import {
  useCallback,
  useEffect,
  useRef,
  useState,
} from 'react'
import { useTranslation } from 'react-i18next'
import { produce, setAutoFreeze } from 'immer'
import { uniqBy } from 'lodash-es'
import { useParams, usePathname } from 'next/navigation'
import { v4 as uuidV4 } from 'uuid'
import type {
  ChatConfig,
  ChatItem,
  Inputs,
} from '../types'
import type { InputForm } from './type'
import {
  getProcessedInputs,
  processOpeningStatement,
} from './utils'
import { TransferMethod } from '@/types/app'
import { useToastContext } from '@/app/components/base/toast'
import { ssePost } from '@/service/base'
import type { Annotation } from '@/models/log'
import { WorkflowRunningStatus } from '@/app/components/workflow/types'
import useTimestamp from '@/hooks/use-timestamp'
import { AudioPlayerManager } from '@/app/components/base/audio-btn/audio.player.manager'
import type { FileEntity } from '@/app/components/base/file-uploader/types'
import {
  getProcessedFiles,
  getProcessedFilesFromResponse,
} from '@/app/components/base/file-uploader/utils'

type GetAbortController = (abortController: AbortController) => void
type SendCallback = {
  onGetConversationMessages?: (conversationId: string, getAbortController: GetAbortController) => Promise<any>
  onGetSuggestedQuestions?: (responseItemId: string, getAbortController: GetAbortController) => Promise<any>
  onConversationComplete?: (conversationId: string) => void
  isPublicAPI?: boolean
}

export const useChat = (
  config?: ChatConfig,
  formSettings?: {
    inputs: Inputs
    inputsForm: InputForm[]
  },
  prevChatList?: ChatItem[],
  stopChat?: (taskId: string) => void,
) => {
  const { t } = useTranslation()
  const { formatTime } = useTimestamp()
  const { notify } = useToastContext()
  const conversationId = useRef('')
  const hasStopResponded = useRef(false)
  const [isResponding, setIsResponding] = useState(false)
  const isRespondingRef = useRef(false)
  const [chatList, setChatList] = useState<ChatItem[]>(prevChatList || [])
  const chatListRef = useRef<ChatItem[]>(prevChatList || [])
  const taskIdRef = useRef('')
  const [suggestedQuestions, setSuggestQuestions] = useState<string[]>([])
  const conversationMessagesAbortControllerRef = useRef<AbortController | null>(null)
  const suggestedQuestionsAbortControllerRef = useRef<AbortController | null>(null)
  const params = useParams()
  const pathname = usePathname()
  useEffect(() => {
    setAutoFreeze(false)
    return () => {
      setAutoFreeze(true)
    }
  }, [])

  const handleUpdateChatList = useCallback((newChatList: ChatItem[]) => {
    setChatList(newChatList)
    chatListRef.current = newChatList
  }, [])
  const handleResponding = useCallback((isResponding: boolean) => {
    setIsResponding(isResponding)
    isRespondingRef.current = isResponding
  }, [])

  const getIntroduction = useCallback((str: string) => {
    return processOpeningStatement(str, formSettings?.inputs || {}, formSettings?.inputsForm || [])
  }, [formSettings?.inputs, formSettings?.inputsForm])
  useEffect(() => {
    if (config?.opening_statement) {
      handleUpdateChatList(produce(chatListRef.current, (draft) => {
        const index = draft.findIndex(item => item.isOpeningStatement)

        if (index > -1) {
          draft[index] = {
            ...draft[index],
            content: getIntroduction(config.opening_statement),
            suggestedQuestions: config.suggested_questions,
          }
        }
        else {
          draft.unshift({
            id: `${Date.now()}`,
            content: getIntroduction(config.opening_statement),
            isAnswer: true,
            isOpeningStatement: true,
            suggestedQuestions: config.suggested_questions,
          })
        }
      }))
    }
  }, [config?.opening_statement, getIntroduction, config?.suggested_questions, handleUpdateChatList])

  const handleStop = useCallback(() => {
    hasStopResponded.current = true
    handleResponding(false)
    if (stopChat && taskIdRef.current)
      stopChat(taskIdRef.current)
    if (conversationMessagesAbortControllerRef.current)
      conversationMessagesAbortControllerRef.current.abort()
    if (suggestedQuestionsAbortControllerRef.current)
      suggestedQuestionsAbortControllerRef.current.abort()
  }, [stopChat, handleResponding])

