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genx.sh
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#!/bin/bash
# gen.sh - Comprehensive AI Platform Setup Script
# This script automates the setup and deployment of a complex AI Platform,
# incorporating modules like AI Chatbot, Predictive Analytics, Personalization Engine,
# Cybersecurity AI, Content Creation AI, Healthcare AI, AI Consulting, VR/AR AI,
# Supply Chain AI, AutoML, and more.
set -euo pipefail
IFS=$'\n\t'
# =============================================================================
# GLOBAL VARIABLES
# =============================================================================
# Default versions for tools
readonly TERRAFORM_VERSION="1.5.7"
readonly GO_VERSION="1.21.1"
readonly DOCKER_COMPOSE_VERSION="2.20.2"
readonly KUBE_VERSION="1.27.3"
readonly HELM_VERSION="3.12.3"
readonly JENKINS_VERSION="2.387.3" # Update to desired Jenkins version
readonly ARGOCD_VERSION="2.7.3"
readonly PROMETHEUS_VERSION="14.11.1"
readonly GRAFANA_VERSION="6.50.1"
# Determine project root with fallback
determine_project_root() {
if git rev-parse --is-inside-work-tree &> /dev/null; then
echo "$(git rev-parse --show-toplevel)"
else
echo "$(pwd)"
fi
}
PROJECT_ROOT="$(determine_project_root)"
LOG_FILE="${PROJECT_ROOT}/logs/ai_platform_setup.log"
BACKUP_DIR="${PROJECT_ROOT}/backups"
DEPLOYMENT_DIR="${PROJECT_ROOT}/deployment"
# Color codes for output
readonly RED='\033[0;31m'
readonly GREEN='\033[0;32m'
readonly YELLOW='\033[1;33m'
readonly NC='\033[0m' # No Color
# =============================================================================
# CONFIGURATION VARIABLES
# =============================================================================
# Jenkins Configuration Variables (Ensure these are exported before running the script)
# Example:
# export JENKINS_URL="http://localhost:8080"
# export JENKINS_USER="admin"
# export JENKINS_API_TOKEN="your_jenkins_api_token"
readonly JENKINS_URL="${JENKINS_URL:-http://localhost:8080}"
readonly JENKINS_USER="${JENKINS_USER:-admin}"
readonly JENKINS_API_TOKEN="${JENKINS_API_TOKEN:-}"
# GitHub Configuration Variables (Ensure these are exported before running the script)
# Example:
# export GITHUB_PAT="your_github_pat"
# export REPO_OWNER="your_github_username_or_org"
# export REPO_NAME="your_repository_name"
readonly GITHUB_PAT="${GITHUB_PAT:-}"
readonly REPO_OWNER="${REPO_OWNER:-}"
readonly REPO_NAME="${REPO_NAME:-}"
# Docker Credentials (Ensure these are exported before running the script)
# Example:
# export DOCKER_USERNAME="your_docker_username"
# export DOCKER_PASSWORD="your_docker_password"
readonly DOCKER_USERNAME="${DOCKER_USERNAME:-}"
readonly DOCKER_PASSWORD="${DOCKER_PASSWORD:-}"
readonly DOCKER_CREDENTIALS_ID="${DOCKER_CREDENTIALS_ID:-docker-credentials-id}"
# Kubernetes Configuration Variables (Ensure these are exported before running the script)
# Example:
# export KUBECONFIG_CONTENT="$(cat /path/to/kubeconfig)"
readonly KUBECONFIG_CONTENT="${KUBECONFIG_CONTENT:-}"
