Advanced Example

Advanced example for v2/logs/scroll API - Multiple query patterns and use cases.

This example demonstrates various query patterns including basic queries, complex filters with bool logic, field selection, serverless logs, and pagination handling.

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Code Example

import requests
import logging
from datetime import datetime, timedelta

# Configure logging
logging.basicConfig(
    level=logging.INFO,
    format='%(asctime)s - %(levelname)s - %(message)s'
)
logger = logging.getLogger(__name__)

BASE_URL = "https://central-monitoring-data-api.mywizard-aiops.com"
TOKEN_URL = "https://your-auth-endpoint.com/oauth2/token"
CLIENT_ID = "your-client-id"
CLIENT_SECRET = "your-client-secret"

def get_access_token():
    """Get JWT access token."""
    response = requests.post(
        TOKEN_URL,
        data={
            "grant_type": "client_credentials",
            "client_id": CLIENT_ID,
            "client_secret": CLIENT_SECRET
        },
        headers={"Content-Type": "application/x-www-form-urlencoded"}
    )
    return response.json()["access_token"]

def example_1_basic_query():
    """Example 1: Basic query for all logs in a domain."""
    logger.info("="*60)
    logger.info("Example 1: Basic Query - All logs from specific domain")
    logger.info("="*60)
    
    access_token = get_access_token()
    end_time = datetime.utcnow()
    start_time = end_time - timedelta(hours=1)
    
    payload = {
        "application": "atr",
        "app_type": "kubernetes",
        "domain": ["prod.example.com"],
        "start_time": start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "end_time": end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "size": 100
    }
    
    response = requests.post(
        f"{BASE_URL}/v2/logs/scroll",
        json=payload,
        headers={
            "Authorization": f"Bearer {access_token}",
            "Content-Type": "application/json",
            "client_id": CLIENT_ID
        }
    )
    
    data = response.json()
    logger.info(f"Status: {response.status_code}")
    logger.info(f"Logs retrieved: {len(data.get('data', {}).get('logs', []))}")
    logger.info(f"Total available: {data.get('meta', {}).get('log_count', 0)}")

def example_2_with_filters():
    """Example 2: Query with filters for specific log patterns."""
    logger.info("="*60)
    logger.info("Example 2: Query with Filters - Error logs only")
    logger.info("="*60)
    
    access_token = get_access_token()
    end_time = datetime.utcnow()
    start_time = end_time - timedelta(hours=6)
    
    payload = {
        "application": "atr",
        "app_type": "ec2",
        "domain": ["*"],
        "start_time": start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "end_time": end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "size": 50,
        "filters": [
            {"term": {"container.name": "my_container-name"}},
            {"term": {"atr.infra_data.region": "my_region"}}
        ]
    }
    
    response = requests.post(
        f"{BASE_URL}/v2/logs/scroll",
        json=payload,
        headers={
            "Authorization": f"Bearer {access_token}",
            "Content-Type": "application/json",
            "client_id": CLIENT_ID
        }
    )
    
    data = response.json()
    logger.info(f"Status: {response.status_code}")
    logger.info(f"Error logs found: {len(data.get('data', {}).get('logs', []))}")

def example_3_field_selection():
    """Example 3: Complex bool query with must and must_not clauses."""
    logger.info("="*60)
    logger.info("Example 3: Complex Bool Query - SR_TASK tickets that didn't fail")
    logger.info("="*60)
    
    access_token = get_access_token()
    end_time = datetime.utcnow()
    start_time = end_time - timedelta(minutes=30)
    
    payload = {
        "application": "atr",
        "app_type": "kubernetes",
        "domain": ["*"],
        "start_time": start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "end_time": end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "size": 20,
        "fields": [
            "@timestamp",
            "ticket.type",
            "workload.trigger",
            "workload.state",
            "message"
        ],
        "filters": [
            {
                "bool": {
                    "must": [
                        {"term": {"container.name": "my_container"}},
                        {"term": {"host.os.name": "host_name"}}
                    ],
                    "must_not": [
                        {"term": {"regex.pattern": "token_error"}}
                    ]
                }
            }
        ]
    }
    
