add(pseudo): ai summary

app/extras/pseudographic.py

@@ -1,25 +1,26 @@
 from rich.console import Console
 from rich.table import Table
+from rich.progress import Progress
 from database import fetch_all
 from kubernetes import client, config
+import requests
+
+# Define constants
+THINK_K8S_URL = "http://localhost:8000/think/k8s"
+
+console = Console()
 
 # Helper functions for conversions
 def convert_cpu_to_cores(cpu):
-    """
+    if "n" in cpu:
-    Convert CPU usage to cores for human-readable format.
-    """
-    if "n" in cpu:  # Nanocores to cores
         return round(int(cpu.replace("n", "")) / 1e9, 4)
-    elif "u" in cpu:  # Microcores to cores
+    elif "u" in cpu:
         return round(int(cpu.replace("u", "")) / 1e6, 4)
-    elif "m" in cpu:  # Millicores to cores
+    elif "m" in cpu:
         return round(int(cpu.replace("m", "")) / 1000, 4)
-    return float(cpu)  # Already in cores
+    return float(cpu)
 
 def convert_memory_to_mib(memory):
-    """
-    Convert memory to MiB (mebibytes).
-    """
     if "Ki" in memory:
         return int(memory.replace("Ki", "")) / 1024
     elif "Mi" in memory:
@@ -29,9 +30,6 @@ def convert_memory_to_mib(memory):
     return float(memory)
 
 def convert_memory_to_gb(memory):
-    """
-    Convert memory to GB (gigabytes) for ephemeral-storage.
-    """
     if "Ki" in memory:
         return int(memory.replace("Ki", "")) / (1024 ** 2)
     elif "Mi" in memory:
@@ -40,8 +38,8 @@ def convert_memory_to_gb(memory):
         return int(memory.replace("Gi", ""))
     return float(memory)
 
+# Display tables
 def display_metal_nodes():
-    console = Console()
     table = Table(title="🖥️ Metal Nodes", style="bold green")
     table.add_column("ID", justify="right", style="cyan")
     table.add_column("Name", style="magenta")
@@ -66,7 +64,6 @@ def display_metal_nodes():
     console.print(table)
 
 def display_virtual_machines():
-    console = Console()
     table = Table(title="💻 Virtual Machines", style="bold blue")
     table.add_column("ID", justify="right", style="cyan")
     table.add_column("Name", style="magenta")
@@ -91,7 +88,6 @@ def display_virtual_machines():
     console.print(table)
 
 def display_kubernetes_nodes():
-    console = Console()
     config.load_incluster_config()
     v1 = client.CoreV1Api()
 
@@ -100,7 +96,7 @@ def display_kubernetes_nodes():
     table.add_column("CPU", justify="right", style="yellow")
     table.add_column("Memory (MiB)", justify="right", style="cyan")
     table.add_column("Storage (GB)", justify="right", style="green")
-    table.add_column("Instance Type", style="white")
+    table.add_column("Instance Type", style="blue")
     table.add_column("Pods Allocatable", justify="right", style="magenta")
 
     nodes = v1.list_node()
@@ -119,9 +115,7 @@ def display_kubernetes_nodes():
 
     console.print(table)
 
-
 def display_namespace_usage():
-    console = Console()
     config.load_incluster_config()
     metrics_client = client.CustomObjectsApi()
 
@@ -156,10 +150,36 @@ def display_namespace_usage():
 
     console.print(table)
 
+# Fetch and display AI summary
+def fetch_ai_summary():
+    with Progress() as progress:
+        task = progress.add_task("[cyan]Thinking about Kubernetes...", total=100)
+
+        try:
+            for _ in range(10):  # Simulate progress
+                progress.update(task, advance=10)
+                import time; time.sleep(0.1)
+
+            response = requests.get(THINK_K8S_URL)
+            progress.update(task, completed=100)
+
+            if response.status_code == 200:
+                data = response.json()
+                return data.get("summary", "No summary provided.")
+            else:
+                return f"Failed to fetch summary: {response.status_code} {response.text}"
+        except requests.RequestException as e:
+            return f"An error occurred while fetching the summary: {str(e)}"
+
+def display_ai_summary():
+    summary = fetch_ai_summary()
+    console.print("\n[bold magenta]AI Summary of Kubernetes Cluster:[/bold magenta]")
+    console.print(f"[green]{summary}[/green]\n")
+
 if __name__ == "__main__":
-    console = Console()
     console.print("✨ [bold green]Welcome to the Metal Check Dashboard![/bold green] ✨\n")
     display_metal_nodes()
     display_virtual_machines()
     display_kubernetes_nodes()
     display_namespace_usage()
+    display_ai_summary()