readonly KUBECONFIG_CREDENTIALS_ID="${KUBECONFIG_CREDENTIALS_ID:-kubeconfig-credentials-id}"
# Slack Configuration Variables (Ensure these are exported before running the script)
# Example:
# export SLACK_TOKEN="your_slack_token"
# export SLACK_CHANNEL="#ci-cd-notifications"
readonly SLACK_TOKEN="${SLACK_TOKEN:-}"
readonly SLACK_CHANNEL="${SLACK_CHANNEL:-#ci-cd-notifications}"
readonly SLACK_CREDENTIALS_ID="${SLACK_CREDENTIALS_ID:-slack-credentials-id}"
# Webhook Secret for GitHub
readonly WEBHOOK_SECRET="${WEBHOOK_SECRET:-}"
# =============================================================================
# LOGGING FUNCTIONS
# =============================================================================
# Enhanced logging with timestamps and colors
log() {
local level="$1"
shift
local color=""
case "${level}" in
"ERROR") color="${RED}" ;;
"SUCCESS") color="${GREEN}" ;;
"WARN") color="${YELLOW}" ;;
*) color="${NC}" ;;
esac
echo -e "${color}$(date '+%Y-%m-%d %H:%M:%S') [${level}] - $*${NC}" | tee -a "${LOG_FILE}"
}
# Initialize logging
init_logging() {
mkdir -p "$(dirname "${LOG_FILE}")"
mkdir -p "${BACKUP_DIR}"
mkdir -p "${DEPLOYMENT_DIR}/docker"
mkdir -p "${DEPLOYMENT_DIR}/k8s"
mkdir -p "${DEPLOYMENT_DIR}/terraform"
mkdir -p "${PROJECT_ROOT}/monitoring/grafana/dashboards"
mkdir -p "${PROJECT_ROOT}/monitoring/prometheus"
mkdir -p "${PROJECT_ROOT}/scripts"
mkdir -p "${PROJECT_ROOT}/tests/unit"
mkdir -p "${PROJECT_ROOT}/tests/integration"
mkdir -p "${PROJECT_ROOT}/tests/e2e"
mkdir -p "${PROJECT_ROOT}/docs/api"
mkdir -p "${PROJECT_ROOT}/docs/user"
mkdir -p "${PROJECT_ROOT}/monitoring/grafana/dashboards"
mkdir -p "${PROJECT_ROOT}/monitoring/prometheus"
mkdir -p "${PROJECT_ROOT}/docs/api"
mkdir -p "${PROJECT_ROOT}/docs/user"
mkdir -p "${PROJECT_ROOT}/monitoring/prometheus"
mkdir -p "${PROJECT_ROOT}/monitoring/grafana/dashboards"
exec > >(tee -a "${LOG_FILE}") 2>&1
log "INFO" "===== AI Platform Setup Started ====="
log "INFO" "Project root: ${PROJECT_ROOT}"
}
# Error handler with stack trace
handle_error() {
local line_num=$1
local error_code=$2
log "ERROR" "Error occurred in function ${FUNCNAME[1]} at line ${line_num}"
log "ERROR" "Exit code: ${error_code}"
# Print stack trace
local frame=1
while caller $frame; do
((frame++))
done | awk '{print "ERROR: "$2" called from line "$1}' | while read -r line; do
log "ERROR" "$line"
done
}
# Set up error handling
trap 'handle_error ${LINENO} $?' ERR
# =============================================================================
# VALIDATE ENVIRONMENT VARIABLES
# =============================================================================
validate_env_vars() {
log "INFO" "Validating required environment variables..."
local required_vars=("GITHUB_PAT" "REPO_OWNER" "REPO_NAME" "DOCKER_USERNAME" "DOCKER_PASSWORD" "KUBECONFIG_CONTENT" "SLACK_TOKEN" "JENKINS_API_TOKEN" "WEBHOOK_SECRET")
for var in "${required_vars[@]}"; do
if [[ -z "${!var}" ]]; then
log "ERROR" "Environment variable ${var} is not set."
exit 1
fi
done
log "SUCCESS" "All required environment variables are set."
