Metrics API

headers = {
    "Authorization": "your-api-token",
    "LD-API-Version": "beta"
}

import requests
import time
import os

def get_ai_config_metrics(project_key: str, config_key: str, env: str = "production", hours: int = 24):
    """Get config metrics for the last N hours."""
    API_TOKEN = os.environ.get("LAUNCHDARKLY_API_TOKEN")

    now = int(time.time())
    start = now - (hours * 3600)

    url = f"https://app.launchdarkly.com/api/v2/projects/{project_key}/ai-configs/{config_key}/metrics"

    params = {
        "from": start,
        "to": now,
        "env": env
    }

    headers = {
        "Authorization": API_TOKEN,
        "LD-API-Version": "beta"
    }

    response = requests.get(url, headers=headers, params=params)

    if response.status_code == 200:
        metrics = response.json()
        print(f"[OK] Metrics for {config_key} (last {hours} hours, {env}):")
        print(f"     Generations: {metrics.get('generationCount', 0):,}")
        print(f"     Success: {metrics.get('generationSuccessCount', 0):,}")
        print(f"     Errors: {metrics.get('generationErrorCount', 0):,}")
        print(f"     Input Tokens: {metrics.get('inputTokens', 0):,}")
        print(f"     Output Tokens: {metrics.get('outputTokens', 0):,}")
        print(f"     Total Tokens: {metrics.get('totalTokens', 0):,}")
        print(f"     Input Cost: ${metrics.get('inputCost', 0):.4f}")
        print(f"     Output Cost: ${metrics.get('outputCost', 0):.4f}")
        print(f"     Duration (ms): {metrics.get('durationMs', 0):,}")
        print(f"     TTFT (ms): {metrics.get('timeToFirstTokenMs', 0):,}")
        print(f"     Thumbs Up: {metrics.get('thumbsUp', 0)}")
        print(f"     Thumbs Down: {metrics.get('thumbsDown', 0)}")
        return metrics
    else:
        print(f"[ERROR] Failed to get metrics: {response.status_code}")
        return None