Files
gpustack-ui/src/pages/llmodels/components/advance-config.tsx
T

577 lines
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TypeScript

import IconFont from '@/components/icon-font';
import LabelSelector from '@/components/label-selector';
import ListInput from '@/components/list-input';
import SealCascader from '@/components/seal-form/seal-cascader';
import SealInput from '@/components/seal-form/seal-input';
import SealSelect from '@/components/seal-form/seal-select';
import TooltipList from '@/components/tooltip-list';
import { PageActionType } from '@/config/types';
import useAppUtils from '@/hooks/use-app-utils';
import { QuestionCircleOutlined } from '@ant-design/icons';
import { useIntl } from '@umijs/max';
import {
Checkbox,
Collapse,
Form,
FormInstance,
Tooltip,
Typography
} from 'antd';
import { CheckboxChangeEvent } from 'antd/es/checkbox';
import _ from 'lodash';
import React, { useCallback, useMemo } from 'react';
import {
backendLabelMap,
backendOptionsMap,
backendParamsHolderTips,
modelCategories,
placementStrategyOptions
} from '../config';
import { useFormContext } from '../config/form-context';
import llamaConfig from '../config/llama-config';
import mindieConfig from '../config/mindie-config';
import { FormData } from '../config/types';
import vllmConfig from '../config/vllm-config';
import dataformStyles from '../style/data-form.less';
import GPUCard from './gpu-card';
interface AdvanceConfigProps {
isGGUF: boolean;
form: FormInstance;
gpuOptions: Array<any>;
action: PageActionType;
source: string;
}
const CheckboxField: React.FC<{
title: string;
label: string;
checked?: boolean;
onChange?: (e: CheckboxChangeEvent) => void;
}> = ({ title, label, checked, onChange }) => {
return (
<Checkbox className="p-l-6" checked={checked} onChange={onChange}>
<Tooltip title={title}>
<span style={{ color: 'var(--ant-color-text-tertiary)' }}>{label}</span>
<QuestionCircleOutlined
className="m-l-4"
style={{ color: 'var(--ant-color-text-tertiary)' }}
/>
</Tooltip>
</Checkbox>
);
};
const AdvanceConfig: React.FC<AdvanceConfigProps> = (props) => {
const { form, isGGUF, gpuOptions, source } = props;
const { getRuleMessage } = useAppUtils();
const intl = useIntl();
const wokerSelector = Form.useWatch('worker_selector', form);
const EnviromentVars = Form.useWatch('env', form);
const scheduleType = Form.useWatch('scheduleType', form);
const backend = Form.useWatch('backend', form);
const backend_parameters = Form.useWatch('backend_parameters', form);
const categories = Form.useWatch('categories', form);
const backend_version = Form.useWatch('backend_version', form);
const placement_strategy = Form.useWatch('placement_strategy', form);
const gpuSelectorIds = Form.useWatch(['gpu_selector', 'gpu_ids'], form);
const worker_selector = Form.useWatch('worker_selector', form);
const { onValuesChange } = useFormContext();
const placementStrategyTips = [
{
title: 'Spread',
tips: intl.formatMessage({
id: 'resources.form.spread.tips'
})
},
{
title: 'Binpack',
tips: intl.formatMessage({
id: 'resources.form.binpack.tips'
})
}
];
const scheduleTypeTips = [
{
title: intl.formatMessage({
id: 'models.form.scheduletype.auto'
}),
tips: intl.formatMessage({
id: 'models.form.scheduletype.auto.tips'
})
},
{
title: intl.formatMessage({
id: 'models.form.scheduletype.manual'
}),
tips: intl.formatMessage({
id: 'models.form.scheduletype.manual.tips'
})
}
];
const paramsConfig = useMemo(() => {
if (backend === backendOptionsMap.llamaBox) {
return llamaConfig;
}
if (backend === backendOptionsMap.vllm) {
return vllmConfig;
}
if (backend === backendOptionsMap.ascendMindie) {
return mindieConfig;
}
return [];
}, [backend]);
const backendParamsTips = useMemo(() => {
if (backend === backendOptionsMap.llamaBox) {
return {
backend: 'llama-box',
releases: 'https://github.com/gpustack/llama-box/releases',
link: 'https://github.com/gpustack/llama-box?tab=readme-ov-file#usage'
};
}
if (backend === backendOptionsMap.vllm) {
return {
backend: 'vLLM',
releases: 'https://github.com/vllm-project/vllm/releases',
link: 'https://docs.vllm.ai/en/stable/serving/openai_compatible_server.html#cli-reference'
};
}
if (backend === backendOptionsMap.ascendMindie) {
return {
backend: 'Ascend MindIE',
releases: '',
link: 'http://docs.gpustack.ai/latest/user-guide/inference-backends/#parameters-reference_2'
