init datamate

This commit is contained in:
Dallas98
2025-10-21 23:00:48 +08:00
commit 1c97afed7d
692 changed files with 135442 additions and 0 deletions

View File

@@ -0,0 +1,574 @@
import { useState } from "react";
import {
Button,
Card,
Badge,
Input,
Select,
Checkbox,
Form,
Typography,
} from "antd";
import {
PlusOutlined,
ArrowLeftOutlined,
EditOutlined,
SaveOutlined,
DeleteOutlined,
} from "@ant-design/icons";
import {
evaluationTemplates,
presetEvaluationDimensions,
sliceOperators,
} from "@/mock/evaluation";
import { useNavigate } from "react-router";
const { Title, Paragraph } = Typography;
const { Option } = Select;
const EvaluationTaskCreate = () => {
const navigate = useNavigate();
const [datasets, setDatasets] = useState([]);
const [selectedTemplate, setSelectedTemplate] =
useState<string>("dialogue_text");
const [allDimensions, setAllDimensions] = useState<EvaluationDimension[]>([
...presetEvaluationDimensions,
]);
const [editingDimension, setEditingDimension] = useState<string | null>(null);
const [newDimension, setNewDimension] = useState({
name: "",
description: "",
});
const [createForm, setCreateForm] = useState({
name: "",
datasetId: "",
evaluationType: "model" as "model" | "manual",
dimensions: [] as string[],
customDimensions: [] as EvaluationDimension[],
sliceConfig: {
threshold: 0.8,
sampleCount: 100,
method: "语义分割",
},
modelConfig: {
url: "",
apiKey: "",
prompt: "",
temperature: 0.3,
maxTokens: 2000,
},
});
const handleTemplateChange = (templateKey: string) => {
setSelectedTemplate(templateKey);
const template =
evaluationTemplates[templateKey as keyof typeof evaluationTemplates];
if (template) {
const customDimensions = allDimensions.filter((d) => d.isCustom);
setAllDimensions([...template.dimensions, ...customDimensions]);
}
};
const handleAddCustomDimension = () => {
if (newDimension.name.trim() && newDimension.description.trim()) {
const customDimension: EvaluationDimension = {
id: `custom_${Date.now()}`,
name: newDimension.name.trim(),
description: newDimension.description.trim(),
category: "custom",
isCustom: true,
isEnabled: true,
};
setAllDimensions([...allDimensions, customDimension]);
setNewDimension({ name: "", description: "" });
}
};
const handleDimensionToggle = (id: string, checked: boolean) => {
setAllDimensions(
allDimensions.map((d) => (d.id === id ? { ...d, isEnabled: checked } : d))
);
};
const handleEditDimension = (
id: string,
field: "name" | "description",
value: string
) => {
setAllDimensions(
allDimensions.map((d) => (d.id === id ? { ...d, [field]: value } : d))
);
};
const handleDeleteCustomDimension = (id: string) => {
setAllDimensions(allDimensions.filter((d) => d.id !== id));
};
const handleDeletePresetDimension = (id: string) => {
setAllDimensions(
allDimensions.map((d) => (d.id === id ? { ...d, isEnabled: false } : d))
);
};
const handleCreateTask = () => {
const selectedDataset = datasets.find((d) => d.id === createForm.datasetId);
if (!selectedDataset) return;
const enabledDimensions = allDimensions.filter((d) => d.isEnabled);
const presetDimensionIds = enabledDimensions
.filter((d) => !d.isCustom)
.map((d) => d.id);
const customDimensions = enabledDimensions.filter((d) => d.isCustom);
let finalPrompt = createForm.modelConfig.prompt;
if (createForm.evaluationType === "model" && !finalPrompt.trim()) {
finalPrompt = generateDefaultPrompt(selectedDataset.name);
}
const newTask: EvaluationTask = {
id: Date.now().toString(),
name: createForm.name,
datasetId: createForm.datasetId,
datasetName: selectedDataset.name,
evaluationType: createForm.evaluationType,
status: "pending",
progress: 0,
createdAt: new Date().toLocaleString(),
description: `${
createForm.evaluationType === "model" ? "模型自动" : "人工"
}评估${selectedDataset.name}`,
dimensions: presetDimensionIds,
customDimensions: customDimensions,
modelConfig:
createForm.evaluationType === "model"
? {
...createForm.modelConfig,
prompt: finalPrompt,
}
: undefined,
metrics: {
accuracy: 0,
completeness: 0,
consistency: 0,
relevance: 0,
},
issues: [],
};
// 重置表单
setCreateForm({
name: "",
datasetId: "",
evaluationType: "model",
