import type { FC } from 'react'
import { useEffect, useMemo, useState } from 'react'
import useSWR from 'swr'
import cn from 'classnames'
import { useTranslation } from 'react-i18next'
import type {
  DefaultModel,
  FormValue,
  ModelParameterRule,
} from '../declarations'
import {
  MODEL_STATUS_TEXT,
  ModelStatusEnum,
} from '../declarations'
import ModelIcon from '../model-icon'
import ModelName from '../model-name'
import ModelSelector from '../model-selector'
import {
  useLanguage,
  useTextGenerationCurrentProviderAndModelAndModelList,
} from '../hooks'
import { isNullOrUndefined } from '../utils'
import ParameterItem from './parameter-item'
import type { ParameterValue } from './parameter-item'
import {
  PortalToFollowElem,
  PortalToFollowElemContent,
  PortalToFollowElemTrigger,
} from '@/app/components/base/portal-to-follow-elem'
import { SlidersH } from '@/app/components/base/icons/src/vender/line/mediaAndDevices'
import { AlertTriangle } from '@/app/components/base/icons/src/vender/line/alertsAndFeedback'
import { CubeOutline } from '@/app/components/base/icons/src/vender/line/shapes'
import { fetchModelParameterRules } from '@/service/common'
import Loading from '@/app/components/base/loading'
import { useProviderContext } from '@/context/provider-context'
import TooltipPlus from '@/app/components/base/tooltip-plus'
import Radio from '@/app/components/base/radio'
import { TONE_LIST } from '@/config'
import { Brush01 } from '@/app/components/base/icons/src/vender/solid/editor'
import { Scales02 } from '@/app/components/base/icons/src/vender/solid/FinanceAndECommerce'
import { Target04 } from '@/app/components/base/icons/src/vender/solid/general'
import { Sliders02 } from '@/app/components/base/icons/src/vender/solid/mediaAndDevices'
import useBreakpoints, { MediaType } from '@/hooks/use-breakpoints'

type ModelParameterModalProps = {
  isAdvancedMode: boolean
  mode: string
  modelId: string
  provider: string
  setModel: (model: { modelId: string; provider: string; mode?: string; features: string[] }) => void
  completionParams: FormValue
  onCompletionParamsChange: (newParams: FormValue) => void
}
const stopParameerRule: ModelParameterRule = {
  default: [],
  help: {
    en_US: 'Up to four sequences where the API will stop generating further tokens. The returned text will not contain the stop sequence.',
    zh_Hans: '最多四个序列，API 将停止生成更多的 token。返回的文本将不包含停止序列。',
  },
  label: {
    en_US: 'Stop sequences',
    zh_Hans: '停止序列',
  },
  name: 'stop',
  required: false,
  type: 'tag',
  tagPlaceholder: {
    en_US: 'Enter sequence and press Tab',
    zh_Hans: '输入序列并按 Tab 键',
  },
}
const ModelParameterModal: FC<ModelParameterModalProps> = ({
  isAdvancedMode,
  modelId,
  provider,
  setModel,
  completionParams,
  onCompletionParamsChange,
}) => {
  const { t } = useTranslation()
  const language = useLanguage()
  const { hasSettedApiKey, modelProviders } = useProviderContext()
  const media = useBreakpoints()
  const isMobile = media === MediaType.mobile
  const [open, setOpen] = useState(false)
  const { data: parameterRulesData, isLoading } = useSWR(`/workspaces/current/model-providers/${provider}/models/parameter-rules?model=${modelId}`, fetchModelParameterRules)
  const {
    currentProvider,
    currentModel,
    textGenerationModelList,
  } = useTextGenerationCurrentProviderAndModelAndModelList(
    { provider, model: modelId },
  )

  const hasDeprecated = !currentProvider || !currentModel
  const modelDisabled = currentModel?.status !== ModelStatusEnum.active
  const disabled = !hasSettedApiKey || hasDeprecated || modelDisabled

  const parameterRules = useMemo(() => {
    return parameterRulesData?.data || []
  }, [parameterRulesData])

  // only openai support this
  function matchToneId(completionParams: FormValue): number {
    const remvoedCustomeTone = TONE_LIST.slice(0, -1)
    const CUSTOM_TONE_ID = 4
    const tone = remvoedCustomeTone.find((tone) => {
      return tone.config?.temperature === completionParams.temperature
        && tone.config?.top_p === completionParams.top_p
        && tone.config?.presence_penalty === completionParams.presence_penalty
        && tone.config?.frequency_penalty === completionParams.frequency_penalty
    })
    return tone ? tone.id : CUSTOM_TONE_ID
  }

