import { BaseCache } from '@langchain/core/caches'
import { ChatOpenAI, ChatOpenAIFields } from '@langchain/openai'
import { ICommonObject, INode, INodeData, INodeOptionsValue, INodeParams } from '../../../src/Interface'
import { getModels, MODEL_TYPE } from '../../../src/modelLoader'
import { getBaseClasses, getCredentialData, getCredentialParam } from '../../../src/utils'

class Deepseek_ChatModels implements INode {
    readonly baseURL: string = 'https://api.deepseek.com'
    label: string
    name: string
    version: number
    type: string
    icon: string
    category: string
    description: string
    baseClasses: string[]
    credential: INodeParams
    inputs: INodeParams[]

    constructor() {
        this.label = 'ChatDeepseek'
        this.name = 'chatDeepseek'
        this.version = 1.0
        this.type = 'chatDeepseek'
        this.icon = 'deepseek.svg'
        this.category = 'Chat Models'
        this.description = 'Wrapper around Deepseek large language models that use the Chat endpoint'
        this.baseClasses = [this.type, ...getBaseClasses(ChatOpenAI)]
        this.credential = {
            label: 'Connect Credential',
            name: 'credential',
            type: 'credential',
            credentialNames: ['deepseekApi']
        }
        this.inputs = [
            {
                label: 'Cache',
                name: 'cache',
                type: 'BaseCache',
                optional: true
            },
            {
                label: 'Model Name',
                name: 'modelName',
                type: 'asyncOptions',
                loadMethod: 'listModels',
                default: 'deepseek-chat'
            },
            {
                label: 'Temperature',
                name: 'temperature',
                type: 'number',
                step: 0.1,
                default: 0.7,
                optional: true
            },
            {
                label: 'Streaming',
                name: 'streaming',
                type: 'boolean',
                default: true,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Max Tokens',
                name: 'maxTokens',
                type: 'number',
                step: 1,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Top Probability',
                name: 'topP',
                type: 'number',
                step: 0.1,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Frequency Penalty',
                name: 'frequencyPenalty',
                type: 'number',
                step: 0.1,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Presence Penalty',
                name: 'presencePenalty',
                type: 'number',
                step: 0.1,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Timeout',
                name: 'timeout',
                type: 'number',
                step: 1,
                optional: true,
                additionalParams: true
            },
            {
                label: 'Stop Sequence',
                name: 'stopSequence',
                type: 'string',
                rows: 4,
                optional: true,
                description: 'List of stop words to use when generating. Use comma to separate multiple stop words.',
                additionalParams: true
            },
            {
                label: 'Base Options',
                name: 'baseOptions',
                type: 'json',
                optional: true,
                additionalParams: true,
                description: 'Additional options to pass to the Deepseek client. This should be a JSON object.'
            }
        ]
    }

    //@ts-ignore
    loadMethods = {
        async listModels(): Promise<INodeOptionsValue[]> {
            return await getModels(MODEL_TYPE.CHAT, 'deepseek')
        }
    }

    async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
        const temperature = nodeData.inputs?.temperature as string
        const modelName = nodeData.inputs?.modelName as string
        const maxTokens = nodeData.inputs?.maxTokens as string
        const topP = nodeData.inputs?.topP as string
        const frequencyPenalty = nodeData.inputs?.frequencyPenalty as string
        const presencePenalty = nodeData.inputs?.presencePenalty as string
        const timeout = nodeData.inputs?.timeout as string
        const stopSequence = nodeData.inputs?.stopSequence as string
        const streaming = nodeData.inputs?.streaming as boolean
        const baseOptions = nodeData.inputs?.baseOptions

        if (nodeData.inputs?.credentialId) {
            nodeData.credential = nodeData.inputs?.credentialId
        }
        const credentialData = await getCredentialData(nodeData.credential ?? '', options)
        const openAIApiKey = getCredentialParam('deepseekApiKey', credentialData, nodeData)

        const cache = nodeData.inputs?.cache as BaseCache

        const obj: ChatOpenAIFields = {
            temperature: parseFloat(temperature),
            modelName,
            openAIApiKey,
            streaming: streaming ?? true
        }

        if (maxTokens) obj.maxTokens = parseInt(maxTokens, 10)
        if (topP) obj.topP = parseFloat(topP)
        if (frequencyPenalty) obj.frequencyPenalty = parseFloat(frequencyPenalty)
        if (presencePenalty) obj.presencePenalty = parseFloat(presencePenalty)
        if (timeout) obj.timeout = parseInt(timeout, 10)
        if (cache) obj.cache = cache
        if (stopSequence) {
            const stopSequenceArray = stopSequence.split(',').map((item) => item.trim())
            obj.stop = stopSequenceArray
        }

        let parsedBaseOptions: any | undefined = undefined

        if (baseOptions) {
            try {
                parsedBaseOptions = typeof baseOptions === 'object' ? baseOptions : JSON.parse(baseOptions)
                if (parsedBaseOptions.baseURL) {
                    console.warn("The 'baseURL' parameter is not allowed when using the ChatDeepseek node.")
                    parsedBaseOptions.baseURL = undefined
                }
            } catch (exception) {
                throw new Error('Invalid JSON in the BaseOptions: ' + exception)
            }
        }

        const model = new ChatOpenAI({
            ...obj,
            configuration: {
                baseURL: this.baseURL,
                ...parsedBaseOptions
            }
        })
        return model
    }
}

module.exports = { nodeClass: Deepseek_ChatModels }