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- import { Box, IconButton, Typography } from '@mui/material';
- import { FC, Fragment, useMemo, useRef, useCallback } from 'react';
- import { useTranslation } from 'react-i18next';
- import icons from '@/components/icons/Icons';
- import { generateId, getCreateFieldType } from '@/utils';
- import { DataTypeEnum, VectorTypes } from '@/consts';
- import { DEFAULT_ATTU_DIM, DEFAULT_ATTU_VARCHAR_MAX_LENGTH } from '@/consts';
- import type {
- CreateFieldsProps,
- CreateFieldType,
- FieldType,
- } from '../../databases/collections/Types';
- import PrimaryKeyFieldRow from './rows/PrimaryKeyFieldRow';
- import ScalarFieldRow from './rows/ScalarFieldRow';
- import VectorFieldRow from './rows/VectorFieldRow';
- const CreateFields: FC<CreateFieldsProps> = ({
- fields,
- setFields,
- onValidationChange,
- }) => {
- // i18n
- const { t: collectionTrans } = useTranslation('collection');
- // UI stats
- const localFieldAnalyzers = useRef(
- new Map<string, Record<string, {}>>(new Map())
- );
- const localFieldsValidation = useRef<Map<string, boolean>>(
- new Map(
- fields
- .filter(field => field.id !== undefined)
- .map(field => [field.id!, field.name !== ''])
- )
- );
- // Add this helper function
- const updateValidationStatus = useCallback(() => {
- const areFieldsValid = Array.from(
- localFieldsValidation.current.values()
- ).every(v => v);
- onValidationChange(areFieldsValid);
- }, [onValidationChange]);
- // UI icons
- const AddIcon = icons.addOutline;
- // calculate required and scalar fields
- const { requiredFields, scalarFields } = useMemo(
- () =>
- fields.reduce(
- (acc, field) => {
- const createType: CreateFieldType = getCreateFieldType(field);
- const requiredTypes: CreateFieldType[] = [
- 'primaryKey',
- 'defaultVector',
- 'vector',
- ];
- const key = requiredTypes.includes(createType)
- ? 'requiredFields'
- : 'scalarFields';
- acc[key].push({
- ...field,
- createType,
- });
- return acc;
- },
- {
- requiredFields: [] as FieldType[],
- scalarFields: [] as FieldType[],
- }
- ),
- [fields]
- );
- // UI handlers
- const changeFields = (
- id: string,
- changes: Partial<FieldType>,
- isValid?: boolean
- ) => {
- const newFields = fields.map(f => {
- if (f.id !== id) {
- return f;
- }
- const updatedField = {
- ...f,
- ...changes,
- };
- // remove array params, if not array
- if (updatedField.data_type !== DataTypeEnum.Array) {
- delete updatedField.max_capacity;
- delete updatedField.element_type;
- }
- // remove varchar params, if not varchar
- if (
- updatedField.data_type !== DataTypeEnum.VarChar &&
- updatedField.element_type !== DataTypeEnum.VarChar
- ) {
- delete updatedField.max_length;
- }
- // remove dimension, if not vector
- if (
- !VectorTypes.includes(updatedField.data_type) ||
- updatedField.data_type === DataTypeEnum.SparseFloatVector
- ) {
- delete updatedField.dim;
- } else {
- // add dimension if not exist
- updatedField.dim = Number(updatedField.dim || DEFAULT_ATTU_DIM);
- }
- return updatedField;
- });
- setFields(newFields);
- // Update validation in ref
- if (isValid !== undefined) {
- localFieldsValidation.current.set(id, isValid);
- } else {
- localFieldsValidation.current.delete(id);
- }
- updateValidationStatus();
- };
- const handleAddNewField = (index: number, type = DataTypeEnum.Int16) => {
- const id = generateId();
- // Count existing scalar fields to generate new index
- let scalarFieldCount = fields.filter(
- f => !f.is_primary_key && !VectorTypes.includes(f.data_type)
- ).length;
- let name = `scalar_field_${scalarFieldCount}`;
- const existingNames = new Set(fields.map(f => f.name));
- while (existingNames.has(name)) {
- scalarFieldCount += 1;
- name = `scalar_field_${scalarFieldCount}`;
- }
- const newDefaultItem: FieldType = {
- id,
- name,
- data_type: type,
- is_primary_key: false,
- description: '',
- isDefault: false,
- dim: DEFAULT_ATTU_DIM,
- max_length: DEFAULT_ATTU_VARCHAR_MAX_LENGTH,
- enable_analyzer: false,
- };
- fields.splice(index + 1, 0, newDefaultItem);
- setFields([...fields]);
- // Add validation to ref
- localFieldsValidation.current.set(id, true);
- updateValidationStatus();
- };
- const handleRemoveField = (id: string) => {
- const newFields = fields.filter(f => f.id !== id);
- setFields(newFields);
- // Remove validation from ref
- localFieldsValidation.current.delete(id);
- updateValidationStatus();
- };
- const generateRequiredFieldRow = (
- field: FieldType,
- index: number,
- fields: FieldType[],
- requiredFields: FieldType[]
- ) => {
- // required type is primaryKey or defaultVector
- if (field.createType === 'primaryKey') {
- return (
- <PrimaryKeyFieldRow
- field={field}
- fields={fields}
- onFieldChange={changeFields}
- />
- );
- }
- if (field.createType === 'defaultVector') {
- return (
- <VectorFieldRow
- field={field}
- fields={fields}
- index={index}
- requiredFields={requiredFields}
- onFieldChange={changeFields}
- onAddField={handleAddNewField}
- onRemoveField={handleRemoveField}
- showDeleteButton={true}
- />
- );
- }
- // generate other vector rows
- return (
- <VectorFieldRow
- field={field}
- fields={fields}
- index={index}
- requiredFields={requiredFields}
- onFieldChange={changeFields}
- onAddField={handleAddNewField}
- onRemoveField={handleRemoveField}
- showDeleteButton={true}
- />
- );
- };
- return (
- <Box>
- <Typography
- variant="h4"
- sx={{
- fontSize: 14,
- mb: 1.5,
- }}
- >
- {`${collectionTrans('idAndVectorFields')}(${requiredFields.length})`}
- </Typography>
- {requiredFields.map((field, index) => (
- <Fragment key={field.id}>
- {generateRequiredFieldRow(field, index, fields, requiredFields)}
- </Fragment>
- ))}
- <Typography
- variant="h4"
- sx={{
- fontSize: 14,
- mt: 2,
- mb: 1.5,
- '& button': {
- position: 'relative',
- top: '-1px',
- ml: 0.5,
- },
- }}
- >
- {`${collectionTrans('scalarFields')}(${scalarFields.length})`}
- <IconButton
- onClick={() => {
- handleAddNewField(requiredFields.length + 1);
- }}
- sx={{
- p: 0,
- position: 'relative',
- top: '-8px',
- '& svg': {
- width: 15,
- },
- }}
- aria-label="add"
- size="large"
- >
- <AddIcon />
- </IconButton>
- </Typography>
- <Box>
- {scalarFields.map((field, index) => (
- <ScalarFieldRow
- key={field.id}
- field={field}
- index={index + requiredFields.length}
- fields={fields}
- onFieldChange={changeFields}
- onAddField={handleAddNewField}
- onRemoveField={handleRemoveField}
- localFieldAnalyzers={localFieldAnalyzers}
- />
- ))}
- </Box>
- </Box>
- );
- };
- export default CreateFields;
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