  const handleRestart = useCallback(() => {
    conversationId.current = ''
    taskIdRef.current = ''
    handleStop()
    const newChatList = config?.opening_statement
      ? [{
        id: `${Date.now()}`,
        content: config.opening_statement,
        isAnswer: true,
        isOpeningStatement: true,
        suggestedQuestions: config.suggested_questions,
      }]
      : []
    handleUpdateChatList(newChatList)
    setSuggestQuestions([])
  }, [
    config,
    handleStop,
    handleUpdateChatList,
  ])

  const updateCurrentQA = useCallback(({
    responseItem,
    questionId,
    placeholderAnswerId,
    questionItem,
  }: {
    responseItem: ChatItem
    questionId: string
    placeholderAnswerId: string
    questionItem: ChatItem
  }) => {
    const newListWithAnswer = produce(
      chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId),
      (draft) => {
        if (!draft.find(item => item.id === questionId))
          draft.push({ ...questionItem })

        draft.push({ ...responseItem })
      })
    handleUpdateChatList(newListWithAnswer)
  }, [handleUpdateChatList])

  const handleSend = useCallback(async (
    url: string,
    data: {
      query: string
      files?: FileEntity[]
      [key: string]: any
    },
    {
      onGetConversationMessages,
      onGetSuggestedQuestions,
      onConversationComplete,
      isPublicAPI,
    }: SendCallback,
  ) => {
    setSuggestQuestions([])

    if (isRespondingRef.current) {
      notify({ type: 'info', message: t('appDebug.errorMessage.waitForResponse') })
      return false
    }

    const questionId = `question-${Date.now()}`
    const questionItem = {
      id: questionId,
      content: data.query,
      isAnswer: false,
      message_files: data.files,
    }

    const placeholderAnswerId = `answer-placeholder-${Date.now()}`
    const placeholderAnswerItem = {
      id: placeholderAnswerId,
      content: '',
      isAnswer: true,
    }

    const newList = [...chatListRef.current, questionItem, placeholderAnswerItem]
    handleUpdateChatList(newList)

    // answer
    const responseItem: ChatItem = {
      id: placeholderAnswerId,
      content: '',
      agent_thoughts: [],
      message_files: [],
      isAnswer: true,
    }

    handleResponding(true)
    hasStopResponded.current = false

    const { query, files, inputs, ...restData } = data
    const bodyParams = {
      response_mode: 'streaming',
      conversation_id: conversationId.current,
      files: getProcessedFiles(files || []),
      query,
      inputs: getProcessedInputs(inputs || {}, formSettings?.inputsForm || []),
      ...restData,
    }
    if (bodyParams?.files?.length) {
      bodyParams.files = bodyParams.files.map((item) => {
        if (item.transfer_method === TransferMethod.local_file) {
          return {
            ...item,
            url: '',
          }
        }
        return item
      })
    }

    let isAgentMode = false
    let hasSetResponseId = false

    let ttsUrl = ''
    let ttsIsPublic = false
    if (params.token) {
      ttsUrl = '/text-to-audio'
      ttsIsPublic = true
    }
    else if (params.appId) {
      if (pathname.search('explore/installed') > -1)
        ttsUrl = `/installed-apps/${params.appId}/text-to-audio`
      else
        ttsUrl = `/apps/${params.appId}/text-to-audio`
    }
    const player = AudioPlayerManager.getInstance().getAudioPlayer(ttsUrl, ttsIsPublic, uuidV4(), 'none', 'none', (_: any): any => {})
    ssePost(
      url,
      {
        body: bodyParams,
      },
      {
        isPublicAPI,
        onData: (message: string, isFirstMessage: boolean, { conversationId: newConversationId, messageId, taskId }: any) => {
          if (!isAgentMode) {
            responseItem.content = responseItem.content + message
          }
          else {
            const lastThought = responseItem.agent_thoughts?.[responseItem.agent_thoughts?.length - 1]
            if (lastThought)
              lastThought.thought = lastThought.thought + message // need immer setAutoFreeze
          }

          if (messageId && !hasSetResponseId) {
            responseItem.id = messageId
            hasSetResponseId = true
          }

          if (isFirstMessage && newConversationId)
            conversationId.current = newConversationId

          taskIdRef.current = taskId
          if (messageId)
            responseItem.id = messageId

          updateCurrentQA({
            responseItem,
            questionId,
            placeholderAnswerId,
            questionItem,
          })
        },
        async onCompleted(hasError?: boolean) {
          handleResponding(false)

          if (hasError)
            return

          if (onConversationComplete)
            onConversationComplete(conversationId.current)

