import { FC, useEffect, useState } from 'react'; import { useTranslation } from 'react-i18next'; import AttuGrid from '@/components/grid/Grid'; import { CollectionHttp, IndexHttp } from '@/http'; import { usePaginationHook, useSearchResult } from '@/hooks'; import { generateVector } from '@/utils'; import { INDEX_CONFIG, DEFAULT_SEARCH_PARAM_VALUE_MAP, DYNAMIC_FIELD, } from '@/consts'; import { ToolBarConfig } from '@/components/grid/Types'; import CustomToolBar from '@/components/grid/ToolBar'; import { DataTypeEnum, DataTypeStringEnum } from '@/pages/collections/Types'; import { getQueryStyles } from '../query/Styles'; const Preview: FC<{ collectionName: string; }> = ({ collectionName }) => { const [fields, setFields] = useState([]); const [tableLoading, setTableLoading] = useState(); const [queryResult, setQueryResult] = useState(); const [primaryKey, setPrimaryKey] = useState(''); const { t: collectionTrans } = useTranslation('collection'); const { t: searchTrans } = useTranslation('search'); const classes = getQueryStyles(); // Format result list const queryResultMemo = useSearchResult(queryResult, classes); const { pageSize, handlePageSize, currentPage, handleCurrentPage, total, data: result, } = usePaginationHook(queryResultMemo || []); const handlePageChange = (e: any, page: number) => { handleCurrentPage(page); }; const loadData = async (collectionName: string) => { // get schema list const collection = await CollectionHttp.getCollection(collectionName); const schemaList = collection._fields!; let nameList = schemaList.map(v => ({ name: v.name, type: v.data_type, })); // if the dynamic field is enabled, we add $meta column in the grid if (collection._enableDynamicField) { nameList.push({ name: DYNAMIC_FIELD, type: DataTypeStringEnum.JSON, }); } const id = schemaList.find(v => v._isPrimaryKey === true); const primaryKey = id?._fieldName || ''; const delimiter = id?.data_type === 'Int64' ? '' : '"'; const vectorField = schemaList.find( v => v.data_type === 'FloatVector' || v.data_type === 'BinaryVector' ); const anns_field = vectorField?._fieldName!; const dim = Number(vectorField?._dimension); const vectors = [ generateVector(vectorField?.data_type === 'FloatVector' ? dim : dim / 8), ]; // get search params const indexesInfo = await IndexHttp.getIndexInfo(collectionName); const indexType = indexesInfo.length == 0 ? 'FLAT' : indexesInfo[0]._indexType; const indexConfig = INDEX_CONFIG[indexType]; const metric_type = indexesInfo.length === 0 ? 'L2' : indexesInfo[0]._metricType; const searchParamKey = indexConfig.search[0]; const searchParamValue = DEFAULT_SEARCH_PARAM_VALUE_MAP[searchParamKey]; const searchParam = { [searchParamKey]: searchParamValue }; const params = `${JSON.stringify(searchParam)}`; setPrimaryKey(primaryKey); // set fields setFields(nameList); // set loading setTableLoading(true); try { // first, search random data to get random id const searchRes = await CollectionHttp.vectorSearchData(collectionName, { search_params: { topk: 100, anns_field, metric_type, params, }, expr: '', vectors, output_fields: [primaryKey], vector_type: DataTypeEnum[vectorField!._fieldType], }); // compose random id list expression const expr = `${primaryKey} in [${searchRes.results .map((d: any) => `${delimiter}${d.id}${delimiter}`) .join(',')}]`; // query by random id const res = await CollectionHttp.queryData(collectionName, { expr: expr, output_fields: [...nameList.map(i => i.name)], }); const result = res.data; setQueryResult(result); } catch (err) { setQueryResult([]); } finally { setTableLoading(false); } }; // Get fields at first or collection name changed. useEffect(() => { collectionName && loadData(collectionName); }, [collectionName]); const toolbarConfigs: ToolBarConfig[] = [ { type: 'iconBtn', onClick: () => { loadData(collectionName); }, label: collectionTrans('refresh'), icon: 'refresh', }, ]; return (
({ id: i.name, align: 'left', disablePadding: false, label: i.name === DYNAMIC_FIELD ? searchTrans('dynamicFields') : i.name, }))} primaryKey={primaryKey} openCheckBox={false} isLoading={!!tableLoading} rows={result} rowCount={total} page={currentPage} onPageChange={handlePageChange} rowsPerPage={pageSize} setRowsPerPage={handlePageSize} />
); }; export default Preview;