};
}
return null;
}, [backend]);
const handleWorkerLabelsChange = useCallback(
(labels: Record<string, any>) => {
form.setFieldValue('worker_selector', labels);
},
[]
);
const handleEnviromentVarsChange = useCallback(
(labels: Record<string, any>) => {
form.setFieldValue('env', labels);
},
[]
);
const handleBackendParametersChange = useCallback((list: string[]) => {
form.setFieldValue('backend_parameters', list);
}, []);
const handleBackendParametersOnBlur = () => {
const backendParams = form.getFieldValue('backend_parameters');
onValuesChange?.({}, form.getFieldsValue());
};
const handleDeleteBackendParameters = (index: number) => {
onValuesChange?.({}, form.getFieldsValue());
};
const handleSelectorOnBlur = () => {
const workerSelector = form.getFieldValue('worker_selector');
// check if all keys have values
const hasEmptyValue = _.some(_.keys(workerSelector), (k: string) => {
return !workerSelector[k];
});
if (!hasEmptyValue) {
onValuesChange?.({}, form.getFieldsValue());
}
};
const handleDeleteWorkerSelector = (index: number) => {
onValuesChange?.({}, form.getFieldsValue());
};
const handleBackendVersionOnBlur = () => {
const backendVersion = form.getFieldValue('backend_version');
onValuesChange?.({}, form.getFieldsValue());
};
const handleScheduleTypeChange = (value: string) => {
if (value === 'auto') {
onValuesChange?.({}, form.getFieldsValue());
}
};
const handleBeforeGpuSelectorChange = (gpuIds: any[]) => {
if (backend !== backendOptionsMap.ascendMindie || !gpuIds?.length) {
return;
}
const lastGroupName = gpuIds[gpuIds.length - 1][0];
const lastGroupItems = gpuIds.filter((item) => item[0] === lastGroupName);
form.setFieldValue(['gpu_selector', 'gpu_ids'], lastGroupItems);
};
const handleGpuSelectorChange = (value: any[]) => {
handleBeforeGpuSelectorChange(value);
onValuesChange?.({}, form.getFieldsValue());
};
const collapseItems = useMemo(() => {
const children = (
<>
<Form.Item<FormData> name="categories">
<SealSelect
allowNull
label={intl.formatMessage({
id: 'models.form.categories'
})}
options={modelCategories}
></SealSelect>
</Form.Item>
<Form.Item name="scheduleType">
<SealSelect
onChange={handleScheduleTypeChange}
label={intl.formatMessage({ id: 'models.form.scheduletype' })}
description={<TooltipList list={scheduleTypeTips}></TooltipList>}
options={[
{
label: intl.formatMessage({
id: 'models.form.scheduletype.auto'
}),
value: 'auto'
},
{
label: intl.formatMessage({
id: 'models.form.scheduletype.manual'
}),
value: 'manual'
}
]}
></SealSelect>
</Form.Item>
{scheduleType === 'auto' && (
<>
<Form.Item<FormData> name="placement_strategy">
<SealSelect
label={intl.formatMessage({
id: 'resources.form.placementStrategy'
})}
options={placementStrategyOptions}
description={
<TooltipList list={placementStrategyTips}></TooltipList>
}
></SealSelect>
</Form.Item>
<Form.Item<FormData>
name="worker_selector"
rules={[
({ getFieldValue }) => ({
validator(rule, value) {
if (
getFieldValue('scheduleType') === 'auto' &&
_.keys(value).length > 0
) {
if (_.some(_.keys(value), (k: string) => !value[k])) {
return Promise.reject(
intl.formatMessage(
{
id: 'common.validate.value'
},
{
name: intl.formatMessage({
id: 'models.form.selector'
})
}
)
);
}
}
return Promise.resolve();
}
})
]}
>
<LabelSelector
label={intl.formatMessage({
id: 'resources.form.workerSelector'
})}
labels={wokerSelector}
onChange={handleWorkerLabelsChange}
onBlur={handleSelectorOnBlur}
onDelete={handleDeleteWorkerSelector}
description={
<span>
{intl.formatMessage({
id: 'resources.form.workerSelector.description'
})}
</span>
}
></LabelSelector>
</Form.Item>
</>
)}
{scheduleType === 'manual' && (
<>
<Form.Item
name={['gpu_selector', 'gpu_ids']}
rules={[
{
required: true,
message: getRuleMessage('select', 'models.form.gpuselector')
}
]}
>
<SealCascader
required
showSearch
expandTrigger="hover"
multiple={backend !== backendOptionsMap.voxBox}
popupClassName="cascader-popup-wrapper gpu-selector"
maxTagCount={1}
label={intl.formatMessage({ id: 'models.form.gpuselector' })}
options={gpuOptions}
showCheckedStrategy="SHOW_CHILD"
value={form.getFieldValue(['gpu_selector', 'gpu_ids'])}
optionNode={GPUCard}
getPopupContainer={(triggerNode) => triggerNode.parentNode}
onChange={handleGpuSelectorChange}
></SealCascader>
</Form.Item>
</>
)}
<Form.Item name="backend_version">
