import type { AIMessage } from "@langchain/langgraph-sdk";
import type { ThreadsClient } from "@langchain/langgraph-sdk/client";
import { useStream } from "@langchain/langgraph-sdk/react";
import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
import { useCallback, useEffect, useState } from "react";
import { toast } from "sonner";

import type { PromptInputMessage } from "@/components/ai-elements/prompt-input";

import { getAPIClient } from "../api";
import type { LocalSettings } from "../settings";
import { useUpdateSubtask } from "../tasks/context";
import { uploadFiles } from "../uploads";

import type { AgentThread, AgentThreadState } from "./types";

export type ToolEndEvent = {
  name: string;
  data: unknown;
};

export type ThreadStreamOptions = {
  threadId?: string | null | undefined;
  context: LocalSettings["context"];
  isMock?: boolean;
  onStart?: (threadId: string) => void;
  onFinish?: (state: AgentThreadState) => void;
  onToolEnd?: (event: ToolEndEvent) => void;
};

export function useThreadStream({
  threadId,
  context,
  isMock,
  onStart,
  onFinish,
  onToolEnd,
}: ThreadStreamOptions) {
  const [_threadId, setThreadId] = useState<string | null>(threadId ?? null);

  useEffect(() => {
    if (_threadId && _threadId !== threadId) {
      setThreadId(threadId ?? null);
    }
  }, [threadId, _threadId]);

  const queryClient = useQueryClient();
  const updateSubtask = useUpdateSubtask();
  const thread = useStream<AgentThreadState>({
    client: getAPIClient(isMock),
    assistantId: "lead_agent",
    threadId: _threadId,
    reconnectOnMount: true,
    fetchStateHistory: { limit: 1 },
    onCreated(meta) {
      setThreadId(meta.thread_id);
      onStart?.(meta.thread_id);
    },
    onLangChainEvent(event) {
      if (event.event === "on_tool_end") {
        onToolEnd?.({
          name: event.name,
          data: event.data,
        });
      }
    },
    onCustomEvent(event: unknown) {
      if (
        typeof event === "object" &&
        event !== null &&
        "type" in event &&
        event.type === "task_running"
      ) {
        const e = event as {
          type: "task_running";
          task_id: string;
          message: AIMessage;
        };
        updateSubtask({ id: e.task_id, latestMessage: e.message });
      }
    },
    onFinish(state) {
      onFinish?.(state.values);
      void queryClient.invalidateQueries({ queryKey: ["threads", "search"] });
    },
  });

  const sendMessage = useCallback(
    async (
      threadId: string,
      message: PromptInputMessage,
      extraContext?: Record<string, unknown>,
    ) => {
      const text = message.text.trim();

      // Upload files first if any
      if (message.files && message.files.length > 0) {
        try {
          // Convert FileUIPart to File objects by fetching blob URLs
          const filePromises = message.files.map(async (fileUIPart) => {
            if (fileUIPart.url && fileUIPart.filename) {
              try {
                // Fetch the blob URL to get the file data
                const response = await fetch(fileUIPart.url);
                const blob = await response.blob();

                // Create a File object from the blob
                return new File([blob], fileUIPart.filename, {
                  type: fileUIPart.mediaType || blob.type,
                });
              } catch (error) {
                console.error(
                  `Failed to fetch file ${fileUIPart.filename}:`,
                  error,
                );
                return null;
              }
            }
            return null;
          });

          const conversionResults = await Promise.all(filePromises);
          const files = conversionResults.filter(
            (file): file is File => file !== null,
          );
          const failedConversions = conversionResults.length - files.length;

          if (failedConversions > 0) {
            throw new Error(
              `Failed to prepare ${failedConversions} attachment(s) for upload. Please retry.`,
            );
          }

          if (!threadId) {
            throw new Error("Thread is not ready for file upload.");
          }

          if (files.length > 0) {
            await uploadFiles(threadId, files);
          }
        } catch (error) {
          console.error("Failed to upload files:", error);
          const errorMessage =
            error instanceof Error ? error.message : "Failed to upload files.";
          toast.error(errorMessage);
          throw error;
        }
      }

      await thread.submit(
        {
          messages: [
            {
              type: "human",
              content: [
                {
                  type: "text",
                  text,
                },
              ],
            },
          ],
        },
        {
          threadId: threadId,
          streamSubgraphs: true,
          streamResumable: true,
          streamMode: ["values", "messages-tuple", "custom"],
          config: {
            recursion_limit: 1000,
          },
          context: {
            ...extraContext,
            ...context,
            thinking_enabled: context.mode !== "flash",
            is_plan_mode: context.mode === "pro" || context.mode === "ultra",
            subagent_enabled: context.mode === "ultra",
            thread_id: threadId,
          },
        },
      );
      void queryClient.invalidateQueries({ queryKey: ["threads", "search"] });
      // afterSubmit?.();
    },
    [thread, context, queryClient],
  );
  return [thread, sendMessage] as const;
}

export function useThreads(
  params: Parameters<ThreadsClient["search"]>[0] = {
    limit: 50,
    sortBy: "updated_at",
    sortOrder: "desc",
    select: ["thread_id", "updated_at", "values"],
  },
) {
  const apiClient = getAPIClient();
  return useQuery<AgentThread[]>({
    queryKey: ["threads", "search", params],
    queryFn: async () => {
      const response = await apiClient.threads.search<AgentThreadState>(params);
      return response as AgentThread[];
    },
    refetchOnWindowFocus: false,
  });
}

export function useDeleteThread() {
  const queryClient = useQueryClient();
  const apiClient = getAPIClient();
  return useMutation({
    mutationFn: async ({ threadId }: { threadId: string }) => {
      await apiClient.threads.delete(threadId);
    },
    onSuccess(_, { threadId }) {
      queryClient.setQueriesData(
        {
          queryKey: ["threads", "search"],
          exact: false,
        },
        (oldData: Array<AgentThread>) => {
          return oldData.filter((t) => t.thread_id !== threadId);
        },
      );
    },
  });
}

export function useRenameThread() {
  const queryClient = useQueryClient();
  const apiClient = getAPIClient();
  return useMutation({
    mutationFn: async ({
      threadId,
      title,
    }: {
      threadId: string;
      title: string;
    }) => {
      await apiClient.threads.updateState(threadId, {
        values: { title },
      });
    },
    onSuccess(_, { threadId, title }) {
      queryClient.setQueriesData(
        {
          queryKey: ["threads", "search"],
          exact: false,
        },
        (oldData: Array<AgentThread>) => {
          return oldData.map((t) => {
            if (t.thread_id === threadId) {
              return {
                ...t,
                values: {
                  ...t.values,
                  title,
                },
              };
            }
            return t;
          });
        },
      );
    },
  });
}