    response = requests.post(
        f"{BASE_URL}/v2/logs/scroll",
        json=payload,
        headers={
            "Authorization": f"Bearer {access_token}",
            "Content-Type": "application/json",
            "client_id": CLIENT_ID
        }
    )
    
    data = response.json()
    logs = data.get('data', {}).get('logs', [])
    logger.info(f"Status: {response.status_code}")
    logger.info(f"Logs retrieved: {len(logs)}")
    
    if logs:
        logger.info("First log sample (only selected fields returned):")
        source = logs[0].get('_source', {})
        logger.info(f"  Timestamp: {source.get('@timestamp', 'N/A')}")
        logger.info(f"  Ticket Type: {source.get('ticket', {}).get('type', 'N/A')}")
        logger.info(f"  Workload Trigger: {source.get('workload', {}).get('trigger', 'N/A')}")
        logger.info(f"  Workload State: {source.get('workload', {}).get('state', 'N/A')}")
        message = source.get('message', 'N/A')
        message_preview = message[:80] + '...' if message != 'N/A' and len(message) > 80 else message
        logger.info(f"  Message: {message_preview}")

def example_4_serverless_logs():
    """Example 4: Query serverless (EventOps) logs."""
    logger.info("="*60)
    logger.info("Example 4: Serverless Logs - EventOps application")
    logger.info("="*60)
    
    access_token = get_access_token()
    end_time = datetime.utcnow()
    start_time = end_time - timedelta(hours=2)
    
    payload = {
        "application": "eventops",
        "app_type": "serverless",
        "log_group": ["*"],
        "tenant": ["*"],
        "stage": ["*"],
        "start_time": start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "end_time": end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "size": 100
    }
    
    response = requests.post(
        f"{BASE_URL}/v2/logs/scroll",
        json=payload,
        headers={
            "Authorization": f"Bearer {access_token}",
            "Content-Type": "application/json",
            "client_id": CLIENT_ID
        }
    )
    
    data = response.json()
    logger.info(f"Status: {response.status_code}")
    logger.info(f"Serverless logs retrieved: {len(data.get('data', {}).get('logs', []))}")

def example_5_pagination():
    """Example 5: Using scroll_id for pagination."""
    logger.info("="*60)
    logger.info("Example 5: Pagination - Using scroll_id")
    logger.info("="*60)
    
    access_token = get_access_token()
    end_time = datetime.utcnow()
    start_time = end_time - timedelta(hours=1)
    
    # Initial request
    payload = {
        "application": "atr",
        "app_type": "kubernetes",
        "domain": ["*"],
        "start_time": start_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "end_time": end_time.strftime("%Y-%m-%dT%H:%M:%SZ"),
        "size": 50
    }
    
    headers = {
        "Authorization": f"Bearer {access_token}",
        "Content-Type": "application/json",
        "client_id": CLIENT_ID
    }
    
    response = requests.post(f"{BASE_URL}/v2/logs/scroll", json=payload, headers=headers)
    data = response.json()
    logs_page_1 = data.get('data', {}).get('logs', [])
    scroll_id = data.get('meta', {}).get('scroll_id')
    
    logger.info(f"Page 1: Retrieved {len(logs_page_1)} logs")
    
    if scroll_id:
        # Follow-up request with scroll_id
        logger.info("Fetching page 2 using scroll_id...")
        payload = {"scroll_id": scroll_id}
        response = requests.post(f"{BASE_URL}/v2/logs/scroll", json=payload, headers=headers)
        data = response.json()
        logs_page_2 = data.get('data', {}).get('logs', [])
        logger.info(f"Page 2: Retrieved {len(logs_page_2)} logs")
        logger.info(f"Total: {len(logs_page_1) + len(logs_page_2)} logs")
    else:
        logger.info("No more pages available")

def main():
    """Run all examples."""
    logger.info("="*60)
    logger.info("v2/logs/scroll API - Advanced Examples")
    logger.info("="*60)
    
    try:
        example_1_basic_query()
        example_2_with_filters()
        example_3_field_selection()
        example_4_serverless_logs()
        example_5_pagination()
        
        logger.info("="*60)
        logger.info("All examples completed!")
        logger.info("="*60)
    except Exception as e:
        logger.error(f"Error: {e}")

if __name__ == "__main__":
    main()