|
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', |
|
}; |
|
|