}
# =============================================================================
# OS DETECTION
# =============================================================================
detect_os() {
case "$OSTYPE" in
linux-gnu*)
if [ -f /etc/os-release ]; then
. /etc/os-release
case "$ID" in
ubuntu|debian) echo "debian" ;;
fedora|rhel|centos) echo "redhat" ;;
arch) echo "arch" ;;
*) echo "unknown" ;;
esac
else
echo "unknown"
fi
;;
darwin*) echo "macos" ;;
*) echo "unknown" ;;
esac
}
# =============================================================================
# SECURITY FUNCTIONS
# =============================================================================
# Verify checksum of downloaded files
verify_checksum() {
local file="$1"
local expected_checksum="$2"
local algorithm="${3:-sha256}"
if ! command -v "${algorithm}sum" &> /dev/null; then
log "ERROR" "${algorithm}sum command not found"
return 1
fi
local actual_checksum
actual_checksum=$(${algorithm}sum "$file" | cut -d' ' -f1)
if [ "$actual_checksum" != "$expected_checksum" ]; then
log "ERROR" "Checksum verification failed for $file"
log "ERROR" "Expected: $expected_checksum"
log "ERROR" "Got: $actual_checksum"
return 1
fi
log "INFO" "Checksum verified for $file"
}
# Generate secure random password
generate_secure_password() {
local length="${1:-32}"
if command -v openssl &> /dev/null; then
openssl rand -base64 48 | cut -c1-"${length}"
else
tr -dc 'A-Za-z0-9!"#$%&'\''()*+,-./:;<=>?@[\]^_`{|}~' </dev/urandom | head -c "${length}"
fi
}
# Secure file permissions
secure_file_permissions() {
local file="$1"
local perms="${2:-600}"
chmod "${perms}" "${file}"
log "INFO" "Secured permissions for ${file}"
}
# =============================================================================
# DEPENDENCY MANAGEMENT
# =============================================================================
# Enhanced package installation with retry mechanism
install_package() {
local package="$1"
local command="$2"
local os
os=$(detect_os)
local max_attempts=3
local attempt=1
while [ $attempt -le $max_attempts ]; do
log "INFO" "Installing ${package} (attempt ${attempt}/${max_attempts})"
case "${os}" in
debian)
if ! dpkg -l "${package}" &> /dev/null; then
sudo apt-get update -qq
if sudo DEBIAN_FRONTEND=noninteractive apt-get install -y -qq "${package}"; then
log "SUCCESS" "${package} installed successfully"
return 0
fi
else
log "INFO" "${package} is already installed"
return 0
fi
;;
redhat)
if ! rpm -q "${package}" &> /dev/null; then
if sudo yum install -y "${package}"; then
log "SUCCESS" "${package} installed successfully"
return 0
fi
else
log "INFO" "${package} is already installed"
return 0
fi
;;
arch)
if ! pacman -Qi "${package}" &> /dev/null; then
if sudo pacman -Syu --noconfirm "${package}"; then
log "SUCCESS" "${package} installed successfully"
return 0
fi
else
log "INFO" "${package} is already installed"
return 0
fi
;;
macos)
if ! brew list "${package}" &> /dev/null; then
if brew install "${package}"; then
log "SUCCESS" "${package} installed successfully"
return 0
fi
else
log "INFO" "${package} is already installed"
return 0
fi
;;
*)
log "ERROR" "Unsupported OS for installing ${package}"
return 1
;;
esac
log "WARN" "Attempt ${attempt} failed. Retrying..."
