| import type { ChakraProps } from '@invoke-ai/ui-library'; |
| import { Combobox, FormControl, FormLabel } from '@invoke-ai/ui-library'; |
| import { createSelector } from '@reduxjs/toolkit'; |
| import { useAppDispatch, useAppSelector } from 'app/store/storeHooks'; |
| import { InformationalPopover } from 'common/components/InformationalPopover/InformationalPopover'; |
| import { useGroupedModelCombobox } from 'common/hooks/useGroupedModelCombobox'; |
| import { loraAdded, selectLoRAsSlice } from 'features/controlLayers/store/lorasSlice'; |
| import { selectBase } from 'features/controlLayers/store/paramsSlice'; |
| import { memo, useCallback, useMemo } from 'react'; |
| import { useTranslation } from 'react-i18next'; |
| import { useLoRAModels } from 'services/api/hooks/modelsByType'; |
| import type { LoRAModelConfig } from 'services/api/types'; |
|
|
| const selectLoRAs = createSelector(selectLoRAsSlice, (loras) => loras.loras); |
|
|
| const LoRASelect = () => { |
| const dispatch = useAppDispatch(); |
| const [modelConfigs, { isLoading }] = useLoRAModels(); |
| const { t } = useTranslation(); |
| const addedLoRAs = useAppSelector(selectLoRAs); |
| const currentBaseModel = useAppSelector(selectBase); |
|
|
| const getIsDisabled = (model: LoRAModelConfig): boolean => { |
| const isCompatible = currentBaseModel === model.base; |
| const isAdded = Boolean(addedLoRAs.find((lora) => lora.model.key === model.key)); |
| const hasMainModel = Boolean(currentBaseModel); |
| return !hasMainModel || !isCompatible || isAdded; |
| }; |
|
|
| const _onChange = useCallback( |
| (model: LoRAModelConfig | null) => { |
| if (!model) { |
| return; |
| } |
| dispatch(loraAdded({ model })); |
| }, |
| [dispatch] |
| ); |
|
|
| const { options, onChange } = useGroupedModelCombobox({ |
| modelConfigs, |
| getIsDisabled, |
| onChange: _onChange, |
| }); |
|
|
| const placeholder = useMemo(() => { |
| if (isLoading) { |
| return t('common.loading'); |
| } |
|
|
| if (options.length === 0) { |
| return t('models.noLoRAsInstalled'); |
| } |
|
|
| return t('models.addLora'); |
| }, [isLoading, options.length, t]); |
|
|
| const noOptionsMessage = useCallback(() => t('models.noMatchingLoRAs'), [t]); |
|
|
| return ( |
| <FormControl isDisabled={!options.length}> |
| <InformationalPopover feature="lora"> |
| <FormLabel>{t('models.concepts')} </FormLabel> |
| </InformationalPopover> |
| <Combobox |
| placeholder={placeholder} |
| value={null} |
| options={options} |
| noOptionsMessage={noOptionsMessage} |
| onChange={onChange} |
| data-testid="add-lora" |
| sx={selectStyles} |
| /> |
| </FormControl> |
| ); |
| }; |
|
|
| export default memo(LoRASelect); |
|
|
| const selectStyles: ChakraProps['sx'] = { |
| w: 'full', |
| }; |
|
|