dimensions: [],
customDimensions: [],
modelConfig: {
url: "",
apiKey: "",
prompt: "",
temperature: 0.3,
maxTokens: 2000,
},
});
navigate("/data/evaluation");
};
return (
<div className="h-full">
{/* 页面头部 */}
<div className="flex items-center mb-2">
<Button
type="text"
icon={<ArrowLeftOutlined />}
onClick={() => navigate("/data/evaluation")}
></Button>
<div className="text-xl font-bold"></div>
</div>
<Form layout="vertical">
{/* 基本信息 */}
<Card title="基本信息" style={{ marginBottom: 24 }}>
<Form.Item label="任务名称" required>
<Input
value={createForm.name}
onChange={(e) =>
setCreateForm({ ...createForm, name: e.target.value })
}
placeholder="输入任务名称"
/>
</Form.Item>
<Form.Item label="选择数据集" required>
<Select
value={createForm.datasetId || undefined}
onChange={(value) =>
setCreateForm({ ...createForm, datasetId: value })
}
placeholder="选择要评估的数据集"
>
{datasets.map((dataset) => (
<Option key={dataset.id} value={dataset.id}>
{dataset.name}{dataset.fileCount} {dataset.size}
</Option>
))}
</Select>
</Form.Item>
<Form.Item label="评估方式" required>
<Select
value={createForm.evaluationType}
onChange={(value: "model" | "manual") =>
setCreateForm({ ...createForm, evaluationType: value })
}
>
<Option value="model"></Option>
<Option value="manual"></Option>
</Select>
</Form.Item>
</Card>
{/* 算子配置 */}
<Card title="切片算子配置" style={{ marginBottom: 24 }}>
<Form.Item label="切片算子">
<Select
value={createForm.sliceConfig.method}
onChange={(value) =>
setCreateForm({
...createForm,
sliceConfig: { ...createForm.sliceConfig, method: value },
})
}
placeholder="选择切片算子"
>
{sliceOperators.map((operator) => (
<Option key={operator.id} value={operator.name}>
{operator.name}{" "}
<Badge style={{ marginLeft: 8 }} count={operator.type} />
</Option>
))}
</Select>
</Form.Item>
<Form.Item label="分隔符">
<Input
placeholder="输入分隔符,如 \\n\\n"
value={createForm.sliceConfig.delimiter}
onChange={(e) =>
setCreateForm({
...createForm,
sliceConfig: {
...createForm.sliceConfig,
delimiter: e.target.value,
},
})
}
/>
</Form.Item>
<Form.Item label="分块大小">
<Input
type="number"
value={createForm.sliceConfig.chunkSize}
onChange={(e) =>
setCreateForm({
...createForm,
sliceConfig: {
...createForm.sliceConfig,
chunkSize: Number(e.target.value),
},
})
}
/>
</Form.Item>
<Form.Item label="重叠长度">
<Input
type="number"
value={createForm.sliceConfig.overlapLength}
onChange={(e) =>
setCreateForm({
...createForm,
sliceConfig: {
...createForm.sliceConfig,
overlapLength: Number(e.target.value),
},
})
}
/>
</Form.Item>
<Form.Item label="抽样比例">
<Input
type="number"
value={createForm.sliceConfig.threshold}
onChange={(e) =>
setCreateForm({
...createForm,
sliceConfig: {
...createForm.sliceConfig,
threshold: Number(e.target.value),
},
})
}
/>
</Form.Item>
</Card>
{/* 评估维度配置 */}
<Card
title={
<div
style={{
display: "flex",
justifyContent: "space-between",
alignItems: "center",
}}
>
<span></span>
<div style={{ display: "flex", alignItems: "center", gap: 8 }}>
<Select
value={selectedTemplate}
onChange={handleTemplateChange}
style={{ width: 160 }}
>
{Object.entries(evaluationTemplates).map(
([key, template]) => (
<Option key={key} value={key}>
{template.name}
</Option>
)
)}
</Select>
<Badge
count={allDimensions.filter((d) => d.isEnabled).length}
style={{ background: "#f0f0f0", color: "#333" }}
/>
</div>
</div>
}
style={{ marginBottom: 24 }}
>
{/* 维度表格 */}
<div
style={{
border: "1px solid #f0f0f0",
borderRadius: 6,
marginBottom: 16,
}}
>
<div
style={{
background: "#fafafa",
padding: "8px 12px",
borderBottom: "1px solid #f0f0f0",
fontWeight: 500,
fontSize: 13,
}}
>
<div style={{ display: "flex", alignItems: "center" }}>
<div style={{ width: 60 }}></div>
<div style={{ width: 160 }}></div>
<div style={{ flex: 1 }}></div>
<div style={{ width: 120 }}></div>
</div>
</div>
<div style={{ maxHeight: 320, overflowY: "auto" }}>
{allDimensions.map((dimension) => (
<div
key={dimension.id}
style={{
display: "flex",
alignItems: "center",
padding: "8px 12px",
borderBottom: "1px solid #f5f5f5",
}}
>
<div style={{ width: 60 }}>
<Checkbox
checked={dimension.isEnabled}
onChange={(e) =>
handleDimensionToggle(dimension.id, e.target.checked!)