((attempt++))
sleep 5
done
log "ERROR" "Failed to install ${package} after ${max_attempts} attempts"
return 1
}
# Install all required dependencies
install_dependencies() {
log "INFO" "Installing dependencies..."
local dependencies=(
"git:git"
"curl:curl"
"wget:wget"
"jq:jq"
"make:make"
"gcc:gcc"
"g++:g++"
"python3:python3"
"python3-pip:pip3"
"unzip:unzip"
"kubectl:kubectl"
"docker:docker"
)
for dep in "${dependencies[@]}"; do
IFS=':' read -r pkg cmd <<< "${dep}"
if ! command -v "${cmd}" &> /dev/null; then
install_package "${pkg}" "${cmd}"
else
log "INFO" "${pkg} is already installed"
fi
done
}
# =============================================================================
# DOCKER INSTALLATION
# =============================================================================
install_docker() {
log "INFO" "Installing Docker..."
local os
os=$(detect_os)
case "${os}" in
debian)
# Install dependencies
sudo apt-get update -qq
sudo apt-get install -y -qq \
apt-transport-https \
ca-certificates \
curl \
gnupg \
lsb-release
# Add Docker's official GPG key
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
# Set up stable repository
echo \
"deb [arch=$(dpkg --print-architecture) signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu \
$(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
# Install Docker Engine
sudo apt-get update -qq
sudo apt-get install -y -qq docker-ce docker-ce-cli containerd.io
# Start and enable Docker service
sudo systemctl enable --now docker
# Add current user to docker group
sudo usermod -aG docker "$USER"
log "SUCCESS" "Docker installed successfully. Please log out and log back in to apply Docker group changes."
;;
redhat)
# Similar steps for RedHat-based systems
sudo yum install -y yum-utils
sudo yum-config-manager --add-repo https://download.docker.com/linux/centos/docker-ce.repo
sudo yum install -y docker-ce docker-ce-cli containerd.io
sudo systemctl enable --now docker
sudo usermod -aG docker "$USER"
log "SUCCESS" "Docker installed successfully on RedHat-based system. Please log out and log back in to apply Docker group changes."
;;
arch)
sudo pacman -Syu --noconfirm docker
sudo systemctl enable --now docker
sudo usermod -aG docker "$USER"
log "SUCCESS" "Docker installed successfully on Arch-based system. Please log out and log back in to apply Docker group changes."
;;
macos)
if ! command -v brew &> /dev/null; then
log "ERROR" "Homebrew is required for Docker installation on macOS."
exit 1
fi
brew install --cask docker
log "SUCCESS" "Docker installed successfully on macOS. Please start Docker from Applications."
;;
*)
log "ERROR" "Docker installation not supported for ${os}"
exit 1
;;
esac
# Verify Docker Daemon
if sudo systemctl is-active --quiet docker; then
log "INFO" "Docker daemon is running."
else
log "ERROR" "Docker daemon is not running."
exit 1
fi
}
# =============================================================================
# RUSTUP INSTALLATION
# =============================================================================
install_rustup() {
if ! command -v rustup &> /dev/null; then
log "INFO" "Installing Rustup..."
curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
source "$HOME/.cargo/env"
log "SUCCESS" "Rustup installed successfully. Please log out and log back in to apply Rust environment variables."
else
log "INFO" "Rustup is already installed."
fi
# Verify installation
if ! command -v cargo &> /dev/null; then
log "ERROR" "Cargo is not available after installing rustup."
exit 1
else
log "INFO" "Verified: Cargo is installed."
fi
}
# =============================================================================
# GOLANG INSTALLATION
# =============================================================================
install_golang() {
if ! command -v go &> /dev/null; then
log "INFO" "Installing Go..."
local os
os=$(detect_os)
case "${os}" in
debian|redhat)
wget -q "https://golang.org/dl/go${GO_VERSION}.linux-amd64.tar.gz" -O /tmp/go.tar.gz
sudo tar -C /usr/local -xzf /tmp/go.tar.gz
rm /tmp/go.tar.gz
;;
arch)
sudo pacman -Syu --noconfirm go
;;
macos)
if ! command -v brew &> /dev/null; then
log "ERROR" "Homebrew is required for Go installation on macOS."
exit 1
fi
brew install go@${GO_VERSION}
;;
*)
log "ERROR" "Unsupported OS for installing Go."
