# common/utils/execution_progress.py
from datetime import datetime as dt, timezone as tz
from typing import Generator
from redis import Redis, RedisError
import json
from flask import current_app
import time


class ExecutionProgressTracker:
    """Tracks progress of specialist executions using Redis"""

    # Normalized processing types and aliases
    PT_COMPLETE = 'EVEAI_COMPLETE'
    PT_ERROR = 'EVEAI_ERROR'

    _COMPLETE_ALIASES = {'EveAI Specialist Complete', 'Task Complete', 'task complete'}
    _ERROR_ALIASES = {'EveAI Specialist Error', 'Task Error', 'task error'}

    def __init__(self):
        try:
            # Use shared pubsub pool (lazy connect; no eager ping)
            from common.utils.redis_pubsub_pool import get_pubsub_client
            self.redis = get_pubsub_client(current_app)
            self.expiry = 3600  # 1 hour expiry
        except Exception as e:
            current_app.logger.error(f"Error initializing ExecutionProgressTracker: {str(e)}")
            raise

    def _get_key(self, execution_id: str) -> str:
        prefix = current_app.config.get('REDIS_PREFIXES', {}).get('pubsub_execution', 'pubsub:execution:')
        return f"{prefix}{execution_id}"

    def _retry(self, op, attempts: int = 3, base_delay: float = 0.1):
        """Retry wrapper for Redis operations with exponential backoff."""
        last_exc = None
        for i in range(attempts):
            try:
                return op()
            except RedisError as e:
                last_exc = e
                if i == attempts - 1:
                    break
                delay = base_delay * (3 ** i)  # 0.1, 0.3, 0.9
                current_app.logger.warning(f"Redis operation failed (attempt {i+1}/{attempts}): {e}. Retrying in {delay}s")
                time.sleep(delay)
        # Exhausted retries
        raise last_exc

    def _normalize_processing_type(self, processing_type: str) -> str:
        if not processing_type:
            return processing_type
        p = str(processing_type).strip()
        if p in self._COMPLETE_ALIASES:
            return self.PT_COMPLETE
        if p in self._ERROR_ALIASES:
            return self.PT_ERROR
        return p

    def send_update(self, ctask_id: str, processing_type: str, data: dict):
        """Send an update about execution progress"""
        try:
            current_app.logger.debug(f"Sending update for {ctask_id} with processing type {processing_type} and data:\n"
                                     f"{data}")
            key = self._get_key(ctask_id)

            processing_type = self._normalize_processing_type(processing_type)
            update = {
                'processing_type': processing_type,
                'data': data,
                'timestamp': dt.now(tz=tz.utc)
            }

            # Log initial state
            try:
                orig_len = self._retry(lambda: self.redis.llen(key))

                # Try to serialize the update and check the result
                try:
                    serialized_update = json.dumps(update, default=str)  # Add default handler for datetime
                except TypeError as e:
                    current_app.logger.error(f"Failed to serialize update: {str(e)}")
                    raise

                # Store update in list with pipeline for atomicity
                def _pipeline_op():
                    with self.redis.pipeline() as pipe:
                        pipe.rpush(key, serialized_update)
                        pipe.publish(key, serialized_update)
                        pipe.expire(key, self.expiry)
                        return pipe.execute()

                results = self._retry(_pipeline_op)

                new_len = self._retry(lambda: self.redis.llen(key))

                if new_len <= orig_len:
                    current_app.logger.error(
                        f"List length did not increase as expected. Original: {orig_len}, New: {new_len}")

            except RedisError as e:
                current_app.logger.error(f"Redis operation failed: {str(e)}")
                raise

        except Exception as e:
            current_app.logger.error(f"Unexpected error in send_update: {str(e)}, type: {type(e)}")
            raise

    def get_updates(self, ctask_id: str) -> Generator[str, None, None]:
        key = self._get_key(ctask_id)
        pubsub = self.redis.pubsub()
        # Subscribe with retry
        self._retry(lambda: pubsub.subscribe(key))

        try:
            # Hint client reconnect interval (optional but helpful)
            yield "retry: 3000\n\n"

            # First yield any existing updates
            length = self._retry(lambda: self.redis.llen(key))
            if length > 0:
                updates = self._retry(lambda: self.redis.lrange(key, 0, -1))
                for update in updates:
                    update_data = json.loads(update.decode('utf-8'))
                    update_data['processing_type'] = self._normalize_processing_type(update_data.get('processing_type'))
                    yield f"data: {json.dumps(update_data)}\n\n"

            # Then listen for new updates
            while True:
                try:
                    message = pubsub.get_message(timeout=30)  # message['type'] is Redis pub/sub type
                except RedisError as e:
                    current_app.logger.warning(f"Redis pubsub get_message error: {e}. Continuing...")
                    time.sleep(0.3)
                    continue

                if message is None:
                    yield ": keepalive\n\n"
                    continue

                if message['type'] == 'message':  # This is Redis pub/sub type
                    update_data = json.loads(message['data'].decode('utf-8'))
                    update_data['processing_type'] = self._normalize_processing_type(update_data.get('processing_type'))
                    yield f"data: {json.dumps(update_data)}\n\n"

                    # Unified completion check
                    if update_data['processing_type'] in [self.PT_COMPLETE, self.PT_ERROR]:
                        # Give proxies/clients a chance to flush
                        yield ": closing\n\n"
                        break
        finally:
            try:
                pubsub.unsubscribe()
            except Exception:
                pass
            try:
                pubsub.close()
            except Exception:
                pass