import json
import logging
import requests
from flask import current_app
from services.workflow import NODE_CHECKPOINT

logger = logging.getLogger('gaze')


def get_loaded_checkpoint():
    """Return the checkpoint path currently loaded in ComfyUI, or None."""
    try:
        url = current_app.config.get('COMFYUI_URL', 'http://127.0.0.1:8188')
        resp = requests.get(f'{url}/history', timeout=3)
        if resp.ok:
            history = resp.json()
            if history:
                # Sort by prompt ID (numeric string) to get the most recent job
                latest_id = max(history.keys())
                latest = history[latest_id]
                nodes = latest.get('prompt', [None, None, {}])[2]
                return nodes.get(NODE_CHECKPOINT, {}).get('inputs', {}).get('ckpt_name')
    except Exception:
        pass
    return None


def _ensure_checkpoint_loaded(checkpoint_path):
    """Check if the desired checkpoint is loaded in ComfyUI, and force reload if not."""
    if not checkpoint_path:
        return

    try:
        # Get currently loaded checkpoint from ComfyUI history
        url = current_app.config.get('COMFYUI_URL', 'http://127.0.0.1:8188')
        resp = requests.get(f'{url}/history', timeout=3)
        if resp.ok:
            history = resp.json()
            if history:
                latest_id = max(history.keys())
                latest = history[latest_id]
                nodes = latest.get('prompt', [None, None, {}])[2]
                loaded_ckpt = nodes.get(NODE_CHECKPOINT, {}).get('inputs', {}).get('ckpt_name')

                # If the loaded checkpoint matches what we want, no action needed
                if loaded_ckpt == checkpoint_path:
                    logger.info("Checkpoint %s already loaded in ComfyUI", checkpoint_path)
                    return

        # Checkpoint doesn't match or couldn't determine - force unload all models
        logger.info("Forcing ComfyUI to unload models to ensure %s loads", checkpoint_path)
        requests.post(f'{url}/free', json={'unload_models': True}, timeout=5)
    except Exception as e:
        logger.warning("Failed to check/force checkpoint reload: %s", e)


def queue_prompt(prompt_workflow, client_id=None):
    """POST a workflow to ComfyUI's /prompt endpoint."""
    # Ensure the checkpoint in the workflow is loaded in ComfyUI
    checkpoint_path = prompt_workflow.get(NODE_CHECKPOINT, {}).get('inputs', {}).get('ckpt_name')
    _ensure_checkpoint_loaded(checkpoint_path)

    p = {"prompt": prompt_workflow}
    if client_id:
        p["client_id"] = client_id

    url = current_app.config['COMFYUI_URL']

    # Log the full request being sent to ComfyUI
    logger.debug("=" * 80)
    logger.debug("COMFYUI REQUEST - Sending prompt to %s/prompt", url)
    logger.debug("Checkpoint: %s", checkpoint_path)
    logger.debug("Client ID: %s", client_id if client_id else "(none)")
    logger.debug("Full workflow JSON:")
    logger.debug(json.dumps(prompt_workflow, indent=2))
    logger.debug("=" * 80)

    data = json.dumps(p).encode('utf-8')
    response = requests.post(f"{url}/prompt", data=data, timeout=30)
    if not response.ok:
        logger.error("ComfyUI returned HTTP %s: %s", response.status_code, response.text[:500])
        raise RuntimeError(f"ComfyUI returned HTTP {response.status_code}")
    response_json = response.json()

    # Log the response from ComfyUI
    logger.debug("COMFYUI RESPONSE - Status: %s", response.status_code)
    logger.debug("Response JSON: %s", json.dumps(response_json, indent=2))
    if 'prompt_id' in response_json:
        logger.info("ComfyUI accepted prompt with ID: %s", response_json['prompt_id'])
    else:
        logger.error("ComfyUI rejected prompt: %s", response_json)
    logger.debug("=" * 80)

    return response_json


def get_history(prompt_id):
    """Poll ComfyUI /history for results of a given prompt_id."""
    url = current_app.config['COMFYUI_URL']
    response = requests.get(f"{url}/history/{prompt_id}", timeout=10)
    history_json = response.json()

    # Log detailed history response for debugging
    if prompt_id in history_json:
        logger.debug("=" * 80)
        logger.debug("COMFYUI HISTORY - Prompt ID: %s", prompt_id)
        logger.debug("Status: %s", response.status_code)

        # Extract key information from the history
        prompt_data = history_json[prompt_id]
        if 'status' in prompt_data:
            logger.debug("Generation status: %s", prompt_data['status'])

        if 'outputs' in prompt_data:
            logger.debug("Outputs available: %s", list(prompt_data['outputs'].keys()))
            for node_id, output in prompt_data['outputs'].items():
                if 'images' in output:
                    logger.debug("  Node %s produced %d image(s)", node_id, len(output['images']))
                    for img in output['images']:
                        logger.debug("    - %s (subfolder: %s, type: %s)",
                                   img.get('filename'), img.get('subfolder'), img.get('type'))

        logger.debug("Full history response:")
        logger.debug(json.dumps(history_json, indent=2))
        logger.debug("=" * 80)
    else:
        logger.debug("History not yet available for prompt ID: %s", prompt_id)

    return history_json


def get_image(filename, subfolder, folder_type):
    """Retrieve a generated image from ComfyUI's /view endpoint."""
    url = current_app.config['COMFYUI_URL']
    data = {"filename": filename, "subfolder": subfolder, "type": folder_type}
    logger.debug("Fetching image from ComfyUI: filename=%s, subfolder=%s, type=%s",
                filename, subfolder, folder_type)
    response = requests.get(f"{url}/view", params=data, timeout=30)
    logger.debug("Image retrieved: %d bytes (status: %s)", len(response.content), response.status_code)
    return response.content