exit 1
;;
esac
# Add Go to PATH
if ! grep -q "/usr/local/go/bin" <<< "$PATH"; then
echo "export PATH=\$PATH:/usr/local/go/bin" | sudo tee -a /etc/profile
source /etc/profile
fi
log "SUCCESS" "Go ${GO_VERSION} installed successfully."
else
log "INFO" "Go is already installed."
fi
# Verify installation
if ! command -v go &> /dev/null; then
log "ERROR" "Go is not available after installation."
exit 1
else
log "INFO" "Verified: Go is installed."
fi
}
# =============================================================================
# TERRAFORM INSTALLATION
# =============================================================================
install_terraform() {
if ! command -v terraform &> /dev/null; then
log "INFO" "Installing Terraform..."
wget -q "https://releases.hashicorp.com/terraform/${TERRAFORM_VERSION}/terraform_${TERRAFORM_VERSION}_linux_amd64.zip" -O /tmp/terraform.zip
unzip -qq /tmp/terraform.zip -d /tmp
sudo mv /tmp/terraform /usr/local/bin/
rm /tmp/terraform.zip
log "SUCCESS" "Terraform ${TERRAFORM_VERSION} installed successfully."
else
log "INFO" "Terraform is already installed."
fi
# Verify installation
if ! command -v terraform &> /dev/null; then
log "ERROR" "Terraform is not available after installation."
exit 1
else
log "INFO" "Verified: Terraform is installed."
fi
}
# =============================================================================
# ARGOCd INSTALLATION
# =============================================================================
install_argocd() {
if ! command -v argocd &> /dev/null; then
log "INFO" "Installing ArgoCD CLI..."
wget -q "https://github.com/argoproj/argo-cd/releases/download/v${ARGOCD_VERSION}/argocd-linux-amd64" -O /tmp/argocd
sudo install -m 555 /tmp/argocd /usr/local/bin/argocd
rm /tmp/argocd
log "SUCCESS" "ArgoCD CLI installed successfully."
else
log "INFO" "ArgoCD CLI is already installed."
fi
# Verify installation
if ! command -v argocd &> /dev/null; then
log "ERROR" "ArgoCD CLI is not available after installation."
exit 1
else
log "INFO" "Verified: ArgoCD CLI is installed."
fi
}
# =============================================================================
# HELM INSTALLATION
# =============================================================================
install_helm() {
if ! command -v helm &> /dev/null; then
log "INFO" "Installing Helm..."
curl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 | bash
log "SUCCESS" "Helm installed successfully."
else
log "INFO" "Helm is already installed."
fi
# Verify installation
if ! command -v helm &> /dev/null; then
log "ERROR" "Helm is not available after installation."
exit 1
else
log "INFO" "Verified: Helm is installed."
fi
}
# =============================================================================
# CREATE PROJECT STRUCTURE
# =============================================================================
# Create project directory structure
create_project_structure() {
log "INFO" "Creating project directory structure..."
local dirs=(
"src/ai_chatbot"
"src/predictive_analytics"
"src/personalization_engine"
"src/cybersecurity_ai"
"src/content_creation_ai"
"src/healthcare_ai"
"src/ai_consulting"
"src/vr_ar_ai"
"src/supply_chain_ai"
"src/automl"
"src/common/utils"
"deployment/docker"
"deployment/k8s"
"deployment/terraform"
"scripts"
"tests/unit"
"tests/integration"
"tests/e2e"
"docs/api"
"docs/user"
"monitoring/grafana/dashboards"
"monitoring/prometheus"
"${BACKUP_DIR}"
)
for dir in "${dirs[@]}"; do
mkdir -p "${PROJECT_ROOT}/${dir}"
log "INFO" "Created directory: ${dir}"
done
log "SUCCESS" "Project structure created successfully."