<SealInput.Input
onBlur={handleBackendVersionOnBlur}
label={intl.formatMessage({ id: 'models.form.backendVersion' })}
description={intl.formatMessage(
{
id: 'models.form.backendVersion.tips'
},
{
backend: backendLabelMap[backend],
link: backendParamsTips?.releases && (
<span
style={{
marginLeft: 5
}}
>
<Typography.Link
className="flex-center"
style={{ display: 'inline' }}
href={backendParamsTips?.releases}
target="_blank"
>
<span>
{intl.formatMessage({ id: 'models.form.releases' })}
</span>
<IconFont
type="icon-external-link"
className="font-size-14 m-l-4"
></IconFont>
</Typography.Link>
</span>
)
}
)}
></SealInput.Input>
</Form.Item>
<Form.Item<FormData> name="backend_parameters">
<ListInput
placeholder={
backendParamsHolderTips[backend]
? intl.formatMessage({
id: backendParamsHolderTips[backend].holder
})
: ''
}
btnText="common.button.addParams"
label={intl.formatMessage({
id: 'models.form.backend_parameters'
})}
dataList={form.getFieldValue('backend_parameters') || []}
onChange={handleBackendParametersChange}
onBlur={handleBackendParametersOnBlur}
onDelete={handleDeleteBackendParameters}
options={paramsConfig}
description={
backendParamsTips && (
<span style={{ marginLeft: 5 }}>
{intl.formatMessage(
{ id: 'models.form.backend_parameters.vllm.tips' },
{ backend: backendParamsTips.backend || '' }
)}{' '}
<Typography.Link
style={{ display: 'inline' }}
className="flex-center"
href={backendParamsTips.link}
target="_blank"
>
<span>
{intl.formatMessage({ id: 'common.text.here' })}
</span>
<IconFont
type="icon-external-link"
className="font-size-14 m-l-4"
></IconFont>
</Typography.Link>
</span>
)
}
></ListInput>
</Form.Item>
<Form.Item<FormData>
name="env"
rules={[
() => ({
validator(rule, value) {
if (_.keys(value).length > 0) {
if (_.some(_.keys(value), (k: string) => !value[k])) {
return Promise.reject(
intl.formatMessage(
{
id: 'common.validate.value'
},
{
name: intl.formatMessage({
id: 'common.text.variable'
})
}
)
);
}
}
return Promise.resolve();
}
})
]}
>
<LabelSelector
label={intl.formatMessage({
id: 'models.form.env'
})}
labels={EnviromentVars}
btnText="common.button.vars"
onChange={handleEnviromentVarsChange}
></LabelSelector>
</Form.Item>
{backend === backendOptionsMap.llamaBox && (
<div style={{ paddingBottom: 22, paddingLeft: 10 }}>
<Form.Item<FormData>
name="cpu_offloading"
valuePropName="checked"
style={{ padding: '0 10px', marginBottom: 0 }}
noStyle
>
<CheckboxField
title={intl.formatMessage({
id: 'models.form.partialoffload.tips'
})}
label={intl.formatMessage({
id: 'resources.form.enablePartialOffload'
})}
></CheckboxField>
</Form.Item>
</div>
)}
{scheduleType === 'auto' &&
[backendOptionsMap.llamaBox, backendOptionsMap.vllm].includes(
backend
) && (
<div style={{ paddingBottom: 22, paddingLeft: 10 }}>
<Form.Item<FormData>
name="distributed_inference_across_workers"
valuePropName="checked"
style={{ padding: '0 10px', marginBottom: 0 }}
noStyle
>
<CheckboxField
title={intl.formatMessage({
id: 'models.form.distribution.tips'
})}
label={intl.formatMessage({
id: 'resources.form.enableDistributedInferenceAcrossWorkers'
})}
></CheckboxField>
</Form.Item>
</div>
)}
<div style={{ paddingBottom: 22, paddingLeft: 10 }}>
<Form.Item<FormData>
name="restart_on_error"
valuePropName="checked"
style={{ padding: '0 10px', marginBottom: 0 }}
noStyle
>
<CheckboxField
title={intl.formatMessage({
id: 'models.form.restart.onerror.tips'
})}
label={intl.formatMessage({
id: 'models.form.restart.onerror'
})}
></CheckboxField>
</Form.Item>
</div>
</>
);
return [
{
key: '1',
label: (
<span
style={{ fontWeight: 'var(--font-weight-medium)' }}
className="font-size-14"
>
{intl.formatMessage({ id: 'resources.form.advanced' })}
</span>
),
forceRender: true,
children
}
];
}, [
form,
source,
intl,
gpuOptions,
paramsConfig,
scheduleType,
wokerSelector,
backend,
backend_parameters,
isGGUF,
categories,
backend_version,
placement_strategy,
gpuSelectorIds,
EnviromentVars,
worker_selector
]);
return (
<Collapse
expandIconPosition="start"
bordered={false}
ghost
destroyInactivePanel={false}
className={dataformStyles['advanced-collapse']}
expandIcon={({ isActive }) => (
<IconFont
type="icon-down"
rotate={isActive ? 0 : -90}
style={{ fontSize: '14px' }}
></IconFont>
)}
items={collapseItems}
></Collapse>
);
};
export default React.memo(AdvanceConfig);