}
/>
</div>
<div style={{ width: 160 }}>
{editingDimension === dimension.id && dimension.isCustom ? (
<Input
value={dimension.name}
onChange={(e) =>
handleEditDimension(
dimension.id,
"name",
e.target.value
)
}
size="small"
/>
) : (
<span style={{ fontWeight: 500 }}>
{dimension.name}
{dimension.isCustom && (
<Badge
style={{
marginLeft: 4,
background: "#f9f0ff",
color: "#722ed1",
}}
count="自定义"
/>
)}
</span>
)}
</div>
<div style={{ flex: 1 }}>
{editingDimension === dimension.id && dimension.isCustom ? (
<Input
value={dimension.description}
onChange={(e) =>
handleEditDimension(
dimension.id,
"description",
e.target.value
)
}
size="small"
/>
) : (
<span style={{ color: "#888" }}>
{dimension.description}
</span>
)}
</div>
<div style={{ width: 120 }}>
{editingDimension === dimension.id && dimension.isCustom ? (
<Button
type="text"
icon={<SaveOutlined />}
size="small"
onClick={() => setEditingDimension(null)}
/>
) : (
dimension.isCustom && (
<Button
type="text"
icon={<EditOutlined />}
size="small"
onClick={() => setEditingDimension(dimension.id)}
/>
)
)}
<Button
type="text"
icon={<DeleteOutlined />}
size="small"
danger
onClick={() =>
dimension.isCustom
? handleDeleteCustomDimension(dimension.id)
: handleDeletePresetDimension(dimension.id)
}
disabled={
allDimensions.filter((d) => d.isEnabled).length <= 1 &&
dimension.isEnabled
}
/>
</div>
</div>
))}
</div>
</div>
{/* 添加自定义维度 */}
<div style={{ background: "#fafafa", borderRadius: 6, padding: 16 }}>
<div style={{ fontWeight: 500, marginBottom: 8 }}>
</div>
<Input
value={newDimension.name}
onChange={(e) =>
setNewDimension({ ...newDimension, name: e.target.value })
}
placeholder="维度名称"
style={{ width: 180, marginRight: 8 }}
size="small"
/>
<Input
value={newDimension.description}
onChange={(e) =>
setNewDimension({
...newDimension,
description: e.target.value,
})
}
placeholder="维度描述"
style={{ width: 260, marginRight: 8 }}
size="small"
/>
<Button
icon={<PlusOutlined />}
onClick={handleAddCustomDimension}
disabled={
!newDimension.name.trim() || !newDimension.description.trim()
}
size="small"
>
</Button>
</div>
</Card>
{/* 模型配置(仅在选择模型评估时显示) */}
{createForm.evaluationType === "model" && (
<Card title="模型配置" style={{ marginBottom: 24 }}>
<Form.Item label="模型 URL" required>
<Input
value={createForm.modelConfig.url}
onChange={(e) =>
setCreateForm({
...createForm,
modelConfig: {
...createForm.modelConfig,
url: e.target.value,
},
})
}
placeholder="https://api.openai.com/v1/chat/completions"
/>
</Form.Item>
<Form.Item label="API Key" required>
<Input.Password
value={createForm.modelConfig.apiKey}
onChange={(e) =>
setCreateForm({
...createForm,
modelConfig: {
...createForm.modelConfig,
apiKey: e.target.value,
},
})
}
placeholder="sk-***"
/>
</Form.Item>
</Card>
)}
{/* 操作按钮 */}
<Form.Item>
<div style={{ display: "flex", justifyContent: "flex-end", gap: 12 }}>
<Button onClick={() => navigate("/data/evaluation")}></Button>
<Button
type="primary"
onClick={handleCreateTask}
disabled={
!createForm.name ||
!createForm.datasetId ||
allDimensions.filter((d) => d.isEnabled).length === 0 ||
(createForm.evaluationType === "model" &&
(!createForm.modelConfig.url ||
!createForm.modelConfig.apiKey))
}
>
</Button>
</div>
</Form.Item>
</Form>
</div>
);
};
export default EvaluationTaskCreate;