import {Anthropic as anthropic} from '@anthropic-ai/sdk';
import {findByProp, objectMap, JSONSanitize, JSONAttemptParse} from '@ztimson/utils';
import {AbortablePromise, Ai} from './ai.ts';
import {LLMMessage, LLMRequest} from './llm.ts';
import {LLMProvider} from './provider.ts';

export class Anthropic extends LLMProvider {
	client!: anthropic;

	constructor(public readonly ai: Ai, public readonly apiToken: string, public model: string) {
		super();
		this.client = new anthropic({apiKey: apiToken});
	}

	private toStandard(history: any[]): LLMMessage[] {
		for(let i = 0; i < history.length; i++) {
			const orgI = i;
			if(typeof history[orgI].content != 'string') {
				if(history[orgI].role == 'assistant') {
					history[orgI].content.filter((c: any) => c.type =='tool_use').forEach((c: any) => {
						history.splice(i + 1, 0, {role: 'tool', id: c.id, name: c.name, args: c.input, timestamp: Date.now()});
					});
				} else if(history[orgI].role == 'user') {
					history[orgI].content.filter((c: any) => c.type =='tool_result').forEach((c: any) => {
						const h = history.find((h: any) => h.id == c.tool_use_id);
						h[c.is_error ? 'error' : 'content'] = c.content;
					});
				}
				history[orgI].content = history[orgI].content.filter((c: any) => c.type == 'text').map((c: any) => c.text).join('\n\n');
				if(!history[orgI].content) history.splice(orgI, 1);
			}
			if(!history[orgI].timestamp) history[orgI].timestamp = Date.now();
		}
		return history.filter(h => !!h.content);
	}

	private fromStandard(history: LLMMessage[]): any[] {
		for(let i = 0; i < history.length; i++) {
			if(history[i].role == 'tool') {
				const h: any = history[i];
				history.splice(i, 1,
					{role: 'assistant', content: [{type: 'tool_use', id: h.id, name: h.name, input: h.args}]},
					{role: 'user', content: [{type: 'tool_result', tool_use_id: h.id, is_error: !!h.error, content:  h.error || h.content}]}
				)
				i++;
			}
		}
		return history.map(({timestamp, ...h}) => h);
	}

	ask(message: string, options: LLMRequest = {}): AbortablePromise<string> {
		const controller = new AbortController();
		return Object.assign(new Promise<any>(async (res, rej) => {
			const history = this.fromStandard([...options.history || [], {role: 'user', content: message, timestamp: Date.now()}]);
			const tools = options.tools || this.ai.options.llm?.tools || [];
			const requestParams: any = {
				model: options.model || this.model,
				max_tokens: options.max_tokens || this.ai.options.llm?.max_tokens || 4096,
				system: options.system || this.ai.options.llm?.system || '',
				temperature: options.temperature || this.ai.options.llm?.temperature || 0.7,
				tools: tools.map(t => ({
					name: t.name,
					description: t.description,
					input_schema: {
						type: 'object',
						properties: t.args ? objectMap(t.args, (key, value) => ({...value, required: undefined})) : {},
						required: t.args ? Object.entries(t.args).filter(t => t[1].required).map(t => t[0]) : []
					},
					fn: undefined
				})),
				messages: history,
				stream: !!options.stream,
			};

			let resp: any, isFirstMessage = true;
			const assistantMessages: string[] = [];
			do {
				resp = await this.client.messages.create(requestParams).catch(err => {
					err.message += `\n\nMessages:\n${JSON.stringify(history, null, 2)}`;
					throw err;
				});

				// Streaming mode
				if(options.stream) {
					if(!isFirstMessage) options.stream({text: '\n\n'});
					else isFirstMessage = false;
					resp.content = [];
					for await (const chunk of resp) {
						if(controller.signal.aborted) break;
						if(chunk.type === 'content_block_start') {
							if(chunk.content_block.type === 'text') {
								resp.content.push({type: 'text', text: ''});
							} else if(chunk.content_block.type === 'tool_use') {
								resp.content.push({type: 'tool_use', id: chunk.content_block.id, name: chunk.content_block.name, input: <any>''});
							}
						} else if(chunk.type === 'content_block_delta') {
							if(chunk.delta.type === 'text_delta') {
								const text = chunk.delta.text;
								resp.content.at(-1).text += text;
								options.stream({text});
							} else if(chunk.delta.type === 'input_json_delta') {
								resp.content.at(-1).input += chunk.delta.partial_json;
							}
						} else if(chunk.type === 'content_block_stop') {
							const last = resp.content.at(-1);
							if(last.input != null) last.input = last.input ? JSONAttemptParse(last.input, {}) : {};
						} else if(chunk.type === 'message_stop') {
							break;
						}
					}
				}

				// Run tools
				const toolCalls = resp.content.filter((c: any) => c.type === 'tool_use');
				if(toolCalls.length && !controller.signal.aborted) {
					history.push({role: 'assistant', content: resp.content});
					const results = await Promise.all(toolCalls.map(async (toolCall: any) => {
						const tool = tools.find(findByProp('name', toolCall.name));
						if(options.stream) options.stream({tool: toolCall.name});
						if(!tool) return {tool_use_id: toolCall.id, is_error: true, content: 'Tool not found'};
						try {
							console.log(typeof tool.fn);
							const result = await tool.fn(toolCall.input, options?.stream, this.ai);
							return {type: 'tool_result', tool_use_id: toolCall.id, content: JSONSanitize(result)};
						} catch (err: any) {
							return {type: 'tool_result', tool_use_id: toolCall.id, is_error: true, content: err?.message || err?.toString() || 'Unknown'};
						}
					}));
					history.push({role: 'user', content: results});
					requestParams.messages = history;
				}
			} while (!controller.signal.aborted && resp.content.some((c: any) => c.type === 'tool_use'));
			history.push({role: 'assistant', content: resp.content.filter((c: any) => c.type == 'text').map((c: any) => c.text).join('\n\n')});
			this.toStandard(history);

			if(options.stream) options.stream({done: true});
			if(options.history) options.history.splice(0, options.history.length, ...history);
			res(history.at(-1)?.content);
		}), {abort: () => controller.abort()});
	}
}