  // tone is a preset of completionParams.
  const [toneId, setToneId] = useState(matchToneId(completionParams)) // default is Balanced
  const toneTabBgClassName = ({
    1: 'bg-[#F5F8FF]',
    2: 'bg-[#F4F3FF]',
    3: 'bg-[#F6FEFC]',
  })[toneId] || ''
  // set completionParams by toneId
  const handleToneChange = (id: number) => {
    if (id === 4)
      return // custom tone
    const tone = TONE_LIST.find(tone => tone.id === id)
    if (tone) {
      setToneId(id)
      onCompletionParamsChange({
        ...tone.config,
        max_tokens: completionParams.max_tokens,
      })
    }
  }

  useEffect(() => {
    setToneId(matchToneId(completionParams))
  }, [completionParams])

  const handleParamChange = (key: string, value: ParameterValue) => {
    onCompletionParamsChange({
      ...completionParams,
      [key]: value,
    })
  }

  const handleChangeModel = ({ provider, model }: DefaultModel) => {
    const targetProvider = textGenerationModelList.find(modelItem => modelItem.provider === provider)
    const targetModelItem = targetProvider?.models.find(modelItem => modelItem.model === model)
    setModel({
      modelId: model,
      provider,
      mode: targetModelItem?.model_properties.mode as string,
      features: targetModelItem?.features || [],
    })
  }

  const handleSwitch = (key: string, value: boolean, assignValue: ParameterValue) => {
    if (!value) {
      const newCompletionParams = { ...completionParams }
      delete newCompletionParams[key]

      onCompletionParamsChange(newCompletionParams)
    }
    if (value) {
      onCompletionParamsChange({
        ...completionParams,
        [key]: assignValue,
      })
    }
  }

  const handleInitialParams = () => {
    const newCompletionParams = { ...completionParams }
    if (parameterRules.length) {
      parameterRules.forEach((parameterRule) => {
        if (!newCompletionParams[parameterRule.name]) {
          if (!isNullOrUndefined(parameterRule.default))
            newCompletionParams[parameterRule.name] = parameterRule.default
          else
            delete newCompletionParams[parameterRule.name]
        }
      })

      onCompletionParamsChange(newCompletionParams)
    }
  }

  useEffect(() => {
    handleInitialParams()
  }, [parameterRules])

  const getToneIcon = (toneId: number) => {
    const className = 'w-[14px] h-[14px]'
    const res = ({
      1: <Brush01 className={className} />,
      2: <Scales02 className={className} />,
      3: <Target04 className={className} />,
      4: <Sliders02 className={className} />,
    })[toneId]
    return res
  }

