FastGPT/packages/service/core/app/utils.ts

import { MongoDataset } from '../dataset/schema';
import { getEmbeddingModel } from '../ai/model';
import { FlowNodeTypeEnum } from '@fastgpt/global/core/workflow/node/constant';
import { NodeInputKeyEnum } from '@fastgpt/global/core/workflow/constants';
import type { StoreNodeItemType } from '@fastgpt/global/core/workflow/type/node';
import { getChildAppPreviewNode } from './tool/controller';
import { AppToolSourceEnum } from '@fastgpt/global/core/app/tool/constants';
import { authAppByTmbId } from '../../support/permission/app/auth';
import { ReadPermissionVal } from '@fastgpt/global/support/permission/constant';
import { getErrText } from '@fastgpt/global/common/error/utils';
import { splitCombineToolId } from '@fastgpt/global/core/app/tool/utils';
import type { localeType } from '@fastgpt/global/common/i18n/type';

export async function listAppDatasetDataByTeamIdAndDatasetIds({
  teamId,
  datasetIdList
}: {
  teamId?: string;
  datasetIdList: string[];
}) {
  const myDatasets = await MongoDataset.find({
    _id: { $in: datasetIdList },
    ...(teamId && { teamId })
  }).lean();

  return myDatasets.map((item) => ({
    datasetId: String(item._id),
    avatar: item.avatar,
    name: item.name,
    vectorModel: getEmbeddingModel(item.vectorModel)
  }));
}

export async function rewriteAppWorkflowToDetail({
  nodes,
  teamId,
  isRoot,
  ownerTmbId,
  lang
}: {
  nodes: StoreNodeItemType[];
  teamId: string;
  isRoot: boolean;
  ownerTmbId: string;
  lang?: localeType;
}) {
  const datasetIdSet = new Set<string>();

  /* Add node(App Type) versionlabel and latest sign ==== */
  await Promise.all(
    nodes.map(async (node) => {
      if (!node.pluginId) return;
      const { source, pluginId } = splitCombineToolId(node.pluginId);

      try {
        const [preview] = await Promise.all([
          getChildAppPreviewNode({
            appId: node.pluginId,
            versionId: node.version,
            lang
          }),
          ...(source === AppToolSourceEnum.personal
            ? [
                authAppByTmbId({
                  tmbId: ownerTmbId,
                  appId: pluginId,
                  per: ReadPermissionVal
                })
              ]
            : [])
        ]);

        node.pluginData = {
          name: preview.name,
          avatar: preview.avatar,
          status: preview.status,
          diagram: preview.diagram,
          userGuide: preview.userGuide,
          courseUrl: preview.courseUrl
        };
        node.versionLabel = preview.versionLabel;
        node.isLatestVersion = preview.isLatestVersion;
        node.version = preview.version;

        node.currentCost = preview.currentCost;
        node.systemKeyCost = preview.systemKeyCost;
        node.hasTokenFee = preview.hasTokenFee;
        node.hasSystemSecret = preview.hasSystemSecret;
        node.isFolder = preview.isFolder;

        node.toolConfig = preview.toolConfig;
        node.toolDescription = preview.toolDescription;

        // Latest version
        if (!node.version) {
          const inputsMap = new Map(node.inputs.map((item) => [item.key, item]));
          const outputsMap = new Map(node.outputs.map((item) => [item.key, item]));

          node.inputs = preview.inputs.map((item) => {
            const input = inputsMap.get(item.key);
            return {
              ...item,
              value: input?.value,
              selectedTypeIndex: input?.selectedTypeIndex
            };
          });
          node.outputs = preview.outputs.map((item) => {
            const output = outputsMap.get(item.key);
            return {
              ...item,
              value: output?.value
            };
          });
        }
      } catch (error) {
        node.pluginData = {
          error: getErrText(error)
        };
      }
    })
  );

  // Get all dataset ids from nodes
  nodes.forEach((node) => {
    if (node.flowNodeType !== FlowNodeTypeEnum.datasetSearchNode) return;

    const input = node.inputs.find((item) => item.key === NodeInputKeyEnum.datasetSelectList);
    if (!input) return;

    const rawValue = input.value as undefined | { datasetId: string }[] | { datasetId: string };
    if (!rawValue) return;

    const datasetIds = Array.isArray(rawValue)
      ? rawValue.map((v) => v?.datasetId).filter((id) => !!id && typeof id === 'string')
      : rawValue?.datasetId
        ? [String(rawValue.datasetId)]
        : [];

    datasetIds.forEach((id) => datasetIdSet.add(id));
  });

  if (datasetIdSet.size === 0) return;

  // Load dataset list
  const datasetList = await listAppDatasetDataByTeamIdAndDatasetIds({
    teamId: isRoot ? undefined : teamId,
    datasetIdList: Array.from(datasetIdSet)
  });
  const datasetMap = new Map(datasetList.map((ds) => [String(ds.datasetId), ds]));

  // Rewrite dataset ids, add dataset info to nodes
  if (datasetList.length > 0) {
    nodes.forEach((node) => {
      if (node.flowNodeType !== FlowNodeTypeEnum.datasetSearchNode) return;

      node.inputs.forEach((item) => {
        if (item.key !== NodeInputKeyEnum.datasetSelectList) return;

        const val = item.value as undefined | { datasetId: string }[] | { datasetId: string };

        if (Array.isArray(val)) {
          item.value = val
            .map((v) => {
              const data = datasetMap.get(String(v.datasetId));
              if (!data)
                return {
                  datasetId: v.datasetId,
                  avatar: '',
                  name: 'Dataset not found',
                  vectorModel: ''
                };
              return {
                datasetId: data.datasetId,
                avatar: data.avatar,
                name: data.name,
                vectorModel: data.vectorModel
              };
            })
            .filter(Boolean);
        } else if (typeof val === 'object' && val !== null) {
          const data = datasetMap.get(String(val.datasetId));
          if (!data) {
            item.value = [
              {
                datasetId: val.datasetId,
                avatar: '',
                name: 'Dataset not found',
                vectorModel: ''
              }
            ];
          } else {
            item.value = [
              {
                datasetId: data.datasetId,
                avatar: data.avatar,
                name: data.name,
                vectorModel: data.vectorModel
              }
            ];
          }
        }
      });
    });
  }

  return nodes;
}