}
# =============================================================================
# GIT INITIALIZATION
# =============================================================================
# Initialize Git repository with recommended configuration
init_git_repo() {
log "INFO" "Initializing Git repository..."
if [ ! -d "${PROJECT_ROOT}/.git" ]; then
git init "${PROJECT_ROOT}"
# Configure .gitignore
cat > "${PROJECT_ROOT}/.gitignore" <<EOF
# Environment variables
.env
.env.*
!.env.example
# Dependencies
node_modules/
vendor/
__pycache__/
*.pyc
# Build output
dist/
build/
*.egg-info/
# Logs
logs/
*.log
# IDE files
.idea/
.vscode/
*.swp
*.swo
# System files
.DS_Store
Thumbs.db
# Temporary files
*.tmp
*.temp
*.bak
# Sensitive data
*.pem
*.key
*.cert
secrets/
EOF
# Configure .gitattributes
cat > "${PROJECT_ROOT}/.gitattributes" <<EOF
# Auto detect text files and perform LF normalization
* text=auto
# Docker
*.dockerfile text
Dockerfile text
# Shell scripts
*.sh text eol=lf
*.bash text eol=lf
# Python
*.py text diff=python
# JavaScript
*.js text
*.jsx text
*.ts text
*.tsx text
# Documentation
*.md text diff=markdown
*.txt text
*.json text
# Configs
*.yml text
*.yaml text
*.toml text
*.conf text
# Binary files
*.png binary
*.jpg binary
*.gif binary
*.ico binary
*.zip binary
*.tar binary
*.gz binary
*.db binary
EOF
git add .
git commit -m "Initial commit"
log "SUCCESS" "Git repository initialized"
else
log "INFO" "Git repository already exists"
fi
}
# =============================================================================
# CONFIGURATION FILES
# =============================================================================
# Create configuration files
create_config_files() {
log "INFO" "Creating configuration files..."
# Create .env.example
cat > "${PROJECT_ROOT}/.env.example" <<EOF
# Application
APP_ENV=development
DEBUG=true
LOG_LEVEL=debug
# Database
DB_HOST=localhost
DB_PORT=5432
DB_NAME=ai_platform
DB_USER=postgres
DB_PASSWORD=
# Redis
REDIS_HOST=localhost
REDIS_PORT=6379
REDIS_PASSWORD=
# API Keys
OPENAI_API_KEY=
HUGGINGFACE_API_KEY=
# Security
JWT_SECRET=
ENCRYPTION_KEY=
# Services
AI_CHATBOT_PORT=8000
PREDICTIVE_ANALYTICS_PORT=8001
PERSONALIZATION_ENGINE_PORT=8002
# Monitoring
PROMETHEUS_PORT=9090
GRAFANA_PORT=3000
EOF
# Create docker-compose.yml
cat > "${PROJECT_ROOT}/docker-compose.yml" <<EOF
version: '3.8'
services:
ai_chatbot:
build:
context: .