  return (
    <PortalToFollowElem
      open={open}
      onOpenChange={setOpen}
      placement='bottom-end'
      offset={4}
    >
      <div className='relative'>
        <PortalToFollowElemTrigger
          onClick={() => setOpen(v => !v)}
          className='block'
        >
          <div
            className={`
              flex items-center px-2 h-8 rounded-lg border cursor-pointer hover:border-[1.5px]
              ${disabled ? 'border-[#F79009] bg-[#FFFAEB]' : 'border-[#444CE7] bg-primary-50'}
            `}
          >
            {
              currentProvider && (
                <ModelIcon
                  className='mr-1.5 !w-5 !h-5'
                  provider={currentProvider}
                  modelName={currentModel?.model}
                />
              )
            }
            {
              !currentProvider && (
                <ModelIcon
                  className='mr-1.5 !w-5 !h-5'
                  provider={modelProviders.find(item => item.provider === provider)}
                  modelName={modelId}
                />
              )
            }
            {
              currentModel && (
                <ModelName
                  className='mr-1.5 text-gray-900'
                  modelItem={currentModel}
                  showMode
                  modeClassName='!text-[#444CE7] !border-[#A4BCFD]'
                  showFeatures
                  featuresClassName='!text-[#444CE7] !border-[#A4BCFD]'
                />
              )
            }
            {
              !currentModel && (
                <div className='mr-1 text-[13px] font-medium text-gray-900 truncate'>
                  {modelId}
                </div>
              )
            }
            {
              disabled
                ? (
                  <TooltipPlus
                    popupContent={
                      hasDeprecated
                        ? t('common.modelProvider.deprecated')
                        : (modelDisabled && currentModel)
                          ? MODEL_STATUS_TEXT[currentModel.status as string][language]
                          : ''
                    }
                  >
                    <AlertTriangle className='w-4 h-4 text-[#F79009]' />
                  </TooltipPlus>
                )
                : (
                  <SlidersH className='w-4 h-4 text-indigo-600' />
                )
            }
          </div>
        </PortalToFollowElemTrigger>
        <PortalToFollowElemContent>
          <div className='w-[496px] rounded-xl border border-gray-100 bg-white shadow-xl'>
            <div className='flex items-center px-4 h-12 rounded-t-xl border-b border-gray-100 bg-gray-50 text-md font-medium text-gray-900'>
              <CubeOutline className='mr-2 w-4 h-4 text-primary-600' />
              {t('common.modelProvider.modelAndParameters')}
            </div>
            <div className='max-h-[480px] px-10 pt-4 pb-8 overflow-y-auto'>
              <div className='flex items-center justify-between h-8'>
                <div className='text-sm font-medium text-gray-900'>
                  {t('common.modelProvider.model')}
                </div>
                <ModelSelector
                  defaultModel={{ provider, model: modelId }}
                  modelList={textGenerationModelList}
                  onSelect={handleChangeModel}
                />
              </div>
              {
                !!parameterRules.length && (
                  <div className='my-5 h-[1px] bg-gray-100' />
                )
              }
              {
                isLoading && (
                  <div className='mt-5'><Loading /></div>
                )
              }
              {['openai', 'azure_openai'].includes(provider) && !isLoading && !!parameterRules.length && (
                <div className='mt-5 mb-4'>
                  <div className="mb-3 text-sm text-gray-900">{t('appDebug.modelConfig.setTone')}</div>
                  <Radio.Group className={cn('!rounded-lg', toneTabBgClassName)} value={toneId} onChange={handleToneChange}>
                    <>
                      {TONE_LIST.slice(0, 3).map(tone => (
                        <div className='grow flex items-center' key={tone.id}>
                          <Radio
                            value={tone.id}
                            className={cn(tone.id === toneId && 'rounded-md border border-gray-200 shadow-md', '!mr-0 grow !px-1 sm:!px-2 !justify-center text-[13px] font-medium')}
                            labelClassName={cn(tone.id === toneId
                              ? ({
                                1: 'text-[#6938EF]',
                                2: 'text-[#444CE7]',
                                3: 'text-[#107569]',
                              })[toneId]
                              : 'text-[#667085]', 'flex items-center space-x-2')}
                          >
                            <>
                              {getToneIcon(tone.id)}
                              {!isMobile && <div>{t(`common.model.tone.${tone.name}`) as string}</div>}
                              <div className=""></div>
                            </>
                          </Radio>
                          {tone.id !== toneId && tone.id + 1 !== toneId && (<div className='h-5 border-r border-gray-200'></div>)}
                        </div>
                      ))}
                    </>
                    <Radio
                      value={TONE_LIST[3].id}
                      className={cn(toneId === 4 && 'rounded-md border border-gray-200 shadow-md', '!mr-0 grow !px-1 sm:!px-2 !justify-center text-[13px] font-medium')}
                      labelClassName={cn('flex items-center space-x-2 ', toneId === 4 ? 'text-[#155EEF]' : 'text-[#667085]')}
                    >
                      <>
                        {getToneIcon(TONE_LIST[3].id)}
                        {!isMobile && <div>{t(`common.model.tone.${TONE_LIST[3].name}`) as string}</div>}
                      </>
                    </Radio>
                  </Radio.Group>
                </div>
              )}
              {
                !isLoading && !!parameterRules.length && (
                  [
                    ...parameterRules,
                    ...(isAdvancedMode ? [stopParameerRule] : []),
                  ].map(parameter => (
                    <ParameterItem
                      key={`${modelId}-${parameter.name}`}
                      className='mb-4'
                      parameterRule={parameter}
                      value={completionParams[parameter.name]}
                      onChange={v => handleParamChange(parameter.name, v)}
                      onSwitch={(checked, assignValue) => handleSwitch(parameter.name, checked, assignValue)}
                    />
                  ))
                )
              }
            </div>
          </div>
        </PortalToFollowElemContent>
      </div>
    </PortalToFollowElem>
  )
}

export default ModelParameterModal
