import {
  ECSClient,
  UpdateServiceCommand,
  DescribeServicesCommand,
} from '@aws-sdk/client-ecs';
import {
  AutoScalingClient,
  UpdateAutoScalingGroupCommand,
  DescribeAutoScalingGroupsCommand,
} from '@aws-sdk/client-auto-scaling';
import { InjectQueue } from '@nestjs/bullmq';
import { Injectable, Logger } from '@nestjs/common';
import { Cron, CronExpression } from '@nestjs/schedule';
import { Queue } from 'bullmq';
import { Transcode } from 'src/contents/types/transcode';

@Injectable()
export class TranscodingServerService {
  ecs: ECSClient;
  autoScaling: AutoScalingClient;
  clusterName = 'indeehub-cluster-transcoding';
  serviceName = 'transcoding-api-service-production';
  autoScalingGroup = 'transcoding-api-ecs-asg-production';
  minTasks = 0;
  maxTasks = 1;
  scaleOutThreshold = 1;
  scaleInThreshold = 0;

  constructor(
    @InjectQueue('transcode') private transcodeQueue: Queue<Transcode>,
  ) {
    this.ecs = new ECSClient({
      region: 'us-east-1',
      credentials: {
        secretAccessKey: process.env.AWS_SECRET_KEY,
        accessKeyId: process.env.AWS_ACCESS_KEY,
      },
    });
    this.autoScaling = new AutoScalingClient({
      region: 'us-east-1',
      credentials: {
        secretAccessKey: process.env.AWS_SECRET_KEY,
        accessKeyId: process.env.AWS_ACCESS_KEY,
      },
    });
  }

  // Function to get the number of messages in the queue
  async getQueueSize(): Promise<number> {
    const jobCount = await this.transcodeQueue.getJobCounts('waiting');
    return jobCount['waiting'] || 0;
  }

  // Function to check for ongoing transcoding tasks
  async getProcessingCount(): Promise<number> {
    const jobCount = await this.transcodeQueue.getJobCounts('active');
    return jobCount['active'] || 0;
  }

  // Function to describe the ECS service to get the current task count
  async describeService(cluster: string, service: string): Promise<number> {
    const command = new DescribeServicesCommand({
      cluster,
      services: [service],
    });
    const response = await this.ecs.send(command);
    const desiredCount = response.services?.[0]?.desiredCount || 0;
    return desiredCount;
  }

  // Function to scale the ECS service by updating the desired task count
  async scaleEcsService(
    cluster: string,
    service: string,
    desiredCount: number,
  ) {
    const command = new UpdateServiceCommand({
      cluster,
      service,
      desiredCount,
    });
    await this.ecs.send(command);
    Logger.log(`ECS service scaled to ${desiredCount} tasks`);
  }

  // Function to describe the current desired count of the Auto Scaling group
  async describeAutoScalingGroup(asgName: string): Promise<number> {
    const command = new DescribeAutoScalingGroupsCommand({
      AutoScalingGroupNames: [asgName],
    });
    const response = await this.autoScaling.send(command);
    return response.AutoScalingGroups?.[0]?.DesiredCapacity || 0;
  }

  // Function to update the desired count of the Auto Scaling group
  async scaleAutoScalingGroup(asgName: string, desiredCount: number) {
    const command = new UpdateAutoScalingGroupCommand({
      AutoScalingGroupName: asgName,
      DesiredCapacity: desiredCount,
    });
    await this.autoScaling.send(command);
    Logger.log(`Auto Scaling group scaled to ${desiredCount} instances`);
  }

  // Run the autoscaling logic every hour (AWS ECS only).
  // Skip when using the local FFmpeg worker (no TRANSCODING_API_URL).
  @Cron(CronExpression.EVERY_MINUTE)
  async autoscaleEcsService() {
    if (process.env.ENVIRONMENT !== 'production') return;
    if (!process.env.TRANSCODING_API_URL) return;
    try {
      const queueSize = await this.getQueueSize();
      const currentTaskCount = await this.describeService(
        this.clusterName,
        this.serviceName,
      );
      const activeTranscodings = await this.getProcessingCount();
      const currentAsgCount = await this.describeAutoScalingGroup(
        this.autoScalingGroup,
      );

      Logger.log(
        `Queue size: ${queueSize}, Current task count: ${currentTaskCount}, Active transcodings: ${activeTranscodings}, ASG desired count: ${currentAsgCount}`,
      );

      // If there are no active tasks, scale down both ECS and ASG
      if (
        activeTranscodings + queueSize <= this.scaleInThreshold &&
        (currentTaskCount > this.minTasks || currentAsgCount > this.minTasks)
      ) {
        await this.scaleEcsService(
          this.clusterName,
          this.serviceName,
          this.minTasks,
        );
        await this.scaleAutoScalingGroup(this.autoScalingGroup, this.minTasks); // Scale down ASG
        Logger.log(
          'Scaled down to 0 tasks and 0 instances in the Auto Scaling group.',
          'TRANSCODING SERVER',
        );
      } else if (
        queueSize >= this.scaleOutThreshold &&
        currentTaskCount < this.maxTasks
      ) {
        Logger.log(
          'Scaling out ECS and ASG to handle increased load',
          'TRANSCODING SERVER',
        );
        // Scale out ECS and ASG
        const newTaskCount = Math.min(currentTaskCount + 1, this.maxTasks);
        await this.scaleEcsService(
          this.clusterName,
          this.serviceName,
          newTaskCount,
        );
        await this.scaleAutoScalingGroup(
          this.autoScalingGroup,
          Math.min(currentAsgCount + 1, this.maxTasks),
        );
      }
    } catch (error) {
      Logger.error('Error during autoscaling:', error);
    }
  }
}