go', 'java-bytecode', 'javascript-typescript', 'python', 'ruby', 'swift'
+        # Adjust languages based on your repository stack (e.g., python, javascript-typescript)
+        language: [ 'python', 'javascript-typescript' ]
+
+    steps:
+    - name: Checkout Repository
+      uses: actions/checkout@v4
+
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v3
+      with:
+        languages: ${{ matrix.language }}
+        queries: security-extended,security-and-quality
+
+    # Autobuild attempts to build any compiled languages if present
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@v3
+
+    # If Autobuild fails, uncomment and adjust manual build steps for compiled languages:
+    # - run: |
+    #     make build
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v3
+      with:
+        category: "/language:${{matrix.language}}"

.github/workflows/trivy.yml

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+name: Trivy Container Scan & SBOM Reporter
+
+on:
+  workflow_run:
+    workflows: ["CD Pipeline"] # Replace with the exact name of your CD workflow
+    types:
+      - completed
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  scan-and-report:
+    name: Container Security & SBOM Diff
+    runs-on: ubuntu-latest
+    if: ${{ github.event.workflow_run.conclusion == 'success' }}
+
+    steps:
+      - name: Checkout Code
+        uses: actions/checkout@v4
+
+      # Download build artifacts or image tarballs from the triggering CD workflow if necessary
+      # For standard registry setups, pull the image built by the CD pipeline
+      - name: Authenticate to Container Registry
+        run: |
+          echo "Logging into container registry..."
+          # Add registry auth here if pulling from a private registry (e.g., GHCR, AWS ECR)
+
+      - name: Generate SBOM and Scan Container
+        uses: aquasecurity/trivy-action@master
+        with:
+          image-ref: 'quantara-service:latest' # Replace with your target image name/tag
+          format: 'github'
+          output: 'dependency-snapshot.json'
+          scan-type: 'image'
+
+      - name: Generate Readable SBOM Markdown Summary
+        uses: aquasecurity/trivy-action@master
+        with:
+          image-ref: 'quantara-service:latest'
+          format: 'table'
+          output: 'trivy-report.txt'
+          severity: 'HIGH,CRITICAL'
+
+      - name: Post SBOM & Vulnerability Report to PR
+        uses: actions/github-script@v7
+        if: ${{ github.event.workflow_run.pull_requests[0] != null }}
+        with:
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          script: |
+            const fs = require('fs');
+            const report = fs.readFileSync('trivy-report.txt', 'utf8');
+            const prNumber = context.payload.workflow_run.pull_requests[0].number;
+
+            const commentBody = `
+            ### 🛡️ Trivy Container Security & SBOM Report
+
+            The container scan completed successfully following the CD pipeline deployment.
+
+            #### High & Critical Vulnerabilities Summary
+            \`\`\`text
+            ${report || 'No high or critical vulnerabilities detected.'}
+            \`\`\`
+
+            *Report generated automatically for verification.*
+            `;
+
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: prNumber,
+              body: commentBody
+            });