dockerfile: deployment/docker/ai_chatbot.Dockerfile
ports:
- "\${AI_CHATBOT_PORT:-8000}:8000"
environment:
- APP_ENV=\${APP_ENV}
- DB_HOST=\${DB_HOST}
depends_on:
- db
- redis
networks:
- ai_platform_net
restart: unless-stopped
healthcheck:
test: ["CMD", "curl", "-f", "http://localhost:8000/health"]
interval: 30s
timeout: 10s
retries: 3
start_period: 40s
db:
image: postgres:13-alpine
environment:
- POSTGRES_DB=\${DB_NAME}
- POSTGRES_USER=\${DB_USER}
- POSTGRES_PASSWORD=\${DB_PASSWORD}
volumes:
- postgres_data:/var/lib/postgresql/data
networks:
- ai_platform_net
restart: unless-stopped
healthcheck:
test: ["CMD-SHELL", "pg_isready -U \${DB_USER} -d \${DB_NAME}"]
interval: 10s
timeout: 5s
retries: 5
redis:
image: redis:6-alpine
command: redis-server --requirepass \${REDIS_PASSWORD}
volumes:
- redis_data:/data
networks:
- ai_platform_net
restart: unless-stopped
healthcheck:
test: ["CMD", "redis-cli", "ping"]
interval: 10s
timeout: 5s
retries: 3
networks:
ai_platform_net:
driver: bridge
volumes:
postgres_data:
redis_data:
EOF
# Create prometheus.yml
cat > "${PROJECT_ROOT}/monitoring/prometheus/prometheus.yml" <<EOF
global:
scrape_interval: 15s
evaluation_interval: 15s
rule_files:
- 'alert.rules'
alerting:
alertmanagers:
- static_configs:
- targets: ['alertmanager:9093']
scrape_configs:
- job_name: 'prometheus'
static_configs:
- targets: ['localhost:9090']
- job_name: 'ai_chatbot'
static_configs:
- targets: ['ai_chatbot:8000']
- job_name: 'node_exporter'
static_configs:
- targets: ['node_exporter:9100']
EOF
# Create Grafana dashboard configuration
cat > "${PROJECT_ROOT}/monitoring/grafana/dashboards/ai_platform.json" <<EOF
{
"annotations": {
"list": []
},
"editable": true,
"fiscalYearStartMonth": 0,
"graphTooltip": 0,
"hideControls": false,
"links": [],
"liveNow": false,
"panels": [
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"fieldConfig": {
"defaults": {
"color": {
"mode": "palette-classic"
},
"custom": {
"axisCenteredZero": false,
"axisColorMode": "text",
"axisLabel": "",
"axisPlacement": "auto",
"barAlignment": 0,
"drawStyle": "line",
"fillOpacity": 10,
"gradientMode": "none",
"hideFrom": {
"legend": false,
"tooltip": false,
"viz": false
},
"lineInterpolation": "linear",
"lineWidth": 1,
"pointSize": 5,
"scaleDistribution": {
"type": "linear"
},
"showPoints": "never",
"spanNulls": false,
"stacking": {
"group": "A",
"mode": "none"
},
"thresholdsStyle": {
"mode": "off"
}
},
"thresholds": {
"mode": "absolute",
"steps": [
{
"color": "green",
"value": null
},
{
"color": "red",
"value": 80
}
]
},
"unit": "percent"
},
"overrides": []
},
"gridPos": {
"h": 8,
"w": 12,
"x": 0,
"y": 0
},
"id": 1,
"options": {
"legend": {
"calcs": [],
"displayMode": "list",
"placement": "bottom",
"showLegend": true
},
"tooltip": {
"mode": "single",
"sort": "none"
}
},
"targets": [
{
"datasource": {
"type": "prometheus",
"uid": "prometheus"
},
"expr": "rate(process_cpu_seconds_total{job=\"ai_chatbot\"}[5m]) * 100",
"interval": "",
"legendFormat": "CPU Usage",
"refId": "A"
}
],
"title": "CPU Usage",
"type": "timeseries"
}
],
"refresh": "5s",
"schemaVersion": 38,
"style": "dark",
"tags": [],
"templating": {
"list": []
},
"time": {
"from": "now-6h",
"to": "now"
},
"timepicker": {},
"timezone": "",
"title": "AI Platform Dashboard",
"uid": "ai_platform",
"version": 1,
"weekStart": ""
}
EOF
log "SUCCESS" "Configuration files created successfully"
}
# =============================================================================
# KUBERNETES MANIFESTS
# =============================================================================
create_kubernetes_manifests() {
log "INFO" "Creating Kubernetes manifests..."
# Example manifests creation
# You should replace these with actual manifests tailored to your setup
# 00-namespace.yaml
cat > "${PROJECT_ROOT}/deployment/k8s/00-namespace.yaml" <<EOF
apiVersion: v1
kind: Namespace
metadata:
name: ai-platform