          if (conversationId.current && !hasStopResponded.current && onGetConversationMessages) {
            const { data }: any = await onGetConversationMessages(
              conversationId.current,
              newAbortController => conversationMessagesAbortControllerRef.current = newAbortController,
            )
            const newResponseItem = data.find((item: any) => item.id === responseItem.id)
            if (!newResponseItem)
              return

            const newChatList = produce(chatListRef.current, (draft) => {
              const index = draft.findIndex(item => item.id === responseItem.id)
              if (index !== -1) {
                const question = draft[index - 1]
                draft[index - 1] = {
                  ...question,
                }
                draft[index] = {
                  ...draft[index],
                  content: newResponseItem.answer,
                  log: [
                    ...newResponseItem.message,
                    ...(newResponseItem.message[newResponseItem.message.length - 1].role !== 'assistant'
                      ? [
                        {
                          role: 'assistant',
                          text: newResponseItem.answer,
                          files: newResponseItem.message_files?.filter((file: any) => file.belongs_to === 'assistant') || [],
                        },
                      ]
                      : []),
                  ],
                  more: {
                    time: formatTime(newResponseItem.created_at, 'hh:mm A'),
                    tokens: newResponseItem.answer_tokens + newResponseItem.message_tokens,
                    latency: newResponseItem.provider_response_latency.toFixed(2),
                  },
                  // for agent log
                  conversationId: conversationId.current,
                  input: {
                    inputs: newResponseItem.inputs,
                    query: newResponseItem.query,
                  },
                }
              }
            })
            handleUpdateChatList(newChatList)
          }
          if (config?.suggested_questions_after_answer?.enabled && !hasStopResponded.current && onGetSuggestedQuestions) {
            try {
              const { data }: any = await onGetSuggestedQuestions(
                responseItem.id,
                newAbortController => suggestedQuestionsAbortControllerRef.current = newAbortController,
              )
              setSuggestQuestions(data)
            }
            catch (e) {
              setSuggestQuestions([])
            }
          }
        },
        onFile(file) {
          const lastThought = responseItem.agent_thoughts?.[responseItem.agent_thoughts?.length - 1]
          if (lastThought)
            responseItem.agent_thoughts![responseItem.agent_thoughts!.length - 1].message_files = [...(lastThought as any).message_files, file]

          updateCurrentQA({
            responseItem,
            questionId,
            placeholderAnswerId,
            questionItem,
          })
        },
        onThought(thought) {
          isAgentMode = true
          const response = responseItem as any
          if (thought.message_id && !hasSetResponseId)
            response.id = thought.message_id
          if (response.agent_thoughts.length === 0) {
            response.agent_thoughts.push(thought)
          }
          else {
            const lastThought = response.agent_thoughts[response.agent_thoughts.length - 1]
            // thought changed but still the same thought, so update.
            if (lastThought.id === thought.id) {
              thought.thought = lastThought.thought
              thought.message_files = lastThought.message_files
              responseItem.agent_thoughts![response.agent_thoughts.length - 1] = thought
            }
            else {
              responseItem.agent_thoughts!.push(thought)
            }
          }
          updateCurrentQA({
            responseItem,
            questionId,
            placeholderAnswerId,
            questionItem,
          })
        },
        onMessageEnd: (messageEnd) => {
          if (messageEnd.metadata?.annotation_reply) {
            responseItem.id = messageEnd.id
            responseItem.annotation = ({
              id: messageEnd.metadata.annotation_reply.id,
              authorName: messageEnd.metadata.annotation_reply.account.name,
            })
            const baseState = chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId)
            const newListWithAnswer = produce(
              baseState,
              (draft) => {
                if (!draft.find(item => item.id === questionId))
                  draft.push({ ...questionItem })

                draft.push({
                  ...responseItem,
                })
              })
            handleUpdateChatList(newListWithAnswer)
            return
          }
          responseItem.citation = messageEnd.metadata?.retriever_resources || []
          const processedFilesFromResponse = getProcessedFilesFromResponse(messageEnd.files || [])
          responseItem.allFiles = uniqBy([...(responseItem.allFiles || []), ...(processedFilesFromResponse || [])], 'id')

          const newListWithAnswer = produce(
            chatListRef.current.filter(item => item.id !== responseItem.id && item.id !== placeholderAnswerId),
            (draft) => {
              if (!draft.find(item => item.id === questionId))
                draft.push({ ...questionItem })

              draft.push({ ...responseItem })
            })
          handleUpdateChatList(newListWithAnswer)
        },
        onMessageReplace: (messageReplace) => {
          responseItem.content = messageReplace.answer
        },
        onError() {
          handleResponding(false)
          const newChatList = produce(chatListRef.current, (draft) => {
            draft.splice(draft.findIndex(item => item.id === placeholderAnswerId), 1)
          })
          handleUpdateChatList(newChatList)
        },
        onWorkflowStarted: ({ workflow_run_id, task_id }) => {
          taskIdRef.current = task_id
          responseItem.workflow_run_id = workflow_run_id
          responseItem.workflowProcess = {
            status: WorkflowRunningStatus.Running,
            tracing: [],
          }
          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onWorkflowFinished: ({ data }) => {
          responseItem.workflowProcess!.status = data.status as WorkflowRunningStatus
          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onIterationStart: ({ data }) => {
          responseItem.workflowProcess!.tracing!.push({
            ...data,
            status: WorkflowRunningStatus.Running,
          } as any)
          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onIterationFinish: ({ data }) => {
          const tracing = responseItem.workflowProcess!.tracing!
          const iterationIndex = tracing.findIndex(item => item.node_id === data.node_id
            && (item.execution_metadata?.parallel_id === data.execution_metadata?.parallel_id || item.parallel_id === data.execution_metadata?.parallel_id))!
          tracing[iterationIndex] = {
            ...tracing[iterationIndex],
            ...data,
            status: WorkflowRunningStatus.Succeeded,
          } as any

          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onNodeStarted: ({ data }) => {
          if (data.iteration_id)
            return

          responseItem.workflowProcess!.tracing!.push({
            ...data,
            status: WorkflowRunningStatus.Running,
          } as any)
          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onNodeFinished: ({ data }) => {
          if (data.iteration_id)
            return

          const currentIndex = responseItem.workflowProcess!.tracing!.findIndex((item) => {
            if (!item.execution_metadata?.parallel_id)
              return item.node_id === data.node_id

            return item.node_id === data.node_id && (item.execution_metadata?.parallel_id === data.execution_metadata.parallel_id)
          })
          responseItem.workflowProcess!.tracing[currentIndex] = data as any
          handleUpdateChatList(produce(chatListRef.current, (draft) => {
            const currentIndex = draft.findIndex(item => item.id === responseItem.id)
            draft[currentIndex] = {
              ...draft[currentIndex],
              ...responseItem,
            }
          }))
        },
        onTTSChunk: (messageId: string, audio: string) => {
          if (!audio || audio === '')
            return
          player.playAudioWithAudio(audio, true)
          AudioPlayerManager.getInstance().resetMsgId(messageId)
        },
        onTTSEnd: (messageId: string, audio: string) => {
          player.playAudioWithAudio(audio, false)
        },
      })
    return true
  }, [
    config?.suggested_questions_after_answer,
    updateCurrentQA,
    t,
    notify,
    handleUpdateChatList,
    handleResponding,
    formatTime,
    params.token,
    params.appId,
    pathname,
    formSettings,
  ])

  const handleAnnotationEdited = useCallback((query: string, answer: string, index: number) => {
    handleUpdateChatList(chatListRef.current.map((item, i) => {
      if (i === index - 1) {
        return {
          ...item,
          content: query,
        }
      }
      if (i === index) {
        return {
          ...item,
          content: answer,
          annotation: {
            ...item.annotation,
            logAnnotation: undefined,
          } as any,
        }
      }
      return item
    }))
  }, [handleUpdateChatList])
  const handleAnnotationAdded = useCallback((annotationId: string, authorName: string, query: string, answer: string, index: number) => {
    handleUpdateChatList(chatListRef.current.map((item, i) => {
      if (i === index - 1) {
        return {
          ...item,
          content: query,
        }
      }
      if (i === index) {
        const answerItem = {
          ...item,
          content: item.content,
          annotation: {
            id: annotationId,
            authorName,
            logAnnotation: {
              content: answer,
              account: {
                id: '',
                name: authorName,
                email: '',
              },
            },
          } as Annotation,
        }
        return answerItem
      }
      return item
    }))
  }, [handleUpdateChatList])
  const handleAnnotationRemoved = useCallback((index: number) => {
    handleUpdateChatList(chatListRef.current.map((item, i) => {
      if (i === index) {
        return {
          ...item,
          content: item.content,
          annotation: {
            ...(item.annotation || {}),
            id: '',
          } as Annotation,
        }
      }
      return item
    }))
  }, [handleUpdateChatList])

  return {
    chatList,
    chatListRef,
    handleUpdateChatList,
    conversationId: conversationId.current,
    isResponding,
    setIsResponding,
    handleSend,
    suggestedQuestions,
    handleRestart,
    handleStop,
    handleAnnotationEdited,
    handleAnnotationAdded,
    handleAnnotationRemoved,
  }
}